diff --git a/config.defaults.yaml b/config.defaults.yaml index 7c079f06..d0dc520d 100644 --- a/config.defaults.yaml +++ b/config.defaults.yaml @@ -484,16 +484,16 @@ kowalski: - { "$project": { - "cutoutScience": 0, - "cutoutTemplate": 0, - "cutoutDifference": 0, + "cutout_science": 0, + "cutout_template": 0, + "cutout_difference": 0, }, } - { "$lookup": { "from": "WNTR_alerts_aux", - "localField": "objectId", + "localField": "objectid", "foreignField": "_id", "as": "aux", }, @@ -523,7 +523,7 @@ kowalski: }, "schemavsn": 1, "publisher": 1, - "objectId": 1, + "objectid": 1, "candid": 1, "candidate": 1, "classifications": 1, @@ -1233,7 +1233,6 @@ kowalski: lifetime_restart: true dask_wntr: - # TODO verify! can't used PGIR's host: 127.0.0.1 scheduler_port: 8784 dashboard_address: :8785 diff --git a/data/wntr_alerts/20220815/2459303860000.avro b/data/wntr_alerts/20220815/2459303860000.avro deleted file mode 100644 index dacea31c..00000000 --- a/data/wntr_alerts/20220815/2459303860000.avro +++ /dev/null @@ -1,254 +0,0 @@ -Objavro.codecnullavro.schema{"type": "record", "version": "0.1", "name": "alert", "namespace": "winter", "fields": [{"type": "string", "name": "schemavsn", "doc": "schema version used"}, {"type": "string", "name": "publisher", "doc": "origin of alert packet"}, {"type": "string", "name": "objectId"}, {"type": "long", "name": "candid"}, {"type": {"type": "record", "version": "0.4", "name": "candidate", "namespace": "winter.alert", "fields": [{"type": "double", "name": "jd", "doc": "Observation Julian date at start of exposure [days]"}, {"type": ["float", "null"], "name": "diffmaglim", "default": null, "doc": "Expected 5-sigma mag limit in difference image based on global noise estimate [mag]"}, {"type": "int", "name": "fid", "default": null, "doc": "Filter ID (0=Y; 1=J; 2=H; 3=K)"}, {"type": ["string", "null"], "name": "programpi", "default": null, "doc": "Principal investigator attached to program ID"}, {"type": "int", "name": "programid", "default": null, "doc": "Program ID: encodes either public, collab, or caltech mode"}, {"type": "long", "name": "candid", "doc": "Candidate ID from operations DB"}, {"type": ["float"], "name": "isdiffpos", "doc": "t or 1 => candidate is from positive (sci minus ref) subtraction; f or 0 => candidate is from negative (ref minus sci) subtraction"}, {"type": ["int", "null"], "name": "field", "default": null, "doc": "ZTF field ID"}, {"type": ["float", "null"], "name": "xpos", "default": null, "doc": "x-image position of candidate [pixels]"}, {"type": ["float", "null"], "name": "ypos", "default": null, "doc": "y-image position of candidate [pixels]"}, {"type": "double", "name": "ra", "doc": "Right Ascension of candidate; J2000 [deg]"}, {"type": "double", "name": "dec", "doc": "Declination of candidate; J2000 [deg]"}, {"type": "float", "name": "magpsf", "doc": "Magnitude from PSF-fit photometry [mag]"}, {"type": "float", "name": "sigmapsf", "doc": "1-sigma uncertainty in magpsf [mag]"}, {"type": ["float", "null"], "name": "chipsf", "default": null, "doc": "Reduced chi-square for PSF-fit"}, {"type": ["float", "null"], "name": "magap", "default": null, "doc": "Aperture mag using 14 pixel diameter aperture [mag]"}, {"type": ["float", "null"], "name": "sigmagap", "default": null, "doc": "1-sigma uncertainty in magap [mag]"}, {"type": ["float", "null"], "name": "distnr", "default": null, "doc": "distance to nearest source in reference image PSF-catalog [pixels]"}, {"type": ["float", "null"], "name": "magnr", "default": null, "doc": "magnitude of nearest source in reference image PSF-catalog [mag]"}, {"type": ["float", "null"], "name": "sigmagnr", "default": null, "doc": "1-sigma uncertainty in magnr [mag]"}, {"type": ["float", "null"], "name": "chinr", "default": null, "doc": "DAOPhot chi parameter of nearest source in reference image PSF-catalog"}, {"type": ["float", "null"], "name": "sharpnr", "default": null, "doc": "DAOPhot sharp parameter of nearest source in reference image PSF-catalog"}, {"type": ["float", "null"], "name": "sky", "default": null, "doc": "Local sky background estimate [DN]"}, {"type": ["float", "null"], "name": "magdiff", "default": null, "doc": "Difference: magap - magpsf [mag]"}, {"type": ["float", "null"], "name": "fwhm", "default": null, "doc": "Full Width Half Max assuming a Gaussian core, from SExtractor [pixels]"}, {"type": ["float", "null"], "name": "classtar", "default": null, "doc": "Star/Galaxy classification score from SExtractor"}, {"type": ["float", "null"], "name": "mindtoedge", "default": null, "doc": "Distance to nearest edge in image [pixels]"}, {"type": ["float", "null"], "name": "magfromlim", "default": null, "doc": "Difference: diffmaglim - magap [mag]"}, {"type": ["float", "null"], "name": "seeratio", "default": null, "doc": "Ratio: difffwhm / fwhm"}, {"type": ["float", "null"], "name": "aimage", "default": null, "doc": "Windowed profile RMS afloat major axis from SExtractor [pixels]"}, {"type": ["float", "null"], "name": "bimage", "default": null, "doc": "Windowed profile RMS afloat minor axis from SExtractor [pixels]"}, {"type": ["float", "null"], "name": "aimagerat", "default": null, "doc": "Ratio: aimage / fwhm"}, {"type": ["float", "null"], "name": "bimagerat", "default": null, "doc": "Ratio: bimage / fwhm"}, {"type": ["float", "null"], "name": "elong", "default": null, "doc": "Ratio: aimage / bimage"}, {"type": ["int", "null"], "name": "nneg", "default": null, "doc": "number of negative pixels in a 5 x 5 pixel stamp"}, {"type": ["int", "null"], "name": "nbad", "default": null, "doc": "number of prior-tagged bad pixels in a 5 x 5 pixel stamp"}, {"type": ["float", "null"], "name": "rb", "default": null, "doc": "RealBogus quality score from Random Forest classifier; range is 0 to 1 where closer to 1 is more reliable"}, {"type": ["string", "null"], "name": "rbversion", "default": null, "doc": "version of Random Forest classifier model used to assign RealBogus (rb) quality score"}, {"type": ["float", "null"], "name": "ssdistnr", "default": null, "doc": "distance to nearest known solar system object if exists within 30 arcsec [arcsec]"}, {"type": ["float", "null"], "name": "ssmagnr", "default": null, "doc": "magnitude of nearest known solar system object if exists within 30 arcsec (usually V-band from MPC archive) [mag]"}, {"type": ["string", "null"], "name": "ssnamenr", "default": null, "doc": "name of nearest known solar system object if exists within 30 arcsec (from MPC archive)"}, {"type": ["float", "null"], "name": "sumrat", "default": null, "doc": "Ratio: sum(pixels) / sum(|pixels|) in a 5 x 5 pixel stamp where stamp is first median-filtered to mitigate outliers"}, {"type": ["float", "null"], "name": "magapbig", "default": null, "doc": "Aperture mag using 18 pixel diameter aperture [mag]"}, {"type": ["float", "null"], "name": "sigmagapbig", "default": null, "doc": "1-sigma uncertainty in magapbig [mag]"}, {"type": "double", "name": "psra1", "default": null, "doc": "Right Ascension of nearest source in reference image PSF-catalog; J2000 [deg]"}, {"type": "double", "name": "psdec1", "default": null, "doc": "Declination of nearest source in reference image PSF-catalog; J2000 [deg]"}, {"type": ["double", "null"], "name": "jdstarthist", "default": null, "doc": "Earliest Julian date of epoch corresponding to ndethist [days]"}, {"type": ["double", "null"], "name": "jdendhist", "default": null, "doc": "Latest Julian date of epoch corresponding to ndethist [days]"}, {"type": ["double", "null"], "name": "scorr", "default": null, "doc": "Peak-pixel signal-to-noise ratio in point source matched-filtered detection image"}, {"type": ["int", "null"], "name": "tooflag", "default": 0, "doc": "1 => candidate is from a Target-of-Opportunity (ToO) exposure; 0 => candidate is from a non-ToO exposure"}, {"type": ["float", "null"], "name": "psobjectid1", "default": null, "doc": "Object ID of closest source from PS1 catalog; if exists within 30 arcsec"}, {"type": ["float", "null"], "name": "sgmag1", "default": null, "doc": "g-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "srmag1", "default": null, "doc": "r-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "simag1", "default": null, "doc": "i-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "szmag1", "default": null, "doc": "z-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "tmjmag1", "default": null, "doc": "J-band PSF magnitude of closest source from 2MASS catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "tmhmag1", "default": null, "doc": "H-band PSF magnitude of closest source from 2MASS catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "tmkmag1", "default": null, "doc": "K-band PSF magnitude of closest source from 2MASS catalog; if exists within 30 arcsec [mag]"}, {"type": ["string", "null"], "name": "tmobjectid1", "default": null, "doc": "Object ID of closest source from 2MASS catalog; if exists within 30 arcsec"}, {"type": ["float", "null"], "name": "sgscore1", "default": null, "doc": "Star/Galaxy score of closest source from PS1 catalog; if exists within 30 arcsec: 0 <= sgscore <= 1 where closer to 1 implies higher likelihood of being a star"}, {"type": ["float", "null"], "name": "distpsnr1", "default": null, "doc": "Distance to closest source from PS1 catalog; if exists within 30 arcsec [arcsec]"}, {"type": ["float", "null"], "name": "psobjectid2", "default": null, "doc": "Object ID of second closest source from PS1 catalog; if exists within 30 arcsec"}, {"type": ["float", "null"], "name": "sgmag2", "default": null, "doc": "g-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "srmag2", "default": null, "doc": "r-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "simag2", "default": null, "doc": "i-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "szmag2", "default": null, "doc": "z-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "sgscore2", "default": null, "doc": "Star/Galaxy score of second closest source from PS1 catalog; if exists within 30 arcsec: 0 <= sgscore <= 1 where closer to 1 implies higher likelihood of being a star"}, {"type": ["float", "null"], "name": "distpsnr2", "default": null, "doc": "Distance to second closest source from PS1 catalog; if exists within 30 arcsec [arcsec]"}, {"type": ["float", "null"], "name": "tmjmag2", "default": null, "doc": "J-band PSF magnitude of second source from 2MASS catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "tmhmag2", "default": null, "doc": "H-band PSF magnitude of second source from 2MASS catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "tmkmag2", "default": null, "doc": "K-band PSF magnitude of second source from 2MASS catalog; if exists within 30 arcsec [mag]"}, {"type": ["string", "null"], "name": "tmobjectid2", "default": null, "doc": "Object ID of second source from 2MASS catalog; if exists within 30 arcsec"}, {"type": ["float", "null"], "name": "psobjectid3", "default": null, "doc": "Object ID of third closest source from PS1 catalog; if exists within 30 arcsec"}, {"type": ["float", "null"], "name": "sgmag3", "default": null, "doc": "g-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "srmag3", "default": null, "doc": "r-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "simag3", "default": null, "doc": "i-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "szmag3", "default": null, "doc": "z-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "sgscore3", "default": null, "doc": "Star/Galaxy score of third closest source from PS1 catalog; if exists within 30 arcsec: 0 <= sgscore <= 1 where closer to 1 implies higher likelihood of being a star"}, {"type": ["float", "null"], "name": "distpsnr3", "default": null, "doc": "Distance to third closest source from PS1 catalog; if exists within 30 arcsec [arcsec]"}, {"type": ["float", "null"], "name": "tmjmag3", "default": null, "doc": "J-band PSF magnitude of third source from 2MASS catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "tmhmag3", "default": null, "doc": "H-band PSF magnitude of third source from 2MASS catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "tmkmag3", "default": null, "doc": "K-band PSF magnitude of third source from 2MASS catalog; if exists within 30 arcsec [mag]"}, {"type": ["string", "null"], "name": "tmobjectid3", "default": null, "doc": "Object ID of third source from 2MASS catalog; if exists within 30 arcsec"}, {"type": "int", "name": "nmtchps", "doc": "Number of source matches from PS1 catalog falling within 30 arcsec"}, {"type": "int", "name": "nmtchtm", "default": null, "doc": "Number of source matches from 2MASS catalog falling within 30 arcsec"}, {"type": ["float", "null"], "name": "dsnrms", "default": null, "doc": "Ratio: D/stddev(D) on event position where D = difference image"}, {"type": ["float", "null"], "name": "ssnrms", "default": null, "doc": "Ratio: S/stddev(S) on event position where S = image of convolution: D (x) PSF(D)"}, {"type": ["float", "null"], "name": "dsdiff", "default": null, "doc": "Difference of statistics: dsnrms - ssnrms"}, {"type": ["float", "null"], "name": "magzpsci", "default": null, "doc": "Magnitude zero point for photometry estimates [mag]"}, {"type": ["float", "null"], "name": "magzpsciunc", "default": null, "doc": "Magnitude zero point uncertainty (in magzpsci) [mag]"}, {"type": ["float", "null"], "name": "magzpscirms", "default": null, "doc": "RMS (deviation from average) in all differences between instrumental photometry and matched photometric calibrators from science image processing [mag]"}, {"type": ["float", "null"], "name": "clrcoeff", "default": null, "doc": "Color coefficient from linear fit from photometric calibration of science image"}, {"type": ["float", "null"], "name": "clrcounc", "default": null, "doc": "Color coefficient uncertainty from linear fit (corresponding to clrcoeff)"}, {"type": ["float", "null"], "name": "zpclrcov", "default": null, "doc": "Covariance in magzpsci and clrcoeff from science image processing [mag^2]"}, {"type": ["float", "null"], "name": "zpmed", "default": null, "doc": "Magnitude zero point from median of all differences between instrumental photometry and matched photometric calibrators from science image processing [mag]"}, {"type": ["float", "null"], "name": "clrmed", "default": null, "doc": "Median color of all PS1 photometric calibrators used from science image processing [mag]: for filter (fid) = 1, 2, 3, PS1 color used = g-r, g-r, r-i respectively"}, {"type": ["float", "null"], "name": "clrrms", "default": null, "doc": "RMS color (deviation from average) of all PS1 photometric calibrators used from science image processing [mag]"}, {"type": ["float", "null"], "name": "neargaia", "default": null, "doc": "Distance to closest source from Gaia DR1 catalog irrespective of magnitude; if exists within 90 arcsec [arcsec]"}, {"type": ["float", "null"], "name": "neargaiabright", "default": null, "doc": "Distance to closest source from Gaia DR1 catalog brighter than magnitude 14; if exists within 90 arcsec [arcsec]"}, {"type": ["float", "null"], "name": "maggaia", "default": null, "doc": "Gaia (G-band) magnitude of closest source from Gaia DR1 catalog irrespective of magnitude; if exists within 90 arcsec [mag]"}, {"type": ["float", "null"], "name": "maggaiabright", "default": null, "doc": "Gaia (G-band) magnitude of closest source from Gaia DR1 catalog brighter than magnitude 14; if exists within 90 arcsec [mag]"}, {"type": ["float", "null"], "name": "exptime", "default": null, "doc": "Integration time of camera exposure [sec]"}], "doc": "avro alert schema"}, "name": "candidate", "doc": "candidate information"}, {"type": [{"type": "array", "items": {"type": "record", "version": "0.3", "name": "prv_candidate", "namespace": "winter.alert", "fields": [{"type": "double", "name": "jd", "doc": "Observation Julian date at start of exposure [days]"}, {"type": ["float", "null"], "name": "diffmaglim", "default": null, "doc": "Expected 5-sigma mag limit in difference image based on global noise estimate [mag]"}, {"type": "int", "name": "fid", "default": null, "doc": "Filter ID (0=Y; 1=J; 2=H; 3=K)"}, {"type": ["string", "null"], "name": "program", "default": null, "doc": "Observing program associated with data"}, {"type": ["long", "null"], "name": "candid", "doc": "Candidate ID from operations DB"}, {"type": ["string", "null"], "name": "isdiffpos", "doc": "t or 1 => candidate is from positive (sci minus ref) subtraction; f or 0 => candidate is from negative (ref minus sci) subtraction"}, {"type": ["int", "null"], "name": "nid", "default": null, "doc": "Night ID"}, {"type": ["int", "null"], "name": "quadpos", "default": null, "doc": "Quadrant ID [0..3]"}, {"type": ["int", "null"], "name": "subquadpos", "default": null, "doc": "Sub-Quadrant ID [0..3]"}, {"type": ["int", "null"], "name": "field", "default": null, "doc": "field ID"}, {"type": ["float", "null"], "name": "xpos", "default": null, "doc": "x-image position of candidate [pixels]"}, {"type": ["float", "null"], "name": "ypos", "default": null, "doc": "y-image position of candidate [pixels]"}, {"type": ["double", "null"], "name": "ra", "doc": "Right Ascension of candidate; 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ĿR儛P9k|P(4zvŮP؂A]q:uI^7b<)k'j,NZ{ϙ( -~xf v7M0`,X% Ų~9]b]>3+^x0HQ]mh*?