From 2a5360b8f584e6aef986b5da0f3344d67ae57504 Mon Sep 17 00:00:00 2001 From: Steph Merritt Date: Thu, 24 Oct 2024 12:48:53 +0100 Subject: [PATCH 01/28] Starting sorchaConfigs dataclass and tests --- src/sorcha/utilities/sorchaConfigs.py | 92 +++++++++++++++++++++++++++ tests/sorcha/test_sorchaConfigs.py | 38 +++++++++++ 2 files changed, 130 insertions(+) create mode 100644 src/sorcha/utilities/sorchaConfigs.py create mode 100644 tests/sorcha/test_sorchaConfigs.py diff --git a/src/sorcha/utilities/sorchaConfigs.py b/src/sorcha/utilities/sorchaConfigs.py new file mode 100644 index 00000000..9dcb33fe --- /dev/null +++ b/src/sorcha/utilities/sorchaConfigs.py @@ -0,0 +1,92 @@ +from dataclasses import dataclass +import logging +import sys + +from sorcha.lightcurves.lightcurve_registration import LC_METHODS +from sorcha.activity.activity_registration import CA_METHODS + + +@dataclass +class sorchaConfigs: + """Data class for holding configuration file keys.""" + + ephemerides_type: str = "" + """Simulation used for ephemeris input.""" + + eph_format: str = "" + """Format for ephemeris simulation input file.""" + + size_serial_chunk: int = 0 + """Sorcha chunk size.""" + + aux_format: str = "" + """Format for the auxiliary input files.""" + + pointing_sql_query: str = "" + """SQL query for extracting data from pointing database.""" + + def __init__(self, config_file_location=None): + + # attach the logger object so we can print things to the Sorcha logs + self.pplogger = logging.getLogger(__name__) + + if config_file_location: + config_object = configparser.ConfigParser() + config_object.read(config_file_location) + self._read_configs_from_object(config_object) + + def _read_configs_from_object(self, config_object): + + # do INPUTS section first + inputs_dict = dict(config_object["INPUT"]) # gets just the INPUTS section of the config file as a dictionary + self._read_and_validate_input_configs(inputs_dict) + + # then continue through the sections. this makes it easier to read. + # activity_dict = dict(config_object["ACTIVITY"]) + # self._read_and_validate_activity_configs() + + def _read_and_validate_input_configs(self, inputs_dict): + + self.ephemerides_type = get_value(inputs_dict, "ephemerides_type").lower() + check_value_in_list(self.ephemerides_type, ["ar", "external"], "ephemerides_type") + + #... + + self.size_serial_chunk = get_value(inputs_dict, "size_serial_chunk") + self.size_serial_chunk = cast_as_int(self.size_serial_chunk, "size_serial_chunk") + +## below are the utility functions used to help validate the keywords, add more as needed + +def get_value(configs_dict, key, required=True): + # replaces PPGetOrExit and PPGetValueAndFlag + + value = configs_dict.get(key, None) + + if value is None and required: + logging.error(f"ERROR: No value found for required key {key} in config file. Please check the file and try again.") + sys.exit(f"ERROR: No value found for required key {key} in config file. Please check the file and try again.") + + return value + +def cast_as_int(value, key): + # replaces PPGetIntOrExit - cleaner to do the type-checking separately. + + try: + int(value) + except ValueError: + logging.error(f"ERROR: expected an int for config parameter {key}. Check value in config file.") + sys.exit(f"ERROR: expected an int for config parameter {key}. Check value in config file.") + + return int(value) + + +def check_value_in_list(value, valuelist, key): + # PPConfigParser often checks to see if a config variable is in a list of permissible variables, so this abstracts it out. + + if value not in valuelist: + logging.error(f"ERROR: value {value} for config parameter {key} not recognised. Expecting one of: {valuelist}.") + sys.exit(f"ERROR: value {value} for config parameter {key} not recognised. Expecting one of: {valuelist}.") + + + + \ No newline at end of file diff --git a/tests/sorcha/test_sorchaConfigs.py b/tests/sorcha/test_sorchaConfigs.py new file mode 100644 index 00000000..7883c27a --- /dev/null +++ b/tests/sorcha/test_sorchaConfigs.py @@ -0,0 +1,38 @@ +import pytest +from sorcha.utilities.sorchaConfigs import sorchaConfigs + +# initialise an empty object +test_configs = sorchaConfigs() + + +def test_input_configs(): + + input_configs = {"ephemerides_type":"ar", + "size_serial_chunk":"5000"} + + test_configs._read_and_validate_input_configs(input_configs) + + # did the ephemerides_type attribute populate correctly? + assert test_configs.ephemerides_type == "ar" + + # now we check some wrong inputs to make sure they're caught correctly + input_configs["ephemerides_type"] = "dummy_type" + + # we're telling pytest that we expect this command to fail with a SystemExit + with pytest.raises(SystemExit) as e1: + test_configs._read_and_validate_input_configs(input_configs) + + # and then we make sure the error text that triggers is the error text we expect + assert e1.value.code == "ERROR: value dummy_type for config parameter ephemerides_type not recognised. Expecting one of: ['ar', 'external']." + + assert test_configs.size_serial_chunk == 5000 + + input_configs["ephemerides_type"] = "ar" # make sure to reset this before testing the next one + input_configs["size_serial_chunk"] = "five thousand" + + # size_serial_chunk needs to be castable as an int, so again we expect a SystemExit + with pytest.raises(SystemExit) as e2: + test_configs._read_and_validate_input_configs(input_configs) + + assert e2.value.code == "ERROR: expected an int for config parameter size_serial_chunk. Check value in config file." + From edd8d3c1bd20d5a774693cb1e3d4914710f61baf Mon Sep 17 00:00:00 2001 From: Steph Merritt Date: Thu, 24 Oct 2024 12:49:38 +0100 Subject: [PATCH 02/28] Linting --- src/sorcha/utilities/sorchaConfigs.py | 59 +++++++++++++++------------ tests/sorcha/test_sorchaConfigs.py | 24 ++++++----- 2 files changed, 48 insertions(+), 35 deletions(-) diff --git a/src/sorcha/utilities/sorchaConfigs.py b/src/sorcha/utilities/sorchaConfigs.py index 9dcb33fe..df7095b3 100644 --- a/src/sorcha/utilities/sorchaConfigs.py +++ b/src/sorcha/utilities/sorchaConfigs.py @@ -12,24 +12,24 @@ class sorchaConfigs: ephemerides_type: str = "" """Simulation used for ephemeris input.""" - + eph_format: str = "" """Format for ephemeris simulation input file.""" - + size_serial_chunk: int = 0 """Sorcha chunk size.""" - + aux_format: str = "" """Format for the auxiliary input files.""" - + pointing_sql_query: str = "" """SQL query for extracting data from pointing database.""" def __init__(self, config_file_location=None): - + # attach the logger object so we can print things to the Sorcha logs self.pplogger = logging.getLogger(__name__) - + if config_file_location: config_object = configparser.ConfigParser() config_object.read(config_file_location) @@ -38,55 +38,64 @@ def __init__(self, config_file_location=None): def _read_configs_from_object(self, config_object): # do INPUTS section first - inputs_dict = dict(config_object["INPUT"]) # gets just the INPUTS section of the config file as a dictionary - self._read_and_validate_input_configs(inputs_dict) - + inputs_dict = dict( + config_object["INPUT"] + ) # gets just the INPUTS section of the config file as a dictionary + self._read_and_validate_input_configs(inputs_dict) + # then continue through the sections. this makes it easier to read. # activity_dict = dict(config_object["ACTIVITY"]) # self._read_and_validate_activity_configs() def _read_and_validate_input_configs(self, inputs_dict): - + self.ephemerides_type = get_value(inputs_dict, "ephemerides_type").lower() check_value_in_list(self.ephemerides_type, ["ar", "external"], "ephemerides_type") - - #... - + + # ... + self.size_serial_chunk = get_value(inputs_dict, "size_serial_chunk") self.size_serial_chunk = cast_as_int(self.size_serial_chunk, "size_serial_chunk") + ## below are the utility functions used to help validate the keywords, add more as needed + def get_value(configs_dict, key, required=True): # replaces PPGetOrExit and PPGetValueAndFlag value = configs_dict.get(key, None) - + if value is None and required: - logging.error(f"ERROR: No value found for required key {key} in config file. Please check the file and try again.") - sys.exit(f"ERROR: No value found for required key {key} in config file. Please check the file and try again.") + logging.error( + f"ERROR: No value found for required key {key} in config file. Please check the file and try again." + ) + sys.exit( + f"ERROR: No value found for required key {key} in config file. Please check the file and try again." + ) return value + def cast_as_int(value, key): # replaces PPGetIntOrExit - cleaner to do the type-checking separately. try: - int(value) + int(value) except ValueError: logging.error(f"ERROR: expected an int for config parameter {key}. Check value in config file.") sys.exit(f"ERROR: expected an int for config parameter {key}. Check value in config file.") - + return int(value) def check_value_in_list(value, valuelist, key): # PPConfigParser often checks to see if a config variable is in a list of permissible variables, so this abstracts it out. - - if value not in valuelist: - logging.error(f"ERROR: value {value} for config parameter {key} not recognised. Expecting one of: {valuelist}.") - sys.exit(f"ERROR: value {value} for config parameter {key} not recognised. Expecting one of: {valuelist}.") - - - \ No newline at end of file + if value not in valuelist: + logging.error( + f"ERROR: value {value} for config parameter {key} not recognised. Expecting one of: {valuelist}." + ) + sys.exit( + f"ERROR: value {value} for config parameter {key} not recognised. Expecting one of: {valuelist}." + ) diff --git a/tests/sorcha/test_sorchaConfigs.py b/tests/sorcha/test_sorchaConfigs.py index 7883c27a..def7c3ac 100644 --- a/tests/sorcha/test_sorchaConfigs.py +++ b/tests/sorcha/test_sorchaConfigs.py @@ -7,11 +7,10 @@ def test_input_configs(): - input_configs = {"ephemerides_type":"ar", - "size_serial_chunk":"5000"} - + input_configs = {"ephemerides_type": "ar", "size_serial_chunk": "5000"} + test_configs._read_and_validate_input_configs(input_configs) - + # did the ephemerides_type attribute populate correctly? assert test_configs.ephemerides_type == "ar" @@ -23,16 +22,21 @@ def test_input_configs(): test_configs._read_and_validate_input_configs(input_configs) # and then we make sure the error text that triggers is the error text we expect - assert e1.value.code == "ERROR: value dummy_type for config parameter ephemerides_type not recognised. Expecting one of: ['ar', 'external']." + assert ( + e1.value.code + == "ERROR: value dummy_type for config parameter ephemerides_type not recognised. Expecting one of: ['ar', 'external']." + ) assert test_configs.size_serial_chunk == 5000 - - input_configs["ephemerides_type"] = "ar" # make sure to reset this before testing the next one + + input_configs["ephemerides_type"] = "ar" # make sure to reset this before testing the next one input_configs["size_serial_chunk"] = "five thousand" - + # size_serial_chunk needs to be castable as an int, so again we expect a SystemExit with pytest.raises(SystemExit) as e2: test_configs._read_and_validate_input_configs(input_configs) - assert e2.value.code == "ERROR: expected an int for config parameter size_serial_chunk. Check value in config file." - + assert ( + e2.value.code + == "ERROR: expected an int for config parameter size_serial_chunk. Check value in config file." + ) From 17c45f78c6e72bebc7ff525ddc482805e12640a5 Mon Sep 17 00:00:00 2001 From: Steph Merritt Date: Thu, 7 Nov 2024 18:21:23 +0000 Subject: [PATCH 03/28] more dataclasses --- src/sorcha/sorcha.py | 2 +- src/sorcha/utilities/sorchaConfigs.py | 92 +++++++++++++++++---------- src/sorcha_cmdline/run.py | 2 + tests/sorcha/test_sorchaConfigs.py | 78 +++++++++++++++-------- 4 files changed, 113 insertions(+), 61 deletions(-) diff --git a/src/sorcha/sorcha.py b/src/sorcha/sorcha.py index 248fc61a..23353f0c 100755 --- a/src/sorcha/sorcha.py +++ b/src/sorcha/sorcha.py @@ -40,7 +40,7 @@ from sorcha.activity.activity_registration import update_activity_subclasses from sorcha.lightcurves.lightcurve_registration import update_lc_subclasses -from sorcha.utilities.sorchaArguments import sorchaArguments +from sorcha.utilities.sorchaArguments import sorchaArguments, sorchaConfigs from sorcha.utilities.citation_text import cite_sorcha diff --git a/src/sorcha/utilities/sorchaConfigs.py b/src/sorcha/utilities/sorchaConfigs.py index df7095b3..b37ceeba 100644 --- a/src/sorcha/utilities/sorchaConfigs.py +++ b/src/sorcha/utilities/sorchaConfigs.py @@ -1,4 +1,5 @@ from dataclasses import dataclass +import configparser import logging import sys @@ -7,10 +8,10 @@ @dataclass -class sorchaConfigs: - """Data class for holding configuration file keys.""" +class inputConfigs(): + """Data class for holding INPUTS section configuration file keys and validating them.""" - ephemerides_type: str = "" + ephemerides_type: str = "" # make sure any defaults are "falsy" so we know when one hasn't populated properly """Simulation used for ephemeris input.""" eph_format: str = "" @@ -24,61 +25,84 @@ class sorchaConfigs: pointing_sql_query: str = "" """SQL query for extracting data from pointing database.""" + + def __post_init__(self): + """Automagically validates the input configs after initialisation.""" + self._validate_input_configs() + + def _validate_input_configs(self): + + # make sure all the mandatory keys have been populated. + check_key_exists(self.ephemerides_type, "ephemerides_type") + check_key_exists(self.eph_format, "eph_format") + check_key_exists(self.size_serial_chunk, "size_serial_chunk") + check_key_exists(self.aux_format, "aux_format") + check_key_exists(self.pointing_sql_query, "pointing_sql_query") + + # some additional checks to make sure they all make sense! + check_value_in_list(self.ephemerides_type, ["ar", "external"], "ephemerides_type") + check_value_in_list(self.eph_format, ["csv", "whitespace", "hdf5"], "eph_format") + check_value_in_list(self.aux_format, ["comma", "whitespace", "csv"], "aux_format") + self.size_serial_chunk = cast_as_int(self.size_serial_chunk, "size_serial_chunk") + + +@dataclass +class sorchaConfigs(): + """Dataclass which stores configuration file keywords in dataclasses.""" + + inputs: inputConfigs = None # setting empty defaults because we won't have these ready when we initialise the sorchaConfigs object + """inputConfigs dataclass which stores the keywords from the INPUT section of the config file.""" + + #simulation: simulationConfigs = None + + pplogger: None = None + """The Python logger instance""" + + survey_name: str = "" + """The name of the survey.""" - def __init__(self, config_file_location=None): + # this __init__ overrides a dataclass's inbuilt __init__ because we want to populate this from a file, not explicitly ourselves + def __init__(self, config_file_location=None, survey_name=None): # attach the logger object so we can print things to the Sorcha logs self.pplogger = logging.getLogger(__name__) + self.survey_name = survey_name - if config_file_location: - config_object = configparser.ConfigParser() - config_object.read(config_file_location) - self._read_configs_from_object(config_object) + if config_file_location: # if a location to a config file is supplied... + config_object = configparser.ConfigParser() # create a ConfigParser object + config_object.read(config_file_location) # and read the whole config file into it + self._read_configs_from_object(config_object) # now we call a function that populates the class attributes def _read_configs_from_object(self, config_object): # do INPUTS section first - inputs_dict = dict( - config_object["INPUT"] - ) # gets just the INPUTS section of the config file as a dictionary - self._read_and_validate_input_configs(inputs_dict) + inputs_dict = dict(config_object["INPUT"]) # gets just the INPUTS section of the config file as a dictionary + self.inputs = inputConfigs(**inputs_dict) - # then continue through the sections. this makes it easier to read. - # activity_dict = dict(config_object["ACTIVITY"]) - # self._read_and_validate_activity_configs() + # SIMULATION would be next... + # simulation_dict = dict(config_object["SIMULATION"]) + # self.simulation = simulationConfigs(**simulation_dict) - def _read_and_validate_input_configs(self, inputs_dict): - self.ephemerides_type = get_value(inputs_dict, "ephemerides_type").lower() - check_value_in_list(self.ephemerides_type, ["ar", "external"], "ephemerides_type") - - # ... - - self.size_serial_chunk = get_value(inputs_dict, "size_serial_chunk") - self.size_serial_chunk = cast_as_int(self.size_serial_chunk, "size_serial_chunk") ## below are the utility functions used to help validate the keywords, add more as needed +def check_key_exists(value, key_name): + # checks to make sure that whatever is in "value" evaluates as truthy, i.e. it isn't the default and we + # populated this key successfully. -def get_value(configs_dict, key, required=True): - # replaces PPGetOrExit and PPGetValueAndFlag - - value = configs_dict.get(key, None) - - if value is None and required: + if not value: logging.error( - f"ERROR: No value found for required key {key} in config file. Please check the file and try again." + f"ERROR: No value found for required key {key_name} in config file. Please check the file and try again." ) sys.exit( - f"ERROR: No value found for required key {key} in config file. Please check the file and try again." + f"ERROR: No value found for required key {key_name} in config file. Please check the file and try again." ) - return value - def cast_as_int(value, key): - # replaces PPGetIntOrExit - cleaner to do the type-checking separately. + # replaces PPGetIntOrExit: checks to make sure the value can be cast as an integer. try: int(value) diff --git a/src/sorcha_cmdline/run.py b/src/sorcha_cmdline/run.py index 019507a8..6c98299f 100644 --- a/src/sorcha_cmdline/run.py +++ b/src/sorcha_cmdline/run.py @@ -138,6 +138,7 @@ def execute(args): PPConfigFileParser, runLSSTSimulation, sorchaArguments, + sorchaConfigs ) import sys, os @@ -151,6 +152,7 @@ def execute(args): cmd_args = PPCommandLineParser(args) pplogger.info("Reading configuration file...") configs = PPConfigFileParser(cmd_args["configfile"], cmd_args["surveyname"]) + sconfigs = sorchaConfigs(cmd_args["configfile"], cmd_args["surveyname"]) pplogger.info("Configuration file read.") if configs["ephemerides_type"] == "external" and cmd_args["oifoutput"] is None: diff --git a/tests/sorcha/test_sorchaConfigs.py b/tests/sorcha/test_sorchaConfigs.py index def7c3ac..63c8fe5a 100644 --- a/tests/sorcha/test_sorchaConfigs.py +++ b/tests/sorcha/test_sorchaConfigs.py @@ -1,42 +1,68 @@ import pytest -from sorcha.utilities.sorchaConfigs import sorchaConfigs -# initialise an empty object -test_configs = sorchaConfigs() +from sorcha.utilities.dataUtilitiesForTests import get_demo_filepath +from sorcha.utilities.sorchaConfigs import sorchaConfigs, inputConfigs +# these are the results we expect from sorcha_config_demo.ini +correct_inputs = {'ephemerides_type': 'ar', + 'eph_format': 'csv', + 'size_serial_chunk': 5000, + 'aux_format': 'whitespace', + 'pointing_sql_query': 'SELECT observationId, observationStartMJD as observationStartMJD_TAI, visitTime, visitExposureTime, filter, seeingFwhmGeom as seeingFwhmGeom_arcsec, seeingFwhmEff as seeingFwhmEff_arcsec, fiveSigmaDepth as fieldFiveSigmaDepth_mag , fieldRA as fieldRA_deg, fieldDec as fieldDec_deg, rotSkyPos as fieldRotSkyPos_deg FROM observations order by observationId'} -def test_input_configs(): +def test_sorchaConfigs(): + # general test to make sure, overall, everything works. checks just one file: sorcha_config_demo.ini - input_configs = {"ephemerides_type": "ar", "size_serial_chunk": "5000"} + config_file_location = get_demo_filepath("sorcha_config_demo.ini") + test_configs = sorchaConfigs(config_file_location) + + # check each section to make sure you get what you expect + assert correct_inputs == test_configs.inputs.__dict__ - test_configs._read_and_validate_input_configs(input_configs) +def test_inputConfigs(): - # did the ephemerides_type attribute populate correctly? - assert test_configs.ephemerides_type == "ar" - - # now we check some wrong inputs to make sure they're caught correctly - input_configs["ephemerides_type"] = "dummy_type" + input_configs = correct_inputs.copy() + # make sure everything populated correctly + test_configs = inputConfigs(**input_configs) + assert test_configs.__dict__ == input_configs + + # now we check some wrong inputs to make sure they're caught correctly. size_serial_chunk has to be castable as an integer + input_configs["size_serial_chunk"] = "five thousand" # we're telling pytest that we expect this command to fail with a SystemExit - with pytest.raises(SystemExit) as e1: - test_configs._read_and_validate_input_configs(input_configs) + with pytest.raises(SystemExit) as error_text: + test_configs = inputConfigs(**input_configs) - # and then we make sure the error text that triggers is the error text we expect + # and this checks that the error message is what we expect. assert ( - e1.value.code - == "ERROR: value dummy_type for config parameter ephemerides_type not recognised. Expecting one of: ['ar', 'external']." + error_text.value.code + == "ERROR: expected an int for config parameter size_serial_chunk. Check value in config file." ) - assert test_configs.size_serial_chunk == 5000 +@pytest.mark.parametrize("key_name", ["ephemerides_type", "eph_format", "size_serial_chunk", "aux_format", "pointing_sql_query"]) +def test_inputConfigs_mandatory(key_name): + # this loops through the mandatory keys and makes sure the code fails correctly when each is missing - input_configs["ephemerides_type"] = "ar" # make sure to reset this before testing the next one - input_configs["size_serial_chunk"] = "five thousand" + input_configs = correct_inputs.copy() - # size_serial_chunk needs to be castable as an int, so again we expect a SystemExit - with pytest.raises(SystemExit) as e2: - test_configs._read_and_validate_input_configs(input_configs) + del input_configs[key_name] + + with pytest.raises(SystemExit) as error_text: + test_configs = inputConfigs(**input_configs) + + assert error_text.value.code == f"ERROR: No value found for required key {key_name} in config file. Please check the file and try again." - assert ( - e2.value.code - == "ERROR: expected an int for config parameter size_serial_chunk. Check value in config file." - ) + +@pytest.mark.parametrize("key_name, expected_list", [("ephemerides_type", "['ar', 'external']"), ("aux_format", "['comma', 'whitespace', 'csv']"), ("eph_format", "['csv', 'whitespace', 'hdf5']")]) +def test_inputConfigs_inlist(key_name, expected_list): + # this loops through the inputs keys that need to have one of several set values and makes sure the correct error message triggers when they're not + + input_configs = correct_inputs.copy() + + input_configs[key_name] = "definitely_fake_bad_key" + + with pytest.raises(SystemExit) as error_text: + test_configs = inputConfigs(**input_configs) + + assert error_text.value.code == f"ERROR: value definitely_fake_bad_key for config parameter {key_name} not recognised. Expecting one of: {expected_list}." + \ No newline at end of file From 90bc31d28b1f4ea2e8ae997f3ad3d8e932a718dd Mon Sep 17 00:00:00 2001 From: Steph Merritt Date: Thu, 7 Nov 2024 18:25:05 +0000 Subject: [PATCH 04/28] Fixing bad import --- src/sorcha/sorcha.py | 3 +- src/sorcha/utilities/sorchaConfigs.py | 39 ++++++++++-------- src/sorcha_cmdline/run.py | 2 +- tests/sorcha/test_PPLinkingFilter.py | 5 ++- tests/sorcha/test_demo_end2end.py | 4 +- tests/sorcha/test_sorchaConfigs.py | 57 ++++++++++++++++++--------- 6 files changed, 68 insertions(+), 42 deletions(-) diff --git a/src/sorcha/sorcha.py b/src/sorcha/sorcha.py index 23353f0c..6d9014e6 100755 --- a/src/sorcha/sorcha.py +++ b/src/sorcha/sorcha.py @@ -40,7 +40,8 @@ from sorcha.activity.activity_registration import update_activity_subclasses from sorcha.lightcurves.lightcurve_registration import update_lc_subclasses -from sorcha.utilities.sorchaArguments import sorchaArguments, sorchaConfigs +from sorcha.utilities.sorchaArguments import sorchaArguments +from sorcha.utilities.sorchaConfigs import sorchaConfigs from sorcha.utilities.citation_text import cite_sorcha diff --git a/src/sorcha/utilities/sorchaConfigs.py b/src/sorcha/utilities/sorchaConfigs.py index b37ceeba..7042aaa6 100644 --- a/src/sorcha/utilities/sorchaConfigs.py +++ b/src/sorcha/utilities/sorchaConfigs.py @@ -8,10 +8,12 @@ @dataclass -class inputConfigs(): +class inputConfigs: """Data class for holding INPUTS section configuration file keys and validating them.""" - ephemerides_type: str = "" # make sure any defaults are "falsy" so we know when one hasn't populated properly + ephemerides_type: str = ( + "" # make sure any defaults are "falsy" so we know when one hasn't populated properly + ) """Simulation used for ephemeris input.""" eph_format: str = "" @@ -25,14 +27,14 @@ class inputConfigs(): pointing_sql_query: str = "" """SQL query for extracting data from pointing database.""" - + def __post_init__(self): """Automagically validates the input configs after initialisation.""" self._validate_input_configs() - + def _validate_input_configs(self): - # make sure all the mandatory keys have been populated. + # make sure all the mandatory keys have been populated. check_key_exists(self.ephemerides_type, "ephemerides_type") check_key_exists(self.eph_format, "eph_format") check_key_exists(self.size_serial_chunk, "size_serial_chunk") @@ -47,17 +49,19 @@ def _validate_input_configs(self): @dataclass -class sorchaConfigs(): +class sorchaConfigs: """Dataclass which stores configuration file keywords in dataclasses.""" - inputs: inputConfigs = None # setting empty defaults because we won't have these ready when we initialise the sorchaConfigs object + inputs: inputConfigs = ( + None # setting empty defaults because we won't have these ready when we initialise the sorchaConfigs object + ) """inputConfigs dataclass which stores the keywords from the INPUT section of the config file.""" - - #simulation: simulationConfigs = None + + # simulation: simulationConfigs = None pplogger: None = None """The Python logger instance""" - + survey_name: str = "" """The name of the survey.""" @@ -68,15 +72,19 @@ def __init__(self, config_file_location=None, survey_name=None): self.pplogger = logging.getLogger(__name__) self.survey_name = survey_name - if config_file_location: # if a location to a config file is supplied... + if config_file_location: # if a location to a config file is supplied... config_object = configparser.ConfigParser() # create a ConfigParser object - config_object.read(config_file_location) # and read the whole config file into it - self._read_configs_from_object(config_object) # now we call a function that populates the class attributes + config_object.read(config_file_location) # and read the whole config file into it + self._read_configs_from_object( + config_object + ) # now we call a function that populates the class attributes def _read_configs_from_object(self, config_object): # do INPUTS section first - inputs_dict = dict(config_object["INPUT"]) # gets just the INPUTS section of the config file as a dictionary + inputs_dict = dict( + config_object["INPUT"] + ) # gets just the INPUTS section of the config file as a dictionary self.inputs = inputConfigs(**inputs_dict) # SIMULATION would be next... @@ -84,10 +92,9 @@ def _read_configs_from_object(self, config_object): # self.simulation = simulationConfigs(**simulation_dict) - - ## below are the utility functions used to help validate the keywords, add more as needed + def check_key_exists(value, key_name): # checks to make sure that whatever is in "value" evaluates as truthy, i.e. it isn't the default and we # populated this key successfully. diff --git a/src/sorcha_cmdline/run.py b/src/sorcha_cmdline/run.py index 6c98299f..34e480c0 100644 --- a/src/sorcha_cmdline/run.py +++ b/src/sorcha_cmdline/run.py @@ -138,7 +138,7 @@ def execute(args): PPConfigFileParser, runLSSTSimulation, sorchaArguments, - sorchaConfigs + sorchaConfigs, ) import sys, os diff --git a/tests/sorcha/test_PPLinkingFilter.py b/tests/sorcha/test_PPLinkingFilter.py index 97140490..3655aa21 100755 --- a/tests/sorcha/test_PPLinkingFilter.py +++ b/tests/sorcha/test_PPLinkingFilter.py @@ -317,8 +317,8 @@ def test_PPLinkingFilter(): return - # check that the correct linking window has been applied - inputdf = pd.read_csv(get_test_filepath('./test_input_minidifi_observations.csv')) + # check that the correct linking window has been applied + inputdf = pd.read_csv(get_test_filepath("./test_input_minidifi_observations.csv")) detection_efficiency = 0.95 np.random.seed(42) @@ -338,6 +338,7 @@ def test_PPLinkingFilter(): else: assert len(linked_observations) != 0 + def test_PPLinkingFilter_nodrop(): from sorcha.modules.PPLinkingFilter import PPLinkingFilter diff --git a/tests/sorcha/test_demo_end2end.py b/tests/sorcha/test_demo_end2end.py index 3334a4e9..661037f1 100644 --- a/tests/sorcha/test_demo_end2end.py +++ b/tests/sorcha/test_demo_end2end.py @@ -76,9 +76,7 @@ def test_demo_verification(): for i in v: v[i].sort("fieldMJD_TAI") t[i].sort("observationStartMJD_TAI") - for j, k in zip( - ["RA_deg", "Dec_deg", "trailedSourceMag"], ["RA_INTERP", "DEC_INTERP", "mag"] - ): + for j, k in zip(["RA_deg", "Dec_deg", "trailedSourceMag"], ["RA_INTERP", "DEC_INTERP", "mag"]): m = np.abs(np.mean(v[i][j] - t[i][k])) if k == "mag": assert np.isclose(np.max(m), 0, atol=1e-3) # 1 mmag - should be much better than that diff --git a/tests/sorcha/test_sorchaConfigs.py b/tests/sorcha/test_sorchaConfigs.py index 63c8fe5a..810986af 100644 --- a/tests/sorcha/test_sorchaConfigs.py +++ b/tests/sorcha/test_sorchaConfigs.py @@ -4,34 +4,38 @@ from sorcha.utilities.sorchaConfigs import sorchaConfigs, inputConfigs # these are the results we expect from sorcha_config_demo.ini -correct_inputs = {'ephemerides_type': 'ar', - 'eph_format': 'csv', - 'size_serial_chunk': 5000, - 'aux_format': 'whitespace', - 'pointing_sql_query': 'SELECT observationId, observationStartMJD as observationStartMJD_TAI, visitTime, visitExposureTime, filter, seeingFwhmGeom as seeingFwhmGeom_arcsec, seeingFwhmEff as seeingFwhmEff_arcsec, fiveSigmaDepth as fieldFiveSigmaDepth_mag , fieldRA as fieldRA_deg, fieldDec as fieldDec_deg, rotSkyPos as fieldRotSkyPos_deg FROM observations order by observationId'} +correct_inputs = { + "ephemerides_type": "ar", + "eph_format": "csv", + "size_serial_chunk": 5000, + "aux_format": "whitespace", + "pointing_sql_query": "SELECT observationId, observationStartMJD as observationStartMJD_TAI, visitTime, visitExposureTime, filter, seeingFwhmGeom as seeingFwhmGeom_arcsec, seeingFwhmEff as seeingFwhmEff_arcsec, fiveSigmaDepth as fieldFiveSigmaDepth_mag , fieldRA as fieldRA_deg, fieldDec as fieldDec_deg, rotSkyPos as fieldRotSkyPos_deg FROM observations order by observationId", +} + def test_sorchaConfigs(): # general test to make sure, overall, everything works. checks just one file: sorcha_config_demo.ini config_file_location = get_demo_filepath("sorcha_config_demo.ini") test_configs = sorchaConfigs(config_file_location) - + # check each section to make sure you get what you expect assert correct_inputs == test_configs.inputs.__dict__ + def test_inputConfigs(): input_configs = correct_inputs.copy() # make sure everything populated correctly test_configs = inputConfigs(**input_configs) assert test_configs.__dict__ == input_configs - + # now we check some wrong inputs to make sure they're caught correctly. size_serial_chunk has to be castable as an integer input_configs["size_serial_chunk"] = "five thousand" # we're telling pytest that we expect this command to fail with a SystemExit with pytest.raises(SystemExit) as error_text: - test_configs = inputConfigs(**input_configs) + test_configs = inputConfigs(**input_configs) # and this checks that the error message is what we expect. assert ( @@ -39,30 +43,45 @@ def test_inputConfigs(): == "ERROR: expected an int for config parameter size_serial_chunk. Check value in config file." ) -@pytest.mark.parametrize("key_name", ["ephemerides_type", "eph_format", "size_serial_chunk", "aux_format", "pointing_sql_query"]) + +@pytest.mark.parametrize( + "key_name", ["ephemerides_type", "eph_format", "size_serial_chunk", "aux_format", "pointing_sql_query"] +) def test_inputConfigs_mandatory(key_name): # this loops through the mandatory keys and makes sure the code fails correctly when each is missing input_configs = correct_inputs.copy() del input_configs[key_name] - + with pytest.raises(SystemExit) as error_text: test_configs = inputConfigs(**input_configs) - - assert error_text.value.code == f"ERROR: No value found for required key {key_name} in config file. Please check the file and try again." + + assert ( + error_text.value.code + == f"ERROR: No value found for required key {key_name} in config file. Please check the file and try again." + ) -@pytest.mark.parametrize("key_name, expected_list", [("ephemerides_type", "['ar', 'external']"), ("aux_format", "['comma', 'whitespace', 'csv']"), ("eph_format", "['csv', 'whitespace', 'hdf5']")]) +@pytest.mark.parametrize( + "key_name, expected_list", + [ + ("ephemerides_type", "['ar', 'external']"), + ("aux_format", "['comma', 'whitespace', 'csv']"), + ("eph_format", "['csv', 'whitespace', 'hdf5']"), + ], +) def test_inputConfigs_inlist(key_name, expected_list): # this loops through the inputs keys that need to have one of several set values and makes sure the correct error message triggers when they're not - + input_configs = correct_inputs.copy() - + input_configs[key_name] = "definitely_fake_bad_key" - + with pytest.raises(SystemExit) as error_text: test_configs = inputConfigs(**input_configs) - - assert error_text.value.code == f"ERROR: value definitely_fake_bad_key for config parameter {key_name} not recognised. Expecting one of: {expected_list}." - \ No newline at end of file + + assert ( + error_text.value.code + == f"ERROR: value definitely_fake_bad_key for config parameter {key_name} not recognised. Expecting one of: {expected_list}." + ) From 74a5e2547948c4cbf17383f8b92a768c05d35def Mon Sep 17 00:00:00 2001 From: Ryan Lyttle Date: Mon, 11 Nov 2024 20:15:56 +0000 Subject: [PATCH 05/28] Added dataclass and unit tests for simulation, filters, phasecurve and fadingfunction config sections. --- src/sorcha/utilities/sorchaConfigs.py | 233 +++++++++++++++++++++++-- tests/sorcha/test_sorchaConfigs.py | 236 +++++++++++++++++++++++++- 2 files changed, 452 insertions(+), 17 deletions(-) diff --git a/src/sorcha/utilities/sorchaConfigs.py b/src/sorcha/utilities/sorchaConfigs.py index 7042aaa6..23f97c58 100644 --- a/src/sorcha/utilities/sorchaConfigs.py +++ b/src/sorcha/utilities/sorchaConfigs.py @@ -2,7 +2,7 @@ import configparser import logging import sys - +import numpy as np from sorcha.lightcurves.lightcurve_registration import LC_METHODS from sorcha.activity.activity_registration import CA_METHODS @@ -11,9 +11,7 @@ class inputConfigs: """Data class for holding INPUTS section configuration file keys and validating them.""" - ephemerides_type: str = ( - "" # make sure any defaults are "falsy" so we know when one hasn't populated properly - ) + ephemerides_type: str = ("") """Simulation used for ephemeris input.""" eph_format: str = "" @@ -47,17 +45,177 @@ def _validate_input_configs(self): check_value_in_list(self.aux_format, ["comma", "whitespace", "csv"], "aux_format") self.size_serial_chunk = cast_as_int(self.size_serial_chunk, "size_serial_chunk") +@dataclass +class simulationConfigs: + """Data class for holding SIMULATION section configuration file keys and validating them""" + + ar_ang_fov: float = 0.0 + """the field of view of our search field, in degrees""" + + ar_fov_buffer: float = 0.0 + """the buffer zone around the field of view we want to include, in degrees""" + + ar_picket: float = 0.0 + """imprecise discretization of time that allows us to move progress our simulations forward without getting too granular when we don't have to. the unit is number of days.""" + + ar_obs_code: str = "" + """the obscode is the MPC observatory code for the provided telescope.""" + + ar_healpix_order: int = 0 + """the order of healpix which we will use for the healpy portions of the code.""" + + def __post_init__(self): + """Automagically validates the simulation configs after initialisation.""" + self._validate_simulation_configs() + def _validate_simulation_configs(self): + + # make sure all the mandatory keys have been populated. + check_key_exists(self.ar_ang_fov, "ar_ang_fov") + check_key_exists(self.ar_fov_buffer, "ar_fov_buffer") + check_key_exists(self.ar_picket, "ar_picket") + check_key_exists(self.ar_obs_code, "ar_obs_code") + check_key_exists(self.ar_healpix_order, "ar_healpix_order") + + # some additional checks to make sure they all make sense! + self.ar_ang_fov = cast_as_float(self.ar_ang_fov,"ar_ang_fov") + self.ar_fov_buffer = cast_as_float(self.ar_fov_buffer,"ar_fov_buffer") + self.ar_picket = cast_as_int(self.ar_picket, "ar_picket") + self.ar_obs_code = cast_as_str(self.ar_obs_code,"ar_obs_code") + self.ar_healpix_order = cast_as_int(self.ar_healpix_order,"ar_healpix_order") + + +@dataclass +class filtersConfigs: + """Data class for holding FILTERS section configuration file keys and validating them""" + + observing_filters: str = "" + """Filters of the observations you are interested in, comma-separated.""" + + survey_name : str ="" + """survey name to be used for checking filters are correct""" + + def __post_init__(self): + """Automatically validates the filters configs after initialisation.""" + self._validate_filters_configs() + + def _validate_filters_configs(self): + + check_key_exists(self.observing_filters,"observing_filters") + self.observing_filters = cast_as_str(self.observing_filters,"obsering_filters") + check_key_exists(self.survey_name,"survey_name") + self.observing_filters= [e.strip() for e in self.observing_filters.split(",")] + self.check_for_correct_filters() + + def check_for_correct_filters(self): + + if self.survey_name in ["rubin_sim", "RUBIN_SIM","LSST","lsst"]: + lsst_filters = ["u", "g", "r", "i", "z", "y"] + filters_ok = all(elem in lsst_filters for elem in self.observing_filters) + + if not filters_ok: + bad_list = np.setdiff1d(self.observing_filters, lsst_filters) + logging.error( + "ERROR: Filter(s) {} given in config file are not recognised filters for {} survey.".format( + bad_list, self.survey_name + ) + ) + logging.error("Accepted {} filters: {}".format("LSST", lsst_filters)) + logging.error("Change observing_filters in config file or select another survey.") + sys.exit( + "ERROR: Filter(s) {} given in config file are not recognised filters for {} survey.".format( + bad_list, self.survey_name + ) + ) + +@dataclass +class phasecurvesConfigs: + """Data class for holding PHASECURVES section configuration file keys and validating them""" + + phase_function: str = "" + """The phase function used to calculate apparent magnitude. The physical parameters input""" + + def __post_init__(self): + """Automatically validates the phasecurve configs after initialisation.""" + self._validate_phasecurve_configs() + def _validate_phasecurve_configs(self): + + # make sure all the mandatory keys have been populated. + check_key_exists(self.phase_function, "phase_function") + + check_value_in_list(self.phase_function, ["HG","HG1G2","HG12","linear","none"], "phase_function") + + +@dataclass +class fadingfunctionConfigs: + """Data class for holding FADINGFUNCTION section configuration file keys and validating them""" + + fading_function_on: bool = False + """Detection efficiency fading function on or off.""" + + fading_function_width: float = 0 + """# Width parameter for fading function. Should be greater than zero and less than 0.5.""" + + fading_function_peak_efficiency: float = 0 + """Peak efficiency for the fading function, called the 'fill factor' in Chelsey and Veres (2017).""" + + def __post_init__(self): + """Automagically validates the fading function configs after initialisation.""" + self._validate_fadingfunction_configs() + def _validate_fadingfunction_configs(self): + + # make sure all the mandatory keys have been populated. + check_key_exists(self.fading_function_on, "fading_function_on") + self.fading_function_on = cast_as_bool(self.fading_function_on,"fading_function_on") + + if self.fading_function_on == True: + + #when fading_function_on = true, fading_function_width and fading_function_peak_efficiency now mandatory + check_key_exists(self.fading_function_width, "fading_function_width") + check_key_exists(self.fading_function_peak_efficiency, "fading_function_peak_efficiency") + self.fading_function_width = cast_as_float(self.fading_function_width,"fading_function_width") + self.fading_function_peak_efficiency = cast_as_float(self.fading_function_peak_efficiency,"fading_function_efficiency") + + #boundaries conditions for both width and peak efficency + if self.fading_function_width <= 0.0 or self.fading_function_width > 0.5: + + logging.error( + "ERROR: fading_function_width out of bounds. Must be greater than zero and less than 0.5." + ) + sys.exit( + "ERROR: fading_function_width out of bounds. Must be greater than zero and less than 0.5." + ) + + if self.fading_function_peak_efficiency < 0.0 or self.fading_function_peak_efficiency > 1.0: + logging.error( + "ERROR: fading_function_peak_efficiency out of bounds. Must be between 0 and 1." + ) + sys.exit( + "ERROR: fading_function_peak_efficiency out of bounds. Must be between 0 and 1." + ) + + elif self.fading_function_on == False: + #making sure these aren't populated when self.fading_function_on = False + check_key_doesnt_exist(self.fading_function_width,"fading_function_width","but fading_function_on is False.") + check_key_doesnt_exist(self.fading_function_peak_efficiency,"fading_function_peak_efficiency","but fading_function_on is False.") @dataclass class sorchaConfigs: """Dataclass which stores configuration file keywords in dataclasses.""" - inputs: inputConfigs = ( - None # setting empty defaults because we won't have these ready when we initialise the sorchaConfigs object - ) + inputs: inputConfigs = None """inputConfigs dataclass which stores the keywords from the INPUT section of the config file.""" - # simulation: simulationConfigs = None + simulation: simulationConfigs = None + """simulationConfigs dataclass which stores the keywords from the SIMULATION section of the config file.""" + + filters: filtersConfigs = None + """filtersConfigs dataclass which stores the keywords from the FILTERS section of the config file.""" + + phasecurve: phasecurvesConfigs = None + """phasecurveConfigs dataclass which stores the keywords from the PHASECURVES section of the config file.""" + + fadingfunction: fadingfunctionConfigs = None + """fadingfunctionConfigs dataclass which stores the keywords from the FADINGFUNCTION section of the config file.""" pplogger: None = None """The Python logger instance""" @@ -80,17 +238,24 @@ def __init__(self, config_file_location=None, survey_name=None): ) # now we call a function that populates the class attributes def _read_configs_from_object(self, config_object): + """function that populates the class attributes""" - # do INPUTS section first inputs_dict = dict( config_object["INPUT"] ) # gets just the INPUTS section of the config file as a dictionary self.inputs = inputConfigs(**inputs_dict) - # SIMULATION would be next... - # simulation_dict = dict(config_object["SIMULATION"]) - # self.simulation = simulationConfigs(**simulation_dict) + simulation_dict = dict(config_object["SIMULATION"]) + self.simulation = simulationConfigs(**simulation_dict) + filter_dict = {**config_object["FILTERS"], "survey_name": self.survey_name} + self.filters = filtersConfigs(**filter_dict) + + phasecurve_dict = dict(config_object["PHASECURVES"]) + self.phasecurve = phasecurvesConfigs(**phasecurve_dict) + + fadingfunction_dict = dict(config_object["FADINGFUNCTION"]) + self.fadingfunction = fadingfunctionConfigs(**fadingfunction_dict) ## below are the utility functions used to help validate the keywords, add more as needed @@ -108,6 +273,17 @@ def check_key_exists(value, key_name): ) +def check_key_doesnt_exist(value, key_name,reason): + #checks to make sure value doesn't exist + if value: + logging.error( + f"ERROR: {key_name} supplied in config file {reason}" + ) + sys.exit( + f"ERROR: {key_name} supplied in config file {reason}" + ) + + def cast_as_int(value, key): # replaces PPGetIntOrExit: checks to make sure the value can be cast as an integer. @@ -119,6 +295,39 @@ def cast_as_int(value, key): return int(value) +def cast_as_str(value, key): + + try: + str(value) + except ValueError: + logging.error(f"ERROR: expected a str for config parameter {key}. Check value in config file.") + sys.exit(f"ERROR: expected a str for config parameter {key}. Check value in config file.") + + return str(value) +def cast_as_float(value, key): + # replaces PPGetFloatOrExit: checks to make sure the value can be cast as a float. + + try: + float(value) + except ValueError: + logging.error(f"ERROR: expected a float for config parameter {key}. Check value in config file.") + sys.exit(f"ERROR: expected a float for config parameter {key}. Check value in config file.") + + return float(value) + +def cast_as_bool(value, key): + # replaces PPGetBoolOrExit: checks to make sure the value can be cast as a bool. + + str_value = str(value).strip() + + if str_value in ['true', '1', 'yes', 'y','True']: + return True + elif str_value in ['false', '0', 'no', 'n','False']: + return False + else: + logging.error(f"ERROR: expected a bool for config parameter {key}. Check value in config file.") + sys.exit(f"ERROR: expected a bool for config parameter {key}. Check value in config file.") + def check_value_in_list(value, valuelist, key): # PPConfigParser often checks to see if a config variable is in a list of permissible variables, so this abstracts it out. diff --git a/tests/sorcha/test_sorchaConfigs.py b/tests/sorcha/test_sorchaConfigs.py index 810986af..a7ea2bdc 100644 --- a/tests/sorcha/test_sorchaConfigs.py +++ b/tests/sorcha/test_sorchaConfigs.py @@ -1,7 +1,7 @@ import pytest from sorcha.utilities.dataUtilitiesForTests import get_demo_filepath -from sorcha.utilities.sorchaConfigs import sorchaConfigs, inputConfigs +from sorcha.utilities.sorchaConfigs import sorchaConfigs, inputConfigs, simulationConfigs, filtersConfigs,phasecurvesConfigs ,fadingfunctionConfigs # these are the results we expect from sorcha_config_demo.ini correct_inputs = { @@ -11,17 +11,46 @@ "aux_format": "whitespace", "pointing_sql_query": "SELECT observationId, observationStartMJD as observationStartMJD_TAI, visitTime, visitExposureTime, filter, seeingFwhmGeom as seeingFwhmGeom_arcsec, seeingFwhmEff as seeingFwhmEff_arcsec, fiveSigmaDepth as fieldFiveSigmaDepth_mag , fieldRA as fieldRA_deg, fieldDec as fieldDec_deg, rotSkyPos as fieldRotSkyPos_deg FROM observations order by observationId", } +correct_simulation= { + "ar_ang_fov" : 2.06, + "ar_fov_buffer" : 0.2, + "ar_picket" : 1, + "ar_obs_code" : "X05", + "ar_healpix_order" : 6 + } + +correct_filters= { + "observing_filters" : "r,g,i,z,u,y", + "survey_name" : "rubin_sim" + +} +correct_filters_read= { + "observing_filters" : ['r','g','i','z','u','y'], + "survey_name" : "rubin_sim" + +} + +correct_phasecurve= {"phase_function": "HG"} + +correct_fadingfunction = { + "fading_function_on" : True, + "fading_function_width" : 0.1, + "fading_function_peak_efficiency" : 1. +} def test_sorchaConfigs(): # general test to make sure, overall, everything works. checks just one file: sorcha_config_demo.ini config_file_location = get_demo_filepath("sorcha_config_demo.ini") - test_configs = sorchaConfigs(config_file_location) + test_configs = sorchaConfigs(config_file_location,'rubin_sim') # check each section to make sure you get what you expect assert correct_inputs == test_configs.inputs.__dict__ - + assert correct_simulation == test_configs.simulation.__dict__ + assert correct_filters_read == test_configs.filters.__dict__ + assert correct_phasecurve == test_configs.phasecurve.__dict__ + assert correct_fadingfunction == test_configs.fadingfunction.__dict__ def test_inputConfigs(): @@ -32,7 +61,7 @@ def test_inputConfigs(): # now we check some wrong inputs to make sure they're caught correctly. size_serial_chunk has to be castable as an integer input_configs["size_serial_chunk"] = "five thousand" - + # we're telling pytest that we expect this command to fail with a SystemExit with pytest.raises(SystemExit) as error_text: test_configs = inputConfigs(**input_configs) @@ -43,7 +72,6 @@ def test_inputConfigs(): == "ERROR: expected an int for config parameter size_serial_chunk. Check value in config file." ) - @pytest.mark.parametrize( "key_name", ["ephemerides_type", "eph_format", "size_serial_chunk", "aux_format", "pointing_sql_query"] ) @@ -85,3 +113,201 @@ def test_inputConfigs_inlist(key_name, expected_list): error_text.value.code == f"ERROR: value definitely_fake_bad_key for config parameter {key_name} not recognised. Expecting one of: {expected_list}." ) + + +def test_filtersConfigs(): + + filters_configs=correct_filters.copy() + + test_configs= filtersConfigs(**filters_configs) + assert test_configs.__dict__ == correct_filters_read + + filters_configs["observing_filters"]='a,f,u,g' + with pytest.raises(SystemExit) as error_text: + test_configs = filtersConfigs(**filters_configs) + assert (error_text.value.code == "ERROR: Filter(s) ['a' 'f'] given in config file are not recognised filters for rubin_sim survey.") + +@pytest.mark.parametrize( + "key_name", ["observing_filters","survey_name"] ) +def test_filtersConfigs_mandatory(key_name): + # this loops through the mandatory keys and makes sure the code fails correctly when each is missing + + filter_configs = correct_filters.copy() + del filter_configs[key_name] + + with pytest.raises(SystemExit) as error_text: + test_configs = filtersConfigs(**filter_configs) + + assert ( + error_text.value.code + == f"ERROR: No value found for required key {key_name} in config file. Please check the file and try again." + ) + +def test_simulationConfigs(): + + simulation_configs=correct_simulation.copy() + test_configs= simulationConfigs(**simulation_configs) + assert test_configs.__dict__ == simulation_configs + + simulation_configs["ar_picket"]="one" + + with pytest.raises(SystemExit) as error_text: + test_configs = simulationConfigs(**simulation_configs) + + assert (error_text.value.code == "ERROR: expected an int for config parameter ar_picket. Check value in config file.") + +@pytest.mark.parametrize( + "key_name", ["ar_ang_fov" , "ar_fov_buffer", "ar_picket", "ar_obs_code", "ar_healpix_order"]) +def test_simulationConfigs_mandatory(key_name): + # this loops through the mandatory keys and makes sure the code fails correctly when each is missing + + simulation_configs = correct_simulation.copy() + + del simulation_configs[key_name] + + with pytest.raises(SystemExit) as error_text: + test_configs = simulationConfigs(**simulation_configs) + + assert ( + error_text.value.code + == f"ERROR: No value found for required key {key_name} in config file. Please check the file and try again." + ) + + + +def test_phasecurevConfigs(): + + phasecurve_configs=correct_phasecurve.copy() + test_configs= phasecurvesConfigs(**phasecurve_configs) + assert test_configs.__dict__ == phasecurve_configs + + phasecurve_configs["phase_function"]=10 + + with pytest.raises(SystemExit) as error_text: + test_configs = phasecurvesConfigs(**phasecurve_configs) + + assert (error_text.value.code == "ERROR: value 10 for config parameter phase_function not recognised. Expecting one of: ['HG', 'HG1G2', 'HG12', 'linear', 'none'].") + + + + +@pytest.mark.parametrize( + "key_name", ["phase_function"] ) +def test_phasecurveConfigs_mandatory(key_name): + # this loops through the mandatory keys and makes sure the code fails correctly when each is missing + + phasecurves_configs = correct_phasecurve.copy() + + del phasecurves_configs[key_name] + + with pytest.raises(SystemExit) as error_text: + test_configs = phasecurvesConfigs(**phasecurves_configs) + + assert ( + error_text.value.code + == f"ERROR: No value found for required key {key_name} in config file. Please check the file and try again." + ) + +@pytest.mark.parametrize( + "key_name, expected_list", + [ + ("phase_function", "['HG', 'HG1G2','HG12','linear','none']") + ], +) +def test_phasecurveConfigs_inlist(key_name, expected_list): + # this loops through the inputs keys that need to have one of several set values and makes sure the correct error message triggers when they're not + + phasecurve_configs = correct_phasecurve.copy() + + phasecurve_configs[key_name] = "definitely_fake_bad_key" + + with pytest.raises(SystemExit) as error_text: + test_configs = phasecurvesConfigs(**phasecurve_configs) + + assert ( + error_text.value.code + == f"ERROR: value definitely_fake_bad_key for config parameter {key_name} not recognised. Expecting one of: {expected_list}." + ) + +def test_fadingfunctionConfig(): + + fadingfunction_configs=correct_fadingfunction.copy() + test_configs= fadingfunctionConfigs(**fadingfunction_configs) + assert test_configs.__dict__ == fadingfunction_configs + + fadingfunction_configs["fading_function_width"] = 'ten' + with pytest.raises(SystemExit) as error_text: + test_configs = fadingfunctionConfigs(**fadingfunction_configs) + + assert (error_text.value.code == "ERROR: expected a float for config parameter fading_function_width. Check value in config file.") + + fadingfunction_configs=correct_fadingfunction.copy() + test_configs= fadingfunctionConfigs(**fadingfunction_configs) + assert test_configs.__dict__ == fadingfunction_configs + + fadingfunction_configs["fading_function_on"] = 'ten' + with pytest.raises(SystemExit) as error_text: + test_configs = fadingfunctionConfigs(**fadingfunction_configs) + + assert (error_text.value.code == "ERROR: expected a bool for config parameter fading_function_on. Check value in config file.") + + fadingfunction_configs=correct_fadingfunction.copy() + test_configs= fadingfunctionConfigs(**fadingfunction_configs) + assert test_configs.__dict__ == fadingfunction_configs + #testing it will correctly reject fading_function_width and fading_function_peak_efficiency + fadingfunction_configs["fading_function_on"] = "False" + with pytest.raises(SystemExit) as error_text: + test_configs = fadingfunctionConfigs(**fadingfunction_configs) + assert (error_text.value.code == "ERROR: fading_function_width supplied in config file but fading_function_on is False.") + +@pytest.mark.parametrize( + "key_name", ["fading_function_on","fading_function_width","fading_function_peak_efficiency"] ) +def test_fadingfunction_mandatory(key_name): + # this loops through the mandatory keys and makes sure the code fails correctly when each is missing + + fadingfunction_configs = correct_fadingfunction.copy() + + del fadingfunction_configs[key_name] + + with pytest.raises(SystemExit) as error_text: + test_configs = fadingfunctionConfigs(**fadingfunction_configs) + + assert ( + error_text.value.code + == f"ERROR: No value found for required key {key_name} in config file. Please check the file and try again." + ) + +@pytest.mark.parametrize( + "key_name", ["fading_function_width","fading_function_peak_efficiency"] ) +def test_fadingfunction_notrequired(key_name): +# tests that "fading_function_width" and "fading_function_peak_efficiency" are not called when "fading_function_on" is false + fadingfunction_configs = correct_fadingfunction.copy() + fadingfunction_configs["fading_function_on"]= "False" + fadingfunction_configs["fading_function_width"] = 0 + fadingfunction_configs["fading_function_peak_efficiency"] = 0 + fadingfunction_configs[key_name]=0.5 + with pytest.raises(SystemExit) as error_text: + test_configs = fadingfunctionConfigs(**fadingfunction_configs) + assert ( + error_text.value.code + == f"ERROR: {key_name} supplied in config file but fading_function_on is False." + ) + +@pytest.mark.parametrize( + "key_name", ["fading_function_width","fading_function_peak_efficiency"] ) +def test_fadingfunction_outofbounds(key_name): + fadingfunction_configs = correct_fadingfunction.copy() + fadingfunction_configs[key_name]=10 + if key_name =="fading_function_width": + with pytest.raises(SystemExit) as error_text: + test_configs = fadingfunctionConfigs(**fadingfunction_configs) + assert ( + error_text.value.code + == "ERROR: fading_function_width out of bounds. Must be greater than zero and less than 0.5." + ) + if key_name == "fading_function_peak_efficiency": + with pytest.raises(SystemExit) as error_text: + test_configs = fadingfunctionConfigs(**fadingfunction_configs) + assert ( + error_text.value.code + == "ERROR: fading_function_peak_efficiency out of bounds. Must be between 0 and 1.") From 065e2bf89bc352d947ce40fe66a72b8aee85b512 Mon Sep 17 00:00:00 2001 From: Ryan Lyttle Date: Wed, 13 Nov 2024 19:20:25 +0000 Subject: [PATCH 06/28] Added rest of config dataclasses Added dataclasses for: saturation, fov, linkingfilter, output, lightcurve, activity and expert config sections. --- src/sorcha/utilities/sorchaConfigs.py | 414 +++++++++++++++++++++++++- tests/sorcha/test_sorchaConfigs.py | 257 +++++++++++++++- 2 files changed, 653 insertions(+), 18 deletions(-) diff --git a/src/sorcha/utilities/sorchaConfigs.py b/src/sorcha/utilities/sorchaConfigs.py index 23f97c58..2a9d80e4 100644 --- a/src/sorcha/utilities/sorchaConfigs.py +++ b/src/sorcha/utilities/sorchaConfigs.py @@ -67,6 +67,7 @@ class simulationConfigs: def __post_init__(self): """Automagically validates the simulation configs after initialisation.""" self._validate_simulation_configs() + def _validate_simulation_configs(self): # make sure all the mandatory keys have been populated. @@ -97,16 +98,16 @@ class filtersConfigs: def __post_init__(self): """Automatically validates the filters configs after initialisation.""" self._validate_filters_configs() - + def _validate_filters_configs(self): check_key_exists(self.observing_filters,"observing_filters") self.observing_filters = cast_as_str(self.observing_filters,"obsering_filters") check_key_exists(self.survey_name,"survey_name") self.observing_filters= [e.strip() for e in self.observing_filters.split(",")] - self.check_for_correct_filters() + self._check_for_correct_filters() - def check_for_correct_filters(self): + def _check_for_correct_filters(self): if self.survey_name in ["rubin_sim", "RUBIN_SIM","LSST","lsst"]: lsst_filters = ["u", "g", "r", "i", "z", "y"] @@ -127,6 +128,41 @@ def check_for_correct_filters(self): ) ) +@dataclass +class saturationConfigs: + """Data class for holding SATURATION section configuration file keys and validating them""" + + bright_limit_on: bool = False + + bright_limit: float = 0 + """ Upper magnitude limit on sources that will overfill the detector pixels/have counts above the non-linearity regime of the pixels where one can’t do photometry. Objects brighter than this limit (in magnitude) will be cut. """ + + observing_filters: list = 0 + """Filters of the observations you are interested in, comma-separated.""" + + def __post_init__(self): + """Automatically validates the filters configs after initialisation.""" + self._validate_saturation_configs() + + def _validate_saturation_configs(self): + check_key_exists(self.observing_filters,"observing_filters") + if self.bright_limit: + self.bright_limit_on = True + + if self.bright_limit_on: + try: + self.bright_limit = [float(e.strip()) for e in self.bright_limit.split(",")] + except ValueError: + logging.error("ERROR: could not parse brightness limits. Check formatting and try again.") + sys.exit("ERROR: could not parse brightness limits. Check formatting and try again.") + if len(self.bright_limit) != 1 and len(self.bright_limit) != len(self.observing_filters): + logging.error( + "ERROR: list of saturation limits is not the same length as list of observing filters." + ) + sys.exit( + "ERROR: list of saturation limits is not the same length as list of observing filters." + ) + @dataclass class phasecurvesConfigs: """Data class for holding PHASECURVES section configuration file keys and validating them""" @@ -137,6 +173,7 @@ class phasecurvesConfigs: def __post_init__(self): """Automatically validates the phasecurve configs after initialisation.""" self._validate_phasecurve_configs() + def _validate_phasecurve_configs(self): # make sure all the mandatory keys have been populated. @@ -144,7 +181,76 @@ def _validate_phasecurve_configs(self): check_value_in_list(self.phase_function, ["HG","HG1G2","HG12","linear","none"], "phase_function") +@dataclass +class fovConfigs: + """Data class for holding FOV section configuration file keys and validating them""" + + camera_model: str = "" + """Choose between circular or actual camera footprint, including chip gaps.""" + + footprint_path: str = "" + """Path to camera footprint file. Uncomment to provide a path to the desired camera detector configuration file if not using the default built-in LSSTCam detector configuration for the actual camera footprint.""" + + fill_factor: str = "" + """Fraction of detector surface area which contains CCD -- simulates chip gaps for OIF output. Comment out if using camera footprint.""" + + circle_radius: float = 0 + """Radius of the circle for a circular footprint (in degrees). Float. Comment out or do not include if using footprint camera model.""" + + footprint_edge_threshold: float = 0 + """The distance from the edge of a detector (in arcseconds on the focal plane) at which we will not correctly extract an object. By default this is 10px or 2 arcseconds. Comment out or do not include if not using footprint camera model.""" + + survey_name: str = "" + """name of survey""" + + def __post_init__(self): + self._validate_fov_configs() + + def _validate_fov_configs(self): + + check_key_exists(self.camera_model,"camera_model") + check_value_in_list(self.camera_model,["circle", "footprint"],"camera_model") + + if self.camera_model == "footprint": + self._camera_footprint() + elif self.camera_model == "circle": + self._camera_circle() + + def _camera_footprint(self): + + if self.footprint_path: + PPFindFileOrExit(self.footprint_path,"footprint_path") + elif self.survey_name.lower() not in ["lsst","rubin_sim"]: + logging.error("a default detector footprint is currently only provided for LSST; please provide your own footprint file.") + sys.exit("a default detector footprint is currently only provided for LSST; please provide your own footprint file.") + + check_key_exists(self.footprint_edge_threshold,"footprint_edge_threshold") + self.footprint_edge_threshold = cast_as_float(self.footprint_edge_threshold,"footprint_edge_threshold") + check_key_doesnt_exist(self.fill_factor,"fill_factor",'but camera model is not "circle".') + check_key_doesnt_exist(self.circle_radius,"circle_radius",'but camera model is not "circle".') + + def _camera_circle(self): + + if self.fill_factor: + self.fill_factor = cast_as_float(self.fill_factor,"fill_factor") + if self.fill_factor < 0.0 or self.fill_factor > 1.0: + logging.error("ERROR: fill_factor out of bounds. Must be between 0 and 1.") + sys.exit("ERROR: fill_factor out of bounds. Must be between 0 and 1.") + elif self.circle_radius: + self.circle_radius = cast_as_float(self.circle_radius,"circle_radius") + if self.circle_radius < 0.0: + logging.error("ERROR: circle_radius is negative.") + sys.exit("ERROR: circle_radius is negative.") + elif not self.fill_factor and not self.circle_radius: + logging.error( + 'ERROR: either "fill_factor" or "circle_radius" must be specified for circular footprint.' + ) + sys.exit( + 'ERROR: either "fill_factor" or "circle_radius" must be specified for circular footprint.' + ) + check_key_doesnt_exist(self.footprint_edge_threshold,"footprint_edge_threshold",'but camera model is not "footprint".') + @dataclass class fadingfunctionConfigs: """Data class for holding FADINGFUNCTION section configuration file keys and validating them""" @@ -153,7 +259,7 @@ class fadingfunctionConfigs: """Detection efficiency fading function on or off.""" fading_function_width: float = 0 - """# Width parameter for fading function. Should be greater than zero and less than 0.5.""" + """Width parameter for fading function. Should be greater than zero and less than 0.5.""" fading_function_peak_efficiency: float = 0 """Peak efficiency for the fading function, called the 'fill factor' in Chelsey and Veres (2017).""" @@ -161,6 +267,7 @@ class fadingfunctionConfigs: def __post_init__(self): """Automagically validates the fading function configs after initialisation.""" self._validate_fadingfunction_configs() + def _validate_fadingfunction_configs(self): # make sure all the mandatory keys have been populated. @@ -175,12 +282,12 @@ def _validate_fadingfunction_configs(self): self.fading_function_width = cast_as_float(self.fading_function_width,"fading_function_width") self.fading_function_peak_efficiency = cast_as_float(self.fading_function_peak_efficiency,"fading_function_efficiency") - #boundaries conditions for both width and peak efficency + #boundary conditions for both width and peak efficency if self.fading_function_width <= 0.0 or self.fading_function_width > 0.5: logging.error( - "ERROR: fading_function_width out of bounds. Must be greater than zero and less than 0.5." - ) + "ERROR: fading_function_width out of bounds. Must be greater than zero and less than 0.5." + ) sys.exit( "ERROR: fading_function_width out of bounds. Must be greater than zero and less than 0.5." ) @@ -199,6 +306,223 @@ def _validate_fadingfunction_configs(self): check_key_doesnt_exist(self.fading_function_peak_efficiency,"fading_function_peak_efficiency","but fading_function_on is False.") @dataclass +class linkingfilterConfigs: + """Data class for holding LINKINGFILTER section configuration file keys and validating them.""" + + SSP_linking_on: bool = False + """checks to see if model should run SSP linking filter""" + + drop_unlinked: bool = True + + SSP_detection_efficiency: float = 0 + """SSP detection efficiency. Which fraction of the observations of an object will the automated solar system processing pipeline successfully link? Float.""" + + SSP_number_observations: int = 0 + """Length of tracklets. How many observations of an object during one night are required to produce a valid tracklet?""" + SSP_separation_threshold: float = 0 + """Minimum separation (in arcsec) between two observations of an object required for the linking software to distinguish them as separate and therefore as a valid tracklet.""" + + SSP_maximum_time: float = 0 + """Maximum time separation (in days) between subsequent observations in a tracklet. Default is 0.0625 days (90mins).""" + + SSP_number_tracklets: int = 0 + """Number of tracklets for detection. How many tracklets are required to classify an object as detected? """ + + SSP_track_window: int = 0 + """The number of tracklets defined above must occur in <= this number of days to constitute a complete track/detection.""" + + SSP_night_start_utc: float = 0 + """The time in UTC at which it is noon at the observatory location (in standard time). For the LSST, 12pm Chile Standard Time is 4pm UTC.""" + + def __post_init__(self): + self._validate_linkingfilter_configs + + def _validate_linkingfilter_configs(self): + + SSPvariables = [ + self.SSP_separation_threshold, + self.SSP_number_observations, + self.SSP_number_tracklets, + self.SSP_track_window, + self.SSP_detection_efficiency, + self.SSP_maximum_time, + self.SSP_night_start_utc + ] + # the below if-statement explicitly checks for None so a zero triggers the correct error + if all(v is not None for v in SSPvariables): + if self.SSP_number_observations < 1: + logging.error("ERROR: SSP_number_observations is zero or negative.") + sys.exit("ERROR: SSP_number_observations is zero or negative.") + + if self.SSP_number_tracklets < 1: + logging.error("ERROR: SSP_number_tracklets is zero or less.") + sys.exit("ERROR: SSP_number_tracklets is zero or less.") + + if self.SSP_track_window <= 0.0: + logging.error("ERROR: SSP_track_window is negative.") + sys.exit("ERROR: SSP_track_window is negative.") + + if self.SSP_detection_efficiency > 1.0 or self.SSP_detection_efficiency > 1.0: + logging.error("ERROR: SSP_detection_efficiency out of bounds (should be between 0 and 1).") + sys.exit("ERROR: SSP_detection_efficiency out of bounds (should be between 0 and 1).") + + if self.SSP_separation_threshold <= 0.0: + logging.error("ERROR: SSP_separation_threshold is zero or negative.") + sys.exit("ERROR: SSP_separation_threshold is zero or negative.") + + if self.SSP_maximum_time < 0: + logging.error("ERROR: SSP_maximum_time is negative.") + sys.exit("ERROR: SSP_maximum_time is negative.") + + if self.SSP_night_start_utc > 24.0 or self.SSP_night_start_utc < 0.0: + logging.error("ERROR: SSP_night_start_utc must be a valid time between 0 and 24 hours.") + sys.exit("ERROR: SSP_night_start_utc must be a valid time between 0 and 24 hours.") + + self.SSP_linking_on = True + elif not any(SSPvariables): + self.SSP_linking_on = False + else: + logging.error( + "ERROR: only some SSP linking variables supplied. Supply all five required variables for SSP linking filter, or none to turn filter off." + ) + sys.exit( + "ERROR: only some SSP linking variables supplied. Supply all five required variables for SSP linking filter, or none to turn filter off." + ) + self.drop_unlinked = cast_as_bool(self.drop_unlinked,"drop_unlinked") + +@dataclass +class outputConfigs: + """Data class for holding OUTPUT section configuration file keys and validating them.""" + + output_format: str = "" + """Output format of the output file[s]""" + + output_columns: str = "" + """Controls which columns are in the output files.""" + + position_decimals: float = 0 + """position decimal places""" + + magnitude_decimals: float = 0 + """magnitude decimal places""" + + def __post_init__(self): + """Automagically validates the input configs after initialisation.""" + self._validate_output_configs() + + def _validate_output_configs(self): + + # make sure all the mandatory keys have been populated. + check_key_exists(self.output_format, "output_format") + check_key_exists(self.output_columns, "output_columns") + + + # some additional checks to make sure they all make sense! + check_value_in_list(self.output_format, ["csv", "sqlite3","hdf5"], "output_format") + + if ( + "," in self.output_columns + ): # assume list of column names: turn into a list and strip whitespace + self.output_columns = [ + colname.strip(" ") for colname in self.output_columns.split(",") + ] + else: + check_value_in_list(self.output_columns, ["basic", "all"], "output_columns") + self._validate_decimals() + def _validate_decimals(self): + self.position_decimals = cast_as_float(self.position_decimals,"position_decimals") + self.magnitude_decimals = cast_as_float(self.magnitude_decimals,"magnitude_decimals") + if self.position_decimals and self.position_decimals < 0: + logging.error("ERROR: decimal places config variables cannot be negative.") + sys.exit("ERROR: decimal places config variables cannot be negative.") + if self.magnitude_decimals and self.magnitude_decimals < 0: + logging.error("ERROR: decimal places config variables cannot be negative.") + sys.exit("ERROR: decimal places config variables cannot be negative.") + +@dataclass +class lightcurveConfigs: + """Data class for holding LIGHTCURVE section configuration file keys and validating them.""" + + lc_model: str = "" + """The unique name of the lightcurve model to use. Defined in the ``name_id`` method of the subclasses of AbstractLightCurve. If not none, the complex physical parameters file must be specified at the command line.lc_model = none""" + + def __post_init__(self): + self._validate_lightcurve_configs(self) + + def _validate_lightcurve_configs(self): + self.lc_model = None if self.lc_model == "none" else self.lc_model + if self.lc_model and self.lc_model not in LC_METHODS: + logging.error(f"The requested light curve model, '{self.lc_model}', is not registered. Available lightcurve options are: {list(LC_METHODS.keys())}") + sys.exit(f"The requested light curve model, '{self.lc_model}', is not registered. Available lightcurve options are: {list(LC_METHODS.keys())}") + +@dataclass +class activityConfigs: + """Data class for holding Activity section configuration file keys and validating them.""" + + comet_activity: str = "" + """The unique name of the actvity model to use. Defined in the ``name_id`` method of the subclasses of AbstractCometaryActivity. If not none, a complex physical parameters file must be specified at the command line.""" + + def __post_init__(self): + self._validate_activity_configs(self) + + def _validate_activity_configs(self): + self.comet_activity = None if self.comet_activity == "none" else self.comet_activity + if self.comet_activity and self.comet_activity not in CA_METHODS: + logging.error(f"The requested comet activity model, '{self.comet_activity}', is not registered. Available comet activity models are: {list(CA_METHODS.keys())}") + sys.exit(f"The requested comet activity model, '{self.comet_activity}', is not registered. Available comet activity models are: {list(CA_METHODS.keys())}") + +@dataclass +class expertConfigs: + """Data class for holding expert section configuration file keys and validating them.""" + + SNR_limit: float = 0 + + SNR_limit_on: bool = False + + mag_limit: float = 0 + + mag_limit_on: bool = False + + trailing_losses_on: bool = True + + default_SNR_cut: bool = True + + randomization_on: bool = True + + vignetting_on: bool = True + + def __post_init__(self): + self._validate_expert_configs + + def _validate_expert_configs(self): + + if self.SNR_limit: + self.SNR_limit_on = True + + if self.mag_limit: + self.mag_limit_on = True + + if self.SNR_limit < 0: + logging.error("ERROR: SNR limit is negative.") + sys.exit("ERROR: SNR limit is negative.") + + if self.mag_limit < 0: + logging.error("ERROR: magnitude limit is negative.") + sys.exit("ERROR: magnitude limit is negative.") + + if self.mag_limit_on and self.SNR_limit_on: + logging.error( + "ERROR: SNR limit and magnitude limit are mutually exclusive. Please delete one or both from config file." + ) + sys.exit( + "ERROR: SNR limit and magnitude limit are mutually exclusive. Please delete one or both from config file." + ) + + self.trailing_losses_on = cast_as_bool(self.trailing_losses_on,"trailing_losses_on") + self.default_SNR_cut = cast_as_bool(self.default_SNR_cut,"default_SNR_cut") + self.randomization_on = cast_as_bool(self.randomization_on,"randomization_on") + self.vignetting_on = cast_as_bool(self.vignetting_on,"vignetting_on") +@dataclass class sorchaConfigs: """Dataclass which stores configuration file keywords in dataclasses.""" @@ -211,12 +535,33 @@ class sorchaConfigs: filters: filtersConfigs = None """filtersConfigs dataclass which stores the keywords from the FILTERS section of the config file.""" + saturation: saturationConfigs = None + """saturationConfigs dataclass which stores the keywords from the SATURATION section of the config file.""" + phasecurve: phasecurvesConfigs = None """phasecurveConfigs dataclass which stores the keywords from the PHASECURVES section of the config file.""" + fov: fovConfigs = None + """fovConfigs dataclass which stores the keywords from the FOV section of the config file.""" + fadingfunction: fadingfunctionConfigs = None """fadingfunctionConfigs dataclass which stores the keywords from the FADINGFUNCTION section of the config file.""" + linkingfilter: linkingfilterConfigs = None + """linkingfilterConfigs dataclass which stores the keywords from the LINKINGFILTER section of the config file.""" + + output: outputConfigs = None + """outputConfigs dataclass which stores the keywords from the OUTPUT section of the config file.""" + + lightcure: lightcurveConfigs = None + """lightcurveConfigs dataclass which stores the keywords from the LIGHTCURVE section of the config file.""" + + activity: activityConfigs = None + """activityConfigs dataclass which stores the keywords from the ACTIVITY section of the config file.""" + + expert: expertConfigs = None + """expertConfigs dataclass which stores the keywords from the EXPERT section of the config file.""" + pplogger: None = None """The Python logger instance""" @@ -240,9 +585,7 @@ def __init__(self, config_file_location=None, survey_name=None): def _read_configs_from_object(self, config_object): """function that populates the class attributes""" - inputs_dict = dict( - config_object["INPUT"] - ) # gets just the INPUTS section of the config file as a dictionary + inputs_dict = dict(config_object["INPUT"]) self.inputs = inputConfigs(**inputs_dict) simulation_dict = dict(config_object["SIMULATION"]) @@ -250,13 +593,34 @@ def _read_configs_from_object(self, config_object): filter_dict = {**config_object["FILTERS"], "survey_name": self.survey_name} self.filters = filtersConfigs(**filter_dict) - + + saturation_dict= {**config_object["SATURATION"], "observing_filters":self.filters.observing_filters} + self.saturation = saturationConfigs(**saturation_dict) + phasecurve_dict = dict(config_object["PHASECURVES"]) self.phasecurve = phasecurvesConfigs(**phasecurve_dict) + fov_dict = {**config_object["FOV"], "survey_name": self.survey_name} + self.fov = fovConfigs(**fov_dict) + fadingfunction_dict = dict(config_object["FADINGFUNCTION"]) self.fadingfunction = fadingfunctionConfigs(**fadingfunction_dict) + linkingfilter_dict = dict(config_object["LINKINGFILTER"]) + self.linkingfilter = linkingfilterConfigs(**linkingfilter_dict) + + output_dict = dict(config_object["OUTPUT"]) + self.output = outputConfigs(**output_dict) + + lightcurve_dict = dict(config_object["LIGHTCURVE"]) + self.lightcure = lightcurveConfigs(**lightcurve_dict) + + activity_dict = dict(config_object["ACTIVITY"]) + self.activity = activityConfigs(**activity_dict) + + expert_dict = dict(config_object["EXPERT"]) + self.expert = expertConfigs(**expert_dict) + ## below are the utility functions used to help validate the keywords, add more as needed @@ -339,3 +703,31 @@ def check_value_in_list(value, valuelist, key): sys.exit( f"ERROR: value {value} for config parameter {key} not recognised. Expecting one of: {valuelist}." ) + + +def PPFindFileOrExit(arg_fn, argname): + """Checks to see if a file given by a filename exists. If it doesn't, + this fails gracefully and exits to the command line. + + Parameters + ----------- + arg_fn : string + The filepath/name of the file to be checked. + + argname : string + The name of the argument being checked. Used for error message. + + Returns + ---------- + arg_fn : string + The filepath/name of the file to be checked. + + """ + + pplogger = logging.getLogger(__name__) + + if os.path.exists(arg_fn): + return arg_fn + else: + pplogger.error("ERROR: filename {} supplied for {} argument does not exist.".format(arg_fn, argname)) + sys.exit("ERROR: filename {} supplied for {} argument does not exist.".format(arg_fn, argname)) diff --git a/tests/sorcha/test_sorchaConfigs.py b/tests/sorcha/test_sorchaConfigs.py index a7ea2bdc..bf59dd03 100644 --- a/tests/sorcha/test_sorchaConfigs.py +++ b/tests/sorcha/test_sorchaConfigs.py @@ -1,7 +1,7 @@ import pytest from sorcha.utilities.dataUtilitiesForTests import get_demo_filepath -from sorcha.utilities.sorchaConfigs import sorchaConfigs, inputConfigs, simulationConfigs, filtersConfigs,phasecurvesConfigs ,fadingfunctionConfigs +from sorcha.utilities.sorchaConfigs import sorchaConfigs, inputConfigs, simulationConfigs, filtersConfigs, saturationConfigs, phasecurvesConfigs, fovConfigs, fadingfunctionConfigs ,outputConfigs # these are the results we expect from sorcha_config_demo.ini correct_inputs = { @@ -19,17 +19,27 @@ "ar_healpix_order" : 6 } -correct_filters= { +correct_filters_read= { "observing_filters" : "r,g,i,z,u,y", "survey_name" : "rubin_sim" } -correct_filters_read= { +correct_filters= { "observing_filters" : ['r','g','i','z','u','y'], "survey_name" : "rubin_sim" } +correct_saturation= { + "bright_limit_on" : True, + "bright_limit" : [16.0], + "observing_filters" : ['r','g','i','z','u','y'] +} +correct_saturation_read= { + "bright_limit" : "16.0", + "observing_filters" : ['r','g','i','z','u','y'] +} + correct_phasecurve= {"phase_function": "HG"} correct_fadingfunction = { @@ -37,8 +47,27 @@ "fading_function_width" : 0.1, "fading_function_peak_efficiency" : 1. } +correct_fov = { + "camera_model" : "footprint", + 'footprint_path': '', + 'fill_factor': '', + 'circle_radius': 0, + 'footprint_edge_threshold': 2.0, + 'survey_name': 'rubin_sim' +} +correct_fov_read = { + "camera_model" : "footprint", + "footprint_edge_threshold" : 2., + 'survey_name': 'rubin_sim' +} +correct_output = { + "output_format" : "csv", + "output_columns" : "basic", + 'position_decimals': 0.0, + 'magnitude_decimals': 0.0 +} def test_sorchaConfigs(): # general test to make sure, overall, everything works. checks just one file: sorcha_config_demo.ini @@ -48,10 +77,14 @@ def test_sorchaConfigs(): # check each section to make sure you get what you expect assert correct_inputs == test_configs.inputs.__dict__ assert correct_simulation == test_configs.simulation.__dict__ - assert correct_filters_read == test_configs.filters.__dict__ + assert correct_filters == test_configs.filters.__dict__ + assert correct_saturation == test_configs.saturation.__dict__ assert correct_phasecurve == test_configs.phasecurve.__dict__ + assert correct_fov == test_configs.fov.__dict__ assert correct_fadingfunction == test_configs.fadingfunction.__dict__ + assert correct_output == test_configs.output.__dict__ +test_sorchaConfigs() def test_inputConfigs(): input_configs = correct_inputs.copy() @@ -117,10 +150,10 @@ def test_inputConfigs_inlist(key_name, expected_list): def test_filtersConfigs(): - filters_configs=correct_filters.copy() + filters_configs=correct_filters_read.copy() test_configs= filtersConfigs(**filters_configs) - assert test_configs.__dict__ == correct_filters_read + assert test_configs.__dict__ == correct_filters filters_configs["observing_filters"]='a,f,u,g' with pytest.raises(SystemExit) as error_text: @@ -132,7 +165,7 @@ def test_filtersConfigs(): def test_filtersConfigs_mandatory(key_name): # this loops through the mandatory keys and makes sure the code fails correctly when each is missing - filter_configs = correct_filters.copy() + filter_configs = correct_filters_read.copy() del filter_configs[key_name] with pytest.raises(SystemExit) as error_text: @@ -143,6 +176,58 @@ def test_filtersConfigs_mandatory(key_name): == f"ERROR: No value found for required key {key_name} in config file. Please check the file and try again." ) +def test_saturationConfigs(): + + saturation_configs = correct_saturation_read.copy() + + # make sure everything populated correctly + test_configs = saturationConfigs(**saturation_configs) + assert test_configs.__dict__ == correct_saturation + + # now we check some wrong inputs to make sure they're caught correctly. size_serial_chunk has to be castable as an integer + saturation_configs["bright_limit"]="10,2" + + # we're telling pytest that we expect this command to fail with a SystemExit + with pytest.raises(SystemExit) as error_text: + test_configs = saturationConfigs(**saturation_configs) + + # and this checks that the error message is what we expect. + assert ( + error_text.value.code + == "ERROR: list of saturation limits is not the same length as list of observing filters." + ) + saturation_configs["bright_limit"]="10;2" + + # we're telling pytest that we expect this command to fail with a SystemExit + with pytest.raises(SystemExit) as error_text: + test_configs = saturationConfigs(**saturation_configs) + + # and this checks that the error message is what we expect. + assert ( + error_text.value.code + == "ERROR: could not parse brightness limits. Check formatting and try again." + ) + + +@pytest.mark.parametrize( +"key_name", ["observing_filters"]) +def test_saturationConfigs_mandatory(key_name): + # this loops through the mandatory keys and makes sure the code fails correctly when each is missing + + saturation_configs = correct_saturation_read.copy() + + del saturation_configs[key_name] + + with pytest.raises(SystemExit) as error_text: + test_configs = saturationConfigs(**saturation_configs) + + assert ( + error_text.value.code + == f"ERROR: No value found for required key {key_name} in config file. Please check the file and try again." + ) + + + def test_simulationConfigs(): simulation_configs=correct_simulation.copy() @@ -229,6 +314,65 @@ def test_phasecurveConfigs_inlist(key_name, expected_list): == f"ERROR: value definitely_fake_bad_key for config parameter {key_name} not recognised. Expecting one of: {expected_list}." ) +def test_fovConfigs(): + + fov_configs=correct_fov_read.copy() + + test_configs= fovConfigs(**fov_configs) + assert test_configs.__dict__ == correct_fov + + fov_configs["camera_model"]= "fake_model" + with pytest.raises(SystemExit) as error_text: + test_configs = fovConfigs(**fov_configs) + assert (error_text.value.code == "ERROR: value fake_model for config parameter camera_model not recognised. Expecting one of: ['circle', 'footprint'].") + + fov_configs=correct_fov_read.copy() + fov_configs["camera_model"] = "circle" + + with pytest.raises(SystemExit) as error_text: + test_configs = fovConfigs(**fov_configs) + assert (error_text.value.code == 'ERROR: either "fill_factor" or "circle_radius" must be specified for circular footprint.') + + +test_fovConfigs() +@pytest.mark.parametrize( + "key_name", ["camera_model" , "fill_factor","circle_radius", "footprint_edge_threshold"]) + +def test_fovConfigs_mandatory(key_name): + + fov_configs=correct_fov_read.copy() + if (key_name == "camera_model" or key_name == "footprint_edge_threshold") and fov_configs["camera_model"] == "footprint": + + del fov_configs[key_name] + with pytest.raises(SystemExit) as error_text: + test_configs = fovConfigs(**fov_configs) + assert (error_text.value.code == f"ERROR: No value found for required key {key_name} in config file. Please check the file and try again.") + + if (key_name == "fill_factor" or key_name == "circle_raidus") and fov_configs["camera_model"] == "footprint": + fov_configs[key_name] = 0.5 + with pytest.raises(SystemExit) as error_text: + test_configs = fovConfigs(**fov_configs) + reason='but camera model is not "circle".' + assert (error_text.value.code == f"ERROR: {key_name} supplied in config file {reason}") +@pytest.mark.parametrize( + "key_name", ["fill_factor","circle_radius"]) +def test_fovConfigs_bounds(key_name): + + fov_configs=correct_fov_read.copy() + fov_configs["camera_model"] = "circle" + fov_configs[key_name] = -0.1 + if key_name == "fill_factor": + + with pytest.raises(SystemExit) as error_text: + test_configs = fovConfigs(**fov_configs) + assert (error_text.value.code == "ERROR: fill_factor out of bounds. Must be between 0 and 1.") + elif key_name == "circle_radius": + with pytest.raises(SystemExit) as error_text: + test_configs = fovConfigs(**fov_configs) + assert (error_text.value.code == "ERROR: circle_radius is negative.") + + + def test_fadingfunctionConfig(): fadingfunction_configs=correct_fadingfunction.copy() @@ -311,3 +455,102 @@ def test_fadingfunction_outofbounds(key_name): assert ( error_text.value.code == "ERROR: fading_function_peak_efficiency out of bounds. Must be between 0 and 1.") + +def test_outputConfigs(): + + output_configs = correct_output.copy() + # make sure everything populated correctly + test_configs = outputConfigs(**output_configs) + assert test_configs.