From 2f9c81c0b1ec40ee33b20f3a2ab653976a27f121 Mon Sep 17 00:00:00 2001 From: Daniel Heinesen Date: Thu, 4 Apr 2024 15:31:22 +0200 Subject: [PATCH 1/9] start of pmf reader --- setup.cfg | 5 +- .../NILUPMFAbsorptionReader.py | 247 ++++++++++++++++++ .../nilupmfabsorptionreader/__init__.py | 4 + 3 files changed, 254 insertions(+), 2 deletions(-) create mode 100644 src/pyaro_readers/nilupmfabsorptionreader/NILUPMFAbsorptionReader.py create mode 100644 src/pyaro_readers/nilupmfabsorptionreader/__init__.py diff --git a/setup.cfg b/setup.cfg index e713a80..241cbdc 100644 --- a/setup.cfg +++ b/setup.cfg @@ -1,6 +1,6 @@ [metadata] name = pyaro_readers -version = 0.0.3dev +version = 0.0.4dev author = MET Norway description = implementations of pyaerocom reading plugings using pyaro as interface long_description = file: README.md @@ -29,7 +29,7 @@ install_requires = package_dir = =src -packages = pyaro_readers.aeronetsunreader, pyaro_readers.aeronetsdareader, pyaro_readers.ascii2netcdf +packages = pyaro_readers.aeronetsunreader, pyaro_readers.aeronetsdareader, pyaro_readers.ascii2netcdf, pyaro_readers.nilupmfabsorptionreader test_require = tox:tox [options.package_data] @@ -39,6 +39,7 @@ pyaro.timeseries = aeronetsunreader = pyaro_readers.aeronetsunreader:AeronetSunTimeseriesEngine aeronetsdareader = pyaro_readers.aeronetsdareader:AeronetSdaTimeseriesEngine ascii2netcdf = pyaro_readers.ascii2netcdf:Ascii2NetcdfTimeseriesEngine + nilupmfabsorption = pyaro_readers.nilupmfabsorptionreader:NILUPMFAbsorptionTimeseriesEngine [tox:tox] diff --git a/src/pyaro_readers/nilupmfabsorptionreader/NILUPMFAbsorptionReader.py b/src/pyaro_readers/nilupmfabsorptionreader/NILUPMFAbsorptionReader.py new file mode 100644 index 0000000..a799a6f --- /dev/null +++ b/src/pyaro_readers/nilupmfabsorptionreader/NILUPMFAbsorptionReader.py @@ -0,0 +1,247 @@ +import csv +from io import BytesIO +from urllib.parse import urlparse +from urllib.request import urlopen +from zipfile import BadZipFile, ZipFile +from pathlib import Path +import datetime + +from geocoder_reverse_natural_earth import Geocoder_Reverse_NE + +import numpy as np +import requests +from pyaro.timeseries import ( + AutoFilterReaderEngine, + Data, + Flag, + NpStructuredData, + Station, +) +from tqdm import tqdm + +# default URL +# BASE_URL = "https://secondary-data-archive.nilu.no/ebas/gen.h8ds-8596/EIMPs_winter2017-2018_data.zip" +BASE_URL = "/lustre/storeB/project/fou/kl/emep/People/danielh/projects/pyaerocom/obs/nilu_pmf/cameo_2024/EIMPs_winter2017-2018_data/" +ABSORB_FOLDER = "EIMPs_winter_2017_2018_absorption/" +LEVO_FOLDER = "EIMPs_winter_2017_2018_ECOC_Levo/" +METADATA_FILE = "Sites_EBC-campaign.xlsx" +# number of lines to read before the reading is handed to Pythobn's csv reader +HEADER_LINE_NO = 7 +DELIMITER = "," +# +NAN_VAL = -999.0 +# update progress bar every N lines... +PG_UPDATE_LINES = 100 +# main variables to store +LAT_NAME = "Station latitude" +LON_NAME = "Station longitude" +ALT_NAME = "Station altitude" +STAT_CODE = "Station code" +STAT_NAME = "Station name" +DATE_NAME = "Date(dd:mm:yyyy)" +TIME_NAME: str = "Time(hh:mm:ss)" + +BABAS_BB_NAME = "Babs_bb" +BABAS_FF_NAME = "Babs_ff" +EBC_BB_NAME = "eBC_bb" +EBC_FF_NAME = "eBC_ff" + + +NAN_CODE = 999.9999 +NAN_EPS = 1e-2 + + +INDECIES = dict( + PI=1, + DATES=6, + INTERVAL_DAYS=7, + BABAS_BB_UNIT=13, + BABAS_FF_UNIT=14, + EBC_BB_UNIT=15, + EBC_FF_UNIT=16, + START=17, + CODE=18, + NAME=19, + LAT=20, + LON=21, + ALT=22, +) + + +DATA_VARS = [BABAS_BB_NAME, BABAS_FF_NAME, EBC_BB_NAME, EBC_FF_NAME] +COMPUTED_VARS = [] +# The computed variables have to be named after the read ones, otherwise the calculation will fail! +DATA_VARS.extend(COMPUTED_VARS) + +FILL_COUNTRY_FLAG = False + +TS_TYPE_DIFFS = { + "daily": np.timedelta64(12, "h"), + "instantaneous": np.timedelta64(0, "s"), + "points": np.timedelta64(0, "s"), + "monthly": np.timedelta64(15, "D"), +} + + +class NILUPMFAbsorptionReader(AutoFilterReaderEngine.AutoFilterReader): + def __init__( + self, + filename, + filters=[], + fill_country_flag: bool = FILL_COUNTRY_FLAG, + tqdm_desc: [str, None] = None, + ts_type: str = "hourly", + ): + + self._filename = filename + ABSORB_FOLDER + self._stations = {} + self._data = {} + self._set_filters(filters) + self._header = [] + _laststatstr = "" + + files_pathlib = Path(self._filename).glob("*.nas") + files = [x for x in files_pathlib if x.is_file()] + bar = tqdm(desc=tqdm_desc, total=len(files)) + for file in files: + bar.update(1) + with open(file, newline="") as f: + lines = f.readlines() + self._process_file(lines, file) + + # self._data[variable].append( + # value, station, lat, lon, alt, start, end, Flag.VALID, np.nan + # ) + # if not station in self._stations: + # self._stations[station] = Station( + # { + # "station": station, + # "longitude": lon, + # "latitude": lat, + # "altitude": alt, + # "country": country, + # "url": "", + # "long_name": station, + # } + # ) + + def _process_file(self, lines: list[str], file: Path) -> None: + line_index = 0 + data_start_line = int(lines[line_index].split()[0]) + station = lines[INDECIES["CODE"]].split(":")[1].strip() + long_name = lines[INDECIES["NAME"]].split(":")[1].strip() + + station = long_name + + startdate = "".join(lines[INDECIES["DATES"]].split()[:3]) + startdate = datetime.datetime.strptime(startdate, "%Y%m%d") + + lon = float(lines[INDECIES["LON"]].split(":")[1].strip()) + lat = float(lines[INDECIES["LAT"]].split(":")[1].strip()) + alt = float(lines[INDECIES["ALT"]].split(":")[1].strip()[:-1]) + print(station) + if not station in self._stations: + self._stations[station] = Station( + { + "station": station, + "longitude": lon, + "latitude": lat, + "altitude": alt, + "country": self._lookup_function()(lat, lon), + "url": str(file), + "long_name": station, + } + ) + + units = { + BABAS_BB_NAME: lines[INDECIES["BABAS_BB_UNIT"]].split(",")[1].strip(), + BABAS_FF_NAME: lines[INDECIES["BABAS_FF_UNIT"]].split(",")[1].strip(), + EBC_BB_NAME: lines[INDECIES["EBC_BB_UNIT"]].split(",")[1].strip(), + EBC_FF_NAME: lines[INDECIES["EBC_FF_UNIT"]].split(",")[1].strip(), + } + data_index_list = lines[data_start_line - 1].split() + data_indecies = { + BABAS_BB_NAME: data_index_list.index(BABAS_BB_NAME), + BABAS_FF_NAME: data_index_list.index(BABAS_FF_NAME), + EBC_BB_NAME: data_index_list.index(EBC_BB_NAME), + EBC_FF_NAME: data_index_list.index(EBC_FF_NAME), + } + for variable in DATA_VARS: + if variable in self._data: + da = self._data[variable] + if da.units != units[variable]: + raise Exception( + f"unit change from '{da.units}' to {units[variable]}" + ) + else: + da = NpStructuredData(variable, units[variable]) + self._data[variable] = da + + for line in lines[data_start_line:]: + # TODO: This NAN_CODE check doesnt seem to work. Read data still has points with 999.999878 + line_entries = [ + float(x) if abs(float(x) - NAN_CODE) > NAN_EPS else np.nan + for x in line.split() + ] + starttime = startdate + datetime.timedelta( + hours=int(line_entries[0] * 24) + ) # startdate + datetime.timedelta(hours=line_entries[0]) + endtime = startdate + datetime.timedelta(hours=int(line_entries[0] * 24)) + + for key in data_indecies: + value = line_entries[data_indecies[key]] + flag = Flag.VALID if ~np.isnan(value) else Flag.INVALID + self._data[key].append( + value, + station, + lat, + lon, + alt, + starttime, + endtime, + flag, + np.nan, + ) + + def _unfiltered_data(self, varname) -> Data: + return self._data[varname] + + def _unfiltered_stations(self) -> dict[str, Station]: + return self._stations + + def _unfiltered_variables(self) -> list[str]: + return list(self._data.keys()) + + def close(self): + pass + + def is_valid_url(self, url): + try: + result = urlparse(url) + return all([result.scheme, result.netloc]) + except ValueError: + return False + + def _lookup_function(self): + + geo = Geocoder_Reverse_NE() + return lambda lat, lon: geo.lookup_nearest(lat, lon)["ISO_A2_EH"] + + +class NILUPMFAbsorptionTimeseriesEngine(AutoFilterReaderEngine.AutoFilterEngine): + def reader_class(self): + return NILUPMFAbsorptionReader + + def open(self, filename, *args, **kwargs) -> NILUPMFAbsorptionReader: + return self.reader_class()(filename, *args, **kwargs) + + def description(self): + return "Simple reader of Nilu PMF-files using the pyaro infrastructure" + + def url(self): + return "https://github.com/metno/pyaro-readers" + + +if __name__ == "__main__": + file_name = "/lustre/storeB/project/fou/kl/emep/People/danielh/projects/pyaerocom/obs/nilu_pmf/cameo_2024/EIMPs_winter2017-2018_data/" + reader = NILUPMFAbsorptionReader(filename=file_name) diff --git a/src/pyaro_readers/nilupmfabsorptionreader/__init__.py b/src/pyaro_readers/nilupmfabsorptionreader/__init__.py new file mode 100644 index 0000000..ba66eff --- /dev/null +++ b/src/pyaro_readers/nilupmfabsorptionreader/__init__.py @@ -0,0 +1,4 @@ +from .NILUPMFAbsorptionReader import ( + NILUPMFAbsorptionReader, + NILUPMFAbsorptionTimeseriesEngine, +) From 434420bde4849f8a5eb6cee7d6381ad16c79c91c Mon Sep 17 00:00:00 2001 From: Daniel Heinesen Date: Fri, 5 Apr 2024 11:36:39 +0200 Subject: [PATCH 2/9] Basic reading of absoption data works --- .../NILUPMFAbsorptionReader.py | 58 +++++++++---------- 1 file changed, 28 insertions(+), 30 deletions(-) diff --git a/src/pyaro_readers/nilupmfabsorptionreader/NILUPMFAbsorptionReader.py b/src/pyaro_readers/nilupmfabsorptionreader/NILUPMFAbsorptionReader.py index a799a6f..b95aedc 100644 --- a/src/pyaro_readers/nilupmfabsorptionreader/NILUPMFAbsorptionReader.py +++ b/src/pyaro_readers/nilupmfabsorptionreader/NILUPMFAbsorptionReader.py @@ -93,39 +93,37 @@ def __init__( ts_type: str = "hourly", ): - self._filename = filename + ABSORB_FOLDER self._stations = {} self._data = {} self._set_filters(filters) self._header = [] - _laststatstr = "" - - files_pathlib = Path(self._filename).glob("*.nas") - files = [x for x in files_pathlib if x.is_file()] - bar = tqdm(desc=tqdm_desc, total=len(files)) - for file in files: - bar.update(1) - with open(file, newline="") as f: - lines = f.readlines() - self._process_file(lines, file) - - # self._data[variable].append( - # value, station, lat, lon, alt, start, end, Flag.VALID, np.nan - # ) - # if not station in self._stations: - # self._stations[station] = Station( - # { - # "station": station, - # "longitude": lon, - # "latitude": lat, - # "altitude": alt, - # "country": country, - # "url": "", - # "long_name": station, - # } - # ) - - def _process_file(self, lines: list[str], file: Path) -> None: + + if Path(filename).is_file(): + self._filename = filename + self._process_file(self._filename) + + elif Path(filename).is_dir(): + self._filename = filename + ABSORB_FOLDER + files_pathlib = Path(self._filename).glob("*.nas") + files = [x for x in files_pathlib if x.is_file()] + + if len(files) == 0: + raise ValueError( + f"Could not find any nas files in given folder {self._filename}" + ) + bar = tqdm(desc=tqdm_desc, total=len(files)) + for file in files: + bar.update(1) + self._process_file(file) + else: + raise ValueError(f"Given filename {filename} is neither a folder or a file") + + def _process_file(self, file: Path): + with open(file, newline="") as f: + lines = f.readlines() + self._process_open_file(lines, file) + + def _process_open_file(self, lines: list[str], file: Path) -> None: line_index = 0 data_start_line = int(lines[line_index].split()[0]) station = lines[INDECIES["CODE"]].split(":")[1].strip() @@ -178,7 +176,7 @@ def _process_file(self, lines: list[str], file: Path) -> None: self._data[variable] = da for line in lines[data_start_line:]: - # TODO: This NAN_CODE check doesnt seem to work. Read data still has points with 999.999878 + line_entries = [ float(x) if abs(float(x) - NAN_CODE) > NAN_EPS else np.nan for x in line.split() From c59593f73d775dabaa222dd50b6390e961381898 Mon Sep 17 00:00:00 2001 From: Jan Jurgen Griesfeller Date: Wed, 8 May 2024 11:24:42 +0200 Subject: [PATCH 3/9] linting --- .../nilupmfabsorptionreader/NILUPMFAbsorptionReader.py | 3 --- 1 file changed, 3 deletions(-) diff --git a/src/pyaro_readers/nilupmfabsorptionreader/NILUPMFAbsorptionReader.py b/src/pyaro_readers/nilupmfabsorptionreader/NILUPMFAbsorptionReader.py index b95aedc..e182898 100644 --- a/src/pyaro_readers/nilupmfabsorptionreader/NILUPMFAbsorptionReader.py +++ b/src/pyaro_readers/nilupmfabsorptionreader/NILUPMFAbsorptionReader.py @@ -92,7 +92,6 @@ def __init__( tqdm_desc: [str, None] = None, ts_type: str = "hourly", ): - self._stations = {} self._data = {} self._set_filters(filters) @@ -176,7 +175,6 @@ def _process_open_file(self, lines: list[str], file: Path) -> None: self._data[variable] = da for line in lines[data_start_line:]: - line_entries = [ float(x) if abs(float(x) - NAN_CODE) > NAN_EPS else np.nan for x in line.split() @@ -221,7 +219,6 @@ def is_valid_url(self, url): return False def _lookup_function(self): - geo = Geocoder_Reverse_NE() return lambda lat, lon: geo.lookup_nearest(lat, lon)["ISO_A2_EH"] From b70096f38cc9784b2ec72bbe49bab412abef1f39 Mon Sep 17 00:00:00 2001 From: Jan Jurgen Griesfeller Date: Thu, 23 May 2024 12:53:31 +0200 Subject: [PATCH 4/9] add PMF absorption test data --- ...lpitz_absorption_20171201_3mo_PMF_lev3.nas | 2185 +++++++++++++++++ ...pelin_absorption_20171201_3mo_PMF_lev3.nas | 2185 +++++++++++++++++ 2 files changed, 4370 insertions(+) create mode 100644 tests/testdata/PMF_Absorption/Melpitz_absorption_20171201_3mo_PMF_lev3.nas create mode 100644 tests/testdata/PMF_Absorption/Zeppelin_absorption_20171201_3mo_PMF_lev3.nas diff --git a/tests/testdata/PMF_Absorption/Melpitz_absorption_20171201_3mo_PMF_lev3.nas b/tests/testdata/PMF_Absorption/Melpitz_absorption_20171201_3mo_PMF_lev3.nas new file mode 100644 index 0000000..3732c1f --- /dev/null +++ b/tests/testdata/PMF_Absorption/Melpitz_absorption_20171201_3mo_PMF_lev3.nas @@ -0,0 +1,2185 @@ +25, 1001 +Mueller, Thomas; Tuch, Thomas +DE08L, Leibniz Institute for Tropospheric Research, TROPOS,, Permoserstrasse 15,, 04318, Leipzig, Germany +EIMPS Winter campaign (20171201 - 20180301), Aethalometer data (hourly), PMF applied +EMEP CAMPAIGN COLOSSAL +1 1 +2017 12 01 2018 03 01 +0.041667 +days from file reference point +5 +1 1 1 1 1 +999.999999 999.9999 999.9999 999.9999 999.9999 +end_time of measurement, days from the file reference point +Babs_bb, 1/Mm +Babs_ff, 1/Mm +eBC_bb, ug/m3 +eBC_ff, ug/m3 +Startdate: 20171201000000 +Station name: Melpitz +Station latitude: 51.526 +Station longitude: 12.928 +Station altitude: 86.0m +MAC_880nm: 13.5459 +Comment: Conversion factor (MAC_880nm) for Babs to eBC [ug/m3] using colocated EC where available. Should not necessarily be interpreted as "true MAC". 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Markus; Eleftheriadis, Konstantinos +NO01L, Norwegian Institute for Air Research, NILU,, Instituttveien 18,, N-2027, Kjeller, Norway +EIMPS Winter campaign (20171201 - 20180301), Aethalometer data (hourly), PMF applied +EMEP CAMPAIGN COLOSSAL +1 1 +2017 12 01 2018 03 01 +0.041667 +days from file reference point +5 +1 1 1 1 1 +999.999999 999.9999 999.9999 999.9999 999.9999 +end_time of measurement, days from the file reference point +Babs_bb, 1/Mm +Babs_ff, 1/Mm +eBC_bb, ug/m3 +eBC_ff, ug/m3 +Startdate: 20171201000000 +Station name: Zeppelin +Station latitude: 78.907 +Station longitude: 11.887 +Station altitude: 474.0m +MAC_880nm: 7.77 +Comment: Conversion factor (MAC_880nm) for Babs to eBC [ug/m3] using colocated EC where available. Should not necessarily be interpreted as "true MAC". 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89.958333 999.9999 999.9999 999.9999 999.9999 +89.958333 90.000000 999.9999 999.9999 999.9999 999.9999 From e85480a4d62b152073215f5adec3f16e6d2acfe5 Mon Sep 17 00:00:00 2001 From: Jan Jurgen Griesfeller Date: Thu, 23 May 2024 13:31:05 +0200 Subject: [PATCH 5/9] add more PMF absorption test data --- ...tiala_absorption_20171201_3mo_PMF_lev3.nas | 2185 +++++++++++++++++ ...eHead_absorption_20171201_3mo_PMF_lev3.nas | 2185 +++++++++++++++++ ...yerne_absorption_20171201_3mo_PMF_lev3.nas | 2185 +++++++++++++++++ 3 files changed, 6555 insertions(+) create mode 100644 tests/testdata/PMF_Absorption/Hyytiala_absorption_20171201_3mo_PMF_lev3.nas create mode 100644 tests/testdata/PMF_Absorption/MaceHead_absorption_20171201_3mo_PMF_lev3.nas