žlȥ?@Tbh -|rs|5T -LÊfOFq6֪µeTL e21Φ\bZܶ[Jg寸KI 8C>_$(·7 ~OEz^8SØ/eMzhV;%R uƠX^úÛs|--./i[q:8V0x:=Ms̞u(t5o`r~bsWymn#އLm+rΗ`{p;,7LJqܾP.+ \4k &B㴕F;tR>7C9=:e3ͨD nR6SEN;Q/q4a**zhy0i<$dϹbX?4x/W#VV3/$ MFb7f?sx_q^gʲ}BURc3pިi{"G Q#Nb*1dms2 Mm·=7*0G0@ j. -t tqmDcR/p햨|;䭱DmQVƱ:ZT}&VVHU{ -O72whۼ&QE_ucz [RQHm%>2Tc! -V᝘f+lBx_c5dbۮ;Drhb=Fx rhΐc']"kYTwLͣ0Ȫz?WO1f-if+ mP6aj)J ݰl*|*eG* -GSٝ2^S1i3y/.{>x/^x ˰OÈV+\1BmH>.UcUx* j!ɀwr'GHy&q6yrdB=]KUq*\3'.u$V{;2‹ڶ(斓*bg7Jޗm&ʰy;l:%us -.labz(].Vw1j7X) f=AU+=\a`"]G}qdQ@cj7rd @qؾ_ Fph55t+QS26*3}}*_WPO|"iIl +oVrj >|6R?lNv jHD +6è \gjy(<^#BAfX#Ԯd_g8t-@|)N"k>CkCRP s.bG%{Ёˉ̌ -شtq$$ۡظ]cRQPAG>v|*CeTv%ϟgEۥBy QHl)ٵuQVR0HxH즠; ~w-Ipҹ'i&Yܬ4v ZLo:TrW^CT6]N,"j3'^D| W<ض;`PlnSfXM$y"Kn; -' -RŹqU0ؕA., lK8ʡ"? -{aF{ '2! p< \ No newline at end of file diff --git a/data/wntr_alerts/20220815/2459303860001.avro b/data/wntr_alerts/20220815/2459303860001.avro deleted file mode 100644 index 157d2bce..00000000 --- a/data/wntr_alerts/20220815/2459303860001.avro +++ /dev/null @@ -1,271 +0,0 @@ -Objavro.codecnullavro.schema{"type": "record", "version": "0.1", "name": "alert", "namespace": "winter", "fields": [{"type": "string", "name": "schemavsn", "doc": "schema version used"}, {"type": "string", "name": "publisher", "doc": "origin of alert packet"}, {"type": "string", "name": "objectId"}, {"type": "long", "name": "candid"}, {"type": {"type": "record", "version": "0.4", "name": "candidate", "namespace": "winter.alert", "fields": [{"type": "double", "name": "jd", "doc": "Observation Julian date at start of exposure [days]"}, {"type": ["float", "null"], "name": "diffmaglim", "default": null, "doc": "Expected 5-sigma mag limit in difference image based on global noise estimate [mag]"}, {"type": "int", "name": "fid", "default": null, "doc": "Filter ID (0=Y; 1=J; 2=H; 3=K)"}, {"type": ["string", "null"], "name": "programpi", "default": null, "doc": "Principal investigator attached to program ID"}, {"type": "int", "name": "programid", "default": null, "doc": "Program ID: encodes either public, collab, or caltech mode"}, {"type": "long", "name": "candid", "doc": "Candidate ID from operations DB"}, {"type": ["float"], "name": "isdiffpos", "doc": "t or 1 => candidate is from positive (sci minus ref) subtraction; f or 0 => candidate is from negative (ref minus sci) subtraction"}, {"type": ["int", "null"], "name": "field", "default": null, "doc": "ZTF field ID"}, {"type": ["float", "null"], "name": "xpos", "default": null, "doc": "x-image position of candidate [pixels]"}, {"type": ["float", "null"], "name": "ypos", "default": null, "doc": "y-image position of candidate [pixels]"}, {"type": "double", "name": "ra", "doc": "Right Ascension of candidate; J2000 [deg]"}, {"type": "double", "name": "dec", "doc": "Declination of candidate; J2000 [deg]"}, {"type": "float", "name": "magpsf", "doc": "Magnitude from PSF-fit photometry [mag]"}, {"type": "float", "name": "sigmapsf", "doc": "1-sigma uncertainty in magpsf [mag]"}, {"type": ["float", "null"], "name": "chipsf", "default": null, "doc": "Reduced chi-square for PSF-fit"}, {"type": ["float", "null"], "name": "magap", "default": null, "doc": "Aperture mag using 14 pixel diameter aperture [mag]"}, {"type": ["float", "null"], "name": "sigmagap", "default": null, "doc": "1-sigma uncertainty in magap [mag]"}, {"type": ["float", "null"], "name": "distnr", "default": null, "doc": "distance to nearest source in reference image PSF-catalog [pixels]"}, {"type": ["float", "null"], "name": "magnr", "default": null, "doc": "magnitude of nearest source in reference image PSF-catalog [mag]"}, {"type": ["float", "null"], "name": "sigmagnr", "default": null, "doc": "1-sigma uncertainty in magnr [mag]"}, {"type": ["float", "null"], "name": "chinr", "default": null, "doc": "DAOPhot chi parameter of nearest source in reference image PSF-catalog"}, {"type": ["float", "null"], "name": "sharpnr", "default": null, "doc": "DAOPhot sharp parameter of nearest source in reference image PSF-catalog"}, {"type": ["float", "null"], "name": "sky", "default": null, "doc": "Local sky background estimate [DN]"}, {"type": ["float", "null"], "name": "magdiff", "default": null, "doc": "Difference: magap - magpsf [mag]"}, {"type": ["float", "null"], "name": "fwhm", "default": null, "doc": "Full Width Half Max assuming a Gaussian core, from SExtractor [pixels]"}, {"type": ["float", "null"], "name": "classtar", "default": null, "doc": "Star/Galaxy classification score from SExtractor"}, {"type": ["float", "null"], "name": "mindtoedge", "default": null, "doc": "Distance to nearest edge in image [pixels]"}, {"type": ["float", "null"], "name": "magfromlim", "default": null, "doc": "Difference: diffmaglim - magap [mag]"}, {"type": ["float", "null"], "name": "seeratio", "default": null, "doc": "Ratio: difffwhm / fwhm"}, {"type": ["float", "null"], "name": "aimage", "default": null, "doc": "Windowed profile RMS afloat major axis from SExtractor [pixels]"}, {"type": ["float", "null"], "name": "bimage", "default": null, "doc": "Windowed profile RMS afloat minor axis from SExtractor [pixels]"}, {"type": ["float", "null"], "name": "aimagerat", "default": null, "doc": "Ratio: aimage / fwhm"}, {"type": ["float", "null"], "name": "bimagerat", "default": null, "doc": "Ratio: bimage / fwhm"}, {"type": ["float", "null"], "name": "elong", "default": null, "doc": "Ratio: aimage / bimage"}, {"type": ["int", "null"], "name": "nneg", "default": null, "doc": "number of negative pixels in a 5 x 5 pixel stamp"}, {"type": ["int", "null"], "name": "nbad", "default": null, "doc": "number of prior-tagged bad pixels in a 5 x 5 pixel stamp"}, {"type": ["float", "null"], "name": "rb", "default": null, "doc": "RealBogus quality score from Random Forest classifier; range is 0 to 1 where closer to 1 is more reliable"}, {"type": ["string", "null"], "name": "rbversion", "default": null, "doc": "version of Random Forest classifier model used to assign RealBogus (rb) quality score"}, {"type": ["float", "null"], "name": "ssdistnr", "default": null, "doc": "distance to nearest known solar system object if exists within 30 arcsec [arcsec]"}, {"type": ["float", "null"], "name": "ssmagnr", "default": null, "doc": "magnitude of nearest known solar system object if exists within 30 arcsec (usually V-band from MPC archive) [mag]"}, {"type": ["string", "null"], "name": "ssnamenr", "default": null, "doc": "name of nearest known solar system object if exists within 30 arcsec (from MPC archive)"}, {"type": ["float", "null"], "name": "sumrat", "default": null, "doc": "Ratio: sum(pixels) / sum(|pixels|) in a 5 x 5 pixel stamp where stamp is first median-filtered to mitigate outliers"}, {"type": ["float", "null"], "name": "magapbig", "default": null, "doc": "Aperture mag using 18 pixel diameter aperture [mag]"}, {"type": ["float", "null"], "name": "sigmagapbig", "default": null, "doc": "1-sigma uncertainty in magapbig [mag]"}, {"type": "double", "name": "psra1", "default": null, "doc": "Right Ascension of nearest source in reference image PSF-catalog; J2000 [deg]"}, {"type": "double", "name": "psdec1", "default": null, "doc": "Declination of nearest source in reference image PSF-catalog; J2000 [deg]"}, {"type": ["double", "null"], "name": "jdstarthist", "default": null, "doc": "Earliest Julian date of epoch corresponding to ndethist [days]"}, {"type": ["double", "null"], "name": "jdendhist", "default": null, "doc": "Latest Julian date of epoch corresponding to ndethist [days]"}, {"type": ["double", "null"], "name": "scorr", "default": null, "doc": "Peak-pixel signal-to-noise ratio in point source matched-filtered detection image"}, {"type": ["int", "null"], "name": "tooflag", "default": 0, "doc": "1 => candidate is from a Target-of-Opportunity (ToO) exposure; 0 => candidate is from a non-ToO exposure"}, {"type": ["float", "null"], "name": "psobjectid1", "default": null, "doc": "Object ID of closest source from PS1 catalog; if exists within 30 arcsec"}, {"type": ["float", "null"], "name": "sgmag1", "default": null, "doc": "g-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "srmag1", "default": null, "doc": "r-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "simag1", "default": null, "doc": "i-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "szmag1", "default": null, "doc": "z-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "tmjmag1", "default": null, "doc": "J-band PSF magnitude of closest source from 2MASS catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "tmhmag1", "default": null, "doc": "H-band PSF magnitude of closest source from 2MASS catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "tmkmag1", "default": null, "doc": "K-band PSF magnitude of closest source from 2MASS catalog; if exists within 30 arcsec [mag]"}, {"type": ["string", "null"], "name": "tmobjectid1", "default": null, "doc": "Object ID of closest source from 2MASS catalog; if exists within 30 arcsec"}, {"type": ["float", "null"], "name": "sgscore1", "default": null, "doc": "Star/Galaxy score of closest source from PS1 catalog; if exists within 30 arcsec: 0 <= sgscore <= 1 where closer to 1 implies higher likelihood of being a star"}, {"type": ["float", "null"], "name": "distpsnr1", "default": null, "doc": "Distance to closest source from PS1 catalog; if exists within 30 arcsec [arcsec]"}, {"type": ["float", "null"], "name": "psobjectid2", "default": null, "doc": "Object ID of second closest source from PS1 catalog; if exists within 30 arcsec"}, {"type": ["float", "null"], "name": "sgmag2", "default": null, "doc": "g-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "srmag2", "default": null, "doc": "r-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "simag2", "default": null, "doc": "i-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "szmag2", "default": null, "doc": "z-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "sgscore2", "default": null, "doc": "Star/Galaxy score of second closest source from PS1 catalog; if exists within 30 arcsec: 0 <= sgscore <= 1 where closer to 1 implies higher likelihood of being a star"}, {"type": ["float", "null"], "name": "distpsnr2", "default": null, "doc": "Distance to second closest source from PS1 catalog; if exists within 30 arcsec [arcsec]"}, {"type": ["float", "null"], "name": "tmjmag2", "default": null, "doc": "J-band PSF magnitude of second source from 2MASS catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "tmhmag2", "default": null, "doc": "H-band PSF magnitude of second source from 2MASS catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "tmkmag2", "default": null, "doc": "K-band PSF magnitude of second source from 2MASS catalog; if exists within 30 arcsec [mag]"}, {"type": ["string", "null"], "name": "tmobjectid2", "default": null, "doc": "Object ID of second source from 2MASS catalog; if exists within 30 arcsec"}, {"type": ["float", "null"], "name": "psobjectid3", "default": null, "doc": "Object ID of third closest source from PS1 catalog; if exists within 30 arcsec"}, {"type": ["float", "null"], "name": "sgmag3", "default": null, "doc": "g-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "srmag3", "default": null, "doc": "r-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "simag3", "default": null, "doc": "i-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "szmag3", "default": null, "doc": "z-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "sgscore3", "default": null, "doc": "Star/Galaxy score of third closest source from PS1 catalog; if exists within 30 arcsec: 0 <= sgscore <= 1 where closer to 1 implies higher likelihood of being a star"}, {"type": ["float", "null"], "name": "distpsnr3", "default": null, "doc": "Distance to third closest source from PS1 catalog; if exists within 30 arcsec [arcsec]"}, {"type": ["float", "null"], "name": "tmjmag3", "default": null, "doc": "J-band PSF magnitude of third source from 2MASS catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "tmhmag3", "default": null, "doc": "H-band PSF magnitude of third source from 2MASS catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "tmkmag3", "default": null, "doc": "K-band PSF magnitude of third source from 2MASS catalog; if exists within 30 arcsec [mag]"}, {"type": ["string", "null"], "name": "tmobjectid3", "default": null, "doc": "Object ID of third source from 2MASS catalog; if exists within 30 arcsec"}, {"type": "int", "name": "nmtchps", "doc": "Number of source matches from PS1 catalog falling within 30 arcsec"}, {"type": "int", "name": "nmtchtm", "default": null, "doc": "Number of source matches from 2MASS catalog falling within 30 arcsec"}, {"type": ["float", "null"], "name": "dsnrms", "default": null, "doc": "Ratio: D/stddev(D) on event position where D = difference image"}, {"type": ["float", "null"], "name": "ssnrms", "default": null, "doc": "Ratio: S/stddev(S) on event position where S = image of convolution: D (x) PSF(D)"}, {"type": ["float", "null"], "name": "dsdiff", "default": null, "doc": "Difference of statistics: dsnrms - ssnrms"}, {"type": ["float", "null"], "name": "magzpsci", "default": null, "doc": "Magnitude zero point for photometry estimates [mag]"}, {"type": ["float", "null"], "name": "magzpsciunc", "default": null, "doc": "Magnitude zero point uncertainty (in