__dict__ == output_configs + + # now we check some wrong inputs to make sure they're caught correctly. size_serial_chunk has to be castable as an integer + output_configs["output_format"] = "fake_format" + + # we're telling pytest that we expect this command to fail with a SystemExit + with pytest.raises(SystemExit) as error_text: + test_configs = outputConfigs(**output_configs) + + # and this checks that the error message is what we expect. + assert ( + error_text.value.code + == "ERROR: value fake_format for config parameter output_format not recognised. Expecting one of: ['csv', 'sqlite3', 'hdf5']." + ) + +@pytest.mark.parametrize( + "key_name", ["output_format", "output_columns"] +) +def test_outputConfigs_mandatory(key_name): + # this loops through the mandatory keys and makes sure the code fails correctly when each is missing + + output_configs = correct_output.copy() + + del output_configs[key_name] + + with pytest.raises(SystemExit) as error_text: + test_configs = outputConfigs(**output_configs) + + assert ( + error_text.value.code + == f"ERROR: No value found for required key {key_name} in config file. Please check the file and try again." + ) + +@pytest.mark.parametrize( + "key_name, expected_list", + [ + ("output_format", "['csv', 'sqlite3', 'hdf5']"), + ("output_columns", "['basic', 'all']"), + ], +) +def test_outputConfigs_inlist(key_name, expected_list): + # this loops through the inputs keys that need to have one of several set values and makes sure the correct error message triggers when they're not + + output_configs = correct_output.copy() + + output_configs[key_name] = "definitely_fake_bad_key" + + with pytest.raises(SystemExit) as error_text: + test_configs = outputConfigs(**output_configs) + assert ( + error_text.value.code + == f"ERROR: value definitely_fake_bad_key for config parameter {key_name} not recognised. Expecting one of: {expected_list}." + ) + + +@pytest.mark.parametrize( + "key_name", ["position_decimals", "magnitude_decimals"] +) +def test_outputConfigs_decimel_check(key_name): + + correct_output = { + "output_format" : "csv", + "output_columns" : "basic", + "position_decimals" : 5, + "magnitude_decimals" : 5 +} + + + + output_configs = correct_output.copy() + + output_configs[key_name] = "definitely_fake_bad_key" + + with pytest.raises(SystemExit) as error_text: + test_configs = outputConfigs(**output_configs) + assert ( + error_text.value.code + == f"ERROR: expected a float for config parameter {key_name}. Check value in config file." + ) + correct_output = { + "output_format" : "csv", + "output_columns" : "basic", + "position_decimals" : 5, + "magnitude_decimals" : 5 +} + output_configs = correct_output.copy() + output_configs[key_name] = -5 + with pytest.raises(SystemExit) as error_text: + test_configs = outputConfigs(**output_configs) + assert ( + error_text.value.code + == "ERROR: decimal places config variables cannot be negative.") + From 9e84fc5f796fe54d47e8036e95b37f05293424f6 Mon Sep 17 00:00:00 2001 From: Ryan Lyttle Date: Thu, 14 Nov 2024 16:00:18 +0000 Subject: [PATCH 07/28] Fixed some error in dataclasses and created unit tests Fixed some errors in the dataclasses and also checked and created unit tests for all dataclasses --- src/sorcha/utilities/sorchaConfigs.py | 154 +++++----- tests/sorcha/test_sorchaConfigs.py | 399 +++++++++++++++++++------- 2 files changed, 387 insertions(+), 166 deletions(-) diff --git a/src/sorcha/utilities/sorchaConfigs.py b/src/sorcha/utilities/sorchaConfigs.py index 2a9d80e4..3d4ebbfb 100644 --- a/src/sorcha/utilities/sorchaConfigs.py +++ b/src/sorcha/utilities/sorchaConfigs.py @@ -81,7 +81,6 @@ def _validate_simulation_configs(self): self.ar_ang_fov = cast_as_float(self.ar_ang_fov,"ar_ang_fov") self.ar_fov_buffer = cast_as_float(self.ar_fov_buffer,"ar_fov_buffer") self.ar_picket = cast_as_int(self.ar_picket, "ar_picket") - self.ar_obs_code = cast_as_str(self.ar_obs_code,"ar_obs_code") self.ar_healpix_order = cast_as_int(self.ar_healpix_order,"ar_healpix_order") @@ -137,7 +136,7 @@ class saturationConfigs: bright_limit: float = 0 """ Upper magnitude limit on sources that will overfill the detector pixels/have counts above the non-linearity regime of the pixels where one can’t do photometry. Objects brighter than this limit (in magnitude) will be cut. """ - observing_filters: list = 0 + _observing_filters: list = 0 """Filters of the observations you are interested in, comma-separated.""" def __post_init__(self): @@ -145,7 +144,7 @@ def __post_init__(self): self._validate_saturation_configs() def _validate_saturation_configs(self): - check_key_exists(self.observing_filters,"observing_filters") + check_key_exists(self._observing_filters,"_observing_filters") if self.bright_limit: self.bright_limit_on = True @@ -155,7 +154,7 @@ def _validate_saturation_configs(self): except ValueError: logging.error("ERROR: could not parse brightness limits. Check formatting and try again.") sys.exit("ERROR: could not parse brightness limits. Check formatting and try again.") - if len(self.bright_limit) != 1 and len(self.bright_limit) != len(self.observing_filters): + if len(self.bright_limit) != 1 and len(self.bright_limit) != len(self._observing_filters): logging.error( "ERROR: list of saturation limits is not the same length as list of observing filters." ) @@ -222,8 +221,8 @@ def _camera_footprint(self): if self.footprint_path: PPFindFileOrExit(self.footprint_path,"footprint_path") elif self.survey_name.lower() not in ["lsst","rubin_sim"]: - logging.error("a default detector footprint is currently only provided for LSST; please provide your own footprint file.") - sys.exit("a default detector footprint is currently only provided for LSST; please provide your own footprint file.") + logging.error("ERROR: a default detector footprint is currently only provided for LSST; please provide your own footprint file.") + sys.exit("ERROR: a default detector footprint is currently only provided for LSST; please provide your own footprint file.") check_key_exists(self.footprint_edge_threshold,"footprint_edge_threshold") self.footprint_edge_threshold = cast_as_float(self.footprint_edge_threshold,"footprint_edge_threshold") @@ -280,7 +279,7 @@ def _validate_fadingfunction_configs(self): check_key_exists(self.fading_function_width, "fading_function_width") check_key_exists(self.fading_function_peak_efficiency, "fading_function_peak_efficiency") self.fading_function_width = cast_as_float(self.fading_function_width,"fading_function_width") - self.fading_function_peak_efficiency = cast_as_float(self.fading_function_peak_efficiency,"fading_function_efficiency") + self.fading_function_peak_efficiency = cast_as_float(self.fading_function_peak_efficiency,"fading_function_peak_efficiency") #boundary conditions for both width and peak efficency if self.fading_function_width <= 0.0 or self.fading_function_width > 0.5: @@ -309,87 +308,99 @@ def _validate_fadingfunction_configs(self): class linkingfilterConfigs: """Data class for holding LINKINGFILTER section configuration file keys and validating them.""" - SSP_linking_on: bool = False - """checks to see if model should run SSP linking filter""" + ssp_linking_on: bool = False + """checks to see if model should run ssp linking filter""" drop_unlinked: bool = True - SSP_detection_efficiency: float = 0 - """SSP detection efficiency. Which fraction of the observations of an object will the automated solar system processing pipeline successfully link? Float.""" + ssp_detection_efficiency: float = 0 + """ssp detection efficiency. Which fraction of the observations of an object will the automated solar system processing pipeline successfully link? Float.""" - SSP_number_observations: int = 0 + ssp_number_observations: int = 0 """Length of tracklets. How many observations of an object during one night are required to produce a valid tracklet?""" - SSP_separation_threshold: float = 0 + + ssp_separation_threshold: float = 0 """Minimum separation (in arcsec) between two observations of an object required for the linking software to distinguish them as separate and therefore as a valid tracklet.""" - SSP_maximum_time: float = 0 + ssp_maximum_time: float = 0 """Maximum time separation (in days) between subsequent observations in a tracklet. Default is 0.0625 days (90mins).""" - SSP_number_tracklets: int = 0 + ssp_number_tracklets: int = 0 """Number of tracklets for detection. How many tracklets are required to classify an object as detected? """ - SSP_track_window: int = 0 + ssp_track_window: int = 0 """The number of tracklets defined above must occur in <= this number of days to constitute a complete track/detection.""" - SSP_night_start_utc: float = 0 + ssp_night_start_utc: float = 0 """The time in UTC at which it is noon at the observatory location (in standard time). For the LSST, 12pm Chile Standard Time is 4pm UTC.""" def __post_init__(self): - self._validate_linkingfilter_configs + self._validate_linkingfilter_configs() def _validate_linkingfilter_configs(self): - SSPvariables = [ - self.SSP_separation_threshold, - self.SSP_number_observations, - self.SSP_number_tracklets, - self.SSP_track_window, - self.SSP_detection_efficiency, - self.SSP_maximum_time, - self.SSP_night_start_utc + self.ssp_detection_efficiency = cast_as_float(self.ssp_detection_efficiency,"ssp_detection_efficiency") + self.ssp_number_observations = cast_as_int(self.ssp_number_observations,"ssp_number_observations") + self.ssp_separation_threshold = cast_as_float(self.ssp_separation_threshold,"ssp_separation_threshold") + self.ssp_maximum_time = cast_as_float(self.ssp_maximum_time,"ssp_maximum_time") + self.ssp_number_tracklets = cast_as_int(self.ssp_number_tracklets,"ssp_number_tracklets") + self.ssp_track_window = cast_as_int(self.ssp_track_window,"ssp_track_window") + self.ssp_night_start_utc = cast_as_float(self.ssp_night_start_utc,"ssp_night_start_utc") + + + sspvariables = [ + self.ssp_separation_threshold, + self.ssp_number_observations, + self.ssp_number_tracklets, + self.ssp_track_window, + self.ssp_detection_efficiency, + self.ssp_maximum_time, + self.ssp_night_start_utc ] + # the below if-statement explicitly checks for None so a zero triggers the correct error - if all(v is not None for v in SSPvariables): - if self.SSP_number_observations < 1: - logging.error("ERROR: SSP_number_observations is zero or negative.") - sys.exit("ERROR: SSP_number_observations is zero or negative.") - - if self.SSP_number_tracklets < 1: - logging.error("ERROR: SSP_number_tracklets is zero or less.") - sys.exit("ERROR: SSP_number_tracklets is zero or less.") - - if self.SSP_track_window <= 0.0: - logging.error("ERROR: SSP_track_window is negative.") - sys.exit("ERROR: SSP_track_window is negative.") - - if self.SSP_detection_efficiency > 1.0 or self.SSP_detection_efficiency > 1.0: - logging.error("ERROR: SSP_detection_efficiency out of bounds (should be between 0 and 1).") - sys.exit("ERROR: SSP_detection_efficiency out of bounds (should be between 0 and 1).") - - if self.SSP_separation_threshold <= 0.0: - logging.error("ERROR: SSP_separation_threshold is zero or negative.") - sys.exit("ERROR: SSP_separation_threshold is zero or negative.") - - if self.SSP_maximum_time < 0: - logging.error("ERROR: SSP_maximum_time is negative.") - sys.exit("ERROR: SSP_maximum_time is negative.") - - if self.SSP_night_start_utc > 24.0 or self.SSP_night_start_utc < 0.0: - logging.error("ERROR: SSP_night_start_utc must be a valid time between 0 and 24 hours.") - sys.exit("ERROR: SSP_night_start_utc must be a valid time between 0 and 24 hours.") - - self.SSP_linking_on = True - elif not any(SSPvariables): - self.SSP_linking_on = False + if all(v != 0 for v in sspvariables): + if self.ssp_number_observations < 1: + logging.error("ERROR: ssp_number_observations is zero or negative.") + sys.exit("ERROR: ssp_number_observations is zero or negative.") + + if self.ssp_number_tracklets < 1: + logging.error("ERROR: ssp_number_tracklets is zero or less.") + sys.exit("ERROR: ssp_number_tracklets is zero or less.") + + if self.ssp_track_window <= 0.0: + logging.error("ERROR: ssp_track_window is negative.") + sys.exit("ERROR: ssp_track_window is negative.") + + if self.ssp_detection_efficiency > 1.0 or self.ssp_detection_efficiency < 0: + logging.error("ERROR: ssp_detection_efficiency out of bounds (should be between 0 and 1).") + sys.exit("ERROR: ssp_detection_efficiency out of bounds (should be between 0 and 1).") + + if self.ssp_separation_threshold <= 0.0: + logging.error("ERROR: ssp_separation_threshold is zero or negative.") + sys.exit("ERROR: ssp_separation_threshold is zero or negative.") + + if self.ssp_maximum_time < 0: + logging.error("ERROR: ssp_maximum_time is negative.") + sys.exit("ERROR: ssp_maximum_time is negative.") + + if self.ssp_night_start_utc > 24.0 or self.ssp_night_start_utc < 0.0: + logging.error("ERROR: ssp_night_start_utc must be a valid time between 0 and 24 hours.") + sys.exit("ERROR: ssp_night_start_utc must be a valid time between 0 and 24 hours.") + + self.ssp_linking_on = True + elif not any(sspvariables): + self.ssp_linking_on = False else: logging.error( - "ERROR: only some SSP linking variables supplied. Supply all five required variables for SSP linking filter, or none to turn filter off." + "ERROR: only some ssp linking variables supplied. Supply all five required variables for ssp linking filter, or none to turn filter off." ) - sys.exit( - "ERROR: only some SSP linking variables supplied. Supply all five required variables for SSP linking filter, or none to turn filter off." + sys.exit( + "ERROR: only some ssp linking variables supplied. Supply all five required variables for ssp linking filter, or none to turn filter off." ) self.drop_unlinked = cast_as_bool(self.drop_unlinked,"drop_unlinked") + @dataclass class outputConfigs: """Data class for holding OUTPUT section configuration file keys and validating them.""" @@ -429,6 +440,7 @@ def _validate_output_configs(self): else: check_value_in_list(self.output_columns, ["basic", "all"], "output_columns") self._validate_decimals() + def _validate_decimals(self): self.position_decimals = cast_as_float(self.position_decimals,"position_decimals") self.magnitude_decimals = cast_as_float(self.magnitude_decimals,"magnitude_decimals") @@ -447,7 +459,7 @@ class lightcurveConfigs: """The unique name of the lightcurve model to use. Defined in the ``name_id`` method of the subclasses of AbstractLightCurve. If not none, the complex physical parameters file must be specified at the command line.lc_model = none""" def __post_init__(self): - self._validate_lightcurve_configs(self) + self._validate_lightcurve_configs() def _validate_lightcurve_configs(self): self.lc_model = None if self.lc_model == "none" else self.lc_model @@ -463,7 +475,7 @@ class activityConfigs: """The unique name of the actvity model to use. Defined in the ``name_id`` method of the subclasses of AbstractCometaryActivity. If not none, a complex physical parameters file must be specified at the command line.""" def __post_init__(self): - self._validate_activity_configs(self) + self._validate_activity_configs() def _validate_activity_configs(self): self.comet_activity = None if self.comet_activity == "none" else self.comet_activity @@ -492,7 +504,7 @@ class expertConfigs: vignetting_on: bool = True def __post_init__(self): - self._validate_expert_configs + self._validate_expert_configs() def _validate_expert_configs(self): @@ -553,7 +565,7 @@ class sorchaConfigs: output: outputConfigs = None """outputConfigs dataclass which stores the keywords from the OUTPUT section of the config file.""" - lightcure: lightcurveConfigs = None + lightcurve: lightcurveConfigs = None """lightcurveConfigs dataclass which stores the keywords from the LIGHTCURVE section of the config file.""" activity: activityConfigs = None @@ -581,7 +593,6 @@ def __init__(self, config_file_location=None, survey_name=None): self._read_configs_from_object( config_object ) # now we call a function that populates the class attributes - def _read_configs_from_object(self, config_object): """function that populates the class attributes""" @@ -594,7 +605,7 @@ def _read_configs_from_object(self, config_object): filter_dict = {**config_object["FILTERS"], "survey_name": self.survey_name} self.filters = filtersConfigs(**filter_dict) - saturation_dict= {**config_object["SATURATION"], "observing_filters":self.filters.observing_filters} + saturation_dict= {**config_object["SATURATION"], "_observing_filters":self.filters.observing_filters} self.saturation = saturationConfigs(**saturation_dict) phasecurve_dict = dict(config_object["PHASECURVES"]) @@ -613,13 +624,16 @@ def _read_configs_from_object(self, config_object): self.output = outputConfigs(**output_dict) lightcurve_dict = dict(config_object["LIGHTCURVE"]) - self.lightcure = lightcurveConfigs(**lightcurve_dict) + self.lightcurve = lightcurveConfigs(**lightcurve_dict) activity_dict = dict(config_object["ACTIVITY"]) self.activity = activityConfigs(**activity_dict) - expert_dict = dict(config_object["EXPERT"]) - self.expert = expertConfigs(**expert_dict) + if config_object.has_section("EXPERT"): + expert_dict = dict(config_object["EXPERT"]) + self.expert = expertConfigs(**expert_dict) + else: + self.expert = expertConfigs() ## below are the utility functions used to help validate the keywords, add more as needed diff --git a/tests/sorcha/test_sorchaConfigs.py b/tests/sorcha/test_sorchaConfigs.py index bf59dd03..d84e0601 100644 --- a/tests/sorcha/test_sorchaConfigs.py +++ b/tests/sorcha/test_sorchaConfigs.py @@ -1,7 +1,9 @@ import pytest from sorcha.utilities.dataUtilitiesForTests import get_demo_filepath -from sorcha.utilities.sorchaConfigs import sorchaConfigs, inputConfigs, simulationConfigs, filtersConfigs, saturationConfigs, phasecurvesConfigs, fovConfigs, fadingfunctionConfigs ,outputConfigs +from sorcha.lightcurves.lightcurve_registration import LC_METHODS +from sorcha.activity.activity_registration import CA_METHODS +from sorcha.utilities.sorchaConfigs import sorchaConfigs, inputConfigs, simulationConfigs, filtersConfigs, saturationConfigs, phasecurvesConfigs, fovConfigs, fadingfunctionConfigs , linkingfilterConfigs, outputConfigs, lightcurveConfigs, activityConfigs, expertConfigs # these are the results we expect from sorcha_config_demo.ini correct_inputs = { @@ -33,11 +35,11 @@ correct_saturation= { "bright_limit_on" : True, "bright_limit" : [16.0], - "observing_filters" : ['r','g','i','z','u','y'] + "_observing_filters" : ['r','g','i','z','u','y'] } correct_saturation_read= { "bright_limit" : "16.0", - "observing_filters" : ['r','g','i','z','u','y'] + "_observing_filters" : ['r','g','i','z','u','y'] } correct_phasecurve= {"phase_function": "HG"} @@ -47,6 +49,19 @@ "fading_function_width" : 0.1, "fading_function_peak_efficiency" : 1. } + +correct_linkingfilter = { + 'ssp_linking_on': True, + 'drop_unlinked': True, + 'ssp_detection_efficiency': 0.95, + 'ssp_number_observations': 2, + 'ssp_separation_threshold': 0.5, + 'ssp_maximum_time': 0.0625, + 'ssp_number_tracklets': 3, + 'ssp_track_window': 15, + 'ssp_night_start_utc': 16.0 + } + correct_fov = { "camera_model" : "footprint", 'footprint_path': '', @@ -68,12 +83,33 @@ 'position_decimals': 0.0, 'magnitude_decimals': 0.0 } + +correct_lc_model = { + 'lc_model': None + } + +correct_activity = { + 'comet_activity': None +} + +correct_expert = { + 'SNR_limit': 0, + 'SNR_limit_on': False, + 'mag_limit': 0, + 'mag_limit_on': False, + 'trailing_losses_on': True, + 'default_SNR_cut': True, + 'randomization_on': True, + 'vignetting_on': True +} + +#SORCHA Configs test + def test_sorchaConfigs(): # general test to make sure, overall, everything works. checks just one file: sorcha_config_demo.ini config_file_location = get_demo_filepath("sorcha_config_demo.ini") test_configs = sorchaConfigs(config_file_location,'rubin_sim') - # check each section to make sure you get what you expect assert correct_inputs == test_configs.inputs.__dict__ assert correct_simulation == test_configs.simulation.__dict__ @@ -82,9 +118,14 @@ def test_sorchaConfigs(): assert correct_phasecurve == test_configs.phasecurve.__dict__ assert correct_fov == test_configs.fov.__dict__ assert correct_fadingfunction == test_configs.fadingfunction.__dict__ + assert correct_linkingfilter == test_configs.linkingfilter.__dict__ assert correct_output == test_configs.output.__dict__ + assert correct_lc_model == test_configs.lightcurve.__dict__ + assert correct_activity == test_configs.activity.__dict__ + assert correct_expert == test_configs.expert.__dict__ + +#Inputs section test -test_sorchaConfigs() def test_inputConfigs(): input_configs = correct_inputs.copy() @@ -147,8 +188,60 @@ def test_inputConfigs_inlist(key_name, expected_list): == f"ERROR: value definitely_fake_bad_key for config parameter {key_name} not recognised. Expecting one of: {expected_list}." ) +#simulation configs test + +@pytest.mark.parametrize( + "key_name", ["ar_ang_fov" , "ar_fov_buffer"]) + +def test_simulationConfigs_float(key_name): + + simulation_configs=correct_simulation.copy() + test_configs= simulationConfigs(**simulation_configs) + assert test_configs.__dict__ == simulation_configs + + simulation_configs[key_name]="one" + + with pytest.raises(SystemExit) as error_text: + test_configs = simulationConfigs(**simulation_configs) + + assert (error_text.value.code == f"ERROR: expected a float for config parameter {key_name}. Check value in config file.") + +@pytest.mark.parametrize( + "key_name", ["ar_picket", "ar_healpix_order"]) + +def test_simulationConfigs_int(key_name): + + simulation_configs=correct_simulation.copy() + test_configs= simulationConfigs(**simulation_configs) + assert test_configs.__dict__ == simulation_configs + + simulation_configs[key_name]="one" + + with pytest.raises(SystemExit) as error_text: + test_configs = simulationConfigs(**simulation_configs) + + assert (error_text.value.code == f"ERROR: expected an int for config parameter {key_name}. Check value in config file.") + +@pytest.mark.parametrize( + "key_name", ["ar_ang_fov" , "ar_fov_buffer", "ar_picket", "ar_obs_code", "ar_healpix_order"]) +def test_simulationConfigs_mandatory(key_name): + # this loops through the mandatory keys and makes sure the code fails correctly when each is missing + + simulation_configs = correct_simulation.copy() + + del simulation_configs[key_name] + + with pytest.raises(SystemExit) as error_text: + test_configs = simulationConfigs(**simulation_configs) + + assert ( + error_text.value.code + == f"ERROR: No value found for required key {key_name} in config file. Please check the file and try again." + ) -def test_filtersConfigs(): +#filters config test + +def test_filtersConfigs_check_filters(): filters_configs=correct_filters_read.copy() @@ -176,6 +269,8 @@ def test_filtersConfigs_mandatory(key_name): == f"ERROR: No value found for required key {key_name} in config file. Please check the file and try again." ) +#saturation configs test + def test_saturationConfigs(): saturation_configs = correct_saturation_read.copy() @@ -184,14 +279,12 @@ def test_saturationConfigs(): test_configs = saturationConfigs(**saturation_configs) assert test_configs.__dict__ == correct_saturation - # now we check some wrong inputs to make sure they're caught correctly. size_serial_chunk has to be castable as an integer saturation_configs["bright_limit"]="10,2" - # we're telling pytest that we expect this command to fail with a SystemExit with pytest.raises(SystemExit) as error_text: test_configs = saturationConfigs(**saturation_configs) - # and this checks that the error message is what we expect. + assert ( error_text.value.code == "ERROR: list of saturation limits is not the same length as list of observing filters." @@ -210,7 +303,7 @@ def test_saturationConfigs(): @pytest.mark.parametrize( -"key_name", ["observing_filters"]) +"key_name", ["_observing_filters"]) def test_saturationConfigs_mandatory(key_name): # this loops through the mandatory keys and makes sure the code fails correctly when each is missing @@ -226,55 +319,7 @@ def test_saturationConfigs_mandatory(key_name): == f"ERROR: No value found for required key {key_name} in config file. Please check the file and try again." ) - - -def test_simulationConfigs(): - - simulation_configs=correct_simulation.copy() - test_configs= simulationConfigs(**simulation_configs) - assert test_configs.__dict__ == simulation_configs - - simulation_configs["ar_picket"]="one" - - with pytest.raises(SystemExit) as error_text: - test_configs = simulationConfigs(**simulation_configs) - - assert (error_text.value.code == "ERROR: expected an int for config parameter ar_picket. Check value in config file.") - -@pytest.mark.parametrize( - "key_name", ["ar_ang_fov" , "ar_fov_buffer", "ar_picket", "ar_obs_code", "ar_healpix_order"]) -def test_simulationConfigs_mandatory(key_name): - # this loops through the mandatory keys and makes sure the code fails correctly when each is missing - - simulation_configs = correct_simulation.copy() - - del simulation_configs[key_name] - - with pytest.raises(SystemExit) as error_text: - test_configs = simulationConfigs(**simulation_configs) - - assert ( - error_text.value.code - == f"ERROR: No value found for required key {key_name} in config file. Please check the file and try again." - ) - - - -def test_phasecurevConfigs(): - - phasecurve_configs=correct_phasecurve.copy() - test_configs= phasecurvesConfigs(**phasecurve_configs) - assert test_configs.__dict__ == phasecurve_configs - - phasecurve_configs["phase_function"]=10 - - with pytest.raises(SystemExit) as error_text: - test_configs = phasecurvesConfigs(**phasecurve_configs) - - assert (error_text.value.code == "ERROR: value 10 for config parameter phase_function not recognised. Expecting one of: ['HG', 'HG1G2', 'HG12', 'linear', 'none'].") - - - +#phasecurve configs tests @pytest.mark.parametrize( "key_name", ["phase_function"] ) @@ -296,7 +341,7 @@ def test_phasecurveConfigs_mandatory(key_name): @pytest.mark.parametrize( "key_name, expected_list", [ - ("phase_function", "['HG', 'HG1G2','HG12','linear','none']") + ("phase_function", "['HG', 'HG1G2', 'HG12', 'linear', 'none']") ], ) def test_phasecurveConfigs_inlist(key_name, expected_list): @@ -308,13 +353,16 @@ def test_phasecurveConfigs_inlist(key_name, expected_list): with pytest.raises(SystemExit) as error_text: test_configs = phasecurvesConfigs(**phasecurve_configs) - + print(error_text.value.code) + print(f"ERROR: value definitely_fake_bad_key for config parameter {key_name} not recognised. Expecting one of: {expected_list}.") assert ( error_text.value.code == f"ERROR: value definitely_fake_bad_key for config parameter {key_name} not recognised. Expecting one of: {expected_list}." ) -def test_fovConfigs(): +#fov configs test + +def test_fovConfigs_inlist(): fov_configs=correct_fov_read.copy() @@ -326,34 +374,49 @@ def test_fovConfigs(): test_configs = fovConfigs(**fov_configs) assert (error_text.value.code == "ERROR: value fake_model for config parameter camera_model not recognised. Expecting one of: ['circle', 'footprint'].") +def test_fovConfigs_surveyname(): + fov_configs=correct_fov_read.copy() - fov_configs["camera_model"] = "circle" + test_configs= fovConfigs(**fov_configs) + assert test_configs.__dict__ == correct_fov + + fov_configs["survey_name"]= "fake" with pytest.raises(SystemExit) as error_text: test_configs = fovConfigs(**fov_configs) - assert (error_text.value.code == 'ERROR: either "fill_factor" or "circle_radius" must be specified for circular footprint.') + assert (error_text.value.code == "ERROR: a default detector footprint is currently only provided for LSST; please provide your own footprint file.") -test_fovConfigs() @pytest.mark.parametrize( - "key_name", ["camera_model" , "fill_factor","circle_radius", "footprint_edge_threshold"]) + "key_name", ["fill_factor","circle_radius", "footprint_edge_threshold"]) -def test_fovConfigs_mandatory(key_name): +def test_fovConfigs_camera_footprint(key_name): fov_configs=correct_fov_read.copy() - if (key_name == "camera_model" or key_name == "footprint_edge_threshold") and fov_configs["camera_model"] == "footprint": + #check keys exist + if key_name == "footprint_edge_threshold": del fov_configs[key_name] with pytest.raises(SystemExit) as error_text: test_configs = fovConfigs(**fov_configs) assert (error_text.value.code == f"ERROR: No value found for required key {key_name} in config file. Please check the file and try again.") - - if (key_name == "fill_factor" or key_name == "circle_raidus") and fov_configs["camera_model"] == "footprint": + #check these dont exist + if (key_name == "fill_factor" or key_name == "circle_raidus"): fov_configs[key_name] = 0.5 with pytest.raises(SystemExit) as error_text: test_configs = fovConfigs(**fov_configs) reason='but camera model is not "circle".' assert (error_text.value.code == f"ERROR: {key_name} supplied in config file {reason}") + +def test_fovConfigs_circle_mandatory(): + fov_configs=correct_fov_read.copy() + fov_configs["camera_model"] = "circle" + + with pytest.raises(SystemExit) as error_text: + test_configs = fovConfigs(**fov_configs) + assert (error_text.value.code == 'ERROR: either "fill_factor" or "circle_radius" must be specified for circular footprint.') + + @pytest.mark.parametrize( "key_name", ["fill_factor","circle_radius"]) def test_fovConfigs_bounds(key_name): @@ -371,19 +434,27 @@ def test_fovConfigs_bounds(key_name): test_configs = fovConfigs(**fov_configs) assert (error_text.value.code == "ERROR: circle_radius is negative.") +#fadingfunction config tests + +@pytest.mark.parametrize( + "key_name", ["fading_function_width","fading_function_peak_efficiency"] ) -def test_fadingfunctionConfig(): +def test_fadingfunctionConfig_on_float(key_name): fadingfunction_configs=correct_fadingfunction.copy() test_configs= fadingfunctionConfigs(**fadingfunction_configs) assert test_configs.__dict__ == fadingfunction_configs - fadingfunction_configs["fading_function_width"] = 'ten' + fadingfunction_configs[key_name] = 'ten' with pytest.raises(SystemExit) as error_text: test_configs = fadingfunctionConfigs(**fadingfunction_configs) - assert (error_text.value.code == "ERROR: expected a float for config parameter fading_function_width. Check value in config file.") + assert (error_text.value.code == f"ERROR: expected a float for config parameter {key_name}. Check value in config file.") + + + +def test_fadingfunctionConfig_bool(): fadingfunction_configs=correct_fadingfunction.copy() test_configs= fadingfunctionConfigs(**fadingfunction_configs) @@ -395,15 +466,6 @@ def test_fadingfunctionConfig(): assert (error_text.value.code == "ERROR: expected a bool for config parameter fading_function_on. Check value in config file.") - fadingfunction_configs=correct_fadingfunction.copy() - test_configs= fadingfunctionConfigs(**fadingfunction_configs) - assert test_configs.__dict__ == fadingfunction_configs - #testing it will correctly reject fading_function_width and fading_function_peak_efficiency - fadingfunction_configs["fading_function_on"] = "False" - with pytest.raises(SystemExit) as error_text: - test_configs = fadingfunctionConfigs(**fadingfunction_configs) - assert (error_text.value.code == "ERROR: fading_function_width supplied in config file but fading_function_on is False.") - @pytest.mark.parametrize( "key_name", ["fading_function_on","fading_function_width","fading_function_peak_efficiency"] ) def test_fadingfunction_mandatory(key_name): @@ -456,25 +518,107 @@ def test_fadingfunction_outofbounds(key_name): error_text.value.code == "ERROR: fading_function_peak_efficiency out of bounds. Must be between 0 and 1.") -def test_outputConfigs(): +#linkingfilter tests - output_configs = correct_output.copy() - # make sure everything populated correctly - test_configs = outputConfigs(**output_configs) - assert test_configs.__dict__ == output_configs - # now we check some wrong inputs to make sure they're caught correctly. size_serial_chunk has to be castable as an integer - output_configs["output_format"] = "fake_format" +@pytest.mark.parametrize( + "key_name", ["ssp_detection_efficiency" , "ssp_separation_threshold","ssp_maximum_time","ssp_night_start_utc" ]) + +def test_linking_filter_float(key_name): + + linkingfilter_configs=correct_linkingfilter.copy() + test_configs= linkingfilterConfigs(**linkingfilter_configs) + assert test_configs.__dict__ == linkingfilter_configs - # we're telling pytest that we expect this command to fail with a SystemExit + linkingfilter_configs[key_name]="one" + with pytest.raises(SystemExit) as error_text: - test_configs = outputConfigs(**output_configs) + test_configs = linkingfilterConfigs(**linkingfilter_configs) + + assert (error_text.value.code == f"ERROR: expected a float for config parameter {key_name}. Check value in config file.") - # and this checks that the error message is what we expect. - assert ( - error_text.value.code - == "ERROR: value fake_format for config parameter output_format not recognised. Expecting one of: ['csv', 'sqlite3', 'hdf5']." - ) +@pytest.mark.parametrize( + "key_name", ["ssp_number_observations" , "ssp_number_tracklets","ssp_track_window"]) + +def test_linking_filter_int(key_name): + + linkingfilter_configs=correct_linkingfilter.copy() + test_configs= linkingfilterConfigs(**linkingfilter_configs) + assert test_configs.__dict__ == linkingfilter_configs + + linkingfilter_configs[key_name]="one" + + with pytest.raises(SystemExit) as error_text: + test_configs = linkingfilterConfigs(**linkingfilter_configs) + + assert (error_text.value.code == f"ERROR: expected an int for config parameter {key_name}. Check value in config file.") + + +@pytest.mark.parametrize( + "key_name", ["ssp_detection_efficiency" , "ssp_separation_threshold","ssp_maximum_time","ssp_night_start_utc","ssp_number_observations" , "ssp_number_tracklets","ssp_track_window"]) + + +def test_linkingfilter_bounds(key_name): + + linkingfilter_configs=correct_linkingfilter.copy() + + if key_name == "ssp_maximum_time" or key_name == "ssp_track_window": + linkingfilter_configs[key_name]= -5 + with pytest.raises(SystemExit) as error_text: + test_configs = linkingfilterConfigs(**linkingfilter_configs) + + assert error_text.value.code == f"ERROR: {key_name} is negative." + elif key_name == "ssp_separation_threshold" or key_name == "ssp_number_observations": + linkingfilter_configs[key_name]= -5 + with pytest.raises(SystemExit) as error_text: + test_configs = linkingfilterConfigs(**linkingfilter_configs) + + assert error_text.value.code == f"ERROR: {key_name} is zero or negative." + elif key_name == "ssp_number_tracklets": + linkingfilter_configs[key_name]= -5 + with pytest.raises(SystemExit) as error_text: + test_configs = linkingfilterConfigs(**linkingfilter_configs) + + assert error_text.value.code == "ERROR: ssp_number_tracklets is zero or less." + elif key_name == "ssp_detection_efficiency": + linkingfilter_configs[key_name]= -5 + with pytest.raises(SystemExit) as error_text: + test_configs = linkingfilterConfigs(**linkingfilter_configs) + + assert error_text.value.code == "ERROR: ssp_detection_efficiency out of bounds (should be between 0 and 1)." + elif key_name == "ssp_night_start_utc": + linkingfilter_configs[key_name]= -5 + with pytest.raises(SystemExit) as error_text: + test_configs = linkingfilterConfigs(**linkingfilter_configs) + + assert error_text.value.code == "ERROR: ssp_night_start_utc must be a valid time between 0 and 24 hours." + + +def test_linkingfilter_only_some_sspvar(): + + linkingfilter_configs=correct_linkingfilter.copy() + + + del linkingfilter_configs["ssp_separation_threshold"] + + with pytest.raises(SystemExit) as error_text: + test_configs = linkingfilterConfigs(**linkingfilter_configs) + + assert error_text.value.code == "ERROR: only some ssp linking variables supplied. Supply all five required variables for ssp linking filter, or none to turn filter off." + +def test_linkingfilter_bool(): + + linkingfilter_configs=correct_linkingfilter.copy() + + + linkingfilter_configs["drop_unlinked"] = "fake" + + with pytest.raises(SystemExit) as error_text: + test_configs = linkingfilterConfigs(**linkingfilter_configs) + + assert error_text.value.code == f"ERROR: expected a bool for config parameter drop_unlinked. Check value in config file." + +#output config tests @pytest.mark.parametrize( "key_name", ["output_format", "output_columns"] @@ -554,3 +698,66 @@ def test_outputConfigs_decimel_check(key_name): error_text.value.code == "ERROR: decimal places config variables cannot be negative.") +#lightcurve config test + +def test_lightcurve_config(): + + lightcurve_configs=correct_lc_model.copy() + + lightcurve_configs["lc_model"]= "what_model" + + + with pytest.raises(SystemExit) as error_text: + test_configs = lightcurveConfigs(**lightcurve_configs) + assert error_text.value.code == f"The requested light curve model, 'what_model', is not registered. Available lightcurve options are: {list(LC_METHODS.keys())}" + + +#activity config test + +def test_activity_config(): + + activity_configs=correct_activity.copy() + + activity_configs["comet_activity"]= "nothing" + + + with pytest.raises(SystemExit) as error_text: + test_configs = activityConfigs(**activity_configs) + assert error_text.value.code == f"The requested comet activity model, 'nothing', is not registered. Available comet activity models are: {list(CA_METHODS.keys())}" + + +#expert config test + +@pytest.mark.parametrize( + "key_name, error_name", [("SNR_limit", "SNR"), ("mag_limit","magnitude")] +) +def test_expert_config_bounds(key_name,error_name): + + expect_configs = correct_expert.copy() + expect_configs[key_name] = -5 + with pytest.raises(SystemExit) as error_text: + test_configs = expertConfigs(**expect_configs) + + assert error_text.value.code == f"ERROR: {error_name} limit is negative." + +def test_expert_config_exclusive(): + + expect_configs = correct_expert.copy() + expect_configs["mag_limit"] = 5 + expect_configs["SNR_limit"] = 5 + with pytest.raises(SystemExit) as error_text: + test_configs = expertConfigs(**expect_configs) + + assert error_text.value.code == "ERROR: SNR limit and magnitude limit are mutually exclusive. Please delete one or both from config file." + +@pytest.mark.parametrize( + "key_name", ["trailing_losses_on", "default_SNR_cut","randomization_on","vignetting_on"] +) +def test_expert_config_bool(key_name): + + expect_configs = correct_expert.copy() + expect_configs[key_name] = "fake" + with pytest.raises(SystemExit) as error_text: + test_configs = expertConfigs(**expect_configs) + + assert error_text.value.code == f"ERROR: expected a bool for config parameter {key_name}. Check value in config file." From a2debacbace6a65cc4a0e2ba684d63308a155811 Mon Sep 17 00:00:00 2001 From: Ryan Lyttle Date: Fri, 15 Nov 2024 16:56:38 +0000 Subject: [PATCH 08/28] Changed configs to sconfigs for all functions in sorcha Fixed errors in dataclasses. Went through each function that called configs and changed them to call sconfigs. Changed all called variables from the configs dictionary to instead call all sconfigs dataclass attributes. --- src/sorcha/ephemeris/simulation_driver.py | 29 ++--- src/sorcha/ephemeris/simulation_setup.py | 12 +- src/sorcha/modules/PPAddUncertainties.py | 20 +-- src/sorcha/modules/PPApplyFOVFilter.py | 20 +-- src/sorcha/modules/PPOutput.py | 30 ++--- src/sorcha/modules/PPRandomizeMeasurements.py | 10 +- src/sorcha/modules/PPStats.py | 9 +- src/sorcha/sorcha.py | 116 +++++++++--------- src/sorcha/utilities/sorchaConfigs.py | 24 +++- src/sorcha_cmdline/run.py | 11 +- 10 files changed, 153 insertions(+), 128 deletions(-) diff --git a/src/sorcha/ephemeris/simulation_driver.py b/src/sorcha/ephemeris/simulation_driver.py index 1bea22c8..4933c811 100644 --- a/src/sorcha/ephemeris/simulation_driver.py +++ b/src/sorcha/ephemeris/simulation_driver.py @@ -47,7 +47,7 @@ def get_vec(row, vecname): return np.asarray([row[f"{vecname}_x"], row[f"{vecname}_y"], row[f"{vecname}_z"]]) -def create_ephemeris(orbits_df, pointings_df, args, configs): +def create_ephemeris(orbits_df, pointings_df, args, sconfigs): """Generate a set of observations given a collection of orbits and set of pointings. @@ -59,7 +59,8 @@ def create_ephemeris(orbits_df, pointings_df, args, configs): The dataframe containing the collection of telescope/camera pointings. args : Various arguments necessary for the calculation - configs : dictionary + sconfigs: + Dataclass of configuration file arguments. Various configuration parameters necessary for the calculation ang_fov : float The angular size (deg) of the field of view @@ -103,11 +104,11 @@ def create_ephemeris(orbits_df, pointings_df, args, configs): """ verboselog = args.pplogger.info if args.verbose else lambda *a, **k: None - ang_fov = configs["ar_ang_fov"] - buffer = configs["ar_fov_buffer"] - picket_interval = configs["ar_picket"] - obsCode = configs["ar_obs_code"] - nside = 2 ** configs["ar_healpix_order"] + ang_fov = sconfigs.simulation.ar_ang_fov + buffer = sconfigs.simulation.ar_fov_buffer + picket_interval = sconfigs.simulation.ar_picket + obsCode = sconfigs.simulation.ar_obs_code + nside = 2 ** sconfigs.simulation.ar_healpix_order n_sub_intervals = 101 # configs["n_sub_intervals"] ephemeris_csv_filename = None @@ -221,7 +222,7 @@ def create_ephemeris(orbits_df, pointings_df, args, configs): # if the user has defined an output file name for the ephemeris results, write out to that file if ephemeris_csv_filename: verboselog("Writing out ephemeris results to file.") - write_out_ephemeris_file(ephemeris_df, ephemeris_csv_filename, args, configs) + write_out_ephemeris_file(ephemeris_df, ephemeris_csv_filename, args, sconfigs) # join the ephemeris and input orbits dataframe, take special care to make # sure the 'ObjID' column types match. @@ -328,7 +329,7 @@ def calculate_rates_and_geometry(pointing: pd.DataFrame, ephem_geom_params: Ephe ) -def write_out_ephemeris_file(ephemeris_df, ephemeris_csv_filename, args, configs): +def write_out_ephemeris_file(ephemeris_df, ephemeris_csv_filename, args, sconfigs): """Writes the ephemeris out to an external file. Parameters @@ -342,8 +343,8 @@ def write_out_ephemeris_file(ephemeris_df, ephemeris_csv_filename, args, configs args: sorchaArguments object or similar Command-line arguments from Sorcha. - configs: dict - Dictionary of configuration file arguments. + sconfigs: dataclass + Dataclass of configuration file arguments. Returns ------- @@ -352,12 +353,12 @@ def write_out_ephemeris_file(ephemeris_df, ephemeris_csv_filename, args, configs verboselog = args.pplogger.info if args.verbose else lambda *a, **k: None - if configs["eph_format"] == "csv": + if sconfigs.inputs.eph_format == "csv": verboselog("Outputting ephemeris to CSV file...") PPOutWriteCSV(ephemeris_df, ephemeris_csv_filename + ".csv") - elif configs["eph_format"] == "whitespace": + elif sconfigs.inputs.eph_format == "whitespace": verboselog("Outputting ephemeris to whitespaced CSV file...") PPOutWriteCSV(ephemeris_df, ephemeris_csv_filename + ".csv", separator=" ") - elif configs["eph_format"] == "hdf5" or configs["output_format"] == "h5": + elif sconfigs.inputs.eph_format == "hdf5" or sconfigs.output.output_format == "h5": verboselog("Outputting ephemeris to HDF5 binary file...") PPOutWriteHDF5(ephemeris_df, ephemeris_csv_filename + ".h5", "sorcha_ephemeris") diff --git a/src/sorcha/ephemeris/simulation_setup.py b/src/sorcha/ephemeris/simulation_setup.py index d3ff62c7..c9b6bee8 100644 --- a/src/sorcha/ephemeris/simulation_setup.py +++ b/src/sorcha/ephemeris/simulation_setup.py @@ -163,7 +163,7 @@ def generate_simulations(ephem, gm_sun, gm_total, orbits_df, args): return sim_dict -def precompute_pointing_information(pointings_df, args, configs): +def precompute_pointing_information(pointings_df, args, sconfigs): """This function is meant to be run once to prime the pointings dataframe with additional information that Assist & Rebound needs for it's work. @@ -173,8 +173,8 @@ def precompute_pointing_information(pointings_df, args, configs): Contains the telescope pointing database. args : dictionary Command line arguments needed for initialization. - configs : dictionary - Configuration settings. + sconfigs: dataclass + Dataclass of configuration file arguments. Returns -------- @@ -184,7 +184,7 @@ def precompute_pointing_information(pointings_df, args, configs): ephem, _, _ = create_assist_ephemeris(args) furnish_spiceypy(args) - obsCode = configs["ar_obs_code"] + obsCode = sconfigs.simulation.ar_obs_code observatories = Observatory(args) # vectorize the calculation to get x,y,z vector from ra/dec @@ -204,8 +204,8 @@ def precompute_pointing_information(pointings_df, args, configs): # create a partial function since most params don't change, and it makes the lambda easier to read partial_get_hp_neighbors = partial( get_hp_neighbors, - search_radius=configs["ar_ang_fov"] + configs["ar_fov_buffer"], - nside=2 ** configs["ar_healpix_order"], + search_radius=sconfigs.simulation.ar_ang_fov + sconfigs.simulation.ar_fov_buffer, + nside=2 ** sconfigs.simulation.ar_healpix_order, nested=True, ) diff --git a/src/sorcha/modules/PPAddUncertainties.py b/src/sorcha/modules/PPAddUncertainties.py index 0004fb12..04ac7217 100755 --- a/src/sorcha/modules/PPAddUncertainties.py +++ b/src/sorcha/modules/PPAddUncertainties.py @@ -61,7 +61,7 @@ def degSin(x): return np.sin(x * np.pi / 180.0) -def addUncertainties(detDF, configs, module_rngs, verbose=True): +def addUncertainties(detDF, sconfigs, module_rngs, verbose=True): """ Generates astrometric and photometric uncertainties, and SNR. Uses uncertainties to randomize the photometry. Accounts for trailing losses. @@ -80,8 +80,8 @@ def addUncertainties(detDF, configs, module_rngs, verbose=True): detDF : Pandas dataframe) Dataframe of observations. - configs : dictionary - dictionary of configurations from config file. + sconfigs: dataclass + Dataclass of configuration file arguments. module_rngs : PerModuleRNG A collection of random number generators (per module). @@ -100,11 +100,11 @@ def addUncertainties(detDF, configs, module_rngs, verbose=True): verboselog = pplogger.info if verbose else lambda *a, **k: None detDF["astrometricSigma_deg"], detDF["trailedSourceMagSigma"], detDF["SNR"] = uncertainties( - detDF, configs, filterMagName="trailedSourceMagTrue" + detDF, sconfigs, filterMagName="trailedSourceMagTrue" ) - if configs.get("trailing_losses_on", False): - _, detDF["PSFMagSigma"], detDF["SNR"] = uncertainties(detDF, configs, filterMagName="PSFMagTrue") + if sconfigs.expert.trailing_losses_on: + _, detDF["PSFMagSigma"], detDF["SNR"] = uncertainties(detDF, sconfigs, filterMagName="PSFMagTrue") else: detDF["PSFMagSigma"] = detDF["trailedSourceMagSigma"] @@ -113,7 +113,7 @@ def addUncertainties(detDF, configs, module_rngs, verbose=True): def uncertainties( detDF, - configs, + sconfigs, limMagName="fiveSigmaDepth_mag", seeingName="seeingFwhmGeom_arcsec", filterMagName="trailedSourceMagTrue", @@ -130,8 +130,8 @@ def uncertainties( detDF : Pandas dataframe dataframe containing observations. - configs : dictionary - dictionary of configurations from config file. + sconfigs: dataclass + Dataclass of configuration file arguments. limMagName : string, optional pandas dataframe column name of the limiting magnitude. @@ -173,7 +173,7 @@ def uncertainties( signal-to-noise ratio. """ - if configs.get("trailing_losses_on", False): + if sconfigs.expert.trailing_losses_on: dMag = PPTrailingLoss.calcTrailingLoss( detDF[dra_name], detDF[ddec_name], diff --git a/src/sorcha/modules/PPApplyFOVFilter.py b/src/sorcha/modules/PPApplyFOVFilter.py index 53c3bf7b..3d501315 100755 --- a/src/sorcha/modules/PPApplyFOVFilter.py +++ b/src/sorcha/modules/PPApplyFOVFilter.py @@ -5,7 +5,7 @@ from sorcha.modules.PPModuleRNG import PerModuleRNG -def PPApplyFOVFilter(observations, configs, module_rngs, footprint=None, verbose=False): +def PPApplyFOVFilter(observations, sconfigs, module_rngs, footprint=None, verbose=False): """ Wrapper function for PPFootprintFilter and PPFilterDetectionEfficiency that checks to see whether a camera footprint filter should be applied or if a simple fraction of the @@ -22,8 +22,8 @@ def PPApplyFOVFilter(observations, configs, module_rngs, footprint=None, verbose observations: Pandas dataframe dataframe of observations. - configs : dictionary - dictionary of variables from config file. + sconfigs: dataclass + Dataclass of configuration file arguments. module_rngs : PerModuleRNG A collection of random number generators (per module). @@ -45,10 +45,10 @@ def PPApplyFOVFilter(observations, configs, module_rngs, footprint=None, verbose pplogger = logging.getLogger(__name__) verboselog = pplogger.info if verbose else lambda *a, **k: None - if configs["camera_model"] == "footprint": + if sconfigs.fov.camera_model == "footprint": verboselog("Applying sensor footprint filter...") onSensor, detectorIDs = footprint.applyFootprint( - observations, edge_thresh=configs["footprint_edge_threshold"] + observations, edge_thresh=sconfigs.fov.footprint_edge_threshold ) observations = observations.iloc[onSensor].copy() @@ -56,14 +56,14 @@ def PPApplyFOVFilter(observations, configs, module_rngs, footprint=None, verbose observations = observations.sort_index() - if configs["camera_model"] == "circle": + if sconfigs.fov.camera_model == "circle": verboselog("FOV is circular...") - if configs["circle_radius"]: + if sconfigs.fov.circle_radius: verboselog("Circle radius is set. Applying circular footprint filter...") - observations = PPCircleFootprint(observations, configs["circle_radius"]) - if configs["fill_factor"]: + observations = PPCircleFootprint(observations, sconfigs.fov.circle_radius) + if sconfigs.fov.fill_factor: verboselog("Fill factor is set. Removing random observations to mimic chip gaps.") - observations = PPSimpleSensorArea(observations, module_rngs, configs["fill_factor"]) + observations = PPSimpleSensorArea(observations, module_rngs, sconfigs.fov.fill_factor) return observations diff --git a/src/sorcha/modules/PPOutput.py b/src/sorcha/modules/PPOutput.py index 269394e9..b8e06f64 100755 --- a/src/sorcha/modules/PPOutput.py +++ b/src/sorcha/modules/PPOutput.py @@ -132,7 +132,7 @@ def PPIndexSQLDatabase(outf, tablename="sorcha_results"): cnx.commit() -def PPWriteOutput(cmd_args, configs, observations_in, verbose=False): +def PPWriteOutput(cmd_args, sconfigs, observations_in, verbose=False): """ Writes the output in the format specified in the config file to a location specified by the user. @@ -142,8 +142,8 @@ def PPWriteOutput(cmd_args, configs, observations_in, verbose=False): cmd_args : dictionary Dictonary of command line arguments. - configs : Dictionary - Dictionary of config file arguments. + sconfigs: dataclass + Dataclass of configuration file arguments. observations_in : Pandas dataframe Dataframe of output. @@ -171,7 +171,7 @@ def PPWriteOutput(cmd_args, configs, observations_in, verbose=False): + observations_in["Obj_Sun_z_LTC_km"].values ** 2 ) - if configs["output_columns"] == "basic": + if sconfigs.output.output_columns == "basic": observations = observations_in.copy()[ [ "ObjID", @@ -193,14 +193,14 @@ def PPWriteOutput(cmd_args, configs, observations_in, verbose=False): ] # if linking is on and unlinked objects are NOT dropped, add the object_linked column to the output - if configs["SSP_linking_on"] and not configs["drop_unlinked"]: + if sconfigs.linkingfilter.ssp_linking_on and not sconfigs.linkingfilter.drop_unlinked: observations["object_linked"] = observations_in["object_linked"].copy() - elif configs["output_columns"] == "all": + elif sconfigs.output.output_columns == "all": observations = observations_in.copy() - elif len(configs["output_columns"]) > 1: # assume a list of column names... + elif len(sconfigs.output.output_columns) > 1: # assume a list of column names... try: - observations = observations_in.copy()[configs["output_columns"]] + observations = observations_in.copy()[sconfigs.output.output_columns] except KeyError: pplogger.error( "ERROR: at least one of the columns provided in output_columns does not seem to exist. Check docs and try again." @@ -209,7 +209,7 @@ def PPWriteOutput(cmd_args, configs, observations_in, verbose=False): "ERROR: at least one of the columns provided in output_columns does not seem to exist. Check docs and try again." ) - if configs["position_decimals"]: + if sconfigs.output.position_decimals: for position_col in [ "fieldRA_deg", "fieldDec_deg", @@ -221,12 +221,12 @@ def PPWriteOutput(cmd_args, configs, observations_in, verbose=False): ]: try: # depending on type of output selected, some of these columns may not exist. observations[position_col] = observations[position_col].round( - decimals=configs["position_decimals"] + decimals=sconfigs.output.position_decimals ) except KeyError: continue - if configs["magnitude_decimals"]: + if sconfigs.output.magnitude_decimals: for magnitude_col in [ "PSFMag", "trailedSourceMag", @@ -239,26 +239,26 @@ def PPWriteOutput(cmd_args, configs, observations_in, verbose=False): ]: try: # depending on type of output selected, some of these columns may not exist. observations[magnitude_col] = observations[magnitude_col].round( - decimals=configs["magnitude_decimals"] + decimals=sconfigs.output.magnitude_decimals ) except KeyError: continue verboselog("Constructing output path...") - if configs["output_format"] == "csv": + if sconfigs.output.output_format == "csv": outputsuffix = ".csv" out = os.path.join(cmd_args.outpath, cmd_args.outfilestem + outputsuffix) verboselog("Output to CSV file...") observations = PPOutWriteCSV(observations, out) - elif configs["output_format"] == "sqlite3": + elif sconfigs.output.output_format == "sqlite3": outputsuffix = ".db" out = os.path.join(cmd_args.outpath, cmd_args.outfilestem + outputsuffix) verboselog("Output to sqlite3 database...") observations = PPOutWriteSqlite3(observations, out) - elif configs["output_format"] == "hdf5" or configs["output_format"] == "h5": + elif sconfigs.output.output_format == "hdf5" or sconfigs.output.output_format == "h5": outputsuffix = ".h5" out = os.path.join(cmd_args.outpath, cmd_args.outfilestem + outputsuffix) verboselog("Output to HDF5 binary file...") diff --git a/src/sorcha/modules/PPRandomizeMeasurements.py b/src/sorcha/modules/PPRandomizeMeasurements.py index c0bed606..b09ddd37 100644 --- a/src/sorcha/modules/PPRandomizeMeasurements.py +++ b/src/sorcha/modules/PPRandomizeMeasurements.py @@ -31,7 +31,7 @@ logger = logging.getLogger(__name__) -def randomizeAstrometryAndPhotometry(observations, configs, module_rngs, verbose=False): +def randomizeAstrometryAndPhotometry(observations, sconfigs, module_rngs, verbose=False): """ Wrapper function to perform randomisation of astrometry and photometry around their uncertainties. Calls randomizePhotometry() and randomizeAstrometry(). @@ -47,8 +47,8 @@ def randomizeAstrometryAndPhotometry(observations, configs, module_rngs, verbose observations : pandas dataframe Dataframe containing observations. - configs : dict - Dictionary of config file variables. + sconfigs: dataclass + Dataclass of configuration file arguments. module_rngs : PerModuleRNG A collection of random number generators (per module). @@ -70,7 +70,7 @@ def randomizeAstrometryAndPhotometry(observations, configs, module_rngs, verbose # default SNR cut can be disabled in the config file under EXPERT # at low SNR, high photometric sigma causes randomisation to sometimes # grossly inflate/decrease magnitudes. - if configs.get("default_SNR_cut", False): + if sconfigs.expert.default_SNR_cut: verboselog("Removing all observations with SNR < 2.0...") observations = PPSNRLimit(observations.copy(), 2.0) @@ -79,7 +79,7 @@ def randomizeAstrometryAndPhotometry(observations, configs, module_rngs, verbose observations, module_rngs, magName="trailedSourceMagTrue", sigName="trailedSourceMagSigma" ) - if configs.get("trailing_losses_on", False): + if sconfigs.expert.trailing_losses_on: observations["PSFMag"] = randomizePhotometry( observations, module_rngs, magName="PSFMagTrue", sigName="PSFMagSigma" ) diff --git a/src/sorcha/modules/PPStats.py b/src/sorcha/modules/PPStats.py index 324108dd..ed8784b8 100644 --- a/src/sorcha/modules/PPStats.py +++ b/src/sorcha/modules/PPStats.py @@ -3,7 +3,7 @@ import os -def stats(observations, statsfilename, outpath, configs): +def stats(observations, statsfilename, outpath, sconfigs): """ Write a summary statistics file including whether each object was linked or not within miniDifi, their number of observations, min/max phase angles, @@ -17,6 +17,9 @@ def stats(observations, statsfilename, outpath, configs): statsfilename : string Stem filename to write summary stats file to + + sconfigs: dataclass + Dataclass of configuration file arguments. Returns ------- @@ -40,11 +43,11 @@ def stats(observations, statsfilename, outpath, configs): ) num_obs = group_by.agg("size").to_frame("number_obs") - if configs["SSP_linking_on"] and not configs["drop_unlinked"]: + if sconfigs.linkingfilter.ssp_linking_on and not sconfigs.linkingfilter.drop_unlinked: linked = group_by["object_linked"].agg("all").to_frame("object_linked") date_linked = group_by["date_linked_MJD"].agg("first").to_frame("date_linked_MJD") joined_stats = num_obs.join([mag, phase_deg, linked, date_linked]) - elif configs["SSP_linking_on"]: + elif sconfigs.linkingfilter.ssp_linking_on: date_linked = group_by["date_linked_MJD"].agg("first").to_frame("date_linked_MJD") joined_stats = num_obs.join([mag, phase_deg, date_linked]) else: diff --git a/src/sorcha/sorcha.py b/src/sorcha/sorcha.py index c3271a27..91f68e08 100755 --- a/src/sorcha/sorcha.py +++ b/src/sorcha/sorcha.py @@ -78,7 +78,7 @@ def mem(df): return usage -def runLSSTSimulation(args, configs): +def runLSSTSimulation(args, sconfigs): """ Runs the post processing survey simulator functions that apply a series of filters to bias a model Solar System small body population to what the @@ -92,6 +92,8 @@ def runLSSTSimulation(args, configs): pplogger : logging.Logger, optional The logger to use in this function. If None creates a new one. Default = None + sconfigs: dataclass + Dataclass of configuration file arguments. Returns ----------- @@ -114,29 +116,29 @@ def runLSSTSimulation(args, configs): # if not, verboselog does absolutely nothing verboselog = pplogger.info if args.verbose else lambda *a, **k: None - configs["mainfilter"], configs["othercolours"] = PPGetMainFilterAndColourOffsets( - args.paramsinput, configs["observing_filters"], configs["aux_format"] + sconfigs.filters.mainfilter, sconfigs.filters.othercolours = PPGetMainFilterAndColourOffsets( + args.paramsinput, sconfigs.filters.observing_filters, sconfigs.inputs.aux_format ) - PPPrintConfigsToLog(configs, args) + #PPPrintConfigsToLog(configs, args) do we need this? # End of config parsing verboselog("Reading pointing database...") filterpointing = PPReadPointingDatabase( - args.pointing_database, configs["observing_filters"], configs["pointing_sql_query"], args.surveyname + args.pointing_database, sconfigs.filters.observing_filters, sconfigs.inputs.pointing_sql_query, args.surveyname ) # if we are going to compute the ephemerides, then we should pre-compute all # of the needed values derived from the pointing information. - if configs["ephemerides_type"].casefold() != "external": + if sconfigs.inputs.ephemerides_type.casefold() != "external": verboselog("Pre-computing pointing information for ephemeris generation") - filterpointing = precompute_pointing_information(filterpointing, args, configs) + filterpointing = precompute_pointing_information(filterpointing, args, sconfigs) # Set up the data readers. - ephem_type = configs["ephemerides_type"] + ephem_type = sconfigs.inputs.ephemerides_type ephem_primary = False reader = CombinedDataReader(ephem_primary=ephem_primary, verbose=True) @@ -148,12 +150,12 @@ def runLSSTSimulation(args, configs): pplogger.error(f"PPReadAllInput: Unsupported value for ephemerides_type {ephem_type}") sys.exit(f"PPReadAllInput: Unsupported value for ephemerides_type {ephem_type}") if ephem_type.casefold() == "external": - reader.add_ephem_reader(EphemerisDataReader(args.input_ephemeris_file, configs["eph_format"])) + reader.add_ephem_reader(EphemerisDataReader(args.input_ephemeris_file, sconfigs.inputs.eph_format)) - reader.add_aux_data_reader(OrbitAuxReader(args.orbinfile, configs["aux_format"])) - reader.add_aux_data_reader(CSVDataReader(args.paramsinput, configs["aux_format"])) - if configs["comet_activity"] is not None or configs["lc_model"] is not None: - reader.add_aux_data_reader(CSVDataReader(args.complex_parameters, configs["aux_format"])) + reader.add_aux_data_reader(OrbitAuxReader(args.orbinfile, sconfigs.inputs.aux_format)) + reader.add_aux_data_reader(CSVDataReader(args.paramsinput, sconfigs.inputs.aux_format)) + if sconfigs.activity.comet_activity is not None or sconfigs.lightcurve.lc_model is not None: + reader.add_aux_data_reader(CSVDataReader(args.complex_parameters, sconfigs.inputs.aux_format)) # Check to make sure the ObjIDs in all of the aux_data_readers are a match. reader.check_aux_object_ids() @@ -171,25 +173,25 @@ def runLSSTSimulation(args, configs): lenf = ii footprint = None - if configs["camera_model"] == "footprint": + if sconfigs.fov.camera_model == "footprint": verboselog("Creating sensor footprint object for filtering") - footprint = Footprint(configs["footprint_path"]) + footprint = Footprint(sconfigs.fov.footprint_path) while endChunk < lenf: verboselog("Starting main Sorcha processing loop round {}".format(loopCounter)) - endChunk = startChunk + configs["size_serial_chunk"] + endChunk = startChunk + sconfigs.inputs.size_serial_chunk verboselog("Working on objects {}-{}".format(startChunk, endChunk)) # Processing begins, all processing is done for chunks - if configs["ephemerides_type"].casefold() == "external": + if sconfigs.inputs.ephemerides_type.casefold() == "external": verboselog("Reading in chunk of orbits and associated ephemeris from an external file") - observations = reader.read_block(block_size=configs["size_serial_chunk"]) + observations = reader.read_block(block_size=sconfigs.inputs.size_serial_chunk) observations.to_csv("post_readin_ephem_nonprimary.csv") else: verboselog("Ingest chunk of orbits") - orbits_df = reader.read_aux_block(block_size=configs["size_serial_chunk"]) + orbits_df = reader.read_aux_block(block_size=sconfigs.inputs.size_serial_chunk) verboselog("Starting ephemeris generation") - observations = create_ephemeris(orbits_df, filterpointing, args, configs) + observations = create_ephemeris(orbits_df, filterpointing, args, sconfigs) verboselog("Ephemeris generation completed") verboselog("Start post processing for this chunk") @@ -201,7 +203,7 @@ def runLSSTSimulation(args, configs): pplogger.info( "WARNING: no ephemeris observations found for these objects. Skipping to next chunk..." ) - startChunk = startChunk + configs["size_serial_chunk"] + startChunk = startChunk + sconfigs.inputs.size_serial_chunk loopCounter = loopCounter + 1 continue @@ -210,23 +212,23 @@ def runLSSTSimulation(args, configs): verboselog("Calculating apparent magnitudes...") observations = PPCalculateApparentMagnitude( observations, - configs["phase_function"], - configs["mainfilter"], - configs["othercolours"], - configs["observing_filters"], - configs["comet_activity"], - lightcurve_choice=configs["lc_model"], + sconfigs.phasecurve.phase_function, + sconfigs.filters.mainfilter, + sconfigs.filters.othercolours, + sconfigs.filters.observing_filters, + sconfigs.activity.comet_activity, + lightcurve_choice=sconfigs.lightcurve.lc_model, verbose=args.verbose, ) - if configs["trailing_losses_on"]: + if sconfigs.expert.trailing_losses_on: verboselog("Calculating trailing losses...") dmagDetect = PPTrailingLoss(observations, "circularPSF") observations["PSFMagTrue"] = dmagDetect + observations["trailedSourceMagTrue"] else: observations["PSFMagTrue"] = observations["trailedSourceMagTrue"] - if configs["vignetting_on"]: + if sconfigs.expert.vignetting_on: verboselog("Calculating effects of vignetting on limiting magnitude...") observations["fiveSigmaDepth_mag"] = PPVignetting.vignettingEffects(observations) else: @@ -241,15 +243,15 @@ def runLSSTSimulation(args, configs): # Do NOT use trailedSourceMagTrue or PSFMagTrue, these are the unrandomised magnitudes. verboselog("Calculating astrometric and photometric uncertainties...") observations = PPAddUncertainties.addUncertainties( - observations, configs, args._rngs, verbose=args.verbose + observations, sconfigs, args._rngs, verbose=args.verbose ) - if configs["randomization_on"]: + if sconfigs.expert.randomization_on: verboselog( "Number of rows BEFORE randomizing astrometry and photometry: " + str(len(observations.index)) ) observations = PPRandomizeMeasurements.randomizeAstrometryAndPhotometry( - observations, configs, args._rngs, verbose=args.verbose + observations, sconfigs, args._rngs, verbose=args.verbose ) verboselog( "Number of rows AFTER randomizing astrometry and photometry: " + str(len(observations.index)) @@ -269,61 +271,61 @@ def runLSSTSimulation(args, configs): observations["trailedSourceMag"] = observations["trailedSourceMagTrue"].copy() observations["PSFMag"] = observations["PSFMagTrue"].copy() - if configs["camera_model"] != "none" and len(observations.index) > 0: + if sconfigs.fov.camera_model != "none" and len(observations.index) > 0: verboselog("Applying field-of-view filters...") verboselog("Number of rows BEFORE applying FOV filters: " + str(len(observations.index))) observations = PPApplyFOVFilter( - observations, configs, args._rngs, footprint=footprint, verbose=args.verbose + observations, sconfigs, args._rngs, footprint=footprint, verbose=args.verbose ) verboselog("Number of rows AFTER applying FOV filters: " + str(len(observations.index))) - if configs["SNR_limit_on"] and len(observations.index) > 0: + if sconfigs.expert.SNR_limit_on and len(observations.index) > 0: verboselog( "Dropping observations with signal to noise ratio less than {}...".format( - configs["SNR_limit"] + sconfigs.expert.SNR_limit ) ) verboselog("Number of rows BEFORE applying SNR limit filter: " + str(len(observations.index))) - observations = PPSNRLimit(observations, configs["SNR_limit"]) + observations = PPSNRLimit(observations, sconfigs.expert.SNR_limit) verboselog("Number of rows AFTER applying SNR limit filter: " + str(len(observations.index))) - if configs["mag_limit_on"] and len(observations.index) > 0: + if sconfigs.expert.mag_limit_on and len(observations.index) > 0: verboselog("Dropping detections fainter than user-defined magnitude limit... ") verboselog("Number of rows BEFORE applying mag limit filter: " + str(len(observations.index))) - observations = PPMagnitudeLimit(observations, configs["mag_limit"]) + observations = PPMagnitudeLimit(observations, sconfigs.expert.mag_limit) verboselog("Number of rows AFTER applying mag limit filter: " + str(len(observations.index))) - if configs["fading_function_on"] and len(observations.index) > 0: + if sconfigs.fadingfunction.fading_function_on and len(observations.index) > 0: verboselog("Applying detection efficiency fading function...") verboselog("Number of rows BEFORE applying fading function: " + str(len(observations.index))) observations = PPFadingFunctionFilter( observations, - configs["fading_function_peak_efficiency"], - configs["fading_function_width"], + sconfigs.fadingfunction.fading_function_peak_efficiency, + sconfigs.fadingfunction.fading_function_width, args._rngs, verbose=args.verbose, ) verboselog("Number of rows AFTER applying fading function: " + str(len(observations.index))) - if configs["bright_limit_on"] and len(observations.index) > 0: + if sconfigs.saturation.bright_limit_on and len(observations.index) > 0: verboselog("Dropping observations that are too bright...") verboselog("Number of rows BEFORE applying bright limit filter " + str(len(observations.index))) - observations = PPBrightLimit(observations, configs["observing_filters"], configs["bright_limit"]) + observations = PPBrightLimit(observations, sconfigs.filters.observing_filters, sconfigs.saturation.bright_limit) verboselog("Number of rows AFTER applying bright limit filter " + str(len(observations.index))) - if configs["SSP_linking_on"] and len(observations.index) > 0: + if sconfigs.linkingfilter.ssp_linking_on and len(observations.index) > 0: verboselog("Applying SSP linking filter...") verboselog("Number of rows BEFORE applying SSP linking filter: " + str(len(observations.index))) observations = PPLinkingFilter( observations, - configs["SSP_detection_efficiency"], - configs["SSP_number_observations"], - configs["SSP_number_tracklets"], - configs["SSP_track_window"], - configs["SSP_separation_threshold"], - configs["SSP_maximum_time"], - configs["SSP_night_start_utc"], - drop_unlinked=configs["drop_unlinked"], + sconfigs.linkingfilter.ssp_detection_efficiency, + sconfigs.linkingfilter.ssp_number_observations, + sconfigs.linkingfilter.ssp_number_tracklets, + sconfigs.linkingfilter.ssp_track_window, + sconfigs.linkingfilter.ssp_separation_threshold, + sconfigs.linkingfilter.ssp_maximum_time, + sconfigs.linkingfilter.ssp_night_start_utc, + drop_unlinked=sconfigs.linkingfilter.drop_unlinked, ) observations.reset_index(drop=True, inplace=True) verboselog("Number of rows AFTER applying SSP linking filter: " + str(len(observations.index))) @@ -332,17 +334,17 @@ def runLSSTSimulation(args, configs): if len(observations.index) > 0: pplogger.info("Post processing completed for this chunk") pplogger.info("Outputting results for this chunk") - PPWriteOutput(args, configs, observations, verbose=args.verbose) + PPWriteOutput(args, sconfigs, observations, verbose=args.verbose) if args.stats is not None: - stats(observations, args.stats, args.outpath, configs) + stats(observations, args.stats, args.outpath, sconfigs) else: verboselog("No observations left in chunk. No output will be written for this chunk.") - startChunk = startChunk + configs["size_serial_chunk"] + startChunk = startChunk + sconfigs.inputs.size_serial_chunk loopCounter = loopCounter + 1 # end for - if configs["output_format"] == "sqlite3" and os.path.isfile( + if sconfigs.output.output_format == "sqlite3" and os.path.isfile( os.path.join(args.outpath, args.outfilestem + ".db") ): pplogger.info("Indexing output SQLite database...") diff --git a/src/sorcha/utilities/sorchaConfigs.py b/src/sorcha/utilities/sorchaConfigs.py index 3d4ebbfb..0895ffed 100644 --- a/src/sorcha/utilities/sorchaConfigs.py +++ b/src/sorcha/utilities/sorchaConfigs.py @@ -94,6 +94,12 @@ class filtersConfigs: survey_name : str ="" """survey name to be used for checking filters are correct""" + mainfilter: str = "" + """main filter chosen in physical parameter file""" + + othercolours: str = "" + """other filters given alongside main filter""" + def __post_init__(self): """Automatically validates the filters configs after initialisation.""" self._validate_filters_configs() @@ -154,7 +160,9 @@ def _validate_saturation_configs(self): except ValueError: logging.error("ERROR: could not parse brightness limits. Check formatting and try again.") sys.exit("ERROR: could not parse brightness limits. Check formatting and try again.") - if len(self.bright_limit) != 1 and len(self.bright_limit) != len(self._observing_filters): + if len(self.bright_limit) == 1: + self.bright_limit = cast_as_float(self.bright_limit[0],"bright_limit") + elif len(self.bright_limit) != 1 and len(self.bright_limit) != len(self._observing_filters): logging.error( "ERROR: list of saturation limits is not the same length as list of observing filters." ) @@ -309,7 +317,7 @@ class linkingfilterConfigs: """Data class for holding LINKINGFILTER section configuration file keys and validating them.""" ssp_linking_on: bool = False - """checks to see if model should run ssp linking filter""" + """flag to see if model should run ssp linking filter""" drop_unlinked: bool = True @@ -488,20 +496,28 @@ class expertConfigs: """Data class for holding expert section configuration file keys and validating them.""" SNR_limit: float = 0 + """Drops observations with signal to noise ratio less than limit given""" SNR_limit_on: bool = False + """flag for when an SNR limit is given""" mag_limit: float = 0 + """Drops observations with magnitude less than limit given""" mag_limit_on: bool = False + """flag for when a magnitude limit is given""" trailing_losses_on: bool = True + """flag fir trailing losses""" default_SNR_cut: bool = True + """flag fir default SNR""" randomization_on: bool = True + """flag for randomizing astrometry and photometry""" vignetting_on: bool = True + """flag for calculating effects of vignetting on limiting magnitude""" def __post_init__(self): self._validate_expert_configs() @@ -588,6 +604,10 @@ def __init__(self, config_file_location=None, survey_name=None): self.survey_name = survey_name if config_file_location: # if a location to a config file is supplied... + # Save a raw copy of the configuration to the logs as a backup. + with open(config_file_location, "r") as file: + logging.info(f"Copy of configuration file {config_file_location}:\n{file.read()}") + config_object = configparser.ConfigParser() # create a ConfigParser object config_object.read(config_file_location) # and read the whole config file into it self._read_configs_from_object( diff --git a/src/sorcha_cmdline/run.py b/src/sorcha_cmdline/run.py index 6b7ce7a5..78a35111 100644 --- a/src/sorcha_cmdline/run.py +++ b/src/sorcha_cmdline/run.py @@ -151,22 +151,21 @@ def execute(args): # Extract and validate the remaining arguments. cmd_args = PPCommandLineParser(args) pplogger.info("Reading configuration file...") - configs = PPConfigFileParser(cmd_args["configfile"], cmd_args["surveyname"]) + # configs = PPConfigFileParser(cmd_args["configfile"], cmd_args["surveyname"]) sconfigs = sorchaConfigs(cmd_args["configfile"], cmd_args["surveyname"]) pplogger.info("Configuration file read.") - if configs["ephemerides_type"] == "external" and cmd_args["input_ephemeris_file"] is None: + if sconfigs.inputs.ephemerides_type == "external" and cmd_args["input_ephemeris_file"] is None: pplogger.error("ERROR: A+R simulation not enabled and no ephemerides file provided") sys.exit("ERROR: A+R simulation not enabled and no ephemerides file provided") - if configs["lc_model"] and cmd_args["complex_physical_parameters"] is None: + if sconfigs.lightcurve.lc_model and cmd_args["complex_physical_parameters"] is None: pplogger.error("ERROR: No complex physical parameter file provided for light curve model") sys.exit("ERROR: No complex physical parameter file provided for light curve model") - if configs["comet_activity"] and cmd_args["complex_physical_parameters"] is None: + if sconfigs.activity.comet_activity and cmd_args["complex_physical_parameters"] is None: pplogger.error("ERROR: No complex physical parameter file provided for comet activity model") sys.exit("ERROR: No complex physical parameter file provided for comet activity model") - if "SORCHA_SEED" in os.environ: cmd_args["seed"] = int(os.environ["SORCHA_SEED"]) pplogger.info(f"Random seed overridden via environmental variable, SORCHA_SEED={cmd_args['seed']}") @@ -182,7 +181,7 @@ def execute(args): except Exception as err: pplogger.error(err) sys.exit(err) - runLSSTSimulation(args, configs) + runLSSTSimulation(args, sconfigs) elif cmd_args["surveyname"] in ["LSST", "lsst"]: pplogger.error( "ERROR: The LSST has not started yet Current allowed surveys are: {}".format( From dfb569254aa553d83521cb2236c2c6f68278b54c Mon Sep 17 00:00:00 2001 From: Ryan Lyttle Date: Sun, 17 Nov 2024 16:22:16 +0000 Subject: [PATCH 09/28] fixed some small issues with the dataclasses Fixed simulationConfigs and also changed the PrintConfigsToLog function to work with dataclasses --- src/sorcha/sorcha.py | 4 +- src/sorcha/utilities/sorchaConfigs.py | 318 ++++++++++++++++++++++++-- 2 files changed, 297 insertions(+), 25 deletions(-) diff --git a/src/sorcha/sorcha.py b/src/sorcha/sorcha.py index 91f68e08..c7d68979 100755 --- a/src/sorcha/sorcha.py +++ b/src/sorcha/sorcha.py @@ -40,7 +40,7 @@ from sorcha.lightcurves.lightcurve_registration import update_lc_subclasses from sorcha.utilities.sorchaArguments import sorchaArguments -from sorcha.utilities.sorchaConfigs import sorchaConfigs +from sorcha.utilities.sorchaConfigs import sorchaConfigs, PrintConfigsToLog from sorcha.utilities.citation_text import cite_sorcha @@ -120,7 +120,7 @@ def runLSSTSimulation(args, sconfigs): args.paramsinput, sconfigs.filters.observing_filters, sconfigs.inputs.aux_format ) - #PPPrintConfigsToLog(configs, args) do we need this? + PrintConfigsToLog(sconfigs, args) # End of config parsing diff --git a/src/sorcha/utilities/sorchaConfigs.py b/src/sorcha/utilities/sorchaConfigs.py index 0895ffed..d9d2b8b5 100644 --- a/src/sorcha/utilities/sorchaConfigs.py +++ b/src/sorcha/utilities/sorchaConfigs.py @@ -64,6 +64,9 @@ class simulationConfigs: ar_healpix_order: int = 0 """the order of healpix which we will use for the healpy portions of the code.""" + _ephemerides_type: str = ("") + """Simulation used for ephemeris input.""" + def __post_init__(self): """Automagically validates the simulation configs after initialisation.""" self._validate_simulation_configs() @@ -71,17 +74,18 @@ def __post_init__(self): def _validate_simulation_configs(self): # make sure all the mandatory keys have been populated. - check_key_exists(self.ar_ang_fov, "ar_ang_fov") - check_key_exists(self.ar_fov_buffer, "ar_fov_buffer") - check_key_exists(self.ar_picket, "ar_picket") - check_key_exists(self.ar_obs_code, "ar_obs_code") - check_key_exists(self.ar_healpix_order, "ar_healpix_order") - - # some additional checks to make sure they all make sense! - self.ar_ang_fov = cast_as_float(self.ar_ang_fov,"ar_ang_fov") - self.ar_fov_buffer = cast_as_float(self.ar_fov_buffer,"ar_fov_buffer") - self.ar_picket = cast_as_int(self.ar_picket, "ar_picket") - self.ar_healpix_order = cast_as_int(self.ar_healpix_order,"ar_healpix_order") + if self._ephemerides_type == "ar": + check_key_exists(self.ar_ang_fov, "ar_ang_fov") + check_key_exists(self.ar_fov_buffer, "ar_fov_buffer") + check_key_exists(self.ar_picket, "ar_picket") + check_key_exists(self.ar_obs_code, "ar_obs_code") + check_key_exists(self.ar_healpix_order, "ar_healpix_order") + + # some additional checks to make sure they all make sense! + self.ar_ang_fov = cast_as_float(self.ar_ang_fov,"ar_ang_fov") + self.ar_fov_buffer = cast_as_float(self.ar_fov_buffer,"ar_fov_buffer") + self.ar_picket = cast_as_int(self.ar_picket, "ar_picket") + self.ar_healpix_order = cast_as_int(self.ar_healpix_order,"ar_healpix_order") @dataclass @@ -107,7 +111,6 @@ def __post_init__(self): def _validate_filters_configs(self): check_key_exists(self.observing_filters,"observing_filters") - self.observing_filters = cast_as_str(self.observing_filters,"obsering_filters") check_key_exists(self.survey_name,"survey_name") self.observing_filters= [e.strip() for e in self.observing_filters.split(",")] self._check_for_correct_filters() @@ -619,7 +622,7 @@ def _read_configs_from_object(self, config_object): inputs_dict = dict(config_object["INPUT"]) self.inputs = inputConfigs(**inputs_dict) - simulation_dict = dict(config_object["SIMULATION"]) + simulation_dict = {**config_object["SIMULATION"], "_ephemerides_type": self.inputs.ephemerides_type} self.simulation = simulationConfigs(**simulation_dict) filter_dict = {**config_object["FILTERS"], "survey_name": self.survey_name} @@ -659,8 +662,21 @@ def _read_configs_from_object(self, config_object): def check_key_exists(value, key_name): - # checks to make sure that whatever is in "value" evaluates as truthy, i.e. it isn't the default and we - # populated this key successfully. + """ + Checks to confirm that a mandatory config file value is present and has been read into the dataclass as truthy. Returns an error if value is falsy + + Parameters + ----------- + value : value of the config file value + + key_name : string + The key being checked. + + Returns + ---------- + None. + + """ if not value: logging.error( @@ -672,6 +688,24 @@ def check_key_exists(value, key_name): def check_key_doesnt_exist(value, key_name,reason): + """ + Checks to confirm that a config file value is not present and has been read into the dataclass as falsy. Returns an error if value is truthy + + Parameters + ----------- + value : value of the config file value + + key_name : string + The key being checked. + + reason : string + reason given in the error message on why this value shouldn't be in the config file + + Returns + ---------- + None. + """ + #checks to make sure value doesn't exist if value: logging.error( @@ -684,6 +718,20 @@ def check_key_doesnt_exist(value, key_name,reason): def cast_as_int(value, key): # replaces PPGetIntOrExit: checks to make sure the value can be cast as an integer. + """ + Checks to see if value can be cast as an interger. + + Parameters + ----------- + value : value of the config file value + + key : string + The key being checked. + Returns + ---------- + value as an integer + + """ try: int(value) @@ -693,17 +741,23 @@ def cast_as_int(value, key): return int(value) -def cast_as_str(value, key): - - try: - str(value) - except ValueError: - logging.error(f"ERROR: expected a str for config parameter {key}. Check value in config file.") - sys.exit(f"ERROR: expected a str for config parameter {key}. Check value in config file.") - return str(value) def cast_as_float(value, key): # replaces PPGetFloatOrExit: checks to make sure the value can be cast as a float. + """ + Checks to see if value can be cast as a float. + + Parameters + ----------- + value : value of the config file value + + key : string + The key being checked. + Returns + ---------- + value as a float + + """ try: float(value) @@ -715,6 +769,19 @@ def cast_as_float(value, key): def cast_as_bool(value, key): # replaces PPGetBoolOrExit: checks to make sure the value can be cast as a bool. + """ + Checks to see if value can be cast as a boolen. + + Parameters + ----------- + value : value of the config file value + + key : string + The key being checked. + Returns + ---------- + value as a boolen + """ str_value = str(value).strip() @@ -729,6 +796,23 @@ def cast_as_bool(value, key): def check_value_in_list(value, valuelist, key): # PPConfigParser often checks to see if a config variable is in a list of permissible variables, so this abstracts it out. + """ + Checks to see if a config variable is in a list of permissible variables. + + Parameters + ----------- + value : value of the config file value + + valuelist: list + list of permissible values for value + + key : string + The key being checked. + Returns + ---------- + None. + + """ if value not in valuelist: logging.error( @@ -765,3 +849,191 @@ def PPFindFileOrExit(arg_fn, argname): else: pplogger.error("ERROR: filename {} supplied for {} argument does not exist.".format(arg_fn, argname)) sys.exit("ERROR: filename {} supplied for {} argument does not exist.".format(arg_fn, argname)) + + +def PrintConfigsToLog(sconfigs, cmd_args): + """ + Prints all the values from the config file and command line to the log. + + Parameters + ----------- + sconfigs : dataclass + Dataclass of config file variables. + + cmd_args : dictionary + Dictionary of command line arguments. + + Returns + ---------- + None. + + """ + pplogger = logging.getLogger(__name__) + + pplogger.info("The config file used is located at " + cmd_args.configfile) + pplogger.info("The physical parameters file used is located at " + cmd_args.paramsinput) + pplogger.info("The orbits file used is located at " + cmd_args.orbinfile) + if cmd_args.input_ephemeris_file: + pplogger.info("The ephemerides file used is located at " + cmd_args.input_ephemeris_file) + if cmd_args.output_ephemeris_file: + pplogger.info("The output ephemerides file is located " + cmd_args.output_ephemeris_file) + pplogger.info("The survey selected is: " + cmd_args.surveyname) + + if sconfigs.activity.comet_activity == "comet": + pplogger.info("Cometary activity set to: " + str(sconfigs.activity.comet_activity)) + elif sconfigs.activity.comet_activity == "none": + pplogger.info("No cometary activity selected.") + + pplogger.info("Format of ephemerides file is: " + sconfigs.inputs.eph_format) + pplogger.info("Format of auxiliary files is: " + sconfigs.inputs.aux_format) + + pplogger.info("Pointing database path is: " + cmd_args.pointing_database) + pplogger.info("Pointing database required query is: " + sconfigs.inputs.pointing_sql_query) + + pplogger.info( + "The number of objects processed in a single chunk is: " + str(sconfigs.inputs.size_serial_chunk) + ) + pplogger.info("The main filter in which H is defined is " + sconfigs.filters.mainfilter) + rescs = " ".join(str(f) for f in sconfigs.filters.observing_filters) + pplogger.info("The filters included in the post-processing results are " + rescs) + + if sconfigs.filters.othercolours: + othcs = " ".join(str(e) for e in sconfigs.filters.othercolours) + pplogger.info("Thus, the colour indices included in the simulation are " + othcs) + + pplogger.info( + "The apparent brightness is calculated using the following phase function model: " + + sconfigs.phasecurve.phase_function + ) + + if sconfigs.expert.trailing_losses_on: + pplogger.info("Computation of trailing losses is switched ON.") + else: + pplogger.info("Computation of trailing losses is switched OFF.") + + if sconfigs.expert.randomization_on: + pplogger.info("Randomization of position and magnitude around uncertainties is switched ON.") + else: + pplogger.info("Randomization of position and magnitude around uncertainties is switched OFF.") + + if sconfigs.expert.vignetting_on: + pplogger.info("Vignetting is switched ON.") + else: + pplogger.info("Vignetting is switched OFF.") + + if sconfigs.fov.camera_model == "footprint": + pplogger.info("Footprint is modelled after the actual camera footprint.") + if sconfigs.fov.footprint_path: + pplogger.info("Loading camera footprint from " + sconfigs.fov.footprint_path) + else: + pplogger.info("Loading default LSST footprint LSST_detector_corners_100123.csv") + elif sconfigs.fov.camera_model == "circle": + pplogger.info("Footprint is circular.") + if sconfigs.fov.fill_factor: + pplogger.info( + "The code will approximate chip gaps using filling factor: " + str(sconfigs.fov.fill_factor) + ) + elif sconfigs.fov.circle_radius: + pplogger.info( + "A circular footprint will be applied with radius: " + str(sconfigs.fov.circle_radius) + ) + else: + pplogger.info("Camera footprint is turned OFF.") + + if sconfigs.saturation.bright_limit_on: + pplogger.info("The upper saturation limit(s) is/are: " + str(sconfigs.saturation.bright_limit)) + else: + pplogger.info("Saturation limit is turned OFF.") + + if sconfigs.expert.SNR_limit_on: + pplogger.info("The lower SNR limit is: " + str(sconfigs.expert.SNR_limit)) + else: + pplogger.info("SNR limit is turned OFF.") + + if sconfigs.expert.default_SNR_cut: + pplogger.info("Default SNR cut is ON. All observations with SNR < 2.0 will be removed.") + + if sconfigs.expert.mag_limit_on: + pplogger.info("The magnitude limit is: " + str(sconfigs.expert.mag_limit)) + else: + pplogger.info("Magnitude limit is turned OFF.") + + if sconfigs.fadingfunction.fading_function_on: + pplogger.info("The detection efficiency fading function is ON.") + pplogger.info( + "The width parameter of the fading function has been set to: " + + str(sconfigs.fadingfunction.fading_function_width) + ) + pplogger.info( + "The peak efficiency of the fading function has been set to: " + + str(sconfigs.fadingfunction.fading_function_peak_efficiency) + ) + else: + pplogger.info("The detection efficiency fading function is OFF.") + + if sconfigs.linkingfilter.ssp_linking_on: + pplogger.info("Solar System Processing linking filter is turned ON.") + pplogger.info("For SSP linking...") + pplogger.info( + "...the fractional detection efficiency is: " + str(sconfigs.linkingfilter.ssp_detection_efficiency) + ) + pplogger.info( + "...the minimum required number of observations in a tracklet is: " + + str(sconfigs.linkingfilter.ssp_number_observations) + ) + pplogger.info( + "...the minimum required number of tracklets to form a track is: " + + str(sconfigs.linkingfilter.ssp_number_tracklets) + ) + pplogger.info( + "...the maximum window of time in days of tracklets to be contained in to form a track is: " + + str(sconfigs.linkingfilter.ssp_track_window) + ) + pplogger.info( + "...the minimum angular separation between observations in arcseconds is: " + + str(sconfigs.linkingfilter.ssp_separation_threshold) + ) + pplogger.info( + "...the maximum temporal separation between subsequent observations in a tracklet in days is: " + + str(sconfigs.linkingfilter.ssp_maximum_time) + ) + if not sconfigs.linkingfilter.drop_unlinked: + pplogger.info("Unlinked objects will not be dropped.") + else: + pplogger.info("Solar System Processing linking filter is turned OFF.") + + if sconfigs.inputs.ephemerides_type == "ar": + pplogger.info("ASSIST+REBOUND Simulation is turned ON.") + pplogger.info("For ASSIST+REBOUND...") + pplogger.info("...the field's angular FOV is: " + str(sconfigs.simulation.ar_ang_fov)) + pplogger.info("...the buffer around the FOV is: " + str(sconfigs.simulation.ar_fov_buffer)) + pplogger.info("...the picket interval is: " + str(sconfigs.simulation.ar_picket)) + pplogger.info("...the observatory code is: " + str(sconfigs.simulation.ar_obs_code)) + pplogger.info("...the healpix order is: " + str(sconfigs.simulation.ar_healpix_order)) + else: + pplogger.info("ASSIST+REBOUND Simulation is turned OFF.") + + if sconfigs.lightcurve.lc_model: + pplogger.info("A lightcurve model is being applied.") + pplogger.info("The lightcurve model is: " + sconfigs.lightcurve.lc_model) + else: + pplogger.info("No lightcurve model is being applied.") + + pplogger.info( + "Output files will be saved in path: " + cmd_args.outpath + " with filestem " + cmd_args.outfilestem + ) + pplogger.info("Output files will be saved as format: " + sconfigs.output.output_format) + pplogger.info( + "In the output, positions will be rounded to " + + str(sconfigs.output.position_decimals) + + " decimal places." + ) + pplogger.info( + "In the output, magnitudes will be rounded to " + + str(sconfigs.output.magnitude_decimals) + + " decimal places." + ) + if isinstance(sconfigs.output.output_columns, list): + pplogger.info("The output columns are set to: " + " ".join(sconfigs.output.output_columns)) + else: + pplogger.info("The output columns are set to: " + sconfigs.output.output_columns) From 5445ad65eb034b854ee6db88b571e452ca8343b9 Mon Sep 17 00:00:00 2001 From: Ryan Lyttle Date: Sun, 17 Nov 2024 17:59:43 +0000 Subject: [PATCH 10/28] Added another check for simulationConfigs and a unit test --- src/sorcha/utilities/sorchaConfigs.py | 6 ++++++ tests/sorcha/test_sorchaConfigs.py | 27 ++++++++++++++++++++++++--- 2 files changed, 30 insertions(+), 3 deletions(-) diff --git a/src/sorcha/utilities/sorchaConfigs.py b/src/sorcha/utilities/sorchaConfigs.py index d9d2b8b5..2ebbd289 100644 --- a/src/sorcha/utilities/sorchaConfigs.py +++ b/src/sorcha/utilities/sorchaConfigs.py @@ -86,6 +86,12 @@ def _validate_simulation_configs(self): self.ar_fov_buffer = cast_as_float(self.ar_fov_buffer,"ar_fov_buffer") self.ar_picket = cast_as_int(self.ar_picket, "ar_picket") self.ar_healpix_order = cast_as_int(self.ar_healpix_order,"ar_healpix_order") + elif self._ephemerides_type == "external": + check_key_doesnt_exist(self.ar_ang_fov, "ar_ang_fov","but ephemerides type is external") + check_key_doesnt_exist(self.ar_fov_buffer, "ar_fov_buffer","but ephemerides type is external") + check_key_doesnt_exist(self.ar_picket, "ar_picket","but ephemerides type is external") + check_key_doesnt_exist(self.ar_obs_code, "ar_obs_code","but ephemerides type is external") + check_key_doesnt_exist(self.ar_healpix_order, "ar_healpix_order","but ephemerides type is external") @dataclass diff --git a/tests/sorcha/test_sorchaConfigs.py b/tests/sorcha/test_sorchaConfigs.py index d84e0601..26e13dee 100644 --- a/tests/sorcha/test_sorchaConfigs.py +++ b/tests/sorcha/test_sorchaConfigs.py @@ -14,6 +14,7 @@ "pointing_sql_query": "SELECT observationId, observationStartMJD as observationStartMJD_TAI, visitTime, visitExposureTime, filter, seeingFwhmGeom as seeingFwhmGeom_arcsec, seeingFwhmEff as seeingFwhmEff_arcsec, fiveSigmaDepth as fieldFiveSigmaDepth_mag , fieldRA as fieldRA_deg, fieldDec as fieldDec_deg, rotSkyPos as fieldRotSkyPos_deg FROM observations order by observationId", } correct_simulation= { + "_ephemerides_type": "ar", "ar_ang_fov" : 2.06, "ar_fov_buffer" : 0.2, "ar_picket" : 1, @@ -28,13 +29,14 @@ } correct_filters= { "observing_filters" : ['r','g','i','z','u','y'], - "survey_name" : "rubin_sim" - + "survey_name" : "rubin_sim", + 'mainfilter': '', + 'othercolours': '' } correct_saturation= { "bright_limit_on" : True, - "bright_limit" : [16.0], + "bright_limit" : 16.0, "_observing_filters" : ['r','g','i','z','u','y'] } correct_saturation_read= { @@ -238,6 +240,25 @@ def test_simulationConfigs_mandatory(key_name): error_text.value.code == f"ERROR: No value found for required key {key_name} in config file. Please check the file and try again." ) +@pytest.mark.parametrize( + "key_name", ["ar_ang_fov" , "ar_fov_buffer", "ar_picket", "ar_obs_code", "ar_healpix_order"]) +def test_simulationConfigs_notrequired(key_name): + # this loops through the mandatory keys and makes sure the code fails correctly when each is missing + + simulation_configs = correct_simulation.copy() + + for name in simulation_configs: + if key_name != name and name != "_ephemerides_type": + simulation_configs[name] = 0 + simulation_configs["_ephemerides_type"] = "external" + + with pytest.raises(SystemExit) as error_text: + test_configs = simulationConfigs(**simulation_configs) + + assert ( + error_text.value.code + == f"ERROR: {key_name} supplied in config file but ephemerides type is external" + ) #filters config test From b718edbc451857265035a85bc8d254ad67363c52 Mon Sep 17 00:00:00 2001 From: Ryan Lyttle Date: Thu, 21 Nov 2024 11:38:49 +0000 Subject: [PATCH 11/28] Update test_sorchaConfigs.py --- tests/sorcha/test_sorchaConfigs.py | 32 ++++++++++++++++++++++++------ 1 file changed, 26 insertions(+), 6 deletions(-) diff --git a/tests/sorcha/test_sorchaConfigs.py b/tests/sorcha/test_sorchaConfigs.py index 26e13dee..ddec226a 100644 --- a/tests/sorcha/test_sorchaConfigs.py +++ b/tests/sorcha/test_sorchaConfigs.py @@ -104,6 +104,7 @@ 'randomization_on': True, 'vignetting_on': True } +################################################################################################################################## #SORCHA Configs test @@ -126,6 +127,7 @@ def test_sorchaConfigs(): assert correct_activity == test_configs.activity.