create mode 100644 tests/testdata/PMF_Absorption/Payerne_absorption_20171201_3mo_PMF_lev3.nas diff --git a/tests/testdata/PMF_Absorption/Hyytiala_absorption_20171201_3mo_PMF_lev3.nas b/tests/testdata/PMF_Absorption/Hyytiala_absorption_20171201_3mo_PMF_lev3.nas new file mode 100644 index 0000000..4f23986 --- /dev/null +++ b/tests/testdata/PMF_Absorption/Hyytiala_absorption_20171201_3mo_PMF_lev3.nas @@ -0,0 +1,2185 @@ +25, 1001 +Kulmala, Markku; Petaja, Tuukka; Virkkula, Aki; Luoma, Krista +FI03L, University of Helsinki, UHEL, Division of Atmospheric Sciences, PO BOX 64,, FI-00014, Helsinki, Finland +EIMPS Winter campaign (20171201 - 20180301), Aethalometer data (hourly), PMF applied +EMEP CAMPAIGN COLOSSAL +1 1 +2017 12 01 2018 03 01 +0.041667 +days from file reference point +5 +1 1 1 1 1 +999.999999 999.9999 999.9999 999.9999 999.9999 +end_time of measurement, days from the file reference point +Babs_bb, 1/Mm +Babs_ff, 1/Mm +eBC_bb, ug/m3 +eBC_ff, ug/m3 +Startdate: 20171201000000 +Station name: Hyytiala +Station latitude: 61.850 +Station longitude: 24.283 +Station altitude: 181.0m +MAC_880nm: 20.0431 +Comment: Conversion factor (MAC_880nm) for Babs to eBC [ug/m3] using colocated EC where available. Should not necessarily be interpreted as "true MAC". 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--- /dev/null +++ b/tests/testdata/PMF_Absorption/MaceHead_absorption_20171201_3mo_PMF_lev3.nas @@ -0,0 +1,2185 @@ +25, 1001 +Martin, Damien +IE04L, "National University of Ireland, Galway", NUIG, School of Physics, University Road, , , Galway, Ireland +EIMPS Winter campaign (20171201 - 20180301), Aethalometer data (hourly), PMF applied +EMEP CAMPAIGN COLOSSAL +1 1 +2017 12 01 2018 03 01 +0.041667 +days from file reference point +5 +1 1 1 1 1 +999.999999 999.9999 999.9999 999.9999 999.9999 +end_time of measurement, days from the file reference point +Babs_bb, 1/Mm +Babs_ff, 1/Mm +eBC_bb, ug/m3 +eBC_ff, ug/m3 +Startdate: 20171201000000 +Station name: MaceHead +Station latitude: 53.326 +Station longitude: -9.899 +Station altitude: 5.0m +MAC_880nm: 7.77 +Comment: Conversion factor (MAC_880nm) for Babs to eBC [ug/m3] using colocated EC where available. Should not necessarily be interpreted as "true MAC". 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0.3137 0.1359 0.0404 0.0175 +89.916667 89.958333 0.3240 0.1129 0.0417 0.0145 +89.958333 90.000000 0.3414 0.1091 0.0439 0.0140 diff --git a/tests/testdata/PMF_Absorption/Payerne_absorption_20171201_3mo_PMF_lev3.nas b/tests/testdata/PMF_Absorption/Payerne_absorption_20171201_3mo_PMF_lev3.nas new file mode 100644 index 0000000..e7d0de0 --- /dev/null +++ b/tests/testdata/PMF_Absorption/Payerne_absorption_20171201_3mo_PMF_lev3.nas @@ -0,0 +1,2185 @@ +25, 1001 +Hueglin, Christoph +CH01L, Swiss Federal Laboratories for Materials Science and Technology, EMPA, , , ,CH-8600, Duebendorf, Switzerland +EIMPS Winter campaign (20171201 - 20180301), Aethalometer data (hourly), PMF applied +EMEP CAMPAIGN COLOSSAL +1 1 +2017 12 01 2018 03 01 +0.041667 +days from file reference point +5 +1 1 1 1 1 +999.999999 999.9999 999.9999 999.9999 999.9999 +end_time of measurement, days from the file reference point +Babs_bb, 1/Mm +Babs_ff, 1/Mm +eBC_bb, ug/m3 +eBC_ff, ug/m3 +Startdate: 20171201000000 +Station name: Payerne +Station latitude: 46.813 +Station longitude: 6.945 +Station altitude: 489.0m +MAC_880nm: 14.4398 +Comment: Conversion factor (MAC_880nm) for Babs to eBC [ug/m3] using colocated EC where available. Should not necessarily be interpreted as "true MAC". 