magzpsci) [mag]"}, {"type": ["float", "null"], "name": "magzpscirms", "default": null, "doc": "RMS (deviation from average) in all differences between instrumental photometry and matched photometric calibrators from science image processing [mag]"}, {"type": ["float", "null"], "name": "clrcoeff", "default": null, "doc": "Color coefficient from linear fit from photometric calibration of science image"}, {"type": ["float", "null"], "name": "clrcounc", "default": null, "doc": "Color coefficient uncertainty from linear fit (corresponding to clrcoeff)"}, {"type": ["float", "null"], "name": "zpclrcov", "default": null, "doc": "Covariance in magzpsci and clrcoeff from science image processing [mag^2]"}, {"type": ["float", "null"], "name": "zpmed", "default": null, "doc": "Magnitude zero point from median of all differences between instrumental photometry and matched photometric calibrators from science image processing [mag]"}, {"type": ["float", "null"], "name": "clrmed", "default": null, "doc": "Median color of all PS1 photometric calibrators used from science image processing [mag]: for filter (fid) = 1, 2, 3, PS1 color used = g-r, g-r, r-i respectively"}, {"type": ["float", "null"], "name": "clrrms", "default": null, "doc": "RMS color (deviation from average) of all PS1 photometric calibrators used from science image processing [mag]"}, {"type": ["float", "null"], "name": "neargaia", "default": null, "doc": "Distance to closest source from Gaia DR1 catalog irrespective of magnitude; if exists within 90 arcsec [arcsec]"}, {"type": ["float", "null"], "name": "neargaiabright", "default": null, "doc": "Distance to closest source from Gaia DR1 catalog brighter than magnitude 14; if exists within 90 arcsec [arcsec]"}, {"type": ["float", "null"], "name": "maggaia", "default": null, "doc": "Gaia (G-band) magnitude of closest source from Gaia DR1 catalog irrespective of magnitude; if exists within 90 arcsec [mag]"}, {"type": ["float", "null"], "name": "maggaiabright", "default": null, "doc": "Gaia (G-band) magnitude of closest source from Gaia DR1 catalog brighter than magnitude 14; if exists within 90 arcsec [mag]"}, {"type": ["float", "null"], "name": "exptime", "default": null, "doc": "Integration time of camera exposure [sec]"}], "doc": "avro alert schema"}, "name": "candidate", "doc": "candidate information"}, {"type": [{"type": "array", "items": {"type": "record", "version": "0.3", "name": "prv_candidate", "namespace": "winter.alert", "fields": [{"type": "double", "name": "jd", "doc": "Observation Julian date at start of exposure [days]"}, {"type": ["float", "null"], "name": "diffmaglim", "default": null, "doc": "Expected 5-sigma mag limit in difference image based on global noise estimate [mag]"}, {"type": "int", "name": "fid", "default": null, "doc": "Filter ID (0=Y; 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J2000 [deg]"}, {"type": ["double", "null"], "name": "dec", "doc": "Declination of candidate; J2000 [deg]"}, {"type": ["float", "null"], "name": "magpsf", "doc": "Magnitude from PSF-fit photometry [mag]"}, {"type": ["float", "null"], "name": "sigmapsf", "doc": "1-sigma uncertainty in magpsf [mag]"}, {"type": ["float", "null"], "name": "fwhm", "default": null, "doc": "Full Width Half Max assuming a Gaussian core, from SExtractor [pixels]"}, {"type": ["double", "null"], "name": "scorr", "default": null, "doc": "Peak-pixel signal-to-noise ratio in point source matched-filtered detection image"}], "doc": "avro alert schema"}}, "null"], "name": "prv_candidates", "default": null}, {"type": "bytes", "name": "cutoutScience", "default": null, "doc": "science cutout image [gzipped fits bytestream]"}, {"type": "bytes", "name": "cutoutTemplate", "default": null, "doc": "cutout of template image [gzipped fits bytestream]"}, {"type": "bytes", "name": "cutoutDifference", "default": null, "doc": "difference image cutout [gzipped fits bytestream]"}], "doc": "avro alert schema for testing WINTER"}( ~os0.1winter_testWIRC21aaaabhSBA`AKasliwal? 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1=J; 2=H; 3=K)"}, {"type": ["string", "null"], "name": "programpi", "default": null, "doc": "Principal investigator attached to program ID"}, {"type": "int", "name": "programid", "default": null, "doc": "Program ID: encodes either public, collab, or caltech mode"}, {"type": "long", "name": "candid", "doc": "Candidate ID from operations DB"}, {"type": ["float"], "name": "isdiffpos", "doc": "t or 1 => candidate is from positive (sci minus ref) subtraction; f or 0 => candidate is from negative (ref minus sci) subtraction"}, {"type": ["int", "null"], "name": "field", "default": null, "doc": "ZTF field ID"}, {"type": ["float", "null"], "name": "xpos", "default": null, "doc": "x-image position of candidate [pixels]"}, {"type": ["float", "null"], "name": "ypos", "default": null, "doc": "y-image position of candidate [pixels]"}, {"type": "double", "name": "ra", "doc": "Right Ascension of candidate; J2000 [deg]"}, {"type": "double", "name": "dec", "doc": "Declination of candidate; J2000 [deg]"}, {"type": "float", "name": "magpsf", "doc": "Magnitude from PSF-fit photometry [mag]"}, {"type": "float", "name": "sigmapsf", "doc": "1-sigma uncertainty in magpsf [mag]"}, {"type": ["float", "null"], "name": "chipsf", "default": null, "doc": "Reduced chi-square for PSF-fit"}, {"type": ["float", "null"], "name": "magap", "default": null, "doc": "Aperture mag using 14 pixel diameter aperture [mag]"}, {"type": ["float", "null"], "name": "sigmagap", "default": null, "doc": "1-sigma uncertainty in magap [mag]"}, {"type": ["float", "null"], "name": "distnr", "default": null, "doc": "distance to nearest source in reference image PSF-catalog [pixels]"}, {"type": ["float", "null"], "name": "magnr", "default": null, "doc": "magnitude of nearest source in reference image PSF-catalog [mag]"}, {"type": ["float", "null"], "name": "sigmagnr", "default": null, "doc": "1-sigma uncertainty in magnr [mag]"}, {"type": ["float", "null"], "name": "chinr", "default": null, "doc": "DAOPhot chi parameter of nearest source in reference image PSF-catalog"}, {"type": ["float", "null"], "name": "sharpnr", "default": null, "doc": "DAOPhot sharp parameter of nearest source in reference image PSF-catalog"}, {"type": ["float", "null"], "name": "sky", "default": null, "doc": "Local sky background estimate [DN]"}, {"type": ["float", "null"], "name": "magdiff", "default": null, "doc": "Difference: magap - magpsf [mag]"}, {"type": ["float", "null"], "name": "fwhm", "default": null, "doc": "Full Width Half Max assuming a Gaussian core, from SExtractor [pixels]"}, {"type": ["float", "null"], "name": "classtar", "default": null, "doc": "Star/Galaxy classification score from SExtractor"}, {"type": ["float", "null"], "name": "mindtoedge", "default": null, "doc": "Distance to nearest edge in image [pixels]"}, {"type": ["float", "null"], "name": "magfromlim", "default": null, "doc": "Difference: diffmaglim - magap [mag]"}, {"type": ["float", "null"], "name": "seeratio", "default": null, "doc": "Ratio: difffwhm / fwhm"}, {"type": ["float", "null"], "name": "aimage", "default": null, "doc": "Windowed profile RMS afloat major axis from SExtractor [pixels]"}, {"type": ["float", "null"], "name": "bimage", "default": null, "doc": "Windowed profile RMS afloat minor axis from SExtractor [pixels]"}, {"type": ["float", "null"], "name": "aimagerat", "default": null, "doc": "Ratio: aimage / fwhm"}, {"type": ["float", "null"], "name": "bimagerat", "default": null, "doc": "Ratio: bimage / fwhm"}, {"type": ["float", "null"], "name": "elong", "default": null, "doc": "Ratio: aimage / bimage"}, {"type": ["int", "null"], "name": "nneg", "default": null, "doc": "number of negative pixels in a 5 x 5 pixel stamp"}, {"type": ["int", "null"], "name": "nbad", "default": null, "doc": "number of prior-tagged bad pixels in a 5 x 5 pixel stamp"}, {"type": ["float", "null"], "name": "rb", "default": null, "doc": "RealBogus quality score from Random Forest classifier; range is 0 to 1 where closer to 1 is more reliable"}, {"type": ["string", "null"], "name": "rbversion", "default": null, "doc": "version of Random Forest classifier model used to assign RealBogus (rb) quality score"}, {"type": ["float", "null"], "name": "ssdistnr", "default": null, "doc": "distance to nearest known solar system object if exists within 30 arcsec [arcsec]"}, {"type": ["float", "null"], "name": "ssmagnr", "default": null, "doc": "magnitude of nearest known solar system object if exists within 30 arcsec (usually V-band from MPC archive) [mag]"}, {"type": ["string", "null"], "name": "ssnamenr", "default": null, "doc": "name of nearest known solar system object if exists within 30 arcsec (from MPC archive)"}, {"type": ["float", "null"], "name": "sumrat", "default": null, "doc": "Ratio: sum(pixels) / sum(|pixels|) in a 5 x 5 pixel stamp where stamp is first median-filtered to mitigate outliers"}, {"type": ["float", "null"], "name": "magapbig", "default": null, "doc": "Aperture mag using 18 pixel diameter aperture [mag]"}, {"type": ["float", "null"], "name": "sigmagapbig", "default": null, "doc": "1-sigma uncertainty in magapbig [mag]"}, {"type": "double", "name": "psra1", "default": null, "doc": "Right Ascension of nearest source in reference image PSF-catalog; J2000 [deg]"}, {"type": "double", "name": "psdec1", "default": null, "doc": "Declination of nearest source in reference image PSF-catalog; J2000 [deg]"}, {"type": ["double", "null"], "name": "jdstarthist", "default": null, "doc": "Earliest Julian date of epoch corresponding to ndethist [days]"}, {"type": ["double", "null"], "name": "jdendhist", "default": null, "doc": "Latest Julian date of epoch corresponding to ndethist [days]"}, {"type": ["double", "null"], "name": "scorr", "default": null, "doc": "Peak-pixel signal-to-noise ratio in point source matched-filtered detection image"}, {"type": ["int", "null"], "name": "tooflag", "default": 0, "doc": "1 => candidate is from a Target-of-Opportunity (ToO) exposure; 0 => candidate is from a non-ToO exposure"}, {"type": ["float", "null"], "name": "psobjectid1", "default": null, "doc": "Object ID of closest source from PS1 catalog; if exists within 30 arcsec"}, {"type": ["float", "null"], "name": "sgmag1", "default": null, "doc": "g-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "srmag1", "default": null, "doc": "r-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "simag1", "default": null, "doc": "i-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "szmag1", "default": null, "doc": "z-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "tmjmag1", "default": null, "doc": "J-band PSF magnitude of closest source from 2MASS catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "tmhmag1", "default": null, "doc": "H-band PSF magnitude of closest source from 2MASS catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "tmkmag1", "default": null, "doc": "K-band PSF magnitude of closest source from 2MASS catalog; if exists within 30 arcsec [mag]"}, {"type": ["string", "null"], "name": "tmobjectid1", "default": null, "doc": "Object ID of closest source from 2MASS catalog; if exists within 30 arcsec"}, {"type": ["float", "null"], "name": "sgscore1", "default": null, "doc": "Star/Galaxy score of closest source from PS1 catalog; if exists within 30 arcsec: 0 <= sgscore <= 1 where closer to 1 implies higher likelihood of being a star"}, {"type": ["float", "null"], "name": "distpsnr1", "default": null, "doc": "Distance to closest source from PS1 catalog; if exists within 30 arcsec [arcsec]"}, {"type": ["float", "null"], "name": "psobjectid2", "default": null, "doc": "Object ID of second closest source from PS1 catalog; if exists within 30 arcsec"}, {"type": ["float", "null"], "name": "sgmag2", "default": null, "doc": "g-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "srmag2", "default": null, "doc": "r-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "simag2", "default": null, "doc": "i-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "szmag2", "default": null, "doc": "z-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "sgscore2", "default": null, "doc": "Star/Galaxy score of second closest source from PS1 catalog; if exists within 30 arcsec: 0 <= sgscore <= 1 where closer to 1 implies higher likelihood of being a star"}, {"type": ["float", "null"], "name": "distpsnr2", "default": null, "doc": "Distance to second closest source from PS1 catalog; if exists within 30 arcsec [arcsec]"}, {"type": ["float", "null"], "name": "tmjmag2", "default": null, "doc": "J-band PSF magnitude of second source from 2MASS catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "tmhmag2", "default": null, "doc": "H-band PSF magnitude of second source from 2MASS catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "tmkmag2", "default": null, "doc": "K-band PSF magnitude of second source from 2MASS catalog; if exists within 30 arcsec [mag]"}, {"type": ["string", "null"], "name": "tmobjectid2", "default": null, "doc": "Object ID of second source from 2MASS catalog; if exists within 30 arcsec"}, {"type": ["float", "null"], "name": "psobjectid3", "default": null, "doc": "Object ID of third closest source from PS1 catalog; if exists within 30 arcsec"}, {"type": ["float", "null"], "name": "sgmag3", "default": null, "doc": "g-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "srmag3", "default": null, "doc": "r-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "simag3", "default": null, "doc": "i-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "szmag3", "default": null, "doc": "z-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "sgscore3", "default": null, "doc": "Star/Galaxy score of third closest source from PS1 catalog; if exists within 30 arcsec: 0 <= sgscore <= 1 where closer to 1 implies higher likelihood of being a star"}, {"type": ["float", "null"], "name": "distpsnr3", "default": null, "doc": "Distance to third closest source from PS1 catalog; if exists within 30 arcsec [arcsec]"}, {"type": ["float", "null"], "name": "tmjmag3", "default": null, "doc": "J-band PSF magnitude of third source from 2MASS catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "tmhmag3", "default": null, "doc": "H-band PSF magnitude of third source from 2MASS catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "tmkmag3", "default": null, "doc": "K-band PSF magnitude of third source from 2MASS catalog; if exists within 30 arcsec [mag]"}, {"type": ["string", "null"], "name": "tmobjectid3", "default": null, "doc": "Object ID of third source from 2MASS catalog; if exists within 30 arcsec"}, {"type": "int", "name": "nmtchps", "doc": "Number of source matches from PS1 catalog falling within 30 arcsec"}, {"type": "int", "name": "nmtchtm", "default": null, "doc": "Number of source matches from 2MASS catalog falling within 30 arcsec"}, {"type": ["float", "null"], "name": "dsnrms", "default": null, "doc": "Ratio: D/stddev(D) on event position where D = difference image"}, {"type": ["float", "null"], "name": "ssnrms", "default": null, "doc": "Ratio: S/stddev(S) on event position where S = image of convolution: D (x) PSF(D)"}, {"type": ["float", "null"], "name": "dsdiff", "default": null, "doc": "Difference of statistics: dsnrms - ssnrms"}, {"type": ["float", "null"], "name": "magzpsci", "default": null, "doc": "Magnitude zero point for photometry estimates [mag]"}, {"type": ["float", "null"], "name": "magzpsciunc", "default": null, "doc": "Magnitude zero point uncertainty (in magzpsci) [mag]"}, {"type": ["float", "null"], "name": "magzpscirms", "default": null, "doc": "RMS (deviation from average) in all differences between instrumental photometry and matched photometric calibrators from science image processing [mag]"}, {"type": ["float", "null"], "name": "clrcoeff", "default": null, "doc": "Color coefficient from linear fit from photometric calibration of science image"}, {"type": ["float", "null"], "name": "clrcounc", "default": null, "doc": "Color coefficient uncertainty from linear fit (corresponding to clrcoeff)"}, {"type": ["float", "null"], "name": "zpclrcov", "default": null, "doc": "Covariance in magzpsci and clrcoeff from science image processing [mag^2]"}, {"type": ["float", "null"], "name": "zpmed", "default": null, "doc": "Magnitude zero point from median of all differences between instrumental photometry and matched photometric calibrators from science image processing [mag]"}, {"type": ["float", "null"], "name": "clrmed", "default": null, "doc": "Median color of all PS1 photometric calibrators used from science image processing [mag]: for filter (fid) = 1, 2, 3, PS1 color used = g-r, g-r, r-i respectively"}, {"type": ["float", "null"], "name": "clrrms", "default": null, "doc": "RMS color (deviation from average) of all PS1 photometric calibrators used from science image processing [mag]"}, {"type": ["float", "null"], "name": "neargaia", "default": null, "doc": "Distance to closest source from Gaia DR1 catalog irrespective of magnitude; 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Hwf m{7AgX%){4LZI4Wx YJ^]ױnLV&94toFl C% ,t,kYGP@0HQC %{v r@M>ܠ={6 e Rif` \ No newline at end of file diff --git a/data/wntr_alerts/20220815/2459303860003.avro b/data/wntr_alerts/20220815/2459303860003.avro deleted file mode 100644 index cd84ea25..00000000 --- a/data/wntr_alerts/20220815/2459303860003.avro +++ /dev/null @@ -1,226 +0,0 @@ -Objavro.codecnullavro.schema{"type": "record", "version": "0.1", "name": "alert", "namespace": "winter", "fields": [{"type": "string", "name": "schemavsn", "doc": "schema version used"}, {"type": "string", "name": "publisher", "doc": "origin of alert packet"}, {"type": "string", "name": "objectId"}, {"type": "long", "name": "candid"}, {"type": {"type": "record", "version": "0.4", "name": "candidate", "namespace": "winter.alert", "fields": [{"type": "double", "name": "jd", "doc": "Observation Julian date at start of exposure [days]"}, {"type": ["float", "null"], "name": "diffmaglim", "default": null, "doc": "Expected 5-sigma mag limit in difference image based on global noise estimate [mag]"}, {"type": "int", "name": "fid", "default": null, "doc": "Filter ID (0=Y; 1=J; 2=H; 3=K)"}, {"type": ["string", "null"], "name": "programpi", "default": null, "doc": "Principal investigator attached to program ID"}, {"type": "int", "name": "programid", "default": null, "doc": "Program ID: encodes either public, collab, or caltech mode"}, {"type": "long", "name": "candid", "doc": "Candidate ID from operations DB"}, {"type": ["float"], "name": "isdiffpos", "doc": "t or 1 => candidate is from positive (sci minus ref) subtraction; f or 0 => candidate is from negative (ref minus sci) subtraction"}, {"type": ["int", "null"], "name": "field", "default": null, "doc": "ZTF field ID"}, {"type": ["float", "null"], "name": "xpos", "default": null, "doc": "x-image position of candidate [pixels]"}, {"type": ["float", "null"], "name": "ypos", "default": null, "doc": "y-image position of candidate [pixels]"}, {"type": "double", "name": "ra", "doc": "Right Ascension of candidate; J2000 [deg]"}, {"type": "double", "name": "dec", "doc": "Declination of candidate; J2000 [deg]"}, {"type": "float", "name": "magpsf", "doc": "Magnitude from PSF-fit photometry [mag]"}, {"type": "float", "name": "sigmapsf", "doc": "1-sigma uncertainty in magpsf [mag]"}, {"type": ["float", "null"], "name": "chipsf", "default": null, "doc": "Reduced chi-square for PSF-fit"}, {"type": ["float", "null"], "name": "magap", "default": null, "doc": "Aperture mag using 14 pixel diameter aperture [mag]"}, {"type": ["float", "null"], "name": "sigmagap", "default": null, "doc": "1-sigma uncertainty in magap [mag]"}, {"type": ["float", "null"], "name": "distnr", "default": null, "doc": "distance to nearest source in reference image PSF-catalog [pixels]"}, {"type": ["float", "null"], "name": "magnr", "default": null, "doc": "magnitude of nearest source in reference image PSF-catalog [mag]"}, {"type": ["float", "null"], "name": "sigmagnr", "default": null, "doc": "1-sigma uncertainty in magnr [mag]"}, {"type": ["float", "null"], "name": "chinr", "default": null, "doc": "DAOPhot chi parameter of nearest source in reference image PSF-catalog"}, {"type": ["float", "null"], "name": "sharpnr", "default": null, "doc": "DAOPhot sharp parameter of nearest source in reference image PSF-catalog"}, {"type": ["float", "null"], "name": "sky", "default": null, "doc": "Local sky background estimate [DN]"}, {"type": ["float", "null"], "name": "magdiff", "default": null, "doc": "Difference: magap - magpsf [mag]"}, {"type": ["float", "null"], "name": "fwhm", "default": null, "doc": "Full Width Half Max assuming a Gaussian core, from SExtractor [pixels]"}, {"type": ["float", "null"], "name": "classtar", "default": null, "doc": "Star/Galaxy classification score from SExtractor"}, {"type": ["float", "null"], "name": "mindtoedge", "default": null, "doc": "Distance to nearest edge in image [pixels]"}, {"type": ["float", "null"], "name": "magfromlim", "default": null, "doc": "Difference: diffmaglim - magap [mag]"}, {"type": ["float", "null"], "name": "seeratio", "default": null, "doc": "Ratio: difffwhm / fwhm"}, {"type": ["float", "null"], "name": "aimage", "default": null, "doc": "Windowed profile RMS afloat major axis from SExtractor [pixels]"}, {"type": ["float", "null"], "name": "bimage", "default": null, "doc": "Windowed profile RMS afloat minor axis from SExtractor [pixels]"}, {"type": ["float", "null"], "name": "aimagerat", "default": null, "doc": "Ratio: aimage / fwhm"}, {"type": ["float", "null"], "name": "bimagerat", "default": null, "doc": "Ratio: bimage / fwhm"}, {"type": ["float", "null"], "name": "elong", "default": null, "doc": "Ratio: aimage / bimage"}, {"type": ["int", "null"], "name": "nneg", "default": null, "doc": "number of negative pixels in a 5 x 5 pixel stamp"}, {"type": ["int", "null"], "name": "nbad", "default": null, "doc": "number of prior-tagged bad pixels in a 5 x 5 pixel stamp"}, {"type": ["float", "null"], "name": "rb", "default": null, "doc": "RealBogus quality score from Random Forest classifier; range is 0 to 1 where closer to 1 is more reliable"}, {"type": ["string", "null"], "name": "rbversion", "default": null, "doc": "version of Random Forest classifier model used to assign RealBogus (rb) quality score"}, {"type": ["float", "null"], "name": "ssdistnr", "default": null, "doc": "distance to nearest known solar system object if exists within 30 arcsec [arcsec]"}, {"type": ["float", "null"], "name": "ssmagnr", "default": null, "doc": "magnitude of nearest known solar system object if exists within 30 arcsec (usually V-band from MPC archive) [mag]"}, {"type": ["string", "null"], "name": "ssnamenr", "default": null, "doc": "name of nearest known solar system object if exists within 30 arcsec (from MPC archive)"}, {"type": ["float", "null"], "name": "sumrat", "default": null, "doc": "Ratio: sum(pixels) / sum(|pixels|) in a 5 x 5 pixel stamp where stamp is first median-filtered to mitigate outliers"}, {"type": ["float", "null"], "name": "magapbig", "default": null, "doc": "Aperture mag using 18 pixel diameter aperture [mag]"}, {"type": ["float", "null"], "name": "sigmagapbig", "default": null, "doc": "1-sigma uncertainty in magapbig [mag]"}, {"type": "double", "name": "psra1", "default": null, "doc": "Right Ascension of nearest source in reference image PSF-catalog; J2000 [deg]"}, {"type": "double", "name": "psdec1", "default": null, "doc": "Declination of nearest source in reference image PSF-catalog; J2000 [deg]"}, {"type": ["double", "null"], "name": "jdstarthist", "default": null, "doc": "Earliest Julian date of epoch corresponding to ndethist [days]"}, {"type": ["double", "null"], "name": "jdendhist", "default": null, "doc": "Latest Julian date of epoch corresponding to ndethist [days]"}, {"type": ["double", "null"], "name": "scorr", "default": null, "doc": "Peak-pixel signal-to-noise ratio in point source matched-filtered detection image"}, {"type": ["int", "null"], "name": "tooflag", "default": 0, "doc": "1 => candidate is from a Target-of-Opportunity (ToO) exposure; 0 => candidate is from a non-ToO exposure"}, {"type": ["float", "null"], "name": "psobjectid1", "default": null, "doc": "Object ID of closest source from PS1 catalog; if exists within 30 arcsec"}, {"type": ["float", "null"], "name": "sgmag1", "default": null, "doc": "g-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "srmag1", "default": null, "doc": "r-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "simag1", "default": null, "doc": "i-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "szmag1", "default": null, "doc": "z-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "tmjmag1", "default": null, "doc": "J-band PSF magnitude of closest source from 2MASS catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "tmhmag1", "default": null, "doc": "H-band PSF magnitude of closest source from 2MASS catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "tmkmag1", "default": null, "doc": "K-band PSF magnitude of closest source from 2MASS catalog; if exists within 30 arcsec [mag]"}, {"type": ["string", "null"], "name": "tmobjectid1", "default": null, "doc": "Object ID of closest source from 2MASS catalog; if exists within 30 arcsec"}, {"type": ["float", "null"], "name": "sgscore1", "default": null, "doc": "Star/Galaxy score of closest source from PS1 catalog; if exists within 30 arcsec: 0 <= sgscore <= 1 where closer to 1 implies higher likelihood of being a star"}, {"type": ["float", "null"], "name": "distpsnr1", "default": null, "doc": "Distance to closest source from PS1 catalog; if exists within 30 arcsec [arcsec]"}, {"type": ["float", "null"], "name": "psobjectid2", "default": null, "doc": "Object ID of second closest source from PS1 catalog; if exists within 30 arcsec"}, {"type": ["float", "null"], "name": "sgmag2", "default": null, "doc": "g-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "srmag2", "default": null, "doc": "r-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "simag2", "default": null, "doc": "i-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "szmag2", "default": null, "doc": "z-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "sgscore2", "default": null, "doc": "Star/Galaxy score of second closest source from PS1 catalog; if exists within 30 arcsec: 0 <= sgscore <= 1 where closer to 1 implies higher likelihood of being a star"}, {"type": ["float", "null"], "name": "distpsnr2", "default": null, "doc": "Distance to second closest source from PS1 catalog; if exists within 30 arcsec [arcsec]"}, {"type": ["float", "null"], "name": "tmjmag2", "default": null, "doc": "J-band PSF magnitude of second source from 2MASS catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "tmhmag2", "default": null, "doc": "H-band PSF magnitude of second source from 2MASS catalog; 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TPm̺t!WEoY'v=yhSr$kNj۱lށ9X`rsqc]XehK+^6|Gnă>벁n@+xBi NnOWbFa1yK#yFmM -mE#I_dJ) -\2I0;A# T5;xĖ;<^xKͨ`u5Bu|yX,7o -͕x&-}Ńiq 1vS4o~<]*Tp1/}9Q&׊RJ=['NJ p/#???? &8{0򢒐Whҥ% \ No newline at end of file diff --git a/data/wntr_alerts/20220815/2459362710041.avro b/data/wntr_alerts/20220815/2459362710041.avro deleted file mode 100644 index de356e8d..00000000 --- a/data/wntr_alerts/20220815/2459362710041.avro +++ /dev/null @@ -1,291 +0,0 @@ -Objavro.codecnullavro.schema{"type": "record", "version": "0.1", "name": "alert", "namespace": "winter", "fields": [{"type": "string", "name": "schemavsn", "doc": "schema version used"}, {"type": "string", "name": "publisher", "doc": "origin of alert packet"}, {"type": "string", "name": "objectId"}, {"type": "long", "name": "candid"}, {"type": {"type": "record", "version": "0.4", "name": "candidate", "namespace": "winter.alert", "fields": [{"type": "double", "name": "jd", "doc": "Observation Julian date at start of exposure [days]"}, {"type": ["float", "null"], "name": "diffmaglim", "default": null, "doc": "Expected 5-sigma mag limit in difference image based on global noise estimate [mag]"}, {"type": "int", "name": "fid", "default": null, "doc": "Filter ID (0=Y; 1=J; 2=H; 3=K)"}, {"type": ["string", "null"], "name": "programpi", "default": null, "doc": "Principal investigator attached to program ID"}, {"type": "int", "name": "programid", "default": null, "doc": "Program ID: encodes either public, collab, or caltech mode"}, {"type": "long", "name": "candid", "doc": "Candidate ID from operations DB"}, {"type": ["float"], "name": "isdiffpos", "doc": "t or 1 => candidate is from positive (sci minus ref) subtraction; f or 0 => candidate is from negative (ref minus sci) subtraction"}, {"type": ["int", "null"], "name": "field", "default": null, "doc": "ZTF field ID"}, {"type": ["float", "null"], "name": "xpos", "default": null, "doc": "x-image position of candidate [pixels]"}, {"type": ["float", "null"], "name": "ypos", "default": null, "doc": "y-image position of candidate [pixels]"}, {"type": "double", "name": "ra", "doc": "Right Ascension of candidate; J2000 [deg]"}, {"type": "double", "name": "dec", "doc": "Declination of candidate; J2000 [deg]"}, {"type": "float", "name": "magpsf", "doc": "Magnitude from PSF-fit photometry [mag]"}, {"type": "float", "name": "sigmapsf", "doc": "1-sigma uncertainty in magpsf [mag]"}, {"type": ["float", "null"], "name": "chipsf", "default": null, "doc": "Reduced chi-square for PSF-fit"}, {"type": ["float", "null"], "name": "magap", "default": null, "doc": "Aperture mag using 14 pixel diameter aperture [mag]"}, {"type": ["float", "null"], "name": "sigmagap", "default": null, "doc": "1-sigma uncertainty in magap [mag]"}, {"type": ["float", "null"], "name": "distnr", "default": null, "doc": "distance to nearest source in reference image PSF-catalog [pixels]"}, {"type": ["float", "null"], "name": "magnr", "default": null, "doc": "magnitude of nearest source in reference image PSF-catalog [mag]"}, {"type": ["float", "null"], "name": "sigmagnr", "default": null, "doc": "1-sigma uncertainty in magnr [mag]"}, {"type": ["float", "null"], "name": "chinr", "default": null, "doc": "DAOPhot chi parameter of nearest source in reference image PSF-catalog"}, {"type": ["float", "null"], "name": "sharpnr", "default": null, "doc": "DAOPhot sharp parameter of nearest source in reference image PSF-catalog"}, {"type": ["float", "null"], "name": "sky", "default": null, "doc": "Local sky background estimate [DN]"}, {"type": ["float", "null"], "name": "magdiff", "default": null, "doc": "Difference: magap - magpsf [mag]"}, {"type": ["float", "null"], "name": "fwhm", "default": null, "doc": "Full Width Half Max assuming a Gaussian core, from SExtractor [pixels]"}, {"type": ["float", "null"], "name": "classtar", "default": null, "doc": "Star/Galaxy classification score from SExtractor"}, {"type": ["float", "null"], "name": "mindtoedge", "default": null, "doc": "Distance to nearest edge in image [pixels]"}, {"type": ["float", "null"], "name": "magfromlim", "default": null, "doc": "Difference: diffmaglim - magap [mag]"}, {"type": ["float", "null"], "name": "seeratio", "default": null, "doc": "Ratio: difffwhm / fwhm"}, {"type": ["float", "null"], "name": "aimage", "default": null, "doc": "Windowed profile RMS afloat major axis from SExtractor [pixels]"}, {"type": ["float", "null"], "name": "bimage", "default": null, "doc": "Windowed profile RMS afloat minor axis from SExtractor [pixels]"}, {"type": ["float", "null"], "name": "aimagerat", "default": null, "doc": "Ratio: aimage / fwhm"}, {"type": ["float", "null"], "name": "bimagerat", "default": null, "doc": "Ratio: bimage / fwhm"}, {"type": ["float", "null"], "name": "elong", "default": null, "doc": "Ratio: aimage / bimage"}, {"type": ["int", "null"], "name": "nneg", "default": null, "doc": "number of negative pixels in a 5 x 5 pixel stamp"}, {"type": ["int", "null"], "name": "nbad", "default": null, "doc": "number of prior-tagged bad pixels in a 5 x 5 pixel stamp"}, {"type": ["float", "null"], "name": "rb", "default": null, "doc": "RealBogus quality score from Random Forest classifier; range is 0 to 1 where closer to 1 is more reliable"}, {"type": ["string", "null"], "name": "rbversion", "default": null, "doc": "version of Random Forest classifier model used to assign RealBogus (rb) quality score"}, {"type": ["float", "null"], "name": "ssdistnr", "default": null, "doc": "distance to nearest known solar system object if exists within 30 arcsec [arcsec]"}, {"type": ["float", "null"], "name": "ssmagnr", "default": null, "doc": "magnitude of nearest known solar system object if exists within 30 arcsec (usually V-band from MPC archive) [mag]"}, {"type": ["string", "null"], "name": "ssnamenr", "default": null, "doc": "name of nearest known solar system object if exists within 30 arcsec (from MPC archive)"}, {"type": ["float", "null"], "name": "sumrat", "default": null, "doc": "Ratio: sum(pixels) / sum(|pixels|) in a 5 x 5 pixel stamp where stamp is first median-filtered to mitigate outliers"}, {"type": ["float", "null"], "name": "magapbig", "default": null, "doc": "Aperture mag using 18 pixel diameter aperture [mag]"}, {"type": ["float", "null"], "name": "sigmagapbig", "default": null, "doc": "1-sigma uncertainty in magapbig [mag]"}, {"type": "double", "name": "psra1", "default": null, "doc": "Right Ascension of nearest source in reference image PSF-catalog; J2000 [deg]"}, {"type": "double", "name": "psdec1", "default": null, "doc": "Declination of nearest source in reference image PSF-catalog; J2000 [deg]"}, {"type": ["double", "null"], "name": "jdstarthist", "default": null, "doc": "Earliest Julian date of epoch corresponding to ndethist [days]"}, {"type": ["double", "null"], "name": "jdendhist", "default": null, "doc": "Latest Julian date of epoch corresponding to ndethist [days]"}, {"type": ["double", "null"], "name": "scorr", "default": null, "doc": "Peak-pixel signal-to-noise ratio in point source matched-filtered detection image"}, {"type": ["int", "null"], "name": "tooflag", "default": 0, "doc": "1 => candidate is from a Target-of-Opportunity (ToO) exposure; 0 => candidate is from a non-ToO exposure"}, {"type": ["float", "null"], "name": "psobjectid1", "default": null, "doc": "Object ID of closest source from PS1 catalog; if exists within 30 arcsec"}, {"type": ["float", "null"], "name": "sgmag1", "default": null, "doc": "g-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "srmag1", "default": null, "doc": "r-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "simag1", "default": null, "doc": "i-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "szmag1", "default": null, "doc": "z-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "tmjmag1", "default": null, "doc": "J-band PSF magnitude of closest source from 2MASS catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "tmhmag1", "default": null, "doc": "H-band PSF magnitude of closest source from 2MASS catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "tmkmag1", "default": null, "doc": "K-band PSF magnitude of closest source from 2MASS catalog; if exists within 30 arcsec [mag]"}, {"type": ["string", "null"], "name": "tmobjectid1", "default": null, "doc": "Object ID of closest source from 2MASS catalog; if exists within 30 arcsec"}, {"type": ["float", "null"], "name": "sgscore1", "default": null, "doc": "Star/Galaxy score of closest source from PS1 catalog; if exists within 30 arcsec: 0 <= sgscore <= 1 where closer to 1 implies higher likelihood of being a star"}, {"type": ["float", "null"], "name": "distpsnr1", "default": null, "doc": "Distance to closest source from PS1 catalog; if exists within 30 arcsec [arcsec]"}, {"type": ["float", "null"], "name": "psobjectid2", "default": null, "doc": "Object ID of second closest source from PS1 catalog; if exists within 30 arcsec"}, {"type": ["float", "null"], "name": "sgmag2", "default": null, "doc": "g-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "srmag2", "default": null, "doc": "r-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "simag2", "default": null, "doc": "i-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "szmag2", "default": null, "doc": "z-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "sgscore2", "default": null, "doc": "Star/Galaxy score of second closest source from PS1 catalog; if exists within 30 arcsec: 0 <= sgscore <= 1 where closer to 1 implies higher likelihood of being a star"}, {"type": ["float", "null"], "name": "distpsnr2", "default": null, "doc": "Distance to second closest source from PS1 catalog; if exists within 30 arcsec [arcsec]"}, {"type": ["float", "null"], "name": "tmjmag2", "default": null, "doc": "J-band PSF magnitude of second source from 2MASS catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "tmhmag2", "default": null, "doc": "H-band PSF magnitude of second source from 2MASS catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "tmkmag2", "default": null, "doc": "K-band PSF magnitude of second source from 2MASS catalog; if exists within 30 arcsec [mag]"}, {"type": ["string", "null"], "name": "tmobjectid2", "default": null, "doc": "Object ID of second source from 2MASS catalog; if exists within 30 arcsec"}, {"type": ["float", "null"], "name": "psobjectid3", "default": null, "doc": "Object ID of third closest source from PS1 catalog; if exists within 30 arcsec"}, {"type": ["float", "null"], "name": "sgmag3", "default": null, "doc": "g-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "srmag3", "default": null, "doc": "r-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "simag3", "default": null, "doc": "i-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "szmag3", "default": null, "doc": "z-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "sgscore3", "default": null, "doc": "Star/Galaxy score of third closest source from PS1 catalog; if exists within 30 arcsec: 0 <= sgscore <= 1 where closer to 1 implies higher likelihood of being a star"}, {"type": ["float", "null"], "name": "distpsnr3", "default": null, "doc": "Distance to third closest source from PS1 catalog; if exists within 30 arcsec [arcsec]"}, {"type": ["float", "null"], "name": "tmjmag3", "default": null, "doc": "J-band PSF magnitude of third source from 2MASS catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "tmhmag3", "default": null, "doc": "H-band PSF magnitude of third source from 2MASS catalog; if exists within 30 arcsec [mag]"}, {"type": ["float", "null"], "name": "tmkmag3", "default": null, "doc": "K-band PSF magnitude of third source from 2MASS catalog; if exists within 30 arcsec [mag]"}, {"type": ["string", "null"], "name": "tmobjectid3", "default": null, "doc": "Object ID of third source from 2MASS catalog; if exists within 30 arcsec"}, {"type": "int", "name": "nmtchps", "doc": "Number of source matches from PS1 catalog falling within 30 arcsec"}, {"type": "int", "name": "nmtchtm", "default": null, "doc": "Number of source matches from 2MASS catalog falling within 30 arcsec"}, {"type": ["float", "null"], "name": "dsnrms", "default": null, "doc": "Ratio: D/stddev(D) on event position where D = difference image"}, {"type": ["float", "null"], "name": "ssnrms", "default": null, "doc": "Ratio: S/stddev(S) on event position where S = image of convolution: D (x) PSF(D)"}, {"type": ["float", "null"], "name": "dsdiff", "default": null, "doc": "Difference of statistics: dsnrms - ssnrms"}, {"type": ["float", "null"], "name": "magzpsci", "default": null, "doc": "Magnitude zero point for photometry estimates [mag]"}, {"type": ["float", "null"], "name": "magzpsciunc", "default": null, "doc": "Magnitude zero point uncertainty (in magzpsci) [mag]"}, {"type": ["float", "null"], "name": "magzpscirms", "default": null, "doc": "RMS (deviation from average) in all differences between instrumental photometry and matched photometric calibrators from science image processing [mag]"}, {"type": ["float", "null"], "name": "clrcoeff", "default": null, "doc": "Color coefficient from linear fit from photometric calibration of science image"}, {"type": ["float", "null"], "name": "clrcounc", "default": null, "doc": "Color coefficient uncertainty from linear fit (corresponding to clrcoeff)"}, {"type": ["float", "null"], "name": "zpclrcov", "default": null, "doc": "Covariance in magzpsci and clrcoeff from science image processing [mag^2]"}, {"type": ["float", "null"], "name": "zpmed", "default": null, "doc": "Magnitude zero point from median of all differences between instrumental photometry and matched photometric calibrators from science image processing [mag]"}, {"type": ["float", "null"], "name": "clrmed", "default": null, "doc": "Median color of all PS1 photometric calibrators used from science image processing [mag]: for filter (fid) = 1, 2, 3, PS1 color used = g-r, g-r, r-i respectively"}, {"type": ["float", "null"], "name": "clrrms", "default": null, "doc": "RMS color (deviation from average) of all PS1 photometric calibrators used from science image processing [mag]"}, {"type": ["float", "null"], "name": "neargaia", "default": null, "doc": "Distance to closest source from Gaia DR1 catalog irrespective of magnitude; 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1=J; 2=H; 3=K)", "name": "fid", "type": "int"}, {"doc": "Integration time of camera exposure [sec]", "name": "exptime", "type": "float"}, {"doc": "Number of detections", "default": 1, "name": "ndethist", "type": "int"}, {"doc": "Earliest Julian date of epoch corresponding to ndethist [days]", "name": "jdstarthist", "type": "double"}, {"doc": "Latest Julian date of epoch corresponding to ndethist [days]", "name": "jdendhist", "type": "double"}, {"doc": "Name of program e.g 2023A000", "name": "progname", "type": "string"}, {"doc": "Program ID: encodes either public, collab, MIT or caltech mode", "name": "programid", "type": "int"}, {"doc": "boolean true => candidate is from positive (sci minus ref) subtraction; false => candidate is from negative (ref minus sci) subtraction", "name": "isdiffpos", "type": "boolean"}, {"doc": "WINTER field ID", "name": "field", "type": "int"}, {"doc": "Right Ascension of candidate; J2000 [deg]", "name": "ra", "type": "double"}, {"doc": "Declination of candidate; J2000 [deg]", "name": "dec", "type": "double"}, {"doc": "Magnitude zero point for photometry estimates [mag]", "name": "magzpsci", "type": ["float", "null"]}, {"doc": "Magnitude zero point uncertainty (in magzpsci) [mag]", "name": "magzpsciunc", "type": ["float", "null"]}, {"doc": "RMS (deviation from average) in all differences between instrumental photometry and matched photometric calibrators from science image processing [mag]", "name": "magzpscirms", "type": ["float", "null"]}, {"doc": "Expected 5-sigma mag limit in difference image based on global noise estimate [mag]", "name": "diffmaglim", "type": ["float", "null"]}, {"doc": "Magnitude from PSF-fit photometry [mag]", "name": "magpsf", "type": "float"}, {"doc": "1-sigma uncertainty in magpsf [mag]", "name": "sigmapsf", "type": "float"}, {"doc": "Reduced chi-square for PSF-fit", "name": "chipsf", "type": ["float", "null"]}, {"doc": "Aperture mag using 14 pixel diameter aperture [mag]", "name": "magap", "type": ["float", "null"]}, {"doc": "1-sigma uncertainty in magap [mag]", "name": "sigmagap", "type": ["float", "null"]}, {"doc": "Aperture mag using 18 pixel diameter aperture [mag]", "name": "magapbig", "type": ["float", "null"]}, {"doc": "1-sigma uncertainty in magapbig [mag]", "name": "sigmagapbig", "type": ["float", "null"]}, {"doc": "Difference: magap - magpsf [mag]", "name": "magdiff", "type": ["float", "null"]}, {"doc": "Difference: diffmaglim - magap [mag]", "name": "magfromlim", "type": ["float", "null"]}, {"doc": "distance to nearest source in reference image PSF-catalog [pixels]", "name": "distnr", "type": ["float", "null"]}, {"doc": "magnitude of nearest source in reference image PSF-catalog [mag]", "name": "magnr", "type": ["float", "null"]}, {"doc": "1-sigma uncertainty in magnr [mag]", "name": "sigmagnr", "type": ["float", "null"]}, {"doc": "x-image position of candidate [pixels]", "name": "xpos", "type": ["float", "null"]}, {"doc": "y-image position of candidate [pixels]", "name": "ypos", "type": ["float", "null"]}, {"doc": "Local sky background estimate [DN]", "name": "sky", "type": ["float", "null"]}, {"doc": "Full Width Half Max assuming a Gaussian core, from SExtractor [pixels]", "name": "fwhm", "type": ["float", "null"]}, {"doc": "Star/Galaxy classification score from SExtractor", "name": "classtar", "type": ["float", "null"]}, {"doc": "Distance to nearest edge in image [pixels]", "name": "mindtoedge", "type": ["float", "null"]}, {"doc": "Ratio: difffwhm / fwhm", "name": "seeratio", "type": ["float", "null"]}, {"doc": "Windowed profile RMS afloat major axis from SExtractor [pixels]", "name": "aimage", "type": ["float", "null"]}, {"doc": "Windowed profile RMS afloat minor axis from SExtractor [pixels]", "name": "bimage", "type": ["float", "null"]}, {"doc": "Ratio: aimage / fwhm", "name": "aimagerat", "type": ["float", "null"]}, {"doc": "Ratio: bimage / fwhm", "name": "bimagerat", "type": ["float", "null"]}, {"doc": "Ratio: aimage / bimage", "name": "elong", "type": ["float", "null"]}, {"doc": "number of negative pixels in a 5 x 5 pixel stamp", "name": "nneg", "type": ["int", "null"]}, {"doc": "number of prior-tagged bad pixels in a 5 x 5 pixel stamp", "name": "nbad", "type": ["int", "null"]}, {"doc": "Ratio: sum(pixels) / sum(|pixels|) in a 5 x 5 pixel stamp where stamp is first median-filtered to mitigate outliers", "name": "sumrat", "type": ["float", "null"]}, {"doc": "Ratio: D/stddev(D) on event position where D = difference image", "name": "dsnrms", "type": ["float", "null"]}, {"doc": "Ratio: S/stddev(S) on event position