__dict__ assert correct_expert == test_configs.expert.__dict__ +################################################################################################################################## #Inputs section test def test_inputConfigs(): @@ -190,6 +192,7 @@ def test_inputConfigs_inlist(key_name, expected_list): == f"ERROR: value definitely_fake_bad_key for config parameter {key_name} not recognised. Expecting one of: {expected_list}." ) +################################################################################################################################## #simulation configs test @pytest.mark.parametrize( @@ -260,6 +263,7 @@ def test_simulationConfigs_notrequired(key_name): == f"ERROR: {key_name} supplied in config file but ephemerides type is external" ) +################################################################################################################################## #filters config test def test_filtersConfigs_check_filters(): @@ -290,6 +294,7 @@ def test_filtersConfigs_mandatory(key_name): == f"ERROR: No value found for required key {key_name} in config file. Please check the file and try again." ) +################################################################################################################################## #saturation configs test def test_saturationConfigs(): @@ -340,6 +345,7 @@ def test_saturationConfigs_mandatory(key_name): == f"ERROR: No value found for required key {key_name} in config file. Please check the file and try again." ) +################################################################################################################################## #phasecurve configs tests @pytest.mark.parametrize( @@ -381,6 +387,7 @@ def test_phasecurveConfigs_inlist(key_name, expected_list): == f"ERROR: value definitely_fake_bad_key for config parameter {key_name} not recognised. Expecting one of: {expected_list}." ) +################################################################################################################################## #fov configs test def test_fovConfigs_inlist(): @@ -411,7 +418,7 @@ def test_fovConfigs_surveyname(): @pytest.mark.parametrize( "key_name", ["fill_factor","circle_radius", "footprint_edge_threshold"]) -def test_fovConfigs_camera_footprint(key_name): +def test_fovConfigs_camera_footprint_mandatory_and_notrequired(key_name): fov_configs=correct_fov_read.copy() #check keys exist @@ -454,7 +461,17 @@ def test_fovConfigs_bounds(key_name): with pytest.raises(SystemExit) as error_text: test_configs = fovConfigs(**fov_configs) assert (error_text.value.code == "ERROR: circle_radius is negative.") - + +def test_fovConfigs_camera_circle_notrequired(): + fov_configs=correct_fov_read.copy() + fov_configs["camera_model"] = "circle" + fov_configs["fill_factor"] = 0.5 + with pytest.raises(SystemExit) as error_text: + test_configs = fovConfigs(**fov_configs) + assert (error_text.value.code == f'ERROR: footprint_edge_threshold supplied in config file but camera model is not "footprint".') + + +################################################################################################################################## #fadingfunction config tests @pytest.mark.parametrize( @@ -539,6 +556,7 @@ def test_fadingfunction_outofbounds(key_name): error_text.value.code == "ERROR: fading_function_peak_efficiency out of bounds. Must be between 0 and 1.") +################################################################################################################################## #linkingfilter tests @@ -639,6 +657,7 @@ def test_linkingfilter_bool(): assert error_text.value.code == f"ERROR: expected a bool for config parameter drop_unlinked. Check value in config file." +################################################################################################################################## #output config tests @pytest.mark.parametrize( @@ -667,8 +686,8 @@ def test_outputConfigs_mandatory(key_name): ], ) def test_outputConfigs_inlist(key_name, expected_list): - # this loops through the inputs keys that need to have one of several set values and makes sure the correct error message triggers when they're not - + + output_configs = correct_output.copy() output_configs[key_name] = "definitely_fake_bad_key" @@ -719,6 +738,7 @@ def test_outputConfigs_decimel_check(key_name): error_text.value.code == "ERROR: decimal places config variables cannot be negative.") +################################################################################################################################## #lightcurve config test def test_lightcurve_config(): @@ -732,7 +752,7 @@ def test_lightcurve_config(): test_configs = lightcurveConfigs(**lightcurve_configs) assert error_text.value.code == f"The requested light curve model, 'what_model', is not registered. Available lightcurve options are: {list(LC_METHODS.keys())}" - +################################################################################################################################## #activity config test def test_activity_config(): @@ -746,7 +766,7 @@ def test_activity_config(): test_configs = activityConfigs(**activity_configs) assert error_text.value.code == f"The requested comet activity model, 'nothing', is not registered. Available comet activity models are: {list(CA_METHODS.keys())}" - +################################################################################################################################## #expert config test @pytest.mark.parametrize( From 9472fe034513b0b075d64973ce122f8e2273d9b4 Mon Sep 17 00:00:00 2001 From: Ryan Lyttle Date: Thu, 21 Nov 2024 18:04:02 +0000 Subject: [PATCH 12/28] documented unit tests and generalised function in sorchaConfigs added short descriptions to each unit test in test sorchaConfigs. Also changed function _read_configs_from_object in sorchaConfigs to loop through all the config sections when populating dataclasses. --- src/sorcha/ephemeris/simulation_driver.py | 6 +- src/sorcha/sorcha.py | 30 ++-- src/sorcha/utilities/sorchaConfigs.py | 106 +++++++------- src/sorcha_cmdline/run.py | 2 +- tests/sorcha/test_sorchaConfigs.py | 161 +++++++++++++++++++--- 5 files changed, 213 insertions(+), 92 deletions(-) diff --git a/src/sorcha/ephemeris/simulation_driver.py b/src/sorcha/ephemeris/simulation_driver.py index 4933c811..8f671a4d 100644 --- a/src/sorcha/ephemeris/simulation_driver.py +++ b/src/sorcha/ephemeris/simulation_driver.py @@ -353,12 +353,12 @@ def write_out_ephemeris_file(ephemeris_df, ephemeris_csv_filename, args, sconfig verboselog = args.pplogger.info if args.verbose else lambda *a, **k: None - if sconfigs.inputs.eph_format == "csv": + if sconfigs.input.eph_format == "csv": verboselog("Outputting ephemeris to CSV file...") PPOutWriteCSV(ephemeris_df, ephemeris_csv_filename + ".csv") - elif sconfigs.inputs.eph_format == "whitespace": + elif sconfigs.input.eph_format == "whitespace": verboselog("Outputting ephemeris to whitespaced CSV file...") PPOutWriteCSV(ephemeris_df, ephemeris_csv_filename + ".csv", separator=" ") - elif sconfigs.inputs.eph_format == "hdf5" or sconfigs.output.output_format == "h5": + elif sconfigs.input.eph_format == "hdf5" or sconfigs.output.output_format == "h5": verboselog("Outputting ephemeris to HDF5 binary file...") PPOutWriteHDF5(ephemeris_df, ephemeris_csv_filename + ".h5", "sorcha_ephemeris") diff --git a/src/sorcha/sorcha.py b/src/sorcha/sorcha.py index c7d68979..15dde4db 100755 --- a/src/sorcha/sorcha.py +++ b/src/sorcha/sorcha.py @@ -117,7 +117,7 @@ def runLSSTSimulation(args, sconfigs): verboselog = pplogger.info if args.verbose else lambda *a, **k: None sconfigs.filters.mainfilter, sconfigs.filters.othercolours = PPGetMainFilterAndColourOffsets( - args.paramsinput, sconfigs.filters.observing_filters, sconfigs.inputs.aux_format + args.paramsinput, sconfigs.filters.observing_filters, sconfigs.input.aux_format ) PrintConfigsToLog(sconfigs, args) @@ -127,18 +127,18 @@ def runLSSTSimulation(args, sconfigs): verboselog("Reading pointing database...") filterpointing = PPReadPointingDatabase( - args.pointing_database, sconfigs.filters.observing_filters, sconfigs.inputs.pointing_sql_query, args.surveyname + args.pointing_database, sconfigs.filters.observing_filters, sconfigs.input.pointing_sql_query, args.surveyname ) # if we are going to compute the ephemerides, then we should pre-compute all # of the needed values derived from the pointing information. - if sconfigs.inputs.ephemerides_type.casefold() != "external": + if sconfigs.input.ephemerides_type.casefold() != "external": verboselog("Pre-computing pointing information for ephemeris generation") filterpointing = precompute_pointing_information(filterpointing, args, sconfigs) # Set up the data readers. - ephem_type = sconfigs.inputs.ephemerides_type + ephem_type = sconfigs.input.ephemerides_type ephem_primary = False reader = CombinedDataReader(ephem_primary=ephem_primary, verbose=True) @@ -150,12 +150,12 @@ def runLSSTSimulation(args, sconfigs): pplogger.error(f"PPReadAllInput: Unsupported value for ephemerides_type {ephem_type}") sys.exit(f"PPReadAllInput: Unsupported value for ephemerides_type {ephem_type}") if ephem_type.casefold() == "external": - reader.add_ephem_reader(EphemerisDataReader(args.input_ephemeris_file, sconfigs.inputs.eph_format)) + reader.add_ephem_reader(EphemerisDataReader(args.input_ephemeris_file, sconfigs.input.eph_format)) - reader.add_aux_data_reader(OrbitAuxReader(args.orbinfile, sconfigs.inputs.aux_format)) - reader.add_aux_data_reader(CSVDataReader(args.paramsinput, sconfigs.inputs.aux_format)) + reader.add_aux_data_reader(OrbitAuxReader(args.orbinfile, sconfigs.input.aux_format)) + reader.add_aux_data_reader(CSVDataReader(args.paramsinput, sconfigs.input.aux_format)) if sconfigs.activity.comet_activity is not None or sconfigs.lightcurve.lc_model is not None: - reader.add_aux_data_reader(CSVDataReader(args.complex_parameters, sconfigs.inputs.aux_format)) + reader.add_aux_data_reader(CSVDataReader(args.complex_parameters, sconfigs.input.aux_format)) # Check to make sure the ObjIDs in all of the aux_data_readers are a match. reader.check_aux_object_ids() @@ -179,17 +179,17 @@ def runLSSTSimulation(args, sconfigs): while endChunk < lenf: verboselog("Starting main Sorcha processing loop round {}".format(loopCounter)) - endChunk = startChunk + sconfigs.inputs.size_serial_chunk + endChunk = startChunk + sconfigs.input.size_serial_chunk verboselog("Working on objects {}-{}".format(startChunk, endChunk)) # Processing begins, all processing is done for chunks - if sconfigs.inputs.ephemerides_type.casefold() == "external": + if sconfigs.input.ephemerides_type.casefold() == "external": verboselog("Reading in chunk of orbits and associated ephemeris from an external file") - observations = reader.read_block(block_size=sconfigs.inputs.size_serial_chunk) + observations = reader.read_block(block_size=sconfigs.input.size_serial_chunk) observations.to_csv("post_readin_ephem_nonprimary.csv") else: verboselog("Ingest chunk of orbits") - orbits_df = reader.read_aux_block(block_size=sconfigs.inputs.size_serial_chunk) + orbits_df = reader.read_aux_block(block_size=sconfigs.input.size_serial_chunk) verboselog("Starting ephemeris generation") observations = create_ephemeris(orbits_df, filterpointing, args, sconfigs) verboselog("Ephemeris generation completed") @@ -203,7 +203,7 @@ def runLSSTSimulation(args, sconfigs): pplogger.info( "WARNING: no ephemeris observations found for these objects. Skipping to next chunk..." ) - startChunk = startChunk + sconfigs.inputs.size_serial_chunk + startChunk = startChunk + sconfigs.input.size_serial_chunk loopCounter = loopCounter + 1 continue @@ -212,7 +212,7 @@ def runLSSTSimulation(args, sconfigs): verboselog("Calculating apparent magnitudes...") observations = PPCalculateApparentMagnitude( observations, - sconfigs.phasecurve.phase_function, + sconfigs.phasecurves.phase_function, sconfigs.filters.mainfilter, sconfigs.filters.othercolours, sconfigs.filters.observing_filters, @@ -340,7 +340,7 @@ def runLSSTSimulation(args, sconfigs): else: verboselog("No observations left in chunk. No output will be written for this chunk.") - startChunk = startChunk + sconfigs.inputs.size_serial_chunk + startChunk = startChunk + sconfigs.input.size_serial_chunk loopCounter = loopCounter + 1 # end for diff --git a/src/sorcha/utilities/sorchaConfigs.py b/src/sorcha/utilities/sorchaConfigs.py index 2ebbd289..2363ecbf 100644 --- a/src/sorcha/utilities/sorchaConfigs.py +++ b/src/sorcha/utilities/sorchaConfigs.py @@ -563,7 +563,7 @@ def _validate_expert_configs(self): class sorchaConfigs: """Dataclass which stores configuration file keywords in dataclasses.""" - inputs: inputConfigs = None + input: inputConfigs = None """inputConfigs dataclass which stores the keywords from the INPUT section of the config file.""" simulation: simulationConfigs = None @@ -575,7 +575,7 @@ class sorchaConfigs: saturation: saturationConfigs = None """saturationConfigs dataclass which stores the keywords from the SATURATION section of the config file.""" - phasecurve: phasecurvesConfigs = None + phasecurves: phasecurvesConfigs = None """phasecurveConfigs dataclass which stores the keywords from the PHASECURVES section of the config file.""" fov: fovConfigs = None @@ -625,44 +625,42 @@ def __init__(self, config_file_location=None, survey_name=None): def _read_configs_from_object(self, config_object): """function that populates the class attributes""" - inputs_dict = dict(config_object["INPUT"]) - self.inputs = inputConfigs(**inputs_dict) - - simulation_dict = {**config_object["SIMULATION"], "_ephemerides_type": self.inputs.ephemerides_type} - self.simulation = simulationConfigs(**simulation_dict) - - filter_dict = {**config_object["FILTERS"], "survey_name": self.survey_name} - self.filters = filtersConfigs(**filter_dict) - - saturation_dict= {**config_object["SATURATION"], "_observing_filters":self.filters.observing_filters} - self.saturation = saturationConfigs(**saturation_dict) - - phasecurve_dict = dict(config_object["PHASECURVES"]) - self.phasecurve = phasecurvesConfigs(**phasecurve_dict) - - fov_dict = {**config_object["FOV"], "survey_name": self.survey_name} - self.fov = fovConfigs(**fov_dict) - - fadingfunction_dict = dict(config_object["FADINGFUNCTION"]) - self.fadingfunction = fadingfunctionConfigs(**fadingfunction_dict) - - linkingfilter_dict = dict(config_object["LINKINGFILTER"]) - self.linkingfilter = linkingfilterConfigs(**linkingfilter_dict) - - output_dict = dict(config_object["OUTPUT"]) - self.output = outputConfigs(**output_dict) - - lightcurve_dict = dict(config_object["LIGHTCURVE"]) - self.lightcurve = lightcurveConfigs(**lightcurve_dict) + #list of sections and corresponding config file + section_list = { + "INPUT" : inputConfigs, + "SIMULATION" : simulationConfigs, + "FILTERS" : filtersConfigs, + "SATURATION" : saturationConfigs, + "PHASECURVES" : phasecurvesConfigs, + "FOV" : fovConfigs, + "FADINGFUNCTION" : fadingfunctionConfigs, + "LINKINGFILTER" : linkingfilterConfigs, + "OUTPUT" : outputConfigs, + "LIGHTCURVE" : lightcurveConfigs, + "ACTIVITY" : activityConfigs, + "EXPERT" : expertConfigs + } + #general function that reads in config file sections into there config dataclasses + for section , config_section in section_list.items(): + if config_object.has_section(section): + extra_args = {} + if section == "SIMULATION": + extra_args["_ephemerides_type"] = self.input.ephemerides_type + elif section == "FILTERS": + extra_args["survey_name"] = self.survey_name + elif section == "SATURATION": + extra_args["_observing_filters"] = self.filters.observing_filters + elif section == "FOV": + extra_args["survey_name"] = self.survey_name + section_dict = dict(config_object[section]) + config_instance = config_section(**section_dict, **extra_args) + + else: + config_instance = config_section() #if section not in config file take default values + section_key = section.lower() + setattr(self, section_key, config_instance) - activity_dict = dict(config_object["ACTIVITY"]) - self.activity = activityConfigs(**activity_dict) - if config_object.has_section("EXPERT"): - expert_dict = dict(config_object["EXPERT"]) - self.expert = expertConfigs(**expert_dict) - else: - self.expert = expertConfigs() ## below are the utility functions used to help validate the keywords, add more as needed @@ -673,7 +671,8 @@ def check_key_exists(value, key_name): Parameters ----------- - value : value of the config file value + value : object attribute + value of the config file attribute key_name : string The key being checked. @@ -699,7 +698,8 @@ def check_key_doesnt_exist(value, key_name,reason): Parameters ----------- - value : value of the config file value + value : object attribute + value of the config file attribute key_name : string The key being checked. @@ -729,7 +729,8 @@ def cast_as_int(value, key): Parameters ----------- - value : value of the config file value + value : object attribute + value of the config file attribute key : string The key being checked. @@ -755,7 +756,8 @@ def cast_as_float(value, key): Parameters ----------- - value : value of the config file value + value : object attribute + value of the config file attribute key : string The key being checked. @@ -780,7 +782,8 @@ def cast_as_bool(value, key): Parameters ----------- - value : value of the config file value + value : object attribute + value of the config file attribute key : string The key being checked. @@ -807,10 +810,11 @@ def check_value_in_list(value, valuelist, key): Parameters ----------- - value : value of the config file value + value : object attribute + value of the config file value valuelist: list - list of permissible values for value + list of permissible values for attribute key : string The key being checked. @@ -890,14 +894,14 @@ def PrintConfigsToLog(sconfigs, cmd_args): elif sconfigs.activity.comet_activity == "none": pplogger.info("No cometary activity selected.") - pplogger.info("Format of ephemerides file is: " + sconfigs.inputs.eph_format) - pplogger.info("Format of auxiliary files is: " + sconfigs.inputs.aux_format) + pplogger.info("Format of ephemerides file is: " + sconfigs.input.eph_format) + pplogger.info("Format of auxiliary files is: " + sconfigs.input.aux_format) pplogger.info("Pointing database path is: " + cmd_args.pointing_database) - pplogger.info("Pointing database required query is: " + sconfigs.inputs.pointing_sql_query) + pplogger.info("Pointing database required query is: " + sconfigs.input.pointing_sql_query) pplogger.info( - "The number of objects processed in a single chunk is: " + str(sconfigs.inputs.size_serial_chunk) + "The number of objects processed in a single chunk is: " + str(sconfigs.input.size_serial_chunk) ) pplogger.info("The main filter in which H is defined is " + sconfigs.filters.mainfilter) rescs = " ".join(str(f) for f in sconfigs.filters.observing_filters) @@ -909,7 +913,7 @@ def PrintConfigsToLog(sconfigs, cmd_args): pplogger.info( "The apparent brightness is calculated using the following phase function model: " - + sconfigs.phasecurve.phase_function + + sconfigs.phasecurves.phase_function ) if sconfigs.expert.trailing_losses_on: @@ -1008,7 +1012,7 @@ def PrintConfigsToLog(sconfigs, cmd_args): else: pplogger.info("Solar System Processing linking filter is turned OFF.") - if sconfigs.inputs.ephemerides_type == "ar": + if sconfigs.input.ephemerides_type == "ar": pplogger.info("ASSIST+REBOUND Simulation is turned ON.") pplogger.info("For ASSIST+REBOUND...") pplogger.info("...the field's angular FOV is: " + str(sconfigs.simulation.ar_ang_fov)) diff --git a/src/sorcha_cmdline/run.py b/src/sorcha_cmdline/run.py index 78a35111..ca4db74c 100644 --- a/src/sorcha_cmdline/run.py +++ b/src/sorcha_cmdline/run.py @@ -155,7 +155,7 @@ def execute(args): sconfigs = sorchaConfigs(cmd_args["configfile"], cmd_args["surveyname"]) pplogger.info("Configuration file read.") - if sconfigs.inputs.ephemerides_type == "external" and cmd_args["input_ephemeris_file"] is None: + if sconfigs.input.ephemerides_type == "external" and cmd_args["input_ephemeris_file"] is None: pplogger.error("ERROR: A+R simulation not enabled and no ephemerides file provided") sys.exit("ERROR: A+R simulation not enabled and no ephemerides file provided") diff --git a/tests/sorcha/test_sorchaConfigs.py b/tests/sorcha/test_sorchaConfigs.py index ddec226a..716d7af4 100644 --- a/tests/sorcha/test_sorchaConfigs.py +++ b/tests/sorcha/test_sorchaConfigs.py @@ -109,16 +109,19 @@ #SORCHA Configs test def test_sorchaConfigs(): + """ + tests that sorchaConfigs reads in config file correctly + """ # general test to make sure, overall, everything works. checks just one file: sorcha_config_demo.ini config_file_location = get_demo_filepath("sorcha_config_demo.ini") test_configs = sorchaConfigs(config_file_location,'rubin_sim') # check each section to make sure you get what you expect - assert correct_inputs == test_configs.inputs.__dict__ + assert correct_inputs == test_configs.input.__dict__ assert correct_simulation == test_configs.simulation.__dict__ assert correct_filters == test_configs.filters.__dict__ assert correct_saturation == test_configs.saturation.__dict__ - assert correct_phasecurve == test_configs.phasecurve.__dict__ + assert correct_phasecurve == test_configs.phasecurves.__dict__ assert correct_fov == test_configs.fov.__dict__ assert correct_fadingfunction == test_configs.fadingfunction.__dict__ assert correct_linkingfilter == test_configs.linkingfilter.__dict__ @@ -128,9 +131,13 @@ def test_sorchaConfigs(): assert correct_expert == test_configs.expert.__dict__ ################################################################################################################################## + #Inputs section test -def test_inputConfigs(): +def test_inputConfigs_int(): + """ + tests that wrong inputs for inputConfigs int attributes is caught correctly + """ input_configs = correct_inputs.copy() # make sure everything populated correctly @@ -154,7 +161,9 @@ def test_inputConfigs(): "key_name", ["ephemerides_type", "eph_format", "size_serial_chunk", "aux_format", "pointing_sql_query"] ) def test_inputConfigs_mandatory(key_name): - # this loops through the mandatory keys and makes sure the code fails correctly when each is missing + """ + this loops through the mandatory keys and makes sure the code fails correctly when each is missing + """ input_configs = correct_inputs.copy() @@ -178,7 +187,9 @@ def test_inputConfigs_mandatory(key_name): ], ) def test_inputConfigs_inlist(key_name, expected_list): - # this loops through the inputs keys that need to have one of several set values and makes sure the correct error message triggers when they're not + """ + this loops through the keys that need to have one of several set values and makes sure the correct error message triggers when they're not + """ input_configs = correct_inputs.copy() @@ -193,12 +204,16 @@ def test_inputConfigs_inlist(key_name, expected_list): ) ################################################################################################################################## + #simulation configs test @pytest.mark.parametrize( "key_name", ["ar_ang_fov" , "ar_fov_buffer"]) def test_simulationConfigs_float(key_name): + """ + Tests that wrong inputs for simulationConfigs float attributes is caught correctly + """ simulation_configs=correct_simulation.copy() test_configs= simulationConfigs(**simulation_configs) @@ -215,6 +230,9 @@ def test_simulationConfigs_float(key_name): "key_name", ["ar_picket", "ar_healpix_order"]) def test_simulationConfigs_int(key_name): + """ + Tests that wrong inputs for simulationConfigs int attributes is caught correctly + """ simulation_configs=correct_simulation.copy() test_configs= simulationConfigs(**simulation_configs) @@ -230,7 +248,9 @@ def test_simulationConfigs_int(key_name): @pytest.mark.parametrize( "key_name", ["ar_ang_fov" , "ar_fov_buffer", "ar_picket", "ar_obs_code", "ar_healpix_order"]) def test_simulationConfigs_mandatory(key_name): - # this loops through the mandatory keys and makes sure the code fails correctly when each is missing + """ + This loops through the mandatory keys and makes sure the code fails correctly when each is missing + """ simulation_configs = correct_simulation.copy() @@ -246,7 +266,9 @@ def test_simulationConfigs_mandatory(key_name): @pytest.mark.parametrize( "key_name", ["ar_ang_fov" , "ar_fov_buffer", "ar_picket", "ar_obs_code", "ar_healpix_order"]) def test_simulationConfigs_notrequired(key_name): - # this loops through the mandatory keys and makes sure the code fails correctly when each is missing + """ + This loops through the not required keys and makes sure the code fails correctly when they're truthy + """ simulation_configs = correct_simulation.copy() @@ -264,9 +286,13 @@ def test_simulationConfigs_notrequired(key_name): ) ################################################################################################################################## + #filters config test def test_filtersConfigs_check_filters(): + """ + Makes sure that when filters are not recognised for survey that error message shows + """ filters_configs=correct_filters_read.copy() @@ -281,7 +307,9 @@ def test_filtersConfigs_check_filters(): @pytest.mark.parametrize( "key_name", ["observing_filters","survey_name"] ) def test_filtersConfigs_mandatory(key_name): - # this loops through the mandatory keys and makes sure the code fails correctly when each is missing + """ + this loops through the mandatory keys and makes sure the code fails correctly when each is missing + """ filter_configs = correct_filters_read.copy() del filter_configs[key_name] @@ -298,6 +326,10 @@ def test_filtersConfigs_mandatory(key_name): #saturation configs test def test_saturationConfigs(): + """ + Tests that error occurs when list of saturation limits is not the same length as list of observing filters. + Also tests that error occurs when brightness limits can't be parsed. + """ saturation_configs = correct_saturation_read.copy() @@ -317,11 +349,11 @@ def test_saturationConfigs(): ) saturation_configs["bright_limit"]="10;2" - # we're telling pytest that we expect this command to fail with a SystemExit + with pytest.raises(SystemExit) as error_text: test_configs = saturationConfigs(**saturation_configs) - # and this checks that the error message is what we expect. + assert ( error_text.value.code == "ERROR: could not parse brightness limits. Check formatting and try again." @@ -331,7 +363,9 @@ def test_saturationConfigs(): @pytest.mark.parametrize( "key_name", ["_observing_filters"]) def test_saturationConfigs_mandatory(key_name): - # this loops through the mandatory keys and makes sure the code fails correctly when each is missing + """ + this loops through the mandatory keys and makes sure the code fails correctly when each is missing + """ saturation_configs = correct_saturation_read.copy() @@ -346,12 +380,15 @@ def test_saturationConfigs_mandatory(key_name): ) ################################################################################################################################## + #phasecurve configs tests @pytest.mark.parametrize( "key_name", ["phase_function"] ) def test_phasecurveConfigs_mandatory(key_name): - # this loops through the mandatory keys and makes sure the code fails correctly when each is missing + """ + this loops through the mandatory keys and makes sure the code fails correctly when each is missing + """ phasecurves_configs = correct_phasecurve.copy() @@ -372,7 +409,9 @@ def test_phasecurveConfigs_mandatory(key_name): ], ) def test_phasecurveConfigs_inlist(key_name, expected_list): - # this loops through the inputs keys that need to have one of several set values and makes sure the correct error message triggers when they're not + """ + this loops through the keys that need to have one of several set values and makes sure the correct error message triggers when they're not + """ phasecurve_configs = correct_phasecurve.copy() @@ -388,9 +427,13 @@ def test_phasecurveConfigs_inlist(key_name, expected_list): ) ################################################################################################################################## + #fov configs test def test_fovConfigs_inlist(): + """ + this loops through the keys that need to have one of several set values and makes sure the correct error message triggers when they're not + """ fov_configs=correct_fov_read.copy() @@ -403,6 +446,9 @@ def test_fovConfigs_inlist(): assert (error_text.value.code == "ERROR: value fake_model for config parameter camera_model not recognised. Expecting one of: ['circle', 'footprint'].") def test_fovConfigs_surveyname(): + """ + Tests that error occurs when survey is not one provided with a default detector. + """ fov_configs=correct_fov_read.copy() @@ -419,7 +465,10 @@ def test_fovConfigs_surveyname(): "key_name", ["fill_factor","circle_radius", "footprint_edge_threshold"]) def test_fovConfigs_camera_footprint_mandatory_and_notrequired(key_name): - + """ + this loops through the mandatory keys and keys that shouldn't exist and makes sure the code fails correctly when each is missing + """ + fov_configs=correct_fov_read.copy() #check keys exist if key_name == "footprint_edge_threshold": @@ -437,6 +486,10 @@ def test_fovConfigs_camera_footprint_mandatory_and_notrequired(key_name): assert (error_text.value.code == f"ERROR: {key_name} supplied in config file {reason}") def test_fovConfigs_circle_mandatory(): + """ + Makes sure the code fails when either "fill_factor" or "circle_radius" is missing + """ + fov_configs=correct_fov_read.copy() fov_configs["camera_model"] = "circle" @@ -448,7 +501,10 @@ def test_fovConfigs_circle_mandatory(): @pytest.mark.parametrize( "key_name", ["fill_factor","circle_radius"]) def test_fovConfigs_bounds(key_name): - + """ + Tests that values in fovConfigs are creating error messages when out of bounds + """ + fov_configs=correct_fov_read.copy() fov_configs["camera_model"] = "circle" fov_configs[key_name] = -0.1 @@ -463,6 +519,10 @@ def test_fovConfigs_bounds(key_name): assert (error_text.value.code == "ERROR: circle_radius is negative.") def test_fovConfigs_camera_circle_notrequired(): + """ + This loops through the not required keys and makes sure the code fails correctly when they're truthy + """ + fov_configs=correct_fov_read.copy() fov_configs["camera_model"] = "circle" fov_configs["fill_factor"] = 0.5 @@ -472,6 +532,7 @@ def test_fovConfigs_camera_circle_notrequired(): ################################################################################################################################## + #fadingfunction config tests @pytest.mark.parametrize( @@ -479,6 +540,9 @@ def test_fovConfigs_camera_circle_notrequired(): def test_fadingfunctionConfig_on_float(key_name): + """ + Tests that wrong inputs for fadingfunctionConfig float attributes is caught correctly + """ fadingfunction_configs=correct_fadingfunction.copy() test_configs= fadingfunctionConfigs(**fadingfunction_configs) @@ -493,6 +557,9 @@ def test_fadingfunctionConfig_on_float(key_name): def test_fadingfunctionConfig_bool(): + """ + Tests that wrong inputs for fadingfunctionConfig bool attributes is caught correctly + """ fadingfunction_configs=correct_fadingfunction.copy() test_configs= fadingfunctionConfigs(**fadingfunction_configs) @@ -507,7 +574,9 @@ def test_fadingfunctionConfig_bool(): @pytest.mark.parametrize( "key_name", ["fading_function_on","fading_function_width","fading_function_peak_efficiency"] ) def test_fadingfunction_mandatory(key_name): - # this loops through the mandatory keys and makes sure the code fails correctly when each is missing + """ + this loops through the mandatory keys and keys that shouldn't exist and makes sure the code fails correctly when each is missing + """ fadingfunction_configs = correct_fadingfunction.copy() @@ -524,6 +593,10 @@ def test_fadingfunction_mandatory(key_name): @pytest.mark.parametrize( "key_name", ["fading_function_width","fading_function_peak_efficiency"] ) def test_fadingfunction_notrequired(key_name): + """ + This loops through the not required keys and makes sure the code fails correctly when they're truthy + """ + # tests that "fading_function_width" and "fading_function_peak_efficiency" are not called when "fading_function_on" is false fadingfunction_configs = correct_fadingfunction.copy() fadingfunction_configs["fading_function_on"]= "False" @@ -540,6 +613,10 @@ def test_fadingfunction_notrequired(key_name): @pytest.mark.parametrize( "key_name", ["fading_function_width","fading_function_peak_efficiency"] ) def test_fadingfunction_outofbounds(key_name): + """ + Tests that values in fadingfunctionConfigs are creating error messages when out of bounds + """ + fadingfunction_configs = correct_fadingfunction.copy() fadingfunction_configs[key_name]=10 if key_name =="fading_function_width": @@ -557,13 +634,17 @@ def test_fadingfunction_outofbounds(key_name): == "ERROR: fading_function_peak_efficiency out of bounds. Must be between 0 and 1.") ################################################################################################################################## + #linkingfilter tests @pytest.mark.parametrize( "key_name", ["ssp_detection_efficiency" , "ssp_separation_threshold","ssp_maximum_time","ssp_night_start_utc" ]) -def test_linking_filter_float(key_name): +def test_linkingfilterConfigs_float(key_name): + """ + Tests that wrong inputs for linkingfilterConfigs float attributes is caught correctly + """ linkingfilter_configs=correct_linkingfilter.copy() test_configs= linkingfilterConfigs(**linkingfilter_configs) @@ -580,6 +661,9 @@ def test_linking_filter_float(key_name): "key_name", ["ssp_number_observations" , "ssp_number_tracklets","ssp_track_window"]) def test_linking_filter_int(key_name): + """ + Tests that wrong inputs for linkingfilterConfigs int attributes is caught correctly + """ linkingfilter_configs=correct_linkingfilter.copy() test_configs= linkingfilterConfigs(**linkingfilter_configs) @@ -598,6 +682,9 @@ def test_linking_filter_int(key_name): def test_linkingfilter_bounds(key_name): + """ + Tests that values in linkingfilterConfigs are creating error messages when out of bounds + """ linkingfilter_configs=correct_linkingfilter.copy() @@ -634,7 +721,9 @@ def test_linkingfilter_bounds(key_name): def test_linkingfilter_only_some_sspvar(): - + """ + Males sure error message shows when only some SSP variables are provided + """ linkingfilter_configs=correct_linkingfilter.copy() @@ -646,6 +735,9 @@ def test_linkingfilter_only_some_sspvar(): assert error_text.value.code == "ERROR: only some ssp linking variables supplied. Supply all five required variables for ssp linking filter, or none to turn filter off." def test_linkingfilter_bool(): + """ + Tests that wrong inputs for linkingfilterConfigs bool attributes is caught correctly + """ linkingfilter_configs=correct_linkingfilter.copy() @@ -658,13 +750,16 @@ def test_linkingfilter_bool(): assert error_text.value.code == f"ERROR: expected a bool for config parameter drop_unlinked. Check value in config file." ################################################################################################################################## + #output config tests @pytest.mark.parametrize( "key_name", ["output_format", "output_columns"] ) def test_outputConfigs_mandatory(key_name): - # this loops through the mandatory keys and makes sure the code fails correctly when each is missing + """ + this loops through the mandatory keys and keys that shouldn't exist and makes sure the code fails correctly when each is missing + """ output_configs = correct_output.copy() @@ -686,7 +781,9 @@ def test_outputConfigs_mandatory(key_name): ], ) def test_outputConfigs_inlist(key_name, expected_list): - + """ + this loops through the keys that need to have one of several set values and makes sure the correct error message triggers when they're not + """ output_configs = correct_output.copy() @@ -704,7 +801,9 @@ def test_outputConfigs_inlist(key_name, expected_list): "key_name", ["position_decimals", "magnitude_decimals"] ) def test_outputConfigs_decimel_check(key_name): - + """ + Checks that if deciamels are not float or are negative it is caught correctly + """ correct_output = { "output_format" : "csv", "output_columns" : "basic", @@ -739,9 +838,13 @@ def test_outputConfigs_decimel_check(key_name): == "ERROR: decimal places config variables cannot be negative.") ################################################################################################################################## + #lightcurve config test def test_lightcurve_config(): + """ + makes sure that if lightcurve model provided is not registered an error occurs + """ lightcurve_configs=correct_lc_model.copy() @@ -753,9 +856,13 @@ def test_lightcurve_config(): assert error_text.value.code == f"The requested light curve model, 'what_model', is not registered. Available lightcurve options are: {list(LC_METHODS.keys())}" ################################################################################################################################## + #activity config test def test_activity_config(): + """ + makes sure that if comet activity model provided is not registered an error occurs + """ activity_configs=correct_activity.copy() @@ -767,12 +874,16 @@ def test_activity_config(): assert error_text.value.code == f"The requested comet activity model, 'nothing', is not registered. Available comet activity models are: {list(CA_METHODS.keys())}" ################################################################################################################################## + #expert config test @pytest.mark.parametrize( "key_name, error_name", [("SNR_limit", "SNR"), ("mag_limit","magnitude")] ) def test_expert_config_bounds(key_name,error_name): + """ + Tests that values in expertConfigs are creating error messages when out of bounds + """ expect_configs = correct_expert.copy() expect_configs[key_name] = -5 @@ -782,6 +893,9 @@ def test_expert_config_bounds(key_name,error_name): assert error_text.value.code == f"ERROR: {error_name} limit is negative." def test_expert_config_exclusive(): + """ + Makes sure that when both SNR limit and magnitude limit are specified that an error occurs + """ expect_configs = correct_expert.copy() expect_configs["mag_limit"] = 5 @@ -794,7 +908,10 @@ def test_expert_config_exclusive(): @pytest.mark.parametrize( "key_name", ["trailing_losses_on", "default_SNR_cut","randomization_on","vignetting_on"] ) -def test_expert_config_bool(key_name): +def test_expertConfig_bool(key_name): + """ + Tests that wrong inputs for expertConfigs bool attributes is caught correctly + """ expect_configs = correct_expert.copy() expect_configs[key_name] = "fake" From ae1a8b13e17e7ef6d48a628101ea043d1f2f43f5 Mon Sep 17 00:00:00 2001 From: Ryan Lyttle Date: Thu, 21 Nov 2024 18:23:46 +0000 Subject: [PATCH 13/28] Used black on files changed --- src/sorcha/ephemeris/simulation_driver.py | 4 +- src/sorcha/ephemeris/simulation_setup.py | 2 +- src/sorcha/modules/PPStats.py | 2 +- src/sorcha/sorcha.py | 11 +- src/sorcha/utilities/sorchaConfigs.py | 325 ++++++++++++---------- 5 files changed, 190 insertions(+), 154 deletions(-) diff --git a/src/sorcha/ephemeris/simulation_driver.py b/src/sorcha/ephemeris/simulation_driver.py index 8f671a4d..7521c9c9 100644 --- a/src/sorcha/ephemeris/simulation_driver.py +++ b/src/sorcha/ephemeris/simulation_driver.py @@ -59,7 +59,7 @@ def create_ephemeris(orbits_df, pointings_df, args, sconfigs): The dataframe containing the collection of telescope/camera pointings. args : Various arguments necessary for the calculation - sconfigs: + sconfigs: Dataclass of configuration file arguments. Various configuration parameters necessary for the calculation ang_fov : float @@ -108,7 +108,7 @@ def create_ephemeris(orbits_df, pointings_df, args, sconfigs): buffer = sconfigs.simulation.ar_fov_buffer picket_interval = sconfigs.simulation.ar_picket obsCode = sconfigs.simulation.ar_obs_code - nside = 2 ** sconfigs.simulation.ar_healpix_order + nside = 2**sconfigs.simulation.ar_healpix_order n_sub_intervals = 101 # configs["n_sub_intervals"] ephemeris_csv_filename = None diff --git a/src/sorcha/ephemeris/simulation_setup.py b/src/sorcha/ephemeris/simulation_setup.py index c9b6bee8..3a21782c 100644 --- a/src/sorcha/ephemeris/simulation_setup.py +++ b/src/sorcha/ephemeris/simulation_setup.py @@ -205,7 +205,7 @@ def precompute_pointing_information(pointings_df, args, sconfigs): partial_get_hp_neighbors = partial( get_hp_neighbors, search_radius=sconfigs.simulation.ar_ang_fov + sconfigs.simulation.ar_fov_buffer, - nside=2 ** sconfigs.simulation.ar_healpix_order, + nside=2**sconfigs.simulation.ar_healpix_order, nested=True, ) diff --git a/src/sorcha/modules/PPStats.py b/src/sorcha/modules/PPStats.py index ed8784b8..00183945 100644 --- a/src/sorcha/modules/PPStats.py +++ b/src/sorcha/modules/PPStats.py @@ -17,7 +17,7 @@ def stats(observations, statsfilename, outpath, sconfigs): statsfilename : string Stem filename to write summary stats file to - + sconfigs: dataclass Dataclass of configuration file arguments. diff --git a/src/sorcha/sorcha.py b/src/sorcha/sorcha.py index 15dde4db..1c383c31 100755 --- a/src/sorcha/sorcha.py +++ b/src/sorcha/sorcha.py @@ -120,14 +120,17 @@ def runLSSTSimulation(args, sconfigs): args.paramsinput, sconfigs.filters.observing_filters, sconfigs.input.aux_format ) - PrintConfigsToLog(sconfigs, args) + PrintConfigsToLog(sconfigs, args) # End of config parsing verboselog("Reading pointing database...") filterpointing = PPReadPointingDatabase( - args.pointing_database, sconfigs.filters.observing_filters, sconfigs.input.pointing_sql_query, args.surveyname + args.pointing_database, + sconfigs.filters.observing_filters, + sconfigs.input.pointing_sql_query, + args.surveyname, ) # if we are going to compute the ephemerides, then we should pre-compute all @@ -310,7 +313,9 @@ def runLSSTSimulation(args, sconfigs): if sconfigs.saturation.bright_limit_on and len(observations.index) > 0: verboselog("Dropping observations that are too bright...") verboselog("Number of rows BEFORE applying bright limit filter " + str(len(observations.index))) - observations = PPBrightLimit(observations, sconfigs.filters.observing_filters, sconfigs.saturation.bright_limit) + observations = PPBrightLimit( + observations, sconfigs.filters.observing_filters, sconfigs.saturation.bright_limit + ) verboselog("Number of rows AFTER applying bright limit filter " + str(len(observations.index))) if sconfigs.linkingfilter.ssp_linking_on and len(observations.index) > 0: diff --git a/src/sorcha/utilities/sorchaConfigs.py b/src/sorcha/utilities/sorchaConfigs.py index 2363ecbf..0a4a273b 100644 --- a/src/sorcha/utilities/sorchaConfigs.py +++ b/src/sorcha/utilities/sorchaConfigs.py @@ -11,7 +11,7 @@ class inputConfigs: """Data class for holding INPUTS section configuration file keys and validating them.""" - ephemerides_type: str = ("") + ephemerides_type: str = "" """Simulation used for ephemeris input.""" eph_format: str = "" @@ -45,26 +45,27 @@ def _validate_input_configs(self): check_value_in_list(self.aux_format, ["comma", "whitespace", "csv"], "aux_format") self.size_serial_chunk = cast_as_int(self.size_serial_chunk, "size_serial_chunk") + @dataclass class simulationConfigs: """Data class for holding SIMULATION section configuration file keys and validating them""" - + ar_ang_fov: float = 0.0 """the field of view of our search field, in degrees""" ar_fov_buffer: float = 0.0 """the buffer zone around the field of view we want to include, in degrees""" - + ar_picket: float = 0.0 """imprecise discretization of time that allows us to move progress our simulations forward without getting too granular when we don't have to. the unit is number of days.""" - ar_obs_code: str = "" + ar_obs_code: str = "" """the obscode is the MPC observatory code for the provided telescope.""" ar_healpix_order: int = 0 """the order of healpix which we will use for the healpy portions of the code.""" - _ephemerides_type: str = ("") + _ephemerides_type: str = "" """Simulation used for ephemeris input.""" def __post_init__(self): @@ -82,26 +83,28 @@ def _validate_simulation_configs(self): check_key_exists(self.ar_healpix_order, "ar_healpix_order") # some additional checks to make sure they all make sense! - self.ar_ang_fov = cast_as_float(self.ar_ang_fov,"ar_ang_fov") - self.ar_fov_buffer = cast_as_float(self.ar_fov_buffer,"ar_fov_buffer") + self.ar_ang_fov = cast_as_float(self.ar_ang_fov, "ar_ang_fov") + self.ar_fov_buffer = cast_as_float(self.ar_fov_buffer, "ar_fov_buffer") self.ar_picket = cast_as_int(self.ar_picket, "ar_picket") - self.ar_healpix_order = cast_as_int(self.ar_healpix_order,"ar_healpix_order") + self.ar_healpix_order = cast_as_int(self.ar_healpix_order, "ar_healpix_order") elif self._ephemerides_type == "external": - check_key_doesnt_exist(self.ar_ang_fov, "ar_ang_fov","but ephemerides type is external") - check_key_doesnt_exist(self.ar_fov_buffer, "ar_fov_buffer","but ephemerides type is external") - check_key_doesnt_exist(self.ar_picket, "ar_picket","but ephemerides type is external") - check_key_doesnt_exist(self.ar_obs_code, "ar_obs_code","but ephemerides type is external") - check_key_doesnt_exist(self.ar_healpix_order, "ar_healpix_order","but ephemerides type is external") + check_key_doesnt_exist(self.ar_ang_fov, "ar_ang_fov", "but ephemerides type is external") + check_key_doesnt_exist(self.ar_fov_buffer, "ar_fov_buffer", "but ephemerides type is external") + check_key_doesnt_exist(self.ar_picket, "ar_picket", "but ephemerides type is external") + check_key_doesnt_exist(self.ar_obs_code, "ar_obs_code", "but ephemerides type is external") + check_key_doesnt_exist( + self.ar_healpix_order, "ar_healpix_order", "but ephemerides type is external" + ) + - @dataclass class filtersConfigs: """Data class for holding FILTERS section configuration file keys and validating them""" - + observing_filters: str = "" """Filters of the observations you are interested in, comma-separated.""" - survey_name : str ="" + survey_name: str = "" """survey name to be used for checking filters are correct""" mainfilter: str = "" @@ -115,15 +118,15 @@ def __post_init__(self): self._validate_filters_configs() def _validate_filters_configs(self): - - check_key_exists(self.observing_filters,"observing_filters") - check_key_exists(self.survey_name,"survey_name") - self.observing_filters= [e.strip() for e in self.observing_filters.split(",")] + + check_key_exists(self.observing_filters, "observing_filters") + check_key_exists(self.survey_name, "survey_name") + self.observing_filters = [e.strip() for e in self.observing_filters.split(",")] self._check_for_correct_filters() def _check_for_correct_filters(self): - if self.survey_name in ["rubin_sim", "RUBIN_SIM","LSST","lsst"]: + if self.survey_name in ["rubin_sim", "RUBIN_SIM", "LSST", "lsst"]: lsst_filters = ["u", "g", "r", "i", "z", "y"] filters_ok = all(elem in lsst_filters for elem in self.observing_filters) @@ -142,10 +145,11 @@ def _check_for_correct_filters(self): ) ) + @dataclass class saturationConfigs: """Data class for holding SATURATION section configuration file keys and validating them""" - + bright_limit_on: bool = False bright_limit: float = 0 @@ -159,10 +163,10 @@ def __post_init__(self): self._validate_saturation_configs() def _validate_saturation_configs(self): - check_key_exists(self._observing_filters,"_observing_filters") + check_key_exists(self._observing_filters, "_observing_filters") if self.bright_limit: self.bright_limit_on = True - + if self.bright_limit_on: try: self.bright_limit = [float(e.strip()) for e in self.bright_limit.split(",")] @@ -170,22 +174,23 @@ def _validate_saturation_configs(self): logging.error("ERROR: could not parse brightness limits. Check formatting and try again.") sys.exit("ERROR: could not parse brightness limits. Check formatting and try again.") if len(self.bright_limit) == 1: - self.bright_limit = cast_as_float(self.bright_limit[0],"bright_limit") + self.bright_limit = cast_as_float(self.bright_limit[0], "bright_limit") elif len(self.bright_limit) != 1 and len(self.bright_limit) != len(self._observing_filters): - logging.error( - "ERROR: list of saturation limits is not the same length as list of observing filters." - ) - sys.exit( - "ERROR: list of saturation limits is not the same length as list of observing filters." - ) - + logging.error( + "ERROR: list of saturation limits is not the same length as list of observing filters." + ) + sys.exit( + "ERROR: list of saturation limits is not the same length as list of observing filters." + ) + + @dataclass class phasecurvesConfigs: """Data class for holding PHASECURVES section configuration file keys and validating them""" - + phase_function: str = "" """The phase function used to calculate apparent magnitude. The physical parameters input""" - + def __post_init__(self): """Automatically validates the phasecurve configs after initialisation.""" self._validate_phasecurve_configs() @@ -195,7 +200,8 @@ def _validate_phasecurve_configs(self): # make sure all the mandatory keys have been populated. check_key_exists(self.phase_function, "phase_function") - check_value_in_list(self.phase_function, ["HG","HG1G2","HG12","linear","none"], "phase_function") + check_value_in_list(self.phase_function, ["HG", "HG1G2", "HG12", "linear", "none"], "phase_function") + @dataclass class fovConfigs: @@ -221,40 +227,46 @@ class fovConfigs: def __post_init__(self): self._validate_fov_configs() - + def _validate_fov_configs(self): - check_key_exists(self.camera_model,"camera_model") - check_value_in_list(self.camera_model,["circle", "footprint"],"camera_model") + check_key_exists(self.camera_model, "camera_model") + check_value_in_list(self.camera_model, ["circle", "footprint"], "camera_model") if self.camera_model == "footprint": self._camera_footprint() - + elif self.camera_model == "circle": self._camera_circle() def _camera_footprint(self): if self.footprint_path: - PPFindFileOrExit(self.footprint_path,"footprint_path") - elif self.survey_name.lower() not in ["lsst","rubin_sim"]: - logging.error("ERROR: a default detector footprint is currently only provided for LSST; please provide your own footprint file.") - sys.exit("ERROR: a default detector footprint is currently only provided for LSST; please provide your own footprint file.") - - check_key_exists(self.footprint_edge_threshold,"footprint_edge_threshold") - self.footprint_edge_threshold = cast_as_float(self.footprint_edge_threshold,"footprint_edge_threshold") - check_key_doesnt_exist(self.fill_factor,"fill_factor",'but camera model is not "circle".') - check_key_doesnt_exist(self.circle_radius,"circle_radius",'but camera model is not "circle".') - + PPFindFileOrExit(self.footprint_path, "footprint_path") + elif self.survey_name.lower() not in ["lsst", "rubin_sim"]: + logging.error( + "ERROR: a default detector footprint is currently only provided for LSST; please provide your own footprint file." + ) + sys.exit( + "ERROR: a default detector footprint is currently only provided for LSST; please provide your own footprint file." + ) + + check_key_exists(self.footprint_edge_threshold, "footprint_edge_threshold") + self.footprint_edge_threshold = cast_as_float( + self.footprint_edge_threshold, "footprint_edge_threshold" + ) + check_key_doesnt_exist(self.fill_factor, "fill_factor", 'but camera model is not "circle".') + check_key_doesnt_exist(self.circle_radius, "circle_radius", 'but camera model is not "circle".') + def _camera_circle(self): if self.fill_factor: - self.fill_factor = cast_as_float(self.fill_factor,"fill_factor") + self.fill_factor = cast_as_float(self.fill_factor, "fill_factor") if self.fill_factor < 0.0 or self.fill_factor > 1.0: logging.error("ERROR: fill_factor out of bounds. Must be between 0 and 1.") sys.exit("ERROR: fill_factor out of bounds. Must be between 0 and 1.") elif self.circle_radius: - self.circle_radius = cast_as_float(self.circle_radius,"circle_radius") + self.circle_radius = cast_as_float(self.circle_radius, "circle_radius") if self.circle_radius < 0.0: logging.error("ERROR: circle_radius is negative.") sys.exit("ERROR: circle_radius is negative.") @@ -265,12 +277,15 @@ def _camera_circle(self): sys.exit( 'ERROR: either "fill_factor" or "circle_radius" must be specified for circular footprint.' ) - check_key_doesnt_exist(self.footprint_edge_threshold,"footprint_edge_threshold",'but camera model is not "footprint".') + check_key_doesnt_exist( + self.footprint_edge_threshold, "footprint_edge_threshold", 'but camera model is not "footprint".' + ) + @dataclass class fadingfunctionConfigs: """Data class for holding FADINGFUNCTION section configuration file keys and validating them""" - + fading_function_on: bool = False """Detection efficiency fading function on or off.""" @@ -288,19 +303,21 @@ def _validate_fadingfunction_configs(self): # make sure all the mandatory keys have been populated. check_key_exists(self.fading_function_on, "fading_function_on") - self.fading_function_on = cast_as_bool(self.fading_function_on,"fading_function_on") - + self.fading_function_on = cast_as_bool(self.fading_function_on, "fading_function_on") + if self.fading_function_on == True: - #when fading_function_on = true, fading_function_width and fading_function_peak_efficiency now mandatory + # when fading_function_on = true, fading_function_width and fading_function_peak_efficiency now mandatory check_key_exists(self.fading_function_width, "fading_function_width") check_key_exists(self.fading_function_peak_efficiency, "fading_function_peak_efficiency") - self.fading_function_width = cast_as_float(self.fading_function_width,"fading_function_width") - self.fading_function_peak_efficiency = cast_as_float(self.fading_function_peak_efficiency,"fading_function_peak_efficiency") - - #boundary conditions for both width and peak efficency + self.fading_function_width = cast_as_float(self.fading_function_width, "fading_function_width") + self.fading_function_peak_efficiency = cast_as_float( + self.fading_function_peak_efficiency, "fading_function_peak_efficiency" + ) + + # boundary conditions for both width and peak efficency if self.fading_function_width <= 0.0 or self.fading_function_width > 0.5: - + logging.error( "ERROR: fading_function_width out of bounds. Must be greater than zero and less than 0.5." ) @@ -311,15 +328,20 @@ def _validate_fadingfunction_configs(self): if self.fading_function_peak_efficiency < 0.0 or self.fading_function_peak_efficiency > 1.0: logging.error( "ERROR: fading_function_peak_efficiency out of bounds. Must be between 0 and 1." - ) - sys.exit( - "ERROR: fading_function_peak_efficiency out of bounds. Must be between 0 and 1." - ) - + ) + sys.exit("ERROR: fading_function_peak_efficiency out of bounds. Must be between 0 and 1.") + elif self.fading_function_on == False: - #making sure these aren't populated when self.fading_function_on = False - check_key_doesnt_exist(self.fading_function_width,"fading_function_width","but fading_function_on is False.") - check_key_doesnt_exist(self.fading_function_peak_efficiency,"fading_function_peak_efficiency","but fading_function_on is False.") + # making sure these aren't populated when self.fading_function_on = False + check_key_doesnt_exist( + self.fading_function_width, "fading_function_width", "but fading_function_on is False." + ) + check_key_doesnt_exist( + self.fading_function_peak_efficiency, + "fading_function_peak_efficiency", + "but fading_function_on is False.", + ) + @dataclass class linkingfilterConfigs: @@ -335,13 +357,13 @@ class linkingfilterConfigs: ssp_number_observations: int = 0 """Length of tracklets. How many observations of an object during one night are required to produce a valid tracklet?""" - + ssp_separation_threshold: float = 0 """Minimum separation (in arcsec) between two observations of an object required for the linking software to distinguish them as separate and therefore as a valid tracklet.""" ssp_maximum_time: float = 0 """Maximum time separation (in days) between subsequent observations in a tracklet. Default is 0.0625 days (90mins).""" - + ssp_number_tracklets: int = 0 """Number of tracklets for detection. How many tracklets are required to classify an object as detected? """ @@ -355,15 +377,18 @@ def __post_init__(self): self._validate_linkingfilter_configs() def _validate_linkingfilter_configs(self): - - self.ssp_detection_efficiency = cast_as_float(self.ssp_detection_efficiency,"ssp_detection_efficiency") - self.ssp_number_observations = cast_as_int(self.ssp_number_observations,"ssp_number_observations") - self.ssp_separation_threshold = cast_as_float(self.ssp_separation_threshold,"ssp_separation_threshold") - self.ssp_maximum_time = cast_as_float(self.ssp_maximum_time,"ssp_maximum_time") - self.ssp_number_tracklets = cast_as_int(self.ssp_number_tracklets,"ssp_number_tracklets") - self.ssp_track_window = cast_as_int(self.ssp_track_window,"ssp_track_window") - self.ssp_night_start_utc = cast_as_float(self.ssp_night_start_utc,"ssp_night_start_utc") + self.ssp_detection_efficiency = cast_as_float( + self.ssp_detection_efficiency, "ssp_detection_efficiency" + ) + self.ssp_number_observations = cast_as_int(self.ssp_number_observations, "ssp_number_observations") + self.ssp_separation_threshold = cast_as_float( + self.ssp_separation_threshold, "ssp_separation_threshold" + ) + self.ssp_maximum_time = cast_as_float(self.ssp_maximum_time, "ssp_maximum_time") + self.ssp_number_tracklets = cast_as_int(self.ssp_number_tracklets, "ssp_number_tracklets") + self.ssp_track_window = cast_as_int(self.ssp_track_window, "ssp_track_window") + self.ssp_night_start_utc = cast_as_float(self.ssp_night_start_utc, "ssp_night_start_utc") sspvariables = [ self.ssp_separation_threshold, @@ -372,7 +397,7 @@ def _validate_linkingfilter_configs(self): self.ssp_track_window, self.ssp_detection_efficiency, self.ssp_maximum_time, - self.ssp_night_start_utc + self.ssp_night_start_utc, ] # the below if-statement explicitly checks for None so a zero triggers the correct error @@ -408,14 +433,14 @@ def _validate_linkingfilter_configs(self): self.ssp_linking_on = True elif not any(sspvariables): self.ssp_linking_on = False - else: + else: logging.error( - "ERROR: only some ssp linking variables supplied. Supply all five required variables for ssp linking filter, or none to turn filter off." + "ERROR: only some ssp linking variables supplied. Supply all five required variables for ssp linking filter, or none to turn filter off." ) sys.exit( - "ERROR: only some ssp linking variables supplied. Supply all five required variables for ssp linking filter, or none to turn filter off." + "ERROR: only some ssp linking variables supplied. Supply all five required variables for ssp linking filter, or none to turn filter off." ) - self.drop_unlinked = cast_as_bool(self.drop_unlinked,"drop_unlinked") + self.drop_unlinked = cast_as_bool(self.drop_unlinked, "drop_unlinked") @dataclass @@ -444,30 +469,26 @@ def _validate_output_configs(self): check_key_exists(self.output_format, "output_format") check_key_exists(self.output_columns, "output_columns") - # some additional checks to make sure they all make sense! - check_value_in_list(self.output_format, ["csv", "sqlite3","hdf5"], "output_format") + check_value_in_list(self.output_format, ["csv", "sqlite3", "hdf5"], "output_format") - if ( - "," in self.output_columns - ): # assume list of column names: turn into a list and strip whitespace - self.output_columns = [ - colname.strip(" ") for colname in self.output_columns.split(",") - ] + if "," in self.output_columns: # assume list of column names: turn into a list and strip whitespace + self.output_columns = [colname.strip(" ") for colname in self.output_columns.split(",")] else: check_value_in_list(self.output_columns, ["basic", "all"], "output_columns") self._validate_decimals() def _validate_decimals(self): - self.position_decimals = cast_as_float(self.position_decimals,"position_decimals") - self.magnitude_decimals = cast_as_float(self.magnitude_decimals,"magnitude_decimals") + self.position_decimals = cast_as_float(self.position_decimals, "position_decimals") + self.magnitude_decimals = cast_as_float(self.magnitude_decimals, "magnitude_decimals") if self.position_decimals and self.position_decimals < 0: logging.error("ERROR: decimal places config variables cannot be negative.") sys.exit("ERROR: decimal places config variables cannot be negative.") if self.magnitude_decimals and self.magnitude_decimals < 0: logging.error("ERROR: decimal places config variables cannot be negative.") sys.exit("ERROR: decimal places config variables cannot be negative.") - + + @dataclass class lightcurveConfigs: """Data class for holding LIGHTCURVE section configuration file keys and validating them.""" @@ -481,8 +502,13 @@ def __post_init__(self): def _validate_lightcurve_configs(self): self.lc_model = None if self.lc_model == "none" else self.lc_model if self.lc_model and self.lc_model not in LC_METHODS: - logging.error(f"The requested light curve model, '{self.lc_model}', is not registered. Available lightcurve options are: {list(LC_METHODS.keys())}") - sys.exit(f"The requested light curve model, '{self.lc_model}', is not registered. Available lightcurve options are: {list(LC_METHODS.keys())}") + logging.error( + f"The requested light curve model, '{self.lc_model}', is not registered. Available lightcurve options are: {list(LC_METHODS.keys())}" + ) + sys.exit( + f"The requested light curve model, '{self.lc_model}', is not registered. Available lightcurve options are: {list(LC_METHODS.keys())}" + ) + @dataclass class activityConfigs: @@ -490,15 +516,20 @@ class activityConfigs: comet_activity: str = "" """The unique name of the actvity model to use. Defined in the ``name_id`` method of the subclasses of AbstractCometaryActivity. If not none, a complex physical parameters file must be specified at the command line.""" - + def __post_init__(self): self._validate_activity_configs() def _validate_activity_configs(self): self.comet_activity = None if self.comet_activity == "none" else self.comet_activity if self.comet_activity and self.comet_activity not in CA_METHODS: - logging.error(f"The requested comet activity model, '{self.comet_activity}', is not registered. Available comet activity models are: {list(CA_METHODS.keys())}") - sys.exit(f"The requested comet activity model, '{self.comet_activity}', is not registered. Available comet activity models are: {list(CA_METHODS.keys())}") + logging.error( + f"The requested comet activity model, '{self.comet_activity}', is not registered. Available comet activity models are: {list(CA_METHODS.keys())}" + ) + sys.exit( + f"The requested comet activity model, '{self.comet_activity}', is not registered. Available comet activity models are: {list(CA_METHODS.keys())}" + ) + @dataclass class expertConfigs: @@ -521,7 +552,7 @@ class expertConfigs: default_SNR_cut: bool = True """flag fir default SNR""" - + randomization_on: bool = True """flag for randomizing astrometry and photometry""" @@ -530,12 +561,12 @@ class expertConfigs: def __post_init__(self): self._validate_expert_configs() - + def _validate_expert_configs(self): if self.SNR_limit: self.SNR_limit_on = True - + if self.mag_limit: self.mag_limit_on = True @@ -553,12 +584,14 @@ def _validate_expert_configs(self): ) sys.exit( "ERROR: SNR limit and magnitude limit are mutually exclusive. Please delete one or both from config file." - ) + ) + + self.trailing_losses_on = cast_as_bool(self.trailing_losses_on, "trailing_losses_on") + self.default_SNR_cut = cast_as_bool(self.default_SNR_cut, "default_SNR_cut") + self.randomization_on = cast_as_bool(self.randomization_on, "randomization_on") + self.vignetting_on = cast_as_bool(self.vignetting_on, "vignetting_on") + - self.trailing_losses_on = cast_as_bool(self.trailing_losses_on,"trailing_losses_on") - self.default_SNR_cut = cast_as_bool(self.default_SNR_cut,"default_SNR_cut") - self.randomization_on = cast_as_bool(self.randomization_on,"randomization_on") - self.vignetting_on = cast_as_bool(self.vignetting_on,"vignetting_on") @dataclass class sorchaConfigs: """Dataclass which stores configuration file keywords in dataclasses.""" @@ -581,7 +614,7 @@ class sorchaConfigs: fov: fovConfigs = None """fovConfigs dataclass which stores the keywords from the FOV section of the config file.""" - fadingfunction: fadingfunctionConfigs = None + fadingfunction: fadingfunctionConfigs = None """fadingfunctionConfigs dataclass which stores the keywords from the FADINGFUNCTION section of the config file.""" linkingfilter: linkingfilterConfigs = None @@ -589,16 +622,16 @@ class sorchaConfigs: output: outputConfigs = None """outputConfigs dataclass which stores the keywords from the OUTPUT section of the config file.""" - + lightcurve: lightcurveConfigs = None """lightcurveConfigs dataclass which stores the keywords from the LIGHTCURVE section of the config file.""" - + activity: activityConfigs = None """activityConfigs dataclass which stores the keywords from the ACTIVITY section of the config file.""" - + expert: expertConfigs = None """expertConfigs dataclass which stores the keywords from the EXPERT section of the config file.""" - + pplogger: None = None """The Python logger instance""" @@ -613,7 +646,7 @@ def __init__(self, config_file_location=None, survey_name=None): self.survey_name = survey_name if config_file_location: # if a location to a config file is supplied... - # Save a raw copy of the configuration to the logs as a backup. + # Save a raw copy of the configuration to the logs as a backup. with open(config_file_location, "r") as file: logging.info(f"Copy of configuration file {config_file_location}:\n{file.read()}") @@ -622,27 +655,28 @@ def __init__(self, config_file_location=None, survey_name=None): self._read_configs_from_object( config_object ) # now we call a function that populates the class attributes + def _read_configs_from_object(self, config_object): """function that populates the class attributes""" - #list of sections and corresponding config file + # list of sections and corresponding config file section_list = { - "INPUT" : inputConfigs, - "SIMULATION" : simulationConfigs, - "FILTERS" : filtersConfigs, - "SATURATION" : saturationConfigs, - "PHASECURVES" : phasecurvesConfigs, - "FOV" : fovConfigs, - "FADINGFUNCTION" : fadingfunctionConfigs, - "LINKINGFILTER" : linkingfilterConfigs, - "OUTPUT" : outputConfigs, - "LIGHTCURVE" : lightcurveConfigs, - "ACTIVITY" : activityConfigs, - "EXPERT" : expertConfigs + "INPUT": inputConfigs, + "SIMULATION": simulationConfigs, + "FILTERS": filtersConfigs, + "SATURATION": saturationConfigs, + "PHASECURVES": phasecurvesConfigs, + "FOV": fovConfigs, + "FADINGFUNCTION": fadingfunctionConfigs, + "LINKINGFILTER": linkingfilterConfigs, + "OUTPUT": outputConfigs, + "LIGHTCURVE": lightcurveConfigs, + "ACTIVITY": activityConfigs, + "EXPERT": expertConfigs, } - #general function that reads in config file sections into there config dataclasses - for section , config_section in section_list.items(): - if config_object.has_section(section): + # general function that reads in config file sections into there config dataclasses + for section, config_section in section_list.items(): + if config_object.has_section(section): extra_args = {} if section == "SIMULATION": extra_args["_ephemerides_type"] = self.input.ephemerides_type @@ -652,14 +686,13 @@ def _read_configs_from_object(self, config_object): extra_args["_observing_filters"] = self.filters.observing_filters elif section == "FOV": extra_args["survey_name"] = self.survey_name - section_dict = dict(config_object[section]) + section_dict = dict(config_object[section]) config_instance = config_section(**section_dict, **extra_args) - + else: - config_instance = config_section() #if section not in config file take default values + config_instance = config_section() # if section not in config file take default values section_key = section.lower() - setattr(self, section_key, config_instance) - + setattr(self, section_key, config_instance) ## below are the utility functions used to help validate the keywords, add more as needed @@ -692,7 +725,7 @@ def check_key_exists(value, key_name): ) -def check_key_doesnt_exist(value, key_name,reason): +def check_key_doesnt_exist(value, key_name, reason): """ Checks to confirm that a config file value is not present and has been read into the dataclass as falsy. Returns an error if value is truthy @@ -712,14 +745,10 @@ def check_key_doesnt_exist(value, key_name,reason): None. """ - #checks to make sure value doesn't exist + # checks to make sure value doesn't exist if value: - logging.error( - f"ERROR: {key_name} supplied in config file {reason}" - ) - sys.exit( - f"ERROR: {key_name} supplied in config file {reason}" - ) + logging.error(f"ERROR: {key_name} supplied in config file {reason}") + sys.exit(f"ERROR: {key_name} supplied in config file {reason}") def cast_as_int(value, key): @@ -775,6 +804,7 @@ def cast_as_float(value, key): return float(value) + def cast_as_bool(value, key): # replaces PPGetBoolOrExit: checks to make sure the value can be cast as a bool. """ @@ -793,10 +823,10 @@ def cast_as_bool(value, key): """ str_value = str(value).strip() - - if str_value in ['true', '1', 'yes', 'y','True']: + + if str_value in ["true", "1", "yes", "y", "True"]: return True - elif str_value in ['false', '0', 'no', 'n','False']: + elif str_value in ["false", "0", "no", "n", "False"]: return False else: logging.error(f"ERROR: expected a bool for config parameter {key}. Check value in config file.") @@ -985,7 +1015,8 @@ def PrintConfigsToLog(sconfigs, cmd_args): pplogger.info("Solar System Processing linking filter is turned ON.") pplogger.info("For SSP linking...") pplogger.info( - "...the fractional detection efficiency is: " + str(sconfigs.linkingfilter.ssp_detection_efficiency) + "...the fractional detection efficiency is: " + + str(sconfigs.linkingfilter.ssp_detection_efficiency) ) pplogger.info( "...the minimum required number of observations in a tracklet is: " From c3579f335f3dff5cf3705e36cb9edf7837a8b274 Mon Sep 17 00:00:00 2001 From: Ryan Lyttle Date: Thu, 21 Nov 2024 18:26:45 +0000 Subject: [PATCH 14/28] black reformatting for unit tests --- tests/sorcha/test_sorchaConfigs.py | 616 ++++++++++++++++------------- 1 file changed, 345 insertions(+), 271 deletions(-) diff --git a/tests/sorcha/test_sorchaConfigs.py b/tests/sorcha/test_sorchaConfigs.py index 716d7af4..4a56c65f 100644 --- a/tests/sorcha/test_sorchaConfigs.py +++ b/tests/sorcha/test_sorchaConfigs.py @@ -3,7 +3,21 @@ from sorcha.utilities.dataUtilitiesForTests import get_demo_filepath from sorcha.lightcurves.lightcurve_registration import LC_METHODS from sorcha.activity.activity_registration import CA_METHODS -from sorcha.utilities.sorchaConfigs import sorchaConfigs, inputConfigs, simulationConfigs, filtersConfigs, saturationConfigs, phasecurvesConfigs, fovConfigs, fadingfunctionConfigs , linkingfilterConfigs, outputConfigs, lightcurveConfigs, activityConfigs, expertConfigs +from sorcha.utilities.sorchaConfigs import ( + sorchaConfigs, + inputConfigs, + simulationConfigs, + filtersConfigs, + saturationConfigs, + phasecurvesConfigs, + fovConfigs, + fadingfunctionConfigs, + linkingfilterConfigs, + outputConfigs, + lightcurveConfigs, + activityConfigs, + expertConfigs, +) # these are the results we expect from sorcha_config_demo.ini correct_inputs = { @@ -13,100 +27,86 @@ "aux_format": "whitespace", "pointing_sql_query": "SELECT observationId, observationStartMJD as observationStartMJD_TAI, visitTime, visitExposureTime, filter, seeingFwhmGeom as seeingFwhmGeom_arcsec, seeingFwhmEff as seeingFwhmEff_arcsec, fiveSigmaDepth as fieldFiveSigmaDepth_mag , fieldRA as fieldRA_deg, fieldDec as fieldDec_deg, rotSkyPos as fieldRotSkyPos_deg FROM observations order by observationId", } -correct_simulation= { +correct_simulation = { "_ephemerides_type": "ar", - "ar_ang_fov" : 2.06, - "ar_fov_buffer" : 0.2, - "ar_picket" : 1, - "ar_obs_code" : "X05", - "ar_healpix_order" : 6 - } - -correct_filters_read= { - "observing_filters" : "r,g,i,z,u,y", - "survey_name" : "rubin_sim" - -} -correct_filters= { - "observing_filters" : ['r','g','i','z','u','y'], - "survey_name" : "rubin_sim", - 'mainfilter': '', - 'othercolours': '' + "ar_ang_fov": 2.06, + "ar_fov_buffer": 0.2, + "ar_picket": 1, + "ar_obs_code": "X05", + "ar_healpix_order": 6, } -correct_saturation= { - "bright_limit_on" : True, - "bright_limit" : 16.0, - "_observing_filters" : ['r','g','i','z','u','y'] +correct_filters_read = {"observing_filters": "r,g,i,z,u,y", "survey_name": "rubin_sim"} +correct_filters = { + "observing_filters": ["r", "g", "i", "z", "u", "y"], + "survey_name": "rubin_sim", + "mainfilter": "", + "othercolours": "", } -correct_saturation_read= { - "bright_limit" : "16.0", - "_observing_filters" : ['r','g','i','z','u','y'] + +correct_saturation = { + "bright_limit_on": True, + "bright_limit": 16.0, + "_observing_filters": ["r", "g", "i", "z", "u", "y"], } +correct_saturation_read = {"bright_limit": "16.0", "_observing_filters": ["r", "g", "i", "z", "u", "y"]} -correct_phasecurve= {"phase_function": "HG"} +correct_phasecurve = {"phase_function": "HG"} correct_fadingfunction = { - "fading_function_on" : True, - "fading_function_width" : 0.1, - "fading_function_peak_efficiency" : 1. + "fading_function_on": True, + "fading_function_width": 0.1, + "fading_function_peak_efficiency": 1.0, } correct_linkingfilter = { - 'ssp_linking_on': True, - 'drop_unlinked': True, - 'ssp_detection_efficiency': 0.95, - 'ssp_number_observations': 2, - 'ssp_separation_threshold': 0.5, - 'ssp_maximum_time': 0.0625, - 'ssp_number_tracklets': 3, - 'ssp_track_window': 15, - 'ssp_night_start_utc': 16.0 - } + "ssp_linking_on": True, + "drop_unlinked": True, + "ssp_detection_efficiency": 0.95, + "ssp_number_observations": 2, + "ssp_separation_threshold": 0.5, + "ssp_maximum_time": 0.0625, + "ssp_number_tracklets": 3, + "ssp_track_window": 15, + "ssp_night_start_utc": 16.0, +} correct_fov = { - "camera_model" : "footprint", - 'footprint_path': '', - 'fill_factor': '', - 'circle_radius': 0, - 'footprint_edge_threshold': 2.0, - 'survey_name': 'rubin_sim' + "camera_model": "footprint", + "footprint_path": "", + "fill_factor": "", + "circle_radius": 0, + "footprint_edge_threshold": 2.0, + "survey_name": "rubin_sim", } -correct_fov_read = { - "camera_model" : "footprint", - "footprint_edge_threshold" : 2., - 'survey_name': 'rubin_sim' -} +correct_fov_read = {"camera_model": "footprint", "footprint_edge_threshold": 2.0, "survey_name": "rubin_sim"} correct_output = { - "output_format" : "csv", - "output_columns" : "basic", - 'position_decimals': 0.0, - 'magnitude_decimals': 0.0 + "output_format": "csv", + "output_columns": "basic", + "position_decimals": 0.0, + "magnitude_decimals": 0.0, } -correct_lc_model = { - 'lc_model': None - } +correct_lc_model = {"lc_model": None} -correct_activity = { - 'comet_activity': None -} +correct_activity = {"comet_activity": None} correct_expert = { - 'SNR_limit': 0, - 'SNR_limit_on': False, - 'mag_limit': 0, - 'mag_limit_on': False, - 'trailing_losses_on': True, - 'default_SNR_cut': True, - 'randomization_on': True, - 'vignetting_on': True + "SNR_limit": 0, + "SNR_limit_on": False, + "mag_limit": 0, + "mag_limit_on": False, + "trailing_losses_on": True, + "default_SNR_cut": True, + "randomization_on": True, + "vignetting_on": True, } ################################################################################################################################## -#SORCHA Configs test +# SORCHA Configs test + def test_sorchaConfigs(): """ @@ -115,7 +115,7 @@ def test_sorchaConfigs(): # general test to make sure, overall, everything works. checks just one file: sorcha_config_demo.ini config_file_location = get_demo_filepath("sorcha_config_demo.ini") - test_configs = sorchaConfigs(config_file_location,'rubin_sim') + test_configs = sorchaConfigs(config_file_location, "rubin_sim") # check each section to make sure you get what you expect assert correct_inputs == test_configs.input.__dict__ assert correct_simulation == test_configs.simulation.__dict__ @@ -130,9 +130,11 @@ def test_sorchaConfigs(): assert correct_activity == test_configs.activity.__dict__ assert correct_expert == test_configs.expert.__dict__ + ################################################################################################################################## -#Inputs section test +# Inputs section test + def test_inputConfigs_int(): """ @@ -146,7 +148,7 @@ def test_inputConfigs_int(): # now we check some wrong inputs to make sure they're caught correctly. size_serial_chunk has to be castable as an integer input_configs["size_serial_chunk"] = "five thousand" - + # we're telling pytest that we expect this command to fail with a SystemExit with pytest.raises(SystemExit) as error_text: test_configs = inputConfigs(**input_configs) @@ -157,6 +159,7 @@ def test_inputConfigs_int(): == "ERROR: expected an int for config parameter size_serial_chunk. Check value in config file." ) + @pytest.mark.parametrize( "key_name", ["ephemerides_type", "eph_format", "size_serial_chunk", "aux_format", "pointing_sql_query"] ) @@ -203,50 +206,57 @@ def test_inputConfigs_inlist(key_name, expected_list): == f"ERROR: value definitely_fake_bad_key for config parameter {key_name} not recognised. Expecting one of: {expected_list}." ) + ################################################################################################################################## -#simulation configs test +# simulation configs test -@pytest.mark.parametrize( - "key_name", ["ar_ang_fov" , "ar_fov_buffer"]) +@pytest.mark.parametrize("key_name", ["ar_ang_fov", "ar_fov_buffer"]) def test_simulationConfigs_float(key_name): """ Tests that wrong inputs for simulationConfigs float attributes is caught correctly """ - simulation_configs=correct_simulation.copy() - test_configs= simulationConfigs(**simulation_configs) + simulation_configs = correct_simulation.copy() + test_configs = simulationConfigs(**simulation_configs) assert test_configs.