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8.4651 5.6492 0.5862 0.3912 +89.833333 89.875000 8.8673 5.6175 0.6141 0.3890 +89.875000 89.916667 9.3149 5.8536 0.6451 0.4054 +89.916667 89.958333 10.0719 6.1747 0.6975 0.4276 +89.958333 90.000000 10.3737 6.4527 0.7184 0.4469 From 8eaf8ac86e9f59521a76858591871144225e2d05 Mon Sep 17 00:00:00 2001 From: Jan Jurgen Griesfeller Date: Thu, 23 May 2024 13:31:37 +0200 Subject: [PATCH 6/9] 1st working reader --- setup.cfg | 2 +- .../NILUPMFAbsorptionReader.py | 77 ++++++++++--------- tests/test_NILUPMFAbsorptionReader.py | 42 ++++++++++ 3 files changed, 83 insertions(+), 38 deletions(-) create mode 100644 tests/test_NILUPMFAbsorptionReader.py diff --git a/setup.cfg b/setup.cfg index 94cb186..de8eece 100644 --- a/setup.cfg +++ b/setup.cfg @@ -1,6 +1,6 @@ [metadata] name = pyaro_readers -version = 0.0.8dev +version = 0.0.8dev1 author = MET Norway description = implementations of pyaerocom reading plugings using pyaro as interface long_description = file: README.md diff --git a/src/pyaro_readers/nilupmfabsorptionreader/NILUPMFAbsorptionReader.py b/src/pyaro_readers/nilupmfabsorptionreader/NILUPMFAbsorptionReader.py index e182898..6cd4d33 100644 --- a/src/pyaro_readers/nilupmfabsorptionreader/NILUPMFAbsorptionReader.py +++ b/src/pyaro_readers/nilupmfabsorptionreader/NILUPMFAbsorptionReader.py @@ -21,36 +21,40 @@ # default URL # BASE_URL = "https://secondary-data-archive.nilu.no/ebas/gen.h8ds-8596/EIMPs_winter2017-2018_data.zip" -BASE_URL = "/lustre/storeB/project/fou/kl/emep/People/danielh/projects/pyaerocom/obs/nilu_pmf/cameo_2024/EIMPs_winter2017-2018_data/" -ABSORB_FOLDER = "EIMPs_winter_2017_2018_absorption/" -LEVO_FOLDER = "EIMPs_winter_2017_2018_ECOC_Levo/" -METADATA_FILE = "Sites_EBC-campaign.xlsx" +# BASE_URL = "/lustre/storeB/project/fou/kl/emep/People/danielh/projects/pyaerocom/obs/nilu_pmf/cameo_2024/EIMPs_winter2017-2018_data/" +# ABSORB_FOLDER = "EIMPs_winter_2017_2018_absorption/" +# LEVO_FOLDER = "EIMPs_winter_2017_2018_ECOC_Levo/" +# METADATA_FILE = "Sites_EBC-campaign.xlsx" # number of lines to read before the reading is handed to Pythobn's csv reader HEADER_LINE_NO = 7 DELIMITER = "," # -NAN_VAL = -999.0 +# NAN_VAL = -999.0 # update progress bar every N lines... -PG_UPDATE_LINES = 100 +# PG_UPDATE_LINES = 100 # main variables to store -LAT_NAME = "Station latitude" -LON_NAME = "Station longitude" -ALT_NAME = "Station altitude" -STAT_CODE = "Station code" -STAT_NAME = "Station name" -DATE_NAME = "Date(dd:mm:yyyy)" -TIME_NAME: str = "Time(hh:mm:ss)" +# LAT_NAME = "Station latitude" +# LON_NAME = "Station longitude" +# ALT_NAME = "Station altitude" +# STAT_CODE = "Station code" +# STAT_NAME = "Station name" +# DATE_NAME = "Date(dd:mm:yyyy)" +# TIME_NAME: str = "Time(hh:mm:ss)" BABAS_BB_NAME = "Babs_bb" BABAS_FF_NAME = "Babs_ff" EBC_BB_NAME = "eBC_bb" EBC_FF_NAME = "eBC_ff" - +# in principle this has to be read from the file since it's allowed to vary over the +# different variables. But since these NASA-AMES files are not compatible with +# EBAS NASA-AMES files we stick to this for now NAN_CODE = 999.9999 NAN_EPS = 1e-2 - +# in principle WRONG since line indices are not absolute in NASA-AMES files +# But since these NASA-AMES files are not compatible with EBAS NASA-AMES files +# we stick to this for now INDECIES = dict( PI=1, DATES=6, @@ -60,20 +64,20 @@ EBC_BB_UNIT=15, EBC_FF_UNIT=16, START=17, - CODE=18, - NAME=19, - LAT=20, - LON=21, - ALT=22, + NAME=18, + LAT=19, + LON=20, + ALT=21, ) +FILE_MASK = "*.nas" DATA_VARS = [BABAS_BB_NAME, BABAS_FF_NAME, EBC_BB_NAME, EBC_FF_NAME] COMPUTED_VARS = [] # The computed variables have to be named after the read ones, otherwise the calculation will fail! DATA_VARS.extend(COMPUTED_VARS) -FILL_COUNTRY_FLAG = False +FILL_COUNTRY_FLAG = True TS_TYPE_DIFFS = { "daily": np.timedelta64(12, "h"), @@ -90,6 +94,7 @@ def __init__( filters=[], fill_country_flag: bool = FILL_COUNTRY_FLAG, tqdm_desc: [str, None] = None, + file_mask: str = FILE_MASK, ts_type: str = "hourly", ): self._stations = {} @@ -99,11 +104,10 @@ def __init__( if Path(filename).is_file(): self._filename = filename - self._process_file(self._filename) + self._process_file(self._filename, fill_country_flag) elif Path(filename).is_dir(): - self._filename = filename + ABSORB_FOLDER - files_pathlib = Path(self._filename).glob("*.nas") + files_pathlib = Path(filename).glob(file_mask) files = [x for x in files_pathlib if x.is_file()] if len(files) == 0: @@ -113,19 +117,20 @@ def __init__( bar = tqdm(desc=tqdm_desc, total=len(files)) for file in files: bar.update(1) - self._process_file(file) + self._process_file(file, fill_country_flag) else: raise ValueError(f"Given filename {filename} is neither a folder or a file") - def _process_file(self, file: Path): + def _process_file(self, file: Path, fill_country_flag: bool = FILL_COUNTRY_FLAG): with open(file, newline="") as f: lines = f.readlines() - self._process_open_file(lines, file) + self._process_open_file(lines, file, fill_country_flag) - def _process_open_file(self, lines: list[str], file: Path) -> None: + def _process_open_file( + self, lines: list[str], file: Path, fill_country_flag: bool = FILL_COUNTRY_FLAG + ) -> None: line_index = 0 - data_start_line = int(lines[line_index].split()[0]) - station = lines[INDECIES["CODE"]].split(":")[1].strip() + data_start_line = int(lines[line_index].replace(",", "").split()[0]) long_name = lines[INDECIES["NAME"]].split(":")[1].strip() station = long_name @@ -136,15 +141,18 @@ def _process_open_file(self, lines: list[str], file: Path) -> None: lon = float(lines[INDECIES["LON"]].split(":")[1].strip()) lat = float(lines[INDECIES["LAT"]].split(":")[1].strip()) alt = float(lines[INDECIES["ALT"]].split(":")[1].strip()[:-1]) - print(station) + country = "NN" if not station in self._stations: + if fill_country_flag: + country = self._lookup_function()(lat, lon) + self._stations[station] = Station( { "station": station, "longitude": lon, "latitude": lat, "altitude": alt, - "country": self._lookup_function()(lat, lon), + "country": country, "url": str(file), "long_name": station, } @@ -235,8 +243,3 @@ def description(self): def url(self): return "https://github.com/metno/pyaro-readers" - - -if __name__ == "__main__": - file_name = "/lustre/storeB/project/fou/kl/emep/People/danielh/projects/pyaerocom/obs/nilu_pmf/cameo_2024/EIMPs_winter2017-2018_data/" - reader = NILUPMFAbsorptionReader(filename=file_name) diff --git a/tests/test_NILUPMFAbsorptionReader.py b/tests/test_NILUPMFAbsorptionReader.py new file mode 100644 index 0000000..a5d519b --- /dev/null +++ b/tests/test_NILUPMFAbsorptionReader.py @@ -0,0 +1,42 @@ +import unittest +import os + +import pyaro +import pyaro.timeseries + + +class TestPMFEBASTimeSeriesReader(unittest.TestCase): + engine = "nilupmfabsorption" + + file = os.path.join( + os.path.dirname(os.path.realpath(__file__)), + "testdata", + "PMF_Absorption", + "Zeppelin_absorption_20171201_3mo_PMF_lev3.nas", + ) + + test_vars = ["Babs_bb", "Babs_ff", "eBC_bb", "eBC_ff"] + + testdata_dir = os.path.join( + os.path.dirname(os.path.realpath(__file__)), "testdata", "PMF_Absorption" + ) + + def test_0engine(self): + self.assertIn(self.engine, pyaro.list_timeseries_engines()) + + def test_1open_single_file(self): + with pyaro.open_timeseries(self.engine, self.file, filters=[]) as ts: + self.assertGreaterEqual(len(ts.variables()), 1) + for var in ts.variables(): + assert var in self.test_vars + self.assertEqual(len(ts.stations()), 1) + + def test_2open_directory(self): + with pyaro.open_timeseries(self.engine, self.testdata_dir, filters=[]) as ts: + self.assertGreaterEqual(len(ts.variables()), 1) + for var in ts.variables(): + assert var in self.test_vars + + +if __name__ == "__main__": + unittest.main() From 7fe0e2fcb40d9a4fd31635cd730b2068d73fb6fa Mon Sep 17 00:00:00 2001 From: Jan Jurgen Griesfeller Date: Thu, 23 May 2024 13:32:21 +0200 Subject: [PATCH 7/9] allow additional comma in 1st line of a NASA-AMES file --- src/pyaro_readers/nilupmfebas/ebas_nasa_ames.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/pyaro_readers/nilupmfebas/ebas_nasa_ames.py b/src/pyaro_readers/nilupmfebas/ebas_nasa_ames.py index c0dd328..bfd747e 100644 --- a/src/pyaro_readers/nilupmfebas/ebas_nasa_ames.py +++ b/src/pyaro_readers/nilupmfebas/ebas_nasa_ames.py @@ -132,7 +132,7 @@ class NasaAmesHeader: # conversion methods for first 13 header lines of CONV_STR = lambda l: str(l.strip()) CONV_PI = lambda l: "; ".join([x.strip() for x in l.split(";")]) - CONV_MULTIINT = lambda l: [int(x) for x in l.strip().split()] + CONV_MULTIINT = lambda l: [int(x) for x in l.replace(",", "").strip().split()] CONV_MULTIFLOAT = lambda l: [float(x) for x in l.strip().split()] CONV_INT = lambda l: int(l.strip()) CONV_FLOAT = lambda l: float(l.strip()) From 6eadb08589cd6c1fd08229f24e451637b921973f Mon Sep 17 00:00:00 2001 From: Jan Jurgen Griesfeller Date: Thu, 23 May 2024 13:44:33 +0200 Subject: [PATCH 8/9] remove clutter --- .../NILUPMFAbsorptionReader.py | 47 ++++--------------- 1 file changed, 9 insertions(+), 38 deletions(-) diff --git a/src/pyaro_readers/nilupmfabsorptionreader/NILUPMFAbsorptionReader.py b/src/pyaro_readers/nilupmfabsorptionreader/NILUPMFAbsorptionReader.py index 6cd4d33..cd75c91 100644 --- a/src/pyaro_readers/nilupmfabsorptionreader/NILUPMFAbsorptionReader.py +++ b/src/pyaro_readers/nilupmfabsorptionreader/NILUPMFAbsorptionReader.py @@ -1,15 +1,10 @@ -import csv -from io import BytesIO from urllib.parse import urlparse -from urllib.request import urlopen -from zipfile import BadZipFile, ZipFile from pathlib import Path import datetime from geocoder_reverse_natural_earth import Geocoder_Reverse_NE import numpy as np -import requests from pyaro.timeseries import ( AutoFilterReaderEngine, Data, @@ -19,28 +14,6 @@ ) from tqdm import tqdm -# default URL -# BASE_URL = "https://secondary-data-archive.nilu.no/ebas/gen.h8ds-8596/EIMPs_winter2017-2018_data.zip" -# BASE_URL = "/lustre/storeB/project/fou/kl/emep/People/danielh/projects/pyaerocom/obs/nilu_pmf/cameo_2024/EIMPs_winter2017-2018_data/" -# ABSORB_FOLDER = "EIMPs_winter_2017_2018_absorption/" -# LEVO_FOLDER = "EIMPs_winter_2017_2018_ECOC_Levo/" -# METADATA_FILE = "Sites_EBC-campaign.xlsx" -# number of lines to read before the reading is handed to Pythobn's csv reader -HEADER_LINE_NO = 7 -DELIMITER = "," -# -# NAN_VAL = -999.0 -# update progress bar every N lines... -# PG_UPDATE_LINES = 100 -# main variables to store -# LAT_NAME = "Station latitude" -# LON_NAME = "Station longitude" -# ALT_NAME = "Station altitude" -# STAT_CODE = "Station code" -# STAT_NAME = "Station name" -# DATE_NAME = "Date(dd:mm:yyyy)" -# TIME_NAME: str = "Time(hh:mm:ss)" - BABAS_BB_NAME = "Babs_bb" BABAS_FF_NAME = "Babs_ff" EBC_BB_NAME = "eBC_bb" @@ -79,15 +52,13 @@ FILL_COUNTRY_FLAG = True -TS_TYPE_DIFFS = { - "daily": np.timedelta64(12, "h"), - "instantaneous": np.timedelta64(0, "s"), - "points": np.timedelta64(0, "s"), - "monthly": np.timedelta64(15, "D"), -} - class NILUPMFAbsorptionReader(AutoFilterReaderEngine.AutoFilterReader): + """reading class for NILU PMF absortion data (campeign) + WARNING: although the data is in NASA AMES format, it's not in EBAS + NASA AMES format and therefore can't be read with the standard EBAS reader + """ + def __init__( self, filename, @@ -187,9 +158,7 @@ def _process_open_file( float(x) if abs(float(x) - NAN_CODE) > NAN_EPS else np.nan for x in line.split() ] - starttime = startdate + datetime.timedelta( - hours=int(line_entries[0] * 24) - ) # startdate + datetime.timedelta(hours=line_entries[0]) + starttime = startdate + datetime.timedelta(hours=int(line_entries[0] * 24)) endtime = startdate + datetime.timedelta(hours=int(line_entries[0] * 24)) for key in data_indecies: @@ -239,7 +208,9 @@ def open(self, filename, *args, **kwargs) -> NILUPMFAbsorptionReader: return self.reader_class()(filename, *args, **kwargs) def description(self): - return "Simple reader of Nilu PMF-files using the pyaro infrastructure" + return ( + "Simple reader of Nilu PMF absortion files using the pyaro infrastructure" + ) def url(self): return "https://github.com/metno/pyaro-readers" From 76997a45378ac4701f3d6f4ba3fbb3ec1433ce02 Mon Sep 17 00:00:00 2001 From: Jan Jurgen Griesfeller Date: Thu, 23 May 2024 14:04:20 +0200 Subject: [PATCH 9/9] adjust version so the changes are directly mergeable --- setup.cfg | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/setup.cfg b/setup.cfg index de8eece..f4414e4 100644 --- a/setup.cfg +++ b/setup.cfg @@ -1,6 +1,6 @@ [metadata] name = pyaro_readers -version = 0.0.8dev1 +version = 0.0.8 author = MET Norway description = implementations of pyaerocom reading plugings using pyaro as interface long_description = file: README.md