where S = image of convolution: D (x) PSF(D)", "name": "ssnrms", "type": ["float", "null"]}, {"doc": "Difference of statistics: dsnrms - ssnrms", "name": "dsdiff", "type": ["float", "null"]}, {"doc": "Peak-pixel signal-to-noise ratio in point source matched-filtered detection image", "name": "scorr", "type": ["double", "null"]}, {"doc": "Color coefficient from linear fit from photometric calibration of science image", "name": "clrcoeff", "type": ["float", "null"]}, {"doc": "Color coefficient uncertainty from linear fit (corresponding to clrcoeff)", "name": "clrcounc", "type": ["float", "null"]}, {"doc": "Covariance in magzpsci and clrcoeff from science image processing [mag^2]", "name": "zpclrcov", "type": ["float", "null"]}, {"doc": "Magnitude zero point from median of all differences between instrumental photometry and matched photometric calibrators from science image processing [mag]", "name": "zpmed", "type": ["float", "null"]}, {"doc": "Median color of all PS1 photometric calibrators used from science image processing [mag]: for filter (fid) = 1, 2, 3, PS1 color used = g-r, g-r, r-i respectively", "name": "clrmed", "type": ["float", "null"]}, {"doc": "RMS color (deviation from average) of all PS1 photometric calibrators used from science image processing [mag]", "name": "clrrms", "type": ["float", "null"]}, {"doc": "RealBogus quality score from Random Forest classifier; range is 0 to 1 where closer to 1 is more reliable", "name": "rb", "type": ["float", "null"]}, {"doc": "version of Random Forest classifier model used to assign RealBogus (rb) quality score", "name": "rbversion", "type": ["string", "null"]}, {"doc": "distance to nearest known solar system object if exists within 30 arcsec [arcsec]", "name": "ssdistnr", "type": ["float", "null"]}, {"doc": "magnitude of nearest known solar system object if exists within 30 arcsec (usually V-band from MPC archive) [mag]", "name": "ssmagnr", "type": ["float", "null"]}, {"doc": "name of nearest known solar system object if exists within 30 arcsec (from MPC archive)", "name": "ssnamenr", "type": ["string", "null"]}, {"doc": "true => candidate is from a Target-of-Opportunity (ToO) exposure; false => candidate is from a non-ToO exposure", "default": false, "name": "tooflag", "type": "boolean"}, {"doc": "Number of source matches from PS1 catalog falling within 30 arcsec", "name": "nmtchps", "type": "int"}, {"doc": "Right Ascension of nearest source in reference image PSF-catalog; J2000 [deg]", "name": "psra1", "type": ["float", "null"]}, {"doc": "Declination of nearest source in reference image PSF-catalog; J2000 [deg]", "name": "psdec1", "type": ["float", "null"]}, {"doc": "Object ID of closest source from PS1 catalog; if exists within 30 arcsec", "name": "psobjectid1", "type": ["float", "null"]}, {"doc": "g-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "sgmag1", "type": ["float", "null"]}, {"doc": "g-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "sgmag1", "type": ["float", "null"]}, {"doc": "r-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "srmag1", "type": ["float", "null"]}, {"doc": "i-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "simag1", "type": ["float", "null"]}, {"doc": "z-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "szmag1", "type": ["float", "null"]}, {"doc": "Star/Galaxy score of closest source from PS1 catalog; if exists within 30 arcsec: 0 <= sgscore <= 1 where closer to 1 implies higher likelihood of being a star", "name": "sgscore1", "type": ["float", "null"]}, {"doc": "Distance to closest source from PS1 catalog; if exists within 30 arcsec [arcsec]", "name": "distpsnr1", "type": ["float", "null"]}, {"doc": "Object ID of second closest source from PS1 catalog; if exists within 30 arcsec", "name": "psobjectid2", "type": ["float", "null"]}, {"doc": "g-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "sgmag2", "type": ["float", "null"]}, {"doc": "r-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "srmag2", "type": ["float", "null"]}, {"doc": "i-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "simag2", "type": ["float", "null"]}, {"doc": "z-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "szmag2", "type": ["float", "null"]}, {"doc": "Star/Galaxy score of second closest source from PS1 catalog; if exists within 30 arcsec: 0 <= sgscore <= 1 where closer to 1 implies higher likelihood of being a star", "name": "sgscore2", "type": ["float", "null"]}, {"doc": "Distance to second closest source from PS1 catalog; if exists within 30 arcsec [arcsec]", "name": "distpsnr2", "type": ["float", "null"]}, {"doc": "Object ID of third closest source from PS1 catalog; if exists within 30 arcsec", "name": "psobjectid3", "type": ["float", "null"]}, {"doc": "g-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "sgmag3", "type": ["float", "null"]}, {"doc": "r-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "srmag3", "type": ["float", "null"]}, {"doc": "i-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "simag3", "type": ["float", "null"]}, {"doc": "z-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "szmag3", "type": ["float", "null"]}, {"doc": "Star/Galaxy score of third closest source from PS1 catalog; if exists within 30 arcsec: 0 <= sgscore <= 1 where closer to 1 implies higher likelihood of being a star", "name": "sgscore3", "type": ["float", "null"]}, {"doc": "Distance to third closest source from PS1 catalog; if exists within 30 arcsec [arcsec]", "name": "distpsnr3", "type": ["float", "null"]}, {"doc": "Number of source matches from 2MASS catalog falling within 30 arcsec", "name": "nmtchtm", "type": "int"}, {"doc": "J-band PSF magnitude of closest source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmjmag1", "type": ["float", "null"]}, {"doc": "H-band PSF magnitude of closest source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmhmag1", "type": ["float", "null"]}, {"doc": "K-band PSF magnitude of closest source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmkmag1", "type": ["float", "null"]}, {"doc": "Object ID of closest source from 2MASS catalog; if exists within 30 arcsec", "name": "tmobjectid1", "type": ["string", "null"]}, {"doc": "J-band PSF magnitude of second source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmjmag2", "type": ["float", "null"]}, {"doc": "H-band PSF magnitude of second source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmhmag2", "type": ["float", "null"]}, {"doc": "K-band PSF magnitude of second source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmkmag2", "type": ["float", "null"]}, {"doc": "Object ID of second source from 2MASS catalog; if exists within 30 arcsec", "name": "tmobjectid2", "type": ["string", "null"]}, {"doc": "J-band PSF magnitude of third source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmjmag3", "type": ["float", "null"]}, {"doc": "H-band PSF magnitude of third source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmhmag3", "type": ["float", "null"]}, {"doc": "K-band PSF magnitude of third source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmkmag3", "type": ["float", "null"]}, {"doc": "Object ID of third source from 2MASS catalog; if exists within 30 arcsec", "name": "tmobjectid3", "type": ["string", "null"]}, {"doc": "Distance to closest source from Gaia DR1 catalog irrespective of magnitude; if exists within 90 arcsec [arcsec]", "name": "neargaia", "type": ["float", "null"]}, {"doc": "Distance to closest source from Gaia DR1 catalog brighter than magnitude 14; if exists within 90 arcsec [arcsec]", "name": "neargaiabright", "type": ["float", "null"]}, {"doc": "Gaia (G-band) magnitude of closest source from Gaia DR1 catalog irrespective of magnitude; if exists within 90 arcsec [mag]", "name": "maggaia", "type": ["float", "null"]}, {"doc": "Gaia (G-band) magnitude of closest source from Gaia DR1 catalog brighter than magnitude 14; if exists within 90 arcsec [mag]", "name": "maggaiabright", "type": ["float", "null"]}]}}, {"name": "prv_candidates", "type": [{"type": "array", "items": {"type": "record", "doc": "avro alert prv_candidate schema for WINTER", "name": "winter.alert.prv_candidate", "fields": [{"doc": "Candidate ID from operations DB", "name": "candid", "type": ["long", "null"]}, {"doc": "Name of program e.g 2023A000", "name": "progname", "type": "string"}, {"doc": "Observation Julian date at start of exposure [days]", "name": "jd", "type": "double"}, {"doc": "Filter ID (0=Y; 1=J; 2=H; 3=K)", "name": "fid", "type": "int"}, {"doc": "true => candidate is from positive (sci minus ref) subtraction; f or 0 => candidate is from negative (ref minus sci) subtraction", "name": "isdiffpos", "type": "boolean"}, {"doc": "field ID", "name": "fieldid", "type": "int"}, {"doc": "Right Ascension of candidate; J2000 [deg]", "name": "ra", "type": "double"}, {"doc": "Declination of candidate; J2000 [deg]", "name": "dec", "type": "double"}, {"doc": "Magnitude from PSF-fit photometry [mag]", "name": "magpsf", "type": "float"}, {"doc": "1-sigma uncertainty in magpsf [mag]", "name": "sigmapsf", "type": "float"}, {"doc": "Full Width Half Max assuming a Gaussian core, from SExtractor [pixels]", "name": "fwhm", "type": ["float", "null"]}, {"doc": "Peak-pixel signal-to-noise ratio in point source matched-filtered detection image", "name": "scorr", "type": ["double", "null"]}]}}, "null"]}, {"doc": "science cutout image [gzipped fits bytestream]", "name": "cutout_science", "type": "bytes"}, {"doc": "cutout of template image [gzipped fits bytestream]", "name": "cutout_template", "type": "bytes"}, {"doc": "difference image cutout [gzipped fits bytestream]", "name": "cutout_difference", "type": "bytes"}]}EMdPĽ0.1WINTER-mirarWNTR24awatinBAB1pnBAnBA2023A013؛iHv3ip@PF@tA<=AHUAZa<pDAAt<2Az<:?c@13DDBAB}/@J?f>}=?Еu?l \F@IC!y@R[FAFAȇADAAuB@NW[~AA 5A^ˏAHAR[QA}AyA$wA!]^Ar|A%yAq=rA"17301803+0715533 J A-|AtA"17301763+0716014 |gAq=^Ad;_A"17301748+0715388 2023A0131pnBA؛9>.3ip@%`p&{@ȋAy=u={A:]-,@>(eyTۨ4$Dگw4d,PBfRJ R + 4ބw:w|:k=ku_k{v 8 +ttu VLqݳ{}^:{tlV,vٽebbT3⫳EMEj:vOg^;Y2G=z+1z0 30 30c0EY*r}5##~]#wնJA"%-q mFd(K*ZYQ"Lm*DNe̍mdf!$Agu:^ ?^'S}"$׎9bpx^[|$c]L,Yj9)2jJ. r7h8D5J:z-#F%@Fd6 Ĥyo솲ˡ{#+Ú{&.VDϓ_9Ih@>F}ĴIVLF %,&cQa3A{i{xA I6}&G$%6O(/ +p)֟l +t1'aA[cA!ՑӦrW ğmqJhUёɂLQxq?a`XOp?83>?kzd;qѫe\w-Vy\8n >9F\Y[7Ǥ)ܝFk3>"=UErOloK1"Ab]ЯZO9-U'*y +/M!:FpaCY&y>Vl +*SG EDޗ/X_}I79nӲj\uJYͧ/y}|~]dH埑ʝ3B#9YWo% XA bܤxcWn'6}UfTf-7+Зs +=u')Ob.wu!&JaI'Wz}[@j/C.r>q?yX~}#Brpy} ɵw~p"ؒ ]ei,o%9zʡ(X+R9/!q]I^߰`\ӓpQ2) +s!~.\rw|&χ,K7%C:+:ЌP':a:>GT-)of`Iv{䄮/q%}RskkF cRtI_"㈰drG+Yʊh ݯ ٕ!Swo}\FPfzܑV .guU_ g n~M5gd%3MbNR+J~LElrX.&KՐr-Yųd@#qϴ->pa4cGDH >nM XP-[T_^A'hTcj=ʧ_j{+!/L{ɹeyQh< +EPfì΁ PW /#bgjK25DlA.:Aʎ#8SU^KQ(AӃvJp7n ;[Pk!8v˘v̎!ZPw<Nʰi`/R5A i[g`xbhLRe/™q ? 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Tc#?̲2]9*'&KՄ>ܿaIy;dOF)s LMhPpe;j9*Rj-Z~SQCh#Z > \Us`m_I_mc1yy NnlGy{w/YI Y|ŀlNFO9]knfN6ھY}J^bS:.vf/D 0"T]=ޟ@vXHI.|&k"Nxz?IS|ΡrX3C[~YJ(}?F.C_gkl Z &A$/ӷ(_.%;M[dрKhǛ5i~fUIX><4^mB+ :T |i M8|]nTy/+7]fԦV3A4jb)pxդ(yۮw4e56 eW$bz3ly;}՞]W`:Fwpx)?]ѧti@뚘x[#&~A3yY1 ]񴉗DS#zlJ *7U-8/1EB匑$L-ʃ=;YJwnY[T"q|h#EC㿂ץ !p{)]+'R?UJ+D߻Oj sEux.-AJƮOpPI&'֭1Ql ]|GCǞNAϣtkLO# +O +[jH0|e"AƸT^L+t^s2A4>GNʴkRkL}&+keMiZlM! ^ GۂNJc;jya?;@yy#B6 ,>iȫ?GyC}sD4ozo n{ 3<[ZF÷6M֢ drz2C'ݦm<p 9^W Mjjg^ xܿ}ZRQϨ_fDc +tΔ-Cc~{/O%}Οf*zv"& FIw* `|:Gi WPfF>*("?-ha[Và&V7z>x-aO?rD<HyeM}T d7\ kBM~ jO3=6Yͼ_"V"cj]'MEZ7[{קP=hIreK7Ro6,&Α:56˖'?vVDPh8R$u-#0 +xKս@|hgNJDxuޮEɺ! +_k u$]NJTaUkۃwo?C_9"6Z-ReW^Kՙ_Zc?ّV"'z߬$̫俯X\gy\.-QO>rVc]@<.X%\= Ok+s`K.47RAlӂi6_۷@dɣ;o@v`n}AtOkNMGmjmoW>q~*s]in匣繪/ l\`}VnǠry/#_v}tBC!3_@XlY8.Q*rAEo; 9,8$m_k^Bm53X0#n4,g olWjS<l`JE֬C`ەxԹaXه@4wSlTzB+=mtX%sI ӾJ)`{]#df U>onkl!݆2s;P{<_\RGYZ+__TI_Y] 7T#r {`47g$_ sOdmf.o6(MʮpۜU4r J{4Jc: Q{*"`؉jE}_+e?L _QOɁ!RhAHa`.(p}uo v!9f-X-h#;tf0-O?-r][pLJ88:L-hYth)ۋ\ BhOЦ=HNܰ$ֻtPqH+<}-? dݾʠ=?׏ƪҙG nZu8#zQ yGP߯_F0l#;N.SwoA@g)єFL_gj)qR`y{MhV 탂 +B 2@NJABΪWy]N aT _;o)I4n[C\Sv3"L%ޥ_p*k1;{],8^\E,gm#w7сЮ +m<h䍜%Q<|& 3ɱU7{f`']ܲΓIgL֯H %`IW,bYwu]wu]wu]wu]wu]wu]wu]wu]wu]wuu=Yzֳg>bZg}{A| \ No newline at end of file diff --git a/data/wntr_alerts/20240311/3608704.avro b/data/wntr_alerts/20240311/3608704.avro new file mode 100644 index 00000000..d3d516f8 --- /dev/null +++ b/data/wntr_alerts/20240311/3608704.avro @@ -0,0 +1,197 @@ +Objavro.codecnullavro.schema{"type": "record", "doc": "avro alert schema for WINTER", "name": "winter.alert", "fields": [{"doc": "schema version used", "default": "0.1", "name": "schemavsn", "type": "string"}, {"doc": "origin of alert packet", "default": "WINTER-mirar", "name": "publisher", "type": "string"}, {"name": "objectid", "type": "string"}, {"name": "candid", "type": "long"}, {"doc": "candidate information", "name": "candidate", "type": {"type": "record", "doc": "avro alert candidate schema for WINTER", "name": "winter.alert.candidate", "fields": [{"doc": "Candidate ID from candidates DB", "name": "candid", "type": "long"}, {"doc": "Whether this candidate is superceded by a reprocessing", "default": false, "name": "deprecated", "type": "boolean"}, {"doc": "Observation Julian date at start of exposure [days]", "name": "jd", "type": "double"}, {"doc": "Filter ID (0=Y; 1=J; 2=H; 3=K)", "name": "fid", "type": "int"}, {"doc": "Integration time of camera exposure [sec]", "name": "exptime", "type": "float"}, {"doc": "Number of detections", "default": 1, "name": "ndethist", "type": "int"}, {"doc": "Earliest Julian date of epoch corresponding to ndethist [days]", "name": "jdstarthist", "type": "double"}, {"doc": "Latest Julian date of epoch corresponding to ndethist [days]", "name": "jdendhist", "type": "double"}, {"doc": "Name of program e.g 2023A000", "name": "progname", "type": "string"}, {"doc": "Program ID: encodes either public, collab, MIT or caltech mode", "name": "programid", "type": "int"}, {"doc": "boolean true => candidate is from positive (sci minus ref) subtraction; false => candidate is from negative (ref minus sci) subtraction", "name": "isdiffpos", "type": "boolean"}, {"doc": "WINTER field ID", "name": "field", "type": "int"}, {"doc": "Right Ascension of candidate; J2000 [deg]", "name": "ra", "type": "double"}, {"doc": "Declination of candidate; J2000 [deg]", "name": "dec", "type": "double"}, {"doc": "Magnitude zero point for photometry estimates [mag]", "name": "magzpsci", "type": ["float", "null"]}, {"doc": "Magnitude zero point uncertainty (in magzpsci) [mag]", "name": "magzpsciunc", "type": ["float", "null"]}, {"doc": "RMS (deviation from average) in all differences between instrumental photometry and matched photometric calibrators from science image processing [mag]", "name": "magzpscirms", "type": ["float", "null"]}, {"doc": "Expected 5-sigma mag limit in difference image based on global noise estimate [mag]", "name": "diffmaglim", "type": ["float", "null"]}, {"doc": "Magnitude from PSF-fit photometry [mag]", "name": "magpsf", "type": "float"}, {"doc": "1-sigma uncertainty in magpsf [mag]", "name": "sigmapsf", "type": "float"}, {"doc": "Reduced chi-square for PSF-fit", "name": "chipsf", "type": ["float", "null"]}, {"doc": "Aperture mag using 14 pixel diameter aperture [mag]", "name": "magap", "type": ["float", "null"]}, {"doc": "1-sigma uncertainty in magap [mag]", "name": "sigmagap", "type": ["float", "null"]}, {"doc": "Aperture mag using 18 pixel diameter aperture [mag]", "name": "magapbig", "type": ["float", "null"]}, {"doc": "1-sigma