__dict__ == simulation_configs - - simulation_configs[key_name]="one" + + simulation_configs[key_name] = "one" with pytest.raises(SystemExit) as error_text: test_configs = simulationConfigs(**simulation_configs) - - assert (error_text.value.code == f"ERROR: expected a float for config parameter {key_name}. Check value in config file.") -@pytest.mark.parametrize( - "key_name", ["ar_picket", "ar_healpix_order"]) + assert ( + error_text.value.code + == f"ERROR: expected a float for config parameter {key_name}. Check value in config file." + ) + +@pytest.mark.parametrize("key_name", ["ar_picket", "ar_healpix_order"]) def test_simulationConfigs_int(key_name): """ Tests that wrong inputs for simulationConfigs int attributes is caught correctly """ - simulation_configs=correct_simulation.copy() - test_configs= simulationConfigs(**simulation_configs) + simulation_configs = correct_simulation.copy() + test_configs = simulationConfigs(**simulation_configs) assert test_configs.__dict__ == simulation_configs - - simulation_configs[key_name]="one" + + simulation_configs[key_name] = "one" with pytest.raises(SystemExit) as error_text: test_configs = simulationConfigs(**simulation_configs) - - assert (error_text.value.code == f"ERROR: expected an int for config parameter {key_name}. Check value in config file.") + + assert ( + error_text.value.code + == f"ERROR: expected an int for config parameter {key_name}. Check value in config file." + ) + @pytest.mark.parametrize( - "key_name", ["ar_ang_fov" , "ar_fov_buffer", "ar_picket", "ar_obs_code", "ar_healpix_order"]) + "key_name", ["ar_ang_fov", "ar_fov_buffer", "ar_picket", "ar_obs_code", "ar_healpix_order"] +) def test_simulationConfigs_mandatory(key_name): """ This loops through the mandatory keys and makes sure the code fails correctly when each is missing @@ -263,8 +273,11 @@ def test_simulationConfigs_mandatory(key_name): error_text.value.code == f"ERROR: No value found for required key {key_name} in config file. Please check the file and try again." ) + + @pytest.mark.parametrize( - "key_name", ["ar_ang_fov" , "ar_fov_buffer", "ar_picket", "ar_obs_code", "ar_healpix_order"]) + "key_name", ["ar_ang_fov", "ar_fov_buffer", "ar_picket", "ar_obs_code", "ar_healpix_order"] +) def test_simulationConfigs_notrequired(key_name): """ This loops through the not required keys and makes sure the code fails correctly when they're truthy @@ -281,31 +294,35 @@ def test_simulationConfigs_notrequired(key_name): test_configs = simulationConfigs(**simulation_configs) assert ( - error_text.value.code - == f"ERROR: {key_name} supplied in config file but ephemerides type is external" + error_text.value.code == f"ERROR: {key_name} supplied in config file but ephemerides type is external" ) + ################################################################################################################################## -#filters config test +# filters config test + def test_filtersConfigs_check_filters(): """ Makes sure that when filters are not recognised for survey that error message shows """ - filters_configs=correct_filters_read.copy() + filters_configs = correct_filters_read.copy() - test_configs= filtersConfigs(**filters_configs) + test_configs = filtersConfigs(**filters_configs) assert test_configs.__dict__ == correct_filters - - filters_configs["observing_filters"]='a,f,u,g' + + filters_configs["observing_filters"] = "a,f,u,g" with pytest.raises(SystemExit) as error_text: test_configs = filtersConfigs(**filters_configs) - assert (error_text.value.code == "ERROR: Filter(s) ['a' 'f'] given in config file are not recognised filters for rubin_sim survey.") + assert ( + error_text.value.code + == "ERROR: Filter(s) ['a' 'f'] given in config file are not recognised filters for rubin_sim survey." + ) -@pytest.mark.parametrize( - "key_name", ["observing_filters","survey_name"] ) + +@pytest.mark.parametrize("key_name", ["observing_filters", "survey_name"]) def test_filtersConfigs_mandatory(key_name): """ this loops through the mandatory keys and makes sure the code fails correctly when each is missing @@ -322,8 +339,10 @@ def test_filtersConfigs_mandatory(key_name): == f"ERROR: No value found for required key {key_name} in config file. Please check the file and try again." ) + ################################################################################################################################## -#saturation configs test +# saturation configs test + def test_saturationConfigs(): """ @@ -337,31 +356,26 @@ def test_saturationConfigs(): test_configs = saturationConfigs(**saturation_configs) assert test_configs.__dict__ == correct_saturation - saturation_configs["bright_limit"]="10,2" - + saturation_configs["bright_limit"] = "10,2" + with pytest.raises(SystemExit) as error_text: test_configs = saturationConfigs(**saturation_configs) - assert ( error_text.value.code == "ERROR: list of saturation limits is not the same length as list of observing filters." ) - saturation_configs["bright_limit"]="10;2" - + saturation_configs["bright_limit"] = "10;2" with pytest.raises(SystemExit) as error_text: test_configs = saturationConfigs(**saturation_configs) - assert ( - error_text.value.code - == "ERROR: could not parse brightness limits. Check formatting and try again." + error_text.value.code == "ERROR: could not parse brightness limits. Check formatting and try again." ) -@pytest.mark.parametrize( -"key_name", ["_observing_filters"]) +@pytest.mark.parametrize("key_name", ["_observing_filters"]) def test_saturationConfigs_mandatory(key_name): """ this loops through the mandatory keys and makes sure the code fails correctly when each is missing @@ -377,14 +391,15 @@ def test_saturationConfigs_mandatory(key_name): assert ( error_text.value.code == f"ERROR: No value found for required key {key_name} in config file. Please check the file and try again." - ) + ) + ################################################################################################################################## -#phasecurve configs tests +# phasecurve configs tests -@pytest.mark.parametrize( - "key_name", ["phase_function"] ) + +@pytest.mark.parametrize("key_name", ["phase_function"]) def test_phasecurveConfigs_mandatory(key_name): """ this loops through the mandatory keys and makes sure the code fails correctly when each is missing @@ -402,11 +417,10 @@ def test_phasecurveConfigs_mandatory(key_name): == f"ERROR: No value found for required key {key_name} in config file. Please check the file and try again." ) + @pytest.mark.parametrize( "key_name, expected_list", - [ - ("phase_function", "['HG', 'HG1G2', 'HG12', 'linear', 'none']") - ], + [("phase_function", "['HG', 'HG1G2', 'HG12', 'linear', 'none']")], ) def test_phasecurveConfigs_inlist(key_name, expected_list): """ @@ -420,159 +434,183 @@ def test_phasecurveConfigs_inlist(key_name, expected_list): with pytest.raises(SystemExit) as error_text: test_configs = phasecurvesConfigs(**phasecurve_configs) print(error_text.value.code) - print(f"ERROR: value definitely_fake_bad_key for config parameter {key_name} not recognised. Expecting one of: {expected_list}.") + print( + f"ERROR: value definitely_fake_bad_key for config parameter {key_name} not recognised. Expecting one of: {expected_list}." + ) assert ( error_text.value.code == f"ERROR: value definitely_fake_bad_key for config parameter {key_name} not recognised. Expecting one of: {expected_list}." ) + ################################################################################################################################## -#fov configs test +# fov configs test + def test_fovConfigs_inlist(): """ this loops through the keys that need to have one of several set values and makes sure the correct error message triggers when they're not """ - fov_configs=correct_fov_read.copy() + fov_configs = correct_fov_read.copy() - test_configs= fovConfigs(**fov_configs) + test_configs = fovConfigs(**fov_configs) assert test_configs.__dict__ == correct_fov - - fov_configs["camera_model"]= "fake_model" + + fov_configs["camera_model"] = "fake_model" with pytest.raises(SystemExit) as error_text: test_configs = fovConfigs(**fov_configs) - assert (error_text.value.code == "ERROR: value fake_model for config parameter camera_model not recognised. Expecting one of: ['circle', 'footprint'].") + assert ( + error_text.value.code + == "ERROR: value fake_model for config parameter camera_model not recognised. Expecting one of: ['circle', 'footprint']." + ) + def test_fovConfigs_surveyname(): """ Tests that error occurs when survey is not one provided with a default detector. """ - fov_configs=correct_fov_read.copy() + fov_configs = correct_fov_read.copy() - test_configs= fovConfigs(**fov_configs) + test_configs = fovConfigs(**fov_configs) assert test_configs.__dict__ == correct_fov - - fov_configs["survey_name"]= "fake" + + fov_configs["survey_name"] = "fake" with pytest.raises(SystemExit) as error_text: test_configs = fovConfigs(**fov_configs) - assert (error_text.value.code == "ERROR: a default detector footprint is currently only provided for LSST; please provide your own footprint file.") - + assert ( + error_text.value.code + == "ERROR: a default detector footprint is currently only provided for LSST; please provide your own footprint file." + ) -@pytest.mark.parametrize( - "key_name", ["fill_factor","circle_radius", "footprint_edge_threshold"]) +@pytest.mark.parametrize("key_name", ["fill_factor", "circle_radius", "footprint_edge_threshold"]) def test_fovConfigs_camera_footprint_mandatory_and_notrequired(key_name): """ this loops through the mandatory keys and keys that shouldn't exist and makes sure the code fails correctly when each is missing """ - fov_configs=correct_fov_read.copy() - #check keys exist + fov_configs = correct_fov_read.copy() + # check keys exist if key_name == "footprint_edge_threshold": del fov_configs[key_name] with pytest.raises(SystemExit) as error_text: test_configs = fovConfigs(**fov_configs) - assert (error_text.value.code == f"ERROR: No value found for required key {key_name} in config file. Please check the file and try again.") - #check these dont exist - if (key_name == "fill_factor" or key_name == "circle_raidus"): + assert ( + error_text.value.code + == f"ERROR: No value found for required key {key_name} in config file. Please check the file and try again." + ) + # check these dont exist + if key_name == "fill_factor" or key_name == "circle_raidus": fov_configs[key_name] = 0.5 with pytest.raises(SystemExit) as error_text: test_configs = fovConfigs(**fov_configs) - reason='but camera model is not "circle".' - assert (error_text.value.code == f"ERROR: {key_name} supplied in config file {reason}") + reason = 'but camera model is not "circle".' + assert error_text.value.code == f"ERROR: {key_name} supplied in config file {reason}" + def test_fovConfigs_circle_mandatory(): """ Makes sure the code fails when either "fill_factor" or "circle_radius" is missing """ - fov_configs=correct_fov_read.copy() + fov_configs = correct_fov_read.copy() fov_configs["camera_model"] = "circle" with pytest.raises(SystemExit) as error_text: test_configs = fovConfigs(**fov_configs) - assert (error_text.value.code == 'ERROR: either "fill_factor" or "circle_radius" must be specified for circular footprint.') + assert ( + error_text.value.code + == 'ERROR: either "fill_factor" or "circle_radius" must be specified for circular footprint.' + ) -@pytest.mark.parametrize( - "key_name", ["fill_factor","circle_radius"]) +@pytest.mark.parametrize("key_name", ["fill_factor", "circle_radius"]) def test_fovConfigs_bounds(key_name): """ Tests that values in fovConfigs are creating error messages when out of bounds """ - fov_configs=correct_fov_read.copy() + fov_configs = correct_fov_read.copy() fov_configs["camera_model"] = "circle" fov_configs[key_name] = -0.1 if key_name == "fill_factor": - + with pytest.raises(SystemExit) as error_text: test_configs = fovConfigs(**fov_configs) - assert (error_text.value.code == "ERROR: fill_factor out of bounds. Must be between 0 and 1.") + assert error_text.value.code == "ERROR: fill_factor out of bounds. Must be between 0 and 1." elif key_name == "circle_radius": with pytest.raises(SystemExit) as error_text: test_configs = fovConfigs(**fov_configs) - assert (error_text.value.code == "ERROR: circle_radius is negative.") + assert error_text.value.code == "ERROR: circle_radius is negative." + def test_fovConfigs_camera_circle_notrequired(): """ This loops through the not required keys and makes sure the code fails correctly when they're truthy """ - fov_configs=correct_fov_read.copy() + fov_configs = correct_fov_read.copy() fov_configs["camera_model"] = "circle" fov_configs["fill_factor"] = 0.5 with pytest.raises(SystemExit) as error_text: - test_configs = fovConfigs(**fov_configs) - assert (error_text.value.code == f'ERROR: footprint_edge_threshold supplied in config file but camera model is not "footprint".') + test_configs = fovConfigs(**fov_configs) + assert ( + error_text.value.code + == f'ERROR: footprint_edge_threshold supplied in config file but camera model is not "footprint".' + ) ################################################################################################################################## -#fadingfunction config tests - -@pytest.mark.parametrize( - "key_name", ["fading_function_width","fading_function_peak_efficiency"] ) +# fadingfunction config tests +@pytest.mark.parametrize("key_name", ["fading_function_width", "fading_function_peak_efficiency"]) def test_fadingfunctionConfig_on_float(key_name): """ Tests that wrong inputs for fadingfunctionConfig float attributes is caught correctly """ - fadingfunction_configs=correct_fadingfunction.copy() - test_configs= fadingfunctionConfigs(**fadingfunction_configs) + fadingfunction_configs = correct_fadingfunction.copy() + test_configs = fadingfunctionConfigs(**fadingfunction_configs) assert test_configs.__dict__ == fadingfunction_configs - - fadingfunction_configs[key_name] = 'ten' + + fadingfunction_configs[key_name] = "ten" with pytest.raises(SystemExit) as error_text: test_configs = fadingfunctionConfigs(**fadingfunction_configs) - - assert (error_text.value.code == f"ERROR: expected a float for config parameter {key_name}. Check value in config file.") - + assert ( + error_text.value.code + == f"ERROR: expected a float for config parameter {key_name}. Check value in config file." + ) + def test_fadingfunctionConfig_bool(): """ Tests that wrong inputs for fadingfunctionConfig bool attributes is caught correctly """ - fadingfunction_configs=correct_fadingfunction.copy() - test_configs= fadingfunctionConfigs(**fadingfunction_configs) + fadingfunction_configs = correct_fadingfunction.copy() + test_configs = fadingfunctionConfigs(**fadingfunction_configs) assert test_configs.__dict__ == fadingfunction_configs - - fadingfunction_configs["fading_function_on"] = 'ten' + + fadingfunction_configs["fading_function_on"] = "ten" with pytest.raises(SystemExit) as error_text: test_configs = fadingfunctionConfigs(**fadingfunction_configs) - - assert (error_text.value.code == "ERROR: expected a bool for config parameter fading_function_on. Check value in config file.") + + assert ( + error_text.value.code + == "ERROR: expected a bool for config parameter fading_function_on. Check value in config file." + ) + @pytest.mark.parametrize( - "key_name", ["fading_function_on","fading_function_width","fading_function_peak_efficiency"] ) + "key_name", ["fading_function_on", "fading_function_width", "fading_function_peak_efficiency"] +) def test_fadingfunction_mandatory(key_name): """ this loops through the mandatory keys and keys that shouldn't exist and makes sure the code fails correctly when each is missing @@ -590,172 +628,197 @@ def test_fadingfunction_mandatory(key_name): == f"ERROR: No value found for required key {key_name} in config file. Please check the file and try again." ) -@pytest.mark.parametrize( - "key_name", ["fading_function_width","fading_function_peak_efficiency"] ) + +@pytest.mark.parametrize("key_name", ["fading_function_width", "fading_function_peak_efficiency"]) def test_fadingfunction_notrequired(key_name): """ This loops through the not required keys and makes sure the code fails correctly when they're truthy """ -# tests that "fading_function_width" and "fading_function_peak_efficiency" are not called when "fading_function_on" is false + # tests that "fading_function_width" and "fading_function_peak_efficiency" are not called when "fading_function_on" is false fadingfunction_configs = correct_fadingfunction.copy() - fadingfunction_configs["fading_function_on"]= "False" + fadingfunction_configs["fading_function_on"] = "False" fadingfunction_configs["fading_function_width"] = 0 fadingfunction_configs["fading_function_peak_efficiency"] = 0 - fadingfunction_configs[key_name]=0.5 + fadingfunction_configs[key_name] = 0.5 with pytest.raises(SystemExit) as error_text: test_configs = fadingfunctionConfigs(**fadingfunction_configs) assert ( - error_text.value.code - == f"ERROR: {key_name} supplied in config file but fading_function_on is False." + error_text.value.code == f"ERROR: {key_name} supplied in config file but fading_function_on is False." ) -@pytest.mark.parametrize( - "key_name", ["fading_function_width","fading_function_peak_efficiency"] ) + +@pytest.mark.parametrize("key_name", ["fading_function_width", "fading_function_peak_efficiency"]) def test_fadingfunction_outofbounds(key_name): """ Tests that values in fadingfunctionConfigs are creating error messages when out of bounds """ fadingfunction_configs = correct_fadingfunction.copy() - fadingfunction_configs[key_name]=10 - if key_name =="fading_function_width": + fadingfunction_configs[key_name] = 10 + if key_name == "fading_function_width": with pytest.raises(SystemExit) as error_text: test_configs = fadingfunctionConfigs(**fadingfunction_configs) assert ( - error_text.value.code - == "ERROR: fading_function_width out of bounds. Must be greater than zero and less than 0.5." - ) + error_text.value.code + == "ERROR: fading_function_width out of bounds. Must be greater than zero and less than 0.5." + ) if key_name == "fading_function_peak_efficiency": with pytest.raises(SystemExit) as error_text: test_configs = fadingfunctionConfigs(**fadingfunction_configs) assert ( - error_text.value.code - == "ERROR: fading_function_peak_efficiency out of bounds. Must be between 0 and 1.") + error_text.value.code + == "ERROR: fading_function_peak_efficiency out of bounds. Must be between 0 and 1." + ) + ################################################################################################################################## -#linkingfilter tests +# linkingfilter tests @pytest.mark.parametrize( - "key_name", ["ssp_detection_efficiency" , "ssp_separation_threshold","ssp_maximum_time","ssp_night_start_utc" ]) - + "key_name", + ["ssp_detection_efficiency", "ssp_separation_threshold", "ssp_maximum_time", "ssp_night_start_utc"], +) def test_linkingfilterConfigs_float(key_name): """ Tests that wrong inputs for linkingfilterConfigs float attributes is caught correctly """ - linkingfilter_configs=correct_linkingfilter.copy() - test_configs= linkingfilterConfigs(**linkingfilter_configs) + linkingfilter_configs = correct_linkingfilter.copy() + test_configs = linkingfilterConfigs(**linkingfilter_configs) assert test_configs.__dict__ == linkingfilter_configs - - linkingfilter_configs[key_name]="one" + + linkingfilter_configs[key_name] = "one" with pytest.raises(SystemExit) as error_text: test_configs = linkingfilterConfigs(**linkingfilter_configs) - - assert (error_text.value.code == f"ERROR: expected a float for config parameter {key_name}. Check value in config file.") -@pytest.mark.parametrize( - "key_name", ["ssp_number_observations" , "ssp_number_tracklets","ssp_track_window"]) + assert ( + error_text.value.code + == f"ERROR: expected a float for config parameter {key_name}. Check value in config file." + ) + +@pytest.mark.parametrize("key_name", ["ssp_number_observations", "ssp_number_tracklets", "ssp_track_window"]) def test_linking_filter_int(key_name): """ Tests that wrong inputs for linkingfilterConfigs int attributes is caught correctly """ - linkingfilter_configs=correct_linkingfilter.copy() - test_configs= linkingfilterConfigs(**linkingfilter_configs) + linkingfilter_configs = correct_linkingfilter.copy() + test_configs = linkingfilterConfigs(**linkingfilter_configs) assert test_configs.__dict__ == linkingfilter_configs - - linkingfilter_configs[key_name]="one" + + linkingfilter_configs[key_name] = "one" with pytest.raises(SystemExit) as error_text: test_configs = linkingfilterConfigs(**linkingfilter_configs) - - assert (error_text.value.code == f"ERROR: expected an int for config parameter {key_name}. Check value in config file.") - -@pytest.mark.parametrize( - "key_name", ["ssp_detection_efficiency" , "ssp_separation_threshold","ssp_maximum_time","ssp_night_start_utc","ssp_number_observations" , "ssp_number_tracklets","ssp_track_window"]) + assert ( + error_text.value.code + == f"ERROR: expected an int for config parameter {key_name}. Check value in config file." + ) +@pytest.mark.parametrize( + "key_name", + [ + "ssp_detection_efficiency", + "ssp_separation_threshold", + "ssp_maximum_time", + "ssp_night_start_utc", + "ssp_number_observations", + "ssp_number_tracklets", + "ssp_track_window", + ], +) def test_linkingfilter_bounds(key_name): """ Tests that values in linkingfilterConfigs are creating error messages when out of bounds """ - linkingfilter_configs=correct_linkingfilter.copy() + linkingfilter_configs = correct_linkingfilter.copy() if key_name == "ssp_maximum_time" or key_name == "ssp_track_window": - linkingfilter_configs[key_name]= -5 + linkingfilter_configs[key_name] = -5 with pytest.raises(SystemExit) as error_text: test_configs = linkingfilterConfigs(**linkingfilter_configs) assert error_text.value.code == f"ERROR: {key_name} is negative." elif key_name == "ssp_separation_threshold" or key_name == "ssp_number_observations": - linkingfilter_configs[key_name]= -5 + linkingfilter_configs[key_name] = -5 with pytest.raises(SystemExit) as error_text: test_configs = linkingfilterConfigs(**linkingfilter_configs) assert error_text.value.code == f"ERROR: {key_name} is zero or negative." elif key_name == "ssp_number_tracklets": - linkingfilter_configs[key_name]= -5 + linkingfilter_configs[key_name] = -5 with pytest.raises(SystemExit) as error_text: test_configs = linkingfilterConfigs(**linkingfilter_configs) assert error_text.value.code == "ERROR: ssp_number_tracklets is zero or less." elif key_name == "ssp_detection_efficiency": - linkingfilter_configs[key_name]= -5 + linkingfilter_configs[key_name] = -5 with pytest.raises(SystemExit) as error_text: test_configs = linkingfilterConfigs(**linkingfilter_configs) - assert error_text.value.code == "ERROR: ssp_detection_efficiency out of bounds (should be between 0 and 1)." + assert ( + error_text.value.code + == "ERROR: ssp_detection_efficiency out of bounds (should be between 0 and 1)." + ) elif key_name == "ssp_night_start_utc": - linkingfilter_configs[key_name]= -5 + linkingfilter_configs[key_name] = -5 with pytest.raises(SystemExit) as error_text: test_configs = linkingfilterConfigs(**linkingfilter_configs) - assert error_text.value.code == "ERROR: ssp_night_start_utc must be a valid time between 0 and 24 hours." - + assert ( + error_text.value.code == "ERROR: ssp_night_start_utc must be a valid time between 0 and 24 hours." + ) + def test_linkingfilter_only_some_sspvar(): """ Males sure error message shows when only some SSP variables are provided """ - linkingfilter_configs=correct_linkingfilter.copy() + linkingfilter_configs = correct_linkingfilter.copy() - del linkingfilter_configs["ssp_separation_threshold"] with pytest.raises(SystemExit) as error_text: - test_configs = linkingfilterConfigs(**linkingfilter_configs) + test_configs = linkingfilterConfigs(**linkingfilter_configs) + + assert ( + error_text.value.code + == "ERROR: only some ssp linking variables supplied. Supply all five required variables for ssp linking filter, or none to turn filter off." + ) + - assert error_text.value.code == "ERROR: only some ssp linking variables supplied. Supply all five required variables for ssp linking filter, or none to turn filter off." - def test_linkingfilter_bool(): """ Tests that wrong inputs for linkingfilterConfigs bool attributes is caught correctly """ - linkingfilter_configs=correct_linkingfilter.copy() + linkingfilter_configs = correct_linkingfilter.copy() - linkingfilter_configs["drop_unlinked"] = "fake" with pytest.raises(SystemExit) as error_text: - test_configs = linkingfilterConfigs(**linkingfilter_configs) + test_configs = linkingfilterConfigs(**linkingfilter_configs) + + assert ( + error_text.value.code + == f"ERROR: expected a bool for config parameter drop_unlinked. Check value in config file." + ) - assert error_text.value.code == f"ERROR: expected a bool for config parameter drop_unlinked. Check value in config file." ################################################################################################################################## -#output config tests +# output config tests -@pytest.mark.parametrize( - "key_name", ["output_format", "output_columns"] -) + +@pytest.mark.parametrize("key_name", ["output_format", "output_columns"]) def test_outputConfigs_mandatory(key_name): """ this loops through the mandatory keys and keys that shouldn't exist and makes sure the code fails correctly when each is missing @@ -773,6 +836,7 @@ def test_outputConfigs_mandatory(key_name): == f"ERROR: No value found for required key {key_name} in config file. Please check the file and try again." ) + @pytest.mark.parametrize( "key_name, expected_list", [ @@ -783,8 +847,8 @@ def test_outputConfigs_mandatory(key_name): def test_outputConfigs_inlist(key_name, expected_list): """ this loops through the keys that need to have one of several set values and makes sure the correct error message triggers when they're not - """ - + """ + output_configs = correct_output.copy() output_configs[key_name] = "definitely_fake_bad_key" @@ -797,22 +861,18 @@ def test_outputConfigs_inlist(key_name, expected_list): ) -@pytest.mark.parametrize( - "key_name", ["position_decimals", "magnitude_decimals"] -) +@pytest.mark.parametrize("key_name", ["position_decimals", "magnitude_decimals"]) def test_outputConfigs_decimel_check(key_name): """ Checks that if deciamels are not float or are negative it is caught correctly """ correct_output = { - "output_format" : "csv", - "output_columns" : "basic", - "position_decimals" : 5, - "magnitude_decimals" : 5 -} - + "output_format": "csv", + "output_columns": "basic", + "position_decimals": 5, + "magnitude_decimals": 5, + } - output_configs = correct_output.copy() output_configs[key_name] = "definitely_fake_bad_key" @@ -824,63 +884,69 @@ def test_outputConfigs_decimel_check(key_name): == f"ERROR: expected a float for config parameter {key_name}. Check value in config file." ) correct_output = { - "output_format" : "csv", - "output_columns" : "basic", - "position_decimals" : 5, - "magnitude_decimals" : 5 -} + "output_format": "csv", + "output_columns": "basic", + "position_decimals": 5, + "magnitude_decimals": 5, + } output_configs = correct_output.copy() output_configs[key_name] = -5 with pytest.raises(SystemExit) as error_text: test_configs = outputConfigs(**output_configs) - assert ( - error_text.value.code - == "ERROR: decimal places config variables cannot be negative.") + assert error_text.value.code == "ERROR: decimal places config variables cannot be negative." + ################################################################################################################################## -#lightcurve config test +# lightcurve config test + def test_lightcurve_config(): """ - makes sure that if lightcurve model provided is not registered an error occurs + makes sure that if lightcurve model provided is not registered an error occurs """ - lightcurve_configs=correct_lc_model.copy() + lightcurve_configs = correct_lc_model.copy() - lightcurve_configs["lc_model"]= "what_model" - + lightcurve_configs["lc_model"] = "what_model" with pytest.raises(SystemExit) as error_text: - test_configs = lightcurveConfigs(**lightcurve_configs) - assert error_text.value.code == f"The requested light curve model, 'what_model', is not registered. Available lightcurve options are: {list(LC_METHODS.keys())}" + test_configs = lightcurveConfigs(**lightcurve_configs) + assert ( + error_text.value.code + == f"The requested light curve model, 'what_model', is not registered. Available lightcurve options are: {list(LC_METHODS.keys())}" + ) + ################################################################################################################################## -#activity config test +# activity config test + def test_activity_config(): """ - makes sure that if comet activity model provided is not registered an error occurs + makes sure that if comet activity model provided is not registered an error occurs """ - activity_configs=correct_activity.copy() + activity_configs = correct_activity.copy() - activity_configs["comet_activity"]= "nothing" - + activity_configs["comet_activity"] = "nothing" with pytest.raises(SystemExit) as error_text: - test_configs = activityConfigs(**activity_configs) - assert error_text.value.code == f"The requested comet activity model, 'nothing', is not registered. Available comet activity models are: {list(CA_METHODS.keys())}" + test_configs = activityConfigs(**activity_configs) + assert ( + error_text.value.code + == f"The requested comet activity model, 'nothing', is not registered. Available comet activity models are: {list(CA_METHODS.keys())}" + ) + ################################################################################################################################## -#expert config test +# expert config test -@pytest.mark.parametrize( - "key_name, error_name", [("SNR_limit", "SNR"), ("mag_limit","magnitude")] -) -def test_expert_config_bounds(key_name,error_name): + +@pytest.mark.parametrize("key_name, error_name", [("SNR_limit", "SNR"), ("mag_limit", "magnitude")]) +def test_expert_config_bounds(key_name, error_name): """ Tests that values in expertConfigs are creating error messages when out of bounds """ @@ -892,6 +958,7 @@ def test_expert_config_bounds(key_name,error_name): assert error_text.value.code == f"ERROR: {error_name} limit is negative." + def test_expert_config_exclusive(): """ Makes sure that when both SNR limit and magnitude limit are specified that an error occurs @@ -903,10 +970,14 @@ def test_expert_config_exclusive(): with pytest.raises(SystemExit) as error_text: test_configs = expertConfigs(**expect_configs) - assert error_text.value.code == "ERROR: SNR limit and magnitude limit are mutually exclusive. Please delete one or both from config file." + assert ( + error_text.value.code + == "ERROR: SNR limit and magnitude limit are mutually exclusive. Please delete one or both from config file." + ) + @pytest.mark.parametrize( - "key_name", ["trailing_losses_on", "default_SNR_cut","randomization_on","vignetting_on"] + "key_name", ["trailing_losses_on", "default_SNR_cut", "randomization_on", "vignetting_on"] ) def test_expertConfig_bool(key_name): """ @@ -918,4 +989,7 @@ def test_expertConfig_bool(key_name): with pytest.raises(SystemExit) as error_text: test_configs = expertConfigs(**expect_configs) - assert error_text.value.code == f"ERROR: expected a bool for config parameter {key_name}. Check value in config file." + assert ( + error_text.value.code + == f"ERROR: expected a bool for config parameter {key_name}. Check value in config file." + ) From eca99a51ceea206f92577f11d3fca5d250767e2a Mon Sep 17 00:00:00 2001 From: Ryan Lyttle Date: Fri, 22 Nov 2024 11:07:46 +0000 Subject: [PATCH 15/28] Update sorchaConfigs.py --- src/sorcha/utilities/sorchaConfigs.py | 13 +++++++++---- 1 file changed, 9 insertions(+), 4 deletions(-) diff --git a/src/sorcha/utilities/sorchaConfigs.py b/src/sorcha/utilities/sorchaConfigs.py index 0a4a273b..27f48ec6 100644 --- a/src/sorcha/utilities/sorchaConfigs.py +++ b/src/sorcha/utilities/sorchaConfigs.py @@ -88,6 +88,7 @@ def _validate_simulation_configs(self): self.ar_picket = cast_as_int(self.ar_picket, "ar_picket") self.ar_healpix_order = cast_as_int(self.ar_healpix_order, "ar_healpix_order") elif self._ephemerides_type == "external": + # makes sure when these are not needed that they are not populated check_key_doesnt_exist(self.ar_ang_fov, "ar_ang_fov", "but ephemerides type is external") check_key_doesnt_exist(self.ar_fov_buffer, "ar_fov_buffer", "but ephemerides type is external") check_key_doesnt_exist(self.ar_picket, "ar_picket", "but ephemerides type is external") @@ -119,12 +120,14 @@ def __post_init__(self): def _validate_filters_configs(self): + # checks mandatory keys are populated check_key_exists(self.observing_filters, "observing_filters") check_key_exists(self.survey_name, "survey_name") self.observing_filters = [e.strip() for e in self.observing_filters.split(",")] self._check_for_correct_filters() def _check_for_correct_filters(self): + """makes sure the filters selected are used by the chosen survey""" if self.survey_name in ["rubin_sim", "RUBIN_SIM", "LSST", "lsst"]: lsst_filters = ["u", "g", "r", "i", "z", "y"] @@ -174,6 +177,7 @@ def _validate_saturation_configs(self): logging.error("ERROR: could not parse brightness limits. Check formatting and try again.") sys.exit("ERROR: could not parse brightness limits. Check formatting and try again.") if len(self.bright_limit) == 1: + # when only one value is given that value is saved as a float instead of in a list self.bright_limit = cast_as_float(self.bright_limit[0], "bright_limit") elif len(self.bright_limit) != 1 and len(self.bright_limit) != len(self._observing_filters): logging.error( @@ -240,7 +244,7 @@ def _validate_fov_configs(self): self._camera_circle() def _camera_footprint(self): - + """runs checks for when camera model footprint is chosen""" if self.footprint_path: PPFindFileOrExit(self.footprint_path, "footprint_path") elif self.survey_name.lower() not in ["lsst", "rubin_sim"]: @@ -259,7 +263,7 @@ def _camera_footprint(self): check_key_doesnt_exist(self.circle_radius, "circle_radius", 'but camera model is not "circle".') def _camera_circle(self): - + """runs checks for when camera model circle is chosen""" if self.fill_factor: self.fill_factor = cast_as_float(self.fill_factor, "fill_factor") if self.fill_factor < 0.0 or self.fill_factor > 1.0: @@ -351,6 +355,7 @@ class linkingfilterConfigs: """flag to see if model should run ssp linking filter""" drop_unlinked: bool = True + """Decides if unlinked objects will be dropped.""" ssp_detection_efficiency: float = 0 """ssp detection efficiency. Which fraction of the observations of an object will the automated solar system processing pipeline successfully link? Float.""" @@ -548,10 +553,10 @@ class expertConfigs: """flag for when a magnitude limit is given""" trailing_losses_on: bool = True - """flag fir trailing losses""" + """flag for trailing losses""" default_SNR_cut: bool = True - """flag fir default SNR""" + """flag for default SNR""" randomization_on: bool = True """flag for randomizing astrometry and photometry""" From 9818234f96d18b542194868eeafcf8de6f1a5225 Mon Sep 17 00:00:00 2001 From: Ryan Lyttle Date: Sun, 24 Nov 2024 16:45:59 +0000 Subject: [PATCH 16/28] Fixed demo to work for config dataclasses --- docs/notebooks/demo_UncertaintiesAndRandomization.ipynb | 9 ++++++--- 1 file changed, 6 insertions(+), 3 deletions(-) diff --git a/docs/notebooks/demo_UncertaintiesAndRandomization.ipynb b/docs/notebooks/demo_UncertaintiesAndRandomization.ipynb index bc7bee6c..caffab75 100644 --- a/docs/notebooks/demo_UncertaintiesAndRandomization.ipynb +++ b/docs/notebooks/demo_UncertaintiesAndRandomization.ipynb @@ -27,7 +27,8 @@ "import numpy as np\n", "import pandas as pd\n", "import matplotlib.pyplot as plt\n", - "from astropy.coordinates import SkyCoord" + "from astropy.coordinates import SkyCoord\n", + "from sorcha.utilities.sorchaConfigs import expertConfigs" ] }, { @@ -99,6 +100,8 @@ "outputs": [], "source": [ "configs = {'trailing_losses_on':True, 'default_SNR_cut': False}\n", + "configs = expertConfigs(**configs)\n", + "setattr(configs, \"expert\", configs)\n", "rng = PerModuleRNG(2012)" ] }, @@ -317,7 +320,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "sorcha", "language": "python", "name": "python3" }, @@ -331,7 +334,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.13" + "version": "3.10.15" } }, "nbformat": 4, From b77864475f11c1961e421296e77f237664e4b098 Mon Sep 17 00:00:00 2001 From: Ryan Lyttle Date: Mon, 25 Nov 2024 15:36:45 +0000 Subject: [PATCH 17/28] Update run.py linting file --- src/sorcha_cmdline/run.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/sorcha_cmdline/run.py b/src/sorcha_cmdline/run.py index e5abae3c..d6145893 100644 --- a/src/sorcha_cmdline/run.py +++ b/src/sorcha_cmdline/run.py @@ -141,7 +141,7 @@ def execute(args): sorchaConfigs, update_activity_subclasses, update_lc_subclasses, - main + main, ) import sys, os From d75f8639ccf38967b804a11e7ad75ce4bb2a1168 Mon Sep 17 00:00:00 2001 From: Ryan Lyttle Date: Mon, 25 Nov 2024 19:28:17 +0000 Subject: [PATCH 18/28] Updated unit tests to work with config dataclass --- src/sorcha/utilities/diffTestUtils.py | 4 +- src/sorcha/utilities/sorchaConfigs.py | 9 +- tests/data/PPConfig_goldens_test.ini | 12 +- tests/data/PPConfig_test_chunked.ini | 12 +- tests/data/PPConfig_test_unchunked.ini | 12 +- tests/data/config_for_ephemeris_unit_test.ini | 2 +- tests/data/goldens/out_end2end.csv | 232 +++-- tests/data/goldens/sorcha_ephemeris.csv | 822 +++++++++--------- tests/ephemeris/test_ephemeris_generation.py | 38 +- tests/ephemeris/test_pixdict.py | 9 +- tests/sorcha/test_PPAddUncertainty.py | 9 +- tests/sorcha/test_PPApplyFOVFilter.py | 18 +- tests/sorcha/test_PPOutput.py | 94 +- tests/sorcha/test_PPRandomizeMeasurements.py | 7 +- tests/sorcha/test_PPStats.py | 17 +- tests/sorcha/test_sorchaConfigs.py | 2 +- 16 files changed, 677 insertions(+), 622 deletions(-) diff --git a/src/sorcha/utilities/diffTestUtils.py b/src/sorcha/utilities/diffTestUtils.py index 40e7c559..2e1d4400 100644 --- a/src/sorcha/utilities/diffTestUtils.py +++ b/src/sorcha/utilities/diffTestUtils.py @@ -8,7 +8,7 @@ from sorcha.utilities.dataUtilitiesForTests import get_demo_filepath, get_test_filepath from sorcha.utilities.sorchaArguments import sorchaArguments from sorcha.modules.PPConfigParser import PPConfigFileParser - +from sorcha.utilities.sorchaConfigs import sorchaConfigs def compare_result_files(test_output, golden_output): """Compare the results in test_output to those in golden_output. @@ -147,6 +147,6 @@ def override_seed_and_run(outpath, arg_set="baseline"): # Override the random number generator seed. # WARNING: This is only acceptable in a test and should never be used for # science results. - configs = PPConfigFileParser(args.configfile, args.surveyname) + configs = sorchaConfigs(args.configfile, args.surveyname) args._rngs = PerModuleRNG(2023) runLSSTSimulation(args, configs) diff --git a/src/sorcha/utilities/sorchaConfigs.py b/src/sorcha/utilities/sorchaConfigs.py index 27f48ec6..9d34beff 100644 --- a/src/sorcha/utilities/sorchaConfigs.py +++ b/src/sorcha/utilities/sorchaConfigs.py @@ -2,6 +2,7 @@ import configparser import logging import sys +import os import numpy as np from sorcha.lightcurves.lightcurve_registration import LC_METHODS from sorcha.activity.activity_registration import CA_METHODS @@ -235,7 +236,7 @@ def __post_init__(self): def _validate_fov_configs(self): check_key_exists(self.camera_model, "camera_model") - check_value_in_list(self.camera_model, ["circle", "footprint"], "camera_model") + check_value_in_list(self.camera_model, ["circle", "footprint","none"], "camera_model") if self.camera_model == "footprint": self._camera_footprint() @@ -269,12 +270,14 @@ def _camera_circle(self): if self.fill_factor < 0.0 or self.fill_factor > 1.0: logging.error("ERROR: fill_factor out of bounds. Must be between 0 and 1.") sys.exit("ERROR: fill_factor out of bounds. Must be between 0 and 1.") - elif self.circle_radius: + + if self.circle_radius: self.circle_radius = cast_as_float(self.circle_radius, "circle_radius") if self.circle_radius < 0.0: logging.error("ERROR: circle_radius is negative.") sys.exit("ERROR: circle_radius is negative.") - elif not self.fill_factor and not self.circle_radius: + + if not self.fill_factor and not self.circle_radius: logging.error( 'ERROR: either "fill_factor" or "circle_radius" must be specified for circular footprint.' ) diff --git a/tests/data/PPConfig_goldens_test.ini b/tests/data/PPConfig_goldens_test.ini index b050eb12..7ea18e51 100644 --- a/tests/data/PPConfig_goldens_test.ini +++ b/tests/data/PPConfig_goldens_test.ini @@ -62,7 +62,7 @@ camera_model = footprint # The distance from the edge of a detector (in arcseconds on the focal plane) # at which we will not correctly extract an object. By default this is 10px or 2 arcseconds. # Comment out or do not include if not using footprint camera model. -# footprint_edge_threshold = 2. +footprint_edge_threshold = 2. # Path to camera footprint file. Uncomment to provide a path to the desired camera # detector configuration file if not using the default built-in LSSTCam detector @@ -119,22 +119,22 @@ SSP_night_start_utc = 16.0 # Configs for running the ASSIST+REBOUND ephemerides generator. # the field of view of our search field, in degrees -ar_ang_fov = 1.8 +#ar_ang_fov = 1.8 # the buffer zone around the field of view we want to include, in degrees -ar_fov_buffer = 0.2 +#ar_fov_buffer = 0.2 # the "picket" is our imprecise discretization of time that allows us to move progress # our simulations forward without getting too granular when we don't have to. # the unit is number of days. -ar_picket = 1 +#ar_picket = 1 # the obscode is the MPC observatory code for the provided telescope. -ar_obs_code = X05 +#ar_obs_code = X05 # the order of healpix which we will use for the healpy portions of the code. # the nside is equivalent to 2**ar_healpix_order -ar_healpix_order = 6 +#ar_healpix_order = 6 [OUTPUT] diff --git a/tests/data/PPConfig_test_chunked.ini b/tests/data/PPConfig_test_chunked.ini index c0d96fc4..522a427e 100644 --- a/tests/data/PPConfig_test_chunked.ini +++ b/tests/data/PPConfig_test_chunked.ini @@ -62,7 +62,7 @@ camera_model = footprint # The distance from the edge of a detector (in arcseconds on the focal plane) # at which we will not correctly extract an object. By default this is 10px or 2 arcseconds. # Comment out or do not include if not using footprint camera model. -# footprint_edge_threshold = 2. +footprint_edge_threshold = 2. # Path to camera footprint file. Uncomment to provide a path to the desired camera # detector configuration file if not using the default built-in LSSTCam detector @@ -116,22 +116,22 @@ fading_function_on = False # Configs for running the ASSIST+REBOUND ephemerides generator. # the field of view of our search field, in degrees -ar_ang_fov = 1.8 +#ar_ang_fov = 1.8 # the buffer zone around the field of view we want to include, in degrees -ar_fov_buffer = 0.2 +#ar_fov_buffer = 0.2 # the "picket" is our imprecise discretization of time that allows us to move progress # our simulations forward without getting too granular when we don't have to. # the unit is number of days. -ar_picket = 1 +#ar_picket = 1 # the obscode is the MPC observatory code for the provided telescope. -ar_obs_code = X05 +#ar_obs_code = X05 # the order of healpix which we will use for the healpy portions of the code. # the nside is equivalent to 2**ar_healpix_order -ar_healpix_order = 6 +#ar_healpix_order = 6 [OUTPUT] diff --git a/tests/data/PPConfig_test_unchunked.ini b/tests/data/PPConfig_test_unchunked.ini index ff1b873b..af909cca 100644 --- a/tests/data/PPConfig_test_unchunked.ini +++ b/tests/data/PPConfig_test_unchunked.ini @@ -62,7 +62,7 @@ camera_model = footprint # The distance from the edge of a detector (in arcseconds on the focal plane) # at which we will not correctly extract an object. By default this is 10px or 2 arcseconds. # Comment out or do not include if not using footprint camera model. -# footprint_edge_threshold = 2. +footprint_edge_threshold = 2. # Path to camera footprint file. Uncomment to provide a path to the desired camera # detector configuration file if not using the default built-in LSSTCam detector @@ -116,22 +116,22 @@ fading_function_on = False # Configs for running the ASSIST+REBOUND ephemerides generator. # the field of view of our search field, in degrees -ar_ang_fov = 1.8 +#ar_ang_fov = 1.8 # the buffer zone around the field of view we want to include, in degrees -ar_fov_buffer = 0.2 +#ar_fov_buffer = 0.2 # the "picket" is our imprecise discretization of time that allows us to move progress # our simulations forward without getting too granular when we don't have to. # the unit is number of days. -ar_picket = 1 +#ar_picket = 1 # the obscode is the MPC observatory code for the provided telescope. -ar_obs_code = X05 +#ar_obs_code = X05 # the order of healpix which we will use for the healpy portions of the code. # the nside is equivalent to 2**ar_healpix_order -ar_healpix_order = 6 +#ar_healpix_order = 6 [OUTPUT] diff --git a/tests/data/config_for_ephemeris_unit_test.ini b/tests/data/config_for_ephemeris_unit_test.ini index 48067ade..5bb40187 100644 --- a/tests/data/config_for_ephemeris_unit_test.ini +++ b/tests/data/config_for_ephemeris_unit_test.ini @@ -86,7 +86,7 @@ camera_model = footprint # The distance from the edge of a detector (in arcseconds on the focal plane) # at which we will not correctly extract an object. By default this is 10px or 2 arcseconds. # Comment out or do not include if not using footprint camera model. -# footprint_edge_threshold = 2. +footprint_edge_threshold = 2. # Path to camera footprint file. Uncomment to provide a path to the desired camera # detector configuration file if not using the default built-in LSSTCam detector diff --git a/tests/data/goldens/out_end2end.csv b/tests/data/goldens/out_end2end.csv index 18d13798..43e41e40 100644 --- a/tests/data/goldens/out_end2end.csv +++ b/tests/data/goldens/out_end2end.csv @@ -25,7 +25,7 @@ ObjID,fieldMJD_TAI,fieldRA_deg,fieldDec_deg,RA_deg,Dec_deg,astrometricSigma_deg, 2011_OB60,60239.04738474084,3.396507175104697,-11.552172886918086,1.7303551717702703,-11.993377053874811,1.9471555962043496e-05,z,22.558140883764924,0.14482253058987946,22.87953719355813,0.8462067356394004,5395684227.553597,14.968992625656504,5520896726.295184 2011_OB60,60239.04783349029,1.1090126866846501,-13.16953641621234,1.7303569540370063,-11.993371653527733,1.7698789439208342e-05,z,22.55993072465563,0.13414913104079823,22.969753072959445,0.8462162815231381,5395684808.278844,14.970193404368956,5520896710.074014 2010_TU149,60239.13295430254,8.979271113030851,-0.4577226732392146,8.859824059400069,0.1785152478967726,7.963232536586732e-06,z,21.22790443722556,0.06081379937560344,23.020514613593896,13.051242279267116,81966314.84621264,-14.69742064606288,227607593.4176932 -2011_OB60,60247.02459203992,2.081139501992465,-13.357190304617044,1.6010389155562166,-12.034750805729004,1.0896096908748223e-05,i,22.55635182698874,0.10023311562498631,23.343562399027505,1.007751169059272,5407281179.483102,18.28584460544449,5520609140.674831 +2011_OB60,60247.02459203992,2.081139501992465,-13.357190304617044,1.6010389155562166,-12.034750805729004,1.0896096908748223e-05,i,22.55635182698874,0.10023311562498631,23.343562399027505,1.007751169059272,5407281179.483102,18.285844605444492,5520609140.674831 2011_OB60,60247.02548890266,1.498300217977258,-10.378027460672737,1.601029945582468,-12.03471009963782,1.2296315124241606e-05,i,22.58528442127121,0.10980949768838427,23.23702061271996,1.007768788783456,5407282595.164843,18.28820146860969,5520609108.441719 2010_TU149,60247.02958967118,0.18781588756128909,-4.301628902215135,0.8260555708574202,-3.171709240363076,5.986046696997197e-06,i,20.810938282840734,0.045629484693623906,23.129287193065544,24.70404579420064,73466815.72148016,-10.426249800980132,212121946.6889457 2011_OB60,60247.04849606629,2.081139501992465,-13.357190304617044,1.6006798410202236,-12.034849006454136,1.6969782384420735e-05,z,22.789421443765697,0.14768051103560265,22.879098373457673,1.0082212928617311,5407319011.494508,18.35039159778136,5520608280.747081 @@ -37,7 +37,7 @@ ObjID,fieldMJD_TAI,fieldRA_deg,fieldDec_deg,RA_deg,Dec_deg,astrometricSigma_deg, 2010_TC209,60249.25836338381,36.473698796887604,22.874725021973813,36.4600082547384,24.212285764052993,5.206499593406588e-06,i,20.26497548755574,0.031136350387154194,22.470030037603404,4.902659658464351,153842663.15844932,-0.3017287117867029,301197751.14793897 2010_TC209,60249.28207255997,36.473698796887604,22.874725021973813,36.45181973791932,24.215331948177262,8.193990291407775e-06,z,20.304309442084527,0.044774149574209166,21.934573446980718,4.899566415822822,153842105.21619314,-0.2436980918162964,301197327.66420525 2010_TC209,60250.07612842004,35.7223990519031,22.959346315419786,36.190067437291475,24.31831978824276,4.882145310030122e-06,g,21.027312110396085,0.021028954689742144,23.710814243354903,4.822674862628944,153823581.48618832,-0.3279150362048824,301183987.8071408 -2010_TC209,60250.10072229319,35.7223990519031,22.959346315419786,36.18157608547119,24.321555775079055,5.576744511767424e-06,r,20.49537400972639,0.021088995592861457,23.119274973573184,4.821141533085555,153822945.16355526,-0.2701692115490905,301183600.7888398 +2010_TC209,60250.10072229319,35.7223990519031,22.959346315419786,36.18157608547119,24.32155577507906,5.576744511767424e-06,r,20.49537400972639,0.021088995592861457,23.119274973573184,4.821141533085555,153822945.16355526,-0.2701692115490905,301183600.7888398 2010_TC209,60260.1266108956,33.09729995684994,24.04547440857858,32.89618240551948,25.445492214431574,3.365577344439088e-06,r,20.604429564091074,0.014116902664468883,23.80464672433734,7.345792889973126,155670329.60822412,4.284240682969953,301156823.0260099 2010_TC209,60260.15036149417,33.09729995684994,24.04547440857858,32.888417660228356,25.447784820359857,3.695999526330653e-06,i,20.386642612650984,0.0177409424147913,23.301163983629216,7.3567104263927074,155679187.37717006,4.348744282125642,301157069.93818843 2011_OB60,60262.09663342632,2.842056127317618,-11.320906105966378,1.4041134361663126,-12.078932075306067,1.282976934007034e-05,g,23.158472413849392,0.07652124951711366,24.286155172150547,1.2668113261413927,5434921230.248372,23.85408369178086,5520069116.528233 @@ -47,9 +47,9 @@ ObjID,fieldMJD_TAI,fieldRA_deg,fieldDec_deg,RA_deg,Dec_deg,astrometricSigma_deg, 2011_OB60,60285.02942403174,1.781391236473854,-11.264471542931517,1.2602668709132558,-12.054981076813823,9.741913507555753e-06,r,22.65233149169028,0.0744326486116818,23.88226728125134,1.4982845277624477,5487349434.092533,28.5474667050349,5519255861.417938 2011_OB60,60285.042754427785,1.781391236473854,-11.264471542931517,1.2602348833206634,-12.054907365866383,8.351800498011289e-06,i,22.525259224939337,0.07195166491146514,23.81173234206581,1.498358034794491,5487382331.818369,28.58068877810735,5519255391.667298 2011_YA42,60290.35413207059,149.52283691716417,1.6247790052620417,151.28607433592697,2.4134256757717405,1.7937812410079864e-05,i,22.120065345507548,0.12325374556324722,22.449219605752823,16.830489525652744,422335758.6425344,-21.29078266646793,486374279.0037102 -2011_YA42,60293.34656688256,151.45110102427392,1.269291094157719,151.32522142379747,2.0897738591139783,5.118941293023981e-06,i,21.791589085066143,0.04090689143403356,23.705055718929753,16.51493992234066,416909373.81114936,-20.87023451366497,487111235.8684359 +2011_YA42,60293.34656688256,151.45110102427392,1.269291094157719,151.32522142379747,2.0897738591139787,5.118941293023981e-06,i,21.791589085066143,0.04090689143403356,23.705055718929753,16.51493992234066,416909373.81114936,-20.87023451366497,487111235.8684359 2011_YA42,60294.27750360067,149.98332594654335,2.596771812678685,151.32818656966447,1.9916631718877371,7.1422891450419376e-06,i,21.823348537681106,0.05044497416271985,23.444560292672193,16.408014221606148,415245410.9031804,-20.874651386931667,487340119.7748338 -2011_YA42,60294.27792026733,149.98332594654335,2.596771812678685,151.32818141595249,1.9916298728377053,7.070810581020075e-06,i,21.791293071060622,0.05010977550405086,23.452414644504753,16.407963790250886,415244658.8485121,-20.873751134990417,487340222.25927126 +2011_YA42,60294.27792026733,149.98332594654335,2.596771812678685,151.32818141595249,1.9916298728377044,7.070810581020075e-06,i,21.791293071060622,0.05010977550405086,23.452414644504753,16.407963790250886,415244658.8485121,-20.873751134990417,487340222.25927126 2011_YA42,60294.278336934,149.98332594654335,2.596771812678685,151.3281711139329,1.9915795937855525,6.059190183297635e-06,i,21.735471681524494,0.04566926074896085,23.562338113252956,16.407913476127835,415243908.63011336,-20.87285134465665,487340324.49784684 2011_YA42,60294.27875360066,149.98332594654335,2.596771812678685,151.3281668509593,1.9915326854625928,6.044538776514751e-06,i,21.804840880731994,0.04558120156581063,23.5646137993593,16.407863037293847,415243156.64035416,-20.87194769472441,487340426.98221004 2011_YA42,60294.27917026732,149.98332594654335,2.596771812678685,151.32817393704727,1.9914983465330316,6.119368205892704e-06,i,21.839619050485517,0.04591042641675465,23.556049371923848,16.407812594787412,415242404.68402416,-20.871042353423483,487340529.46642214 @@ -57,35 +57,35 @@ ObjID,fieldMJD_TAI,fieldRA_deg,fieldDec_deg,RA_deg,Dec_deg,astrometricSigma_deg, 2011_YA42,60294.280003600645,149.98332594654335,2.596771812678685,151.32816848478524,1.9914093012885594,6.001318512427474e-06,i,21.833708149262698,0.04532021820808234,23.571385095116128,16.40771181953272,415240902.6711801,-20.86922879650831,487340734.18913877 2011_YA42,60294.28042026731,149.98332594654335,2.596771812678685,151.32816187710898,1.9913580850250199,5.987152334512163e-06,i,21.80729620433462,0.045234274467322796,23.573623748667515,16.40766136585337,415240150.8120593,-20.868318415838203,487340836.6733542 2011_YA42,60294.28083693397,149.98332594654335,2.596771812678685,151.32817159982199,1.9913114012956024,6.151165031708618e-06,i,21.827672889646394,0.045979486404647316,23.55419803422218,16.407611029519853,415239400.7890984,-20.867408555678207,487340938.91170794 -2011_YA42,60294.28125360063,149.98332594654335,2.596771812678685,151.32816127074358,1.9912664095306092,6.136573898387304e-06,i,21.87366186711137,0.04589293730472722,23.556418430684467,16.40756056848257,415238648.995613,-20.866494846473778,487341041.39584905 +2011_YA42,60294.28125360063,149.98332594654335,2.596771812678685,151.32816127074358,1.9912664095306096,6.136573898387304e-06,i,21.87366186711137,0.04589293730472722,23.556418430684467,16.40756056848257,415238648.995613,-20.866494846473778,487341041.39584905 2011_YA42,60294.28167026729,149.98332594654335,2.596771812678685,151.3281637665043,1.9912230547937826,6.213483286954735e-06,i,21.783987555767645,0.04622610958985537,23.547815220804832,16.407510103777646,415237897.2350807,-20.86557947976451,487341143.87995315 2011_YA42,60294.28208693396,149.98332594654335,2.596771812678685,151.32816124729828,1.9911866798543028,6.198798984531487e-06,i,21.80222119007583,0.04613977776632652,23.550017533506413,16.407459756475543,415237147.3106539,-20.8646646629888,487341246.1181961 2011_YA42,60294.28250360062,149.98332594654335,2.596771812678685,151.32815227792406,1.9911355851431605,6.004802352125391e-06,i,21.77086472905306,0.04522245859714183,23.573849833434302,16.40740928453029,415236395.6169557,-20.863746003812736,487341348.6021115 2011_YA42,60294.28292026728,149.98332594654335,2.596771812678685,151.3281620342089,1.9910973970909205,5.991011330108701e-06,i,21.805375987450425,0.045138770798506214,23.57603421647193,16.407358808891267,415235643.95554405,-20.86282570369396,487341451.08610463 2011_YA42,60294.28333693394,149.98332594654335,2.596771812678685,151.32815399531842,1.9910488531505333,6.437583900269991e-06,i,21.816612175562835,0.04715238087718604,23.52421881253655,16.407308450711966,415234894.1301759,-20.861905982904577,487341553.3242364 2011_YA42,60294.283753600605,149.98332594654335,2.596771812678685,151.32815813255456,1.9910163359062039,6.422371178976017e-06,i,21.862268714371133,0.04706565531986008,23.526385432436136,16.407257967838042,415234142.5351178,-20.8609824245399,487341655.80815506 -2011_YA42,60294.28417026727,149.98332594654335,2.596771812678685,151.32816514269882,1.9909642080020646,6.127171387949535e-06,i,21.827385694236874,0.04571579981077294,23.56089514587221,16.407207481357474,415233390.9733637,-20.86005724395241,487341758.29203707 +2011_YA42,60294.28417026727,149.98332594654335,2.596771812678685,151.32816514269877,1.9909642080020646,6.127171387949535e-06,i,21.827385694236874,0.04571579981077294,23.56089514587221,16.407207481357474,415233390.9733637,-20.86005724395241,487341758.29203707 2011_YA42,60294.28458693393,149.98332594654335,2.596771812678685,151.3281595791625,1.9909312576752272,6.113196664169901e-06,i,21.813127734800588,0.045632513966557264,23.563044165873357,16.407157112393396,415232641.2475854,-20.859132672061207,487341860.53005785 2011_YA42,60294.28500360059,149.98332594654335,2.596771812678685,151.32816415586552,1.990871849707318,6.987243559207287e-06,i,21.775531907552782,0.049410896703852916,23.468766605981145,16.407106618739355,415231889.7525281,-20.858204268666604,487341963.01386553 2011_YA42,60294.28542026725,149.98332594654335,2.596771812678685,151.3281516387852,1.990841089538626,6.970942113095219e-06,i,21.807183959662513,0.04932558698751659,23.470796329727662,16.407056121566278,415231138.2917897,-20.85727426188417,487342065.4975218 -2011_YA42,60294.287202674655,149.98332594654335,2.596771812678685,151.3281480191132,1.9906456237704515,6.008244393810803e-06,g,22.660864656563025,0.042939975226195,24.473978788720213,16.406840287677518,415227927.3895269,-20.85328204770504,487342503.4491918 +2011_YA42,60294.287202674655,149.98332594654335,2.596771812678685,151.3281480191132,1.9906456237704515,6.008244393810803e-06,g,22.660864656563025,0.042939975226195,24.473978788720213,16.406840287677518,415227927.3895269,-20.853282047705036,487342503.4491918 2011_YA42,60294.28761934132,149.98332594654335,2.596771812678685,151.32814499385415,1.9906023934923869,5.958442775910089e-06,g,22.66185345659002,0.042671287647878,24.481412625511727,16.40678977176542,415227176.1054388,-20.85234367793791,487342605.9327669 2011_YA42,60294.28803600798,149.98332594654335,2.596771812678685,151.32814826185722,1.9905653843216335,5.946275869524742e-06,g,22.638507518738745,0.04260253218071264,24.483317575801166,16.40673925239958,415226424.8560224,-20.851403742350342,487342708.41619 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2011_YA42,60296.28713094813,149.93573621928826,2.1204587736093248,151.31838359841782,1.78425350091187,5.420409606109537e-06,g,22.654058357496556,0.03941277619965191,24.55085281902352,16.16188605312543,411692542.1213312,-20.5053099125356,487833587.6630325 -2011_YA42,60296.2875476148,149.93573621928826,2.1204587736093248,151.31838327524872,1.7842086632900538,5.382005353452115e-06,g,22.564215975809148,0.03918848433202164,24.557639494659572,16.161831345321897,411691803.3742848,-20.50434483617408,487833689.9686368 +2011_YA42,60296.2875476148,149.93573621928826,2.1204587736093248,151.31838327524872,1.7842086632900538,5.382005353452115e-06,g,22.564215975809148,0.03918848433202164,24.557639494659572,16.161831345321897,411691803.3742848,-20.504344836174077,487833689.9686368 2011_YA42,60296.28796428146,149.93573621928826,2.1204587736093248,151.31838384119317,1.7841566916058293,5.3725896717331565e-06,g,22.645428964063356,0.03913074464547323,24.559387994824423,16.161776634125086,411691064.66203576,-20.503378271808096,487833792.2742038 2011_YA42,60296.28838094812,149.93573621928826,2.1204587736093248,151.31836769588278,1.7841254262180792,5.446713437143208e-06,g,22.739041410777844,0.03947687246669605,24.548854939064267,16.161722050791532,411690327.7564314,-20.502412549384992,487833894.3343368 2011_YA42,60296.28879761478,149.93573621928826,2.1204587736093248,151.3183648730518,1.7840804722774481,5.437207300575258e-06,g,22.631704234586927,0.03941933133408255,24.55058382704998,16.16166733290982,411689589.11467886,-20.501443032132176,487833996.6397143 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2011_YA42,60296.290880948094,149.93573621928826,2.1204587736093248,151.31832917889744,1.7838715204397158,5.151325541812765e-06,g,22.6114180421187,0.03794952618217119,24.595958685634777,16.16139395558535,411685899.9697608,-20.49657821157314,487834507.6758147 2011_YA42,60296.292663355496,149.93573621928826,2.1204587736093248,151.31830716007187,1.783691374091204,5.445377421227225e-06,i,21.814615604547242,0.04131148806204685,23.655836887183764,16.16115988535392,411682742.84517634,-20.49238549835449,487834945.1100987 @@ -178,14 +178,13 @@ ObjID,fieldMJD_TAI,fieldRA_deg,fieldDec_deg,RA_deg,Dec_deg,astrometricSigma_deg, 2011_YA42,60296.29349668882,149.93573621928826,2.1204587736093248,151.31829413026583,1.783611363975658,5.402913840251705e-06,i,21.774858493289738,0.0410588082667353,23.66312034053422,16.161050509556617,411681268.0893051,-20.49041782863484,487835149.47487426 2011_YA42,60296.29391335548,149.93573621928826,2.1204587736093248,151.31829299748745,1.7835641046590898,5.393830616003084e-06,i,21.841875235950635,0.0409992660769424,23.6648376554281,16.160995751131736,411680529.87918735,-20.48943071229467,487835251.7799029 2011_YA42,60296.29433002215,149.93573621928826,2.1204587736093248,151.31828107290994,1.7835134479504842,5.384819957061021e-06,i,21.82506805561599,0.04094007229790951,23.66654747644317,16.1609409894801,411679791.7046626,-20.48844220315769,487835354.084894 -2011_YA42,60296.29474668881,149.93573621928826,2.1204587736093248,151.31827963043946,1.7834743110801785,5.375881284495489e-06,i,21.745378172418214,0.04088122508970501,23.668249831364044,16.160886355978395,411679055.3362755,-20.48745468361075,487835456.1444527 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2011_YA42,60296.29849668877,149.93573621928826,2.1204587736093248,151.31820953035003,1.7830897686252463,4.966663114002765e-06,i,21.8596707773413,0.038605770765418344,23.73662038540584,16.160393723770248,411672419.0082258,-20.4784915251966,487836376.1509243 -2011_YA42,60296.29891335543,149.93573621928826,2.1204587736093248,151.3182200005508,1.783048012933197,4.959652270759559e-06,i,21.807162083426075,0.03855608747817992,23.738149638802483,16.1603389273827,411671681.228085,-20.47748812686544,487836478.45550054 +2011_YA42,60296.29891335543,149.93573621928826,2.1204587736093248,151.3182200005508,1.7830480129331967,4.959652270759559e-06,i,21.807162083426075,0.03855608747817992,23.738149638802483,16.1603389273827,411671681.228085,-20.47748812686544,487836478.45550054 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2011_YA42,60296.35760900239,151.72404113528685,2.9739279293341343,151.31734132232378,1.7770950211063445,7.3328503798388475e-06,i,21.884008023568345,0.061237480348290206,23.19462255764589,16.152600471762373,411568211.9859619,-20.326231058880065,487850878.2400643 @@ -195,7 +194,7 @@ ObjID,fieldMJD_TAI,fieldRA_deg,fieldDec_deg,RA_deg,Dec_deg,astrometricSigma_deg, 2011_YA42,60297.28802492802,150.15108555368673,1.945866079448642,151.30559835748255,1.6832195748258019,9.494354426348053e-06,g,22.700761370641956,0.0536481047756806,24.173022442107065,16.03180672322647,409945715.23691934,-20.31708971995269,488079035.8799013 2011_YA42,60297.28844159468,150.15108555368673,1.945866079448642,151.30557413276608,1.6831870092754548,1.0104708982962394e-05,g,22.61202100844027,0.055429436165637176,24.1346576197619,16.031749908354364,409944983.2720906,-20.31610846863735,488079138.09520894 2011_YA42,60297.28885826135,150.15108555368673,1.945866079448642,151.3055743059325,1.6831570209409876,1.0083095489616026e-05,g,22.614050805810592,0.05535116312313207,24.13630732532045,16.031693090111425,409944251.3418197,-20.315125782565666,488079240.31059194 -2011_YA42,60297.28927492801,150.15108555368673,1.945866079448642,151.3055769661363,1.6830911064245917,1.055339890137474e-05,g,22.61993498416268,0.056673815165336205,24.10859424017552,16.031636404871506,409943521.2025021,-20.31414403134162,488079342.2807579 +2011_YA42,60297.28927492801,150.15108555368673,1.945866079448642,151.3055769661363,1.683091106424592,1.055339890137474e-05,g,22.61993498416268,0.056673815165336205,24.10859424017552,16.031636404871506,409943521.2025021,-20.31414403134162,488079342.2807579 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2012_HW1,60384.40987219063,236.92354507609625,-22.941240475110256,236.1260690711094,-22.598749771681046,6.585089939138024e-06,i,22.188248697517064,0.06591825051430898,23.600820573989456,32.52962419612088,144652514.71552485,-27.719337766637643,248796669.83204135 2011_YA42,60386.10710771903,138.11928156965735,-0.9116703857709223,137.5203360941656,0.3043349996240783,4.045093160279818e-06,i,21.507173252757596,0.02959271238975221,23.813551652606222,10.70774570202862,384958446.221882,17.139209679644715,508807049.66518265 @@ -415,36 +413,34 @@ ObjID,fieldMJD_TAI,fieldRA_deg,fieldDec_deg,RA_deg,Dec_deg,astrometricSigma_deg, 2012_HW1,60395.28873221049,234.9573985625208,-18.378301204500875,235.351955822432,-18.065513441331035,9.241233738502962e-06,i,21.658945840233013,0.08132171641943234,22.860275515312885,28.822378809097483,119391329.85944109,-25.807840607129343,242296915.10526627 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2011_YA42,60399.11354463799,137.81893485097575,1.4554804769132723,136.50550664978942,0.8047364922524013,8.282324983116826e-06,i,21.939421489582525,0.058619697608913036,23.222930827102424,13.385418667619584,406666753.1159389,21.462818601525072,511634926.80836385 2011_YA42,60399.13741455051,137.81893485097575,1.4554804769132723,136.5043590022533,0.8055591287785074,1.592895299900544e-05,z,22.03659620493088,0.11656062693305877,22.752463926201983,13.389761506112167,406711081.197412,21.523985751023265,511640061.15162754 -2013_CC263,60399.19730565965,191.17180333436525,-14.995293342619753,190.84419720452448,-13.28616490765722,2.232525379391879e-05,i,22.732090572339274,0.16058393315468822,23.06512106568618,3.0708433787702845,320402033.68516874,-1.0714544259683303,468364593.03590524 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2011_YA42,60427.00534517539,135.7090978687659,1.1987798332431105,137.1993152385968,1.3740673209065428,1.0714967192741466e-05,i,22.281134118128733,0.0797664714641009,23.288954071039246,16.539804335549984,464953451.56804407,26.170830073981143,517489808.6825602 -2013_CC263,60429.09324107702,184.75354954010015,-10.907341063755748,185.2872161721241,-11.53823671829861,1.8767976602036973e-05,i,23.32645944898649,0.14978879569989262,23.588481618392255,9.32874593032974,336708082.0994518,13.13045677507898,472677492.19882303 +2013_CC263,60428.13690466541,185.99723249758665,-12.406531185486504,185.4189067244981,-11.592699195985446,2.656581721411773e-05,i,23.267608892604887,0.19105068147149407,23.27839898062801,9.043148428621205,335636356.8207693,12.837037174739304,472543187.3212035 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2011_OB60,60574.27435809689,5.345238787936747,-10.125341117759445,4.436980034451722,-11.442604591486006,1.5528138430200592e-05,i,22.432409601341842,0.12172432090211083,23.01458572495508,0.3324387391680265,5363041917.718783,-0.2239890623022055,5509883329.052096 2011_OB60,60574.29801569611,3.7756506813229733,-12.50989682237079,4.436500609783252,-11.442825531563638,2.3994973793976117e-05,z,22.52532019819052,0.16909483808530062,22.616573538339438,0.3323822963754713,5363041525.763475,-0.1602208574769282,5509882630.28992 +2011_OB60,60574.298463193634,5.345238787936747,-10.125341117759445,4.436438580734318,-11.442885394933297,2.5321216931266767e-05,z,22.17883890976323,0.1774432436170055,22.55913569870399,0.3323812402564566,5363041519.584345,-0.1590548657290185,5509882617.057359 2011_OB60,60582.21461625692,5.962442003193453,-12.16629838185981,4.279742140559449,-11.521052349145638,1.134873690359853e-05,g,23.02677540723936,0.06949838307384207,24.264099575344556,0.3785543357370989,5364154785.976036,3.702268049334649,5509649425.937796 2011_OB60,60582.21506667406,2.880986762474989,-11.255473350168435,4.27973890349881,-11.521032027128463,1.0822759840770182e-05,g,23.034560834343605,0.06562861460812797,24.330785527243815,0.3785601027776001,5364154929.946251,3.7035959765027977,5509649412.71756 2011_OB60,60582.23999612522,2.880986762474989,-11.255473350168435,4.279264411836095,-11.521272748562575,1.380071256790544e-05,r,22.509120016615505,0.07497720137511377,23.69581395058643,0.3788798902525094,5364162985.772348,3.7760214808756905,5509648680.323203 diff --git a/tests/data/goldens/sorcha_ephemeris.csv b/tests/data/goldens/sorcha_ephemeris.csv index 09bc919c..e79d7ca5 100644 --- a/tests/data/goldens/sorcha_ephemeris.csv +++ b/tests/data/goldens/sorcha_ephemeris.csv @@ 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LZ3,120615,60399.123835000006,2460399.624208019,248081183.9946455,12.278723139754966,151.40033623458865,-0.1094412992136894,16.30478016950365,0.0576699218543762,-356381566.8506141,91193766.07379976,59769064.40621314,-2.681190993055817,-17.36324149874265,-5.503719080816278,-147329794.69340366,-22783368.71324345,-9878930.222858164,4.328397750428554,-27.43087677876668,-11.724616100804315,15.581662071137268 -1992 SF17,120879,60399.24922813567,2460399.749601019,314630105.11753064,-6.868546200080341,205.352975833749,-0.1943628137620789,-10.662450968877048,0.0848638277796393,-426698895.68625087,-155477119.14762127,-68219620.92211373,4.60894328983308,-13.773063313560348,-5.149687551830422,-147280869.096248,-23080607.398816187,-10005935.76505331,4.70062743079376,-27.39968805959793,-11.721201283614926,5.668721505080834 -1992 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QM186,178704,60495.262095230486,2460495.762468,213853575.70587456,5.967504529538719,257.6976266886265,-0.2188914308255956,-24.952884291698645,-0.0122337770132711,-8554222.267145576,-325720868.53488785,-149297206.03001708,18.59977373479141,2.963312183598795,-0.4921195634324739,32758387.92945376,-136281829.9194719,-59078190.68735762,28.94362372395926,6.016942713176372,2.5046312469321066,9.806515139633774 -1998 WD8,179028,60495.42004746927,2460495.92042,312035183.5480531,-18.55152029935195,341.8573230267156,0.0123084342996438,-16.169798933697617,-0.0468161229536774,317942924.99164635,-229516869.7422816,-145940879.21570456,11.108803375689083,12.793806264999487,4.867776275081081,33151095.70530064,-136197704.2790557,-59043795.83052305,28.58038067730689,6.253398138144131,2.536062190121395,17.30542867860196 -1998 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WD8,182002,60505.25243578651,2460505.7528079967,297197785.8460983,-16.32291853147197,341.75479776187325,-0.0443673960782352,-16.74319101381217,-0.0696322663948752,327170539.74653566,-218499914.80061784,-141710812.99142453,10.611764218027966,13.138899191646145,5.08936197376973,56880354.04715053,-129396671.73883551,-56093341.04621847,27.43490930475751,10.39855230197997,4.390550852429262,15.01965504945004 -1998 WD8,182051,60505.27667949025,2460505.777051997,297163657.57854444,-16.262544501466675,341.75366690638697,-0.0449432011044013,-16.744876591488318,-0.0694156749674203,327192767.92023546,-218472390.6252953,-141700151.25525287,10.610520155130317,13.13972975478606,5.089900699105135,56937771.0554451,-129374834.0565997,-56084139.50185095,27.38572086463472,10.450908707167285,4.395077338092093,15.013183452306851 -1998 WD8,182052,60505.27712950303,2460505.7775019966,297163025.32265645,-16.26138980607818,341.753645784215,-0.0449525361148192,-16.744907827578704,-0.0694114847218984,327193180.478936,-218471879.7249489,-141699953.3491245,10.610497062882034,13.139745170145329,5.089910698175411,56938835.79267165,-129374427.70792288,-56083968.61972185,27.38474866392758,10.451814441460616,4.39516149046572,15.013063223646002 -1992 SF17,183914,60509.95939686034,2460510.459768995,454711107.9710628,24.305667978013364,199.45433333677224,0.1727015454992639,-7.352122580736666,-0.0670366650793096,-357508020.7753299,-275077601.8837412,-112323098.06472546,9.679750247985362,-10.99597328085379,-3.984929196300348,67717381.12924069,-124878701.384971,-54135130.43972176,26.382543276611717,11.728878500078851,5.232742568689372,18.989842269099324 -1992 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QM186,189904,60527.12754119473,2460527.62791399,244026515.82486737,15.255927595145796,254.02011650974947,0.0087443321529086,-25.416270853941,-0.0164856614043997,42554769.98143866,-313959099.7702537,-148981127.69778973,18.45721229068623,5.595883960370749,0.7356920578411147,103233065.65789032,-102067985.2818781,-44246985.88959304,21.73943751123668,18.62629358771389,8.017586891423697,21.398645575122284 -2000 QM186,189954,60527.15171080865,2460527.6520829904,244058424.61212915,15.303212561000764,254.02036317168375,0.0097158870017685,-25.416664343986987,-0.0160845253371023,42593310.10942429,-313947412.9144909,-148979590.4979953,18.45693727107706,5.597911173659184,0.7366540430889392,103278429.6829173,-102029021.97646,-44230239.81389291,21.707069532353824,18.69066336424941,8.02116990952181,21.40484511630355 -2000 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WD8,190303,60527.32007870435,2460527.82045099,273558230.05879456,-8.029870334646777,339.4474820834075,-0.1619453654916461,-18.640291470057228,-0.0964358461202743,346301572.43116635,-192753908.21629065,-131549618.07881762,9.443293994339523,13.85221519439428,5.563373489337412,103591557.417226,-101754695.3760344,-44113372.12047964,21.304506143367067,18.96303826433864,8.046519737394634,8.110325976946273 -1998 WD8,192063,60529.21821533509,2460529.71858799,272288161.4012939,-7.433945852617916,339.12957882710367,-0.1698368940261961,-18.82523535961581,-0.0982262642406198,347841801.4017226,-190477393.85215983,-130633989.6102526,9.3395274647567,13.909491587545048,5.602561507993218,107028658.02907312,-98662215.77807464,-42771336.03374796,20.871372445715608,19.51078840932541,8.317711981333133,7.451513939766808 -1998 WD8,192113,60529.241934032696,2460529.7423069896,272272994.5124276,-7.367726783478647,339.12531857934266,-0.1701445892472581,-18.82756116347561,-0.0978851567766636,347860940.23801875,-190448887.39854616,-130622507.37672614,9.338227652725529,13.910203136666082,5.603049557780166,107071370.29133438,-98622189.95840684,-42754286.82519604,20.81212519719653,19.55045150665084,8.321170389195533,7.443120734430907 -2001 SF198,192568,60529.98951572502,2460530.4898879896,288738901.57533216,20.80720378236376,240.89877166143464,0.1404513483638517,-11.58147755156972,-0.0929051033276376,-29182795.331275657,-344529339.4634137,-100180963.21291432,18.487254673581624,-1.5978386933942972,-1.060726455487176,108387443.7664504,-97376871.507426,-42213384.509053245,20.712803248663985,19.246783351797244,8.425268053726661,23.97547855525533 -2001 SF198,192618,60530.01341784297,2460530.513789989,288781935.2839796,20.8681082241624,240.90220106118855,0.1406861302418822,-11.583695841545056,-0.0927108643028616,-29144619.17388509,-344532636.8923632,-100183152.99353224,18.487425907105724,-1.5958148462110189,-1.0601379965464288,108430236.15599713,-97337059.8478678,-42195981.85230913,20.72855307141389,19.309855459240023,8.428524543752717,23.97777396654258 -2000 QM186,193835,60531.13038164903,2460531.6307539893,249351935.93467277,15.95821302731922,254.15603551311187,0.0396391044264578,-25.493695348672237,-0.0179802853365767,48929492.13435648,-311965777.86612874,-148699088.71874645,18.408044968475917,5.93210869018582,0.8955977524417009,110378639.48174997,-95443383.68314576,-41375079.00089995,20.312651887503627,19.95953796668064,8.581876640114144,22.342262124612507 -2000 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QM186,196198,60543.13721034336,2460543.637582986,266482492.95876637,17.44977134281804,255.34098003440903,0.1257976796307586,-25.76301678499992,-0.021750405591258,67930993.06008673,-305287141.0871856,-147518642.00403225,18.2159624623539,6.945517681816304,1.3819511209896893,128665328.8243574,-73105181.1049634,-31692060.548800018,15.511871738066402,23.370743306061605,10.021148029169003,24.51385662740689 -2000 QM186,196950,60544.03954102843,2460544.539913986,267821856.2257437,17.353623084174586,255.47514888275936,0.1291550358014569,-25.78526555171206,-0.0235317514769662,69350385.76883204,-304742712.2849953,-147409470.02157757,18.19876545664061,7.02191104142166,1.4188851391777562,129832038.59438612,-71295266.63673204,-30907081.78857501,15.213733645747402,23.364732871701225,10.114236442326597,24.639101386782222 -2000 QM186,197000,60544.06401857104,2460544.564390986,267858614.36572823,17.407112373886335,255.4786676429929,0.1297593311866636,-25.78583593607251,-0.023079034431,69388870.01978256,-304727860.9259442,-147406468.45852432,18.19829349773933,7.02398367845753,1.4198877382182675,129864193.998246,-71245783.3927297,-30885689.408597898,15.194381167076711,23.431844482178946,10.116758390057624,24.642615448496063 -1998 WD8,197182,60544.24833628226,2460544.748708986,267186282.0939789,-0.3622602154644287,336.1756098405738,-0.2071747407187379,-20.24063065978635,-0.0860602785416396,359428882.5535762,-172130519.72843823,-123161161.77185874,8.50069395697317,14.33944421325429,5.903519055706459,130103496.96020916,-70869340.1086815,-30724424.682797723,14.798426328748327,23.78209401986652,10.13630678240722,3.4931099691303924 -1998 WD8,197232,60544.27091212456,2460544.771284986,267185636.2984557,-0.3002767887394888,336.1706280145192,-0.2068832976675055,-20.242569209014487,-0.0856776737356647,359445462.4890695,-172102549.06124482,-123149646.12499666,8.499411688423537,14.340058096474737,5.903958346269969,130132297.63465768,-70822938.56278938,-30704650.77129917,14.731991273210774,23.794069345101104,10.138739542621533,3.491885335440293 -1998 WD8,197272,60544.289593986105,2460544.789965986,267185191.6739864,-0.2510325929385942,336.16651209638974,-0.2065353692696538,-20.24416690309515,-0.0853749567863197,359459180.0222099,-172079403.22568634,-123140116.60743766,8.498350598426601,14.340565994103669,5.904321817205544,130156030.99092844,-70784530.22859257,-30688284.831612725,14.67668422624498,23.797840025093016,10.140752678260002,3.4908898286593875 -1998 WD8,197301,60545.30498079835,2460545.8053529854,267168907.6453846,0.2647088225529534,335.9494766554896,-0.2068849038431117,-20.33125928376372,-0.0835222780697283,360202204.14110106,-170820104.6744208,-122621268.05016766,8.440609094854898,14.368072383815436,5.924037679629298,131426942.17632245,-68720977.43518567,-29794154.864625808,14.194556638502718,24.027123006258773,10.242842512898411,3.46761828275758 -1998 WD8,197351,60545.328949925,2460545.8293219856,267169514.34106663,0.32030443674956,335.9441969054186,-0.2061922113217216,-20.33325707543305,-0.0831818469832161,360219682.5508431,-170790348.88188094,-122608999.36352536,8.439244476305996,14.368719321089904,5.924502131399754,131456266.13784508,-68671228.1902541,-29772940.1329459,14.125559250402237,24.016912260727697,10.245359774380423,3.467621142325557 -2000 QM186,200531,60549.0432418313,2460549.543613985,275359357.32628715,17.75523380341645,256.32123340905974,0.1612881879025534,-25.910695275668647,-0.0241998290611681,77195890.60992305,-301615545.8708351,-146751682.64616877,18.096238514125268,7.445955065428754,1.6246046218368937,135766591.402941,-60961318.88463409,-26427987.10188013,13.015801288721493,24.51357449218164,10.594074628485997,25.249151126220813 -2000 QM186,200581,60549.06792710815,2460549.568299985,275397283.5033082,17.80627457142816,256.3256690042129,0.1619734401123754,-25.9112873148957,-0.0237718585176527,77234484.67875333,-301599663.32225853,-146748216.69390076,18.09570238159472,7.448048615056602,1.625623271876416,135794325.48087594,-60908964.263419546,-26405388.935870346,12.988970922388248,24.579127986370192,10.596307924661692,25.25195951537667 -1998 WD8,201564,60550.087518927896,2460550.5878909845,267655922.8944801,2.076125203962207,334.92190710151993,-0.2072492102062009,-20.71758405987361,-0.0778167396804273,363633492.9966321,-164856707.8573162,-120154372.6459758,8.166892178845217,14.494979623232489,6.015830146865981,136885487.52124083,-58745883.05412752,-25467900.893064644,12.505629938737082,24.83629855381824,10.685572839610948,4.022206492178083 -2001 SF198,203183,60561.00651885256,2460561.506890983,346160181.70195967,21.697068077716494,248.0128130722474,0.2839697906539717,-14.554552283904366,-0.0926087955068954,20485864.96145105,-345291038.42007464,-101994472.554558,18.520386129195057,1.0279752600928496,-0.2911858047046295,145928887.28822425,-34608646.06799629,-15003837.266340507,7.359910793269912,26.427156421703238,11.42945992311358,24.51622979501358 -2000 QM186,203197,60561.01288332519,2460561.5132559827,293845315.77427524,18.1652572837102,259.028762399183,0.2304131855465929,-26.21801827877037,-0.0240730836707644,95762851.51631078,-293390345.208504,-144814885.84690568,17.80065693454015,8.461930892634832,2.1224803201238718,145932933.18095383,-34594108.24777044,-14997551.706928557,7.354032714010176,26.44377980673288,11.42978067686026,26.147314141323708 -2001 SF198,203233,60561.0306911931,2460561.5310639828,346205548.91027415,21.744770950475807,248.0199122457585,0.2845601230090336,-14.556788565736012,-0.0924175610487572,20524542.730869856,-345288889.4690291,-101995080.03593476,18.520264826107923,1.0300156813367127,-0.2905831189729181,145944233.57380378,-34553386.17961687,-14979965.023640674,7.334230765279562,26.489551796914174,11.43068539825251,24.51527481520521 -2000 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QM186,213846,60576.07931101434,2460576.5796839814,317242321.4077739,18.107759188470197,263.63090493546804,0.3043576420407845,-26.558088339213963,-0.0164803791949374,118635951.71199612,-281544041.30958486,-141639017.0410746,17.323962744492807,9.738956299126384,2.758788287881379,150115087.705035,471915.57365500904,201578.53210988647,-0.3169125549912178,27.530497533351152,11.799701731964884,26.32230120336563 diff --git a/tests/ephemeris/test_ephemeris_generation.py b/tests/ephemeris/test_ephemeris_generation.py index 48916573..844cf6ac 100644 --- a/tests/ephemeris/test_ephemeris_generation.py +++ b/tests/ephemeris/test_ephemeris_generation.py @@ -10,7 +10,7 @@ from sorcha.ephemeris.simulation_driver import create_ephemeris, write_out_ephemeris_file from sorcha.modules.PPReadPointingDatabase import PPReadPointingDatabase from sorcha.ephemeris.simulation_setup import precompute_pointing_information - +from sorcha.utilities.sorchaConfigs import sorchaConfigs ,inputConfigs from sorcha.readers.CombinedDataReader import CombinedDataReader from sorcha.readers.EphemerisReader import EphemerisDataReader @@ -123,14 +123,14 @@ def test_ephemeris_end2end(single_synthetic_pointing, tmp_path): pplogger = PPGetLogger(cmd_args_dict["outpath"], "test_log") args = sorchaArguments(cmd_args_dict) - configs = PPConfigFileParser( + configs = sorchaConfigs( args.configfile, args.surveyname, ) - configs["seed"] = 24601 + #configs["seed"] = 24601 filterpointing = PPReadPointingDatabase( - args.pointing_database, configs["observing_filters"], configs["pointing_sql_query"], "rubin_sim" + args.pointing_database, configs.filters.observing_filters, configs.input.pointing_sql_query, "rubin_sim" ) filterpointing = precompute_pointing_information(filterpointing, args, configs) @@ -165,7 +165,15 @@ class args(object): cmd_args = args() - configs = {"eph_format": "csv"} + correct_inputs = { + "ephemerides_type": "ar", + "eph_format": "csv", + "size_serial_chunk": 5000, + "aux_format": "whitespace", + "pointing_sql_query": "SELECT observationId, observationStartMJD as observationStartMJD_TAI, visitTime, visitExposureTime, filter, seeingFwhmGeom as seeingFwhmGeom_arcsec, seeingFwhmEff as seeingFwhmEff_arcsec, fiveSigmaDepth as fieldFiveSigmaDepth_mag , fieldRA as fieldRA_deg, fieldDec as fieldDec_deg, rotSkyPos as fieldRotSkyPos_deg FROM observations order by observationId", +} + configs = inputConfigs(**correct_inputs) + setattr(configs,"input", configs) out_path = os.path.join(tmp_path, "test_ephem_out") @@ -195,7 +203,15 @@ class args(object): cmd_args = args() - configs = {"eph_format": "whitespace"} + correct_inputs = { + "ephemerides_type": "ar", + "eph_format": "whitespace", + "size_serial_chunk": 5000, + "aux_format": "whitespace", + "pointing_sql_query": "SELECT observationId, observationStartMJD as observationStartMJD_TAI, visitTime, visitExposureTime, filter, seeingFwhmGeom as seeingFwhmGeom_arcsec, seeingFwhmEff as seeingFwhmEff_arcsec, fiveSigmaDepth as fieldFiveSigmaDepth_mag , fieldRA as fieldRA_deg, fieldDec as fieldDec_deg, rotSkyPos as fieldRotSkyPos_deg FROM observations order by observationId", +} + configs = inputConfigs(**correct_inputs) + setattr(configs,"input", configs) out_path = os.path.join(tmp_path, "test_ephem_out_whitespace") @@ -225,7 +241,15 @@ class args(object): cmd_args = args() - configs = {"eph_format": "hdf5"} + correct_inputs = { + "ephemerides_type": "ar", + "eph_format": "hdf5", + "size_serial_chunk": 5000, + "aux_format": "whitespace", + "pointing_sql_query": "SELECT observationId, observationStartMJD as observationStartMJD_TAI, visitTime, visitExposureTime, filter, seeingFwhmGeom as seeingFwhmGeom_arcsec, seeingFwhmEff as seeingFwhmEff_arcsec, fiveSigmaDepth as fieldFiveSigmaDepth_mag , fieldRA as fieldRA_deg, fieldDec as fieldDec_deg, rotSkyPos as fieldRotSkyPos_deg FROM observations order by observationId", +} + configs = inputConfigs(**correct_inputs) + setattr(configs,"input", configs) out_path = os.path.join(tmp_path, "test_ephem_out_h5") diff --git a/tests/ephemeris/test_pixdict.py b/tests/ephemeris/test_pixdict.py index 7d22debb..ac8331bd 100644 --- a/tests/ephemeris/test_pixdict.py +++ b/tests/ephemeris/test_pixdict.py @@ -11,11 +11,12 @@ generate_simulations, furnish_spiceypy, ) + from sorcha.ephemeris.pixel_dict import PixelDict from sorcha.ephemeris.simulation_parsing import Observatory from sorcha.ephemeris.simulation_geometry import ecliptic_to_equatorial, vec2ra_dec from sorcha.ephemeris.simulation_constants import SPEED_OF_LIGHT, AU_KM - +from sorcha.utilities.sorchaConfigs import sorchaConfigs def test_pixeldict(tmp_path): # this test function will test out a bunch of different things inside @@ -66,14 +67,14 @@ def test_pixeldict(tmp_path): args = sorchaArguments(cmd_args_dict) - configs = PPConfigFileParser( + configs = sorchaConfigs( args.configfile, args.surveyname, ) - configs["seed"] = 24601 + #configs["seed"] = 24601 filterpointing = PPReadPointingDatabase( - args.pointing_database, configs["observing_filters"], configs["pointing_sql_query"], "rubin_sim" + args.pointing_database, configs.filters.observing_filters, configs.input.pointing_sql_query, "rubin_sim" ) filterpointing = precompute_pointing_information(filterpointing, args, configs) diff --git a/tests/sorcha/test_PPAddUncertainty.py b/tests/sorcha/test_PPAddUncertainty.py index 15b87ddd..97eefc80 100644 --- a/tests/sorcha/test_PPAddUncertainty.py +++ b/tests/sorcha/test_PPAddUncertainty.py @@ -22,7 +22,7 @@ import numpy as np import pandas as pd from numpy.testing import assert_almost_equal, assert_equal - +from sorcha.utilities.sorchaConfigs import sorchaConfigs, expertConfigs