uncertainty in magapbig [mag]", "name": "sigmagapbig", "type": ["float", "null"]}, {"doc": "Difference: magap - magpsf [mag]", "name": "magdiff", "type": ["float", "null"]}, {"doc": "Difference: diffmaglim - magap [mag]", "name": "magfromlim", "type": ["float", "null"]}, {"doc": "distance to nearest source in reference image PSF-catalog [pixels]", "name": "distnr", "type": ["float", "null"]}, {"doc": "magnitude of nearest source in reference image PSF-catalog [mag]", "name": "magnr", "type": ["float", "null"]}, {"doc": "1-sigma uncertainty in magnr [mag]", "name": "sigmagnr", "type": ["float", "null"]}, {"doc": "x-image position of candidate [pixels]", "name": "xpos", "type": ["float", "null"]}, {"doc": "y-image position of candidate [pixels]", "name": "ypos", "type": ["float", "null"]}, {"doc": "Local sky background estimate [DN]", "name": "sky", "type": ["float", "null"]}, {"doc": "Full Width Half Max assuming a Gaussian core, from SExtractor [pixels]", "name": "fwhm", "type": ["float", "null"]}, {"doc": "Star/Galaxy classification score from SExtractor", "name": "classtar", "type": ["float", "null"]}, {"doc": "Distance to nearest edge in image [pixels]", "name": "mindtoedge", "type": ["float", "null"]}, {"doc": "Ratio: difffwhm / fwhm", "name": "seeratio", "type": ["float", "null"]}, {"doc": "Windowed profile RMS afloat major axis from SExtractor [pixels]", "name": "aimage", "type": ["float", "null"]}, {"doc": "Windowed profile RMS afloat minor axis from SExtractor [pixels]", "name": "bimage", "type": ["float", "null"]}, {"doc": "Ratio: aimage / fwhm", "name": "aimagerat", "type": ["float", "null"]}, {"doc": "Ratio: bimage / fwhm", "name": "bimagerat", "type": ["float", "null"]}, {"doc": "Ratio: aimage / bimage", "name": "elong", "type": ["float", "null"]}, {"doc": "number of negative pixels in a 5 x 5 pixel stamp", "name": "nneg", "type": ["int", "null"]}, {"doc": "number of prior-tagged bad pixels in a 5 x 5 pixel stamp", "name": "nbad", "type": ["int", "null"]}, {"doc": "Ratio: sum(pixels) / sum(|pixels|) in a 5 x 5 pixel stamp where stamp is first median-filtered to mitigate outliers", "name": "sumrat", "type": ["float", "null"]}, {"doc": "Ratio: D/stddev(D) on event position where D = difference image", "name": "dsnrms", "type": ["float", "null"]}, {"doc": "Ratio: S/stddev(S) on event position where S = image of convolution: D (x) PSF(D)", "name": "ssnrms", "type": ["float", "null"]}, {"doc": "Difference of statistics: dsnrms - ssnrms", "name": "dsdiff", "type": ["float", "null"]}, {"doc": "Peak-pixel signal-to-noise ratio in point source matched-filtered detection image", "name": "scorr", "type": ["double", "null"]}, {"doc": "Color coefficient from linear fit from photometric calibration of science image", "name": "clrcoeff", "type": ["float", "null"]}, {"doc": "Color coefficient uncertainty from linear fit (corresponding to clrcoeff)", "name": "clrcounc", "type": ["float", "null"]}, {"doc": "Covariance in magzpsci and clrcoeff from science image processing [mag^2]", "name": "zpclrcov", "type": ["float", "null"]}, {"doc": "Magnitude zero point from median of all differences between instrumental photometry and matched photometric calibrators from science image processing [mag]", "name": "zpmed", "type": ["float", "null"]}, {"doc": "Median color of all PS1 photometric calibrators used from science image processing [mag]: for filter (fid) = 1, 2, 3, PS1 color used = g-r, g-r, r-i respectively", "name": "clrmed", "type": ["float", "null"]}, {"doc": "RMS color (deviation from average) of all PS1 photometric calibrators used from science image processing [mag]", "name": "clrrms", "type": ["float", "null"]}, {"doc": "RealBogus quality score from Random Forest classifier; range is 0 to 1 where closer to 1 is more reliable", "name": "rb", "type": ["float", "null"]}, {"doc": "version of Random Forest classifier model used to assign RealBogus (rb) quality score", "name": "rbversion", "type": ["string", "null"]}, {"doc": "distance to nearest known solar system object if exists within 30 arcsec [arcsec]", "name": "ssdistnr", "type": ["float", "null"]}, {"doc": "magnitude of nearest known solar system object if exists within 30 arcsec (usually V-band from MPC archive) [mag]", "name": "ssmagnr", "type": ["float", "null"]}, {"doc": "name of nearest known solar system object if exists within 30 arcsec (from MPC archive)", "name": "ssnamenr", "type": ["string", "null"]}, {"doc": "true => candidate is from a Target-of-Opportunity (ToO) exposure; false => candidate is from a non-ToO exposure", "default": false, "name": "tooflag", "type": "boolean"}, {"doc": "Number of source matches from PS1 catalog falling within 30 arcsec", "name": "nmtchps", "type": "int"}, {"doc": "Right Ascension of nearest source in reference image PSF-catalog; J2000 [deg]", "name": "psra1", "type": ["float", "null"]}, {"doc": "Declination of nearest source in reference image PSF-catalog; J2000 [deg]", "name": "psdec1", "type": ["float", "null"]}, {"doc": "Object ID of closest source from PS1 catalog; if exists within 30 arcsec", "name": "psobjectid1", "type": ["float", "null"]}, {"doc": "g-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "sgmag1", "type": ["float", "null"]}, {"doc": "g-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "sgmag1", "type": ["float", "null"]}, {"doc": "r-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "srmag1", "type": ["float", "null"]}, {"doc": "i-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "simag1", "type": ["float", "null"]}, {"doc": "z-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "szmag1", "type": ["float", "null"]}, {"doc": "Star/Galaxy score of closest source from PS1 catalog; if exists within 30 arcsec: 0 <= sgscore <= 1 where closer to 1 implies higher likelihood of being a star", "name": "sgscore1", "type": ["float", "null"]}, {"doc": "Distance to closest source from PS1 catalog; if exists within 30 arcsec [arcsec]", "name": "distpsnr1", "type": ["float", "null"]}, {"doc": "Object ID of second closest source from PS1 catalog; if exists within 30 arcsec", "name": "psobjectid2", "type": ["float", "null"]}, {"doc": "g-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "sgmag2", "type": ["float", "null"]}, {"doc": "r-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "srmag2", "type": ["float", "null"]}, {"doc": "i-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "simag2", "type": ["float", "null"]}, {"doc": "z-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "szmag2", "type": ["float", "null"]}, {"doc": "Star/Galaxy score of second closest source from PS1 catalog; if exists within 30 arcsec: 0 <= sgscore <= 1 where closer to 1 implies higher likelihood of being a star", "name": "sgscore2", "type": ["float", "null"]}, {"doc": "Distance to second closest source from PS1 catalog; if exists within 30 arcsec [arcsec]", "name": "distpsnr2", "type": ["float", "null"]}, {"doc": "Object ID of third closest source from PS1 catalog; if exists within 30 arcsec", "name": "psobjectid3", "type": ["float", "null"]}, {"doc": "g-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "sgmag3", "type": ["float", "null"]}, {"doc": "r-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "srmag3", "type": ["float", "null"]}, {"doc": "i-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "simag3", "type": ["float", "null"]}, {"doc": "z-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "szmag3", "type": ["float", "null"]}, {"doc": "Star/Galaxy score of third closest source from PS1 catalog; if exists within 30 arcsec: 0 <= sgscore <= 1 where closer to 1 implies higher likelihood of being a star", "name": "sgscore3", "type": ["float", "null"]}, {"doc": "Distance to third closest source from PS1 catalog; if exists within 30 arcsec [arcsec]", "name": "distpsnr3", "type": ["float", "null"]}, {"doc": "Number of source matches from 2MASS catalog falling within 30 arcsec", "name": "nmtchtm", "type": "int"}, {"doc": "J-band PSF magnitude of closest source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmjmag1", "type": ["float", "null"]}, {"doc": "H-band PSF magnitude of closest source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmhmag1", "type": ["float", "null"]}, {"doc": "K-band PSF magnitude of closest source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmkmag1", "type": ["float", "null"]}, {"doc": "Object ID of closest source from 2MASS catalog; if exists within 30 arcsec", "name": "tmobjectid1", "type": ["string", "null"]}, {"doc": "J-band PSF magnitude of second source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmjmag2", "type": ["float", "null"]}, {"doc": "H-band PSF magnitude of second source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmhmag2", "type": ["float", "null"]}, {"doc": "K-band PSF magnitude of second source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmkmag2", "type": ["float", "null"]}, {"doc": "Object ID of second source from 2MASS catalog; if exists within 30 arcsec", "name": "tmobjectid2", "type": ["string", "null"]}, {"doc": "J-band PSF magnitude of third source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmjmag3", "type": ["float", "null"]}, {"doc": "H-band PSF magnitude of third source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmhmag3", "type": ["float", "null"]}, {"doc": "K-band PSF magnitude of third source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmkmag3", "type": ["float", "null"]}, {"doc": "Object ID of third source from 2MASS catalog; if exists within 30 arcsec", "name": "tmobjectid3", "type": ["string", "null"]}, {"doc": "Distance to closest source from Gaia DR1 catalog irrespective of magnitude; if exists within 90 arcsec [arcsec]", "name": "neargaia", "type": ["float", "null"]}, {"doc": "Distance to closest source from Gaia DR1 catalog brighter than magnitude 14; if exists within 90 arcsec [arcsec]", "name": "neargaiabright", "type": ["float", "null"]}, {"doc": "Gaia (G-band) magnitude of closest source from Gaia DR1 catalog irrespective of magnitude; if exists within 90 arcsec [mag]", "name": "maggaia", "type": ["float", "null"]}, {"doc": "Gaia (G-band) magnitude of closest source from Gaia DR1 catalog brighter than magnitude 14; if exists within 90 arcsec [mag]", "name": "maggaiabright", "type": ["float", "null"]}]}}, {"name": "prv_candidates", "type": [{"type": "array", "items": {"type": "record", "doc": "avro alert prv_candidate schema for WINTER", "name": "winter.alert.prv_candidate", "fields": [{"doc": "Candidate ID from operations DB", "name": "candid", "type": ["long", "null"]}, {"doc": "Name of program e.g 2023A000", "name": "progname", "type": "string"}, {"doc": "Observation Julian date at start of exposure [days]", "name": "jd", "type": "double"}, {"doc": "Filter ID (0=Y; 1=J; 2=H; 3=K)", "name": "fid", "type": "int"}, {"doc": "true => candidate is from positive (sci minus ref) subtraction; f or 0 => candidate is from negative (ref minus sci) subtraction", "name": "isdiffpos", "type": "boolean"}, {"doc": "field ID", "name": "fieldid", "type": "int"}, {"doc": "Right Ascension of candidate; J2000 [deg]", "name": "ra", "type": "double"}, {"doc": "Declination of candidate; J2000 [deg]", "name": "dec", "type": "double"}, {"doc": "Magnitude from PSF-fit photometry [mag]", "name": "magpsf", "type": "float"}, {"doc": "1-sigma uncertainty in magpsf [mag]", "name": "sigmapsf", "type": "float"}, {"doc": "Full Width Half Max assuming a Gaussian core, from SExtractor [pixels]", "name": "fwhm", "type": ["float", "null"]}, {"doc": "Peak-pixel signal-to-noise ratio in point source matched-filtered detection image", "name": "scorr", "type": ["double", "null"]}]}}, "null"]}, {"doc": "science cutout image [gzipped fits bytestream]", "name": "cutout_science", "type": "bytes"}, {"doc": "cutout of template image [gzipped fits bytestream]", "name": "cutout_template", "type": "bytes"}, {"doc": "difference image cutout [gzipped fits bytestream]", "name": "cutout_difference", "type": "bytes"}]}0h\lnf-X0.1WINTER-mirarWNTR24awatr¸¸nBAB1pnBAnBA2023A013؛glkp@,W? @tA<=A&܇A=5DApP >?"6?CDDS@@'Bͤ?# ?iJ>[>?R>}wcP@[C{J@R[mUAmUAoKAFADA@R[ޫAA5^AOA3AR[1AA AKjAXA`2A*Ah)A"17305082+0715328 nannan2023A0131pnBA؛?Rkkp@JN. @bAi>@o@F(ei4me"4ETF J4Ѡh9SRDR2)2>UIDJTҠyܭxX=<}4G\nNs 6nZ|irpv<↓7rzKn5XtRM[70a<࿹U:Wߕ֭_o]f??Wq y{U>裏>裏c@Lj8N,HȂ7JcI1)\Sq²/̖eD+Mh CbPL*>xL؎kTn{:I!'D+G (ǂ ^}JʊVWnɵ-1!6h.hn/ݶkGgr#:k ڦv^P <n->$\0.#N\*GߎٟvEݵaR,Yw1vX9ݴuI:%#ġ1/z[ \qJ·|.J[!KA)+X':CƢNv펆qB` +*^^Ta 4 nڽ?d)ǀ0X[/AR8h>mM{_&ewz)r* e{ڳj82fUv㱱z+)'/(%̩zI%7i ?+bz(2ė* +FZC +pIl,w>F?Iv0+{PS-Ef䈙Li\.ȁ\k^Hrh7I#Rv|> +VYGX]@$I" mR\}Hh5QG2#Y"ruCapy *,Gq3&&$D(Z\ )i'Re!{&Yʦ+zjy|wΤz&UptY+laF ccaWy [[Ō *W0壋N@G w֞~Kf5q7ɖא +f@>UChmـ/[/} iN/h*|_jΣ2>66jT!;k<w=ur <{ :ILGo\XȕZEV*ś9F\P^4-@7chP"o4c𩃽޺\{U5pҵi.}<}=6 ٜ\N-iAG$8 yj%uތJU$KBmwƪp-Wd_.Y$=f2m7n8?_IOEC˞g,fi9O\Abw>HpStnW:5kF~UL$8 ,.b|@ޥq\.^l}~Kfܤˇ$W9\Dv}'ؾٔ{/p}e Du. 7jdrk(x _4WYp%x?4._cKϼrG) +RkW{3:@8' ޫ(>³ +ÀєOQfH>q"騃'ČS@th@$O7̈́Pvd +]{[^MmNr2MY=}dFG &nm{CppI.Lwt } ~.WOs.bk5:k kgoƙI {ڬ`ՂjS5(??I# 1gA(Il 8('uٖ0%UZn |ۊa]1l/BdVs`l?g3*fs_E?ғpl]Gt]VZx -X%ke*pϙp (ɣ4J\ax@!vZÒN!s=Expho: !dN׭0O^R/hTEX0hcpÔ<~QHG+@^‘۫07"Oga.~ˋ[b 8ŏսpDih$g^V68n&)? r&z," +1ԅ_ؙ!&Zp'`˶=/ p7.? 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A8: AJKc/#\q-yMp!Ma" +wnl|ү)FK0eKKjX\{ pڮC?=>ogru/Kޮ:[͎ ]`45 eה*Qty;r.}hi; LG5peʲ3j_|<&EZI]Л1{zSPS,J5v;U9TY!c hݬ=o^%;QIp8026Im͠\TbWiT̚q )4zTJĬwI}ݤ.ͅp}%80>(vs 1+SG͌"d3 ٗ/44v>ɮ5[Q>ކ෩T&|ҵO'ʎe^ON +ʃBϭ;h?gjE2ARxq\#UzGK>NΟd,*xZhZ0?;emo$sYHh|P؜x?sǮ~0J4كvㅁ.+lo= b 3F_*jt,˃J'JxUjRK +R>tHpIH[##Tnh}Kqɻ{ct~E&I.ZnoxZ6aʬzX%Áw;I:PmV L)vꨀ3S?`uE,2'OW) 5/9;ܒx=MZ[ŚiXsa@9uV"5N 3> +GavUOSW-@.5[ #I,|%8zreFj;KN(w9)QoBPou &$oF!ۧg-V:־ߓhv5TS =kb>似]0z{i_U,g92"GLչQPxҟ{ +嬚+ }c"ZPh7\oowVEQ(I&l!VЍ"k4?@g{XV80FqHa¯{RBb{ +]UEޏ'&b3e qn`}怃>s gOtیWXm:PAe^r-~ל +4vM%2z/ɏy BσjiA&h-Ęm@W_Ő'U[ T\(9g~qheJdPeG=" r?\x: Q3m["r\|WĂlN7Xp f<- ~/[qAUd wSn4]C*xKTyi)p:m݈N1osy +a쪺wqǂSnTv $4=Z܂ 7th +Ulݶ$` r_ lކu@Uk @Flhv2F  +h灡b[}4̽w6+`/=?' e2olgtbveƂ5O^!_VlOiH En:8Da|]&ri}?de ǎ,=)5B *e4Zr/Ur%td䳧sKǕjrݭ(u|wNoP6D%pa_Y96)udh3t$fzoLH&'q.cãfu`&6=]&<8Ao M [T+mW2VTۥ跀 :N4 `.