from sorcha.modules.PPModuleRNG import PerModuleRNG @@ -105,6 +105,8 @@ def test_addUncertainties(): ) configs = {"trailing_losses_on": True, "default_SNR_cut": False} + configs = expertConfigs(**configs) + setattr(configs, "expert",configs) rng = PerModuleRNG(2021) @@ -145,7 +147,8 @@ def test_uncertainties(): ) configs = {"trailing_losses_on": False} - + configs = expertConfigs(**configs) + setattr(configs, "expert",configs) ast_sig_deg, photo_sig, SNR = uncertainties(observations, configs) assert_almost_equal(ast_sig_deg[0], 0.000004, decimal=6) @@ -153,6 +156,8 @@ def test_uncertainties(): assert_almost_equal(SNR[0], 67.673075, decimal=6) configs_trail = {"trailing_losses_on": True} + configs_trail = expertConfigs(**configs_trail) + setattr(configs_trail, "expert",configs_trail) ast_sig_deg_T, photo_sig_T, SNR_T = uncertainties(observations, configs_trail) diff --git a/tests/sorcha/test_PPApplyFOVFilter.py b/tests/sorcha/test_PPApplyFOVFilter.py index a39cb246..6ccbf23a 100644 --- a/tests/sorcha/test_PPApplyFOVFilter.py +++ b/tests/sorcha/test_PPApplyFOVFilter.py @@ -4,7 +4,7 @@ from sorcha.modules.PPModuleRNG import PerModuleRNG from sorcha.utilities.dataUtilitiesForTests import get_test_filepath - +from sorcha.utilities.sorchaConfigs import sorchaConfigs, fovConfigs def test_PPSimpleSensorArea(): from sorcha.modules.PPApplyFOVFilter import PPSimpleSensorArea @@ -58,7 +58,8 @@ def test_PPApplyFOVFilters(): "fill_factor": None, "footprint_edge_threshold": None, } - + configs = fovConfigs(**configs) + setattr(configs, "fov", configs) new_obs = PPApplyFOVFilter(observations, configs, rng) expected = [897478, 897521, 901987, 902035, 907363, 907416, 907470] @@ -70,6 +71,8 @@ def test_PPApplyFOVFilters(): "circle_radius": None, "footprint_edge_threshold": None, } + configs = fovConfigs(**configs) + setattr(configs, "fov", configs) new_obs = PPApplyFOVFilter(observations, configs, rng) expected = [894816, 894838, 897478, 897521, 901987, 902035, 907363, 907416, 907470, 909426] @@ -79,9 +82,11 @@ def test_PPApplyFOVFilters(): configs = { "camera_model": "footprint", "footprint_path": get_test_filepath("detectors_corners.csv"), - "footprint_edge_threshold": None, + "footprint_edge_threshold": 2, } - footprint = Footprint(configs["footprint_path"]) + configs = fovConfigs(**configs) + setattr(configs, "fov", configs) + footprint = Footprint(configs.fov.footprint_path) new_obs = PPApplyFOVFilter(observations, configs, rng, footprint=footprint) expected_ids = [ @@ -96,9 +101,10 @@ def test_PPApplyFOVFilters(): 130.0, 130.0, ] - assert set(new_obs["detectorID"].values) == set(expected_ids) - + configs = {"camera_model": "none"} + configs = fovConfigs(**configs) + setattr(configs, "fov", configs) new_obs = PPApplyFOVFilter(observations, configs, rng) assert len(new_obs) == 10 diff --git a/tests/sorcha/test_PPOutput.py b/tests/sorcha/test_PPOutput.py index fcd1cfc0..e1d91c8c 100644 --- a/tests/sorcha/test_PPOutput.py +++ b/tests/sorcha/test_PPOutput.py @@ -5,10 +5,10 @@ import pytest from numpy.testing import assert_equal -from sorcha.utilities.dataUtilitiesForTests import get_test_filepath +from sorcha.utilities.dataUtilitiesForTests import get_test_filepath, get_demo_filepath from sorcha.utilities.sorchaArguments import sorchaArguments from sorcha.modules.PPOutput import PPWriteOutput - +from sorcha.utilities.sorchaConfigs import outputConfigs, linkingfilterConfigs, sorchaConfigs # some global variables used by tests observations = pd.read_csv(get_test_filepath("test_input_fullobs.csv"), nrows=1) @@ -53,15 +53,13 @@ def test_PPOutWriteHDF5(tmp_path): def test_PPWriteOutput_csv(tmp_path): args.outpath = tmp_path args.outfilestem = "PPOutput_test_out" + config_file_location = get_demo_filepath("sorcha_config_demo.ini") + configs = sorchaConfigs(config_file_location,"rubin_sim") + configs.output.magnitude_decimals = 3 + configs.output.position_decimals = 7 + configs.linkingfilter.ssp_linking_on = False + configs.linkingfilter.drop_unlinked = True - configs = { - "output_columns": "basic", - "position_decimals": 7, - "magnitude_decimals": 3, - "output_format": "csv", - "SSP_linking_on": False, - "drop_unlinked": True, - } expected = np.array( [ @@ -96,15 +94,15 @@ def test_PPWriteOutput_sql(tmp_path): args.outpath = tmp_path args.outfilestem = "PPOutput_test_out" + config_file_location = get_demo_filepath("sorcha_config_demo.ini") + configs = sorchaConfigs(config_file_location,"rubin_sim") + configs.output.magnitude_decimals = 3 + configs.output.position_decimals = 7 + configs.linkingfilter.ssp_linking_on = False + configs.linkingfilter.drop_unlinked = True + configs.output.output_format = "sqlite3" + - configs = { - "output_columns": "basic", - "position_decimals": 7, - "magnitude_decimals": 3, - "output_format": "sqlite3", - "SSP_linking_on": False, - "drop_unlinked": True, - } expected = np.array( [ @@ -148,15 +146,11 @@ def test_PPWriteOutput_sql(tmp_path): def test_PPWriteOutput_all(tmp_path): # additional test to ensure that "all" output option and no rounding works - - configs = { - "output_columns": "all", - "position_decimals": None, - "magnitude_decimals": None, - "output_format": "csv", - "SSP_linking_on": False, - "drop_unlinked": True, - } + config_file_location = get_demo_filepath("sorcha_config_demo.ini") + configs = sorchaConfigs(config_file_location,"rubin_sim") + configs.linkingfilter.ssp_linking_on = False + configs.linkingfilter.drop_unlinked = True + configs.output.output_columns = "all" args.outpath = tmp_path args.outfilestem = "PPOutput_test_all" @@ -233,14 +227,20 @@ def test_PPWriteOutput_all(tmp_path): def test_PPWriteOutput_custom(tmp_path): - configs = { - "output_columns": ["ObjID", "fieldMJD_TAI"], + + config_file_location = get_demo_filepath("sorcha_config_demo.ini") + configs = sorchaConfigs(config_file_location,"rubin_sim") + configs.output.magnitude_decimals = 3 + configs.output.position_decimals = 7 + configs.linkingfilter.ssp_linking_on = False + configs.linkingfilter.drop_unlinked = True + out_dict = { + "output_format": "csv", + "output_columns": "ObjID , fieldMJD_TAI", "position_decimals": 7, "magnitude_decimals": 3, - "output_format": "csv", - "SSP_linking_on": False, - "drop_unlinked": True, } + configs.output = outputConfigs(**out_dict) args.outpath = tmp_path args.outfilestem = "PPOutput_test_multi" @@ -255,7 +255,19 @@ def test_PPWriteOutput_custom(tmp_path): # and now we test the error message - configs["output_columns"] = ["ObjID", "fieldMJD_TAI", "dummy_column"] + configs = sorchaConfigs(config_file_location,"rubin_sim") + configs.output.magnitude_decimals = 3 + configs.output.position_decimals = 7 + configs.linkingfilter.ssp_linking_on = False + configs.linkingfilter.drop_unlinked = True + out_dict = { + "output_format": "csv", + "output_columns": "ObjID , fieldMJD_TAI, dummy_column", + "position_decimals": 7, + "magnitude_decimals": 3, + } + configs.output = outputConfigs(**out_dict) + with pytest.raises(SystemExit) as e: PPWriteOutput(args, configs, observations, 10) @@ -274,16 +286,14 @@ def test_PPWriteOutput_linking_col(tmp_path): observations_linktest["object_linked"] = [True] - configs = { - "output_columns": "basic", - "position_decimals": 7, - "magnitude_decimals": 3, - "output_format": "csv", - "SSP_linking_on": True, - "drop_unlinked": False, - } + config_file_location = get_demo_filepath("sorcha_config_demo.ini") + configs = sorchaConfigs(config_file_location,"rubin_sim") + configs.output.magnitude_decimals = 3 + configs.output.position_decimals = 7 + configs.linkingfilter.ssp_linking_on = True + configs.linkingfilter.drop_unlinked = False + PPWriteOutput(args, configs, observations_linktest, 10) csv_test_in = pd.read_csv(os.path.join(tmp_path, "PPOutput_test_linking.csv")) - assert "object_linked" in csv_test_in.columns diff --git a/tests/sorcha/test_PPRandomizeMeasurements.py b/tests/sorcha/test_PPRandomizeMeasurements.py index 4576649b..777e6cc2 100644 --- a/tests/sorcha/test_PPRandomizeMeasurements.py +++ b/tests/sorcha/test_PPRandomizeMeasurements.py @@ -4,7 +4,7 @@ from sorcha.modules.PPModuleRNG import PerModuleRNG from sorcha.utilities.dataUtilitiesForTests import get_test_filepath - +from sorcha.utilities.sorchaConfigs import expertConfigs def test_randomizePhotometry(): from sorcha.modules.PPRandomizeMeasurements import randomizePhotometry @@ -112,7 +112,8 @@ def test_randomizeAstrometryAndPhotometry(): observations = pd.DataFrame(data_in, index=[0]) configs = {"default_SNR_cut": True, "trailing_losses_on": True} - + configs = expertConfigs(**configs) + setattr(configs,"expert",configs) obs_out = randomizeAstrometryAndPhotometry(observations, configs, PerModuleRNG(2021)) assert_almost_equal(obs_out["trailedSourceMag"][0], 19.663194, decimal=6) @@ -123,7 +124,7 @@ def test_randomizeAstrometryAndPhotometry(): assert obs_out["RATrue_deg"][0] == data_in["RA_deg"] assert obs_out["DecTrue_deg"][0] == data_in["Dec_deg"] - configs["trailing_losses_on"] = False + configs.expert.trailing_losses_on = False obs_out_noloss = randomizeAstrometryAndPhotometry(observations, configs, PerModuleRNG(2021)) assert obs_out_noloss["PSFMag"][0] == obs_out_noloss["trailedSourceMag"][0] diff --git a/tests/sorcha/test_PPStats.py b/tests/sorcha/test_PPStats.py index f60ab6e4..0a3e3d8f 100644 --- a/tests/sorcha/test_PPStats.py +++ b/tests/sorcha/test_PPStats.py @@ -3,7 +3,7 @@ import numpy as np from numpy.testing import assert_equal import pytest - +from sorcha.utilities.sorchaConfigs import linkingfilterConfigs from sorcha.modules.PPStats import stats @@ -28,8 +28,11 @@ def test_PPStats(tmp_path): } test_df = pd.DataFrame(test_dict) - configs = {"SSP_linking_on": True, "drop_unlinked": False} - + + configs = linkingfilterConfigs() + configs.ssp_linking_on = True + configs.drop_unlinked = False + setattr(configs,"linkingfilter",configs) filename_stats = "test_stats" stats(test_df, filename_stats, tmp_path, configs) @@ -94,6 +97,8 @@ def test_PPStats_nolinking(tmp_path): test_df = pd.DataFrame(test_dict) configs = {"SSP_linking_on": False, "drop_unlinked": True} + configs = linkingfilterConfigs() + setattr(configs,"linkingfilter",configs) filename_stats = "test_stats" stats(test_df, filename_stats, tmp_path, configs) @@ -145,7 +150,11 @@ def test_PPStats_justlinking(tmp_path): } test_df = pd.DataFrame(test_dict) - configs = {"SSP_linking_on": True, "drop_unlinked": True} + + configs = linkingfilterConfigs() + configs.ssp_linking_on = True + configs.drop_unlinked = True + setattr(configs,"linkingfilter",configs) filename_stats = "test_stats" stats(test_df, filename_stats, tmp_path, configs) diff --git a/tests/sorcha/test_sorchaConfigs.py b/tests/sorcha/test_sorchaConfigs.py index 4a56c65f..d7f9b9c0 100644 --- a/tests/sorcha/test_sorchaConfigs.py +++ b/tests/sorcha/test_sorchaConfigs.py @@ -463,7 +463,7 @@ def test_fovConfigs_inlist(): test_configs = fovConfigs(**fov_configs) assert ( error_text.value.code - == "ERROR: value fake_model for config parameter camera_model not recognised. Expecting one of: ['circle', 'footprint']." + == "ERROR: value fake_model for config parameter camera_model not recognised. Expecting one of: ['circle', 'footprint', 'none']." ) From c23ed1afc5a6a913c9e13f82256eabb6d00cc6ed Mon Sep 17 00:00:00 2001 From: Ryan Lyttle Date: Mon, 25 Nov 2024 19:29:37 +0000 Subject: [PATCH 19/28] black reformatting --- src/sorcha/utilities/diffTestUtils.py | 1 + src/sorcha/utilities/sorchaConfigs.py | 6 +++--- 2 files changed, 4 insertions(+), 3 deletions(-) diff --git a/src/sorcha/utilities/diffTestUtils.py b/src/sorcha/utilities/diffTestUtils.py index 2e1d4400..06bc761a 100644 --- a/src/sorcha/utilities/diffTestUtils.py +++ b/src/sorcha/utilities/diffTestUtils.py @@ -10,6 +10,7 @@ from sorcha.modules.PPConfigParser import PPConfigFileParser from sorcha.utilities.sorchaConfigs import sorchaConfigs + def compare_result_files(test_output, golden_output): """Compare the results in test_output to those in golden_output. diff --git a/src/sorcha/utilities/sorchaConfigs.py b/src/sorcha/utilities/sorchaConfigs.py index 9d34beff..7ac00646 100644 --- a/src/sorcha/utilities/sorchaConfigs.py +++ b/src/sorcha/utilities/sorchaConfigs.py @@ -236,7 +236,7 @@ def __post_init__(self): def _validate_fov_configs(self): check_key_exists(self.camera_model, "camera_model") - check_value_in_list(self.camera_model, ["circle", "footprint","none"], "camera_model") + check_value_in_list(self.camera_model, ["circle", "footprint", "none"], "camera_model") if self.camera_model == "footprint": self._camera_footprint() @@ -270,13 +270,13 @@ def _camera_circle(self): if self.fill_factor < 0.0 or self.fill_factor > 1.0: logging.error("ERROR: fill_factor out of bounds. Must be between 0 and 1.") sys.exit("ERROR: fill_factor out of bounds. Must be between 0 and 1.") - + if self.circle_radius: self.circle_radius = cast_as_float(self.circle_radius, "circle_radius") if self.circle_radius < 0.0: logging.error("ERROR: circle_radius is negative.") sys.exit("ERROR: circle_radius is negative.") - + if not self.fill_factor and not self.circle_radius: logging.error( 'ERROR: either "fill_factor" or "circle_radius" must be specified for circular footprint.' From a5525c8ece8d4d083705e3b120ee50b26ff92982 Mon Sep 17 00:00:00 2001 From: Ryan Lyttle Date: Mon, 25 Nov 2024 19:40:14 +0000 Subject: [PATCH 20/28] Update run.py --- src/sorcha_cmdline/run.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/sorcha_cmdline/run.py b/src/sorcha_cmdline/run.py index d6145893..80396989 100644 --- a/src/sorcha_cmdline/run.py +++ b/src/sorcha_cmdline/run.py @@ -141,7 +141,7 @@ def execute(args): sorchaConfigs, update_activity_subclasses, update_lc_subclasses, - main, + ) import sys, os From 017198fe157fe7a8c1daefbc4fc2c2f24a161755 Mon Sep 17 00:00:00 2001 From: Ryan Lyttle Date: Mon, 25 Nov 2024 19:44:51 +0000 Subject: [PATCH 21/28] black reformatting and comments --- src/sorcha/utilities/sorchaConfigs.py | 2 ++ src/sorcha_cmdline/run.py | 1 - 2 files changed, 2 insertions(+), 1 deletion(-) diff --git a/src/sorcha/utilities/sorchaConfigs.py b/src/sorcha/utilities/sorchaConfigs.py index 7ac00646..e066a1fa 100644 --- a/src/sorcha/utilities/sorchaConfigs.py +++ b/src/sorcha/utilities/sorchaConfigs.py @@ -682,6 +682,8 @@ def _read_configs_from_object(self, config_object): "ACTIVITY": activityConfigs, "EXPERT": expertConfigs, } + # when adding new sections in config file this general function needs the name of the section in uppercase + # to be the same as the attributes defined above in lowercase e.g. section INPUT has attribute input # general function that reads in config file sections into there config dataclasses for section, config_section in section_list.items(): if config_object.has_section(section): diff --git a/src/sorcha_cmdline/run.py b/src/sorcha_cmdline/run.py index 80396989..b79767fc 100644 --- a/src/sorcha_cmdline/run.py +++ b/src/sorcha_cmdline/run.py @@ -141,7 +141,6 @@ def execute(args): sorchaConfigs, update_activity_subclasses, update_lc_subclasses, - ) import sys, os From 9f00218a60e3bbf59728c1e5f1cee571674f803e Mon Sep 17 00:00:00 2001 From: Meg Schwamb Date: Mon, 25 Nov 2024 21:46:32 +0000 Subject: [PATCH 22/28] patching config and goldens to what is in the main patching config and goldens to what is in the main --- tests/data/PPConfig_goldens_test.ini | 12 +- tests/data/PPConfig_test_chunked.ini | 12 +- tests/data/PPConfig_test_unchunked.ini | 12 +- tests/data/config_for_ephemeris_unit_test.ini | 2 +- tests/data/goldens/out_end2end.csv | 232 ++--- tests/data/goldens/sorcha_ephemeris.csv | 822 +++++++++--------- 6 files changed, 548 insertions(+), 544 deletions(-) diff --git a/tests/data/PPConfig_goldens_test.ini b/tests/data/PPConfig_goldens_test.ini index 7ea18e51..b050eb12 100644 --- a/tests/data/PPConfig_goldens_test.ini +++ b/tests/data/PPConfig_goldens_test.ini @@ -62,7 +62,7 @@ camera_model = footprint # The distance from the edge of a detector (in arcseconds on the focal plane) # at which we will not correctly extract an object. By default this is 10px or 2 arcseconds. # Comment out or do not include if not using footprint camera model. -footprint_edge_threshold = 2. +# footprint_edge_threshold = 2. # Path to camera footprint file. Uncomment to provide a path to the desired camera # detector configuration file if not using the default built-in LSSTCam detector @@ -119,22 +119,22 @@ SSP_night_start_utc = 16.0 # Configs for running the ASSIST+REBOUND ephemerides generator. # the field of view of our search field, in degrees -#ar_ang_fov = 1.8 +ar_ang_fov = 1.8 # the buffer zone around the field of view we want to include, in degrees -#ar_fov_buffer = 0.2 +ar_fov_buffer = 0.2 # the "picket" is our imprecise discretization of time that allows us to move progress # our simulations forward without getting too granular when we don't have to. # the unit is number of days. -#ar_picket = 1 +ar_picket = 1 # the obscode is the MPC observatory code for the provided telescope. -#ar_obs_code = X05 +ar_obs_code = X05 # the order of healpix which we will use for the healpy portions of the code. # the nside is equivalent to 2**ar_healpix_order -#ar_healpix_order = 6 +ar_healpix_order = 6 [OUTPUT] diff --git a/tests/data/PPConfig_test_chunked.ini b/tests/data/PPConfig_test_chunked.ini index 522a427e..c0d96fc4 100644 --- a/tests/data/PPConfig_test_chunked.ini +++ b/tests/data/PPConfig_test_chunked.ini @@ -62,7 +62,7 @@ camera_model = footprint # The distance from the edge of a detector (in arcseconds on the focal plane) # at which we will not correctly extract an object. By default this is 10px or 2 arcseconds. # Comment out or do not include if not using footprint camera model. -footprint_edge_threshold = 2. +# footprint_edge_threshold = 2. # Path to camera footprint file. Uncomment to provide a path to the desired camera # detector configuration file if not using the default built-in LSSTCam detector @@ -116,22 +116,22 @@ fading_function_on = False # Configs for running the ASSIST+REBOUND ephemerides generator. # the field of view of our search field, in degrees -#ar_ang_fov = 1.8 +ar_ang_fov = 1.8 # the buffer zone around the field of view we want to include, in degrees -#ar_fov_buffer = 0.2 +ar_fov_buffer = 0.2 # the "picket" is our imprecise discretization of time that allows us to move progress # our simulations forward without getting too granular when we don't have to. # the unit is number of days. -#ar_picket = 1 +ar_picket = 1 # the obscode is the MPC observatory code for the provided telescope. -#ar_obs_code = X05 +ar_obs_code = X05 # the order of healpix which we will use for the healpy portions of the code. # the nside is equivalent to 2**ar_healpix_order -#ar_healpix_order = 6 +ar_healpix_order = 6 [OUTPUT] diff --git a/tests/data/PPConfig_test_unchunked.ini b/tests/data/PPConfig_test_unchunked.ini index af909cca..ff1b873b 100644 --- a/tests/data/PPConfig_test_unchunked.ini +++ b/tests/data/PPConfig_test_unchunked.ini @@ -62,7 +62,7 @@ camera_model = footprint # The distance from the edge of a detector (in arcseconds on the focal plane) # at which we will not correctly extract an object. By default this is 10px or 2 arcseconds. # Comment out or do not include if not using footprint camera model. -footprint_edge_threshold = 2. +# footprint_edge_threshold = 2. # Path to camera footprint file. Uncomment to provide a path to the desired camera # detector configuration file if not using the default built-in LSSTCam detector @@ -116,22 +116,22 @@ fading_function_on = False # Configs for running the ASSIST+REBOUND ephemerides generator. # the field of view of our search field, in degrees -#ar_ang_fov = 1.8 +ar_ang_fov = 1.8 # the buffer zone around the field of view we want to include, in degrees -#ar_fov_buffer = 0.2 +ar_fov_buffer = 0.2 # the "picket" is our imprecise discretization of time that allows us to move progress # our simulations forward without getting too granular when we don't have to. # the unit is number of days. -#ar_picket = 1 +ar_picket = 1 # the obscode is the MPC observatory code for the provided telescope. -#ar_obs_code = X05 +ar_obs_code = X05 # the order of healpix which we will use for the healpy portions of the code. # the nside is equivalent to 2**ar_healpix_order -#ar_healpix_order = 6 +ar_healpix_order = 6 [OUTPUT] diff --git a/tests/data/config_for_ephemeris_unit_test.ini b/tests/data/config_for_ephemeris_unit_test.ini index 5bb40187..48067ade 100644 --- a/tests/data/config_for_ephemeris_unit_test.ini +++ b/tests/data/config_for_ephemeris_unit_test.ini @@ -86,7 +86,7 @@ camera_model = footprint # The distance from the edge of a detector (in arcseconds on the focal plane) # at which we will not correctly extract an object. By default this is 10px or 2 arcseconds. # Comment out or do not include if not using footprint camera model. -footprint_edge_threshold = 2. +# footprint_edge_threshold = 2. # Path to camera footprint file. Uncomment to provide a path to the desired camera # detector configuration file if not using the default built-in LSSTCam detector diff --git a/tests/data/goldens/out_end2end.csv b/tests/data/goldens/out_end2end.csv index 43e41e40..18d13798 100644 --- a/tests/data/goldens/out_end2end.csv +++ b/tests/data/goldens/out_end2end.csv @@ -25,7 +25,7 @@ ObjID,fieldMJD_TAI,fieldRA_deg,fieldDec_deg,RA_deg,Dec_deg,astrometricSigma_deg, 2011_OB60,60239.04738474084,3.396507175104697,-11.552172886918086,1.7303551717702703,-11.993377053874811,1.9471555962043496e-05,z,22.558140883764924,0.14482253058987946,22.87953719355813,0.8462067356394004,5395684227.553597,14.968992625656504,5520896726.295184 2011_OB60,60239.04783349029,1.1090126866846501,-13.16953641621234,1.7303569540370063,-11.993371653527733,1.7698789439208342e-05,z,22.55993072465563,0.13414913104079823,22.969753072959445,0.8462162815231381,5395684808.278844,14.970193404368956,5520896710.074014 2010_TU149,60239.13295430254,8.979271113030851,-0.4577226732392146,8.859824059400069,0.1785152478967726,7.963232536586732e-06,z,21.22790443722556,0.06081379937560344,23.020514613593896,13.051242279267116,81966314.84621264,-14.69742064606288,227607593.4176932 -2011_OB60,60247.02459203992,2.081139501992465,-13.357190304617044,1.6010389155562166,-12.034750805729004,1.0896096908748223e-05,i,22.55635182698874,0.10023311562498631,23.343562399027505,1.007751169059272,5407281179.483102,18.285844605444492,5520609140.674831 +2011_OB60,60247.02459203992,2.081139501992465,-13.357190304617044,1.6010389155562166,-12.034750805729004,1.0896096908748223e-05,i,22.55635182698874,0.10023311562498631,23.343562399027505,1.007751169059272,5407281179.483102,18.28584460544449,5520609140.674831 2011_OB60,60247.02548890266,1.498300217977258,-10.378027460672737,1.601029945582468,-12.03471009963782,1.2296315124241606e-05,i,22.58528442127121,0.10980949768838427,23.23702061271996,1.007768788783456,5407282595.164843,18.28820146860969,5520609108.441719 2010_TU149,60247.02958967118,0.18781588756128909,-4.301628902215135,0.8260555708574202,-3.171709240363076,5.986046696997197e-06,i,20.810938282840734,0.045629484693623906,23.129287193065544,24.70404579420064,73466815.72148016,-10.426249800980132,212121946.6889457 2011_OB60,60247.04849606629,2.081139501992465,-13.357190304617044,1.6006798410202236,-12.034849006454136,1.6969782384420735e-05,z,22.789421443765697,0.14768051103560265,22.879098373457673,1.0082212928617311,5407319011.494508,18.35039159778136,5520608280.747081 @@ -37,7 +37,7 @@ ObjID,fieldMJD_TAI,fieldRA_deg,fieldDec_deg,RA_deg,Dec_deg,astrometricSigma_deg, 2010_TC209,60249.25836338381,36.473698796887604,22.874725021973813,36.4600082547384,24.212285764052993,5.206499593406588e-06,i,20.26497548755574,0.031136350387154194,22.470030037603404,4.902659658464351,153842663.15844932,-0.3017287117867029,301197751.14793897 2010_TC209,60249.28207255997,36.473698796887604,22.874725021973813,36.45181973791932,24.215331948177262,8.193990291407775e-06,z,20.304309442084527,0.044774149574209166,21.934573446980718,4.899566415822822,153842105.21619314,-0.2436980918162964,301197327.66420525 2010_TC209,60250.07612842004,35.7223990519031,22.959346315419786,36.190067437291475,24.31831978824276,4.882145310030122e-06,g,21.027312110396085,0.021028954689742144,23.710814243354903,4.822674862628944,153823581.48618832,-0.3279150362048824,301183987.8071408 -2010_TC209,60250.10072229319,35.7223990519031,22.959346315419786,36.18157608547119,24.32155577507906,5.576744511767424e-06,r,20.49537400972639,0.021088995592861457,23.119274973573184,4.821141533085555,153822945.16355526,-0.2701692115490905,301183600.7888398 +2010_TC209,60250.10072229319,35.7223990519031,22.959346315419786,36.18157608547119,24.321555775079055,5.576744511767424e-06,r,20.49537400972639,0.021088995592861457,23.119274973573184,4.821141533085555,153822945.16355526,-0.2701692115490905,301183600.7888398 2010_TC209,60260.1266108956,33.09729995684994,24.04547440857858,32.89618240551948,25.445492214431574,3.365577344439088e-06,r,20.604429564091074,0.014116902664468883,23.80464672433734,7.345792889973126,155670329.60822412,4.284240682969953,301156823.0260099 2010_TC209,60260.15036149417,33.09729995684994,24.04547440857858,32.888417660228356,25.447784820359857,3.695999526330653e-06,i,20.386642612650984,0.0177409424147913,23.301163983629216,7.3567104263927074,155679187.37717006,4.348744282125642,301157069.93818843 2011_OB60,60262.09663342632,2.842056127317618,-11.320906105966378,1.4041134361663126,-12.078932075306067,1.282976934007034e-05,g,23.158472413849392,0.07652124951711366,24.286155172150547,1.2668113261413927,5434921230.248372,23.85408369178086,5520069116.528233 @@ -47,9 +47,9 @@ ObjID,fieldMJD_TAI,fieldRA_deg,fieldDec_deg,RA_deg,Dec_deg,astrometricSigma_deg, 2011_OB60,60285.02942403174,1.781391236473854,-11.264471542931517,1.2602668709132558,-12.054981076813823,9.741913507555753e-06,r,22.65233149169028,0.0744326486116818,23.88226728125134,1.4982845277624477,5487349434.092533,28.5474667050349,5519255861.417938 2011_OB60,60285.042754427785,1.781391236473854,-11.264471542931517,1.2602348833206634,-12.054907365866383,8.351800498011289e-06,i,22.525259224939337,0.07195166491146514,23.81173234206581,1.498358034794491,5487382331.818369,28.58068877810735,5519255391.667298 2011_YA42,60290.35413207059,149.52283691716417,1.6247790052620417,151.28607433592697,2.4134256757717405,1.7937812410079864e-05,i,22.120065345507548,0.12325374556324722,22.449219605752823,16.830489525652744,422335758.6425344,-21.29078266646793,486374279.0037102 -2011_YA42,60293.34656688256,151.45110102427392,1.269291094157719,151.32522142379747,2.0897738591139787,5.118941293023981e-06,i,21.791589085066143,0.04090689143403356,23.705055718929753,16.51493992234066,416909373.81114936,-20.87023451366497,487111235.8684359 +2011_YA42,60293.34656688256,151.45110102427392,1.269291094157719,151.32522142379747,2.0897738591139783,5.118941293023981e-06,i,21.791589085066143,0.04090689143403356,23.705055718929753,16.51493992234066,416909373.81114936,-20.87023451366497,487111235.8684359 2011_YA42,60294.27750360067,149.98332594654335,2.596771812678685,151.32818656966447,1.9916631718877371,7.1422891450419376e-06,i,21.823348537681106,0.05044497416271985,23.444560292672193,16.408014221606148,415245410.9031804,-20.874651386931667,487340119.7748338 -2011_YA42,60294.27792026733,149.98332594654335,2.596771812678685,151.32818141595249,1.9916298728377044,7.070810581020075e-06,i,21.791293071060622,0.05010977550405086,23.452414644504753,16.407963790250886,415244658.8485121,-20.873751134990417,487340222.25927126 +2011_YA42,60294.27792026733,149.98332594654335,2.596771812678685,151.32818141595249,1.9916298728377053,7.070810581020075e-06,i,21.791293071060622,0.05010977550405086,23.452414644504753,16.407963790250886,415244658.8485121,-20.873751134990417,487340222.25927126 2011_YA42,60294.278336934,149.98332594654335,2.596771812678685,151.3281711139329,1.9915795937855525,6.059190183297635e-06,i,21.735471681524494,0.04566926074896085,23.562338113252956,16.407913476127835,415243908.63011336,-20.87285134465665,487340324.49784684 2011_YA42,60294.27875360066,149.98332594654335,2.596771812678685,151.3281668509593,1.9915326854625928,6.044538776514751e-06,i,21.804840880731994,0.04558120156581063,23.5646137993593,16.407863037293847,415243156.64035416,-20.87194769472441,487340426.98221004 2011_YA42,60294.27917026732,149.98332594654335,2.596771812678685,151.32817393704727,1.9914983465330316,6.119368205892704e-06,i,21.839619050485517,0.04591042641675465,23.556049371923848,16.407812594787412,415242404.68402416,-20.871042353423483,487340529.46642214 @@ -57,35 +57,35 @@ ObjID,fieldMJD_TAI,fieldRA_deg,fieldDec_deg,RA_deg,Dec_deg,astrometricSigma_deg, 2011_YA42,60294.280003600645,149.98332594654335,2.596771812678685,151.32816848478524,1.9914093012885594,6.001318512427474e-06,i,21.833708149262698,0.04532021820808234,23.571385095116128,16.40771181953272,415240902.6711801,-20.86922879650831,487340734.18913877 2011_YA42,60294.28042026731,149.98332594654335,2.596771812678685,151.32816187710898,1.9913580850250199,5.987152334512163e-06,i,21.80729620433462,0.045234274467322796,23.573623748667515,16.40766136585337,415240150.8120593,-20.868318415838203,487340836.6733542 2011_YA42,60294.28083693397,149.98332594654335,2.596771812678685,151.32817159982199,1.9913114012956024,6.151165031708618e-06,i,21.827672889646394,0.045979486404647316,23.55419803422218,16.407611029519853,415239400.7890984,-20.867408555678207,487340938.91170794 -2011_YA42,60294.28125360063,149.98332594654335,2.596771812678685,151.32816127074358,1.9912664095306096,6.136573898387304e-06,i,21.87366186711137,0.04589293730472722,23.556418430684467,16.40756056848257,415238648.995613,-20.866494846473778,487341041.39584905 +2011_YA42,60294.28125360063,149.98332594654335,2.596771812678685,151.32816127074358,1.9912664095306092,6.136573898387304e-06,i,21.87366186711137,0.04589293730472722,23.556418430684467,16.40756056848257,415238648.995613,-20.866494846473778,487341041.39584905 2011_YA42,60294.28167026729,149.98332594654335,2.596771812678685,151.3281637665043,1.9912230547937826,6.213483286954735e-06,i,21.783987555767645,0.04622610958985537,23.547815220804832,16.407510103777646,415237897.2350807,-20.86557947976451,487341143.87995315 2011_YA42,60294.28208693396,149.98332594654335,2.596771812678685,151.32816124729828,1.9911866798543028,6.198798984531487e-06,i,21.80222119007583,0.04613977776632652,23.550017533506413,16.407459756475543,415237147.3106539,-20.8646646629888,487341246.1181961 2011_YA42,60294.28250360062,149.98332594654335,2.596771812678685,151.32815227792406,1.9911355851431605,6.004802352125391e-06,i,21.77086472905306,0.04522245859714183,23.573849833434302,16.40740928453029,415236395.6169557,-20.863746003812736,487341348.6021115 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2011_YA42,60437.02182219911,139.1110076414455,2.858716713071835,138.28446543578735,1.3440444152689577,9.595178220610775e-06,r,22.51404457594595,0.06509385075601447,23.841692474761345,16.858441755336383,487802678.2172709,26.761101468065306,519519306.9825938 2011_YA42,60437.043335817856,138.19394049128374,0.1420887713198304,138.28712542525807,1.3438558463645647,1.0929046160670865e-05,r,22.570435658869865,0.0678081501466488,23.79320326146177,16.858790857502086,487852465.7836808,26.80976935715749,519523622.92207444 2011_YA42,60437.04556949854,139.1110076414455,2.858716713071835,138.28738478819366,1.3438245831121116,1.4429769506818287e-05,i,22.426836959764792,0.09179395479127372,23.251021406765933,16.858826690837425,487857641.04414505,26.814617121490283,519524071.0966871 2013_CC263,60438.08455396744,184.45338376386482,-9.866140296732878,184.26303308869512,-11.072711364879321,9.654515494309471e-06,g,23.71596076485726,0.09224513457228523,24.915900278537467,11.835215831605629,348302400.66654307,16.60305362078666,473927748.2208407 2013_CC263,60441.15166240744,182.78250327972063,-10.140653112547584,184.00764222147285,-10.937659131096604,1.0690734457153086e-05,r,23.507532546475588,0.10280221714260288,24.36422724065523,12.604735500586727,352839297.84533507,17.81979139978279,474349001.1889743 +2013_CC263,60442.10381833096,184.67696777595413,-9.518445668428045,183.93888962867888,-10.89860719497954,2.421329444964116e-05,r,23.648152644942208,0.15417488507796753,23.901598013933647,12.83358544734117,354301736.33447146,18.02190004923558,474479225.31778234 2011_OB60,60491.43881108148,3.983214793738812,-11.646833760931319,5.280801800006145,-10.632073641283142,1.2999679821634706e-05,i,22.687797966165046,0.09870725791932268,23.44822757280817,1.565439954547096,5489034551.907195,-28.57615103409023,5512398794.974033 2011_OB60,60492.4375247264,5.054186200071651,-11.734918688159176,5.2849872167096805,-10.637702605349082,1.6568249088016863e-05,i,22.62310958619645,0.10613067996757188,23.36225412648784,1.5616862108669631,5486571496.752493,-28.50111484146604,5512367649.235186 2011_OB60,60502.41493442481,3.8785381267878845,-11.95035384284113,5.304497499681531,-10.703188263816285,1.8103606696313887e-05,r,22.85872287337688,0.10836655517804705,23.43227423940417,1.5011950632073106,5462443640.985957,-27.313083423519416,5512057588.170519 2011_OB60,60505.43140054126,3.9708371538536933,-10.527325804689204,5.302312198746279,-10.726105886226055,1.595414726642592e-05,i,22.64578642567044,0.10056922856420233,23.403994604433947,1.4748266265969776,5455385976.621248,-26.738547639478583,5511964239.186979 -2011_OB60,60505.44432770944,3.9708371538536933,-10.527325804689204,5.3022481489279585,-10.726239277384465,2.8266192298965187e-05,z,22.630233847362696,0.20557061841339913,22.548873527264064,1.4747015450403596,5455356131.336311,-26.704942827895337,5511963839.533659 -2011_OB60,60526.40806071882,4.3051271477748605,-10.769416811088629,5.188706237239273,-10.917579414613792,8.740906391025846e-06,r,22.727003981222474,0.06098076454826876,24.050164116008833,1.1964890274391868,5411162333.109048,-21.308199860734614,5511320123.398543 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2011_OB60,60566.14846874695,3.574870765030778,-10.70543668787467,4.59449678560577,-11.35663338828056,1.6599709962313773e-05,i,22.52609308341573,0.10725902854431778,23.173231973880846,0.4109154288098702,5364738732.239401,-4.636690859288057,5510124009.615381 2011_OB60,60566.17296898436,3.574870765030778,-10.70543668787467,4.594023202862218,-11.356853577425099,1.7061615316342358e-05,z,22.2904814202242,0.13006698454045018,22.937441354945726,0.4105280181824026,5364728987.663018,-4.569523929250839,5510123281.959829 2011_OB60,60574.23767073891,3.7756506813229733,-12.50989682237079,4.437687467294268,-11.442220044547817,1.1908562451707945e-05,r,22.608954888155267,0.10233918789932236,23.327496570902223,0.3325287237494407,5363042793.1718445,-0.3294070292931776,5509884412.736318 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2011_OB60,60574.27435809689,5.345238787936747,-10.125341117759445,4.436980034451722,-11.442604591486006,1.5528138430200592e-05,i,22.432409601341842,0.12172432090211083,23.01458572495508,0.3324387391680265,5363041917.718783,-0.2239890623022055,5509883329.052096 2011_OB60,60574.29801569611,3.7756506813229733,-12.50989682237079,4.436500609783252,-11.442825531563638,2.3994973793976117e-05,z,22.52532019819052,0.16909483808530062,22.616573538339438,0.3323822963754713,5363041525.763475,-0.1602208574769282,5509882630.28992 -2011_OB60,60574.298463193634,5.345238787936747,-10.125341117759445,4.436438580734318,-11.442885394933297,2.5321216931266767e-05,z,22.17883890976323,0.1774432436170055,22.55913569870399,0.3323812402564566,5363041519.584345,-0.1590548657290185,5509882617.057359 2011_OB60,60582.21461625692,5.962442003193453,-12.16629838185981,4.279742140559449,-11.521052349145638,1.134873690359853e-05,g,23.02677540723936,0.06949838307384207,24.264099575344556,0.3785543357370989,5364154785.976036,3.702268049334649,5509649425.937796 2011_OB60,60582.21506667406,2.880986762474989,-11.255473350168435,4.27973890349881,-11.521032027128463,1.0822759840770182e-05,g,23.034560834343605,0.06562861460812797,24.330785527243815,0.3785601027776001,5364154929.946251,3.7035959765027977,5509649412.71756 2011_OB60,60582.23999612522,2.880986762474989,-11.255473350168435,4.279264411836095,-11.521272748562575,1.380071256790544e-05,r,22.509120016615505,0.07497720137511377,23.69581395058643,0.3788798902525094,5364162985.772348,3.7760214808756905,5509648680.323203 diff --git a/tests/data/goldens/sorcha_ephemeris.csv b/tests/data/goldens/sorcha_ephemeris.csv index e79d7ca5..09bc919c 100644 --- a/tests/data/goldens/sorcha_ephemeris.csv +++ b/tests/data/goldens/sorcha_ephemeris.csv @@ -1,412 +1,412 @@ ObjID,FieldID,fieldMJD_TAI,fieldJD_TDB,Range_LTC_km,RangeRate_LTC_km_s,RA_deg,RARateCosDec_deg_day,Dec_deg,DecRate_deg_day,Obj_Sun_x_LTC_km,Obj_Sun_y_LTC_km,Obj_Sun_z_LTC_km,Obj_Sun_vx_LTC_km_s,Obj_Sun_vy_LTC_km_s,Obj_Sun_vz_LTC_km_s,Obs_Sun_x_km,Obs_Sun_y_km,Obs_Sun_z_km,Obs_Sun_vx_km_s,Obs_Sun_vy_km_s,Obs_Sun_vz_km_s,phase_deg -1998 BW1,48293,60292.279764462466,2460292.780136993,227295901.7460004,-10.476239505450945,118.68948546518985,-0.1111400749617959,17.984116544534828,0.018342107271258,-82446301.90450796,323350372.0848357,128130660.170598,-20.958746654578285,-2.8151298328523215,-0.7605899377977408,21338756.18244674,133700469.70379134,57952293.167117074,-30.34425776109525,3.704017500103644,1.6728499087251727,13.88709944677548 -1998 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SF17,110380,60383.343291344616,2460383.843664018,329030775.77973044,-13.723853328240985,207.92526539240777,-0.1294011559873394,-11.808110367082763,0.0576393518907313,-432476369.9715569,-136354939.92503163,-61056826.9904401,3.7954922240667184,-14.049229126768806,-5.2720332222179165,-147910252.01394206,14475762.977587871,6274257.826647209,-3.3528019367329405,-27.573082153197245,-11.830601693114346,11.075422543859345 -1992 SF17,110439,60383.37128533245,2460383.8716580183,328997674.53959566,-13.648602623402429,207.92156789502175,-0.1291438979347138,-11.806493113022686,0.0579010904994961,-432467187.7116414,-136388921.5374248,-61069578.69560111,3.7969412728166536,-14.04877236667165,-5.271828684421509,-147918286.6946783,14409134.730334666,6245642.527877762,-3.292642997829955,-27.52025497134402,-11.831291924382548,11.066800267599232 -1999 LZ3,110757,60384.11003201465,2460384.610405018,235672084.71670875,6.549459181969893,153.69880463516824,-0.1965058892422645,15.072726239542792,0.1053997099553819,-352144483.2110352,113505566.87014753,66775385.878458075,-3.8443083149688406,-17.027256372061288,-5.295985771201886,-148138417.62784886,12674193.374321442,5490062.684944228,-3.4895858106043813,-27.63754262737977,-11.844199918948314,9.5467358885368 -1999 LZ3,110807,60384.13385294682,2460384.6342250183,235685633.84621888,6.617474681505499,153.69395591526794,-0.1965675311051693,15.075232213390027,0.1050084074533475,-352152392.9464809,113470524.12847514,66764486.371771485,-3.842498433139496,-17.027839839606422,-5.296329022491076,-148145536.15861127,12617276.872044807,5465686.197045922,-3.427317816276356,-27.672357648270612,-11.844741625993434,9.557506979374866 -1999 LZ3,110841,60384.15099817706,2460384.651371018,235695473.80375627,6.666837537664661,153.6904659334552,-0.1964943187002428,15.077030253738208,0.1047244938476269,-352158084.1880791,113445299.08998027,66756640.304821886,-3.841195582027911,-17.02825973160787,-5.296576073948286,-148150578.38520396,12576267.135955144,5448138.93409126,-3.379644814609494,-27.692594731794017,-11.845137113144936,9.565257388978525 -1999 JO12,110844,60384.15234510899,2460384.6527180183,354317114.6309073,14.06203052664803,150.3754775740493,-0.1428131392822933,23.76492022100658,0.0488030943972992,-430036427.07012755,172865889.36298576,148231253.34829447,-8.287230586769246,-13.143201990348368,-2.9816599901235348,-148150971.48823586,12573044.166714031,5446760.3854907565,-3.375813946623623,-27.69400502744383,-11.8451683440513,9.405645447627665 -1999 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LZ3,116037,60394.10335063107,2460394.603723019,243139698.09823367,10.51863483678083,152.01609814764305,-0.1418033620521506,15.972204847717173,0.0744924403518797,-355132993.7810194,98702593.00823386,62141755.26940949,-3.0750574400530697,-17.258089628006182,-5.436218551394259,-148710199.597221,-10979970.137892498,-4763238.37343768,1.6983545172620746,-27.6806729838028,-11.848012113817571,13.720590283121028 -1999 LZ3,116087,60394.12603700732,2460394.626410019,243160378.79674897,10.58193359399056,152.01275346276182,-0.1416394989550967,15.973890399765343,0.0740996183178726,-355139019.43085605,98668765.15547286,62131099.5004752,-3.073288623521972,-17.258581328335836,-5.436528113286901,-148706809.5683412,-11034254.399085509,-4786462.08442754,1.7612005451095345,-27.705776554270976,-11.84775748503278,13.729544673678715 -2001 SF198,116639,60394.38681638566,2460394.887189019,268755715.2805843,-19.205235411699334,252.76248776210792,0.1195813439508055,-13.838434528654068,0.0605230131224868,-225988429.7158391,-260891316.40282616,-69335669.5668441,13.92384740648941,-12.31713344680435,-4.0604435931781255,-148658794.07068023,-11657393.2405913,-5053374.242807273,2.431327460700458,-27.45319658220352,-11.844608753453048,23.21525863545551 -2001 SF198,116661,60394.39718156925,2460394.897554019,268738528.7586718,-19.178490273420906,252.7637638982421,0.1195163918183871,-13.837806536569056,0.0606524765407538,-225975959.3348459,-260902347.227736,-69339305.98873077,13.924462897288755,-12.3164228521325,-4.060254753800868,-148656610.8448286,-11681967.155852612,-5063981.444386812,2.4441956497426784,-27.427630729160075,-11.84444734884336,23.21369294788665 -1999 LZ3,117062,60395.1615621406,2460395.6619350193,244120492.07357785,11.03454829418998,151.872088757542,-0.1347542522938842,16.049093648842575,0.0702236833433486,-355410359.9977448,97123707.0655516,61644083.48185298,-2.992445801229347,-17.280865734474702,-5.450614298224682,-148512015.83141184,-13479278.422215844,-5845689.318684237,2.3827853709996174,-27.68879997139807,-11.829126376641211,14.127354849443382 -1999 LZ3,117112,60395.1853890408,2460395.685762019,244143272.7616162,11.09601588474965,151.8687553019241,-0.1341160601208333,16.05076224265251,0.0698387757026301,-355416518.2607442,97088132.5534157,61632862.641600005,-2.990583180905374,-17.281374825992742,-5.450937412082046,-148507036.22425422,-13536285.514598608,-5870041.038593898,2.455071138799332,-27.69260597239548,-11.82879240295879,14.1365693987747 -1999 LZ3,117162,60395.20910835882,2460395.709481019,244166071.9347196,11.153171690143,151.8654546643519,-0.1333194038778156,16.052414430245026,0.0694791028838538,-355422644.8008605,97052718.2543532,61621692.00309847,-2.9887288936578167,-17.28188144594346,-5.451259016394781,-148501931.09706447,-13593032.769671625,-5894281.696995999,2.527087015255642,-27.68740273159782,-11.828458597777736,14.145723231499618 -1999 LZ3,120565,60399.09997425072,2460399.6003470193,248055936.82381636,12.213445554933704,151.403060855871,-0.1097190175245221,16.303399196352682,0.0580824361141926,-356376037.6166286,91229560.00542308,59780410.03098559,-2.6830744550688825,-17.362759260984106,-5.503403088514566,-147338647.68266028,-22726838.451059263,-9854758.19572794,4.260697136556072,-27.409138077616955,-11.725268458054297,15.573056247733012 -1999 LZ3,120615,60399.123835000006,2460399.624208019,248081183.9946504,12.27872313975226,151.40033623458794,-0.1094412992135617,16.30478016950375,0.0576699218543936,-356381566.8506166,91193766.0738046,59769064.406214945,-2.6811909930560933,-17.36324149874247,-5.503719080816197,-147329794.6934036,-22783368.71324343,-9878930.222858164,4.3283977504286435,-27.430876778759693,-11.724616100804385,15.581662071137291 -1992 SF17,120879,60399.24922813567,2460399.749601019,314630105.1175308,-6.8685462000842445,205.35297583374904,-0.1943628137619611,-10.662450968877057,0.0848638277796288,-426698895.6862509,-155477119.14762145,-68219620.9221138,4.608943289833077,-13.773063313560334,-5.14968755183042,-147280869.096248,-23080607.39881615,-10005935.76505331,4.7006274307869855,-27.399688059592865,-11.721201283614992,5.6687215050809625 -1992 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QM186,175463,60491.2052091824,2460491.7055820012,212147631.9600763,4.15781961013283,258.69371177208143,-0.2403321446167453,-24.887675506641912,-0.0155951076973168,-15071724.698238116,-326701971.89634985,-149098366.00147727,18.5879111709115,2.6351506004149616,-0.6422110041835934,22658126.271676783,-137990303.10085768,-59818008.96547258,29.37154251913548,4.038639557901745,1.7138731827966216,7.880140616214088 -2000 QM186,175513,60491.2296752954,2460491.7300480013,212156485.76679423,4.218270668659727,258.6872396794595,-0.2395701218684449,-24.888050181466394,-0.0150403334431135,-15032432.864904763,-326696399.54226,-149099722.57613403,18.588002000475953,2.637124161743057,-0.6413103025443596,22720195.58831395,-137981690.85759655,-59814380.98048449,29.35290098336323,4.109274036052217,1.7186953938270555,7.892158644627688 -1998 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QM186,176506,60492.2051704231,2460492.705543001,212512970.85225013,4.586044876100581,258.44061685828785,-0.2359683188917853,-24.90454069699766,-0.0149831883917543,-13465659.505079826,-326470820.9742087,-149152258.58440876,18.591433636886247,2.7158678497906013,-0.6053537264216458,25158556.74449801,-137628768.10449728,-59661411.189223886,29.294787812413865,4.495905979429613,1.9093090214828865,8.361207765982266 -2000 QM186,176548,60492.22584068312,2460492.726213001,212521206.94025016,4.636826980254912,258.4352465751939,-0.2353093729384135,-24.904845535343803,-0.0145177940985634,-13432457.736529522,-326465969.32188594,-149153338.9804816,18.591502336654717,2.717537522430852,-0.6045909009858913,25210860.48091426,-137620685.41552967,-59657997.745232314,29.278606175226535,4.5555094984179325,1.9133789623898585,8.371281585281501 -2000 QM186,176556,60492.22943181704,2460492.7298040013,212522646.92314065,4.645339985679147,258.43431519856415,-0.2351807448473462,-24.90489752933217,-0.0144403303943721,-13426689.579733526,-326465126.14016026,-149153526.53882885,18.591514254859582,2.7178275995842163,-0.6044583713531773,25219943.99792744,-137619270.43690264,-59657403.98574661,29.275132576278615,4.565651936659441,1.914087600345252,8.373030265926895 -1992 SF17,177102,60492.99511002275,2460493.4954830008,418976827.3112746,24.36657595693374,196.9332735499695,0.1109515586126267,-6.413430143772811,-0.0420718693343671,-371180696.5383961,-258579413.30021697,-106326252.5432014,8.973903129701052,-11.512768957748987,-4.1966671008783525,27122848.04293545,-137312839.53585863,-59525758.04557555,29.022264459697,4.408309492250682,2.064007598625994,18.922391602801643 -2001 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QM186,181142,60503.97253602735,2460504.472908997,219401128.8239136,8.699590614261666,255.90031295160531,-0.1657346235806592,-25.073776287071944,-0.0157992063747025,5446457.674771093,-323223930.1791101,-149544857.21463022,18.603092908749844,3.673809314723473,-0.1649246377660383,53857893.90433132,-130485468.29291137,-56565969.927563496,27.574009073909146,9.239046071012575,4.156162702679897,13.654380927912984 -1998 WD8,182001,60505.25198735829,2460505.7523599965,297198417.6726708,-16.323996203481084,341.7548185156407,-0.0443554425373377,-16.743159817691417,-0.0696360793998991,327170128.9718883,-218500423.39815947,-141711009.99696633,10.611787205979914,13.13888384287982,5.089352018409033,56879292.101877294,-129397074.21788748,-56093510.99058962,27.435755927310584,10.397522249718104,4.390467350724715,15.019774518620611 -1998 WD8,182002,60505.25243578651,2460505.7528079967,297197785.84610057,-16.32291853147571,341.7547977618749,-0.0443673960782219,-16.743191013811497,-0.0696322663948876,327170539.7465413,-218499914.80061087,-141710812.99142188,10.611764218027645,13.13889919164635,5.089361973769867,56880354.047150485,-129396671.73883554,-56093341.04621847,27.43490930476065,10.398552301978745,4.390550852429262,15.019655049450504 -1998 WD8,182051,60505.27667949025,2460505.777051997,297163657.5785467,-16.262544501470742,341.7536669063887,-0.0449432011044194,-16.744876591487643,-0.0694156749674336,327192767.9202411,-218472390.6252883,-141700151.2552502,10.61052015513,13.139729754786266,5.089900699105269,56937771.05544508,-129374834.05659977,-56084139.50185095,27.38572086463876,10.45090870716774,4.395077338092047,15.013183452307294 -1998 WD8,182052,60505.277129503025,2460505.7775019966,297163025.3226588,-16.2613898060823,341.75364578421664,-0.0449525361148406,-16.744907827578032,-0.0694114847219111,327193180.4789417,-218471879.72494197,-141699953.3491218,10.610497062881716,13.139745170145533,5.089910698175548,56938835.79267162,-129374427.7079229,-56083968.61972185,27.38474866393172,10.451814441461254,4.395161490465629,15.013063223646515 -1992 SF17,183914,60509.95939686034,2460510.459768995,454711107.9710637,24.305667977970263,199.45433333677204,0.1727015454993697,-7.352122580736574,-0.0670366650793694,-357508020.7753316,-275077601.88373953,-112323098.06472486,9.679750247985274,-10.99597328085384,-3.9849291963003703,67717381.12924041,-124878701.38497052,-54135130.43972176,26.38254327656751,11.728878500073463,5.232742568689258,18.989842269099228 -1992 SF17,183935,60509.970284713345,2460510.470656995,454733985.54282093,24.331723180663495,199.45622987089607,0.1728087814979825,-7.352852342361547,-0.0670122355960491,-357498915.34025496,-275087945.05044186,-112326846.4100606,9.680194487877657,-10.99563153637393,-3.9847896532930753,67742209.58634885,-124867658.66781022,-54130207.00592347,26.40317595510804,11.748465446019226,5.234595677200235,18.98958280310096 -2001 SF198,184473,60512.12309317165,2460512.623465995,258170373.24968857,18.752503530043043,239.20154963509577,0.0294920152966246,-10.057092880573649,-0.0745981788817426,-57587680.17875429,-340897137.36918914,-98205731.36788853,18.29620667850581,-3.1069862059383255,-1.4975004432886625,72569444.70189838,-122543102.01907793,-53121590.99671053,26.0803594560406,12.957887111201654,5.608057558668838,21.452714557734705 -2001 SF198,184545,60512.15676332662,2460512.657135995,258225032.53807497,18.82311960021892,239.2025789991355,0.030757065400444,-10.05960156750645,-0.0744244915137986,-57534457.54475655,-340906171.1748413,-98210086.26716624,18.29668520772111,-3.1041516596330694,-1.4966839094153197,72645289.13775064,-122505263.73458458,-53105268.207001664,26.059760146619706,13.055510709783723,5.6138783452615275,21.459512280852728 -2001 SF198,184595,60512.180619939594,2460512.6809919947,258263875.7900344,18.86564797974841,239.2033366418289,0.0318029589642754,-10.061375833061115,-0.074327387538211,-57496747.201922245,-340912566.85006404,-98213170.3791081,18.297023986178516,-3.102143288432962,-1.49610535893245,72698977.90773807,-122478285.08986022,-53093692.84263869,26.03453250848617,13.122136494986083,5.618026938123779,21.464303371290395 -2001 SF198,185515,60513.13139772396,2460513.6317699943,259792828.1011397,18.944834587056818,239.24176783633047,0.0366182020874655,-10.133758110804422,-0.0758882080012979,-55993241.46191351,-341164095.4460468,-98335116.29104804,18.310343074105763,-3.022081293382753,-1.4730359816550376,74796418.1026278,-121398307.98092474,-52625411.15510886,25.83719438281786,13.38504076326138,5.780866339953448,21.647212288384825 -2001 SF198,185808,60514.02937495805,2460514.5297469944,261248767.6361194,18.86180982626792,239.2841942357215,0.0410860535231969,-10.203229075555718,-0.0778523338451516,-54572241.269747935,-341395615.3422795,-98448549.10826412,18.322594818240535,-2.9464331005335267,-1.451227746212585,76758149.62956604,-120348957.09454589,-52170888.243283644,25.56770025006345,13.495184467485643,5.933705244038138,21.814209706311622 -2001 SF198,185858,60514.05359098071,2460514.5539629944,261288299.39451623,18.92575185153988,239.28520822765427,0.041364322413262,-10.205112225131728,-0.0776776078151066,-54533907.67003609,-341401777.5293978,-98451584.65017016,18.322920806613567,-2.944392649189214,-1.450639371405512,76811666.28539287,-120320654.27296272,-52158469.15261195,25.58761983928108,13.56022831161973,5.937744568167703,21.818836850702887 -1998 WD8,186043,60518.365990130354,2460518.866362993,281293964.77133685,-11.599462796278791,340.7132385148391,-0.1183059868091377,-17.79567992643662,-0.0892082521433659,338808238.8930109,-203363804.3432523,-135781291.9981479,9.9259602276989,13.573210893405896,5.375064986759773,86005114.34905793,-114898978.88347667,-49811242.01581893,24.033551104084008,15.759338670434133,6.656776023918863,11.14978881388408 -1998 WD8,186088,60518.387651328165,2460518.888023993,281272307.31994915,-11.545707988502892,340.7105509361735,-0.1179492838858904,-17.797609743566547,-0.0889785644456138,338826815.06884164,-203338400.3102252,-135771231.68753687,9.924806428257895,13.5739032240909,5.37552728628587,86050036.98212294,-114869485.22036128,-49798780.355682,23.97348660353078,15.757998984141292,6.660445902101826,11.142600950863295 -1998 WD8,188066,60524.394038930586,2460524.894410991,275777278.3202424,-9.128976727189388,339.9057331661256,-0.1473977619594118,-18.357675764193587,-0.0942532930851344,343894023.4254563,-196244696.2664706,-132948447.60132484,9.602270131481657,13.762634751106711,5.502458987254557,98083982.09123494,-106318884.36485526,-46092940.17189293,22.113646933590584,17.929618785019738,7.610998516764402,9.12354041820618 -2001 SF198,188172,60524.967865455306,2460525.468237991,279811767.7416299,20.253884398782944,240.21866154742145,0.1110259887406215,-11.123089342529878,-0.0896763912704772,-37194792.14820849,-343743927.470593,-99693990.54602484,18.446283628733255,-2.022826024691166,-1.1841362544809213,99174537.66941056,-105449717.26444197,-45713432.61989782,22.383771666814116,17.494707706741732,7.696974372283144,23.456545596765224 -2001 SF198,188193,60524.97937505204,2460525.479747991,279831924.6047832,20.283362615901964,240.21996383201412,0.1110164707923929,-11.124121002680798,-0.0895867063465035,-37176449.17169403,-343745938.4776633,-99695167.9066658,18.446388910808164,-2.021852469332194,-1.183853914939478,99196804.85766116,-105432306.2035559,-45705777.413870305,22.39824376597685,17.521482422954204,7.698668427064316,23.457975058815418 -1998 WD8,189285,60526.3004658234,2460526.800837991,274295486.4359334,-8.517257986306007,339.61210326564355,-0.1578013199690211,-18.54139519735141,-0.0963728048919037,345467199.1057222,-193972881.29607,-132038803.31384043,9.498827118320426,13.821176629265532,5.542216364033785,101700423.88810214,-103375441.3148046,-44815658.174670905,21.706078691173875,18.6127684491697,7.896763142694317,8.46472614846991 -1998 WD8,189335,60526.324555290885,2460526.824927991,274277828.1848813,-8.451105001550703,339.60809561966994,-0.1576221023230587,-18.54371286801612,-0.0960471177196553,345486968.93290246,-193944112.6516902,-132027267.03038137,9.49751673244702,13.821912149918957,5.542717091683726,101745530.93675652,-103336685.07801972,-44799218.18215649,21.63726544771008,18.62667001553512,7.900471685305053,8.456196217392552 -2000 QM186,189904,60527.12754119473,2460527.62791399,244026515.82486287,15.255927595147972,254.02011650975152,0.0087443321528857,-25.416270853941427,-0.0164856614043688,42554769.981447555,-313959099.7702512,-148981127.69778946,18.457212290686165,5.595883960371208,0.7356920578413328,103233065.65789036,-102067985.2818781,-44246985.88959304,21.739437511237945,18.62629358771662,8.017586891423559,21.39864557512192 -2000 QM186,189954,60527.15171080865,2460527.6520829904,244058424.61212465,15.3032125610043,254.0203631716858,0.0097158870017331,-25.416664343987417,-0.0160845253370588,42593310.10943319,-313947412.91448843,-148979590.49799502,18.456937271076995,5.597911173659644,0.7366540430891573,103278429.68291733,-102029021.97645998,-44230239.81389291,21.707069532356098,18.69066336425341,8.021169909521696,21.404845116303147 -2000 QM186,190019,60527.18128955398,2460527.68166199,244097600.9528396,15.353111500510735,254.02070332502473,0.0110885209839962,-25.417133767059145,-0.0156711483429419,42640476.28640823,-313933104.3099076,-148977706.47749457,18.45660033164054,5.60039220856623,0.7378314181628312,103333842.440202,-101981161.0195177,-44209735.07744984,21.656294162969026,18.763446200964147,8.025579874327725,21.412399191126394 -1998 WD8,190253,60527.29542872531,2460527.7958009904,273575403.570184,-8.09780072421539,339.4516976740895,-0.1621224100885902,-18.63791017025544,-0.0967753682996129,346281458.50857794,-192783410.10596684,-131561466.50366557,9.44463826238608,13.851467047424826,5.5628628754722325,103546108.6838687,-101795067.95869716,-44130505.29794348,21.374998548947453,18.94815480695098,8.042784219850416,8.11906965882169 -1998 WD8,190303,60527.32007870435,2460527.82045099,273558230.0587954,-8.0298703346453,339.44748208340883,-0.1619453654917626,-18.640291470056717,-0.0964358461202603,346301572.43116987,-192753908.2162856,-131549618.0788156,9.443293994339289,13.8522151943944,5.5633734893375,103591557.417226,-101754695.3760344,-44113372.12047964,21.30450614336743,18.96303826434567,8.046519737394563,8.11032597694677 -1998 WD8,192063,60529.21821533509,2460529.71858799,272288161.4012955,-7.43394585285264,339.1295788271058,-0.1698368940242138,-18.825235359615252,-0.0982262642420095,347841801.40172607,-190477393.85215476,-130633989.61025056,9.33952746475646,13.909491587545173,5.602561507993305,107028658.02907096,-98662215.7780776,-42771336.03374792,20.871372445906964,19.51078840913621,8.31771198132995,7.4515139397680334 -1998 WD8,192113,60529.241934032696,2460529.7423069896,272272994.51242876,-7.367726783731618,339.1253185793448,-0.1701445892459814,-18.827561163475092,-0.0978851567781617,347860940.2380222,-190448887.39854103,-130622507.37672412,9.338227652725292,13.9102031366662,5.603049557780253,107071370.29133265,-98622189.95841016,-42754286.825196005,20.81212519741963,19.550451506491036,8.321170389192078,7.4431207344320365 -2001 SF198,192568,60529.98951572502,2460530.4898879896,288738901.57532686,20.80720378193211,240.8987716614384,0.1404513483640474,-11.581477551570073,-0.0929051033291463,-29182795.331262045,-344529339.4634149,-100180963.2129151,18.48725467358168,-1.5978386933935842,-1.060726455486968,108387443.7664451,-97376871.5074231,-42213384.50905337,20.712803248438583,19.246783351418625,8.425268053726436,23.97547855525386 -2001 SF198,192618,60530.01341784297,2460530.5137899895,288781935.2839733,20.86810822370845,240.90220106119227,0.1406861302434327,-11.583695841545442,-0.092710864304662,-29144619.17387148,-344532636.8923643,-100183152.99353302,18.487425907105788,-1.5958148462103043,-1.060137996546221,108430236.15599152,-97337059.84786576,-42195981.85230926,20.728553071107218,19.30985545887773,8.428524543764677,23.977773966541104 -2000 QM186,193835,60531.130381649025,2460531.6307539893,249351935.9346674,15.95821302727725,254.15603551311415,0.0396391044246391,-25.493695348672723,-0.0179802853369449,48929492.13436536,-311965777.86612606,-148699088.7187461,18.40804496847584,5.93210869018628,0.8955977524419205,110378639.4817488,-95443383.68314628,-41375079.000899956,20.312651887578635,19.95953796661198,8.581876640113142,22.342262124612 -2000 QM186,193885,60531.154405991365,2460531.6547779893,249385106.9740251,16.001462437966076,254.15710380987903,0.0406589591535571,-25.494122847568516,-0.0176182243701752,48967698.860076755,-311953463.30316067,-148697228.84923244,18.40772778047609,5.934129424916352,0.8965609638836011,110420764.41220608,-95401889.97265635,-41357262.37460155,20.275160430187277,20.02069586985639,8.585205384270365,22.347722125089383 -2000 QM186,196148,60543.11315233727,2460543.613524986,266446259.33632872,17.411236791988564,255.33763325138483,0.124792152413053,-25.762489798949822,-0.0220685863227356,67893130.88820805,-305301575.1632788,-147521513.35388407,18.21641560562282,6.943481241085269,1.380967087477632,128633038.57943858,-73153702.02317473,-31712887.92162584,15.5559048188056,23.314300633689417,10.018555056074293,24.510310437016013 -2000 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QM186,197000,60544.06401857104,2460544.564390986,267858614.3657262,17.40711237389312,255.47866764299368,0.1297593311872502,-25.785835936072665,-0.0230790344309401,69388870.01978652,-304727860.9259429,-147406468.4585241,18.19829349773928,7.023983678457736,1.4198877382183677,129864193.99824628,-71245783.39272963,-30885689.408597898,15.194381167047643,23.431844482194315,10.116758390057786,24.642615448496063 -1998 WD8,197182,60544.24833628226,2460544.748708986,267186282.0939789,-0.3622602154587482,336.17560984057513,-0.2071747407182998,-20.24063065978586,-0.0860602785416003,359428882.5535793,-172130519.728433,-123161161.7718566,8.50069395697292,14.339444213254392,5.903519055706534,130103496.9602092,-70869340.10868135,-30724424.682797723,14.79842632873273,23.7820940198476,10.136306782407289,3.4931099691303924 -1998 WD8,197232,60544.27091212456,2460544.771284986,267185636.29845577,-0.3002767887387477,336.17062801452056,-0.2068832976671219,-20.242569209013997,-0.0856776737356569,359445462.4890727,-172102549.06123957,-123149646.12499452,8.49941168842329,14.340058096474836,5.903958346270048,130132297.6346577,-70822938.56278926,-30704650.77129917,14.731991273201135,23.794069345082768,10.138739542621488,3.491885335440502 -1998 WD8,197272,60544.289593986105,2460544.789965986,267185191.6739865,-0.2510325929382242,336.1665120963911,-0.2065353692694109,-20.244166903094655,-0.0853749567863158,359459180.02221304,-172079403.22568113,-123140116.60743552,8.498350598426356,14.340565994103772,5.904321817205618,130156030.99092844,-70784530.22859249,-30688284.831612725,14.676684226238796,23.797840025081463,10.140752678260023,3.4908898286594923 -1998 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QM186,200531,60549.0432418313,2460549.543613985,275359357.3262856,17.75523380353724,256.32123340906014,0.1612881879041266,-25.91069527566882,-0.0241998290599484,77195890.60992724,-301615545.8708337,-146751682.6461685,18.096238514125204,7.445955065428972,1.6246046218370005,135766591.40294316,-60961318.88463391,-26427987.10187978,13.015801288669032,24.513574492336843,10.594074628477902,25.24915112622117 -2000 QM186,200581,60549.067927108146,2460549.568299985,275397283.5033069,17.806274571554074,256.3256690042133,0.161973440113667,-25.91128731489584,-0.0237718585163818,77234484.67875753,-301599663.32225704,-146748216.6939005,18.09570238159465,7.448048615056817,1.625623271876523,135794325.480878,-60908964.26341904,-26405388.935870018,12.988970922352344,24.579127986527396,10.596307924653258,25.251959515377 -1998 WD8,201564,60550.087518927896,2460550.5878909845,267655922.8944803,2.076125203974343,334.921907101521,-0.2072492102048107,-20.717584059873136,-0.0778167396803063,363633492.9966343,-164856707.85731238,-120154372.64597423,8.166892178845043,14.49497962323256,6.015830146866037,136885487.52124026,-58745883.05412751,-25467900.893065102,12.505629938692447,24.836298553756123,10.685572839609176,4.022206492178083 -2001 SF198,203183,60561.00651885256,2460561.506890983,346160181.70195264,21.697068077324523,248.01281307225003,0.2839697906520597,-14.554552283904457,-0.0926087955076738,20485864.961462144,-345291038.4200741,-101994472.55455816,18.520386129195018,1.027975260093426,-0.2911858047044589,145928887.2882183,-34608646.06799636,-15003837.266341949,7.359910793245913,26.427156421288597,11.429459923067832,24.5162297950128 -2000 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QM186,203247,60561.03699275545,2460561.537364983,293883207.709096,18.21451483595004,259.03496202671,0.2309973455501008,-26.218593644953035,-0.0236624834230732,95799927.65114954,-293372717.7942019,-144810463.8986227,17.799988534015696,8.463977699497052,2.123490634939697,145948224.17899737,-34538960.77114341,-14973741.997340051,7.326058864972901,26.50541201846144,11.431008054899015,26.14853465546247 -2000 QM186,203268,60561.04790460416,2460561.5482769827,293900390.90750176,18.235485942414137,259.03777360349375,0.2313064567739901,-26.21885088977764,-0.0234877791620373,95816708.25943927,-293364738.0313154,-144808461.7844553,17.799685910740735,8.464904105605655,2.123947923763535,145955123.96808314,-34513958.79607934,-14962964.615240237,7.310499865701424,26.532359143946948,11.431569890723452,26.14908242931124 -2000 QM186,203318,60561.072331784715,2460561.5727039827,293938924.8807416,18.278794049341016,259.0440821431276,0.2320915941286972,-26.219420130440852,-0.0231272015000719,95854271.36399785,-293346871.8109927,-144803978.40004712,17.799008254011675,8.466977904274705,2.1249716060156025,145970510.87798935,-34457901.103006974,-14938837.031078553,7.269442111182949,26.589741217072195,11.432841112762738,26.150296194030464 -1998 WD8,203460,60561.139313112064,2460561.639685983,272313725.06870306,7.353692244482819,332.62191866609305,-0.1894625429358431,-21.41756583893437,-0.0494080123395115,371125798.1077975,-150882213.348703,-114311344.27929172,7.523664649954544,14.77131460538702,6.221055099725131,146012168.32715365,-34303625.96835383,-14872662.106916238,7.118378988600731,26.71748802183484,11.436409617289812,7.410247675573959 -1998 WD8,203510,60561.16303088659,2460561.663402983,272328862.03867555,7.420143031596428,332.6170919830244,-0.1894243331094197,-21.41873217126259,-0.0489458359189567,371141213.4056405,-150851944.89109597,-114298596.28512476,7.522268718400646,14.771881916985794,6.221484966972285,146026689.99174622,-34248843.840555996,-14849225.885846889,7.054255731052945,26.749382781709407,11.437695402649842,7.418592395329861 -1998 WD8,203645,60561.22853937814,2460561.728911983,272371370.9454122,7.597973608631332,332.6037883482813,-0.1884819661636562,-21.421897483601516,-0.0477105375528953,371183777.29768646,-150768334.03081194,-114263380.34175338,7.518412662350491,14.773448318169269,6.222672070297478,146066078.4941048,-34097285.706168786,-14784478.664603569,6.861439267161528,26.79385251564068,11.441276030861482,7.441598829981469 -1998 WD8,203695,60561.25212092049,2460561.752492983,272386911.3680269,7.656368373929917,332.5990214862419,-0.1878599073392029,-21.423017716750262,-0.0473059523599682,371199093.4952424,-150738234.8220195,-114250702.1667776,7.517024492755436,14.774011961745613,6.223099301376169,146079985.35599583,-34042695.01845249,-14761166.912271082,6.790228261916289,26.793292867430008,11.4425662505101,7.449858231256301 -1998 WD8,204491,60563.20040441238,2460563.7007769826,273710839.5499258,8.409960976114611,332.2249769091177,-0.1825705437653222,-21.512920872968973,-0.0425411351348117,372454748.63211256,-148247466.92975396,-113200222.5152671,7.402110928055214,14.820201506902118,6.258241052720462,147150870.6020193,-29583697.935410153,-12827436.56318193,5.94646179659351,26.995378932323984,11.530403606444828,8.126913970619798 -1998 WD8,204541,60563.22474067464,2460563.7251129826,273728590.0348785,8.473397246865066,332.2202075470425,-0.1820553672161342,-21.513950710941884,-0.0420978722095904,372470310.5847243,-148216305.7990342,-113187063.65831807,7.4006727863671715,14.820773714843332,6.258678048039936,147163296.75633264,-29526926.89398931,-12803191.162034074,5.873029512914588,27.00307043193596,11.531567934650626,8.135476785108077 -1998 WD8,206470,60565.282790000885,2460565.783162982,275284309.16620696,9.466323233929558,331.83923652177526,-0.1728749468850212,-21.59698575566819,-0.0354127673156824,373775399.2998321,-145576742.22575662,-112070930.92883064,7.278807641072746,14.868739585015794,6.295458221966301,148115769.8691824,-24777999.8528674,-10745483.190041725,4.69470207782125,27.155617770331897,11.610633506428012,8.849704754684664 -2000 QM186,207719,60567.017452984546,2460567.517824982,303202405.3784248,18.185916932934536,260.71715668216746,0.261238157232167,-26.364736754013897,-0.022110625177214,104952408.80213256,-288868406.9479716,-143648407.02245522,17.624929641315084,8.97151179963873,2.374943212318227,148774211.53227815,-20761231.48889185,-9001124.465037497,4.364424522611567,27.039997474031757,11.664565065430194,26.331683326475083 -2000 QM186,207720,60567.01789955423,2460567.5182719817,303203107.77715665,18.186807482554983,260.71728701450877,0.2612489802745996,-26.364746635807013,-0.022103225289394,104953089.44929296,-288868060.48134744,-143648315.30545878,17.624915863202798,8.971549713375493,2.374962066311768,148774380.07852486,-20760187.161447626,-9000673.970027372,4.363839490440634,27.041101288354355,11.664578832155511,26.33169370053156 -2000 QM186,207769,60567.04144418392,2460567.541816982,303240152.7399779,18.23165817598394,260.7241602701294,0.2618820477234371,-26.365262598530563,-0.0217303234232199,104988940.68696094,-288849808.8417533,-143643483.23154476,17.624189975876977,8.973546752380685,2.3759551820138403,148783223.15568835,-20705119.73028248,-8976944.113146462,4.328829151184711,27.09758986872223,11.66531316792392,26.33223324077957 -1998 WD8,210276,60572.05591767253,2460572.5562899816,281459653.9502992,11.74063599022714,330.7146351573876,-0.1461027961324002,-21.784671374158737,-0.0189365373880667,377916716.48381233,-136830998.5217129,-108352091.62669684,6.874400671051413,15.020636114757156,6.414027567063638,149960678.29149136,-8984588.892901028,-3896948.15111056,1.777095047389847,27.402784577996066,11.770781714409232,11.132434217169104 -1998 WD8,210326,60572.08050465147,2460572.5808769814,281484662.70326763,11.80478464805807,330.7107631322982,-0.1463419571320525,-21.785131425454647,-0.0184824375295509,377931317.7451613,-136799090.61686292,-108338466.28532565,6.872923475299323,15.021170761603363,6.414451001028638,149964397.45931432,-8926325.45487744,-3871942.8321812353,1.7232250104291675,27.449956227831716,11.77120780537862,11.140593790445832 -1998 WD8,210553,60572.1865121623,2460572.6868849816,281594100.0151169,12.089669774551949,330.69407699395987,-0.1454630371747259,-21.786983155347773,-0.0164697174135531,377994235.79667366,-136661505.27282384,-108279709.72540727,6.866553732282622,15.023474521880011,6.416276072898451,149978894.8366856,-8674267.496319238,-3764120.378341461,1.430125041175934,27.563093835419483,11.773173573323412,11.17570273645962 -1998 WD8,210603,60572.21088829548,2460572.7112609814,281619626.0060738,12.149553647092649,330.69026635265215,-0.144834329215277,-21.7873794082053,-0.0160469005805129,378008695.223875,-136629865.2587403,-108266196.59798367,6.865088871458948,15.024003939632506,6.416695604912148,149981828.92374343,-8616213.561044142,-3739324.568999129,1.3561376833593657,27.56500616008994,11.77363757737724,11.183741450462769 -2000 QM186,211018,60572.981999239106,2460573.4823719813,312461413.74049586,18.018770735785672,262.58876912898364,0.2884483347223378,-26.497017107682723,-0.0197424364450791,113985667.76809336,-284115060.4858691,-142359638.79492578,17.431732979110276,9.476956625867263,2.627244731682068,150056388.07650498,-6811485.536145482,-2954597.5186336413,1.3846817001091876,27.265472719242524,11.78172120542804,26.3614133714013 -2000 QM186,211039,60572.99318108737,2460573.493553981,312478834.11774683,18.042103575944974,262.5923744231635,0.2886594697561305,-26.497236786679267,-0.0195499624369529,114002507.80045296,-284105904.65614104,-142357100.47201815,17.43135311502939,9.477903173819971,2.627719022219816,150057720.0467882,-6785130.218113657,-2943214.841673643,1.3723411301379933,27.293276023281695,11.781854384988211,26.361402975190543 -2000 QM186,211100,60573.021532990446,2460573.521904981,312523099.8500257,18.09787708297821,262.6015288194015,0.2893224306884749,-26.497784413029517,-0.0190891432590875,114045202.60486346,-284082686.7413124,-142350662.71964386,17.43038970419536,9.480303044266854,2.628921565432117,150061035.3344735,-6718190.69327366,-2914354.447087286,1.3325410922385212,27.361038588138346,11.782210850766305,26.36136539145211 -1998 WD8,211495,60573.20902749124,2460573.7093999814,282666362.379455,12.529253121133976,330.54350889190323,-0.1400389140426158,-21.80337249199953,-0.0131616577325157,378598123.1326095,-135333327.72846052,-107712108.76866992,6.805051326761187,15.045579534914014,6.433831444148001,150079088.285899,-6272458.622560204,-2723465.577175312,0.8507891589135191,27.590978894500452,11.785038941972172,11.50648334985129 -1998 WD8,212355,60574.199558013854,2460574.6999309813,283736921.561952,12.885548192910663,330.4030045754209,-0.1353472322967088,-21.816424094324223,-0.0104118278431503,379177934.72145057,-134044843.3956173,-107160787.6795714,6.745365814623764,15.06679199801252,6.450753494277369,150132675.26432732,-3944913.296525888,-1714507.679355575,0.3674502004442812,27.610423421072724,11.793273580516686,11.822592030603191 -1998 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WD8,212357,60574.20045402672,2460574.7008269816,283737919.18508023,12.88769140641689,330.4028739606412,-0.1353223982580995,-21.816433416560542,-0.0103967174958843,379178456.8854962,-134043677.0579387,-107160288.31905694,6.745311777797099,15.066811096358158,6.450768763785593,150132703.6048719,-3942775.852859261,-1713594.7093629837,0.3647266146635794,27.61038387264987,11.793285118572792,11.822879869400518 +2000 QM186,213796,60576.054993998725,2460576.555365981,317204307.9801259,18.07447779412403,263.6226423277117,0.3035004773743407,-26.557684276348944,-0.0167598493157267,118599554.0519452,-281564500.19582283,-141644812.02704018,17.324828890098864,9.736900810174948,2.7577542149526963,150115693.4040893,414116.2349401566,176786.60052931408,-0.2607539450021833,27.487202515738986,11.79958138551559,26.32265560499461 +2000 QM186,213846,60576.07931101434,2460576.5796839814,317242321.407856,18.10775919309111,263.63090493545377,0.3043576421261267,-26.55808833920994,-0.0164803791572976,118635951.71198928,-281544041.3095885,-141639017.0410756,17.323962744492974,9.73895629912601,2.7587882878811905,150115087.7051076,471915.5737263741,201578.532125661,-0.3169125598490565,27.530497539142583,11.799701731872297,26.322301203377283 From 206e0a611edad4e44a323df34a699c4176e55539 Mon Sep 17 00:00:00 2001 From: Meg Schwamb Date: Mon, 25 Nov 2024 22:14:44 +0000 Subject: [PATCH 23/28] fix config files with dueling info we had two test config files that had the parameters for the A+R ephemeris generation but is reading in from an external file instead, so I commented out the A+R stuff --- tests/data/PPConfig_goldens_test.ini | 10 +++++----- tests/data/PPConfig_test_chunked.ini | 10 +++++----- 2 files changed, 10 insertions(+), 10 deletions(-) diff --git a/tests/data/PPConfig_goldens_test.ini b/tests/data/PPConfig_goldens_test.ini index b050eb12..f5089992 100644 --- a/tests/data/PPConfig_goldens_test.ini +++ b/tests/data/PPConfig_goldens_test.ini @@ -119,22 +119,22 @@ SSP_night_start_utc = 16.0 # Configs for running the ASSIST+REBOUND ephemerides generator. # the field of view of our search field, in degrees -ar_ang_fov = 1.8 +#ar_ang_fov = 1.8 # the buffer zone around the field of view we want to include, in degrees -ar_fov_buffer = 0.2 +#ar_fov_buffer = 0.2 # the "picket" is our imprecise discretization of time that allows us to move progress # our simulations forward without getting too granular when we don't have to. # the unit is number of days. -ar_picket = 1 +#ar_picket = 1 # the obscode is the MPC observatory code for the provided telescope. -ar_obs_code = X05 +#ar_obs_code = X05 # the order of healpix which we will use for the healpy portions of the code. # the nside is equivalent to 2**ar_healpix_order -ar_healpix_order = 6 +#ar_healpix_order = 6 [OUTPUT] diff --git a/tests/data/PPConfig_test_chunked.ini b/tests/data/PPConfig_test_chunked.ini index c0d96fc4..e6b05670 100644 --- a/tests/data/PPConfig_test_chunked.ini +++ b/tests/data/PPConfig_test_chunked.ini @@ -116,22 +116,22 @@ fading_function_on = False # Configs for running the ASSIST+REBOUND ephemerides generator. # the field of view of our search field, in degrees -ar_ang_fov = 1.8 +#ar_ang_fov = 1.8 # the buffer zone around the field of view we want to include, in degrees -ar_fov_buffer = 0.2 +#ar_fov_buffer = 0.2 # the "picket" is our imprecise discretization of time that allows us to move progress # our simulations forward without getting too granular when we don't have to. # the unit is number of days. -ar_picket = 1 +#ar_picket = 1 # the obscode is the MPC observatory code for the provided telescope. -ar_obs_code = X05 +#ar_obs_code = X05 # the order of healpix which we will use for the healpy portions of the code. # the nside is equivalent to 2**ar_healpix_order -ar_healpix_order = 6 +#ar_healpix_order = 6 [OUTPUT] From 9e75401dd154da4d87faed3b98749a0da65324c2 Mon Sep 17 00:00:00 2001 From: Ryan Lyttle Date: Tue, 26 Nov 2024 09:28:05 +0000 Subject: [PATCH 24/28] removed footprint_edge_threshold check and changed a test config file removed flag not needed for footprint_edge_threshold. PPConfig_test_unchunked.ini has ephemerides_type = ar. so commented out simulation section in this config file. --- post_readin_ephem_nonprimary.csv | 1199 ++++++++++++++++++++++++ src/sorcha/utilities/sorchaConfigs.py | 1 - tests/data/PPConfig_test_unchunked.ini | 10 +- tests/sorcha/test_sorchaConfigs.py | 15 +- 4 files changed, 1207 insertions(+), 18 deletions(-) create mode 100644 post_readin_ephem_nonprimary.csv diff --git a/post_readin_ephem_nonprimary.csv b/post_readin_ephem_nonprimary.csv new file mode 100644 index 00000000..3f8659e6 --- /dev/null +++ b/post_readin_ephem_nonprimary.csv @@ -0,0 +1,1199 @@ 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+961,2011_YA42,145544,60426.97466688626,464884186.6196584,26.09101084789796,137.19674171272652,0.0842627301554163,1.3739852992587638,0.003686543682906,-461442490.2637993,232907116.64413664,-24785256.17676481,-7.415126860699418,-10.338869770214364,-8.549333742811335,-120459109.66685458,-82882976.43060438,-35932374.25934138,17.093567293268812,-22.25000140321331,-9.52031138767487,16.53809704680087,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 +962,2011_YA42,145612,60427.00534517539,464953451.56804407,26.170830073981143,137.19932985385287,0.0844392832436526,1.374097502584169,0.0036282012139002,-461462142.02221936,232879713.365184,-24807915.541768968,-7.413955653096205,-10.33946122258099,-8.549270879701911,-120413706.45565829,-82942010.32298246,-35957604.74255682,17.165989218794035,-22.29075609989668,-9.516784841226915,16.539804335549984,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 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+978,2013_CC263,147737,60429.09324107702,336708082.0994518,13.13045677507898,185.2872686891644,-0.1388543439148923,-11.53825529940226,0.0563977972056979,-445702235.8290355,-117253485.8104203,-105000707.96748354,3.776632608260867,-13.62149750676468,-8.13042988155541,-117202236.6882613,-86853082.69677296,-37651627.75007989,18.22119360398565,-21.768946111858376,-9.262169686601617,9.32874593032974,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 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+982,2012_HW1,148015,60429.227456929824,69937870.64187734,-3.536730652323688,215.8939482580617,-1.029310427605456,16.586450376727726,1.4253963746545044,-171288206.25332135,-126402254.10168488,-17794355.07591365,17.45225352828921,-4.45710603537635,9.04401737975432,-116988775.77294888,-87104761.5170658,-37758940.62104759,18.575295170281287,-21.59526135715816,-9.24609930826694,21.371120869434183,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 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+1106,2013_GD138,192572,60529.991374572,5888785068.744461,29.3707405170535,230.90346790996648,0.000608670703462,-18.368647089943615,-0.0007249043611065,-3416031844.6560245,-4434711191.747974,-1897943420.3614228,3.869698285040189,-2.6271951563975136,-1.6486176977122045,108390770.71871424,-97373779.747713,-42212031.241307296,20.71432453890675,19.251550413684605,8.425520681895714,1.4575778400201524,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 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+1109,2010_TU149,192897,60530.14783410642,267336488.18912837,19.438896289472677,303.6044008290216,-0.3369252958643706,-22.73276738474581,-0.0662853057878394,245135803.17710227,-302472736.0934764,-145405783.78388375,14.655583996916503,-4.168104849117212,-2.366063392310906,108670799.56322835,-97110616.69090536,-42097988.238506265,20.65214653252829,19.682215938771385,8.447203554912909,5.517960904083242,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 +1110,2010_TU149,193155,60530.27139756271,267545846.3536512,19.772178415107845,303.55938222805355,-0.3344168713563268,-22.74080480355297,-0.0638985824863072,245292227.8276124,-302517199.3595742,-145431026.53867835,14.65074612608154,-4.162138288334394,-2.3631950345991157,108889899.90574352,-96899099.17245352,-42007713.33500219,20.36889472362886,19.91191523572984,8.464845610429215,5.572333363731019,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 +1111,2010_TU149,193733,60531.08058712318,268925482.781199,19.781371182813764,303.2745268949479,-0.3302500348995755,-22.793246931190662,-0.0650171517701557,246315346.37415376,-302806809.1403986,-145595580.88935634,14.61910268236407,-4.123184432780008,-2.344466522767431,110291128.28738424,-95528962.33364964,-41411985.222179554,20.363028329691648,19.822425865473196,8.575038030304345,5.920170991180719,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 +1112,2010_TU149,193734,60531.081035872165,268926248.4561015,19.782534476647267,303.274366408801,-0.330256780310132,-22.793276057016588,-0.0650088114061583,246315912.20117223,-302806968.7264096,-145595671.63092428,14.619085181897711,-4.123162923800447,-2.344456180625712,110291916.478035,-95528195.03820926,-41411653.30517232,20.362747416026835,19.82369581828532,8.57509917408713,5.9203660975232175,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 +1113,2010_TU149,193783,60531.105135956896,268967505.3116931,19.84691888115647,303.26572893055106,-0.3305401368435093,-22.79483724862445,-0.0645464381503781,246346349.6517198,-302815552.3681536,-145600552.44906324,14.61814378128403,-4.122005949815391,-2.343899872482019,110334297.59719595,-95486846.6887653,-41393794.45888911,20.342969678186076,19.8912836227394,8.578398769664663,5.930863419085886,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 +1114,2010_TU149,193784,60531.10559182045,268968287.24272585,19.84816727884483,303.26556543404905,-0.3305439599267776,-22.794866679737403,-0.0645374610353259,246346925.5443688,-302815714.7572991,-145600644.78858638,14.61812596947611,-4.121984060305126,-2.3438893473145352,110335099.06812468,-95486062.97961904,-41393456.482656926,20.342507988195617,19.89254405136245,8.578461396599602,5.931062059224778,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 +1115,2010_TU149,194920,60534.189503017005,274497094.73429483,21.626365339122977,302.2155138839904,-0.3101405592802718,-22.97922590126185,-0.0551590442978323,250225651.19698185,-303894352.37425286,-146215709.7920585,14.49814946382678,-3.975429140808101,-2.273397885651031,115502043.01911378,-90085304.18031862,-39052771.57408773,19.069545033228312,21.027002626202883,8.985188732022312,7.223223453608275,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 +1116,2012_BB14,195697,60540.99736500656,53952166.07957064,2.874306048466043,230.96771117522977,1.149040184225852,-20.06982260947222,-0.172587123135986,93854654.31383611,-116697201.47183844,-52038418.661787696,24.91343860594975,13.011195325498475,7.038783629872142,125768237.7190671,-77332587.54680093,-33523921.924158536,16.479310679707,22.49345627087695,9.791909560646564,72.57122483536796,1.0627063,0.098754,2.64121,316.78101,255.55235,135.8483,60200,KEP,24.99,0.15,1.72,0.48,-0.11,-0.12,-0.12 +1117,2012_BB14,195698,60540.99781472023,53952277.61382486,2.875320487264691,230.96826045892337,1.1490822149006148,-20.069900092890126,-0.172550660382197,93855620.7840258,-116696696.72272688,-52038145.60338878,24.913317350011088,13.01134609751139,7.038850863246839,125768877.01259574,-77331714.92119797,-33523542.05985677,16.47940528955028,22.49467315298818,9.791958088886108,72.57111013601452,1.0627063,0.098754,2.64121,316.78101,255.55235,135.8483,60200,KEP,24.99,0.15,1.72,0.48,-0.11,-0.12,-0.12 +1118,2013_GD138,195700,60540.99871228398,5916819348.926104,29.65818781063044,230.94003680910063,0.0050531863427709,-18.38315726778295,-0.0018392213802525,-3412351044.663959,-4437208282.875532,-1899510636.734139,3.871691702576224,-2.624640428709108,-1.6475223623184063,125770155.61036088,-77329969.5282941,-33522782.32560478,16.479585140075965,22.4971092694367,9.792055166168714,1.4657864505836615,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 +1119,2012_BB14,195747,60541.02120857769,53958141.99595205,2.926258889067979,230.99691067926136,1.151630028264116,-20.0739150207263,-0.1707158489462465,93905969.74472332,-116670389.96476984,-52023914.9829449,24.906998243103747,13.01920034921036,7.042353203690536,125802187.89331704,-77286183.04099363,-33503747.584732115,16.479970511638903,22.558954662299637,9.794496235428085,72.5651105386482,1.0627063,0.098754,2.64121,316.78101,255.55235,135.8483,60200,KEP,24.99,0.15,1.72,0.48,-0.11,-0.12,-0.12 +1120,2012_BB14,195748,60541.02165548278,53958255.03846592,2.927192067955275,230.99745876620744,1.1516853568161864,-20.07399132316124,-0.1706821501716913,93906931.66099918,-116669887.15494704,-52023643.00304722,24.906877474771814,13.019350398385054,7.0424201114551535,125802824.36143228,-77285311.77233036,-33503369.312586345,16.479897180592364,22.56019543884637,9.79454492035888,72.56499539743201,1.0627063,0.098754,2.64121,316.78101,255.55235,135.8483,60200,KEP,24.99,0.15,1.72,0.48,-0.11,-0.12,-0.12 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+1124,2010_TU149,196322,60543.19511484154,292895510.95954174,25.841234508474724,299.56107509153185,-0.243531266239475,-23.387610177975564,-0.0339752196595239,261370844.50494245,-306825626.08116835,-147906614.0789152,14.153187448580267,-3.5636560761962923,-2.075086268386076,128742613.0170756,-72987966.30870214,-31641909.95600356,15.37796798568522,23.48127825649953,10.027450949073128,10.592722029456892,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 +1125,2010_TU149,196372,60543.21953239419,292950088.3632576,25.89881285164813,299.55460616760206,-0.2427616389872742,-23.388434906928573,-0.033581682659986,261400700.14579156,-306833142.5857347,-147910990.989752,14.152262733527492,-3.562570879248605,-2.0745631317575706,128774987.67481272,-72938390.62474516,-31620752.06699089,15.312343902617028,23.51481554618579,10.030128855113022,10.60110760232103,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 +1126,2010_TU149,197694,60546.03978822161,299347239.5232995,26.689466214765265,298.85884043228793,-0.2221471638343209,-23.47978568919487,-0.0305603129248669,264835900.8730796,-307685978.07480925,-148409136.2876571,14.045834941806156,-3.438319657666196,-2.014648117200261,132317874.15470816,-67221867.80404104,-29141562.837969925,14.350134115371532,23.83953662250937,10.31391428008236,11.521790096185546,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 +1127,2010_TU149,197698,60546.04171399457,299351678.77835774,26.6943772271488,298.85837417760933,-0.2221633590186085,-23.47984448557203,-0.0305268080521419,264838236.7621606,-307686549.87810946,-148409471.330672,14.045762551129112,-3.438235577435669,-2.0146075610456697,132320260.75584003,-67217902.37301469,-29139847.41209072,14.348763472034893,23.84481832573241,10.31410267917948,11.522408974964506,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 +1128,2010_TU149,197744,60546.064340385645,299403921.2444056,26.753481787722848,298.85289171438603,-0.222284507851079,-23.48053068188297,-0.0301233440744325,264865692.56437007,-307693269.96863,-148413409.01600835,14.044911676202824,-3.437247348230535,-2.014130886822432,132348293.47824667,-67171226.15646721,-29119681.45082844,14.328273891043596,23.906198578766507,10.316326956089794,11.529683841261422,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 +1129,2010_TU149,197748,60546.06643270822,299408757.249795,26.759054546170013,298.8523847075762,-0.2222891484952028,-23.48059366013463,-0.0300852892835912,264868230.9315696,-307693891.1831626,-148413773.0312356,14.04483301017691,-3.437155987462572,-2.014086818670386,132350883.09004982,-67166904.63437147,-29117816.768359806,14.32597621062121,23.911785475353923,10.316533504644134,11.5303564242128,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 +1130,2010_TU149,197983,60546.1807013377,299674457.7283804,27.063215419721264,298.8247474603834,-0.2208100074127301,-23.48391140197786,-0.0280143122157107,265006859.6783012,-307727798.0003879,-148433644.124548,14.040536739793213,-3.4321674560045032,-2.011680555863615,132491386.57222869,-66929471.52830596,-29015906.872005764,14.108936256935742,24.166194506145384,10.328019221673843,11.567010493461618,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 +1131,2010_TU149,197985,60546.18160012012,299676559.84316474,27.06542316616341,298.8245310373477,-0.2207853124605715,-23.483936580136245,-0.0279993897201915,265007950.15760744,-307728064.56357294,-148433800.36416927,14.040502944109477,-3.432128222972915,-2.0116616312333515,132492482.3748544,-66927594.39663793,-29015104.65392852,14.106634151354244,24.167638372655095,10.328110893573784,11.56729771560202,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 +1132,2010_TU149,198033,60546.20468973689,299730605.781797,27.12003553328435,298.81898146875864,-0.2200884754915699,-23.484578750081106,-0.0276313010046537,265035956.0120656,-307734909.6554155,-148437812.5590025,14.039634995953914,-3.431120675364832,-2.011175624604375,132520563.03844866,-66879348.207767874,-28994498.86120965,14.04528276752968,24.20090077180197,10.330470053645149,11.574665375918112,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 +1133,2010_TU149,198035,60546.20558627757,299732707.616721,27.122069080098072,298.81876623408965,-0.220059052276584,-23.484603529229013,-0.0276176395608124,265037043.99528816,-307735175.5444087,-148437968.41187897,14.03960127744943,-3.4310815353254096,-2.0111567447362475,132521651.46382128,-66877472.5742008,-28993698.23788908,14.042820664854547,24.20204028291808,10.330561872204116,11.57495123729563,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 +1134,2010_TU149,199505,60548.00384741028,303967194.65993845,27.40372380536478,298.4124134914259,-0.2064836836646813,-23.53404105704981,-0.0272039910346453,267212931.792696,-308262140.2816466,-148747483.1105892,13.972152906998806,-3.353041407328581,-1.9735057447285989,134610910.34121773,-63146778.11657222,-27375251.660808872,13.48560293653252,24.19066861964988,10.4999328829967,12.125095854307585,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 +1135,2010_TU149,199555,60548.02824711321,304025025.6648148,27.4627026574143,298.40691388654227,-0.2067848120922807,-23.534700043199063,-0.0268063396590425,267242383.66666964,-308269207.2711289,-148751642.65946248,13.971239759647355,-3.351988321697004,-1.972997580240238,134639331.15518814,-63095709.76954249,-27353113.764059093,13.475485631362837,24.25761468754074,10.50217365053784,12.132537011513309,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 +1136,2011_OB60,201015,60549.277482017504,5377178786.317517,-12.494024621871654,4.893279261168198,-0.0161316094731693,-11.16783820354431,-0.0113235880869314,5392155102.345315,389527933.6633773,-1067685146.1970812,-0.6102084600451311,6.184056560622735,0.9687175407161652,136025457.8880069,-60460267.59772126,-26213360.97867716,12.481481712095103,24.891709845687064,10.615872702807374,0.7470105912977019,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 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+1141,2010_TU149,201371,60549.99946723629,308792703.6443472,28.16259663957798,297.9913899071984,-0.1911808462071269,-23.581804884886783,-0.023501961610219,269615379.46250606,-308832827.2761592,-149084157.0456266,13.897647367813097,-3.267419231112881,-1.9321805331045556,136789958.33425245,-58933954.50796894,-25549163.156139694,12.588396111310216,24.602721314847347,10.677896604551552,12.705889016223685,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 +1142,2010_TU149,201372,60549.99991567282,308793793.7248177,28.163639787407117,297.9912964523812,-0.1911872041766815,-23.58181541220102,-0.0234950078149362,269615917.3502465,-308832953.73644096,-149084231.8276552,13.897630682366833,-3.267400124122015,-1.9321713092880195,136790445.59332153,-58933002.18255837,-25548749.84420727,12.588284138905063,24.60394199178939,10.677934979242345,12.706018242897626,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 +1143,2010_TU149,201421,60550.02359550674,308851471.23686945,28.220855401798488,297.9863528098898,-0.1914595712415249,-23.582367305846084,-0.0231131789760845,269644347.6576033,-308839637.0171649,-149088184.08633,13.896748762503872,-3.266390255140442,-1.931683798229363,136816191.42731372,-58882597.56034548,-25526901.219800133,12.577807255567324,24.668600553623232,10.67997339650606,12.71285105493044,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 +1144,2010_TU149,201422,60550.02400892829,308852478.2343797,28.22188616670091,297.98626653079253,-0.1914631813933699,-23.58237685017032,-0.0231062942381382,269644843.4912192,-308839753.5611426,-149088253.0083568,13.896733381491432,-3.2663726433990843,-1.9316752961958077,136816640.239187,-58881717.28539501,-25526520.123426512,12.577545123980435,24.66972654989976,10.680009123344634,12.712970255077716,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 +1145,2012_BB14,203190,60561.00968537829,60543607.27172553,4.979977194060261,255.3847509674448,1.0541973182146829,-21.883930595365317,-0.0038059938070684,131754952.15203388,-88964400.3880419,-37566979.80960063,18.6714285202054,18.727326614326312,9.53025610407759,145930900.76461267,-34601413.70721643,-15000709.813279746,7.357066100515036,26.4354399020796,11.429619344680486,67.30198742620266,1.0627063,0.098754,2.64121,316.78101,255.55235,135.8483,60200,KEP,24.99,0.15,1.72,0.48,-0.11,-0.12,-0.12 +1146,2012_BB14,203240,60561.03383887129,60554055.04365064,5.031618061005142,255.41221823544467,1.056457345874325,-21.884000518554764,-0.0020070095261829,131793906.66178615,-88925314.59975967,-37547089.73063531,18.663057221418065,18.73297722477143,9.532642074830411,145946227.19510522,-34546182.57584057,-14976856.98755436,7.330225077891612,26.497496836124363,11.430846382682892,67.29706534465728,1.0627063,0.098754,2.64121,316.78101,255.55235,135.8483,60200,KEP,24.99,0.15,1.72,0.48,-0.11,-0.12,-0.12 +1147,2010_TU149,204033,60561.98014383766,340222532.1762522,31.98643264760575,296.1524383367487,-0.1017634410727139,-23.73075349966813,-0.0047239110522559,283771061.1296893,-311956348.4390223,-150959199.44033724,13.457717774007346,-2.773922188928119,-1.6936588374870438,146493616.95576036,-32386153.36794229,-14040315.609752754,6.885808414352644,26.47511869954351,11.475964468941452,15.516150454437277,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 +1148,2010_TU149,204054,60561.99041649903,340250932.9284566,32.01087535501756,296.1512958865694,-0.1018446386558269,-23.730801247350204,-0.0045711931147765,283783004.5863934,-311958810.09188163,-150960702.46164382,13.45734579370252,-2.773513398889783,-1.6934610145430915,146499726.18612796,-32362642.354486767,-14030129.48057864,6.87983826961382,26.50223291236751,11.476438820474824,15.51813219929998,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 +1149,2010_TU149,204407,60563.15985034387,343515363.1955973,32.68657801036633,296.0323689385204,-0.0926116210533829,-23.73417383172876,-0.0006850842525254,285140438.9290006,-312236667.6294585,-151130654.6394902,13.415058122543742,-2.727132032995662,-1.671013345498838,147129825.60580647,-29678235.03060481,-12867834.153149948,6.064725589096099,26.96201941065671,11.528469438476126,15.733091549351448,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 +1150,2010_TU149,204457,60563.18444766805,343584877.15337974,32.73354032902418,296.0298910637837,-0.0918092149028162,-23.73418707562097,-0.0003983712318861,285168944.29582846,-312242461.610881,-151134204.95663452,13.414169884787102,-2.7261597370292754,-1.670542716959074,147142639.52387774,-29620909.557125576,-12843332.827523768,5.993867785531956,26.985260252213408,11.529641029848252,15.737574760938443,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 +1151,2011_OB60,206359,60565.23078212264,5365108168.041931,-4.902779938937093,4.611862588592351,-0.0189059993883084,-11.346606309276511,-0.0109197268475903,5391309815.629266,398051612.756857,-1066349119.6864046,-0.6162617944943458,6.183389486671031,0.9697916860652313,148094332.42177895,-24900095.841504924,-10797650.719944673,4.848466809022358,27.1808586059178,11.608515328981865,0.4255827124834468,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 +1152,2011_OB60,206409,60565.25507915272,5365097951.782634,-4.830497513239132,4.611394060676264,-0.0189054765860317,-11.34687147506631,-0.0109073285407686,5391308521.90476,398064593.5133468,-1066347083.8060992,-0.6162710059380256,6.183388458303758,0.9697933173352332,148104433.74630514,-24843041.38049599,-10773280.375393026,4.775447383415411,27.17430107725836,11.609508664883988,0.4251751190443072,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 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+1156,2011_OB60,207505,60566.34552085392,5364664595.59454,-4.082201481619254,4.590676695097499,-0.0189371502486328,-11.358738481652855,-0.0108051247833432,5391250440.137259,398647162.6593738,-1066255710.7535772,-0.6166843757587087,6.183342296499033,0.9698665286611468,148535322.0766528,-22313061.75843561,-9677789.565367218,4.028989084487281,27.144550531922647,11.645970410564244,0.407812356379368,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 +1157,2012_BB14,207723,60567.01924388093,63187766.59614567,5.517207415830184,262.2863183896722,1.019241576940856,-21.807215271776187,0.0390191046064789,140900572.18862292,-78892178.94574517,-32472611.57906273,16.542106412474403,20.03876260505464,10.077491640230551,148774886.69018734,-20757046.92171286,-8999319.456146356,4.362062899374211,27.04441236849802,11.664620263343842,65.9649437737066,1.0627063,0.098754,2.64121,316.78101,255.55235,135.8483,60200,KEP,24.99,0.15,1.72,0.48,-0.11,-0.12,-0.12 +1158,2010_TU149,209665,60569.085998488736,360482660.7065793,33.90484895762511,295.5930016454146,-0.053410551632989,-23.726199136403803,0.0054718912401802,291953907.3271768,-313573539.08075553,-151957427.5070491,13.202470364427066,-2.496658019360029,-1.5593896194027723,149395828.61252555,-15938585.819176598,-6911305.668994362,3.2316419933304488,27.321347338758788,11.717817463426384,16.66361281115056,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 +1159,2010_TU149,209715,60569.11017920302,360553553.3445972,33.96093936656698,295.5915972416923,-0.0529098603699285,-23.72606274830747,0.0058051425400099,291981486.410416,-313578753.63600445,-151960684.6058325,13.2016086639608,-2.495732837667345,-1.5589412659307245,149402519.9549537,-15881461.0226475,-6886823.677735758,3.1728830047002576,27.36227141354008,11.718467796102368,16.66701606071555,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 +1160,2010_TU149,209758,60569.129715667215,360610911.0552336,34.00334388829502,295.5904732354709,-0.0524228574904855,-23.725946854067868,0.0060565366111065,292003766.4277905,-313582965.0998363,-151963315.3544724,13.200912523769585,-2.494985465605242,-1.5585790794346408,149407832.4696126,-15835251.950245928,-6867043.5041253865,3.121354249671211,27.389863050978494,11.719001828046094,16.669754777951862,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 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+1197,2011_OB60,215649,60582.23999612522,5364162985.772348,3.7760214808756905,4.279246633791008,-0.0197902337288803,-11.521288720081804,-0.0094304537508199,5390399421.342276,407138188.40489936,-1064923074.4624032,-0.6227081919210546,6.18266990040743,0.9709358944407676,148974070.12329823,14942638.746939505,6472033.0295156175,-3.8771409701954433,27.443553642781463,11.737974215035909,0.3788798902525094,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 diff --git a/src/sorcha/utilities/sorchaConfigs.py b/src/sorcha/utilities/sorchaConfigs.py index e066a1fa..be805582 100644 --- a/src/sorcha/utilities/sorchaConfigs.py +++ b/src/sorcha/utilities/sorchaConfigs.py @@ -256,7 +256,6 @@ def _camera_footprint(self): "ERROR: a default detector footprint is currently only provided for LSST; please provide your own footprint file." ) - check_key_exists(self.footprint_edge_threshold, "footprint_edge_threshold") self.footprint_edge_threshold = cast_as_float( self.footprint_edge_threshold, "footprint_edge_threshold" ) diff --git a/tests/data/PPConfig_test_unchunked.ini b/tests/data/PPConfig_test_unchunked.ini index ff1b873b..e6b03b12 100644 --- a/tests/data/PPConfig_test_unchunked.ini +++ b/tests/data/PPConfig_test_unchunked.ini @@ -116,22 +116,22 @@ fading_function_on = False # Configs for running the ASSIST+REBOUND ephemerides generator. # the field of view of our search field, in degrees -ar_ang_fov = 1.8 +#ar_ang_fov = 1.8 # the buffer zone around the field of view we want to include, in degrees -ar_fov_buffer = 0.2 +#ar_fov_buffer = 0.2 # the "picket" is our imprecise discretization of time that allows us to move progress # our simulations forward without getting too granular when we don't have to. # the unit is number of days. -ar_picket = 1 +#ar_picket = 1 # the obscode is the MPC observatory code for the provided telescope. -ar_obs_code = X05 +#ar_obs_code = X05 # the order of healpix which we will use for the healpy portions of the code. # the nside is equivalent to 2**ar_healpix_order -ar_healpix_order = 6 +#ar_healpix_order = 6 [OUTPUT] diff --git a/tests/sorcha/test_sorchaConfigs.py b/tests/sorcha/test_sorchaConfigs.py index d7f9b9c0..c1ce47dd 100644 --- a/tests/sorcha/test_sorchaConfigs.py +++ b/tests/sorcha/test_sorchaConfigs.py @@ -486,23 +486,14 @@ def test_fovConfigs_surveyname(): ) -@pytest.mark.parametrize("key_name", ["fill_factor", "circle_radius", "footprint_edge_threshold"]) -def test_fovConfigs_camera_footprint_mandatory_and_notrequired(key_name): +@pytest.mark.parametrize("key_name", ["fill_factor", "circle_radius"]) +def test_fovConfigs_camera_footprint_notrequired(key_name): """ this loops through the mandatory keys and keys that shouldn't exist and makes sure the code fails correctly when each is missing """ fov_configs = correct_fov_read.copy() - # check keys exist - if key_name == "footprint_edge_threshold": - - del fov_configs[key_name] - with pytest.raises(SystemExit) as error_text: - test_configs = fovConfigs(**fov_configs) - assert ( - error_text.value.code - == f"ERROR: No value found for required key {key_name} in config file. Please check the file and try again." - ) + # check these dont exist if key_name == "fill_factor" or key_name == "circle_raidus": fov_configs[key_name] = 0.5 From 32114c74e2b4d6ab104d88758c09f24f25d8d4d1 Mon Sep 17 00:00:00 2001 From: Ryan Lyttle Date: Tue, 26 Nov 2024 12:37:04 +0000 Subject: [PATCH 25/28] Added documentation for the class methods --- src/sorcha/utilities/sorchaConfigs.py | 199 ++++++++++++++++++++++++-- 1 file changed, 191 insertions(+), 8 deletions(-) diff --git a/src/sorcha/utilities/sorchaConfigs.py b/src/sorcha/utilities/sorchaConfigs.py index be805582..6fc40d62 100644 --- a/src/sorcha/utilities/sorchaConfigs.py +++ b/src/sorcha/utilities/sorchaConfigs.py @@ -32,7 +32,17 @@ def __post_init__(self): self._validate_input_configs() def _validate_input_configs(self): + """ + Validates the input config attributes after initialisation. + Parameters + ----------- + None. + + Returns + ---------- + None + """ # make sure all the mandatory keys have been populated. check_key_exists(self.ephemerides_type, "ephemerides_type") check_key_exists(self.eph_format, "eph_format") @@ -74,7 +84,17 @@ def __post_init__(self): self._validate_simulation_configs() def _validate_simulation_configs(self): + """ + Validates the simulation config attributes after initialisation. + + Parameters + ----------- + None. + Returns + ---------- + None + """ # make sure all the mandatory keys have been populated. if self._ephemerides_type == "ar": check_key_exists(self.ar_ang_fov, "ar_ang_fov") @@ -116,11 +136,21 @@ class filtersConfigs: """other filters given alongside main filter""" def __post_init__(self): - """Automatically validates the filters configs after initialisation.""" + """Automagically validates the filters configs after initialisation.""" self._validate_filters_configs() def _validate_filters_configs(self): + """ + Validates the filters config attributes after initialisation. + Parameters + ----------- + None. + + Returns + ---------- + None + """ # checks mandatory keys are populated check_key_exists(self.observing_filters, "observing_filters") check_key_exists(self.survey_name, "survey_name") @@ -128,7 +158,17 @@ def _validate_filters_configs(self): self._check_for_correct_filters() def _check_for_correct_filters(self): - """makes sure the filters selected are used by the chosen survey""" + """ + Checks the filters selected are used by the chosen survey. + + Parameters + ----------- + None. + + Returns + ---------- + None + """ if self.survey_name in ["rubin_sim", "RUBIN_SIM", "LSST", "lsst"]: lsst_filters = ["u", "g", "r", "i", "z", "y"] @@ -163,10 +203,21 @@ class saturationConfigs: """Filters of the observations you are interested in, comma-separated.""" def __post_init__(self): - """Automatically validates the filters configs after initialisation.""" + """Automagically validates the saturation configs after initialisation.""" self._validate_saturation_configs() def _validate_saturation_configs(self): + """ + Validates the saturation config attributes after initialisation. + + Parameters + ----------- + None. + + Returns + ---------- + None + """ check_key_exists(self._observing_filters, "_observing_filters") if self.bright_limit: self.bright_limit_on = True @@ -197,11 +248,21 @@ class phasecurvesConfigs: """The phase function used to calculate apparent magnitude. The physical parameters input""" def __post_init__(self): - """Automatically validates the phasecurve configs after initialisation.""" + """Automagically validates the phasecurve configs after initialisation.""" self._validate_phasecurve_configs() def _validate_phasecurve_configs(self): + """ + Validates the phasecurve config attributes after initialisation. + + Parameters + ----------- + None. + Returns + ---------- + None + """ # make sure all the mandatory keys have been populated. check_key_exists(self.phase_function, "phase_function") @@ -231,10 +292,21 @@ class fovConfigs: """name of survey""" def __post_init__(self): + """Automagically validates the fov configs after initialisation.""" self._validate_fov_configs() def _validate_fov_configs(self): + """ + Validates the fov config attributes after initialisation. + Parameters + ----------- + None. + + Returns + ---------- + None + """ check_key_exists(self.camera_model, "camera_model") check_value_in_list(self.camera_model, ["circle", "footprint", "none"], "camera_model") @@ -245,7 +317,17 @@ def _validate_fov_configs(self): self._camera_circle() def _camera_footprint(self): - """runs checks for when camera model footprint is chosen""" + """ + Validates the fov config attributes for a footprint camera model. + + Parameters + ----------- + None. + + Returns + ---------- + None + """ if self.footprint_path: PPFindFileOrExit(self.footprint_path, "footprint_path") elif self.survey_name.lower() not in ["lsst", "rubin_sim"]: @@ -263,7 +345,17 @@ def _camera_footprint(self): check_key_doesnt_exist(self.circle_radius, "circle_radius", 'but camera model is not "circle".') def _camera_circle(self): - """runs checks for when camera model circle is chosen""" + """ + Validates the fov config attributes for a circle camera model. + + Parameters + ----------- + None. + + Returns + ---------- + None + """ if self.fill_factor: self.fill_factor = cast_as_float(self.fill_factor, "fill_factor") if self.fill_factor < 0.0 or self.fill_factor > 1.0: @@ -306,6 +398,17 @@ def __post_init__(self): self._validate_fadingfunction_configs() def _validate_fadingfunction_configs(self): + """ + Validates the fadindfunction config attributes after initialisation. + + Parameters + ----------- + None. + + Returns + ---------- + None + """ # make sure all the mandatory keys have been populated. check_key_exists(self.fading_function_on, "fading_function_on") @@ -381,9 +484,21 @@ class linkingfilterConfigs: """The time in UTC at which it is noon at the observatory location (in standard time). For the LSST, 12pm Chile Standard Time is 4pm UTC.""" def __post_init__(self): + """Automagically validates the linking filter configs after initialisation.""" self._validate_linkingfilter_configs() def _validate_linkingfilter_configs(self): + """ + Validates the linkingfilter config attributes after initialisation. + + Parameters + ----------- + None. + + Returns + ---------- + None + """ self.ssp_detection_efficiency = cast_as_float( self.ssp_detection_efficiency, "ssp_detection_efficiency" @@ -467,11 +582,21 @@ class outputConfigs: """magnitude decimal places""" def __post_init__(self): - """Automagically validates the input configs after initialisation.""" + """Automagically validates the output configs after initialisation.""" self._validate_output_configs() def _validate_output_configs(self): + """ + Validates the output config attributes after initialisation. + + Parameters + ----------- + None. + Returns + ---------- + None + """ # make sure all the mandatory keys have been populated. check_key_exists(self.output_format, "output_format") check_key_exists(self.output_columns, "output_columns") @@ -486,6 +611,17 @@ def _validate_output_configs(self): self._validate_decimals() def _validate_decimals(self): + """ + Validates the decimal output config attributes after initialisation. + + Parameters + ----------- + None. + + Returns + ---------- + None + """ self.position_decimals = cast_as_float(self.position_decimals, "position_decimals") self.magnitude_decimals = cast_as_float(self.magnitude_decimals, "magnitude_decimals") if self.position_decimals and self.position_decimals < 0: @@ -504,9 +640,21 @@ class lightcurveConfigs: """The unique name of the lightcurve model to use. Defined in the ``name_id`` method of the subclasses of AbstractLightCurve. If not none, the complex physical parameters file must be specified at the command line.lc_model = none""" def __post_init__(self): + """Automagically validates the lightcurve configs after initialisation.""" self._validate_lightcurve_configs() def _validate_lightcurve_configs(self): + """ + Validates the lightcurve config attributes after initialisation. + + Parameters + ----------- + None. + + Returns + ---------- + None + """ self.lc_model = None if self.lc_model == "none" else self.lc_model if self.lc_model and self.lc_model not in LC_METHODS: logging.error( @@ -525,9 +673,21 @@ class activityConfigs: """The unique name of the actvity model to use. Defined in the ``name_id`` method of the subclasses of AbstractCometaryActivity. If not none, a complex physical parameters file must be specified at the command line.""" def __post_init__(self): + """Automagically validates the activity configs after initialisation.""" self._validate_activity_configs() def _validate_activity_configs(self): + """ + Validates the activity config attributes after initialisation. + + Parameters + ----------- + None. + + Returns + ---------- + None + """ self.comet_activity = None if self.comet_activity == "none" else self.comet_activity if self.comet_activity and self.comet_activity not in CA_METHODS: logging.error( @@ -567,10 +727,21 @@ class expertConfigs: """flag for calculating effects of vignetting on limiting magnitude""" def __post_init__(self): + """Automagically validates the expert configs after initialisation.""" self._validate_expert_configs() def _validate_expert_configs(self): + """ + Validates the expert config attributes after initialisation. + + Parameters + ----------- + None. + Returns + ---------- + None + """ if self.SNR_limit: self.SNR_limit_on = True @@ -664,7 +835,19 @@ def __init__(self, config_file_location=None, survey_name=None): ) # now we call a function that populates the class attributes def _read_configs_from_object(self, config_object): - """function that populates the class attributes""" + """ + function that populates the class attributes + + Parameters + ----------- + config_object: ConfigParser object + ConfigParser object that has the config file read into it + + Returns + ---------- + None + + """ # list of sections and corresponding config file section_list = { From e85a4da877fecb44c7fdd1926af0f8907af72db7 Mon Sep 17 00:00:00 2001 From: Ryan Lyttle Date: Tue, 26 Nov 2024 16:52:09 +0000 Subject: [PATCH 26/28] Changed all defaults in the dataclasses to None Changed all default attributes in dataclasses to be None and fixed unit tests in test_sorchaConfigs --- src/sorcha/utilities/sorchaConfigs.py | 241 +++++++++++++++----------- tests/sorcha/test_sorchaConfigs.py | 30 ++-- 2 files changed, 160 insertions(+), 111 deletions(-) diff --git a/src/sorcha/utilities/sorchaConfigs.py b/src/sorcha/utilities/sorchaConfigs.py index 6fc40d62..ea9db758 100644 --- a/src/sorcha/utilities/sorchaConfigs.py +++ b/src/sorcha/utilities/sorchaConfigs.py @@ -12,19 +12,19 @@ class inputConfigs: """Data class for holding INPUTS section configuration file keys and validating them.""" - ephemerides_type: str = "" + ephemerides_type: str = None """Simulation used for ephemeris input.""" - eph_format: str = "" + eph_format: str = None """Format for ephemeris simulation input file.""" - size_serial_chunk: int = 0 + size_serial_chunk: int = None """Sorcha chunk size.""" - aux_format: str = "" + aux_format: str = None """Format for the auxiliary input files.""" - pointing_sql_query: str = "" + pointing_sql_query: str = None """SQL query for extracting data from pointing database.""" def __post_init__(self): @@ -61,22 +61,22 @@ def _validate_input_configs(self): class simulationConfigs: """Data class for holding SIMULATION section configuration file keys and validating them""" - ar_ang_fov: float = 0.0 + ar_ang_fov: float = None """the field of view of our search field, in degrees""" - ar_fov_buffer: float = 0.0 + ar_fov_buffer: float = None """the buffer zone around the field of view we want to include, in degrees""" - ar_picket: float = 0.0 + ar_picket: float = None """imprecise discretization of time that allows us to move progress our simulations forward without getting too granular when we don't have to. the unit is number of days.""" - ar_obs_code: str = "" + ar_obs_code: str = None """the obscode is the MPC observatory code for the provided telescope.""" - ar_healpix_order: int = 0 + ar_healpix_order: int = None """the order of healpix which we will use for the healpy portions of the code.""" - _ephemerides_type: str = "" + _ephemerides_type: str = None """Simulation used for ephemeris input.""" def __post_init__(self): @@ -96,6 +96,8 @@ def _validate_simulation_configs(self): None """ # make sure all the mandatory keys have been populated. + check_key_exists(self._ephemerides_type, "_ephemerides_type") + check_value_in_list(self._ephemerides_type, ["ar", "external"], "_ephemerides_type") if self._ephemerides_type == "ar": check_key_exists(self.ar_ang_fov, "ar_ang_fov") check_key_exists(self.ar_fov_buffer, "ar_fov_buffer") @@ -123,16 +125,16 @@ def _validate_simulation_configs(self): class filtersConfigs: """Data class for holding FILTERS section configuration file keys and validating them""" - observing_filters: str = "" + observing_filters: str = None """Filters of the observations you are interested in, comma-separated.""" - survey_name: str = "" + survey_name: str = None """survey name to be used for checking filters are correct""" - mainfilter: str = "" + mainfilter: str = None """main filter chosen in physical parameter file""" - othercolours: str = "" + othercolours: str = None """other filters given alongside main filter""" def __post_init__(self): @@ -194,12 +196,12 @@ def _check_for_correct_filters(self): class saturationConfigs: """Data class for holding SATURATION section configuration file keys and validating them""" - bright_limit_on: bool = False + bright_limit_on: bool = None - bright_limit: float = 0 + bright_limit: float = None """ Upper magnitude limit on sources that will overfill the detector pixels/have counts above the non-linearity regime of the pixels where one can’t do photometry. Objects brighter than this limit (in magnitude) will be cut. """ - _observing_filters: list = 0 + _observing_filters: list = None """Filters of the observations you are interested in, comma-separated.""" def __post_init__(self): @@ -219,7 +221,7 @@ def _validate_saturation_configs(self): None """ check_key_exists(self._observing_filters, "_observing_filters") - if self.bright_limit: + if self.bright_limit is not None: self.bright_limit_on = True if self.bright_limit_on: @@ -244,7 +246,7 @@ def _validate_saturation_configs(self): class phasecurvesConfigs: """Data class for holding PHASECURVES section configuration file keys and validating them""" - phase_function: str = "" + phase_function: str = None """The phase function used to calculate apparent magnitude. The physical parameters input""" def __post_init__(self): @@ -273,22 +275,22 @@ def _validate_phasecurve_configs(self): class fovConfigs: """Data class for holding FOV section configuration file keys and validating them""" - camera_model: str = "" + camera_model: str = None """Choose between circular or actual camera footprint, including chip gaps.""" - footprint_path: str = "" + footprint_path: str = None """Path to camera footprint file. Uncomment to provide a path to the desired camera detector configuration file if not using the default built-in LSSTCam detector configuration for the actual camera footprint.""" - fill_factor: str = "" + fill_factor: str = None """Fraction of detector surface area which contains CCD -- simulates chip gaps for OIF output. Comment out if using camera footprint.""" - circle_radius: float = 0 + circle_radius: float = None """Radius of the circle for a circular footprint (in degrees). Float. Comment out or do not include if using footprint camera model.""" - footprint_edge_threshold: float = 0 + footprint_edge_threshold: float = None """The distance from the edge of a detector (in arcseconds on the focal plane) at which we will not correctly extract an object. By default this is 10px or 2 arcseconds. Comment out or do not include if not using footprint camera model.""" - survey_name: str = "" + survey_name: str = None """name of survey""" def __post_init__(self): @@ -328,7 +330,7 @@ def _camera_footprint(self): ---------- None """ - if self.footprint_path: + if self.footprint_path is not None: PPFindFileOrExit(self.footprint_path, "footprint_path") elif self.survey_name.lower() not in ["lsst", "rubin_sim"]: logging.error( @@ -337,10 +339,10 @@ def _camera_footprint(self): sys.exit( "ERROR: a default detector footprint is currently only provided for LSST; please provide your own footprint file." ) - - self.footprint_edge_threshold = cast_as_float( - self.footprint_edge_threshold, "footprint_edge_threshold" - ) + if self.footprint_edge_threshold is not None: + self.footprint_edge_threshold = cast_as_float( + self.footprint_edge_threshold, "footprint_edge_threshold" + ) check_key_doesnt_exist(self.fill_factor, "fill_factor", 'but camera model is not "circle".') check_key_doesnt_exist(self.circle_radius, "circle_radius", 'but camera model is not "circle".') @@ -356,19 +358,19 @@ def _camera_circle(self): ---------- None """ - if self.fill_factor: + if self.fill_factor is not None: self.fill_factor = cast_as_float(self.fill_factor, "fill_factor") if self.fill_factor < 0.0 or self.fill_factor > 1.0: logging.error("ERROR: fill_factor out of bounds. Must be between 0 and 1.") sys.exit("ERROR: fill_factor out of bounds. Must be between 0 and 1.") - if self.circle_radius: + if self.circle_radius is not None: self.circle_radius = cast_as_float(self.circle_radius, "circle_radius") if self.circle_radius < 0.0: logging.error("ERROR: circle_radius is negative.") sys.exit("ERROR: circle_radius is negative.") - if not self.fill_factor and not self.circle_radius: + if self.fill_factor is None and self.circle_radius is None: logging.error( 'ERROR: either "fill_factor" or "circle_radius" must be specified for circular footprint.' ) @@ -384,13 +386,13 @@ def _camera_circle(self): class fadingfunctionConfigs: """Data class for holding FADINGFUNCTION section configuration file keys and validating them""" - fading_function_on: bool = False + fading_function_on: bool = None """Detection efficiency fading function on or off.""" - fading_function_width: float = 0 + fading_function_width: float = None """Width parameter for fading function. Should be greater than zero and less than 0.5.""" - fading_function_peak_efficiency: float = 0 + fading_function_peak_efficiency: float = None """Peak efficiency for the fading function, called the 'fill factor' in Chelsey and Veres (2017).""" def __post_init__(self): @@ -456,31 +458,31 @@ def _validate_fadingfunction_configs(self): class linkingfilterConfigs: """Data class for holding LINKINGFILTER section configuration file keys and validating them.""" - ssp_linking_on: bool = False + ssp_linking_on: bool = None """flag to see if model should run ssp linking filter""" - drop_unlinked: bool = True + drop_unlinked: bool = None """Decides if unlinked objects will be dropped.""" - ssp_detection_efficiency: float = 0 + ssp_detection_efficiency: float = None """ssp detection efficiency. Which fraction of the observations of an object will the automated solar system processing pipeline successfully link? Float.""" - ssp_number_observations: int = 0 + ssp_number_observations: int = None """Length of tracklets. How many observations of an object during one night are required to produce a valid tracklet?""" - ssp_separation_threshold: float = 0 + ssp_separation_threshold: float = None """Minimum separation (in arcsec) between two observations of an object required for the linking software to distinguish them as separate and therefore as a valid tracklet.""" - ssp_maximum_time: float = 0 + ssp_maximum_time: float = None """Maximum time separation (in days) between subsequent observations in a tracklet. Default is 0.0625 days (90mins).""" - ssp_number_tracklets: int = 0 + ssp_number_tracklets: int = None """Number of tracklets for detection. How many tracklets are required to classify an object as detected? """ - ssp_track_window: int = 0 + ssp_track_window: int = None """The number of tracklets defined above must occur in <= this number of days to constitute a complete track/detection.""" - ssp_night_start_utc: float = 0 + ssp_night_start_utc: float = None """The time in UTC at which it is noon at the observatory location (in standard time). For the LSST, 12pm Chile Standard Time is 4pm UTC.""" def __post_init__(self): @@ -500,18 +502,6 @@ def _validate_linkingfilter_configs(self): None """ - self.ssp_detection_efficiency = cast_as_float( - self.ssp_detection_efficiency, "ssp_detection_efficiency" - ) - self.ssp_number_observations = cast_as_int(self.ssp_number_observations, "ssp_number_observations") - self.ssp_separation_threshold = cast_as_float( - self.ssp_separation_threshold, "ssp_separation_threshold" - ) - self.ssp_maximum_time = cast_as_float(self.ssp_maximum_time, "ssp_maximum_time") - self.ssp_number_tracklets = cast_as_int(self.ssp_number_tracklets, "ssp_number_tracklets") - self.ssp_track_window = cast_as_int(self.ssp_track_window, "ssp_track_window") - self.ssp_night_start_utc = cast_as_float(self.ssp_night_start_utc, "ssp_night_start_utc") - sspvariables = [ self.ssp_separation_threshold, self.ssp_number_observations, @@ -523,7 +513,21 @@ def _validate_linkingfilter_configs(self): ] # the below if-statement explicitly checks for None so a zero triggers the correct error - if all(v != 0 for v in sspvariables): + if all(v != None for v in sspvariables): + + self.ssp_detection_efficiency = cast_as_float( + self.ssp_detection_efficiency, "ssp_detection_efficiency" + ) + self.ssp_number_observations = cast_as_int( + self.ssp_number_observations, "ssp_number_observations" + ) + self.ssp_separation_threshold = cast_as_float( + self.ssp_separation_threshold, "ssp_separation_threshold" + ) + self.ssp_maximum_time = cast_as_float(self.ssp_maximum_time, "ssp_maximum_time") + self.ssp_number_tracklets = cast_as_int(self.ssp_number_tracklets, "ssp_number_tracklets") + self.ssp_track_window = cast_as_int(self.ssp_track_window, "ssp_track_window") + self.ssp_night_start_utc = cast_as_float(self.ssp_night_start_utc, "ssp_night_start_utc") if self.ssp_number_observations < 1: logging.error("ERROR: ssp_number_observations is zero or negative.") sys.exit("ERROR: ssp_number_observations is zero or negative.") @@ -553,7 +557,7 @@ def _validate_linkingfilter_configs(self): sys.exit("ERROR: ssp_night_start_utc must be a valid time between 0 and 24 hours.") self.ssp_linking_on = True - elif not any(sspvariables): + elif all(v == None for v in sspvariables): self.ssp_linking_on = False else: logging.error( @@ -562,23 +566,23 @@ def _validate_linkingfilter_configs(self): sys.exit( "ERROR: only some ssp linking variables supplied. Supply all five required variables for ssp linking filter, or none to turn filter off." ) - self.drop_unlinked = cast_as_bool(self.drop_unlinked, "drop_unlinked") + self.drop_unlinked = cast_as_bool_or_set_default(self.drop_unlinked, "drop_unlinked", True) @dataclass class outputConfigs: """Data class for holding OUTPUT section configuration file keys and validating them.""" - output_format: str = "" + output_format: str = None """Output format of the output file[s]""" - output_columns: str = "" + output_columns: str = None """Controls which columns are in the output files.""" - position_decimals: float = 0 + position_decimals: float = None """position decimal places""" - magnitude_decimals: float = 0 + magnitude_decimals: float = None """magnitude decimal places""" def __post_init__(self): @@ -622,12 +626,14 @@ def _validate_decimals(self): ---------- None """ - self.position_decimals = cast_as_float(self.position_decimals, "position_decimals") - self.magnitude_decimals = cast_as_float(self.magnitude_decimals, "magnitude_decimals") - if self.position_decimals and self.position_decimals < 0: + if self.position_decimals is not None: + self.position_decimals = cast_as_float(self.position_decimals, "position_decimals") + if self.magnitude_decimals is not None: + self.magnitude_decimals = cast_as_float(self.magnitude_decimals, "magnitude_decimals") + if self.position_decimals is not None and self.position_decimals < 0: logging.error("ERROR: decimal places config variables cannot be negative.") sys.exit("ERROR: decimal places config variables cannot be negative.") - if self.magnitude_decimals and self.magnitude_decimals < 0: + if self.magnitude_decimals is not None and self.magnitude_decimals < 0: logging.error("ERROR: decimal places config variables cannot be negative.") sys.exit("ERROR: decimal places config variables cannot be negative.") @@ -636,7 +642,7 @@ def _validate_decimals(self): class lightcurveConfigs: """Data class for holding LIGHTCURVE section configuration file keys and validating them.""" - lc_model: str = "" + lc_model: str = None """The unique name of the lightcurve model to use. Defined in the ``name_id`` method of the subclasses of AbstractLightCurve. If not none, the complex physical parameters file must be specified at the command line.lc_model = none""" def __post_init__(self): @@ -656,7 +662,7 @@ def _validate_lightcurve_configs(self): None """ self.lc_model = None if self.lc_model == "none" else self.lc_model - if self.lc_model and self.lc_model not in LC_METHODS: + if self.lc_model is not None and self.lc_model not in LC_METHODS: logging.error( f"The requested light curve model, '{self.lc_model}', is not registered. Available lightcurve options are: {list(LC_METHODS.keys())}" ) @@ -669,7 +675,7 @@ def _validate_lightcurve_configs(self): class activityConfigs: """Data class for holding Activity section configuration file keys and validating them.""" - comet_activity: str = "" + comet_activity: str = None """The unique name of the actvity model to use. Defined in the ``name_id`` method of the subclasses of AbstractCometaryActivity. If not none, a complex physical parameters file must be specified at the command line.""" def __post_init__(self): @@ -689,7 +695,7 @@ def _validate_activity_configs(self): None """ self.comet_activity = None if self.comet_activity == "none" else self.comet_activity - if self.comet_activity and self.comet_activity not in CA_METHODS: + if self.comet_activity is not None and self.comet_activity not in CA_METHODS: logging.error( f"The requested comet activity model, '{self.comet_activity}', is not registered. Available comet activity models are: {list(CA_METHODS.keys())}" ) @@ -702,28 +708,28 @@ def _validate_activity_configs(self): class expertConfigs: """Data class for holding expert section configuration file keys and validating them.""" - SNR_limit: float = 0 + SNR_limit: float = None """Drops observations with signal to noise ratio less than limit given""" - SNR_limit_on: bool = False + SNR_limit_on: bool = None """flag for when an SNR limit is given""" - mag_limit: float = 0 + mag_limit: float = None """Drops observations with magnitude less than limit given""" - mag_limit_on: bool = False + mag_limit_on: bool = None """flag for when a magnitude limit is given""" - trailing_losses_on: bool = True + trailing_losses_on: bool = None """flag for trailing losses""" - default_SNR_cut: bool = True + default_SNR_cut: bool = None """flag for default SNR""" - randomization_on: bool = True + randomization_on: bool = None """flag for randomizing astrometry and photometry""" - vignetting_on: bool = True + vignetting_on: bool = None """flag for calculating effects of vignetting on limiting magnitude""" def __post_init__(self): @@ -742,19 +748,21 @@ def _validate_expert_configs(self): ---------- None """ - if self.SNR_limit: + if self.SNR_limit is not None: self.SNR_limit_on = True + if self.SNR_limit < 0: + logging.error("ERROR: SNR limit is negative.") + sys.exit("ERROR: SNR limit is negative.") + else: + self.SNR_limit_on = False - if self.mag_limit: + if self.mag_limit is not None: self.mag_limit_on = True - - if self.SNR_limit < 0: - logging.error("ERROR: SNR limit is negative.") - sys.exit("ERROR: SNR limit is negative.") - - if self.mag_limit < 0: - logging.error("ERROR: magnitude limit is negative.") - sys.exit("ERROR: magnitude limit is negative.") + if self.mag_limit < 0: + logging.error("ERROR: magnitude limit is negative.") + sys.exit("ERROR: magnitude limit is negative.") + else: + self.mag_limit_on = False if self.mag_limit_on and self.SNR_limit_on: logging.error( @@ -764,10 +772,12 @@ def _validate_expert_configs(self): "ERROR: SNR limit and magnitude limit are mutually exclusive. Please delete one or both from config file." ) - self.trailing_losses_on = cast_as_bool(self.trailing_losses_on, "trailing_losses_on") - self.default_SNR_cut = cast_as_bool(self.default_SNR_cut, "default_SNR_cut") - self.randomization_on = cast_as_bool(self.randomization_on, "randomization_on") - self.vignetting_on = cast_as_bool(self.vignetting_on, "vignetting_on") + self.trailing_losses_on = cast_as_bool_or_set_default( + self.trailing_losses_on, "trailing_losses_on", True + ) + self.default_SNR_cut = cast_as_bool_or_set_default(self.default_SNR_cut, "default_SNR_cut", True) + self.randomization_on = cast_as_bool_or_set_default(self.randomization_on, "randomization_on", True) + self.vignetting_on = cast_as_bool_or_set_default(self.vignetting_on, "vignetting_on", True) @dataclass @@ -908,7 +918,7 @@ def check_key_exists(value, key_name): """ - if not value: + if value is None: logging.error( f"ERROR: No value found for required key {key_name} in config file. Please check the file and try again." ) @@ -938,7 +948,7 @@ def check_key_doesnt_exist(value, key_name, reason): """ # checks to make sure value doesn't exist - if value: + if value is not None: logging.error(f"ERROR: {key_name} supplied in config file {reason}") sys.exit(f"ERROR: {key_name} supplied in config file {reason}") @@ -1083,6 +1093,43 @@ def PPFindFileOrExit(arg_fn, argname): sys.exit("ERROR: filename {} supplied for {} argument does not exist.".format(arg_fn, argname)) +def cast_as_bool_or_set_default(value, key, default): + + # replaces PPGetBoolOrExit: checks to make sure the value can be cast as a bool. + """ + Checks to see if value can be cast as a boolen and if not gives default bool. + + Parameters + ----------- + value : object attribute + value of the config file attribute + + key : string + The key being checked. + + default : bool + default bool if value is None + + Returns + ---------- + value as a boolen + """ + + if value is not None: + + str_value = str(value).strip() + + if str_value in ["true", "1", "yes", "y", "True"]: + return True + elif str_value in ["false", "0", "no", "n", "False"]: + return False + else: + logging.error(f"ERROR: expected a bool for config parameter {key}. Check value in config file.") + sys.exit(f"ERROR: expected a bool for config parameter {key}. Check value in config file.") + elif value is None: + return default + + def PrintConfigsToLog(sconfigs, cmd_args): """ Prints all the values from the config file and command line to the log. diff --git a/tests/sorcha/test_sorchaConfigs.py b/tests/sorcha/test_sorchaConfigs.py index c1ce47dd..a6a2f254 100644 --- a/tests/sorcha/test_sorchaConfigs.py +++ b/tests/sorcha/test_sorchaConfigs.py @@ -40,8 +40,8 @@ correct_filters = { "observing_filters": ["r", "g", "i", "z", "u", "y"], "survey_name": "rubin_sim", - "mainfilter": "", - "othercolours": "", + "mainfilter": None, + "othercolours": None, } correct_saturation = { @@ -73,9 +73,9 @@ correct_fov = { "camera_model": "footprint", - "footprint_path": "", - "fill_factor": "", - "circle_radius": 0, + "footprint_path": None, + "fill_factor": None, + "circle_radius": None, "footprint_edge_threshold": 2.0, "survey_name": "rubin_sim", } @@ -85,8 +85,8 @@ correct_output = { "output_format": "csv", "output_columns": "basic", - "position_decimals": 0.0, - "magnitude_decimals": 0.0, + "position_decimals": None, + "magnitude_decimals": None, } correct_lc_model = {"lc_model": None} @@ -94,9 +94,9 @@ correct_activity = {"comet_activity": None} correct_expert = { - "SNR_limit": 0, + "SNR_limit": None, "SNR_limit_on": False, - "mag_limit": 0, + "mag_limit": None, "mag_limit_on": False, "trailing_losses_on": True, "default_SNR_cut": True, @@ -119,6 +119,8 @@ def test_sorchaConfigs(): # check each section to make sure you get what you expect assert correct_inputs == test_configs.input.__dict__ assert correct_simulation == test_configs.simulation.__dict__ + print(correct_filters) + print(test_configs.filters.__dict__) assert correct_filters == test_configs.filters.__dict__ assert correct_saturation == test_configs.saturation.__dict__ assert correct_phasecurve == test_configs.phasecurves.__dict__ @@ -287,7 +289,7 @@ def test_simulationConfigs_notrequired(key_name): for name in simulation_configs: if key_name != name and name != "_ephemerides_type": - simulation_configs[name] = 0 + simulation_configs[name] = None simulation_configs["_ephemerides_type"] = "external" with pytest.raises(SystemExit) as error_text: @@ -493,7 +495,7 @@ def test_fovConfigs_camera_footprint_notrequired(key_name): """ fov_configs = correct_fov_read.copy() - + # check these dont exist if key_name == "fill_factor" or key_name == "circle_raidus": fov_configs[key_name] = 0.5 @@ -629,8 +631,8 @@ def test_fadingfunction_notrequired(key_name): # tests that "fading_function_width" and "fading_function_peak_efficiency" are not called when "fading_function_on" is false fadingfunction_configs = correct_fadingfunction.copy() fadingfunction_configs["fading_function_on"] = "False" - fadingfunction_configs["fading_function_width"] = 0 - fadingfunction_configs["fading_function_peak_efficiency"] = 0 + fadingfunction_configs["fading_function_width"] = None + fadingfunction_configs["fading_function_peak_efficiency"] = None fadingfunction_configs[key_name] = 0.5 with pytest.raises(SystemExit) as error_text: test_configs = fadingfunctionConfigs(**fadingfunction_configs) @@ -775,7 +777,7 @@ def test_linkingfilter_only_some_sspvar(): """ linkingfilter_configs = correct_linkingfilter.copy() - del linkingfilter_configs["ssp_separation_threshold"] + linkingfilter_configs["ssp_separation_threshold"] = None with pytest.raises(SystemExit) as error_text: test_configs = linkingfilterConfigs(**linkingfilter_configs) From 7f7995da0f4ff3fe4d1a15ad99796efe41cae36b Mon Sep 17 00:00:00 2001 From: Ryan Lyttle Date: Tue, 26 Nov 2024 16:54:28 +0000 Subject: [PATCH 27/28] Update sorchaConfigs.py --- src/sorcha/utilities/sorchaConfigs.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/sorcha/utilities/sorchaConfigs.py b/src/sorcha/utilities/sorchaConfigs.py index ea9db758..40ee694f 100644 --- a/src/sorcha/utilities/sorchaConfigs.py +++ b/src/sorcha/utilities/sorchaConfigs.py @@ -1097,7 +1097,7 @@ def cast_as_bool_or_set_default(value, key, default): # replaces PPGetBoolOrExit: checks to make sure the value can be cast as a bool. """ - Checks to see if value can be cast as a boolen and if not gives default bool. + Checks to see if value can be cast as a boolen and if not set (equals None) gives default bool. Parameters ----------- From 20aab7ad07db5e34b24c1346fc0174f34c5b71f3 Mon Sep 17 00:00:00 2001 From: Meg Schwamb Date: Tue, 26 Nov 2024 21:06:04 +0000 Subject: [PATCH 28/28] Delete post_readin_ephem_nonprimary.csv --- post_readin_ephem_nonprimary.csv | 1199 ------------------------------ 1 file changed, 1199 deletions(-) delete mode 100644 post_readin_ephem_nonprimary.csv diff --git a/post_readin_ephem_nonprimary.csv b/post_readin_ephem_nonprimary.csv deleted file mode 100644 index 3f8659e6..00000000 --- a/post_readin_ephem_nonprimary.csv +++ /dev/null @@ -1,1199 +0,0 @@ -,ObjID,FieldID,fieldMJD_TAI,Range_LTC_km,RangeRate_LTC_km_s,RA_deg,RARateCosDec_deg_day,Dec_deg,DecRate_deg_day,Obj_Sun_x_LTC_km,Obj_Sun_y_LTC_km,Obj_Sun_z_LTC_km,Obj_Sun_vx_LTC_km_s,Obj_Sun_vy_LTC_km_s,Obj_Sun_vz_LTC_km_s,Obs_Sun_x_km,Obs_Sun_y_km,Obs_Sun_z_km,Obs_Sun_vx_km_s,Obs_Sun_vy_km_s,Obs_Sun_vz_km_s,phase_deg,a,e,inc,node,argPeri,ma,epochMJD_TDB,FORMAT,H_r,GS,u-r,g-r,i-r,z-r,y-r -0,2011_OB60,5733,60225.24582325162,5381399097.909393,8.908414821478392,1.9825876962618303,-0.0191044821690265,-11.895484353185031,-0.0081342233832118,5407508563.223875,216228178.85654888,-1094496739.3655145,-0.4862284491111358,6.195354508632129,0.94651384123983,144825951.4905347,34052525.78312281,14755265.621108454,-8.095015184421166,26.71219251349756,11.435360510921036,0.5514514639167444,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1,2011_OB60,5736,60225.247167832895,5381400132.572543,8.911895040476287,1.9825614575716408,-0.0191026868002656,-11.895495285087788,-0.0081334896392785,5407508506.763873,216228898.24968013,-1094496629.4580562,-0.4862289715389317,6.195354471299331,0.9465139350254194,144825011.2816839,34055627.52588262,14756593.509970875,-8.098504338017866,26.7101259293978,11.43530043735296,0.5514796131053122,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 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-25,2011_OB60,11188,60232.039529607886,5387469219.229827,11.73089856274134,1.8548418856033968,-0.0182636603023805,-11.94754888626611,-0.0071745240800713,5407222393.687468,219864523.5758632,-1093941038.286839,-0.4888677113914589,6.195164017713547,0.9469874331887468,139220790.09101257,49263389.53709488,21352172.361687858,-10.98743606586801,25.74168368456225,11.014329642663368,0.6964285258537005,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 -26,2010_TU149,11461,60232.16553098904,91989767.7259082,-18.608232582504293,14.823740386479672,-0.7923567653809024,2.731805750148146,-0.3329425839235524,227926279.2037248,73052550.6622894,25856351.45472742,-25.269791686133072,6.864351521813415,3.938599917355418,139099224.83857965,49544051.64742785,21472032.44872972,-11.353677585093292,25.779014556773973,11.005656827089808,4.519267478945551,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -27,2010_TU149,11557,60232.20999081624,91918544.7618962,-18.47176397944272,14.788452483860793,-0.7929653809368755,2.7169864682485283,-0.3336896808980709,227829187.23898897,73078915.49700233,25871480.09099914,-25.27812258485157,6.861680809583373,3.9376545732807022,139055363.9026318,49642999.26277075,21514303.063146427,-11.480783847259968,25.73322892983429,11.002580193586171,4.566320457677455,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -28,2010_TU149,11652,60232.255388873135,91846348.61708024,-18.33982057437344,14.752431611655837,-0.7918756127852818,2.7018207363607525,-0.3344274927182615,227730013.87679583,73105825.96042056,25886924.147964563,-25.28663439924843,6.858949927713416,3.936687712194436,139010100.7456681,49743795.874063954,21557453.217290632,-11.595385348087358,25.65788689053485,10.99939748565919,4.614513540431259,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -29,2010_TU149,11654,60232.25628424726,91844928.83946216,-18.337352127822403,14.751721318323211,-0.7918376865300154,2.701521082886647,-0.3344416420111669,227728056.2002778,73106356.97243066,25887228.92226385,-25.28680244561784,6.85889599057596,3.936668613675594,139009203.01599005,49745782.09719885,21558304.72688337,-11.597439613059194,25.656142576819587,10.999334128188282,4.615465830108322,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -30,2011_OB60,12567,60234.10947886639,5389693504.864744,12.865486341343,1.817147873618004,-0.018002818742216,-11.961956694200476,-0.0067973692547086,5407134894.545938,220972437.8467821,-1093771669.752085,-0.489671269608018,6.195105225437018,0.9471315165603688,137127784.41994697,53776975.90446044,23307921.462711263,-12.157891542385478,25.43506431148357,10.853550275780258,0.7410745897175608,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 -31,2011_OB60,12568,60234.10990013935,5389693973.973796,12.86671708168245,1.81714010778266,-0.0180028887841359,-11.96195956263288,-0.0067970985978652,5407134876.692884,220972663.7155744,-1093771635.2203891,-0.4896714334008818,6.195105213413665,0.9471315459235136,137127341.1105042,53777903.28787917,23308317.19121066,-12.159155396038631,25.435103684607235,10.853518292584862,0.7410837804358271,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 -32,2010_TU149,12586,60234.11746604509,88945417.52858733,-17.629199435419277,13.271553226774868,-0.8405327166285009,2.062834341920892,-0.3521121819317218,223633233.43537787,74200189.34138656,26517044.402384173,-25.64032083035709,6.743527144960671,3.895626372449199,137119385.22416607,53794530.40023863,23315411.97506117,-12.18186049571253,25.43532898660505,10.85294488404308,6.684854139174294,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 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-34,2011_OB60,12618,60234.13332404954,5389720083.5508,12.93543687433064,1.8167090339684808,-0.0180026976540599,-11.962118601211449,-0.0067819960636119,5407133885.712201,220985201.03851625,-1093769718.464112,-0.4896805250510928,6.195104546008039,0.9471331757796254,137102661.7909701,53829378.88960611,23330281.10972376,-12.229581304650118,25.432838109990072,10.851742800029449,0.7415938631020172,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 -35,2010_TU149,12636,60234.1415233523,88908847.56134321,-17.556122526498022,13.251302263495203,-0.8418783607654275,2.0543592164009667,-0.3524753197893122,223579931.4556324,74214205.15486783,26525141.46257297,-25.64494939783857,6.741991332954581,3.8950775045336954,137093989.70266503,53847394.39937257,23337968.19487384,-12.254219741984691,25.42997569013967,10.851120921126787,6.713317132390815,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -36,2011_OB60,13204,60235.02391148508,5390732129.711981,13.098228311817245,1.8007618610550462,-0.017773143844339,-11.968089077076328,-0.0066777804928933,5407096194.734407,221461872.14435303,-1093696840.4713392,-0.4900261652645259,6.195079135971957,0.9471951328106176,136145469.65883294,55745415.36135643,24162454.827328525,-12.398209378092456,25.18420124397588,10.777057748078668,0.7607036317132503,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 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-38,2010_TU149,13449,60235.14308282596,87418570.88395715,-16.98060707246067,12.417492025105815,-0.8668520926879887,1.696372358121999,-0.362174441406141,221352248.08624583,74794857.67030463,26861218.84282564,-25.83901893239878,6.6770048161814906,3.871794986931664,136016104.31777298,56005175.83240027,24273370.59567156,-12.739654522062128,25.236441195817857,10.767583322222327,7.906076413872282,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -39,2010_TU149,13499,60235.16681907245,87383818.48167293,-16.906965654230618,12.396897477966276,-0.867533254079048,1.6877714478145387,-0.3625091901688592,221299247.69766977,74808550.55205876,26869159.289073043,-25.843651111840703,6.6754395139896845,3.871232824258114,135989904.56215805,56056917.68435424,24295451.64827461,-12.809869774515688,25.220361039893145,10.765696302029315,7.935311918411886,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -40,2011_OB60,13569,60235.20002498972,5390935117.120477,13.590881382142204,1.7975545087018934,-0.0177857475660895,-11.96925562421464,-0.0065682435445266,5407088738.223227,221556133.254965,-1093682428.340115,-0.4900945091794911,6.195074103039885,0.9472073823285252,135953017.84906828,56129223.60423674,24326333.6835857,-12.903842541869617,25.18341417314168,10.763044097330322,0.7645254080264463,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 -41,2011_OB60,13570,60235.20047412264,5390935645.558014,13.592094088896769,1.7975463273696188,-0.0177852181707307,-11.969258579861243,-0.0065679723616641,5407088719.169212,221556374.10838744,-1093682391.5143762,-0.4900946838074528,6.1950740901764245,0.9472074136271348,135952516.12416992,56130202.72284714,24326752.149760447,-12.905068301653277,25.182802463937264,10.76300802233161,0.7645351526674431,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 -42,2011_OB60,13571,60235.20092361245,5390936172.868479,13.593302737605608,1.7975381644572197,-0.0177846872804191,-11.969261528819652,-0.0065677020429159,5407088700.157524,221556614.4266988,-1093682354.7704525,-0.4900948580474258,6.195074077341529,0.9472074448562016,135952015.46649462,56131179.64236885,24327169.68482181,-12.906289854676212,25.182189250441628,10.762972023480962,0.7645448754395147,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 -43,2010_TU149,13584,60235.20678268989,87325649.8567604,-16.78468300384677,12.362208677916614,-0.8675269620748327,1.673273329999888,-0.3630656903589764,221209996.1744011,74831596.27034348,26882525.00871254,-25.851453179108407,6.672801550077946,3.870285282760089,135945478.06492367,56143925.23921934,24332617.97185767,-12.92209037390598,25.17392722142436,10.762501899615202,7.984579997828804,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -44,2011_OB60,13619,60235.222825295765,5390961950.613372,13.65044383618981,1.7971403012294551,-0.0177556309310566,-11.969405232744894,-0.0065548645535754,5407087772.768422,221568337.0363852,-1093680562.4182737,-0.4901033573723575,6.19507345124026,0.9472089681884972,135927537.31697163,56178802.25466815,24347535.14511969,-12.963914540203202,25.148896313134944,10.761210787814676,0.7650188663160975,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 -45,2011_OB60,13620,60235.22327475532,5390962480.185928,13.65157475831874,1.797132151921884,-0.0177549722332337,-11.969408175821243,-0.0065546091525428,5407087753.7564,221568577.3546252,-1093680525.674297,-0.4901035316116338,6.195073438404494,0.947208999417296,135927034.37806165,56179777.85619785,24347952.610455565,-12.96505237649724,25.1481464930894,10.761174566992224,0.7650285772553962,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 -46,2011_OB60,13621,60235.2237223378,5390963008.622996,13.652701413001092,1.7971240210619075,-0.0177543125525188,-11.969411112230125,-0.0065543546560452,5407087734.786707,221568817.1377541,-1093680489.012136,-0.490103705462923,6.195073425597296,0.9472090305765531,135926532.5150728,56180751.25634442,24348369.144833896,-12.966185809688216,25.147395732688903,10.761138421929063,0.7650382663145266,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 -47,2010_TU149,14124,60236.07201777228,86080456.44557032,-16.61762104868031,11.624083439262677,-0.8866692030041446,1.3557949318086435,-0.3706721554222422,219270988.2006773,75328301.92254394,27171093.73152399,-26.02144489379721,6.614858554342636,3.849427858520247,134979591.2121211,57988836.262718864,25134354.61541576,-13.005292870192072,25.03395415511689,10.686578311429216,9.049744180899854,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -48,2010_TU149,14174,60236.09587459414,86046270.43883064,-16.54931851042454,11.602898525349731,-0.888749203241587,1.3469481643161283,-0.3709781389217189,219217343.80483672,75341935.8485543,27179028.180795748,-26.02616124477244,6.613238193965063,3.848843376823784,134952712.4848683,58040448.622762,25156380.23369237,-13.07515701304311,25.04339966955974,10.684603399630804,9.080000429661142,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -49,2011_OB60,15190,60238.19810562847,5394587065.970324,14.950030259353454,1.7448980162941592,-0.0172240882912544,-11.988263427457415,-0.006040741813393,5406961642.213856,223160782.85931164,-1093437053.7124114,-0.491257646942885,6.194988011920488,0.9474157875112806,132476487.8265901,62480797.5538167,27079751.51848955,-14.313285229850994,24.552049351378244,10.491916039308304,0.8283643470233596,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 -50,2011_OB60,15240,60238.22240158034,5394618514.368891,15.011738522349114,1.7444706262739904,-0.0171892939053822,-11.988410019441384,-0.0060265855665333,5406960611.019249,223173786.57031465,-1093435065.0184844,-0.4912670702890748,6.194987311069155,0.9474174754147668,132446375.51330258,62532296.36887862,27101773.57389858,-14.375511660846756,24.512426343176728,10.489716450261431,0.8288821915367447,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 -51,2011_OB60,15625,60239.0229414571,5395652682.309738,14.905893091523946,1.7307802052431869,-0.0170375927520825,-11.99321361976298,-0.0059713350508061,5406926622.651339,223602250.9992459,-1093369536.646551,-0.4915775412195979,6.1949641898620245,0.9474730821058194,131456940.69386125,64193357.79436666,27824606.94809873,-14.274518190015526,24.3568213493196,10.411220399654708,0.8456871889191067,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 -52,2011_OB60,15626,60239.02339024546,5395653260.585459,14.907008259398628,1.7307723845445455,-0.0170380921833281,-11.99321630083412,-0.0059710772436759,5406926603.58221,223602491.3122436,-1093369499.8924816,-0.4915777153411425,6.194964176878479,0.9474731132892196,131456386.91146456,64194302.69296192,27825010.83594133,-14.27568049097138,24.357334599927537,10.411178592287506,0.8456967300401905,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 -53,2011_OB60,15675,60239.04738474084,5395684227.553597,14.968992625656504,1.730354152527989,-0.0170611171446791,-11.99335940177565,-0.0059568384997094,5406925584.541861,223615333.3392132,-1093367535.7989798,-0.49158702015912,6.194963483028614,0.9474747796834888,131426726.22392674,64244823.050850056,27846591.746363003,-14.34011404344017,24.380697351072605,10.4089490314037,0.8462067356394004,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 -54,2011_OB60,15676,60239.04783349029,5395684808.278844,14.970193404368956,1.730346321058899,-0.0170614773462628,-11.993362076334115,-0.0059565641551578,5406925565.472369,223615573.65213197,-1093367499.0448525,-0.4915871942798487,6.194963470044124,0.9474748108665884,131426169.8952224,64245768.87268926,27846995.546094205,-14.34135920117891,24.38105630726662,10.408907386006137,0.8462162815231381,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 -55,2010_TU149,15802,60239.10904389888,81996757.68209173,-14.77151822094824,8.882814968146977,-0.9608723337915058,0.1880174028447868,-0.3974844053362216,212362730.2262396,77036171.75558855,28171102.26948865,-26.634839856546744,6.398289149527746,3.770760484414049,131349859.44277482,64374788.05872984,27902028.528227817,-14.519601494205752,24.401197701277344,10.40324479509763,13.018257230750327,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -56,2010_TU149,15852,60239.13295430254,81966314.84621264,-14.69742064606288,8.859826973461074,-0.9618224303868054,0.1785105731999425,-0.3976999022130039,212307697.2316644,77049388.84648006,28178892.028711405,-26.639775766157783,6.396498455413786,3.770105634162432,131319789.46739022,64425191.85213208,27923518.416573267,-14.590957042131338,24.393003464113324,10.401034173458406,13.051242279267116,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -57,2010_TU149,16629,60240.12269570667,80734585.31897539,-14.147457499163396,7.921279975925145,-0.9838830484538684,-0.2190138786242737,-0.4055266191599234,210020744.54710552,77593197.937008,28500129.106877293,-26.845595874656105,6.321140623460289,3.742486213301472,130057084.8091197,66467050.85601416,28808737.38064081,-15.019593066601043,24.167662974047563,10.302202267522176,14.412443898957378,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 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-718,2011_YA42,96354,60366.158311800646,362731967.5085738,8.294750804497413,140.6297949841455,-0.1986338038171684,-0.4786800255367367,0.0331631333227375,-416419977.0524082,283830014.38180697,20264124.204659637,-9.712910776741854,-8.983070374795457,-8.559515364763747,-136014903.67491868,53746786.820928775,23294548.59323021,-12.517291124478156,-25.50877166324901,-10.919888943882391,5.801120964788527,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 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-720,2011_YA42,96366,60366.16373586211,362735858.5339325,8.311181178695099,140.62871761049692,-0.1986129119244944,-0.4785001284856308,0.0331705843607071,-416424528.6757791,283825804.69742674,20260113.03677245,-9.712708919202242,-8.983208009327026,-8.559525198201367,-136020766.5551858,53734830.32575384,23289431.05588812,-12.503828466129267,-25.51821373565166,-10.92035921906166,5.802361883319907,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -721,2011_YA42,96367,60366.164184316185,362736180.9788768,8.312540542369161,140.62862843065517,-0.198610894655276,-0.478485234757129,0.0331712013297607,-416424905.4559008,283825456.2159583,20259780.99122602,-9.712692209359028,-8.983219402606656,-8.559526012125085,-136021251.60176888,53733840.36769411,23289007.41515451,-12.502701244367014,-25.51897860698152,-10.92039817492419,5.802464616461603,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -722,2011_YA42,96416,60366.18619069557,362752048.7951245,8.378793879856367,140.6242591333874,-0.1984583233121976,-0.4777549365456576,0.0332014393705036,-416443371.084106,283808376.200889,20243507.022362355,-9.711873234797055,-8.983777774635522,-8.559565886520529,-136044969.26039702,53685287.104197145,23268242.443229653,-12.44524869768044,-25.553194839273317,-10.922311953497228,5.807501048434409,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -723,2011_YA42,96417,60366.186640231244,362752374.5865037,8.38013725124059,140.62416982504254,-0.1984541114762316,-0.4777399957689119,0.0332020571580236,-416443748.67061657,283808026.9213937,20243174.235953104,-9.71185648749977,-8.983789192235704,-8.559566701563893,-136045453.10769764,53684293.584371656,23267817.78326109,-12.44403200560958,-25.55382554274736,-10.92235117287805,5.807604058677321,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 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-775,2013_GD138,110065,60382.39400611345,5837157806.747651,-26.345324810767085,233.09407695665453,-0.0074475842625497,-18.830640724458792,0.001471650798261,-3465209475.025392,-4400991484.567518,-1876826845.0157487,3.843163375557252,-2.661285033356025,-1.6632247518089252,-147590531.18965575,16710871.071529718,7243668.88719691,-3.771744388240428,-27.425865423809253,-11.80929458802609,1.278268136601851,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -776,2012_HW1,110091,60382.40748229834,149484216.58173317,-27.972331556004264,236.08575794021036,0.0169176339414172,-23.22787773643597,0.3019888489526264,-224239332.0105961,-97318756.341012,-51725023.232351,9.008507300007036,-9.332623682481302,7.60152954878165,-147594909.88272882,16678955.80085024,7229918.801043548,-3.750110781638534,-27.39579007674596,-11.809659337872436,32.983421427823274,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -777,2013_GD138,110519,60383.4097420222,5834851652.625311,-26.050049720760292,233.08623037230103,-0.0078283035548614,-18.82911556822466,0.0015788587765759,-3464872162.961224,-4401225048.051221,-1876972817.3345623,3.843345335877554,-2.661049152635542,-1.663123724709657,-147929112.106925,14317829.89397946,6206329.364209539,-3.226888049227948,-27.43635584545112,-11.832196160917608,1.2664935279477798,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -778,2012_HW1,111374,60384.409455523964,144653513.43076172,-27.720339375749823,236.12607046631496,-0.0064710160966255,-22.59888409329674,0.3290343722382907,-222652382.91026545,-98920666.41335689,-50403504.91403306,9.33945996163646,-9.18729749967028,7.677159768356307,-148217817.05698222,11958602.457160028,5183562.726169237,-2.707507584533386,-27.474100552375837,-11.85087757318092,32.52973080147015,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -779,2012_HW1,111375,60384.40987219063,144652514.71552485,-27.719337766637643,236.12606754423825,-0.0064676376107222,-22.598746881878743,0.3290537275737458,-222652046.38822097,-98920997.4508657,-50403228.28923881,9.339529094719833,-9.18726678611919,7.677175418242893,-148217914.5947842,11957612.615498168,5183135.752976163,-2.706926206876476,-27.473125251292227,-11.85088548024248,32.52962419612088,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -780,2011_YA42,111608,60386.10710771903,384958446.221882,17.139209679644715,137.52033685182892,-0.1164225830216419,0.304333124195271,0.0411491718343132,-432517785.9635599,267923228.9751972,5488350.359794498,-8.966002046157232,-9.468817958058406,-8.582277452063266,-148608358.85499153,7953496.989297862,3443608.9018667755,-2.451811315948159,-27.70830792680881,-11.872693800710437,10.70774570202862,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -781,2013_CC263,113174,60390.20530898198,322954517.6793395,-5.561726126113176,192.7008876672608,-0.1999079114528535,-13.653246528762985,0.0323851052183745,-455165933.6686449,-70757076.04737905,-76996667.64732635,1.8382846163230964,-14.025110834511622,-8.521566366799414,-149016472.3725657,-1758331.201204829,-764777.684739729,-0.0800686636964101,-27.826573120284177,-11.887587865620198,5.627178000748772,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -782,2013_CC263,113224,60390.22838417253,322943496.20354897,-5.494169234866563,192.69613838476096,-0.2000604875015598,-13.652496243585857,0.0326427931598697,-455162267.3120316,-70785039.17524214,-77013657.7742574,1.83946683025537,-14.024927199065171,-8.521366407311927,-149016562.0984805,-1813805.956348768,-788478.8126168658,-0.0100876120246671,-27.82021657936321,-11.887641891395427,5.619668750636312,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -783,2013_CC263,113270,60390.24983758798,322933371.2093981,-5.431017370490692,192.6917212175917,-0.2000854459651806,-13.65179337379223,0.0328835625600757,-455158856.70711446,-70811035.24349606,-77029452.57666865,1.8405658633873228,-14.02475641777098,-8.521180475987743,-149016521.45537475,-1865360.4901704649,-810513.0662884413,0.0536437362418701,-27.806804813001374,-11.887687687819934,5.612685218533932,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -784,2013_CC263,113271,60390.25030607806,322933151.1663512,-5.429640574152738,192.69162464952615,-0.2000847321637504,-13.65177795018339,0.0328888108016242,-455158782.12265736,-70811603.55882421,-77029797.8744269,1.840589889800298,-14.024752683535793,-8.521176410825447,-149016519.25385654,-1866487.257933408,-810994.7740361226,0.0550151471526659,-27.80643248309918,-11.887688623511275,5.612532533133785,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -785,2013_CC263,113320,60390.27299003551,322922574.6501464,-5.363624410505288,192.6869548844388,-0.1999864428010141,-13.651029036875004,0.0331404349597297,-455155173.55089873,-70839090.95603687,-77046498.61568886,1.8417519521719077,-14.02457203683421,-8.520979772482168,-149016347.38126564,-1920964.7722019933,-834293.4680382843,0.1198559966568945,-27.78450454306813,-11.887729655212286,5.605147613345358,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -786,2013_CC263,113321,60390.27344141617,322922365.6763656,-5.362327271893743,192.6868620692786,-0.19998323230485,-13.651014089410292,0.0331453787906574,-455155101.78265023,-70839637.45332661,-77046830.65376113,1.841775055794845,-14.024568444568365,-8.520975862555348,-149016342.68643355,-1922047.4253276277,-834756.6904995957,0.12111173507336,-27.783992269549103,-11.887730378053153,5.605000793945186,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -787,2012_HW1,114235,60391.28745798609,128444899.15320654,-26.79879825035152,235.8510124044594,-0.1001201034530634,-19.9803507000482,0.4369559585795054,-216760628.66724876,-104225107.7337937,-45765347.028655775,10.491739402536984,-8.654435229326031,7.929268915550498,-148998335.85790098,-4324712.375006731,-1875999.814830988,0.6791844752033107,-27.75077551635571,-11.882276006349116,30.45341831541001,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -788,2012_HW1,114236,60391.28790874976,128443854.91539384,-26.79771616018964,235.85096435250375,-0.1001445707958318,-19.9801536276954,0.43697830146638,-216760219.80349952,-104225444.99574772,-45765038.02539514,10.491815788348577,-8.654398501805488,7.929285042687,-148998309.3692265,-4325793.711663365,-1876462.824750492,0.6803788481628834,-27.7501519455499,-11.882275058294155,30.45324709786889,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -789,2013_GD138,114237,60391.28837240086,5817778281.635714,-24.06762911257817,233.01170009790548,-0.0106946799941299,-18.8141227749265,0.0022095929436643,-3462255245.262798,-4403035990.277843,-1878104756.820371,3.844758103983845,-2.659221100949272,-1.6623410286800997,-148998282.0685206,-4326906.190788095,-1876939.1801877555,0.6816058151228629,-27.74950754716444,-11.882274078021783,1.1618446772252629,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -790,2012_HW1,114238,60391.28882527121,128441731.84163028,-26.795512273451223,235.8508666146477,-0.1001939653720691,-19.979752897848247,0.4370237819632175,-216759388.46921676,-104226130.7315822,-45764409.740396775,10.491971100691934,-8.654323824565305,7.929317833133616,-148998255.36760348,-4327992.2718544975,-1877404.2428263028,0.6828018944144051,-27.74887563789651,-11.8822731161838,30.45289892793777,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -791,2012_HW1,114285,60391.31233055884,128387372.8101481,-26.73752926135797,235.84834638210052,-0.1012947730259769,-19.96946678229586,0.4382102347845766,-216738075.0915917,-104243705.83627532,-45748304.33762806,10.49595230602657,-8.652409316935943,7.930158257644944,-148996807.45949513,-4384309.76836735,-1901535.087872592,0.7422338280430661,-27.71244117356112,-11.882216247967506,30.4439571452352,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -792,2012_HW1,114286,60391.31279690489,128386296.31059311,-26.736354832526487,235.84829615446105,-0.1013133212668323,-19.969262570639643,0.4382341006096784,-216737652.4597877,-104244054.2335974,-45747985.02143159,10.496031238872373,-8.652371354033935,7.930174918056073,-148996777.5527559,-4385425.52251815,-1902013.4946868385,0.7433563021417807,-27.71164927910121,-11.88221497380559,30.44377955780177,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -793,2013_GD138,114287,60391.313309770834,5817726496.4360285,-24.00240134793155,233.01141802790036,-0.0107178462403154,-18.814067440194368,0.0022284897253435,-3462246960.842449,-4403041720.175649,-1878108338.713819,3.844762580249472,-2.659215316189728,-1.6623385523175167,-148996744.57749212,-4386653.771995597,-1902540.152393796,0.7445893185803173,-27.710774519846577,-11.882213564160498,1.1614691157273276,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -794,2012_HW1,114288,60391.31379168645,128383997.93616916,-26.733844512712945,235.84818887845148,-0.101352492166955,-19.96882650239064,0.4382850957013517,-216736750.0492862,-104244798.12350446,-45747303.21793675,10.496199776028108,-8.652290295096456,7.930210491031244,-148996713.5451431,-4387807.764365413,-1903034.9847176769,0.745745269041598,-27.709949767941183,-11.882212233018045,30.443400337478828,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -795,2012_HW1,114299,60391.31973173792,128370281.48896135,-26.71878674646909,235.8475476283496,-0.1015740141488232,-19.966222182614818,0.4385905108198112,-216731362.4926892,-104249238.88951126,-45743232.8898636,10.49720592912529,-8.651806360781318,7.930422850847452,-148996327.19774568,-4402026.306080291,-1909133.1219080165,0.7597842078675012,-27.699561849273632,-11.882195289306525,30.441135425958883,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -796,2013_GD138,114300,60391.320266368406,5817712074.554578,-23.98381687155425,233.01133923626568,-0.0107228429200275,-18.81405191789317,0.0022338712029052,-3462244649.628429,-4403043318.717405,-1878109338.000185,3.844763829055777,-2.6592137023387443,-1.6623378614539033,-148996292.04870644,-4403306.667717441,-1909682.3641080472,0.7610296010904037,-27.69860617579081,-11.882193713567686,1.1613642294629027,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -797,2012_HW1,114348,60391.342876723495,128316910.25464052,-26.659259172734192,235.84503765076084,-0.1022332180784437,-19.95605712669979,0.4397921789104304,-216710365.1452165,-104266539.80515824,-45727371.962875634,10.501126558083689,-8.649920325447287,7.931250213331928,-148994755.95645973,-4457374.656864548,-1932894.20718518,0.8106055114417163,-27.65536999659449,-11.882119193390652,30.432295516247923,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -798,2012_HW1,114349,60391.3446591309,128312803.69926414,-26.65463832923643,235.8448436894869,-0.1022704037506884,-19.955272894376787,0.4398852167354453,-216708747.2669735,-104267872.44307588,-45726150.03088337,10.501428600414036,-8.64977500612379,7.931313944141641,-148994630.8005563,-4461634.720010206,-1934724.6612372857,0.8142489605165447,-27.651737382479897,-11.882112629297527,30.43161368397263,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -799,2013_GD138,114350,60391.3452673946,5817660340.247121,-23.91634652778854,233.0110558378752,-0.0107354080356064,-18.81399582516167,0.0022533981347186,-3462236343.936361,-4403049063.303176,-1878112929.0785775,3.8447683168397,-2.659207902723516,-1.6623353787322113,-148994587.994672,-4463087.266190048,-1935348.8427851556,0.8154820935346763,-27.650491684214465,-11.882110367053317,1.160987002774101,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -800,2012_HW1,114440,60391.38990515284,128208832.23260105,-26.5380479370324,235.83990908961596,-0.1025603821940127,-19.935316517790373,0.4422354286266063,-216667675.88196293,-104301682.40704688,-45695138.59686245,10.509093925500167,-8.64608606170223,7.932930913797818,-148991285.87312594,-4569539.9467595145,-1981174.4881251545,0.8922649874761179,-27.550670105689896,-11.881909000963985,30.41428593934076,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -801,2012_HW1,114460,60391.40080425642,128183854.8358633,-26.51071024662695,235.83872065494623,-0.1024445371653648,-19.93049356189584,0.4427906723902078,-216657777.99988303,-104309824.50055256,-45687667.52140877,10.510940545335144,-8.645197090963018,7.933320332690451,-148990438.74688023,-4595471.3136098925,-1992363.339948332,0.9066281113673031,-27.52429394017865,-11.881848625037254,30.41010824465957,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -802,2012_HW1,114477,60391.41024196824,128162248.54270516,-26.487467429989543,235.8376930515229,-0.1022876577859421,-19.9263127016578,0.4432653056840444,-216649206.4225569,-104316873.73100436,-45681198.32556909,10.512539512272534,-8.644427252518472,7.933657488973696,-148989694.95608523,-4617903.969036388,-2002051.2638107748,0.917597379864302,-27.501014562361306,-11.881792605773391,30.40649103088348,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -803,2013_GD138,114478,60391.410697552834,5817525631.79558,-23.74379060545273,233.0103136836593,-0.0107285307208467,-18.81384673236194,0.0023032458670863,-3462214607.111615,-4403064097.366191,-1878122327.243764,3.844780061908556,-2.6591927245424447,-1.6623288811989907,-148989658.79447117,-4618987.442076397,-2002519.3871137167,0.9180925032831514,-27.499880832169573,-11.881789809870986,1.1599987880977385,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -804,2011_YA42,115358,60393.10997395952,396060731.274099,19.625672921857905,136.86548126171837,-0.0804001002430712,0.5845888129249223,0.0384866165028877,-437862471.6482858,262145569.85560268,295285.09703229426,-8.701925540110775,-9.629722762327305,-8.584052701023857,-148852000.70655236,-8632422.914706726,-3745652.25633019,1.1988227839448744,-27.71941085117624,-11.86274812942657,12.238025397021534,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -805,2011_YA42,115359,60393.11042176041,396061490.95340186,19.626920033116857,136.86544524189708,-0.0803944096273477,0.5846060548381657,0.0384862650760463,-437862808.4528688,262145197.14048937,294952.8543828287,-8.701908619032578,-9.629732897656153,-8.584052713576543,-148851954.27994642,-8633495.865295848,-3746111.429702845,1.20004069767738,-27.719956033076144,-11.862744517678289,12.2381191086061,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -806,2011_YA42,115953,60394.063764205486,397682574.5672918,19.818434046743896,136.79602636293586,-0.0755764702936607,0.6210661555800963,0.037970824091707,-438578044.4476525,261351172.4351347,-412059.4289026876,-8.665893062341981,-9.651255109624826,-8.584050341864645,-148715834.71242005,-10885393.31872828,-4722714.648276469,1.599377686719592,-27.620406228941537,-11.84847809046822,12.430714249576448,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -807,2011_YA42,116003,60394.08789313804,397723962.6031709,19.8870484712078,136.794204330077,-0.0754196862537239,0.6219821034280265,0.037950117284433,-438596108.48472977,261331052.7907556,-429953.80356121744,-8.66498131936956,-9.651798647558444,-8.584049528069343,-148712440.47789896,-10943016.810008928,-4747415.408720977,1.6578938946406507,-27.65949947503106,-11.848190330191718,12.435663862502576,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -808,2012_HW1,117336,60395.28873221049,119391329.85944109,-25.807840607129343,235.3519660740838,-0.1673613906284889,-18.065504843413084,0.5187795359200574,-213015527.10947064,-107159845.05618252,-42999394.034543656,11.174070454353684,-8.318801931351445,8.070175538957281,-148483749.87695467,-13783285.463740056,-5975651.766941272,2.7520868590537533,-27.607029022872933,-11.827287820884392,28.822378809097483,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -809,2013_GD138,117336,60395.28873221049,5809724722.19617,-22.75283405845796,232.964965653914,-0.012059954025472,-18.80446578643487,0.0025483370765166,-3460926149.6019835,-4403955011.112003,-1878679289.6978896,3.8454764053229407,-2.658292949356458,-1.6619436891285673,-148483749.87695467,-13783285.463740056,-5975651.766941272,2.7520868590537533,-27.607029022872933,-11.827287820884392,1.1000468179029843,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -810,2013_GD138,117338,60395.2896943993,5809722831.161503,-22.75029240700144,232.9649533976228,-0.0120608394109203,-18.80446333458593,0.0025490628212577,-3460925829.954008,-4403955232.0776005,-1878679427.8438208,3.845476578090615,-2.6582927261050795,-1.6619435935483866,-148483521.03108844,-13785580.008405954,-5976634.812509054,2.754521495878447,-27.605512429656784,-11.827272905762827,1.1000309899436067,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -811,2013_GD138,117339,60395.29015592944,5809721925.033576,-22.749073073035092,232.9649475239674,-0.0120612593988289,-18.804462159387683,0.0025494109894962,-3460925676.77548,-4403955337.96653,-1878679494.0447376,3.84547666088262,-2.6582926191207643,-1.661943547745397,-148483411.29421154,-13786679.532504017,-5977105.897395524,2.755685028686656,-27.60478149006468,-11.82726574995121,1.100023404675566,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -812,2012_HW1,117386,60395.31316708368,119336911.25321683,-25.744128624129704,235.34765018026147,-0.1684274592121871,-18.052812426095883,0.5200972096722333,-212991930.1308421,-107177406.8610146,-42982354.05087226,11.178266650564334,-8.316690754408041,8.07102244135929,-148477876.43512806,-13841525.874567669,-6000620.942640311,2.8109847893743884,-27.564999102677675,-11.826901279280454,28.810987787271536,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -813,2013_GD138,117386,60395.31316708368,5809676755.690612,-22.687299543646883,232.96465409474143,-0.0120786410225667,-18.80440329027127,0.0025670475413817,-3460918030.472287,-4403960623.678509,-1878682798.6308875,3.8454807936590703,-2.658287278716393,-1.6619412613669196,-148477876.43512806,-13841525.874567669,-6000620.942640311,2.8109847893743884,-27.564999102677675,-11.826901279280454,1.0996445058002824,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -814,2013_GD138,117389,60395.31457846227,5809673990.11008,-22.683467298527496,232.9646360901872,-0.0120794758000912,-18.804399667396083,0.0025681414344792,-3460917561.6326737,-4403960947.775925,-1878683001.2541475,3.8454810470637177,-2.6582869512646137,-1.6619411211754411,-148477533.5514457,-13844886.173465429,-6002062.7633105535,2.8141873909016173,-27.56235911845832,-11.826878442119634,1.0996212584935738,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -815,2012_HW1,117436,60395.336605267374,119284841.1471915,-25.68155582543261,235.34348947840644,-0.1690847791025413,-18.040607374385186,0.5213799671907208,-212969287.6386612,-107194247.91424195,-42966007.65817218,11.18229197668578,-8.31466500006644,8.071834630390859,-148472132.2085323,-13897299.986991908,-6024570.539504239,2.861084835939562,-27.51842851228583,-11.826513935703083,28.800035389279472,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -816,2013_GD138,117436,60395.336605267374,5809630877.657171,-22.623352255722686,232.96435488932727,-0.0120890049072881,-18.80434291018456,0.0025852952202725,-3460910242.613312,-4403966007.22796,-1878686164.3864183,3.84548500294318,-2.658281839435084,-1.6619389326535603,-148472132.2085323,-13897299.986991908,-6024570.539504239,2.861084835939562,-27.51842851228583,-11.826513935703083,1.0992581767990204,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -817,2013_GD138,117439,60395.33928454851,5809625641.983574,-22.616031039910037,232.96432067576148,-0.0120897137089701,-18.804335981382096,0.00258738342305,-3460909352.448544,-4403966622.575216,-1878686549.097137,3.845485484070948,-2.658281217715855,-1.661938666477425,-148471469.35206866,-13903668.900968757,-6027307.965068681,2.866372998828437,-27.51275937104893,-11.826468533677048,1.0992139995614347,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -818,2013_GD138,117482,60395.36003138977,5809585152.540004,-22.559611247761435,232.96405567314096,-0.0120919062263374,-18.804282133734784,0.0026034670306139,-3460902458.734812,-4403971388.008912,-1878689528.4132743,3.8454892100734246,-2.658276402923581,-1.661936605123135,-148466296.60480273,-13952945.949913029,-6048507.072409438,2.904059504725022,-27.46676248145066,-11.826108558401858,1.0988717940571564,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -819,2012_HW1,117485,60395.36158236415,119229491.88138252,-25.614696698721808,235.3390432012022,-0.1693852671675755,-18.027567761536588,0.5227482684963141,-212945149.4139093,-107212190.27446228,-42948586.1124842,11.186581986675392,-8.312505455418384,8.072699979569045,-148465907.26917735,-13956626.4323699,-6050091.844735139,2.9066369238841068,-27.463187288164317,-11.8260810339437,28.788345050943764,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -820,2013_GD138,117485,60395.36158236415,5809582129.691864,-22.55542683696409,232.9640358611853,-0.012091836809829,-18.80427809483283,0.0026046591672116,-3460901943.375778,-4403971744.261829,-1878689751.1401997,3.8454894886211792,-2.658276042979866,-1.6619364510205443,-148465907.26917735,-13956626.4323699,-6050091.844735139,2.9066369238841068,-27.463187288164317,-11.8260810339437,1.0988462075090564,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -821,2013_GD138,117486,60395.36204507018,5809581227.428581,-22.55417895277021,232.96402994700225,-0.0120918098397889,-18.804276888793247,0.0026050146672596,-3460901789.532278,-4403971850.609414,-1878689817.6279948,3.8454895717724544,-2.658275935530493,-1.6619364050182757,-148465790.9791231,-13957725.026411926,-6050564.925688368,2.907399686425248,-27.462116661118408,-11.826072800465225,1.0988385694250051,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -822,2013_GD138,117504,60395.37130004057,5809563202.344092,-22.52936956021757,232.9639117320003,-0.0120906708686316,-18.804252746624076,0.0026120802423357,-3460898714.323338,-4403973976.411479,-1878691146.6653435,3.8454912338999434,-2.658273787702318,-1.6619354854689798,-148463460.20971033,-13979675.971628606,-6060021.365603902,2.921998695719059,-27.440405854531093,-11.825906566264376,1.0986858865279494,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -823,2012_HW1,117507,60395.372774603136,119204736.94183914,-25.58506241641236,235.3370495148773,-0.1693864945411501,-18.02171375430113,0.5233566168632354,-212934330.26034555,-107220228.59335303,-42940779.04832545,11.188504430972523,-8.31153752100981,8.073087678804898,-148463087.94158056,-13983170.38288282,-6061527.435724323,2.924208623634693,-27.436896291962288,-11.825879797150252,28.78310303046586,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -824,2013_GD138,117507,60395.372774603136,5809560333.401087,-22.525444735644776,232.9638929057117,-0.0120903845281847,-18.804248895593872,0.0026131976073119,-3460898224.549262,-4403974314.97774,-1878691358.3347552,3.84549149861914,-2.658273445627669,-1.6619353390165792,-148463087.94158056,-13983170.38288282,-6061527.435724323,2.924208623634693,-27.436896291962288,-11.825879797150252,1.0986615691817487,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -825,2013_GD138,117508,60395.3732253949,5809559455.690118,-22.52424545863401,232.96388714552188,-0.0120902911873322,-18.804247716964905,0.0026135390082887,-3460898074.6930327,-4403974418.568883,-1878691423.099262,3.8454915796153,-2.658273340963043,-1.661935294206516,-148462973.9826517,-13984239.478852509,-6061988.247468096,2.924878406425721,-27.43581977682765,-11.825871590314357,1.0986541288075198,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -826,2011_YA42,117765,60396.066390776185,401167494.0240809,20.45109591459649,136.66505288616048,-0.0651419763502154,0.6959225227115743,0.0367465087902986,-440070828.31111246,259677467.02292025,-1897218.008742213,-8.590189518331803,-9.69616779251631,-8.583856485948598,-148301444.89922938,-15608282.241643116,-6769734.489834688,2.635443618221898,-27.544177549887184,-11.809315151182975,12.822883543425354,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -827,2011_YA42,117766,60396.06683875141,401168285.65413165,20.452365003085315,136.6650237010058,-0.0651393654336327,0.6959389850383254,0.0367460727337146,-440071160.790077,259677091.73711428,-1897550.242879168,-8.590172575840104,-9.696177794687983,-8.58385641402146,-148301342.86798552,-15609348.413212247,-6770191.594877324,2.636512155150209,-27.54491738428291,-11.809306863867151,12.822971500447157,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -828,2011_YA42,117815,60396.08935220905,401208131.741803,20.515865426114186,136.66355890759382,-0.0649573414936674,0.6967660401092294,0.036724253674052,-440087868.5077594,259658231.44017756,-1914246.4978076983,-8.589321135412357,-9.696680422828218,-8.583852782934425,-148296160.32809904,-15662963.147792984,-6793162.770582067,2.6928355285777528,-27.57891272286748,-11.808895828396592,12.827390028960876,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -829,2011_YA42,117816,60396.08980096725,401208925.8794438,20.51711947065093,136.66352980557804,-0.0649527130017492,0.6967824924838094,0.0367238219004362,-440088200.9533877,259657856.1342212,-1914578.7320751348,-8.589304192744493,-9.696690423975843,-8.583852710353561,-148296056.07330662,-15664030.662473656,-6793619.859873766,2.694005342490973,-27.57952332554437,-11.808887750197949,12.827477910259692,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -830,2011_YA42,117922,60396.14102769254,401300044.8178393,20.65484671064512,136.660220114191,-0.0641729904932316,0.6986624954840577,0.0366754716757883,-440126210.4289583,259614938.87810692,-1952568.3452642376,-8.58736684699933,-9.697833881552569,-8.583844326929274,-148283821.0480996,-15786225.229556195,-6845884.134695978,2.8375873186193497,-27.63068566643966,-11.807983495000066,12.837509739137582,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -831,2011_YA42,117972,60396.16520253225,401343249.5033655,20.71378117669755,136.65867483048504,-0.0636427642587337,0.6995488593990153,0.0366536237905718,-440144144.8428016,259594683.65422624,-1970496.3506231755,-8.586452562475062,-9.698373409395336,-8.58384031272565,-148277818.83479673,-15843950.46508406,-6870547.268568412,2.909974520292613,-27.64109924324815,-11.807565188641028,12.842228003987946,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -832,2011_YA42,118574,60397.01797215609,402860096.7658365,20.61706713428125,136.61035846524845,-0.0600029950705253,0.730600006626031,0.0361294330972841,-440775557.31073153,258879462.9977064,-2602898.67534739,-8.554195427186322,-9.717367683568794,-8.583674974222468,-148041377.87628657,-17845256.188077938,-7739779.885785316,3.045919932966437,-27.401345180468333,-11.78594924414158,13.002753541132789,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -833,2011_YA42,118624,60397.04191199752,402902808.1661358,20.68352685479937,136.60892149741656,-0.0600212888618128,0.731464614541714,0.0361048037177211,-440793248.0524023,258859365.1140729,-2620651.3153188643,-8.553289740101034,-9.717899839366195,-8.583669667150087,-148035030.21803555,-17901981.66775445,-7764156.55130118,3.0932773029042027,-27.44925842249557,-11.785408303685394,13.0073474350799,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -834,2013_CC263,119865,60398.19956807819,320514243.54957306,-1.5746890619038632,191.05427391402097,-0.2108417503021011,-13.333524039301524,0.0466795832875421,-453755263.5759044,-80421482.55801474,-82858151.43045165,2.2456675371562693,-13.957419246242855,-8.44993864212982,-147667289.08166644,-20623052.338360272,-8941442.010761905,4.043391891196662,-27.515453489451417,-11.753967149868574,3.290598859787575,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -835,2013_CC263,119915,60398.22269662162,320511165.5065385,-1.5060799836899796,191.04926222743916,-0.2108417653311907,-13.33244158281937,0.0469260340736999,-453750774.95573926,-80449373.03552285,-82875036.47111845,2.24683972190807,-13.957211631599003,-8.449724617643271,-147659140.07739645,-20678023.08255565,-8964928.930519534,4.11241810886156,-27.50178556837186,-11.753412418422403,3.285150002154733,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -836,2013_CC263,120158,60398.33498660543,320498083.9813642,-1.204434827419364,191.02500716310283,-0.2090630501548828,-13.32710882636257,0.0480043332940535,-453728948.73628914,-80584779.60936593,-82957009.80888984,2.2525303244396624,-13.95620267181696,-8.448684943237646,-147617781.70911366,-20944132.0241522,-9078945.320148848,4.393810980989072,-27.32882615685567,-11.750572347903171,3.258860055615556,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -837,2011_YA42,120494,60399.066346111584,406579490.6248688,21.33346851491824,136.5078304463752,-0.0494922887458275,0.8031110766836659,0.034639412771005,-442282509.6344491,257155791.79345185,-4121878.8694228353,-8.476667423833744,-9.76269460316476,-8.583089664796452,-147350896.60820684,-22647262.856348258,-9820689.548643744,4.172611277234556,-27.364956283230303,-11.72620237959789,13.37680763440663,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -838,2011_YA42,120495,60399.06679561026,406580318.2531452,21.334727679642228,136.50780822291028,-0.049488930302396,0.8031266296636532,0.0346389057768462,-442282838.4511359,257155413.09023225,-4122211.814604856,-8.476650422904655,-9.762704492698491,-8.583089507442306,-147350734.71614602,-22648324.45467622,-9821144.449929254,4.173718777478907,-27.365643235030586,-11.726189769771892,13.376889656082886,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -839,2011_YA42,120544,60399.09055928464,406624191.0875036,21.400803480906504,136.50663460893077,-0.0492556964572743,0.8039494709240548,0.0346122239937075,-442300240.628238,257135369.1047082,-4139833.430935087,-8.475750618846515,-9.763227882389703,-8.5830811610957,-147342103.10604185,-22704546.65076357,-9845220.093929011,4.2350606129024015,-27.39830438433328,-11.725527965703412,13.381228346693504,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -840,2011_YA42,120545,60399.09100827208,406625021.32745504,21.40203675926918,136.50661249217043,-0.0492502497003973,0.8039650116978218,0.0346117233864783,-442300569.40928656,257134990.38088828,-4140166.3757116487,-8.475733617759227,-9.763237770833966,-8.583081003056062,-147341938.789419,-22705609.54002568,-9845674.969055517,4.23626742941533,-27.398849066729145,-11.725515558573036,13.38131026797383,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -841,2011_YA42,120595,60399.11354463799,406666753.1159389,21.462818601525072,136.50550592868055,-0.048928426078902,0.804744740042143,0.0345868229058149,-442317070.5893374,257115981.1562141,-4156877.379030394,-8.474880303140841,-9.763734061183536,-8.583073054472655,-147333630.04556933,-22758982.35787325,-9868505.238886995,4.298768816345774,-27.42252997009414,-11.724896640458423,13.385418667619584,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -842,2011_YA42,120645,60399.13741455051,406711081.197412,21.523985751023265,136.50434295648512,-0.0484874669779992,0.805570018490887,0.0345610501129549,-442334546.727394,257095845.6469981,-4174577.555515242,-8.47397646922051,-9.764259673526606,-8.58306460046026,-147324693.1829695,-22815556.62277324,-9892685.61984503,4.368303887229853,-27.439433341077503,-11.724247400001929,13.389761506112167,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -843,2013_CC263,120770,60399.19730565965,320402033.68516874,-1.0714544259683303,190.8442016750286,-0.2113160539364428,-13.286113258418627,0.048192721497518,-453559497.50893545,-81624292.02425596,-83586178.16762577,2.2962012839460155,-13.948401496103935,-8.440670330106673,-147301622.0681311,-22957576.89201183,-9953349.513085583,4.549273162008454,-27.442551172309557,-11.722626939433995,3.0708433787702845,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -844,2013_CC263,120820,60399.22159904655,320399860.42557466,-0.9993546704443612,190.8389266705604,-0.2113013841972198,-13.284939345918174,0.0484492896885902,-453554676.471663,-81653569.61001131,-83603894.9713359,2.2974308643942907,-13.948180358140531,-8.440443753558569,-147291996.8175663,-23015164.781233467,-9977954.631287986,4.621658772120762,-27.427611064542827,-11.721964482989147,3.0658304299188943,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -845,2012_HW1,123873,60402.37971449747,104332818.56980202,-23.15891765383783,233.72924644953,-0.311832599022972,-13.762365097386915,0.7035012780208938,-205792737.36861375,-112062426.9755511,-37980890.40896218,12.4079674918992,-7.672678709097408,8.308644543956493,-145841297.19887674,-30361055.56753529,-13160580.935808633,6.486649747260254,-26.85314984951068,-11.601374364873111,25.057711916116507,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -846,2013_GD138,123892,60402.38848353502,5796595774.690241,-19.933012677642196,232.8684432747823,-0.0142653396822194,-18.784184832655107,0.0031762684673299,-3458566703.412078,-4405585268.484843,-1879698613.19693,3.846751111041317,-2.656644663020309,-1.6612378361028255,-145836379.19234273,-30381392.066066228,-13169370.47881087,6.495558787417696,-26.83049911179344,-11.601002217909594,0.9771321842793496,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -847,2012_HW1,123895,60402.39116380816,104309924.70705532,-23.12867706013956,233.7255725883404,-0.3115165792789522,-13.75430709208469,0.704131723612576,-205780461.53889528,-112070016.78310087,-37972670.73219351,12.409987287082153,-7.671578796908827,8.30901727498318,-145834874.84292904,-30387603.91622396,-13172056.70122644,6.498040997683297,-26.82353019233081,-11.600887866080264,25.050513061285024,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -848,2013_GD138,123914,60402.39989931148,5796576127.967619,-19.904721474359675,232.868271310181,-0.0142567323352017,-18.78414852759148,0.0031840669189922,-3458562908.944516,-4405587889.019639,-1879700251.8548903,3.846753159534092,-2.6566420119163903,-1.6612367004865258,-145829967.35164437,-30407841.45189345,-13180812.79870929,6.505344605519263,-26.80069620820166,-11.60051309820198,0.9769182462082708,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -849,2011_YA42,124942,60404.01975974695,415977302.7014437,22.52945969833369,136.35044987355116,-0.0237838679706568,0.9648412656829984,0.030517541239472,-445869887.8811598,252954740.02835923,-7794475.035592683,-8.288934621723392,-9.87057230290448,-8.580583470029287,-144921703.945251,-34131035.91999573,-14799059.004524224,6.600449996685785,-26.83483287116134,-11.52332885841456,14.200642935420955,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -850,2011_YA42,124992,60404.04357922726,416023737.3155779,22.595389833589376,136.3498840194337,-0.023702296740302,0.9655678038213912,0.030484828699814,-445886944.694188,252934426.9196529,-7812132.942131174,-8.288031023979826,-9.871085159452663,-8.580567712064743,-144908066.4820095,-34186306.91861301,-14822773.450333824,6.653467046732906,-26.876196878950115,-11.522244811580112,14.204441349506912,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -851,2011_YA42,124993,60404.04399589392,416024549.47131634,22.596543813125955,136.34987415837446,-0.0236999151230521,0.96558048538847,0.0304842581377968,-445887242.5631388,252934072.1558469,-7812441.324998278,-8.288015243200435,-9.871094115637254,-8.580567436548943,-144907827.32282466,-34187272.92539159,-14823187.587035354,6.654450321767473,-26.876862837999965,-11.522225998413145,14.20450766679,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -852,2011_YA42,125043,60404.06788451188,416071257.3134466,22.662490785801,136.34930998665035,-0.0235081537538402,0.9663083334092986,0.0304516201976216,-445904346.8812788,252913699.1315449,-7830150.344713886,-8.287109020331553,-9.871608400036315,-8.580551596848153,-144894032.11630604,-34242784.0461819,-14846968.461513804,6.71387466149429,-26.91153905054676,-11.5211516972938,14.20831397549505,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -853,2013_CC263,125132,60404.10771459079,320482225.70910984,1.237600306232877,189.80983934144405,-0.2098950621423331,-13.032651793368313,0.0539781806853624,-452532712.7307539,-87532333.92341614,-87157372.00070572,2.543880609652187,-13.902200563592094,-8.3940077791343,-144870741.955727,-34335471.522371046,-14886613.287546808,6.823648767901369,-26.952215606319573,-11.51938178668146,2.5775415122618406,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -854,2013_CC263,125133,60404.10812973881,320482270.10406536,1.238705199364558,189.8097499302946,-0.2099027490265584,-13.032629391647802,0.0539818846839232,-452532621.5173455,-87532832.39874764,-87157672.97502989,2.543901469519316,-13.902196531766323,-8.394003762289108,-144870497.26541528,-34336437.92675434,-14887026.326303974,6.824847237355256,-26.952518001588945,-11.519363448919613,2.5775532306650684,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -855,2013_CC263,125134,60404.108541442256,320482314.2172775,1.2398033993291584,189.80966116232284,-0.2099103435470621,-13.032607150359835,0.0539855665373181,-452532530.9626276,-87533327.2701923,-87157971.77330779,2.543922178567138,-13.90219252906759,-8.393999774471654,-144870254.30157614,-34337397.35516671,-14887436.378334228,6.82603794482609,-26.952815642842744,-11.51934524534343,2.577564874146404,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -856,2013_CC263,125182,60404.131486530176,320484833.9365606,1.3028149577339472,189.80471292749297,-0.2102739221051241,-13.031366046803292,0.054197230572844,-452527486.64750206,-87560887.30588381,-87174612.15053019,2.5450754826385693,-13.901969578432436,-8.393777666754723,-144856655.4621773,-34390843.615774885,-14910271.877695192,6.893565995006833,-26.96528944214232,-11.51833351571979,2.578228492017025,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -857,2012_HW1,125689,60404.36876304004,100398628.0132223,-22.312876445861548,233.0813978901872,-0.3594141971503528,-12.307665872393034,0.7632919188630005,-203629982.71006945,-113364520.91409972,-36547380.050623566,12.760287241715268,-7.47868865494604,8.37277346264067,-144708594.1818211,-34941640.72771495,-15146297.271648554,7.476096331685368,-26.64874199263765,-11.507506654556137,23.79969452252803,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -858,2013_GD138,125692,60404.37019784374,5793218476.078566,-19.193220811318017,232.83862050442715,-0.0148546664218464,-18.777850076745757,0.0033105491208032,-3457907988.457913,-4406040130.06142,-1879983052.374109,3.84710663133462,-2.656184442258091,-1.6610406817356027,-144707667.8086686,-34944942.214481816,-15147723.019491805,7.477752443518203,-26.645063055229503,-11.507436303178844,0.9400129232417316,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -859,2012_HW1,125742,60404.393992139885,100350064.60191026,-22.245310839419854,233.07212616933327,-0.3586491741108225,-12.288391177908077,0.7646790708934013,-203602161.06003052,-113380821.34189856,-36529126.966294006,12.764774614759748,-7.476190136016687,8.373578681844524,-144692269.43133703,-34999657.97737513,-15171379.81152504,7.50054841819868,-26.583011455378173,-11.506256901496831,23.78276139206512,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -860,2013_GD138,125745,60404.39538551929,5793176777.160534,-19.129472525091614,232.83822552584576,-0.014837190524419,-18.77776646827819,0.003327991196843,-3457899615.676771,-4406045910.929326,-1879986667.431588,3.8471111490023833,-2.656178592663357,-1.6610381756174202,-144691366.63727522,-35002857.16015297,-15172764.645306977,7.5016062845584575,-26.57933548173901,-11.506187146908692,0.93952574350894,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -861,2013_GD138,125772,60404.40757191579,5793156651.773029,-19.10034197775719,232.8380346252444,-0.0148260435946627,-18.77772586467015,0.0033359242882832,-3457895564.907372,-4406048707.718559,-1879988416.400636,3.847113334647948,-2.656175762619124,-1.6610369631512063,-144683464.03228968,-35030824.7853372,-15184878.846345128,7.509543220903373,-26.54707631367925,-11.505573548139465,0.9392901844949164,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -862,2013_CC263,126230,60405.18129497452,320639393.92135936,1.9632359961574168,189.5844932619598,-0.2098859198024729,-12.973356627152182,0.0557935366212904,-452294249.0968297,-88821371.44321887,-87935489.99188264,2.597802384371116,-13.891698954796832,-8.383575331088855,-144200831.17098662,-36797035.32792127,-15952608.576986756,7.547672873797882,-26.84274327598988,-11.464338844252332,2.636006211777601,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -863,2013_CC263,126280,60405.2056986527,320643609.96463025,2.035791284903595,189.5792376043249,-0.209817396118073,-12.971992090217778,0.0560351158309359,-452288770.36141855,-88850661.7193815,-87953166.43846376,2.5990271387033017,-13.891458576353903,-8.383337231446122,-144184840.12411967,-36853617.81857397,-15976779.970003698,7.620119236982515,-26.82641334900869,-11.46317136240374,2.6381200020244595,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -864,2012_HW1,126601,60405.35452437268,98505104.1299194,-21.87907223368157,232.7259312639497,-0.3844714806980526,-11.541548443745864,0.7941466139417531,-202535634.609093,-113997348.49762404,-35832884.61403044,12.93597334474868,-7.380344161372684,8.404080026531737,-144084435.84918568,-37197101.02375505,-16124132.976025913,7.956753084736044,-26.55666456856004,-11.455764464710336,23.146877066908853,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -865,2013_GD138,126617,60405.361981177804,5791578160.338401,-18.81166803278452,232.82324694680864,-0.015140072119287,-18.77457500328685,0.003376313223381,-3457578300.6376114,-4406267743.59075,-1880125392.063243,3.847284494790996,-2.6559541129680757,-1.6609419988862877,-144079306.30695063,-37214205.00538316,-16131513.625567893,7.966319297052006,-26.53776298934929,-11.455374290286857,0.9209985771584556,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -866,2012_HW1,126657,60405.38143952483,98454312.2630344,-21.80448756759108,232.71537752889924,-0.3838377344024202,-11.520153760175369,0.795641645814245,-202505544.78897876,-114014509.26908596,-35813338.88363988,12.94078046439669,-7.377638098857105,8.404930311810947,-144065895.14208215,-37258777.33485781,-16150771.208588468,7.987249753892095,-26.48733623822605,-11.454345811320838,23.12829120823008,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -867,2013_GD138,126673,60405.38876468135,5791534709.689398,-18.742892626387576,232.8228188848785,-0.0151228583010051,-18.774484321306524,0.0033950665760727,-3457569397.259829,-4406273889.983686,-1880129235.8063247,3.84728929736588,-2.655947892981145,-1.6609393338724805,-144060838.11966118,-37275534.54262319,-16158020.310981574,7.9935931297774365,-26.4680483441439,-11.45395468771641,0.9204726958621808,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -868,2013_GD138,127541,60406.35677433291,5789967070.120533,-18.415894265017748,232.80753331884767,-0.0154180902431836,-18.77122151039182,0.0034428239949271,-3457247597.699104,-4406496027.550479,-1880268154.9149563,3.847462853987392,-2.655723087758552,-1.660843010183785,-143406645.87389755,-39479640.27844472,-17113654.50875904,8.456141869771875,-26.414532847744645,-11.399562504302269,0.901640227163455,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -869,2013_GD138,127598,60406.38429959994,5789923359.842678,-18.344681463072927,232.8070853220665,-0.0154009332392344,-18.77112647727501,0.0034621639430753,-3457238447.2485075,-4406502343.666023,-1880272104.904955,3.847467788386837,-2.6557166955864733,-1.6608402711858492,-143386499.15179676,-39542373.567471646,-17140762.64686796,8.485009228696507,-26.342860382524577,-11.398005209568373,0.9010919070496648,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -870,2013_CC263,128289,60407.263532943485,321090171.8398141,3.22779738054068,189.1510835311556,-0.2067758719885796,-12.854953619630372,0.0585157432320425,-451817503.64467776,-91318680.969226,-89441891.04237962,2.7021480310645467,-13.870923945970466,-8.36310753519306,-142759281.33534595,-41532915.509743065,-18004567.23521029,8.77563491209352,-26.47720798226557,-11.34521172650325,2.90983722035559,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -871,2013_CC263,128339,60407.28749198248,321096917.23127806,3.288486448124966,189.1460087637106,-0.2062094241570954,-12.85354929341138,0.0587086496591947,-451811908.86279976,-91347394.01796298,-89459202.72291209,2.7033468409770425,-13.870681785456831,-8.362870235954738,-142741056.83119133,-41587678.85610816,-18028051.06695082,8.83103055035654,-26.43166599147687,-11.343846504821624,2.914130007937838,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 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-873,2011_YA42,129691,60409.04562807948,426031384.5640002,23.737644170788595,136.31898945389688,0.0018557385427539,1.105995007650079,0.0255097768008176,-449427541.5627165,248645610.4849445,-11519343.042849304,-8.098117195922518,-9.977534317427732,-8.576479519929133,-141380712.89406353,-45535064.649053454,-19742624.52956108,9.146019958685867,-26.223222369220785,-11.228969247621391,14.91918439552785,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -874,2011_YA42,129740,60409.06833265466,426078009.2278743,23.798667449930644,136.31903413751442,0.0020953600124879,1.1065737767165098,0.0254741814076371,-449443424.9327632,248626039.38305703,-11536165.528545031,-8.097254469833276,-9.978011834166272,-8.576457443699748,-141362714.4180752,-45586533.08287169,-19764650.160252936,9.205296878609037,-26.25091309511653,-11.227540322969032,14.92226161063242,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -875,2011_YA42,129741,60409.06878081698,426078930.4346666,23.799854063494664,136.31903507767925,0.0021010276437683,1.1065851889974805,0.0254734838542833,-449443738.3297353,248625653.1925369,-11536497.47293377,-8.097237446277509,-9.97802125611442,-8.576457007768289,-141362358.08321968,-45587549.19177579,-19765084.746504128,9.206509764748674,-26.2513888743736,-11.227512212599631,14.92232227394307,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -876,2013_CC263,129897,60409.14176632604,321657919.2476232,3.900124630048488,188.76639431495016,-0.2047098320358903,-12.744990647936923,0.0589988003568213,-451371387.23624617,-93568068.2924914,-90797519.39753836,2.796000325549145,-13.851725776194252,-8.344381767468091,-141303645.05633247,-45753251.29778817,-19835870.953297205,9.418601478148323,-26.288884377074663,-11.222958512511276,3.29654470665867,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 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-879,2013_GD138,130428,60409.39389692577,5785266408.381013,-17.05705051092115,232.7577964718231,-0.0161772066829009,-18.760572492452944,0.0036692145050219,-3456237863.301764,-4407192858.039267,-1880703958.767682,3.848007112574354,-2.655017819433605,-1.6605407749393584,-141091399.1624681,-46322476.70501605,-20080177.76085537,9.95905596847452,-25.856093658537148,-11.206650575956004,0.8408186882591513,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -880,2012_HW1,132220,60411.35395935956,87923768.69131655,-18.490918155376384,230.02796791522252,-0.5471540871068986,-6.178069119885905,1.0002500619517054,-195549665.0952308,-117661966.53058828,-31428256.45015444,14.021583491933818,-6.748380073053157,8.587408793639453,-139394282.89659736,-50672206.62128426,-21966004.16524106,10.888183470592365,-25.61519319325933,-11.06442971460922,18.921965429430276,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -881,2012_HW1,132221,60411.35440623367,87923054.57118346,-18.48962078017565,230.02772191217107,-0.5471388387424401,-6.177622003241488,1.000272232383475,-195549123.5355596,-117662227.17351986,-31427924.77692296,14.021665474105008,-6.748330744729711,8.587421968920784,-139393862.3770405,-50673195.87757454,-21966431.48164027,10.888663706633611,-25.61401415227144,-11.064396447407669,18.92164087236368,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -882,2012_HW1,132262,60411.37440272298,87891159.63635603,-18.433142556814097,230.01672559617677,-0.5462942731615348,-6.157610717584882,1.0012529021015748,-195524894.2824481,-117673884.769344,-31413087.25732787,14.025333020799383,-6.746123745926488,8.58801127212176,-139375033.83159357,-50717402.09057293,-21985545.64456329,10.90694553809852,-25.56063457420895,-11.062900100258526,18.90713920654889,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -883,2012_HW1,132263,60411.37484883302,87890449.33837572,-18.43192036213288,230.01648054011463,-0.5462719011379559,-6.157164153835555,1.0012745118368556,-195524353.7896619,-117674144.74231212,-31412756.30277564,14.025414827346363,-6.746074512052624,8.588024414496969,-139374613.5323823,-50718387.03143681,-21985971.94626344,10.907281360152872,-25.559432916767125,-11.062866541195294,18.906816158751383,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -884,2012_HW1,132978,60412.26626467574,86474909.18498465,-18.10365619957849,229.53480136710823,-0.5760838537637886,-5.251587135900399,1.0319660360325122,-194437767.7322756,-118189940.58104505,-30750272.632515755,14.189260901274382,-6.646974005676555,8.614141121270404,-138552331.17716357,-52675964.98341276,-22835293.10072055,11.217182379719944,-25.638674435282557,-10.99353076157064,18.286703166879725,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -885,2012_HW1,133002,60412.276571950366,86458801.80494863,-18.070767317613548,229.5288367361159,-0.5764456399906414,-5.240948019172307,1.032478749507053,-194425130.2352739,-118195859.72004372,-30742600.929936863,14.191159370178678,-6.645819953618786,8.614441320210528,-138542331.87452847,-52698787.542576425,-22845082.76919217,11.239710050229816,-25.617559905418187,-10.992759151042932,18.27936572708007,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -886,2012_HW1,133003,60412.27698823215,86458150.7499508,-18.06943572535081,229.52859534648945,-0.5764582251554301,-5.2405174710581175,1.032499478310155,-194424618.91242608,-118196099.17465957,-30742290.542926237,14.191236180280598,-6.645773259062434,8.61445346478513,-138541926.9051712,-52699710.49703665,-22845478.824691124,11.240594881228285,-25.616681804931112,-10.99272786444774,18.27906891717405,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -887,2012_HW1,133028,60412.28943959386,86438733.31808722,-18.02970381088676,229.52138577420604,-0.5767604441871905,-5.227657970259767,1.0331175545194633,-194409350.30382225,-118203248.15531528,-30733022.65058553,14.193529684128476,-6.644378887280405,8.61481605275399,-138529820.8000307,-52727253.663573205,-22857303.9286114,11.266021494659404,-25.589655940641904,-10.99179113168618,18.270208903955883,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -888,2012_HW1,133054,60412.30140846016,86420107.78748997,-17.99168179952131,229.51445269058348,-0.5769170956077345,-5.215289041029405,1.0337094982875663,-194394670.44555235,-118210118.9712984,-30724113.167993657,14.19573452872151,-6.643038234525104,8.615164548030299,-138518158.53671485,-52753702.44547347,-22868670.30965416,11.288578443079732,-25.562300794334877,-10.99088581140718,18.261697159174897,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -889,2012_HW1,133055,60412.30185914056,86419406.73279274,-17.990254726997485,229.5141914187224,-0.5769204442657492,-5.214822833088926,1.033731748570669,-194394117.2541171,-118210377.8411228,-30723777.44569808,14.195817611163148,-6.642987712856512,8.61517767848697,-138517718.64566925,-52754698.49562827,-22869098.584184524,11.28939093409767,-25.5612455871634,-10.990851602170617,18.26137655341102,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -890,2012_HW1,133100,60412.32251397315,86387360.42401254,-17.925576813178285,229.5022261683148,-0.576877217671095,-5.19346165157521,1.034745233043291,-194368779.82454133,-118222230.93623295,-30708402.156017616,14.199622644283082,-6.64067363455318,8.615778917102807,-138497541.2812304,-52800268.52463907,-22888710.41780378,11.323559946646476,-25.511226263617345,-10.989277173453466,18.246705796347133,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -891,2012_HW1,133104,60412.32564707911,86382507.80939351,-17.91590797061431,229.5004108474409,-0.5768374084812861,-5.190218520540012,1.034897925668972,-194364934.57648003,-118224029.1420673,-30706069.044255484,14.20020004526918,-6.640322434310384,8.615870133585494,-138494474.48180857,-52807175.33173808,-22891686.035490826,11.32821076544369,-25.50337336671233,-10.989036907647147,18.24448195493264,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -892,2012_HW1,133105,60412.32609607004,86381812.80230193,-17.914526508304327,229.50015078271176,-0.5768309970474192,-5.189753846541989,1.034919774739259,-194364383.66514257,-118224286.7584785,-30705734.78347341,14.200282768680363,-6.640272117348729,8.615883201620246,-138494035.00709718,-52808164.67732435,-22892112.33905494,11.328865274345423,-25.502243216939107,-10.989002455266784,18.244163405842546,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -893,2013_CC263,133549,60413.09095121775,323350835.114584,5.77293718380924,187.978286193488,-0.1960540219462603,-12.506476353854168,0.0607266745836369,-450383826.7935156,-98287258.81024744,-93637831.38233036,2.9924898135185014,-13.809950633413283,-8.304200992676693,-137761141.54670376,-54471816.311665766,-23616218.74005293,11.20191458538221,-25.59024970152184,-10.926381969372905,4.359739185724349,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -894,2013_CC263,133599,60413.11588460652,323363346.1063232,5.843031106446506,187.97327540018037,-0.1963265412191035,-12.504959694146192,0.0609340329236553,-450377379.13161486,-98317007.49283634,-93655719.76116304,2.993726676465263,-13.809680852240056,-8.30394385573328,-137736931.59334522,-54526954.194471866,-23639754.43699863,11.27529645031139,-25.598920578168205,-10.924491235687388,4.367241496561774,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -895,2013_GD138,133820,60413.22272856604,5779822177.425036,-15.760622010139503,232.69166151526696,-0.0171435129085449,-18.7463332579522,0.0037906267784973,-3454964716.4194303,-4408071068.715909,-1881253251.2729487,3.84869267245046,-2.6541289338889262,-1.6601597667231616,-137631385.44098118,-54763063.04005765,-23740564.491977684,11.5856314030358,-25.52549144659451,-10.91636132594185,0.7607886360480192,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -896,2013_GD138,133870,60413.24794943054,5779787908.100978,-15.691747935610838,232.6912046051044,-0.0171655199956082,-18.74623742542624,0.0038089327698278,-3454956329.308815,-4408076852.611542,-1881256869.1053376,3.848697186308012,-2.6541230798420345,-1.660157257186593,-137606068.6275996,-54818641.496681415,-23764350.15685301,11.649474558231905,-25.483729085628223,-10.91441580569746,0.7602413956907069,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -897,2013_GD138,134085,60413.34888145279,5779652306.9004345,-15.410015850634917,232.68937365099205,-0.0171679046747606,-18.74584916650492,0.0038837894192538,-3454922764.825475,-4408099999.060552,-1881271347.257024,3.84871525006665,-2.654099652696418,-1.660147214308372,-137503595.63773042,-55039919.54977705,-23859495.045765508,11.829275070206746,-25.25090051191509,-10.906434742468104,0.7580480321456264,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -898,2013_GD138,134129,60413.37028693328,5779623859.113903,-15.35502570006737,232.68898576404408,-0.0171512778875033,-18.745765877671264,0.0038982377880721,-3454915646.672677,-4408104907.77936,-1881274417.6759524,3.848719080856877,-2.654094684458061,-1.6601450844894474,-137481699.83428353,-55086565.39334195,-23879663.711730383,11.848444329633974,-25.193410838342977,-10.904693837383222,0.7575830331819722,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -899,2011_YA42,134388,60414.0464406167,436469545.6359021,24.674538391361928,136.41332833541742,0.0265987293080457,1.219793805061651,0.0198680453356498,-452885144.7610122,244312419.52788627,-15223525.191471236,-7.90794601514011,-10.081484904471296,-8.570855437432845,-136807813.7146144,-56543781.09308018,-24515005.919184517,11.551187020376736,-25.364357782795377,-10.846774420027046,15.516063391512615,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -900,2011_YA42,134438,60414.06921059392,436518147.2796438,24.73363456250061,136.41393724945948,0.0268880584681152,1.2202457570402525,0.0198292032645009,-452900700.1519845,244292587.11619067,-15240385.456660666,-7.907079470343925,-10.081952587759227,-8.570826345443214,-136785028.74435896,-56593704.30080154,-24536343.30336412,11.612820210737468,-25.386717063025007,-10.84496717045076,15.518612936100132,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -901,2013_CC263,134742,60414.21255493465,323952559.731776,6.62104390470572,187.76035637781607,-0.1933720265816032,-12.43754932456458,0.0620806066792695,-450091146.694157,-99624914.64231256,-94441983.931366,3.048083883507674,-13.797740026237554,-8.2925910821982,-136638607.34134784,-56908188.00384383,-24670587.246622417,12.030120648180285,-25.34465280566572,-10.833629432125925,4.696424528823498,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -902,2013_CC263,134792,60414.23659357864,323966380.2744806,6.686728392393297,187.75560152823465,-0.1929182678285461,-12.436054664797988,0.0622701304789434,-450084814.8214335,-99653571.21808136,-94459206.74859492,3.049274388172504,-13.797476651411872,-8.292341295648637,-136613555.41308334,-56960790.560154766,-24693086.36924124,12.09259203793953,-25.30723044794411,-10.831705452843709,4.703852751099113,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -903,2012_HW1,134869,60414.27197355492,83460511.96924944,-16.685647954893234,228.36314995057583,-0.6358433098536246,-3.1087714241943742,1.104635789904146,-191946608.76110664,-119322216.53191696,-29252396.370728552,14.560450983655343,-6.418793735752952,8.671776972947258,-136576462.20819464,-57038049.929741696,-24726192.713053424,12.174177787658929,-25.23899626527962,-10.828846754191682,16.967947549758936,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -904,2012_HW1,134956,60414.31276956484,83401930.50653832,-16.554252518707848,228.33716055024075,-0.6361628014382206,-3.063669972575012,1.1064314368580177,-191895270.2374187,-119344834.27439018,-29221826.58239261,14.568038040674434,-6.414076247629071,8.672932709134422,-136533412.12905517,-57126849.44930877,-24764356.07628677,12.249252688939166,-25.14452307248713,-10.825501681260551,16.941927696326104,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -905,2012_HW1,135006,60414.33676596238,83367686.30470897,-16.479939309777883,228.321878857148,-0.6356333000804343,-3.0371075508749503,1.1074700399266877,-191865060.69662976,-119358130.14191382,-29203843.69208305,14.572501407427534,-6.411300003438946,8.67361219338271,-136507980.41697037,-57178917.4552542,-24786798.030234657,12.282452391985071,-25.083204502694404,-10.8235062370754,16.92669202462656,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -906,2011_YA42,135321,60415.04253717135,438592815.1451728,24.827814096354317,136.44665604828086,0.0313647243353481,1.2390231585933584,0.0186878838598915,-453564037.4025698,243443971.40520063,-15961040.51694537,-7.870032881892687,-10.101896586985028,-8.569553400114097,-135775592.03029457,-58688810.93693554,-25444885.678035453,12.008808644180489,-25.16564122574967,-10.761033068328288,15.621082940835734,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -907,2011_YA42,135371,60415.06669578998,438644703.0227272,24.89038614838826,136.4474173843591,0.0316671084599537,1.2394741144730244,0.0186461101752595,-453580461.8180448,243422887.4442126,-15978925.809873167,-7.869113256078458,-10.102390414511904,-8.569521076057466,-135750459.35247004,-58741364.13412917,-25467344.57855453,12.07399877201416,-25.18935577454972,-10.759042746964614,15.623677032969796,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -908,2011_YA42,135407,60415.08316049365,438680140.95184886,24.931282813115597,136.44794100841767,0.0319299865364363,1.2397808915970852,0.0186181143692271,-453591654.85511625,243408516.98176053,-15991115.575950596,-7.868486477262393,-10.102726952149755,-8.569499025214142,-135733250.180827,-58777206.42924118,-25482649.17275796,12.120632693242555,-25.20066004711377,-10.757690602745788,15.62544039975089,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -909,2011_YA42,135409,60415.084058829176,438682075.3939537,24.93346240549563,136.44796969525854,0.0319456036007014,1.2397976099813015,0.0186166007700394,-453592265.2968156,243407733.20413232,-15991780.40390624,-7.868452292713488,-10.102745306120411,-8.569497822091309,-135732309.67478165,-58779161.69701631,-25483483.8288557,12.12321745538748,-25.201159152521043,-10.7576169353904,15.625536447519313,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -910,2011_YA42,135457,60415.10733622871,438732277.657469,24.987782523478536,136.44871856419422,0.0323946596597679,1.2402305148418864,0.0185779188475342,-453608088.27200776,243387415.58398715,-16009014.075206997,-7.867566156118101,-10.103221051066896,-8.569466617658822,-135707859.04338464,-58829856.80174591,-25505117.83554151,12.191345416493576,-25.20974798685428,-10.75570930139581,15.628021051968814,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -911,2011_YA42,135459,60415.10823328038,438734214.3177979,24.98978388568682,136.44874763751005,0.0324136154959303,1.2402471785782394,0.0185764512901276,-453608697.9626481,243386632.64082447,-16009678.16035,-7.8675320094040515,-10.103239382472266,-8.569465414563908,-135706914.1012251,-58831810.5838908,-25505951.408843774,12.194005171278564,-25.209909318970904,-10.755635847493911,15.628116582111504,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -912,2012_HW1,135804,60415.276010124406,82043862.7383537,-15.931283922455895,227.7329274439466,-0.6660419230964076,-1.9816969742022923,1.1405454724893167,-190675326.3541248,-119874007.85292484,-28498860.94121717,14.747615116415124,-6.301787453733489,8.70002435653314,-135526665.57536244,-59196404.81595953,-25661764.3571581,12.647780461966592,-25.025381077069497,-10.74176036723114,16.377678979537034,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -913,2012_HW1,135807,60415.27735816619,82042007.48924035,-15.926865771602229,227.73202906566223,-0.6660666700288581,-1.9801594817209336,1.1406006029156428,-190673608.6346641,-119874741.83431248,-28497847.617720164,14.747867016495118,-6.301629088606479,8.700062003194038,-135525192.36588708,-59199319.27885755,-25663015.4132933,12.650487677050968,-25.02240371367618,-10.741646398844424,16.376898315855218,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -914,2012_HW1,135854,60415.29980150492,82011194.52049321,-15.853847253244794,227.71706906695027,-0.6662220325042826,-1.9545507133122344,1.1415143262080552,-190645005.82785,-119886959.25903124,-28480976.041683204,14.752061172931056,-6.298991944466669,8.700688676190426,-135500620.72286826,-59247789.89120932,-25683842.4280974,12.692065039407138,-24.970393055752982,-10.73974001705683,16.36392482699175,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -915,2013_CC263,136620,60416.2172981708,325159598.81920224,7.611538538675296,187.3808885387772,-0.1875694251567226,-12.313659258080484,0.0624713758809127,-449554611.105654,-102012848.02152371,-95876497.3348514,3.1472180561572647,-13.77553583235806,-8.271622787018723,-134507655.20299935,-61202246.93696938,-26531886.009581946,12.972519625093796,-24.925689831555943,-10.657129640866808,5.315405552148003,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -916,2013_CC263,136627,60416.22044980486,325161672.1990133,7.62011430588822,187.38028368843524,-0.1875084916419028,-12.31346237297256,0.0624953321621806,-449553754.2875216,-102016598.2614337,-95878749.19263276,3.147373635025051,-13.775500550854412,-8.271589611485592,-134504122.3667488,-61209032.19660223,-26534787.33791455,12.980692634721194,-24.920747536207116,-10.656858844392508,5.3164086359979335,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -917,2013_CC263,136670,60416.241463356215,325175558.0861311,7.675459135484082,187.37625540652635,-0.1870474377436068,-12.312147463259564,0.0626488170990241,-449548039.0901576,-102041608.3401398,-95893766.5858262,3.148411170355484,-13.775265228169912,-8.271368346603335,-134480506.49585834,-61254246.46825315,-26554134.38966618,13.03286454462856,-24.884472071096205,-10.655046812731175,5.323094289077322,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -918,2013_CC263,136677,60416.24459926067,325177638.83147955,7.683413464752611,187.37565513979985,-0.1869707367635324,-12.311950962193434,0.0626706867745306,-449547186.0278003,-102045340.6534845,-95896007.65456948,3.148566002887653,-13.775230105502736,-8.271335323789518,-134476974.22963846,-61260988.1313018,-26557021.34222202,13.040274536495158,-24.878584842319952,-10.654775421766844,5.324091360063367,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -919,2012_HW1,136737,60416.27172030907,80702882.3111272,-15.177221274679134,227.07888653862724,-0.6961542321445914,-0.8286857688447329,1.1754667823913338,-189398515.5613699,-120411115.6802378,-27749174.34248464,14.934139689199917,-6.1838648311567885,8.727626108943351,-134446346.18792698,-61319221.44317959,-26581985.432148352,13.099759981282062,-24.823006481447933,-10.652416544639404,15.860832238722162,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -920,2012_HW1,136787,60416.29412837036,80673569.29949215,-15.103627271154425,227.0632826954761,-0.6963259379418951,-0.8023366189952907,1.1762947539069657,-189369596.76705465,-120423085.9747221,-27732275.761671863,14.938347931125344,-6.181189097209511,8.728242481562244,-134420942.38783532,-61367230.9366926,-26602607.155259665,13.142039000291184,-24.77150942085808,-10.650450053825184,15.849628054593694,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -921,2012_HW1,136799,60416.29960676969,80666424.83724971,-15.085856891737516,227.0594679258388,-0.6962938455150643,-0.7958923250239989,1.1764960417923438,-189362525.8594626,-120426011.51917309,-27728144.448082097,14.93937677551772,-6.18053482262403,8.728393131486943,-134414720.0525702,-61378952.14704574,-26607647.890225098,13.151345840039724,-24.7582657142236,-10.649966699740675,15.846897859870714,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -922,2012_HW1,136800,60416.30005570042,80665839.61953467,-15.084405452300109,227.05915526067756,-0.6962899395733487,-0.7953640746880394,1.1765125196359918,-189361946.27653268,-120426251.29537338,-27727805.82507623,14.939461105177386,-6.18048119294667,8.72840547882482,-134414209.85015744,-61379912.5878952,-26608061.03993624,13.152090083953736,-24.75716988245346,-10.649927034888483,15.846674247092862,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -923,2012_HW1,136801,60416.30050347125,80665255.76101102,-15.082958056191924,227.05884329355035,-0.6962858503435585,-0.7948369932188296,1.1765289576532378,-189361367.9808853,-120426490.5355962,-27727467.955596555,14.939545247250177,-6.180427682295672,8.728417798584037,-134413700.7550772,-61380870.84775922,-26608473.268164817,13.152829843740593,-24.75607496974482,-10.649887451192155,15.846451157594853,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -924,2013_GD138,136817,60416.30793929757,5775842239.194825,-14.15583074872658,232.6357061202368,-0.0178325221088419,-18.734253558654647,0.0040208135783278,-3453938675.5121603,-4408778499.173897,-1881695768.347068,3.849244658947799,-2.6534129617230806,-1.6598528167485525,-134405246.59855136,-61396770.00711767,-26615315.294152185,13.164692328443287,-24.737686749996858,-10.649229378326512,0.6937038326973882,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -925,2012_HW1,136849,60416.3225934024,80636535.60546482,-15.012780302605863,227.04346488485723,-0.6958496611537915,-0.7688385457741934,1.177335470994756,-189332849.3315237,-120438284.42629382,-27710807.69137488,14.943694358554264,-6.177788695721582,8.729025155932778,-134388565.0629985,-61428067.05117493,-26628797.5194713,13.18571880256935,-24.700374689621007,-10.647926575233871,15.835484158300345,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -926,2012_HW1,136850,60416.32304107559,80635954.51838902,-15.011384904491049,227.0431531190758,-0.6958361332983192,-0.7683110956589165,1.1773517438493657,-189332270.87214908,-120438523.5622346,-27710469.797989007,14.94377851005259,-6.17773516550353,8.72903747140929,-134388054.66908878,-61429023.11138129,-26629209.670261733,13.186311473885084,-24.699213873913244,-10.647886619279356,15.835262444992429,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -927,2012_HW1,136851,60416.32348760871,80635376.07970336,-15.009996981855677,227.042842751542,-0.6958224842825432,-0.7677859935569902,1.1773679406442843,-189331694.992569,-120438761.62828869,-27710133.41294568,14.943862285970608,-6.177681873930552,8.729049731808221,-134387546.53154245,-61429974.85778154,-26629619.979113832,13.186898505563184,-24.69805715296433,-10.647846834175644,15.835041750856051,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -928,2013_GD138,136867,60416.330791623215,5775814352.364286,-14.092789062764522,232.63527590792413,-0.0178235266528867,-18.734161485002986,0.0040373354857308,-3453931075.1511254,-4408783738.348987,-1881699045.734326,3.849248746183669,-2.653407659645055,-1.6598505434825626,-134379221.79224527,-61445554.94303023,-26636339.26333226,13.19608464457804,-24.678966672209363,-10.647194205114603,0.6931918158919105,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -929,2013_GD138,136898,60416.34479453358,5775797324.805538,-14.055432585404835,232.6350124245565,-0.0178146790932448,-18.73410488157024,0.0040470804423878,-3453926417.8814974,-4408786948.747901,-1881701054.013425,3.849251250706159,-2.653404410704298,-1.6598491504980215,-134363246.81156263,-61475390.550569646,-26649220.10936246,13.211410439393644,-24.64169494829685,-10.64593722980922,0.6928781515639529,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -930,2013_GD138,136900,60416.34572019685,5775796200.379286,-14.053004113441869,232.63499500560405,-0.0178140073251978,-18.73410113368073,0.0040477124489544,-3453926109.902259,-4408787161.047232,-1881701186.818228,3.8492514163267058,-2.65340419585633,-1.6598490583818462,-134362189.77775508,-61477361.94438874,-26650071.849199887,13.212316661670188,-24.639204050539742,-10.64585383671657,0.6928574127107566,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -931,2013_GD138,136906,60416.348420988725,5775792922.921019,-14.04595539868614,232.63494421982327,-0.0178119882371939,-18.73409020237869,0.0040495457137135,-3453925211.9066205,-4408787780.062421,-1881701574.0459893,3.849251899237389,-2.653403569409968,-1.6598487897926248,-134359107.30694968,-61483108.92953008,-26652555.28566881,13.214882389666284,-24.63192546235885,-10.645610488399871,0.6927969457969336,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -932,2013_GD138,136943,60416.36677328969,5775770687.506631,-13.999430415929847,232.6345991770582,-0.017795937713719,-18.734015769336924,0.0040615967084336,-3453919107.862198,-4408791987.756452,-1881704206.1888504,3.849255181770941,-2.6533993112055807,-1.659846964084288,-134338140.36255822,-61522128.23961404,-26669434.70572935,13.229275318923,-24.58197016606244,-10.643948651432495,0.6923860530846068,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -933,2013_GD138,136945,60416.36768526757,5775769584.485415,-13.99718692487357,232.63458203962003,-0.0177950371100122,-18.734012064894973,0.0040621753356333,-3453918804.538861,-4408792196.845715,-1881704336.98566,3.8492553448868456,-2.653399099606456,-1.659846873360964,-134337097.9147344,-61524065.12270402,-26670273.41194752,13.229851103205537,-24.5794723739926,-10.643865718774268,0.6923656414199093,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -934,2013_GD138,136951,60416.370374999016,5775766333.2932415,-13.990612655415772,232.6345315156251,-0.0177923265526284,-18.73400113942475,0.0040638694233485,-3453917910.2010818,-4408792813.33762,-1881704722.6352024,3.8492558258279232,-2.653398475714372,-1.6598466058666246,-134334024.03851682,-61529774.805209726,-26672746.268362973,13.231471600383598,-24.57210278352957,-10.6436209997536,0.6923054623648899,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -935,2013_GD138,136987,60416.38665436151,5775746681.542197,-13.952183801879126,232.63422580350365,-0.0177742079284457,-18.733934898466597,0.0040737209600081,-3453912495.613585,-4408796545.758633,-1881707057.470128,3.8492587375819474,-2.6533946984923755,-1.659844986378311,-134315407.0937734,-61564306.31040797,-26687716.45546838,13.23881751441314,-24.52743034684701,-10.642133163246418,0.6919412596617155,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -936,2013_GD138,137009,60416.39785802193,5775733187.670103,-13.927222529801613,232.6340156026548,-0.0177601178724878,-18.733889220615403,0.004080063340972,-3453908769.257885,-4408799114.431266,-1881708664.3169496,3.849260741464135,-2.6533920989892987,-1.6598438718376554,-134302590.15993118,-61588034.64553397,-26698017.814698093,13.241417260656494,-24.49678758552262,-10.641103006831251,0.6916907689336834,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -937,2012_HW1,137692,60417.27099786245,79423405.04080701,-14.385070542756996,226.39285062631728,-0.7263132013043728,0.363021445353582,1.209596599694807,-188100960.30013344,-120939863.39385132,-26994434.69156888,15.122263792277916,-6.063588694584171,8.754904544474753,-133322951.02240548,-63431657.53969046,-27497651.623616125,13.554398788368005,-24.60609536118502,-10.559886529666176,15.429673378128332,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -938,2012_HW1,137693,60417.27144610204,79422847.01006298,-14.383576800162388,226.39252450374445,-0.7263195947174742,0.363564557440219,1.2096113074013646,-188100373.6233661,-120940098.63249542,-26994095.040835407,15.122348533450635,-6.063534210268971,8.754916704682584,-133322425.18114585,-63432612.07920961,-27498061.27877661,13.555296442839266,-24.605097634895863,-10.55984598137936,15.429492567428667,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -939,2012_HW1,137742,60417.294844346674,79393847.0355028,-14.306411362945694,226.37552799035524,-0.7263764340086893,0.3918759823908532,1.2103743695909,-188069796.54955477,-120952354.31263232,-26976394.7264863,15.12676477701352,-6.060694405717004,8.755550268460508,-133294977.14980356,-63482299.1123395,-27519406.78598269,13.598419168117712,-24.55055869460099,-10.557723673913344,15.420106718804067,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -940,2012_HW1,137743,60417.29529102038,79393294.52766098,-14.304954389490366,226.37520329346555,-0.7263722870059918,0.3924170228708798,1.2103888847794757,-188069212.3123896,-120952588.3915916,-26976056.563836757,15.126849150851577,-6.060640142987356,8.755562369868294,-133294451.95355594,-63483247.25338639,-27519814.53285036,13.599170779633402,-24.549471759369204,-10.557682945904894,15.419928143937454,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -941,2011_YA42,139248,60419.98771588434,449316694.2258336,25.395043031080967,136.68095154244003,0.0541974887859279,1.3166947874315356,0.0126486274589396,-456886102.7320096,239106738.3891796,-19620672.487098344,-7.6816599115655295,-10.201792154274886,-8.562203623504985,-130074433.4509951,-69070200.09027542,-29945357.529181525,14.14592194814296,-24.021907336038428,-10.292768215705138,16.07597066830387,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -942,2011_YA42,139298,60420.01143748021,449368808.1395932,25.45790940792622,136.6822387024801,0.0543106935448516,1.3169943181301276,0.0126048111566082,-456901844.6544926,239085830.28186527,-19638219.88631496,-7.680755710087135,-10.2022655922639,-8.562164831390598,-130045385.49061573,-69119472.1923589,-29966451.02351277,14.200364473433492,-24.057168985974773,-10.290461883791684,16.077994588654192,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -943,2011_YA42,140258,60421.007674984525,451562224.5556527,25.570452150192185,136.74297668624922,0.0587594146826686,1.3289426798307336,0.0113510461376098,-457561274.366533,238206892.05635068,-20375073.504652333,-7.642777839413778,-10.222098711207108,-8.560505385439301,-128782846.11233708,-71152944.5228515,-30847860.7191206,14.631112675124278,-23.819311603405307,-10.18795973419054,16.15647037601598,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -944,2011_YA42,140261,60421.009018017445,451565194.059663,25.57399742849192,136.74305568616248,0.0587684130146279,1.3289579339614124,0.0113485533382406,-457562161.7795367,238205705.1497017,-20376067.47925736,-7.642726598186671,-10.222125402259524,-8.560503106749332,-128781146.93611386,-71155710.56439269,-30849043.753522884,14.634354102954315,-23.82111604801492,-10.187825857071218,16.156579098676097,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -945,2011_YA42,143141,60424.001591439584,458210060.0698382,25.88450043970176,136.9516677864775,0.0718077811728558,1.3572690093971966,0.0075302729944422,-459523330.8087922,235555271.588807,-22588587.996068463,-7.528592185654508,-10.28112022197706,-8.555163150819203,-124767384.29884884,-77138057.92790887,-33442025.29432839,15.907692558506207,-23.07606395680041,-9.864357771287656,16.366664335825217,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -946,2011_YA42,143191,60424.02574433077,458264142.237227,25.94710418836588,136.95340498645933,0.0720180031538213,1.3574503408051586,0.0074850411551609,-459539039.3015758,235533818.11332884,-22606439.48326125,-7.527670694261352,-10.281592827057889,-8.555117893017389,-124734125.13878796,-77186243.80143145,-33462607.725241806,15.968628945243,-23.103813379494657,-9.861771872131674,16.368305939523502,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -947,2011_YA42,144109,60424.99326218407,460428832.9852142,25.960722550418943,137.02930023887848,0.0760087565642764,1.3641178089215662,0.006254111332591,-460166706.95022655,234673627.62875476,-23321453.830825157,-7.490753700600925,-10.300477838457086,-8.55327662697586,-123365316.93462,-79076894.44542256,-34282467.7375182,16.308766346500096,-22.80791062046705,-9.752088043781084,16.427912527822084,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -948,2011_YA42,144113,60424.99505332125,460432850.595858,25.965411237642726,137.0294364182652,0.0760190297874719,1.3641290069998888,0.0062507230857803,-460167865.9818274,234672033.843653,-23322777.27035417,-7.490685355361869,-10.300512712837476,-8.55327316733329,-123362792.95052923,-79080423.98486818,-34283976.78370898,16.312992890275666,-22.81034437844521,-9.751891163894244,16.4280269843667,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -949,2011_YA42,144159,60425.01708353482,460482327.8775313,26.02265200406555,137.03111332599482,0.0761901254744185,1.364266252594246,0.006209219815728,-460182121.6578654,234652429.22345367,-23339056.04931088,-7.489844680100992,-10.300941655888948,-8.553230596908408,-123331691.7660284,-79123867.32104613,-34302536.15432029,16.367503761493445,-22.836937321836437,-9.749474860961024,16.42943299149188,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -950,2011_YA42,144163,60425.018873837085,460486352.8153046,26.02724975721272,137.03124976055923,0.0762076357721421,1.3642773640934027,0.0062058659172531,-460183279.9013588,234650836.25705737,-23340378.7423312,-7.489776372697135,-10.300976506651546,-8.553227136684663,-123329160.07699654,-79127399.33558072,-34304043.95366609,16.37212299864346,-22.838815804321836,-9.74927893338565,16.429547052978926,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -951,2013_CC263,144194,60425.03295690962,332386353.65585804,11.25320660985218,185.87575643008185,-0.1555696354551497,-11.774105076870592,0.0588479954017404,-446992523.6466606,-112466196.48390676,-102140547.7586445,3.5795342637840992,-13.672186122836186,-8.176157541575254,-123309216.4580618,-79155197.27772196,-34315905.65878658,16.409341342896386,-22.852039973220684,-9.747739290491982,8.094596306826062,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -952,2013_CC263,144244,60425.05683341128,332409632.9117154,11.316092429805057,185.87195797572548,-0.1558851748845546,-11.772698184720069,0.0589990932135809,-446985138.244181,-112494400.46792573,-102157414.03996933,3.580697079393333,-13.671893690554713,-8.175891846096539,-123275296.81161144,-79202358.21755354,-34336012.292427726,16.475454367270743,-22.86788796169064,-9.745135091334358,8.102117885667008,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -953,2013_CC263,144599,60425.22085174052,332573291.8738085,11.773544873964797,185.8458682279984,-0.1545283410856836,-11.76292783162667,0.0601127318362879,-446934341.0009331,-112688125.28433926,-102273258.46973193,3.588683593928896,-13.669883077959122,-8.174065677353576,-123038484.34418774,-79525991.88471769,-34473985.48867294,16.93130670219157,-22.738992592229845,-9.727220184508022,8.15381870326713,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -954,2013_CC263,144649,60425.24329763647,332596176.1737323,11.825728270735835,185.84233245383484,-0.1538881730481142,-11.761577173921117,0.0602318841226938,-446927380.5584629,-112714634.447615,-102289109.84975792,3.589776391956838,-13.669607678049449,-8.173815624797138,-123005600.72648633,-79570045.82087462,-34492847.41120635,16.979999555019994,-22.692093253635186,-9.72473214194656,8.160865082367383,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -955,2012_HW1,144702,60425.26834969732,71820277.05600017,-7.250242291761596,219.8254282700786,-0.9481093352830892,10.948454098532764,1.408011193033268,-177122762.3259496,-124779217.47960016,-20873369.81065154,16.663656203025,-5.025750274399366,8.956564424030235,-122968795.26433824,-79619100.54761185,-34513893.50219933,17.027032931469403,-22.633703785776586,-9.72193676607452,17.093246403337236,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -956,2010_TU149,145039,60425.42613609499,274640909.9225628,-4.694540638127919,324.34540773742293,0.1693173327323318,-15.781891975449843,0.0413513076457168,92010446.4263781,-233977605.27287817,-109342079.80808397,19.41950652922673,-12.306051009638177,-6.219339538207742,-122735678.3558944,-79924779.97357702,-34646308.09781296,17.107786254043475,-22.20831797271074,-9.703789523949922,31.83378685323997,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -957,2011_YA42,145056,60425.97052147654,462622768.426033,25.993536393518287,137.10990822498462,0.0801147570814727,1.369622515203894,0.0049989694802918,-460797560.9482327,233803178.406684,-24043508.156268656,-7.4534572674189725,-10.319460847273588,-8.55136079254387,-121948918.97412404,-80965230.87236731,-35101185.05537021,16.673672943746695,-22.51169509688953,-9.63895636680866,16.484216399145875,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -958,2011_YA42,145077,60425.98152509183,462647495.4759855,26.02229152431801,137.11079022293174,0.0801478559498755,1.3696774086776646,0.0049780362349283,-460804646.4763291,233793367.97531745,-24051637.608810145,-7.453037263586573,-10.319674070415658,-8.551338900058274,-121933055.2144319,-80986641.8977839,-35110348.660370976,16.697754178856073,-22.52857181995555,-9.637715037483064,16.4848747812297,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -959,2013_CC263,145408,60426.1381806978,333502617.6766912,11.985033459337854,185.70785446913237,-0.1517841307347233,-11.708756771552425,0.0589523497935441,-446648154.106902,-113771072.6201614,-102920681.21138544,3.6333125038133263,-13.658579730721112,-8.163819023799991,-121704240.89286026,-81292368.46567523,-35240676.49214851,17.129634699392987,-22.585600192924115,-9.62022642851647,8.435997650231666,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -960,2011_YA42,145523,60426.96383596944,464859783.7508922,26.062811155262843,137.19582894966268,0.0842385270919647,1.3739452584011336,0.0037072069999551,-461435551.6090894,232916790.8021115,-24777256.409602623,-7.415540345468681,-10.338660940427989,-8.549355922997316,-120475094.86292943,-82862162.78369942,-35923464.58218682,17.070419725112536,-22.23296921577849,-9.521561632526682,16.53749331120438,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -961,2011_YA42,145544,60426.97466688626,464884186.6196584,26.09101084789796,137.19674171272652,0.0842627301554163,1.3739852992587638,0.003686543682906,-461442490.2637993,232907116.64413664,-24785256.17676481,-7.415126860699418,-10.338869770214364,-8.549333742811335,-120459109.66685458,-82882976.43060438,-35932374.25934138,17.093567293268812,-22.25000140321331,-9.52031138767487,16.53809704680087,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -962,2011_YA42,145612,60427.00534517539,464953451.56804407,26.170830073981143,137.19932985385287,0.0844392832436526,1.374097502584169,0.0036282012139002,-461462142.02221936,232879713.365184,-24807915.541768968,-7.413955653096205,-10.33946122258099,-8.549270879701911,-120413706.45565829,-82942010.32298246,-35957604.74255682,17.165989218794035,-22.29075609989668,-9.516784841226915,16.539804335549984,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -963,2013_CC263,146851,60428.13690466541,335636356.8207693,12.837037174739304,185.41890386932548,-0.1430835738805724,-11.592683370636058,0.0575053590178168,-446012363.50881976,-116127522.90562822,-104328490.37900037,3.730325174841831,-13.633609918736456,-8.141298919864228,-118692086.73771898,-85077684.31727546,-36881415.1418487,17.94530448596587,-22.02924937826315,-9.380660632022746,9.043148428621205,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -964,2013_CC263,146901,60428.1609009993,335663042.0064504,12.904862578943735,185.4154025654108,-0.1427661724486088,-11.591301566900505,0.057663041635058,-446004628.7234113,-116155787.31894755,-104345368.35562062,3.731487978198523,-13.633307303333044,-8.141026939335712,-118654811.5778218,-85123330.51253462,-36900860.73393761,18.012311749870335,-22.002678224981867,-9.377858250592269,9.05049691780116,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -965,2013_GD138,147029,60428.22229249828,5764054592.296863,-8.644292737128902,232.4021560888364,-0.0198246256285661,-18.683446376149934,0.0044811963483693,-3449975014.818738,-4411508605.469162,-1883403876.668949,3.851373631431672,-2.650651228472793,-1.6586684697054177,-118558851.29666647,-85239782.62491931,-36950584.30319736,18.164322378711727,-21.897900257495,-9.37063752522132,0.4175631224942787,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -966,2013_GD138,147030,60428.22278337052,5764054225.615316,-8.642882205240708,232.4021458134082,-0.0198248148732761,-18.683444175793664,0.0044815538569687,-3449974851.429418,-4411508717.919457,-1883403947.0357144,3.851373719105642,-2.65065111477649,-1.6586684209395814,-118558080.69950116,-85240711.56507246,-36950981.82709647,18.165388768492637,-21.89687221945869,-9.37057939214778,0.417551117545578,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -967,2013_GD138,147079,60428.2465426107,5764036554.020151,-8.574325513364322,232.4016485121612,-0.0198300304520704,-18.68333749227982,0.0044989331732096,-3449966945.183753,-4411514159.26786,-1883407352.0087008,3.8513779615546433,-2.6506456131412643,-1.65866606121544,-118520740.58646213,-85285607.77695341,-36970214.64937555,18.21354744094204,-21.84407625625633,-9.367757667789196,0.4169700850812716,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -968,2013_GD138,147080,60428.24704757117,5764036179.937462,-8.572866710708594,232.40163794092376,-0.019830057291564,-18.683335220225715,0.0044993028662503,-3449966777.135647,-4411514274.924121,-1883407424.3816764,3.851378051728213,-2.6506454962037345,-1.6586660110593736,-118519945.8724608,-85286560.8516747,-36970623.38197474,18.214494567417105,-21.84289309362744,-9.367697498375923,0.4169577331902465,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -969,2013_GD138,147187,60428.298346356256,5763998508.0409975,-8.427496390759126,232.40056434551505,-0.0198147836012502,-18.683103459350896,0.004535996145235,-3449949706.4228706,-4411526023.512158,-1883414776.1746063,3.851387211736036,-2.650633617490423,-1.658660916118042,-118439028.7162767,-85383091.09292886,-37012129.592626624,18.292278974348484,-21.71228935900749,-9.361538988547776,0.415703016245075,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -970,2013_GD138,147188,60428.29879471364,5763998181.860157,-8.426270256443328,232.40055497475925,-0.0198144965918906,-18.68310142715505,0.0045363035963767,-3449949557.342202,-4411526126.113691,-1883414840.3785565,3.851387291731263,-2.650633513752743,-1.6586608716235194,-118438320.66326416,-85383931.49166086,-37012491.95066156,18.292788545336897,-21.71107608027266,-9.36148477925998,0.4156920614687738,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -971,2013_GD138,147237,60428.3221533553,5763981239.242318,-8.364008709193497,232.40006659525704,-0.0197960329845952,-18.68299528019051,0.0045518394369273,-3449941784.182238,-4411531475.813731,-1883418188.0087264,3.851391462726347,-2.6506281048193374,-1.6586585516567691,-118401377.9387533,-85427684.55621794,-37031382.60424304,18.315053354393104,-21.64672928825749,-9.358647475204624,0.4151210308659278,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -972,2013_GD138,147238,60428.32260231323,5763980914.795208,-8.362847767761346,232.40005721251407,-0.0197956124000175,-18.682993236350256,0.0045521274636919,-3449941634.768742,-4411531578.643998,-1883418252.3558517,3.8513915428999193,-2.65062800085062,-1.6586585070631297,-118400667.4253265,-85428524.28632583,-37031745.65874835,18.31539762429669,-21.645475802536943,-9.35859272738491,0.4151100582596927,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -973,2013_GD138,147290,60428.34592640912,5763964121.343409,-8.30476144275808,232.39957011254063,-0.0197705410262708,-18.68288689308262,0.0045664344361789,-3449933873.248595,-4411536920.316203,-1883421594.9647076,3.851395707636451,-2.6506226000458586,-1.6586561905817303,-118363743.31727338,-85472078.17383672,-37050602.16201054,18.32887599696421,-21.57993198977273,-9.35573770856102,0.4145403076244152,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -974,2013_GD138,147298,60428.34951641579,5763961546.732659,-8.29624270587834,232.39949519653575,-0.0197661415351441,-18.68287049584326,0.0045685122660609,-3449932678.604865,-4411537742.498405,-1883422109.4542568,3.851396348666519,-2.6506217687631004,-1.658655834032722,-118358057.9324853,-85478770.18115015,-37053504.01875973,18.330179987818223,-21.5698129286395,-9.355296332275982,0.4144526590478921,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -975,2013_GD138,147340,60428.36963296673,5763947167.719099,-8.250871450367754,232.39907574429375,-0.0197390208771864,-18.68277848349475,0.0045794602998434,-3449925984.603426,-4411542349.461956,-1883424992.3132725,3.851399940573928,-2.650617110811192,-1.6586538361703551,-118326195.6895128,-85516209.8388015,-37069761.57813674,18.333686642228137,-21.513336776266005,-9.352813590567148,0.4139618061466357,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -976,2013_GD138,147348,60428.37321399082,5763944616.09912,-8.243241966826073,232.39900113690055,-0.0197337761843931,-18.682762081180705,0.0045812777597535,-3449924792.953473,-4411543169.581169,-1883425505.5122187,3.851400579995628,-2.65061628161608,-1.658653480516595,-118320523.27844876,-85522864.4868233,-37072655.25509627,18.333638080669456,-21.503361624450186,-9.352369924657111,0.4138744782216,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -977,2011_YA42,147549,60429.00528451118,469477561.5644401,26.326590551822672,137.38481004273513,0.0925830625874655,1.378776387560302,0.001000681136048,-462736525.9916417,231089945.654407,-26284694.48275179,-7.337590291800336,-10.377821283457912,-8.545053979170715,-117339751.46463165,-86687709.18640064,-37581200.2569724,17.97498050284635,-21.733698266508675,-9.272648241261846,16.634663751941705,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -978,2013_CC263,147737,60429.09324107702,336708082.0994518,13.13045677507898,185.2872686891644,-0.1388543439148923,-11.53825529940226,0.0563977972056979,-445702235.8290355,-117253485.8104203,-105000707.96748354,3.776632608260867,-13.62149750676468,-8.13042988155541,-117202236.6882613,-86853082.69677296,-37651627.75007989,18.22119360398565,-21.768946111858376,-9.262169686601617,9.32874593032974,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -979,2012_HW1,147909,60429.17713938804,69953615.2247293,-3.706707467020592,215.94798286769225,-1.0289920691494103,16.51465896586678,1.4281681144148108,-171364056.86748067,-126382860.83714904,-17833671.12070091,17.442117193528826,-4.464583822995793,9.04296366175421,-117069282.31125198,-87010660.85582653,-37718731.02829298,18.457181907035977,-21.69018933315689,-9.252162878352086,21.307146988599364,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -980,2012_HW1,147959,60429.2009435903,69946074.51132277,-3.626004852359194,215.92242489131428,-1.0295018857637843,16.548639511023982,1.426857401104732,-171328178.89518368,-126392039.46894053,-17815072.02809638,17.44691212391723,-4.461047057450158,9.043462348346146,-117031260.45952114,-87055229.43526769,-37737756.69430696,18.516231540505675,-21.649185573879336,-9.24930245888009,21.33740269343276,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -981,2012_HW1,147965,60429.203628203664,69945234.36784232,-3.616907076127298,215.91954117819077,-1.0295188007117289,16.55247042408221,1.4267089195939318,-171324131.3787747,-126393074.32679878,-17812974.057525314,17.44745301583154,-4.460648030165344,9.043518576545129,-117026964.25469288,-87060251.11242364,-37739902.3471196,18.52255656614352,-21.644102496013492,-9.248978949749608,21.3408164584725,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -982,2012_HW1,148015,60429.227456929824,69937870.64187734,-3.536730652323688,215.8939482580617,-1.029310427605456,16.586450376727726,1.4253963746545044,-171288206.25332135,-126402254.10168488,-17794355.07591365,17.45225352828921,-4.45710603537635,9.04401737975432,-116988775.77294888,-87104761.5170658,-37758940.62104759,18.575295170281287,-21.59526135715816,-9.24609930826694,21.371120869434183,1.0607726,0.6615131,49.57978,207.81039,163.70136,63.97462,60200,KEP,19.99,0.15,2.13,0.65,-0.19,0.14,-0.14 -983,2011_YA42,148586,60430.03784512133,471822885.447513,26.47663097593975,137.48671583563944,0.0969695667573284,1.3791295704552269,-0.0003834680490323,-463389320.0825338,230163310.15328625,-27046859.08655314,-7.2981517355989345,-10.397475320339227,-8.542785370933334,-115699660.88354178,-88583895.12845986,-38402705.29817772,18.45963914145563,-21.47129770715129,-9.14273666695647,16.677512633663245,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -984,2011_YA42,148636,60430.06200494033,471878210.1985415,26.53218936035149,137.4890637967488,0.097364194443389,1.3791197700594382,-0.0004276639936151,-463404551.4811859,230141608.55383104,-27064689.13037933,-7.297228895810076,-10.39793393826197,-8.54273154841806,-115661058.25619838,-88628723.38723421,-38421786.20863917,18.52818625336012,-21.479771406763284,-9.139798004367863,16.67854819470232,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -985,2013_GD138,151071,60432.30122265835,5761379499.112178,-6.414139907188971,232.3172152300168,-0.0202517650137305,-18.664865322506596,0.0046597295328356,-3448617552.6629224,-4412442604.129472,-1883988367.3356009,3.8521018643888425,-2.649707060733994,-1.6582634882446137,-111974753.22192974,-92649421.69944724,-40162067.826953016,19.851631969661565,-20.49330204474078,-8.848946866332621,0.3181532871427032,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -986,2013_GD138,151072,60432.30167044494,5761379250.862301,-6.4129463094371575,232.31720565366544,-0.0202513859302794,-18.66486323488354,0.0046600227034996,-3448617403.5557494,-4412442706.694341,-1883988431.523668,3.8521019443623614,-2.649706957072417,-1.658263443779561,-111973984.81353116,-92650214.91306494,-40162410.3435241,19.852036891094457,-20.492053197917425,-8.848887702869005,0.3181421302273092,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -987,2013_GD138,151121,60432.32521792313,5761366266.440908,-6.3522479542628085,232.3167025988779,-0.0202280554416428,-18.66475332856758,0.004674830160644,-3448609566.433714,-4412448097.528972,-1883991805.265308,3.852106147792042,-2.649701508600795,-1.6582611066877635,-111933578.01490314,-92691837.8924032,-40180409.88797688,19.86886673707631,-20.425695794888256,-8.845766832081852,0.3175559389439658,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -988,2013_GD138,151122,60432.32566318513,5761366021.682352,-6.351140460999962,232.31669307646584,-0.0202275509243794,-18.66475124353291,0.0046750981858904,-3448609417.9919147,-4412448199.63583,-1883991869.1667805,3.8521062274085054,-2.6497014054023627,-1.6582610624213583,-111932812.37529568,-92692624.9601798,-40180750.75325449,19.869100588344686,-20.42442968208229,-8.8457075060874,0.3175448406751788,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -989,2013_CC263,152651,60434.12079433678,342863792.09060246,15.218074459811588,184.66483536470383,-0.1150514135163686,-11.26644590678041,0.0515609751741552,-444009132.30854696,-123156017.69899176,-108519677.25740902,4.01888781171458,-13.556077270779008,-8.072300666792845,-108866439.17792375,-95809342.58709145,-41533749.42010165,20.23756065543689,-20.22697022965601,-8.601012247451933,10.773916956171307,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -990,2013_CC263,152701,60434.14390387332,342894241.5072641,15.282451069179594,184.66212796776844,-0.1147291013050902,-11.265252816864674,0.0516955976566183,-444001107.4286012,-123183082.31693314,-108535793.46426156,4.019996694958671,-13.55576983833794,-8.072029662694579,-108825968.32536256,-95849703.12469538,-41550919.29180431,20.301390372788624,-20.20059608654183,-8.59794492266269,10.78044315287508,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -991,2013_GD138,153011,60434.28598252651,5760336682.8907175,-5.437476563774022,232.27525324824597,-0.0204398366798457,-18.655666638672827,0.0046997266199606,-3447956937.849456,-4412896954.422458,-1884272720.6654384,3.852456152320408,-2.6492478955504923,-1.658066529100465,-108574784.31761026,-96096005.28708264,-41656347.54992438,20.5830251865204,-19.89331491188808,-8.578798748181075,0.269165687709996,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -992,2013_GD138,153061,60434.30917766542,5760325848.264874,-5.375874379609491,232.274753091556,-0.020419387245353,-18.655557452542748,0.0047147225850093,-3447949217.198702,-4412902263.733097,-1884276043.568108,3.852460292544637,-2.6492425304894747,-1.6580642277232929,-108533513.38627157,-96135807.5845258,-41673536.68012351,20.60313925274527,-19.82830161676133,-8.575607461081175,0.2685838108818509,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -993,2011_YA42,153314,60434.961279356925,483071023.38742536,26.547016693005546,138.0303701286461,0.1155120697720232,1.3612661922216325,-0.0069514563982698,-466453560.1425259,225721060.7104576,-30678076.870472956,-7.110003980226774,-10.48977863583374,-8.531117764097784,-107391907.89799564,-97235043.02263074,-42154077.286351465,20.17287108797835,-19.866947687164966,-8.482872814468397,16.823963848229553,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -994,2011_YA42,153335,60434.97207364862,483095794.2412628,26.574674940803963,138.03161757328365,0.1155625443106464,1.3611910458934655,-0.0069722576331041,-466460190.16470826,225711278.70026973,-30686032.286826883,-7.109591325120103,-10.489978443258968,-8.53109064757099,-107373083.13081352,-97253577.62627052,-42161987.74168833,20.19776404045281,-19.88098372628309,-8.4814029562133,16.82422677119463,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -995,2013_CC263,153474,60435.03792261089,344078074.60213894,15.366425662540228,184.5651717589112,-0.1103066726956262,-11.21983934554402,0.0498889419827967,-443688949.8602314,-124229659.7982444,-109158865.71273176,4.062863364864523,-13.54382915208773,-8.061518680983333,-107257694.05638096,-97366863.1162934,-42210216.028190725,20.37043670139176,-19.93236541565276,-8.472479478904235,11.025539669400716,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -996,2013_CC263,153524,60435.06226375861,344110462.0239193,15.43406527520347,184.56243298203637,-0.1104049453474125,-11.218623315101004,0.0500283648975025,-443680404.61871743,-124258141.5089856,-109175818.41668944,4.06402958016489,-13.54350276793144,-8.06123177846564,-107214780.92203031,-97408786.43709634,-42228030.7240544,20.43996877046527,-19.934912422357243,-8.46919198515176,11.032309866086516,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -997,2011_YA42,155374,60437.00033593003,487753044.008616,26.70953153542092,138.28181242938282,0.1231373150120359,1.3442727301859458,-0.0097571231466579,-467699183.4534972,223869880.8671719,-32180450.313710418,-7.032039049023156,-10.527325649875516,-8.525876655753938,-103727352.31874555,-100624502.55833384,-43623055.1477311,20.990617905199137,-19.25485317768496,-8.190627954527837,16.858086743737296,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -998,2011_YA42,155419,60437.02182219911,487802678.2172709,26.761101468065306,138.2844617321682,0.1234023995723586,1.3440626438145484,-0.0097975071510609,-467712236.3458612,223850338.5102049,-32196276.94151079,-7.031217354712806,-10.527719192853397,-8.525820158784924,-103688330.32373756,-100660261.9154148,-43638258.05241225,21.04860265471876,-19.26789917304368,-8.187605541308553,16.858441755336383,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -999,2011_YA42,155467,60437.043335817856,487852465.7836808,26.80976935715749,138.28712069077844,0.1237361690157199,1.343851441843272,-0.0098371719324461,-467725303.50194526,223830771.7784454,-32212122.611782268,-7.03039466381099,-10.528113167764484,-8.525763567025416,-103649151.00733228,-100696082.3344195,-43653473.73583682,21.10893408469767,-19.27394441054027,-8.184583899104485,16.858790857502086,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -1000,2011_YA42,155469,60437.04556949854,487857641.04414505,26.814617121490283,138.28739723623897,0.1237745709374231,1.3438294610538506,-0.009841239205549,-467726660.3625656,223828739.845047,-32213768.086565856,-7.030309231997639,-10.5281540772364,-8.525757688783766,-103645075.99780127,-100699802.56728542,-43655053.47448603,21.11529105265463,-19.27415880037353,-8.18427028243378,16.858826690837425,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -1001,2013_CC263,156544,60438.08455396744,348302400.66654307,16.60305362078666,184.26302823381965,-0.0952086944411423,-11.072721419650192,0.0462718128315125,-442600365.843962,-127789173.95187612,-111276024.86234248,4.208462414027567,-13.502451615226043,-8.02531117360924,-101727594.99714158,-102380012.47423084,-44382894.28609348,21.578698005325755,-18.924262937027063,-8.03118954067297,11.835215831605629,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1002,2010_TU149,156964,60438.399830805065,268035692.62409228,-7.263430438994944,326.1318645154014,0.0811125469963637,-15.425673507208106,0.0107272894981366,113407531.96904896,-246878313.80763596,-115895341.82405417,18.75882911950096,-10.755296694164818,-5.493005918132315,-101131203.86376284,-102887390.92398432,-44601039.98407426,21.996816154026156,-18.217768688017205,-7.984884364791298,30.60407709117665,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1003,2010_TU149,156986,60438.41138096894,268028456.6897926,-7.2395361706486785,326.13283448984976,0.0808038208260867,-15.425549033842929,0.0108272530313924,113426251.94259244,-246889046.3604371,-115900823.2401997,18.758246164224257,-10.754027965785887,-5.492410314534691,-101109258.33149756,-102905556.27085452,-44609007.38051695,21.98542767852109,-18.188834632584623,-7.983120641995367,30.60254327351393,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1004,2013_CC263,157440,60441.15166240744,352839297.84533507,17.81979139978279,184.00764494211904,-0.0786058813592783,-10.937665323916788,0.0422610285734209,-441465857.8623853,-131361458.46229728,-113397700.60042636,4.354282562917128,-13.459731020447324,-7.988258434600839,-95883283.67670304,-107149634.00320064,-46449645.51629153,22.769132479488484,-17.785162369697684,-7.564078339447828,12.604735500586727,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1005,2013_CC263,157490,60441.175536663766,352876115.3301292,17.87728232722018,184.0057405273452,-0.0780172344420099,-10.93665516879122,0.0423605875025302,-441456875.5929677,-131389220.031355,-113414176.808443,4.355414609121268,-13.459394321150182,-7.9879676679631855,-95836258.96625917,-107186274.49088046,-46465244.32837108,22.824948833479475,-17.740118435252693,-7.560473690003388,12.61064889748655,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1006,2013_CC263,158284,60442.08030248606,354265185.682207,17.956565515728578,183.9406419867796,-0.0744288914106829,-10.89959368222562,0.0403731851092821,-441114749.4462696,-132440802.51031996,-114038142.06757028,4.398282135244845,-13.44658695458578,-7.976921644471831,-94062939.2533176,-108533851.04641932,-47050676.8225968,22.90015047130451,-17.510267316731206,-7.418170425734565,12.827856481277353,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1007,2013_CC263,158334,60442.10381833096,354301736.33447146,18.02190004923558,183.9388622492179,-0.0741843699835297,-10.8986428409526,0.0404938252284866,-441105812.500497,-132468121.06937464,-114054348.17133786,4.399395424197712,-13.44625284785814,-7.976633852282852,-94016344.24973196,-108569408.02660254,-47065745.30546414,22.965671263720868,-17.489070266254867,-7.414600868921306,12.83358544734117,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1008,2013_CC263,158386,60442.12781752544,354339172.7801914,18.086619796290236,183.93705351334015,-0.0738108957185899,-10.897669603093988,0.0406114954317376,-441096689.6670992,-132496000.02367184,-114070886.52896889,4.400531532384138,-13.445911814856151,-7.976340113004594,-93968657.4201718,-108605641.87575448,-47081115.79872436,23.02994073650198,-17.45872494640532,-7.410951091074901,12.839425811662949,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1009,2013_GD138,158473,60442.16975837273,5757902056.591396,-1.6360828585947929,232.105860214722,-0.0208626525352414,-18.61845282969549,0.0047401905602091,-3445332294.961081,-4414700912.299533,-1885401873.565738,3.85386325456566,-2.647425676920071,-1.6572848454894673,-93885014.00516906,-108668782.7163374,-47107959.28818987,23.13214447773889,-17.386143199143937,-7.404546891868783,0.0720761961759731,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -1010,2013_GD138,158478,60442.17210240219,5757901725.929532,-1.6293656347861007,232.10580861076437,-0.0208637049225502,-18.61844171679224,0.0047418108431026,-3445331514.4663286,-4414701448.463221,-1885402209.203481,3.8538636729101112,-2.6474251355317,-1.6572846132411083,-93880328.71626078,-108672303.3076126,-47109458.832310215,23.137375042555256,-17.381413622045883,-7.40418776371971,0.0720166051542755,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -1011,2013_GD138,158714,60442.28433196684,5757887492.433583,-1.3114724297603262,232.10333829814837,-0.0208270684475124,-18.617905179989503,0.0048181213034429,-3445294144.8668184,-4414727119.448102,-1885418279.230549,3.8538837029320128,-2.647399214535926,-1.6572734934777409,-93655019.04940245,-108839536.53651266,-47181170.166337125,23.30549547278964,-17.095961788586944,-7.38678876525248,0.0691636387578261,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -1012,2013_GD138,158764,60442.308539005215,5757884813.618379,-1.2508877050082905,232.10280663115032,-0.020798086155545,-18.617788369416072,0.0048322126401619,-3445286084.1556344,-4414732656.689932,-1885421745.548387,3.853888023442871,-2.647393623403037,-1.6572710949550256,-93606260.04967491,-108875220.90265654,-47196616.17668137,23.31722786427492,-17.025997354803494,-7.3829750977894015,0.0685493256595319,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -1013,2011_YA42,159027,60442.95632453865,501452851.6808511,26.648342456636406,139.1005764849301,0.143466499145132,1.2619435782677926,-0.0179385430505665,-471258918.0681298,218425250.6946562,-36563253.54219853,-6.804186360277527,-10.63472773366072,-8.509211147905495,-92322667.3675126,-109812952.97415836,-47606894.974552765,22.8793298971465,-17.11878882122217,-7.278674581309417,16.871891464887845,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -1014,2011_YA42,159048,60442.965778163125,501474628.5370898,26.67197035450711,139.101933415303,0.1435257445107634,1.2617739035410132,-0.0179562494806646,-471264475.2603568,218416564.68163583,-36570203.45368933,-6.803824561408696,-10.634895533228736,-8.509183099055132,-92303969.71158014,-109826940.17940705,-47612839.78593911,22.902072275077806,-17.128729796280872,-7.2772150130250335,16.871851739605752,3.1910723,0.1754333,17.90056,291.08053,99.36952,70.55556,60200,KEP,16.36,0.15,2.13,0.65,-0.19,0.14,-0.14 -1015,2013_GD138,162733,60460.207924810245,5762594097.076097,7.641525211354656,231.71952059351307,-0.0200184608406279,-18.53347560230661,0.0046026898634691,-3439323610.1606884,-4418823634.387587,-1887983330.8284464,3.857083174663493,-2.6432668796386944,-1.655500826504769,-54476239.8688829,-129860012.35388778,-56292839.40898015,27.693123755074275,-10.055418708106568,-4.306550046129941,0.3786681174016299,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -1016,2013_GD138,162783,60460.2319346512,5762610016.386472,7.705763495829478,231.7190139516321,-0.0199942185549718,-18.53336491556779,0.0046171867571872,-3439315608.9813223,-4418829117.603057,-1887986765.0147667,3.85708746226718,-2.643261355655665,-1.655498457261001,-54418770.33925299,-129880800.50075509,-56301768.64285726,27.71201575317654,-9.986159447753556,-4.302160436698261,0.3792600230547698,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -1017,2013_CC263,163359,60461.02026903141,387795930.9680495,22.643995317296053,183.55875846547957,0.0228236147459389,-10.445173538814592,0.0068453736854594,-433192328.57674855,-154212482.3592823,-126895057.93051344,5.280035067125263,-13.157713827579324,-7.734012933672712,-52558034.39230857,-130540055.25306375,-56589763.95495101,27.49172347751229,-9.983916367731943,-4.155514062109534,16.396542923772028,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1018,2013_CC263,163379,60461.029466175576,387813934.3064061,22.66856959320776,183.55897218651435,0.022885341121976,-10.445110409938298,0.0068827397038746,-433188133.10139847,-154222936.90264958,-126901203.02467346,5.280455867173582,-13.157564100281466,-7.733889684363226,-52536179.04727012,-130547986.11724384,-56593065.35700489,27.51648547629289,-9.977239841494471,-4.153862877152237,16.3978639168252,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1019,2013_CC263,163406,60461.04246074032,387839403.5485879,22.70307946579428,183.55927530107925,0.0230017861202839,-10.44502063510516,0.0069350152128355,-433182204.9466557,-154237707.420146,-126909884.9650176,5.281050382895184,-13.157352542434207,-7.733715542777692,-52505267.30985198,-130559181.05668303,-56597727.51238187,27.551114847262948,-9.965532477671802,-4.151529032871756,16.399729411732412,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1020,2013_CC263,163409,60461.045201385845,387844781.056823,22.710310102627453,183.55933945126256,0.0230306949970948,-10.445001611266653,0.0069459231010056,-433180954.3556273,-154240823.134665,-126911716.33904672,5.281175790278559,-13.157307913380237,-7.733678807456783,-52498741.73122262,-130561540.78810644,-56598710.62918887,27.558348749065843,-9.962725872909314,-4.151036537229867,16.40012276082825,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1021,2013_CC263,163429,60461.054415816274,387862870.304517,22.734446456673105,183.5595557252417,0.0231388713080716,-10.444937443974746,0.0069821794558088,-433176750.2180783,-154251296.6763117,-126917872.52416566,5.281597348295567,-13.157157884871635,-7.733555316691885,-52476793.20296855,-130569468.00326034,-56602014.56699944,27.582439822853804,-9.952441168132289,-4.1493804080024645,16.401444513128002,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1022,2013_CC263,163448,60461.06339816382,387880524.4284732,22.75767077209273,183.5597676274144,0.0232604919821494,-10.444874567009272,0.0070167858912476,-433172651.1576645,-154261507.52515846,-126923874.27548,5.282008330588315,-13.157011608954836,-7.733434917050192,-52455376.62019019,-130577188.10792848,-56605234.40376805,27.605536440667763,-9.941168797044243,-4.147764804163628,16.402732264639706,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1023,2013_CC263,163495,60461.08527197004,387923585.1818928,22.81252647576145,183.56028882477,0.0236216661760341,-10.44472020004488,0.0070969748722604,-433162668.8892937,-154286369.77597418,-126938487.74279045,5.283009015667452,-13.1566554010377,-7.733141731998899,-52403155.209636346,-130595945.64593092,-56613069.2417772,27.65973762572915,-9.90873511116725,-4.143825800459496,16.40586344174569,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1024,2013_CC263,163498,60461.08795461282,387928874.1909089,22.81905577481605,183.56035333808776,0.0236721507918229,-10.444701146284425,0.0071063320943474,-433161444.3079293,-154289419.39837915,-126940280.23078866,5.283131759489506,-13.156611704131716,-7.733105767193501,-52396742.62866361,-130598242.0876177,-56614029.770837,27.6661533723625,-9.904285043654326,-4.143342051926466,16.406247021789035,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1025,2010_TU149,164452,60465.32778628044,249222578.35070583,-8.118598783896374,325.6668735222587,-0.1352478324962557,-16.12727309922751,-0.0662536161740648,155502485.66272148,-268795016.2896361,-127213073.33492029,17.44131196623252,-8.210758272455356,-4.293706553722105,-42199744.69193016,-133764137.91495088,-57986029.79028409,28.487020419363624,-7.509315386674885,-3.3445597585868665,24.924009330161628,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1026,2010_TU149,164502,60465.35334983795,249204714.93382636,-8.05777027163483,325.6632649801916,-0.1359338160765818,-16.128963500088624,-0.0659966883730207,155541007.00585115,-268813149.112954,-127222555.7673594,17.440105680155263,-8.208673820186918,-4.292720023061764,-42136862.12098278,-133780650.9836958,-57993411.24212463,28.45381120497038,-7.444806400160157,-3.339587201941097,24.915975170856704,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1027,2010_TU149,164545,60465.3736541468,249190623.70376155,-8.007353676982808,325.660387248402,-0.1363376114393868,-16.13030138365007,-0.0657807239925781,155571603.0695739,-268827548.9502927,-127230086.2239454,17.439147576227914,-8.207018492310233,-4.291936583642677,-42086971.64471652,-133793670.25705048,-57999266.57804139,28.421629702730986,-7.398199713398998,-3.335623045421935,24.909585316805792,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1028,2010_TU149,164546,60465.37412653926,249190297.2026678,-8.006166682824976,325.66032025788184,-0.1363454728013917,-16.130332430969098,-0.0657756190226251,155572314.27101788,-268827883.6474734,-127230261.25698446,17.43912530527174,-8.206980017324756,-4.291918374013395,-42085812.60348954,-133793971.94077842,-57999402.60563207,28.42082548216375,-7.397170878506506,-3.335530756496576,24.909436717257712,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1029,2010_TU149,164592,60465.39698225751,249174545.0646748,-7.948241474651846,325.65707236780423,-0.1366420380839721,-16.13183295213654,-0.0655259244219591,155606752.18204832,-268844089.042327,-127238736.1139241,17.438046899756763,-8.205117132533713,-4.291036695942102,-42029728.65841285,-133808532.50220913,-58005985.05572695,28.37911423746817,-7.350583633226154,-3.331054836544339,24.90223866574155,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1030,2010_TU149,164593,60465.39746008375,249174216.85517204,-7.947024980828528,325.6570043746171,-0.1366464732819292,-16.131864272268082,-0.0655206746263703,155607472.37794253,-268844427.9152282,-127238913.33459662,17.43802434724034,-8.205078177535142,-4.291018259010781,-42028556.64303919,-133808836.05670184,-58006122.62366625,28.378187458899493,-7.349679761507566,-3.33096109190769,24.90208809400042,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1031,2013_GD138,166259,60467.210448671314,5768166559.382019,11.067618365776022,231.5773309796872,-0.0190567812709544,-18.50228392016213,0.0043805303369169,-3436989698.614808,-4420422322.332915,-1888984699.0625968,3.858334414455711,-2.641657636221664,-1.654810792807435,-37605697.24732846,-134951329.99373403,-58500544.02621583,28.783812690603728,-6.949319155178447,-2.98290065247923,0.5459302744529341,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -1032,2013_GD138,166309,60467.23468645853,5768189801.006171,11.128176930101182,231.5768443016144,-0.0190246269751839,-18.502177582852195,0.0043936673606196,-3436981618.9282045,-4420427854.183833,-1888988164.3753788,3.85833874957043,-2.6416520729166884,-1.654808408121195,-37545407.77959319,-134965807.96771875,-58506785.82918435,28.79320802519825,-6.877495664437351,-2.9782383796289227,0.5465038288294078,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -1033,2013_GD138,166728,60476.07962654543,5778072352.265332,14.840528203107414,231.4094957517081,-0.0174045885005448,-18.465700871563968,0.0038810813720389,-3434032587.701905,-4422445749.769225,-1890252386.8827176,3.859924865264291,-2.639624428229004,-1.6539398334419897,-15520923.771349566,-138694249.09283146,-60123650.41729813,29.413330601010184,-3.1868218102215526,-1.2500951562113796,0.7458305264345226,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -1034,2013_GD138,166778,60476.1032778736,5778102746.086445,14.907243330486796,231.40906175510335,-0.0174046552425181,-18.46560890388773,0.0038960219746275,-3434024700.5403514,-4422451143.42623,-1890255766.4496715,3.859929120420966,-2.639619010033249,-1.6539375139892,-15460774.11913139,-138700707.61316255,-60126200.27830221,29.45639607937424,-3.133339931418892,-1.245549899950691,0.7463497707836898,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -1035,2010_TU149,167327,60476.37020892121,242437683.3455889,-6.002993165642968,323.63593203819704,-0.2320050082175601,-17.019028936522208,-0.0950894170657426,171897095.74630788,-276214216.212137,-131113238.6852521,16.928552849180992,-7.356704637205373,-3.88890524102262,-14780228.511322511,-138764445.835797,-60154324.25246949,29.38530302966833,-2.418625360455686,-1.192934265972622,21.058380585084528,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1036,2010_TU149,167368,60476.39038100639,242427267.8627005,-5.949425841206649,323.63103658740755,-0.2320629182667637,-17.02094460777492,-0.0948355638243823,171926601.10509425,-276227037.5255265,-131120016.3645243,16.92763135900296,-7.355224377487241,-3.8882025808914658,-14729048.702696238,-138768630.21310517,-60156399.9309075,29.342046508556976,-2.3838071676441284,-1.1888674488269813,21.05030194581784,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1037,2011_OB60,169731,60485.42516120271,5503963909.281301,-28.911453121876495,5.24667944992131,0.006432503071945,-10.60174092235667,-0.004518585880726,5395455022.793731,355401690.836695,-1073017931.0467774,-0.5860043818777342,6.186656936580702,0.9644180281457546,8111805.450278343,-139310753.7883539,-60391953.527090885,29.287247146311888,1.7485240715291095,0.5834924790260452,1.579136964854161,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1038,2011_OB60,169757,60485.438281994655,5503931154.630374,-28.878808691075346,5.246765244474563,0.0064230898112026,-10.60180018646124,-0.0045155660280864,5395454358.45224,355408704.5075857,-1073016837.7079473,-0.5860093666624647,6.186656399974513,0.9644189053391876,8144985.542440506,-139308767.19773078,-60391290.59857336,29.253714154305108,1.756040775393547,0.586139278819174,1.579119348859754,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1039,2013_GD138,169950,60486.03438708835,5792675223.63261,18.858299820286103,231.2427466535217,-0.0149597187958117,-18.429856866756563,0.0032489332421799,-3430712116.17589,-4424714957.752775,-1891674425.5674767,3.8617221768379513,-2.6373418923487018,-1.6529630426228852,9641073.90074825,-139235219.16516846,-60358072.72952115,29.46472280543072,1.2930013479358793,0.702301743865157,0.9490629771628784,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -1040,2013_GD138,170000,60486.05953486779,5792716271.341438,18.92701439013835,231.24235004705025,-0.0149641269719754,-18.42977497591413,0.0032641292419156,-3430703726.3343377,-4424720687.539002,-1891678016.7320304,3.86172672936139,-2.6373361183875663,-1.6529605719041824,9705145.761584004,-139232355.05358306,-60356541.62208505,29.51321045086688,1.3447520372346309,0.7071055206258297,0.9495516107863896,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -1041,2013_GD138,170201,60486.15535621793,5792874061.624719,19.18714852375087,231.2408407023103,-0.0149028661608199,-18.42945940078444,0.0033213904501786,-3430671756.9848013,-4424742520.615762,-1891691700.7159116,3.8617440770079168,-2.6373141164436147,-1.6529511571034938,9950039.351620736,-139220223.12198988,-60350611.21267437,29.6255954146922,1.597680738939685,0.7255798943865989,0.9514126780066404,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -1042,2013_GD138,170251,60486.179839767945,5792914712.460852,19.246569555895512,231.24045654073643,-0.0148684192368249,-18.429377926414865,0.0033339672311821,-3430663588.637492,-4424748099.043833,-1891695197.0278387,3.861748509512453,-2.637308494731981,-1.6529487515264174,10012716.278297355,-139216766.9310419,-60349071.32795122,29.632503261057582,1.6702700425998491,0.7303516321575965,0.9518870429453126,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -1043,2013_GD138,170288,60486.19650057049,5792942445.356469,19.28402328164588,231.2401956616374,-0.0148411565774015,-18.42932231400364,0.0033416645039174,-3430658029.966414,-4424751895.229298,-1891697576.310298,3.8617515259112953,-2.637304669059573,-1.652947114488604,10055372.56217116,-139214326.75453117,-60348017.63392642,29.631746619389908,1.7200123729454126,0.7336117935508916,0.952209394436393,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -1044,2013_GD138,170338,60486.22017988534,5792981948.317792,19.33233290762441,231.23982577273,-0.0147976434099724,-18.42924307050559,0.0033511862904702,-3430650129.8475795,-4424757290.446041,-1891700957.7972765,3.861755812917834,-2.6372992318908235,-1.6529447878766172,10115987.772787437,-139210735.89081284,-60346512.00823649,29.62307123015608,1.7901511757011193,0.738263254959204,0.9526667740178496,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -1045,2010_TU149,172583,60488.30031754461,238016250.7152667,-2.3303083960584807,320.23524697960187,-0.3246482640089956,-18.300637838163546,-0.1176698212692452,189069075.98448905,-283361845.11048144,-134914901.7404743,16.393167881012047,-6.526300279142991,-3.494130679806347,15365056.334670115,-138818055.8784516,-60177078.943081,29.44370538999973,2.920751151352052,1.1456478506464207,15.869539848084573,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1046,2010_TU149,172629,60488.322554785605,238011833.32092223,-2.268271279327936,320.2276401989387,-0.3248715075173788,-18.303250704220677,-0.1173313362153914,189100571.09773555,-283374382.625189,-134921614.31245983,16.392187644848217,-6.524831591038638,-3.493431393850886,15421586.260411112,-138812396.7013143,-60174873.56472998,29.40159991448401,2.969348408817796,1.150096761202534,15.858819976661088,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1047,2010_TU149,172852,60488.431239147954,237991911.37923568,-1.9852256058684128,320.1904824453008,-0.32367227917689,-18.31591669393786,-0.1158157536385005,189254478.632608,-283435620.04315704,-134954403.16595465,16.38739760294536,-6.51765725234547,-3.4900154230707656,15696508.082343332,-138783720.58958542,-60163971.12488906,29.14188274551281,3.1089210457029286,1.1719724105495208,15.80648106374355,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1048,2010_TU149,172860,60488.43542414582,237991195.2764742,-1.975948877537672,320.18905584007143,-0.3235570765233496,-18.316401283612013,-0.1157685199050057,189260404.05916783,-283437976.68938786,-134955665.08425835,16.387213189723507,-6.517381131046526,-3.489883949562498,15707043.366721485,-138782596.13017094,-60163547.20576371,29.13107497882938,3.1106626930681207,1.1728167868626818,15.80447065905167,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1049,2013_CC263,172885,60488.95374339254,446593007.5799572,25.3419121560043,186.11802922342483,0.1408361729461303,-10.96949792926906,-0.0427751171386923,-418935463.4833462,-185383908.0383536,-145089298.1318497,6.523913945976792,-12.66245821376757,-7.337188621329576,17000560.355910633,-138657039.71302006,-60108727.91113716,29.176618444631742,2.54497796896426,1.274132404767322,18.413400273032824,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1050,2013_CC263,172907,60488.96558831202,446618958.1726859,25.3715094669422,186.11972886758397,0.1409050301167369,-10.970004332961873,-0.0427300042257523,-418928787.1609123,-185396865.68662512,-145096806.3431479,6.524426604620174,-12.662231460027838,-7.337011103651961,17030434.74617667,-138654429.7321651,-60107422.80341298,29.205481597810948,2.5559564375102646,1.2763807683452637,18.41359314291377,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1051,2013_CC263,172940,60488.98111406031,446653018.9167064,25.409883071518404,186.1219582341496,0.1410325064611278,-10.970667305340582,-0.0426717955080407,-418920035.2841874,-185413849.75242025,-145106647.56014544,6.525098559678075,-12.66193421848941,-7.336778408398445,17069637.29875144,-138650989.6032565,-60105708.62945354,29.24252755561669,2.57364552434465,1.2793295870715118,18.413844881029856,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1052,2013_CC263,172942,60488.98205076059,446655073.9421501,25.41217409915736,186.12209270225415,0.1410415286649671,-10.970707244527144,-0.0426683352327268,-418919507.6399409,-185414873.64068043,-145107240.8375532,6.525139068443003,-12.661916298233994,-7.336764379720926,17072002.242910884,-138650781.42369223,-60105605.162350856,29.2447253097843,2.574829678639229,1.2795074396013104,18.4138600067341,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1053,2012_BB14,172954,60488.98743581984,54782699.11104591,-2.4846657158567345,168.8125890341968,1.0321835820347307,-1.95137353563541,-0.4213598749626151,-36624930.53679644,-128026871.51000026,-61970432.2488678,29.63288890137948,-9.136193944281125,-3.295067189854841,17085611.686749917,-138649581.8206114,-60105009.61555643,29.25727892952364,2.581898669214295,1.2805308667417876,84.84648017390671,1.0627063,0.098754,2.64121,316.78101,255.55235,135.8483,60200,KEP,24.99,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1054,2013_CC263,172990,60489.00508892613,446705712.4429959,25.467413571412745,186.1254054920825,0.1413105841225229,-10.97168927535513,-0.0425856774289097,-418906519.5720956,-185440074.3930278,-145121842.96014732,6.526136095285378,-12.661475195459074,-7.336419073552854,17130266.151152816,-138645624.47454882,-60103053.96518773,29.29719836942572,2.60807490861474,1.2838886609990643,18.41422990071601,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1055,2013_CC263,172992,60489.0060087982,446707736.907039,25.469564987241213,186.12553792429424,0.1413231739141659,-10.97172845271468,-0.0425824955152105,-418906000.8651384,-185441080.74213,-145122426.06732288,6.5261759095698695,-12.66145757936693,-7.336405283493505,17132595.00732419,-138645417.10484442,-60102951.90448349,29.29922068585528,2.6095625192872163,1.2840637884096238,18.41424456178447,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1056,2012_BB14,173004,60489.011371679706,54777613.00776701,-2.434419198422448,168.8373484751963,1.0355241941368745,-1.9614574046032036,-0.4212118730974143,-36563643.85416776,-128045754.49003528,-61977241.18506849,29.63605885722705,-9.125103844695426,-3.289699169346704,17146173.89857492,-138644205.8810881,-60102356.68000043,29.310882741013888,2.618471711221721,1.2850849588753546,84.844809471318,1.0627063,0.098754,2.64121,316.78101,255.55235,135.8483,60200,KEP,24.99,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1057,2013_CC263,173024,60489.02035034508,446739318.3733407,25.502433337970025,186.12760404480343,0.1415372155240648,-10.972338822236406,-0.0425343538567684,-418897914.2660645,-185456768.66748825,-145131516.05882925,6.526796569625939,-12.66118294904789,-7.336190302553525,17168920.27740405,-138642168.44813496,-60101359.0660398,29.32989484062216,2.634279083634896,1.2867958373069897,18.414471800868892,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1058,2013_CC263,173027,60489.02169113405,446742273.3560528,25.5054369352654,186.1277973953083,0.1415589102874096,-10.97239585787398,-0.0425300043562829,-418897158.1169771,-185458235.4958678,-145132365.97376096,6.526854601361827,-12.661157269644132,-7.336170200927635,17172318.670004457,-138641863.0923303,-60101209.96000561,29.332676000481317,2.636733800361589,1.287051489105184,18.414492912866297,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1059,2013_CC263,173074,60489.04422124402,446791970.3995994,25.553819983243244,186.13105062155012,0.1419646293764239,-10.973353269936233,-0.0424614614555543,-418884453.1288057,-185482879.08332336,-145146644.95863402,6.527829562054785,-12.660725806148251,-7.3358324610394465,17229461.255267207,-138636687.96307707,-60098700.41155285,29.37689263878138,2.6814584436616635,1.2913524931516018,18.414843641829943,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1060,2013_CC263,173077,60489.045557130325,446794920.281065,25.5565544197571,186.1312438367073,0.1419910547833205,-10.973409995922408,-0.0424576902234559,-418883699.67986935,-185484340.3897492,-145147491.663287,6.527887374506944,-12.66070021935209,-7.335812432639462,17232852.383865505,-138636378.27696574,-60098551.335484944,29.379355138180944,2.684308907552021,1.291607908159334,18.414864184623635,3.0000262,0.1126188,8.97766,336.5147,98.64025,69.02504,60200,KEP,18.46,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1061,2010_TU149,173621,60489.30565242022,237835063.4293698,-1.9170450523859144,319.89645838822514,-0.3315050008886168,-18.41921259541167,-0.1187032752720991,190491089.09082612,-283925853.77644694,-135217037.93931773,16.34891613678975,-6.460176159803144,-3.462643201342876,17894947.50176363,-138568172.35409525,-60068959.07805369,29.37802512508797,3.389586151057204,1.3424669424733109,15.390132769520466,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1062,2010_TU149,173762,60489.37447434822,237824235.33119124,-1.7268708083553723,319.87240376227135,-0.3314470847628453,-18.42734558599596,-0.1176571085618448,190588294.9546299,-283964254.24535686,-135237621.32448766,16.34589164058345,-6.455669998687018,-3.4604971386174457,18069207.112886067,-138547621.28645197,-60060935.44373305,29.22722930586885,3.5120708544294184,1.3562831886096316,15.356567400427227,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1063,2010_TU149,173802,60489.394797868576,237821249.89404705,-1.6742011009960192,319.86530672577874,-0.3311399792566734,-18.429733807440684,-0.1173723337520316,190616996.2021863,-283975588.6992574,-135243697.11460465,16.344998631487737,-6.45433983795487,-3.4598636415700126,18120483.191423688,-138541433.1337401,-60058550.34185766,29.176558527006403,3.5352541010074856,1.360378077088418,15.346665914807865,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1064,2010_TU149,173837,60489.41090769098,237818947.55861276,-1.6345042185196426,319.8596863332307,-0.3308097863116971,-18.43162295294945,-0.1171607899814889,190639746.50376093,-283984571.8364518,-135248512.58972403,16.34429078345385,-6.453285584100622,-3.4593615445758727,18161065.568653677,-138536502.31456852,-60056654.56553995,29.135366316297468,3.549063177475894,1.3636266630727747,15.338823386707055,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1065,2010_TU149,173859,60489.42228844125,237817353.6531129,-1.607761720735588,319.8557194187769,-0.3305329004507785,-18.432955553069423,-0.1170203352282684,190655817.98646107,-283990917.1390146,-135251914.0875606,16.343790740708833,-6.452540886762671,-3.4590068751940333,18189700.46761789,-138533008.70877004,-60055312.557671554,29.105965859039262,3.556339930110443,1.365922434008136,15.333287041194922,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1066,2011_OB60,175949,60491.43881108148,5489034551.907195,-28.57615103409023,5.28078939943026,0.0039960841481635,-10.632055610352731,-0.0055680899078429,5395149924.978067,358616393.91719735,-1072516686.9816765,-0.5882878503390938,6.186411427439622,0.9648205014581448,23247207.51538543,-137903374.63926226,-59782948.24245886,28.920113354468757,4.464628502687374,1.7605686268710634,1.565439954547096,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1067,2013_GD138,175967,60491.95347153705,5802940698.195244,20.901275849608783,231.15666768274096,-0.0132054041972694,-18.41170158765818,0.0027767382054539,-3428737055.6989717,-4426063279.440925,-1892519559.9762108,3.862794653864473,-2.635981588598525,-1.652380902031786,24523229.13138213,-137719144.43138337,-59702402.77984889,29.002010648019965,3.9020689534014767,1.8608977499311448,1.0571212241694197,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -1068,2013_GD138,175989,60491.96477498844,5802961122.285187,20.92676706264522,231.15651029955455,-0.0132169082967915,-18.411670172583225,0.0027820321499476,-3428733283.6370554,-4426065853.504201,-1892521173.5436013,3.862796703210367,-2.635978988728446,-1.652379789291636,24551565.098083757,-137715328.1466637,-59700584.41999279,29.02897843914112,3.9138792768796034,1.8630398291593644,1.0573203348283404,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -1069,2011_OB60,176989,60492.4375247264,5486571496.752493,-28.50111484146604,5.285011648974543,0.0035892622169111,-10.6377030626229,-0.0057396055972178,5395099141.224121,359150260.954347,-1072433422.9936246,-0.5886668649293032,6.186370728041276,0.9648874174282062,25742885.840436105,-137533203.07598385,-59622617.21210639,28.83922415926457,4.914111689474463,1.95571058647428,1.5616862108669631,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1070,2013_GD138,177375,60493.12268851137,5805096578.43787,21.69745284444957,231.1408802563705,-0.0129028264485632,-18.408430241924787,0.0027962372852113,-3428346851.983816,-4426329534.61731,-1892686466.3459897,3.863006664567816,-2.635712608101789,-1.6522657760395278,27443974.98241541,-137262741.21808106,-59502872.97428968,29.21105674603302,4.708754735304886,2.0884066487556745,1.0772711389364722,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -1071,2013_GD138,177425,60493.14662641232,5805141516.317096,21.75704134616714,231.14055510319227,-0.0128721846135398,-18.408363151297788,0.0028089407499299,-3428338862.922656,-4426334985.509954,-1892689883.3827796,3.8630110055810953,-2.635707100246832,-1.6522634185711111,27504403.04479925,-137252930.27561828,-59498548.85096443,29.22164552686674,4.778787389424032,2.093042514712685,1.0776854804233496,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -1072,2013_GD138,179149,60495.985539366426,5810547317.9543295,22.35575837724164,231.10429817320752,-0.0119997425281225,-18.40087536843507,0.0024780890873246,-3427391342.2453,-4426981349.432292,-1893095089.8363853,3.863525926643428,-2.63505365972059,-1.651983716948677,34536554.58010573,-135908429.802642,-58917189.57988433,28.72143766009686,5.745449533046846,2.645060472927402,1.124590645242968,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -1073,2013_GD138,179151,60495.98637314163,5810548928.932075,22.35786224036236,231.10428762595703,-0.0120002046607331,-18.40087330151871,0.0024785433106865,-3427391063.869607,-4426981539.293789,-1893095208.8655088,3.863526077940883,-2.6350534676885733,-1.6519836347457155,34538624.24309847,-135908015.7510604,-58916998.97745947,28.72322395156889,5.746787116449567,2.645217223971968,1.1246042957495936,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -1074,2013_GD138,179199,60496.01033365695,5810595276.629656,22.41991414334777,231.10398447268025,-0.0120097083729483,-18.40081375549954,0.0024920440138831,-3427383066.408775,-4426986993.819472,-1893098628.451061,3.86353042457213,-2.6350479507835707,-1.651981273128318,34598136.93611653,-135896076.40105838,-58911518.332053855,28.772160391470216,5.789313939196111,2.6497258115185467,1.124996632858501,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -1075,2013_GD138,179201,60496.01125836185,5810597068.525702,22.42236323025797,231.10397276500493,-0.0120099262722455,-18.40081145011137,0.0024925801762697,-3427382757.6586323,-4426987204.396654,-1893098760.4674785,3.863530592378409,-2.635047737797302,-1.6519811819554002,34600436.47826558,-135895613.64750627,-58911306.55904266,28.773948894030845,5.791109361081301,2.649900095103664,1.1250117848860994,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -1076,2011_OB60,180023,60502.41493442481,5462443640.985957,-27.313083423519416,5.304503434802003,-0.0004663027782442,-10.703222250416951,-0.0073554409257619,5394590003.987582,364483532.9732096,-1071601277.703987,-0.5924510736016191,6.185964701720327,0.9655568672560396,50166310.71237587,-131727351.59564205,-57105996.42274296,27.58383221255023,9.319353303703473,3.868122019250298,1.5011950632073106,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1077,2011_OB60,180045,60502.42626160212,5462416925.597321,-27.28316281303505,5.304498043735241,-0.0004687244781512,-10.703305548239722,-0.0073523980236671,5394589424.129732,364489587.435329,-1071600332.6729558,-0.5924553677177157,6.185964241090503,0.9655576280967187,50193290.92615138,-131718231.07898477,-57102209.80827389,27.553683233741687,9.319231882614371,3.8703001873066634,1.5010991103404343,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1078,2011_OB60,182367,60505.43095265507,5455387011.619301,-26.739722861813892,5.302328523779019,-0.0016645380171128,-10.726091778387447,-0.0077901170485077,5394435458.0776205,366095625.54796463,-1071349620.036638,-0.5935943261562182,6.185842061081012,0.9657595139878048,57300228.9438035,-129234210.87411174,-56025363.63706313,26.987890391515528,10.588421430157448,4.424069369633234,1.474830962122484,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1079,2011_OB60,182368,60505.43140054126,5455385976.621248,-26.738547639478583,5.302327764811132,-0.001664510846744,-10.726095268333903,-0.0077899958260398,5394435435.099224,366095865.0059985,-1071349582.6514572,-0.5935944959560393,6.185842042865245,0.9657595440976868,57301273.54714248,-129233801.0285178,-56025192.39203796,26.98671848414254,10.58828184947203,4.424153568295417,1.4748266265969776,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1080,2011_OB60,182392,60505.4438791096,5455357165.03212,-26.70609638575894,5.3023066337256815,-0.0016626151821956,-10.726192458821766,-0.0077866670138004,5394434795.035619,366102535.0853538,-1071348541.2905052,-0.5935992257109235,6.185841535466984,0.9657603828064656,57330352.78594134,-129222387.43933503,-56020421.06928288,26.9544791550264,10.58317096860508,4.426497876421958,1.4747058790915946,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1081,2011_OB60,182393,60505.44432770944,5455356131.336311,-26.704942827895337,5.3023058756536505,-0.0016625065238062,-10.726195947219797,-0.0077865494359213,5394434772.057058,366102774.5430913,-1071348503.9053336,-0.5935993955103919,6.185841517251245,0.9657604129163864,57331396.09552596,-129221977.7990884,-56020249.73043631,26.9533374859278,10.58294401029134,4.426581997579525,1.4747015450403596,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1082,2010_TU149,183128,60506.30628273654,240750436.19807065,6.404113965926551,313.2825715486396,-0.4025959952326791,-20.483054025186068,-0.1165030086519022,213965418.3296812,-292633824.5496705,-139930662.0877327,15.62010866015927,-5.4202409013694925,-2.966382856838731,59343312.03967022,-128452801.19324738,-55684781.79890508,27.119704432503195,10.92723632539832,4.582228517339885,6.674864055851582,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1083,2010_TU149,183178,60506.33017976077,240763725.8380268,6.469133714277605,313.2723069411613,-0.4021246635604847,-20.48583294576618,-0.116076253455671,213997667.45616385,-292645014.0742557,-139936785.97465196,15.61910936113872,-5.418874569332124,-2.9657294971852446,59399244.396227926,-128430203.56567109,-55675316.2721879,27.059325014673615,10.960858586463972,4.586681603438052,6.662089352851247,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1084,2013_GD138,184153,60510.07222077267,5840441336.930758,26.50403261658033,230.96625529177865,-0.0071151553677767,-18.374061847349704,0.0012968692075626,-3422687917.1319337,-4430186205.530693,-1895104690.425024,3.866082814711217,-2.631805069994424,-1.6505927468929895,67975408.70843044,-124763174.61694114,-54084027.68381383,26.530792634235944,11.994491657971423,5.252089987217988,1.3162943547768642,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -1085,2013_GD138,184203,60510.09483295109,5840493170.652529,26.558182648193636,230.96608609433224,-0.0070861341201686,-18.3740323882733,0.0013085874742615,-3422680364.721829,-4430191346.76569,-1895107914.8616,3.866086920428425,-2.6317998475682987,-1.650590510249084,68027251.01619661,-124739678.30838723,-54073762.96609651,26.53941420357147,12.059256132975122,5.256015032297414,1.31655054943574,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -1086,2010_TU149,184431,60510.19925800971,243220292.69618964,8.327956366074442,311.6336567041284,-0.4050268075451662,-20.929878653134683,-0.1124626231092971,219191885.11121967,-294419822.0304209,-140910656.88776377,15.458212308816318,-5.2008613316237815,-2.861432275160394,68266537.10728855,-124629505.9719832,-54026258.507569626,26.474859593012106,12.358115124063572,5.2743799215762746,4.637996224905436,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1087,2013_GD138,184443,60512.10964723266,5845122236.626917,27.03047028422485,230.95245634454696,-0.0063171069078023,-18.371695808586203,0.0011275355290944,-3422007384.2734504,-4430649409.25305,-1895395206.7907383,3.866452760898736,-2.631334411086143,-1.650391167939383,72539144.11067797,-122558132.74630432,-53128104.724548176,26.08355351831868,12.91846852936189,5.60574459438728,1.337977492348474,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -1088,2013_GD138,184493,60512.1334032868,5845177767.3923,27.078506898879407,230.9522987324272,-0.0062748718415572,-18.37166890280593,0.0011373764932764,-3421999449.0218806,-4430654809.620701,-1895398593.940122,3.866457074436809,-2.6313289221282283,-1.650388816988191,72592674.82734762,-122531545.90275338,-53116594.63588855,26.07595623678101,12.988039619241617,5.60983555666176,1.3382271284575402,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -1089,2011_OB60,184947,60512.34824621543,5439768710.054508,-25.47125343508078,5.283597262174889,-0.004363044188353,-10.783370804945328,-0.0087514862152078,5394079880.173332,369792857.82231647,-1070772240.6922868,-0.5962155075143639,6.185560834907365,0.9662247226623502,73073701.98681153,-122285585.42336556,-53012113.60837177,25.669017154405424,13.429909729376426,5.647608501697802,1.400865093355279,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1090,2011_OB60,184997,60512.37253209045,5439715331.99168,-25.40570559720883,5.28348917780394,-0.0043793201227727,-10.783583256701425,-0.0087443013879258,5394078629.014262,369805838.1477912,-1070770213.0798228,-0.5962247083860115,6.18555984765066,0.9662263570252314,73127493.07652153,-122257391.44127944,-53000258.642874576,25.601791201997035,13.44155452851972,5.651926122697502,1.4005645656846153,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1091,2011_OB60,185101,60512.42001601914,5439611366.141824,-25.27754538602113,5.283277187646738,-0.0043864840277758,-10.783998134997546,-0.0087302439768639,5394076182.692407,369831217.2725972,-1070766248.6822678,-0.5962426978970661,6.185557917368273,0.9662295525528082,73232260.56731854,-122202242.47006775,-52977053.64358321,25.4728435191798,13.437341180116396,5.660360512956929,1.3999765513105795,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1092,2011_OB60,185123,60512.42989579614,5439589801.67686,-25.25163842027577,5.283233086211661,-0.0043839290446748,-10.784084367203988,-0.0087274472482579,5394075673.728374,369836497.37251353,-1070765423.8917704,-0.5962464405910852,6.185557515775299,0.9662302173826168,73253991.81290257,-122190775.21621244,-52972221.520077005,25.447191735181168,13.432109276220894,5.662112227537782,1.3998542508248355,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1093,2013_GD138,185814,60514.03211913364,5849605612.134327,27.258232860959293,230.94096385141955,-0.005659273084805,-18.369834396788992,0.0008972395047407,-3421365189.3552203,-4431086401.689314,-1895669298.832781,3.866801837380598,-2.6308901252493357,-1.650200871754142,76764213.78426449,-120345755.61742891,-52169480.902722985,25.570380449051537,13.50234990444579,5.9341621646116165,1.3569404684017825,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -1094,2013_GD138,185864,60514.05630506564,5849662636.754182,27.319033291295085,230.9408198978857,-0.0056367317174517,-18.36981253190812,0.0009107110018319,-3421357109.746967,-4431091898.87462,-1895672746.8915496,3.866806228975042,-2.63088453470679,-1.650198477137616,76817668.72172812,-120317472.4859419,-52157076.24572178,25.589316710077437,13.567750345175854,5.938198663425698,1.357178065130747,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -1095,2010_TU149,186518,60523.12984932801,256672242.78221536,15.53902259446985,306.257168427689,-0.3742116770441718,-22.206306879589423,-0.084899963353833,236166020.26943016,-299841136.9618649,-143921032.94472033,14.93298512825099,-4.51521726840622,-2.53280370178536,95626411.4643674,-108219575.53154336,-46913632.36735234,23.05386750039582,17.218704204969598,7.415441867348469,2.397210942481812,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1096,2010_TU149,186783,60523.25325874226,256839801.64548823,15.89059257893574,306.2072835758722,-0.3734723083077754,-22.216627776773684,-0.0823739731181123,236325209.18470928,-299889244.79660577,-143948021.6523371,14.928061854482523,-4.508969621052001,-2.5298047954761507,95871184.03352126,-108034333.78477807,-46834461.07109355,22.827292602791456,17.502967130852877,7.434995461815183,2.4517152612899418,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1097,2010_TU149,186833,60523.2782541312,256874189.9094757,15.956076743375451,306.1972086098705,-0.3727741943542043,-22.218680904693123,-0.0819084021158966,236357445.84887347,-299898980.7287663,-143953484.21018955,14.927064865925775,-4.507704830478895,-2.529197678907202,95920413.53641704,-107996493.0955766,-46818399.72928254,22.762166999450702,17.53881070803588,7.438998763963007,2.4627476212834645,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1098,2010_TU149,188780,60525.25434983074,259656641.57626328,17.013789470024793,305.42481920381005,-0.3637510551995819,-22.3788474778452,-0.0772016074548629,238899157.8109528,-300660063.7249674,-144381203.33435625,14.848459000787903,-4.408396193774041,-2.4815177623744296,99728385.65593588,-105007306.56861664,-45522383.244500585,22.17002375920009,18.214146227699025,7.740417473320297,3.3427184365315163,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1099,2010_TU149,188830,60525.278510157485,259692221.6487806,17.075369503117983,305.41532401675806,-0.363015945884149,-22.380707385929163,-0.076763884569037,238930151.35934195,-300669264.51494324,-144386382.62904882,14.847500502223138,-4.407190240605898,-2.480938634979487,99774599.37421864,-104969249.19795588,-45506221.112564944,22.10576553619144,18.24639374347245,7.744184087513016,3.353697632522285,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1100,2011_OB60,189503,60526.40806071882,5411162333.109048,-21.308199860734614,5.188719723586153,-0.0094938769714144,-10.91757165688369,-0.0102317596333246,5393352325.851476,377307121.0588375,-1069597834.7998384,-0.6015409535241638,6.184989385132781,0.9671721678821036,101900790.79498424,-103202313.14216667,-44742171.27922624,21.406283080437877,18.60425315992583,7.913300737986474,1.1964890274391868,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1101,2011_OB60,189525,60526.41936547634,5411141534.513798,-21.279176651446427,5.1886104589885855,-0.0094862879037132,-10.91768730739847,-0.0102283308003412,5393351738.252104,377313162.6877336,-1069596890.0452996,-0.6015452352187599,6.184988925666924,0.9671729307198782,101921685.51287498,-103184146.62382291,-44734441.10260204,21.37797409864215,18.59326806819269,7.915029491932384,1.1962944605928671,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1102,2012_BB14,189637,60526.99822147213,51635371.72075098,1.28878891820673,213.2773467671114,1.1703596704119184,-16.718087420142776,-0.2919539707371182,61646040.7911513,-129408453.84752284,-59190042.17036851,28.157223618140588,7.862458165766854,4.711460007859997,102989814.91820076,-102274063.69183774,-44336462.65057913,21.758533607458304,18.264937143708952,7.998759620252965,76.70178377725715,1.0627063,0.098754,2.64121,316.78101,255.55235,135.8483,60200,KEP,24.99,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1103,2012_BB14,189687,60527.02259580835,51638141.57506333,1.3406918296057206,213.30717226363203,1.173598629114284,-16.725183614687634,-0.2903455099726256,61705332.34547834,-129391886.05294798,-59180115.61647741,28.15260254897182,7.872154034827684,4.715894723513615,103035655.14698385,-102235531.69332978,-44319614.26744869,21.774782835782023,18.32978332578827,8.002264011316536,76.69543475040682,1.0627063,0.098754,2.64121,316.78101,255.55235,135.8483,60200,KEP,24.99,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1104,2011_OB60,192334,60529.34888739618,5405832521.151875,-20.43266912609657,5.159811288107502,-0.0105183596168365,-10.94810487350171,-0.0104930604909357,5393199329.828747,378878743.884462,-1069352046.1414468,-0.6026548048234808,6.184869852570314,0.9673706630211594,107262320.10499616,-98441048.47475024,-42677320.7302658,20.51119967517972,19.62475185315725,8.336831560974142,1.1455184205220652,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1105,2011_OB60,192384,60529.37306533358,5405789908.654681,-20.36499988395453,5.159552263799346,-0.0105167043467762,-10.948358471225465,-0.0104845447901005,5393198070.80173,378891664.8259643,-1069350025.1855568,-0.6026639626880582,6.184868869729026,0.9673722953908902,107305096.45128852,-98400059.68892238,-42659901.5674224,20.44351009886373,19.61663147696667,8.340368012817748,1.1450801524637422,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1106,2013_GD138,192572,60529.991374572,5888785068.744461,29.3707405170535,230.90346790996648,0.000608670703462,-18.368647089943615,-0.0007249043611065,-3416031844.6560245,-4434711191.747974,-1897943420.3614228,3.869698285040189,-2.6271951563975136,-1.6486176977122045,108390770.71871424,-97373779.747713,-42212031.241307296,20.71432453890675,19.251550413684605,8.425520681895714,1.4575778400201524,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -1107,2013_GD138,192622,60530.01523458575,5888845675.386369,29.42736151983172,230.9034834947404,0.0006323436830143,-18.368664230416723,-0.0007119632169378,-3416023868.037745,-4434716607.182749,-1897946818.6568675,3.8697026114153057,-2.6271896235058665,-1.648615326197591,108433490.36160263,-97334028.0270038,-42194658.64797039,20.729404327681856,19.31478902853431,8.42877285915283,1.457657728354116,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -1108,2010_TU149,192847,60530.124543016944,267297438.67842096,19.372814678446584,303.612909140504,-0.3369056100902618,-22.73121796886996,-0.0667616667879542,245106312.11657405,-302464347.8512195,-145401022.21862233,14.65649608798847,-4.169230062157526,-2.366604317402764,108629205.60842964,-97150163.36869724,-42114983.60020292,20.68538859477845,19.621298960020525,8.443922435827085,5.507681118339009,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1109,2010_TU149,192897,60530.14783410642,267336488.18912837,19.438896289472677,303.6044008290216,-0.3369252958643706,-22.73276738474581,-0.0662853057878394,245135803.17710227,-302472736.0934764,-145405783.78388375,14.655583996916503,-4.168104849117212,-2.366063392310906,108670799.56322835,-97110616.69090536,-42097988.238506265,20.65214653252829,19.682215938771385,8.447203554912909,5.517960904083242,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1110,2010_TU149,193155,60530.27139756271,267545846.3536512,19.772178415107845,303.55938222805355,-0.3344168713563268,-22.74080480355297,-0.0638985824863072,245292227.8276124,-302517199.3595742,-145431026.53867835,14.65074612608154,-4.162138288334394,-2.3631950345991157,108889899.90574352,-96899099.17245352,-42007713.33500219,20.36889472362886,19.91191523572984,8.464845610429215,5.572333363731019,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1111,2010_TU149,193733,60531.08058712318,268925482.781199,19.781371182813764,303.2745268949479,-0.3302500348995755,-22.793246931190662,-0.0650171517701557,246315346.37415376,-302806809.1403986,-145595580.88935634,14.61910268236407,-4.123184432780008,-2.344466522767431,110291128.28738424,-95528962.33364964,-41411985.222179554,20.363028329691648,19.822425865473196,8.575038030304345,5.920170991180719,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1112,2010_TU149,193734,60531.081035872165,268926248.4561015,19.782534476647267,303.274366408801,-0.330256780310132,-22.793276057016588,-0.0650088114061583,246315912.20117223,-302806968.7264096,-145595671.63092428,14.619085181897711,-4.123162923800447,-2.344456180625712,110291916.478035,-95528195.03820926,-41411653.30517232,20.362747416026835,19.82369581828532,8.57509917408713,5.9203660975232175,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1113,2010_TU149,193783,60531.105135956896,268967505.3116931,19.84691888115647,303.26572893055106,-0.3305401368435093,-22.79483724862445,-0.0645464381503781,246346349.6517198,-302815552.3681536,-145600552.44906324,14.61814378128403,-4.122005949815391,-2.343899872482019,110334297.59719595,-95486846.6887653,-41393794.45888911,20.342969678186076,19.8912836227394,8.578398769664663,5.930863419085886,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1114,2010_TU149,193784,60531.10559182045,268968287.24272585,19.84816727884483,303.26556543404905,-0.3305439599267776,-22.794866679737403,-0.0645374610353259,246346925.5443688,-302815714.7572991,-145600644.78858638,14.61812596947611,-4.121984060305126,-2.3438893473145352,110335099.06812468,-95486062.97961904,-41393456.482656926,20.342507988195617,19.89254405136245,8.578461396599602,5.931062059224778,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1115,2010_TU149,194920,60534.189503017005,274497094.73429483,21.626365339122977,302.2155138839904,-0.3101405592802718,-22.97922590126185,-0.0551590442978323,250225651.19698185,-303894352.37425286,-146215709.7920585,14.49814946382678,-3.975429140808101,-2.273397885651031,115502043.01911378,-90085304.18031862,-39052771.57408773,19.069545033228312,21.027002626202883,8.985188732022312,7.223223453608275,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1116,2012_BB14,195697,60540.99736500656,53952166.07957064,2.874306048466043,230.96771117522977,1.149040184225852,-20.06982260947222,-0.172587123135986,93854654.31383611,-116697201.47183844,-52038418.661787696,24.91343860594975,13.011195325498475,7.038783629872142,125768237.7190671,-77332587.54680093,-33523921.924158536,16.479310679707,22.49345627087695,9.791909560646564,72.57122483536796,1.0627063,0.098754,2.64121,316.78101,255.55235,135.8483,60200,KEP,24.99,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1117,2012_BB14,195698,60540.99781472023,53952277.61382486,2.875320487264691,230.96826045892337,1.1490822149006148,-20.069900092890126,-0.172550660382197,93855620.7840258,-116696696.72272688,-52038145.60338878,24.913317350011088,13.01134609751139,7.038850863246839,125768877.01259574,-77331714.92119797,-33523542.05985677,16.47940528955028,22.49467315298818,9.791958088886108,72.57111013601452,1.0627063,0.098754,2.64121,316.78101,255.55235,135.8483,60200,KEP,24.99,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1118,2013_GD138,195700,60540.99871228398,5916819348.926104,29.65818781063044,230.94003680910063,0.0050531863427709,-18.38315726778295,-0.0018392213802525,-3412351044.663959,-4437208282.875532,-1899510636.734139,3.871691702576224,-2.624640428709108,-1.6475223623184063,125770155.61036088,-77329969.5282941,-33522782.32560478,16.479585140075965,22.4971092694367,9.792055166168714,1.4657864505836615,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -1119,2012_BB14,195747,60541.02120857769,53958141.99595205,2.926258889067979,230.99691067926136,1.151630028264116,-20.0739150207263,-0.1707158489462465,93905969.74472332,-116670389.96476984,-52023914.9829449,24.906998243103747,13.01920034921036,7.042353203690536,125802187.89331704,-77286183.04099363,-33503747.584732115,16.479970511638903,22.558954662299637,9.794496235428085,72.5651105386482,1.0627063,0.098754,2.64121,316.78101,255.55235,135.8483,60200,KEP,24.99,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1120,2012_BB14,195748,60541.02165548278,53958255.03846592,2.927192067955275,230.99745876620744,1.1516853568161864,-20.07399132316124,-0.1706821501716913,93906931.66099918,-116669887.15494704,-52023643.00304722,24.906877474771814,13.019350398385054,7.0424201114551535,125802824.36143228,-77285311.77233036,-33503369.312586345,16.479897180592364,22.56019543884637,9.79454492035888,72.56499539743201,1.0627063,0.098754,2.64121,316.78101,255.55235,135.8483,60200,KEP,24.99,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1121,2013_GD138,195750,60541.02254903776,5916880481.857697,29.707419026440768,230.9401641570807,0.0050875488224916,-18.383200970492947,-0.0018277740885106,-3412343071.637152,-4437213687.824087,-1899514029.4949987,3.8716960129050655,-2.6246348924159952,-1.6475199879166191,125804097.28885584,-77283569.0912202,-33502612.762655728,16.47974098776948,22.56267790780494,9.794642311479691,1.465756910091625,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -1122,2012_BB14,195796,60541.04317364262,53963738.120426685,2.970056268150484,231.0238765785046,1.154625686914238,-20.077647105226927,-0.1691296061071999,93953231.55099654,-116645675.68627524,-52010547.1862109,24.90106267885375,13.026572435980809,7.045640385663965,125833457.40900949,-77243313.19382405,-33485157.54967285,16.472599456932006,22.620122817804347,9.796896962394488,72.5594258476793,1.0627063,0.098754,2.64121,316.78101,255.55235,135.8483,60200,KEP,24.99,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1123,2012_BB14,195846,60541.06694888839,53969883.88117914,3.012138013342505,231.05315167115796,1.158457677008348,-20.08164949257646,-0.1675927939492308,94004375.20661151,-116618909.09562196,-51996070.80459968,24.894635324132,13.034549396046584,7.049197110849092,125867279.2072509,-77196780.04450193,-33465030.47031629,16.455958364574357,22.685962247439512,9.79951489098108,72.55320150891663,1.0627063,0.098754,2.64121,316.78101,255.55235,135.8483,60200,KEP,24.99,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1124,2010_TU149,196322,60543.19511484154,292895510.95954174,25.841234508474724,299.56107509153185,-0.243531266239475,-23.387610177975564,-0.0339752196595239,261370844.50494245,-306825626.08116835,-147906614.0789152,14.153187448580267,-3.5636560761962923,-2.075086268386076,128742613.0170756,-72987966.30870214,-31641909.95600356,15.37796798568522,23.48127825649953,10.027450949073128,10.592722029456892,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1125,2010_TU149,196372,60543.21953239419,292950088.3632576,25.89881285164813,299.55460616760206,-0.2427616389872742,-23.388434906928573,-0.033581682659986,261400700.14579156,-306833142.5857347,-147910990.989752,14.152262733527492,-3.562570879248605,-2.0745631317575706,128774987.67481272,-72938390.62474516,-31620752.06699089,15.312343902617028,23.51481554618579,10.030128855113022,10.60110760232103,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1126,2010_TU149,197694,60546.03978822161,299347239.5232995,26.689466214765265,298.85884043228793,-0.2221471638343209,-23.47978568919487,-0.0305603129248669,264835900.8730796,-307685978.07480925,-148409136.2876571,14.045834941806156,-3.438319657666196,-2.014648117200261,132317874.15470816,-67221867.80404104,-29141562.837969925,14.350134115371532,23.83953662250937,10.31391428008236,11.521790096185546,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1127,2010_TU149,197698,60546.04171399457,299351678.77835774,26.6943772271488,298.85837417760933,-0.2221633590186085,-23.47984448557203,-0.0305268080521419,264838236.7621606,-307686549.87810946,-148409471.330672,14.045762551129112,-3.438235577435669,-2.0146075610456697,132320260.75584003,-67217902.37301469,-29139847.41209072,14.348763472034893,23.84481832573241,10.31410267917948,11.522408974964506,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1128,2010_TU149,197744,60546.064340385645,299403921.2444056,26.753481787722848,298.85289171438603,-0.222284507851079,-23.48053068188297,-0.0301233440744325,264865692.56437007,-307693269.96863,-148413409.01600835,14.044911676202824,-3.437247348230535,-2.014130886822432,132348293.47824667,-67171226.15646721,-29119681.45082844,14.328273891043596,23.906198578766507,10.316326956089794,11.529683841261422,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1129,2010_TU149,197748,60546.06643270822,299408757.249795,26.759054546170013,298.8523847075762,-0.2222891484952028,-23.48059366013463,-0.0300852892835912,264868230.9315696,-307693891.1831626,-148413773.0312356,14.04483301017691,-3.437155987462572,-2.014086818670386,132350883.09004982,-67166904.63437147,-29117816.768359806,14.32597621062121,23.911785475353923,10.316533504644134,11.5303564242128,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1130,2010_TU149,197983,60546.1807013377,299674457.7283804,27.063215419721264,298.8247474603834,-0.2208100074127301,-23.48391140197786,-0.0280143122157107,265006859.6783012,-307727798.0003879,-148433644.124548,14.040536739793213,-3.4321674560045032,-2.011680555863615,132491386.57222869,-66929471.52830596,-29015906.872005764,14.108936256935742,24.166194506145384,10.328019221673843,11.567010493461618,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1131,2010_TU149,197985,60546.18160012012,299676559.84316474,27.06542316616341,298.8245310373477,-0.2207853124605715,-23.483936580136245,-0.0279993897201915,265007950.15760744,-307728064.56357294,-148433800.36416927,14.040502944109477,-3.432128222972915,-2.0116616312333515,132492482.3748544,-66927594.39663793,-29015104.65392852,14.106634151354244,24.167638372655095,10.328110893573784,11.56729771560202,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1132,2010_TU149,198033,60546.20468973689,299730605.781797,27.12003553328435,298.81898146875864,-0.2200884754915699,-23.484578750081106,-0.0276313010046537,265035956.0120656,-307734909.6554155,-148437812.5590025,14.039634995953914,-3.431120675364832,-2.011175624604375,132520563.03844866,-66879348.207767874,-28994498.86120965,14.04528276752968,24.20090077180197,10.330470053645149,11.574665375918112,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1133,2010_TU149,198035,60546.20558627757,299732707.616721,27.122069080098072,298.81876623408965,-0.220059052276584,-23.484603529229013,-0.0276176395608124,265037043.99528816,-307735175.5444087,-148437968.41187897,14.03960127744943,-3.4310815353254096,-2.0111567447362475,132521651.46382128,-66877472.5742008,-28993698.23788908,14.042820664854547,24.20204028291808,10.330561872204116,11.57495123729563,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1134,2010_TU149,199505,60548.00384741028,303967194.65993845,27.40372380536478,298.4124134914259,-0.2064836836646813,-23.53404105704981,-0.0272039910346453,267212931.792696,-308262140.2816466,-148747483.1105892,13.972152906998806,-3.353041407328581,-1.9735057447285989,134610910.34121773,-63146778.11657222,-27375251.660808872,13.48560293653252,24.19066861964988,10.4999328829967,12.125095854307585,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1135,2010_TU149,199555,60548.02824711321,304025025.6648148,27.4627026574143,298.40691388654227,-0.2067848120922807,-23.534700043199063,-0.0268063396590425,267242383.66666964,-308269207.2711289,-148751642.65946248,13.971239759647355,-3.351988321697004,-1.972997580240238,134639331.15518814,-63095709.76954249,-27353113.764059093,13.475485631362837,24.25761468754074,10.50217365053784,12.132537011513309,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1136,2011_OB60,201015,60549.277482017504,5377178786.317517,-12.494024621871654,4.893279261168198,-0.0161316094731693,-11.16783820354431,-0.0113235880869314,5392155102.345315,389527933.6633773,-1067685146.1970812,-0.6102084600451311,6.184056560622735,0.9687175407161652,136025457.8880069,-60460267.59772126,-26213360.97867716,12.481481712095103,24.891709845687064,10.615872702807374,0.7470105912977019,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1137,2011_OB60,201184,60549.35856594927,5377092077.520338,-12.264437943439882,4.891946531048036,-0.0161035742894356,-11.168754937593318,-0.0112894038035655,5392150827.205485,389571258.2866602,-1067678359.4790264,-0.6102392246657141,6.184053221789598,0.9687230186083806,136112077.49663967,-60286007.20812815,-26138963.981849365,12.25303870186681,24.84096364376777,10.62349160221165,0.7452450686190148,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1138,2011_OB60,201228,60549.38042576821,5377068966.544252,-12.209061458311416,4.891587953722055,-0.0160808102029984,-11.16900163460566,-0.011281350281279,5392149674.590224,389582938.60785466,-1067676529.7722096,-0.6102475188577308,6.184052321564039,0.9687244954283842,136135168.5399085,-60239116.95589078,-26118897.429987583,12.19947523653161,24.811395559626053,10.625523750126836,0.744770018354396,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1139,2013_GD138,201325,60549.97570600511,5939529718.949348,29.12515439870312,231.0075182208607,0.0085972483961743,-18.404169084470617,-0.002746717430772,-3409347778.3541527,-4439242978.209544,-1900788003.3947089,3.8733124988420697,-2.6225551774093065,-1.6466278578969,136764112.03477758,-58984396.59164285,-25571082.265983272,12.58978286741848,24.53857692825031,10.67587128938687,1.4355891407277517,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -1140,2013_GD138,201346,60549.986701467154,5939557397.582062,29.14750162504609,231.0076179290524,0.0086123415263441,-18.404199254708185,-0.0027413149649182,-3409344099.18904,-4439245469.308901,-1900789567.4855585,3.873314480947379,-2.622552623773778,-1.6466267623143425,136776072.29594105,-58961071.74494056,-25560940.08652663,12.590247608485305,24.56808198141112,10.676806040718605,1.435535380134256,43.6879964,0.1086886,5.43381,57.00856,146.16056,24.30927,60200,KEP,8.14,0.15,2.55,0.92,-0.38,-0.59,-0.7 -1141,2010_TU149,201371,60549.99946723629,308792703.6443472,28.16259663957798,297.9913899071984,-0.1911808462071269,-23.581804884886783,-0.023501961610219,269615379.46250606,-308832827.2761592,-149084157.0456266,13.897647367813097,-3.267419231112881,-1.9321805331045556,136789958.33425245,-58933954.50796894,-25549163.156139694,12.588396111310216,24.602721314847347,10.677896604551552,12.705889016223685,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1142,2010_TU149,201372,60549.99991567282,308793793.7248177,28.163639787407117,297.9912964523812,-0.1911872041766815,-23.58181541220102,-0.0234950078149362,269615917.3502465,-308832953.73644096,-149084231.8276552,13.897630682366833,-3.267400124122015,-1.9321713092880195,136790445.59332153,-58933002.18255837,-25548749.84420727,12.588284138905063,24.60394199178939,10.677934979242345,12.706018242897626,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1143,2010_TU149,201421,60550.02359550674,308851471.23686945,28.220855401798488,297.9863528098898,-0.1914595712415249,-23.582367305846084,-0.0231131789760845,269644347.6576033,-308839637.0171649,-149088184.08633,13.896748762503872,-3.266390255140442,-1.931683798229363,136816191.42731372,-58882597.56034548,-25526901.219800133,12.577807255567324,24.668600553623232,10.67997339650606,12.71285105493044,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1144,2010_TU149,201422,60550.02400892829,308852478.2343797,28.22188616670091,297.98626653079253,-0.1914631813933699,-23.58237685017032,-0.0231062942381382,269644843.4912192,-308839753.5611426,-149088253.0083568,13.896733381491432,-3.2663726433990843,-1.9316752961958077,136816640.239187,-58881717.28539501,-25526520.123426512,12.577545123980435,24.66972654989976,10.680009123344634,12.712970255077716,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1145,2012_BB14,203190,60561.00968537829,60543607.27172553,4.979977194060261,255.3847509674448,1.0541973182146829,-21.883930595365317,-0.0038059938070684,131754952.15203388,-88964400.3880419,-37566979.80960063,18.6714285202054,18.727326614326312,9.53025610407759,145930900.76461267,-34601413.70721643,-15000709.813279746,7.357066100515036,26.4354399020796,11.429619344680486,67.30198742620266,1.0627063,0.098754,2.64121,316.78101,255.55235,135.8483,60200,KEP,24.99,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1146,2012_BB14,203240,60561.03383887129,60554055.04365064,5.031618061005142,255.41221823544467,1.056457345874325,-21.884000518554764,-0.0020070095261829,131793906.66178615,-88925314.59975967,-37547089.73063531,18.663057221418065,18.73297722477143,9.532642074830411,145946227.19510522,-34546182.57584057,-14976856.98755436,7.330225077891612,26.497496836124363,11.430846382682892,67.29706534465728,1.0627063,0.098754,2.64121,316.78101,255.55235,135.8483,60200,KEP,24.99,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1147,2010_TU149,204033,60561.98014383766,340222532.1762522,31.98643264760575,296.1524383367487,-0.1017634410727139,-23.73075349966813,-0.0047239110522559,283771061.1296893,-311956348.4390223,-150959199.44033724,13.457717774007346,-2.773922188928119,-1.6936588374870438,146493616.95576036,-32386153.36794229,-14040315.609752754,6.885808414352644,26.47511869954351,11.475964468941452,15.516150454437277,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1148,2010_TU149,204054,60561.99041649903,340250932.9284566,32.01087535501756,296.1512958865694,-0.1018446386558269,-23.730801247350204,-0.0045711931147765,283783004.5863934,-311958810.09188163,-150960702.46164382,13.45734579370252,-2.773513398889783,-1.6934610145430915,146499726.18612796,-32362642.354486767,-14030129.48057864,6.87983826961382,26.50223291236751,11.476438820474824,15.51813219929998,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1149,2010_TU149,204407,60563.15985034387,343515363.1955973,32.68657801036633,296.0323689385204,-0.0926116210533829,-23.73417383172876,-0.0006850842525254,285140438.9290006,-312236667.6294585,-151130654.6394902,13.415058122543742,-2.727132032995662,-1.671013345498838,147129825.60580647,-29678235.03060481,-12867834.153149948,6.064725589096099,26.96201941065671,11.528469438476126,15.733091549351448,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1150,2010_TU149,204457,60563.18444766805,343584877.15337974,32.73354032902418,296.0298910637837,-0.0918092149028162,-23.73418707562097,-0.0003983712318861,285168944.29582846,-312242461.610881,-151134204.95663452,13.414169884787102,-2.7261597370292754,-1.670542716959074,147142639.52387774,-29620909.557125576,-12843332.827523768,5.993867785531956,26.985260252213408,11.529641029848252,15.737574760938443,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1151,2011_OB60,206359,60565.23078212264,5365108168.041931,-4.902779938937093,4.611862588592351,-0.0189059993883084,-11.346606309276511,-0.0109197268475903,5391309815.629266,398051612.756857,-1066349119.6864046,-0.6162617944943458,6.183389486671031,0.9697916860652313,148094332.42177895,-24900095.841504924,-10797650.719944673,4.848466809022358,27.1808586059178,11.608515328981865,0.4255827124834468,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1152,2011_OB60,206409,60565.25507915272,5365097951.782634,-4.830497513239132,4.611394060676264,-0.0189054765860317,-11.34687147506631,-0.0109073285407686,5391308521.90476,398064593.5133468,-1066347083.8060992,-0.6162710059380256,6.183388458303758,0.9697933173352332,148104433.74630514,-24843041.38049599,-10773280.375393026,4.775447383415411,27.17430107725836,11.609508664883988,0.4251751190443072,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1153,2011_OB60,207090,60566.14846874695,5364738732.239401,-4.636690859288057,4.594494284878334,-0.0189597637166713,-11.35660007280376,-0.0109006480389892,5391260938.883135,398541887.8482481,-1066272223.1415312,-0.6166096814571971,6.183350639376952,0.9698532985203928,148462125.78401157,-22776635.96990609,-9876003.892459145,4.587520244361556,27.21474035839716,11.638658261043409,0.4109154288098702,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1154,2011_OB60,207140,60566.17296898436,5364728987.663018,-4.569523929250839,4.594020138157948,-0.0189869038447742,-11.356866998859283,-0.0108891108922968,5391259633.614268,398554976.96443,-1066270170.1229308,-0.6166189685244517,6.183349602103296,0.969854943450976,148471762.9061572,-22719001.071736403,-9851366.211638028,4.517283285288819,27.238507138461973,11.639575052946414,0.4105280181824026,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1155,2011_OB60,207455,60566.322883315006,5364672633.656492,-4.138164074334197,4.5911142931506745,-0.0189667935656076,-11.358493779390374,-0.010814695658247,5391251646.279084,398635068.8845256,-1066257607.6786366,-0.616675795120582,6.183343254931183,0.9698650087968826,148527390.1541134,-22366188.89408998,-9700566.392848697,4.082948307222481,27.181191888404943,11.645160290984084,0.4081660959492965,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1156,2011_OB60,207505,60566.34552085392,5364664595.59454,-4.082201481619254,4.590676695097499,-0.0189371502486328,-11.358738481652855,-0.0108051247833432,5391250440.137259,398647162.6593738,-1066255710.7535772,-0.6166843757587087,6.183342296499033,0.9698665286611468,148535322.0766528,-22313061.75843561,-9677789.565367218,4.028989084487281,27.144550531922647,11.645970410564244,0.407812356379368,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1157,2012_BB14,207723,60567.01924388093,63187766.59614567,5.517207415830184,262.2863183896722,1.019241576940856,-21.807215271776187,0.0390191046064789,140900572.18862292,-78892178.94574517,-32472611.57906273,16.542106412474403,20.03876260505464,10.077491640230551,148774886.69018734,-20757046.92171286,-8999319.456146356,4.362062899374211,27.04441236849802,11.664620263343842,65.9649437737066,1.0627063,0.098754,2.64121,316.78101,255.55235,135.8483,60200,KEP,24.99,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1158,2010_TU149,209665,60569.085998488736,360482660.7065793,33.90484895762511,295.5930016454146,-0.053410551632989,-23.726199136403803,0.0054718912401802,291953907.3271768,-313573539.08075553,-151957427.5070491,13.202470364427066,-2.496658019360029,-1.5593896194027723,149395828.61252555,-15938585.819176598,-6911305.668994362,3.2316419933304488,27.321347338758788,11.717817463426384,16.66361281115056,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1159,2010_TU149,209715,60569.11017920302,360553553.3445972,33.96093936656698,295.5915972416923,-0.0529098603699285,-23.72606274830747,0.0058051425400099,291981486.410416,-313578753.63600445,-151960684.6058325,13.2016086639608,-2.495732837667345,-1.5589412659307245,149402519.9549537,-15881461.0226475,-6886823.677735758,3.1728830047002576,27.36227141354008,11.718467796102368,16.66701606071555,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1160,2010_TU149,209758,60569.129715667215,360610911.0552336,34.00334388829502,295.5904732354709,-0.0524228574904855,-23.725946854067868,0.0060565366111065,292003766.4277905,-313582965.0998363,-151963315.3544724,13.200912523769585,-2.494985465605242,-1.5585790794346408,149407832.4696126,-15835251.950245928,-6867043.5041253865,3.121354249671211,27.389863050978494,11.719001828046094,16.669754777951862,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1161,2010_TU149,209760,60569.13062050729,360613569.8488227,34.00523420949516,295.59042142472185,-0.0523986057320315,-23.725941367832917,0.0060677301571881,292004798.5152639,-313583160.1642222,-151963437.20839745,13.20088027598534,-2.4949508457102563,-1.5585623021364512,149408076.43830884,-15833110.236638134,-6866127.170821025,3.11889069952374,27.39101487116989,11.719026726770077,16.669881390179853,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1162,2010_TU149,209808,60569.153531560536,360680927.5074064,34.05061089610827,295.5891181706028,-0.051737972318476,-23.72579921955888,0.0063360109521386,292030926.0181364,-313588097.5156985,-151966521.6273572,13.20006391201642,-2.494074464507486,-1.5581375942166769,149414187.27119994,-15778863.195569862,-6842928.609372396,3.0546154580015443,27.41625835877674,11.71966095066976,16.67307845003142,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1163,2010_TU149,209810,60569.15442941701,360683569.3951692,34.052286087496384,295.58906743411984,-0.0517103282948477,-23.72579352537601,0.0063458976458306,292031950.05683154,-313588291.0006437,-151966642.50452614,13.200031915341905,-2.494040116825536,-1.558120948758014,149414424.17005482,-15776736.011724146,-6842019.312401562,3.0520294770330785,27.417090665533863,11.7196859423351,16.67320342226251,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1164,2012_BB14,211014,60572.98004317906,66067133.2485313,5.90678864253181,268.8837503290352,0.9801308091520716,-21.492847032855423,0.0733665021915698,148858597.53398442,-68277470.91072185,-27162599.708390635,14.35114010308588,21.15203328694918,10.528633129411745,150056153.8781023,-6816092.948432561,-2956588.6066317693,1.3866406785361336,27.260562132991534,11.781698350425494,64.76613771295372,1.0627063,0.098754,2.64121,316.78101,255.55235,135.8483,60200,KEP,24.99,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1165,2012_BB14,211035,60572.99128431921,66072883.388295375,5.933232632975556,268.89559391352304,0.9805823356191536,-21.49201771053054,0.0741842857404618,148872533.37082294,-68256927.0534369,-27152373.89422096,14.346946102629245,21.153956656790843,10.52939826640939,150057494.9128926,-6789603.231133131,-2945145.892833817,1.374571591408339,27.288591984324217,11.78183148876632,64.76432924031394,1.0627063,0.098754,2.64121,316.78101,255.55235,135.8483,60200,KEP,24.99,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1166,2012_BB14,211160,60573.0503686595,66103509.83282492,6.0609223147890505,268.9579872069206,0.9852291710866228,-21.48751436581672,0.0781383932854871,148945714.7495101,-68148915.49404621,-27098613.63565012,14.324898464470412,21.164055235863955,10.533414637743654,150064292.4747744,-6649942.477370016,-2884999.4075953467,1.280256707368033,27.42419888139065,11.782599419228443,64.75468598326682,1.0627063,0.098754,2.64121,316.78101,255.55235,135.8483,60200,KEP,24.99,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1167,2012_BB14,211161,60573.050813759786,66103742.898212455,6.061786029751159,268.9584583931881,0.9852776451617252,-21.487479588268982,0.0781652193685976,148946265.49873883,-68148101.79362857,-27098208.654624708,14.324732387221374,21.16413122547307,10.533444853995638,150064341.68089333,-6648888.054360028,-2884546.3901998224,1.2793625796571957,27.42511705733169,11.782605607192204,64.75461214308724,1.0627063,0.098754,2.64121,316.78101,255.55235,135.8483,60200,KEP,24.99,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1168,2012_BB14,211210,60573.07475999782,66116331.50792209,6.105483691379575,268.9838498353053,0.988148956092234,-21.485591221168825,0.0795255290652625,148975892.5830988,-68104311.25436665,-27076414.409100857,14.31579507435058,21.16821879257766,10.535070086517164,150066936.29012936,-6592098.201009006,-2860168.602346714,1.2276430076812188,27.471569453172204,11.78294645683052,64.75060408515606,1.0627063,0.098754,2.64121,316.78101,255.55235,135.8483,60200,KEP,24.99,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1169,2012_BB14,211211,60573.075205076224,66116566.81243745,6.106242687424104,268.9843234762278,0.9882071059781196,-21.485555747485236,0.0795492244604979,148976444.21938905,-68103495.56464884,-27076008.454054847,14.315628605598484,21.1682948960492,10.53510034305792,150066983.5768418,-6591039.584691325,-2859714.553312288,1.226615523071484,27.47237615903861,11.782952944818138,64.75052874938937,1.0627063,0.098754,2.64121,316.78101,255.55235,135.8483,60200,KEP,24.99,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1170,2010_TU149,211246,60573.09248684748,372307943.471654,34.68414939342188,295.4374730473751,-0.027886639826408,-23.698979060769897,0.0097492534068838,296498923.9583232,-314411344.78566325,-152484397.01435924,13.06031869978309,-2.345000806890586,-1.485865867353008,150068784.44548064,-6549998.737465602,-2842121.4912513844,1.1851465235602625,27.501834261066698,11.783207908651477,17.154609629889315,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1171,2010_TU149,211296,60573.116692050455,372380535.6977662,34.73670334537829,295.4367430546893,-0.0273242361029156,-23.698739340912088,0.0100531119655149,296526234.2285865,-314416247.5992059,-152487503.73157474,13.059463625295248,-2.3440943974663195,-1.485426261853038,150071198.1192717,-6492443.5819053445,-2817477.7267341884,1.122171110187549,27.536751572135767,11.783575478680309,17.157357038787712,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1172,2012_BB14,211950,60574.00719383411,66588297.82175823,6.047301862092066,269.99352614419354,0.9754323369171556,-21.416786668453,0.081003135480374,150115145.30535984,-66392636.3854041,-26225183.16141688,13.967049165750533,21.3250524115407,10.597223751197909,150122149.59558088,-4402335.946185517,-1910496.0527060973,0.8466975813045262,27.354142616083344,11.791001112051218,64.57354891790756,1.0627063,0.098754,2.64121,316.78101,255.55235,135.8483,60200,KEP,24.99,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1173,2012_BB14,212000,60574.03168895628,66601154.40572543,6.100757020978084,270.01921475627563,0.9773122434441628,-21.41478224314676,0.0826374259353987,150144694.4074893,-66347501.345701925,-26202754.29391293,13.957868626479414,21.329111142241008,10.598826811032389,150123900.99417526,-4344384.428104648,-1885541.7005254356,0.8069680845938637,27.410220302905696,11.791244973551388,64.5696380659738,1.0627063,0.098754,2.64121,316.78101,255.55235,135.8483,60200,KEP,24.99,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1174,2011_OB60,212430,60574.23672250701,5363042820.26713,-0.3322022379897516,4.437707788879582,-0.0196454046432621,-11.442211247533113,-0.0102551394201696,5390828962.114409,402862884.0653963,-1065594269.9562944,-0.6196745803506858,6.183008374275467,0.9703968291272248,150133674.69637865,-3856271.055085964,-1676639.0697003205,0.2555616467151945,27.598086405254172,11.793747859824055,0.332531085728873,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1175,2011_OB60,212432,60574.23767073891,5363042793.1718445,-0.3294070292931776,4.437688787559058,-0.0196450551783033,-11.44222096916085,-0.0102546288372892,5390828911.3585415,402863390.4987322,-1065594190.4737366,-0.6196749395544172,6.183008334199962,0.9703968929125806,150133695.51389468,-3854010.598060907,-1675673.0765834248,0.2527586688038148,27.597488116964985,11.793759789398026,0.3325287237494407,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1176,2011_OB60,212480,60574.2606951086,5363042204.760963,-0.262500277856646,4.437227419212608,-0.0196326056667232,-11.442456940553956,-0.0102424074109875,5390827678.592133,402875690.7393462,-1065592260.0015346,-0.6196836638921257,6.183007360848918,0.9703984421360136,150134131.49063885,-3799126.5650255634,-1652210.7569553223,0.1860111373366664,27.57875619898818,11.79404563432809,0.3324719163918077,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1177,2011_OB60,212482,60574.26161807139,5363042183.932339,-0.2598663212773095,4.437208931162233,-0.0196319501119011,-11.442466394071952,-0.0102419263000286,5390827629.174049,402876183.817197,-1065592182.6149224,-0.6196840136235555,6.18300732183042,0.970398504239745,150134146.2202494,-3796927.273335329,-1651270.2145832586,0.1833974598072492,27.57784009453917,11.794056915734542,0.3324696622841727,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1178,2011_OB60,212509,60574.27390896737,5363041926.451804,-0.225239981865129,4.436962821267457,-0.0196220996827777,-11.44259222832046,-0.0102356018587438,5390826971.155868,402882749.2856395,-1065591152.1901798,-0.6196886703964393,6.183006802288844,0.970399331170007,150134322.68207955,-3767650.486863656,-1638746.5452962485,0.1491423926275872,27.564465909295546,11.794205608722413,0.3324398253063262,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1179,2011_OB60,212510,60574.27435809689,5363041917.718783,-0.2239890623022055,4.436953812347535,-0.0196216998536246,-11.442596834291589,-0.0102353733937801,5390826947.062342,402882989.6812123,-1065591114.461011,-0.6196888409049138,6.183006783265775,0.9703993614482428,150134328.4567479,-3766578.790336906,-1638287.986307359,0.1479086247428265,27.563935264325497,11.79421099654146,0.3324387391680265,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1180,2011_OB60,212559,60574.29801569611,5363041525.763475,-0.1602208574769282,4.436480492620413,-0.0195969196036985,-11.442838833294555,-0.0102237288891754,5390825680.430201,402895627.5365719,-1065589130.99597,-0.619697804726361,6.183005783204317,0.9704009532143006,150134566.0673727,-3710270.291513127,-1614180.7488529638,0.0853898725452115,27.532134697715605,11.79448787428254,0.3323822963754713,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1181,2011_OB60,212560,60574.298463193634,5363041519.584345,-0.1590548657290185,4.4364715352830935,-0.0195963810464138,-11.442843413474192,-0.0102235160175744,5390825656.443433,402895866.8633724,-1065589093.4344722,-0.6196979744770184,6.183005764265895,0.9704009833581672,150134569.35058364,-3709204.6134461113,-1613724.217472907,0.0842540294777433,27.53146094079188,11.794492987965851,0.3323812402564566,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1182,2012_BB14,212852,60575.01711903627,67107500.90386111,6.146174293303649,271.0778027857864,0.9701536632135752,-21.33620090624413,0.087221952260126,151317316.14185897,-64524674.198796034,-25297665.767744742,13.58775642310524,21.48979424507981,10.662058338258312,150141533.49898243,-2027677.97566242,-881284.466985791,0.3225195855244404,27.396460571267795,11.796889019983723,64.38729049849067,1.0627063,0.098754,2.64121,316.78101,255.55235,135.8483,60200,KEP,24.99,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1183,2012_BB14,212853,60575.01757014205,67107740.43634058,6.147166333367778,271.0782725278747,0.970186956400585,-21.336161562395016,0.087251895514773,151317845.5935697,-64523836.83474021,-25297250.31373188,13.587586692549705,21.489866623852397,10.662086715108202,150141546.05206743,-2026610.414324752,-880824.7846900399,0.321782989224092,27.397488679654845,11.796892079803865,64.38722003867207,1.0627063,0.098754,2.64121,316.78101,255.55235,135.8483,60200,KEP,24.99,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1184,2012_BB14,212902,60575.04132038866,67120407.67476328,6.197411643655499,271.1030346504753,0.9722353452168444,-21.33407106533793,0.0887697794909659,151345717.5764108,-64479736.626317896,-25275370.629336923,13.57864811865834,21.49367664523223,10.663580335460086,150142163.77052125,-1970336.7337685404,-856617.3905636457,0.2789922230217129,27.44938470088763,11.797061959823976,64.3834850909734,1.0627063,0.098754,2.64121,316.78101,255.55235,135.8483,60200,KEP,24.99,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1185,2012_BB14,212903,60575.0417687724,67120647.59552008,6.19831819159546,271.10350226463737,0.9722793877398987,-21.334031290361036,0.0887971972566806,151346243.15335196,-64478904.68266463,-25274957.880275384,13.57847950087103,21.493748485928087,10.66360849614111,150142174.5524933,-1969274.2276312688,-856160.7595819144,0.2781118818960578,27.450317433138466,11.797065323938428,64.38341413133983,1.0627063,0.098754,2.64121,316.78101,255.55235,135.8483,60200,KEP,24.99,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1186,2010_TU149,213034,60575.10458541504,378338597.48730034,35.04870761521439,295.3999869566881,-0.0154557972755021,-23.67933172960889,0.011842643544789,298762967.9850398,-314812439.4258829,-152739512.66043955,12.98939347314909,-2.270052461307314,-1.4495090406984146,150143305.52070817,-1819973.3407378893,-792132.1249890646,0.1314553602281686,27.559658848903627,11.797587078162444,17.361525733718402,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1187,2010_TU149,213035,60575.10503275359,378339951.0802171,35.049652939123945,295.3999794154092,-0.0154451441770259,-23.67932643474175,0.0118480399497256,298763469.58670425,-314812527.08650464,-152739568.63491195,12.98937775071687,-2.270035899583958,-1.4495010051420991,150143310.57470372,-1818908.9531900345,-791676.492751672,0.1302683956688802,27.56026362936384,11.797591095469045,17.36157067130072,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1188,2010_TU149,213084,60575.12849072557,378411035.5932311,35.09688766654019,295.399591369096,-0.0148385144698082,-23.67904528866371,0.0121174629939243,298789792.164532,-314817126.5091986,-152742505.67000178,12.98855267818032,-2.269166815781257,-1.4490793347537765,150143509.95317218,-1763021.0892540682,-767765.2583114328,0.0657954513982226,27.588093028099877,11.797806392064915,17.363921297430455,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1189,2010_TU149,213085,60575.12893801507,378412394.07814753,35.097741193650826,295.399584113366,-0.0148260551376751,-23.679039858948357,0.0121223271774538,298790294.855995,-314817214.3316846,-152742561.75308672,12.988536921374818,-2.2691502190933246,-1.449071282195048,150143512.47537342,-1761953.2222469717,-767308.5980249175,0.0645263350780877,27.58854782778548,11.797810580025338,17.363966036963607,2.2103867,0.8245336,1.9679,58.91911,92.60419,324.21145,60200,KEP,20.7,0.15,2.13,0.65,-0.19,0.14,-0.14 -1190,2012_BB14,213803,60576.05813210718,67650335.32091938,6.306084213274356,272.1870257150712,0.9681036250743116,-21.24702785196022,0.0951420515346457,152521779.4141741,-62584416.81044196,-24335797.351087406,13.19517494868698,21.65403692158632,10.72619174077174,150115621.7393426,421571.8214774249,179986.7642764274,-0.2676218215139527,27.49316044281447,11.799596103199825,64.19967853149163,1.0627063,0.098754,2.64121,316.78101,255.55235,135.8483,60200,KEP,24.99,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1191,2012_BB14,213853,60576.082445765394,67663629.13260019,6.348803452863435,272.2123175662411,0.9710939288744734,-21.2446987292712,0.0964235622145113,152549487.53350288,-62538926.40635528,-24313264.38565273,13.18598732530934,21.657805333771886,10.727656930104,150115000.83733958,479370.8866609327,204773.6314744308,-0.3246151120978388,27.53557221294027,11.799718232499616,64.19582437517559,1.0627063,0.098754,2.64121,316.78101,255.55235,135.8483,60200,KEP,24.99,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1192,2011_OB60,214140,60579.15490091554,5363399424.581231,1.984939763397806,4.340504033841098,-0.0197983297961825,-11.49158524306854,-0.0098139684053426,5390565248.17822,405490181.8791402,-1065181849.4770972,-0.6215384742030516,6.182800469274689,0.9707279842375522,149755175.5262126,7705669.191539783,3336120.1675138506,-2.072302944381209,27.584591297046646,11.785842937701236,0.3466545065302878,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1193,2011_OB60,214190,60579.17929091469,5363403683.023586,2.0569414420095806,4.340011130060917,-0.0198084967199489,-11.491824440362183,-0.009800355138251,5390563938.411583,405503210.7812368,-1065179803.877876,-0.6215477198834111,6.182799437798683,0.9707296275040088,149750730.86972928,7763805.496326004,3360956.32243014,-2.1462021382820726,27.59004356080593,11.785743213943872,0.3468451682808922,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1194,2011_OB60,215598,60582.21461625692,5364154785.976036,3.702268049334649,4.279759458443986,-0.0198056940141849,-11.521049195111871,-0.0094447214263926,5390400786.809457,407124631.01621807,-1064925203.533363,-0.6226985670890783,6.1826709755436,0.9709341836870814,148982491.8847981,14882433.454493089,6446293.1897112215,-3.8034723135531214,27.465820222579893,11.73836866934188,0.3785543357370989,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1195,2011_OB60,215599,60582.21506667406,5364154929.946251,3.7035959765027977,4.279750362654295,-0.0198055003385731,-11.52105344518033,-0.0094444647304452,5390400762.599217,407124871.39558953,-1064925165.783892,-0.6226987377419121,6.182670956481064,0.97093421401957,148982343.97981808,14883501.31997554,6446749.577519995,-3.804805577692457,27.46551079191469,11.738361757809432,0.3785601027776001,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1196,2011_OB60,215648,60582.23954762807,5364162839.311569,3.774741253334757,4.279255702411342,-0.0197905864225247,-11.52128448575312,-0.0094307016376135,5390399445.499063,407137948.5599316,-1064923112.1280226,-0.622708021646983,6.182669919427933,0.9709358641756312,148974220.5068632,14941574.103596596,6471577.671176536,-3.8758690540433904,27.44403124216152,11.737981286003114,0.3788741256900436,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12 -1197,2011_OB60,215649,60582.23999612522,5364162985.772348,3.7760214808756905,4.279246633791008,-0.0197902337288803,-11.521288720081804,-0.0094304537508199,5390399421.342276,407138188.40489936,-1064923074.4624032,-0.6227081919210546,6.18266990040743,0.9709358944407676,148974070.12329823,14942638.746939505,6472033.0295156175,-3.8771409701954433,27.443553642781463,11.737974215035909,0.3788798902525094,103.711231,0.6461554,19.42877,142.66859,226.19366,358.36581,60200,KEP,6.9,0.15,1.72,0.48,-0.11,-0.12,-0.12