Ȍ. $4ީ,ЭUdƔ$op6 7\w73?PcuבNP\82:@5bLw)>v~%C=p,gx~IY$tZ䲆C?GQ'FhA +tG6f stRtͲۏAWcZtC7o +DKah;t5|GԹ57Ss+`vW0%jskڈ&BFX20M\_|m$iʽ~̓i:lÑ#EIQ~L'bᐉv-g`LI4y.0nTm;iEI>&:<tlXDYa޿}98nt{ty5ьDuHނR$4KM|Vt^+i@$XpǕ#C&EY뉃3"7:Ϝz{~2P/)\倦䏗fwrq6*˗~i{Ir&8R)KEuYFڬ4W_2m:tP1$ꇐo!B"D+?70h\lnf-X \ No newline at end of file diff --git a/data/wntr_alerts/20240311/3608721.avro b/data/wntr_alerts/20240311/3608721.avro new file mode 100644 index 00000000..00e10f13 --- /dev/null +++ b/data/wntr_alerts/20240311/3608721.avro @@ -0,0 +1,380 @@ +Objavro.codecnullavro.schema{"type": "record", "doc": "avro alert schema for WINTER", "name": "winter.alert", "fields": [{"doc": "schema version used", "default": "0.1", "name": "schemavsn", "type": "string"}, {"doc": "origin of alert packet", "default": "WINTER-mirar", "name": "publisher", "type": "string"}, {"name": "objectid", "type": "string"}, {"name": "candid", "type": "long"}, {"doc": "candidate information", "name": "candidate", "type": {"type": "record", "doc": "avro alert candidate schema for WINTER", "name": "winter.alert.candidate", "fields": [{"doc": "Candidate ID from candidates DB", "name": "candid", "type": "long"}, {"doc": "Whether this candidate is superceded by a reprocessing", "default": false, "name": "deprecated", "type": "boolean"}, {"doc": "Observation Julian date at start of exposure [days]", "name": "jd", "type": "double"}, {"doc": "Filter ID (0=Y; 1=J; 2=H; 3=K)", "name": "fid", "type": "int"}, {"doc": "Integration time of camera exposure [sec]", "name": "exptime", "type": "float"}, {"doc": "Number of detections", "default": 1, "name": "ndethist", "type": "int"}, {"doc": "Earliest Julian date of epoch corresponding to ndethist [days]", "name": "jdstarthist", "type": "double"}, {"doc": "Latest Julian date of epoch corresponding to ndethist [days]", "name": "jdendhist", "type": "double"}, {"doc": "Name of program e.g 2023A000", "name": "progname", "type": "string"}, {"doc": "Program ID: encodes either public, collab, MIT or caltech mode", "name": "programid", "type": "int"}, {"doc": "boolean true => candidate is from positive (sci minus ref) subtraction; false => candidate is from negative (ref minus sci) subtraction", "name": "isdiffpos", "type": "boolean"}, {"doc": "WINTER field ID", "name": "field", "type": "int"}, {"doc": "Right Ascension of candidate; J2000 [deg]", "name": "ra", "type": "double"}, {"doc": "Declination of candidate; J2000 [deg]", "name": "dec", "type": "double"}, {"doc": "Magnitude zero point for photometry estimates [mag]", "name": "magzpsci", "type": ["float", "null"]}, {"doc": "Magnitude zero point uncertainty (in magzpsci) [mag]", "name": "magzpsciunc", "type": ["float", "null"]}, {"doc": "RMS (deviation from average) in all differences between instrumental photometry and matched photometric calibrators from science image processing [mag]", "name": "magzpscirms", "type": ["float", "null"]}, {"doc": "Expected 5-sigma mag limit in difference image based on global noise estimate [mag]", "name": "diffmaglim", "type": ["float", "null"]}, {"doc": "Magnitude from PSF-fit photometry [mag]", "name": "magpsf", "type": "float"}, {"doc": "1-sigma uncertainty in magpsf [mag]", "name": "sigmapsf", "type": "float"}, {"doc": "Reduced chi-square for PSF-fit", "name": "chipsf", "type": ["float", "null"]}, {"doc": "Aperture mag using 14 pixel diameter aperture [mag]", "name": "magap", "type": ["float", "null"]}, {"doc": "1-sigma uncertainty in magap [mag]", "name": "sigmagap", "type": ["float", "null"]}, {"doc": "Aperture mag using 18 pixel diameter aperture [mag]", "name": "magapbig", "type": ["float", "null"]}, {"doc": "1-sigma uncertainty in magapbig [mag]", "name": "sigmagapbig", "type": ["float", "null"]}, {"doc": "Difference: magap - magpsf [mag]", "name": "magdiff", "type": ["float", "null"]}, {"doc": "Difference: diffmaglim - magap [mag]", "name": "magfromlim", "type": ["float", "null"]}, {"doc": "distance to nearest source in reference image PSF-catalog [pixels]", "name": "distnr", "type": ["float", "null"]}, {"doc": "magnitude of nearest source in reference image PSF-catalog [mag]", "name": "magnr", "type": ["float", "null"]}, {"doc": "1-sigma uncertainty in magnr [mag]", "name": "sigmagnr", "type": ["float", "null"]}, {"doc": "x-image position of candidate [pixels]", "name": "xpos", "type": ["float", "null"]}, {"doc": "y-image position of candidate [pixels]", "name": "ypos", "type": ["float", "null"]}, {"doc": "Local sky background estimate [DN]", "name": "sky", "type": ["float", "null"]}, {"doc": "Full Width Half Max assuming a Gaussian core, from SExtractor [pixels]", "name": "fwhm", "type": ["float", "null"]}, {"doc": "Star/Galaxy classification score from SExtractor", "name": "classtar", "type": ["float", "null"]}, {"doc": "Distance to nearest edge in image [pixels]", "name": "mindtoedge", "type": ["float", "null"]}, {"doc": "Ratio: difffwhm / fwhm", "name": "seeratio", "type": ["float", "null"]}, {"doc": "Windowed profile RMS afloat major axis from SExtractor [pixels]", "name": "aimage", "type": ["float", "null"]}, {"doc": "Windowed profile RMS afloat minor axis from SExtractor [pixels]", "name": "bimage", "type": ["float", "null"]}, {"doc": "Ratio: aimage / fwhm", "name": "aimagerat", "type": ["float", "null"]}, {"doc": "Ratio: bimage / fwhm", "name": "bimagerat", "type": ["float", "null"]}, {"doc": "Ratio: aimage / bimage", "name": "elong", "type": ["float", "null"]}, {"doc": "number of negative pixels in a 5 x 5 pixel stamp", "name": "nneg", "type": ["int", "null"]}, {"doc": "number of prior-tagged bad pixels in a 5 x 5 pixel stamp", "name": "nbad", "type": ["int", "null"]}, {"doc": "Ratio: sum(pixels) / sum(|pixels|) in a 5 x 5 pixel stamp where stamp is first median-filtered to mitigate outliers", "name": "sumrat", "type": ["float", "null"]}, {"doc": "Ratio: D/stddev(D) on event position where D = difference image", "name": "dsnrms", "type": ["float", "null"]}, {"doc": "Ratio: S/stddev(S) on event position where S = image of convolution: D (x) PSF(D)", "name": "ssnrms", "type": ["float", "null"]}, {"doc": "Difference of statistics: dsnrms - ssnrms", "name": "dsdiff", "type": ["float", "null"]}, {"doc": "Peak-pixel signal-to-noise ratio in point source matched-filtered detection image", "name": "scorr", "type": ["double", "null"]}, {"doc": "Color coefficient from linear fit from photometric calibration of science image", "name": "clrcoeff", "type": ["float", "null"]}, {"doc": "Color coefficient uncertainty from linear fit (corresponding to clrcoeff)", "name": "clrcounc", "type": ["float", "null"]}, {"doc": "Covariance in magzpsci and clrcoeff from science image processing [mag^2]", "name": "zpclrcov", "type": ["float", "null"]}, {"doc": "Magnitude zero point from median of all differences between instrumental photometry and matched photometric calibrators from science image processing [mag]", "name": "zpmed", "type": ["float", "null"]}, {"doc": "Median color of all PS1 photometric calibrators used from science image processing [mag]: for filter (fid) = 1, 2, 3, PS1 color used = g-r, g-r, r-i respectively", "name": "clrmed", "type": ["float", "null"]}, {"doc": "RMS color (deviation from average) of all PS1 photometric calibrators used from science image processing [mag]", "name": "clrrms", "type": ["float", "null"]}, {"doc": "RealBogus quality score from Random Forest classifier; range is 0 to 1 where closer to 1 is more reliable", "name": "rb", "type": ["float", "null"]}, {"doc": "version of Random Forest classifier model used to assign RealBogus (rb) quality score", "name": "rbversion", "type": ["string", "null"]}, {"doc": "distance to nearest known solar system object if exists within 30 arcsec [arcsec]", "name": "ssdistnr", "type": ["float", "null"]}, {"doc": "magnitude of nearest known solar system object if exists within 30 arcsec (usually V-band from MPC archive) [mag]", "name": "ssmagnr", "type": ["float", "null"]}, {"doc": "name of nearest known solar system object if exists within 30 arcsec (from MPC archive)", "name": "ssnamenr", "type": ["string", "null"]}, {"doc": "true => candidate is from a Target-of-Opportunity (ToO) exposure; false => candidate is from a non-ToO exposure", "default": false, "name": "tooflag", "type": "boolean"}, {"doc": "Number of source matches from PS1 catalog falling within 30 arcsec", "name": "nmtchps", "type": "int"}, {"doc": "Right Ascension of nearest source in reference image PSF-catalog; J2000 [deg]", "name": "psra1", "type": ["float", "null"]}, {"doc": "Declination of nearest source in reference image PSF-catalog; J2000 [deg]", "name": "psdec1", "type": ["float", "null"]}, {"doc": "Object ID of closest source from PS1 catalog; if exists within 30 arcsec", "name": "psobjectid1", "type": ["float", "null"]}, {"doc": "g-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "sgmag1", "type": ["float", "null"]}, {"doc": "g-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "sgmag1", "type": ["float", "null"]}, {"doc": "r-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "srmag1", "type": ["float", "null"]}, {"doc": "i-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "simag1", "type": ["float", "null"]}, {"doc": "z-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "szmag1", "type": ["float", "null"]}, {"doc": "Star/Galaxy score of closest source from PS1 catalog; if exists within 30 arcsec: 0 <= sgscore <= 1 where closer to 1 implies higher likelihood of being a star", "name": "sgscore1", "type": ["float", "null"]}, {"doc": "Distance to closest source from PS1 catalog; if exists within 30 arcsec [arcsec]", "name": "distpsnr1", "type": ["float", "null"]}, {"doc": "Object ID of second closest source from PS1 catalog; if exists within 30 arcsec", "name": "psobjectid2", "type": ["float", "null"]}, {"doc": "g-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "sgmag2", "type": ["float", "null"]}, {"doc": "r-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "srmag2", "type": ["float", "null"]}, {"doc": "i-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "simag2", "type": ["float", "null"]}, {"doc": "z-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "szmag2", "type": ["float", "null"]}, {"doc": "Star/Galaxy score of second closest source from PS1 catalog; if exists within 30 arcsec: 0 <= sgscore <= 1 where closer to 1 implies higher likelihood of being a star", "name": "sgscore2", "type": ["float", "null"]}, {"doc": "Distance to second closest source from PS1 catalog; if exists within 30 arcsec [arcsec]", "name": "distpsnr2", "type": ["float", "null"]}, {"doc": "Object ID of third closest source from PS1 catalog; if exists within 30 arcsec", "name": "psobjectid3", "type": ["float", "null"]}, {"doc": "g-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "sgmag3", "type": ["float", "null"]}, {"doc": "r-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "srmag3", "type": ["float", "null"]}, {"doc": "i-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "simag3", "type": ["float", "null"]}, {"doc": "z-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "szmag3", "type": ["float", "null"]}, {"doc": "Star/Galaxy score of third closest source from PS1 catalog; if exists within 30 arcsec: 0 <= sgscore <= 1 where closer to 1 implies higher likelihood of being a star", "name": "sgscore3", "type": ["float", "null"]}, {"doc": "Distance to third closest source from PS1 catalog; if exists within 30 arcsec [arcsec]", "name": "distpsnr3", "type": ["float", "null"]}, {"doc": "Number of source matches from 2MASS catalog falling within 30 arcsec", "name": "nmtchtm", "type": "int"}, {"doc": "J-band PSF magnitude of closest source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmjmag1", "type": ["float", "null"]}, {"doc": "H-band PSF magnitude of closest source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmhmag1", "type": ["float", "null"]}, {"doc": "K-band PSF magnitude of closest source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmkmag1", "type": ["float", "null"]}, {"doc": "Object ID of closest source from 2MASS catalog; if exists within 30 arcsec", "name": "tmobjectid1", "type": ["string", "null"]}, {"doc": "J-band PSF magnitude of second source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmjmag2", "type": ["float", "null"]}, {"doc": "H-band PSF magnitude of second source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmhmag2", "type": ["float", "null"]}, {"doc": "K-band PSF magnitude of second source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmkmag2", "type": ["float", "null"]}, {"doc": "Object ID of second source from 2MASS catalog; if exists within 30 arcsec", "name": "tmobjectid2", "type": ["string", "null"]}, {"doc": "J-band PSF magnitude of third source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmjmag3", "type": ["float", "null"]}, {"doc": "H-band PSF magnitude of third source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmhmag3", "type": ["float", "null"]}, {"doc": "K-band PSF magnitude of third source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmkmag3", "type": ["float", "null"]}, {"doc": "Object ID of third source from 2MASS catalog; if exists within 30 arcsec", "name": "tmobjectid3", "type": ["string", "null"]}, {"doc": "Distance to closest source from Gaia DR1 catalog irrespective of magnitude; if exists within 90 arcsec [arcsec]", "name": "neargaia", "type": ["float", "null"]}, {"doc": "Distance to closest source from Gaia DR1 catalog brighter than magnitude 14; if exists within 90 arcsec [arcsec]", "name": "neargaiabright", "type": ["float", "null"]}, {"doc": "Gaia (G-band) magnitude of closest source from Gaia DR1 catalog irrespective of magnitude; if exists within 90 arcsec [mag]", "name": "maggaia", "type": ["float", "null"]}, {"doc": "Gaia (G-band) magnitude of closest source from Gaia DR1 catalog brighter than magnitude 14; if exists within 90 arcsec [mag]", "name": "maggaiabright", "type": ["float", "null"]}]}}, {"name": "prv_candidates", "type": [{"type": "array", "items": {"type": "record", "doc": "avro alert prv_candidate schema for WINTER", "name": "winter.alert.prv_candidate", "fields": [{"doc": "Candidate ID from operations DB", "name": "candid", "type": ["long", "null"]}, {"doc": "Name of program e.g 2023A000", "name": "progname", "type": "string"}, {"doc": "Observation Julian date at start of exposure [days]", "name": "jd", "type": "double"}, {"doc": "Filter ID (0=Y; 1=J; 2=H; 3=K)", "name": "fid", "type": "int"}, {"doc": "true => candidate is from positive (sci minus ref) subtraction; f or 0 => candidate is from negative (ref minus sci) subtraction", "name": "isdiffpos", "type": "boolean"}, {"doc": "field ID", "name": "fieldid", "type": "int"}, {"doc": "Right Ascension of candidate; J2000 [deg]", "name": "ra", "type": "double"}, {"doc": "Declination of candidate; J2000 [deg]", "name": "dec", "type": "double"}, {"doc": "Magnitude from PSF-fit photometry [mag]", "name": "magpsf", "type": "float"}, {"doc": "1-sigma uncertainty in magpsf [mag]", "name": "sigmapsf", "type": "float"}, {"doc": "Full Width Half Max assuming a Gaussian core, from SExtractor [pixels]", "name": "fwhm", "type": ["float", "null"]}, {"doc": "Peak-pixel signal-to-noise ratio in point source matched-filtered detection image", "name": "scorr", "type": ["double", "null"]}]}}, "null"]}, {"doc": "science cutout image [gzipped fits bytestream]", "name": "cutout_science", "type": "bytes"}, {"doc": "cutout of template image [gzipped fits bytestream]", "name": "cutout_template", "type": "bytes"}, {"doc": "difference image cutout [gzipped fits bytestream]", "name": "cutout_difference", "type": "bytes"}]}ä갉f{u7 ̠ 0.1WINTER-mirarWNTR24auhar¸¸nBABqkBAnBA2023A013؛R5gdp@) D΅A=>2>?DPD@= C-l?W?'i>w6=H? :??< @&CC@I[GA@I[AXAcnAIA@I[|5AZ2Aw1A2A&'Ad;%A!A!A"17291271+0714393 #MACAAA"17291381+0714187 \LAEA/BA"17291143+0714459 2023A013qkBA؛@|dp@搻@4Aw}=A/f +'fJ@2023A0131pnBA؛uϦdp@YWG@_A=cQA@X(e7eYLCBF24+ҀBRCRg_&QQ2TJHyYgֽkk:/qUWToXo{X{玍[`% ][>O=x9["p}_7oޱ{ߎ?}sl]W./?`%O`3]tG*I-!*x3>knDީ0|,Glpx֚:2قz&X~#@,c,0gNeEPwtzO{'/0(b:˱!/1ÊpU<[ϱy$ 6)|.t7:LƹvU|>gLY2_d.ƪ˞8x mgRmkmGugA>7]KaVF+I$&䷗3DZe0kC.]VL% 䄵*<B#Ak.qH9`9a k8;"C#AoX=?/x$oףӍgCdT7Mkٿ!CټwSZ)K3drLw)SY(I`:e ?BAOU%P܄`heg=hWj腃3'lMxE/%׶aȸg8+^.M܌fGʾoǛ_rY{2dx.…},^ +B,XdϯI}pE-~Hۡ6CFd +W#,0[%u  2=vXE\Q]Ά2Nͤr(dåOK" gCL^V>5Z?$}A7fon)8]V ְyVIF2s93@34hNħ l]U/rU3_iC{]ufK'/c"JȀ+f|; 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CF'S_چξ\k3yܬiQrT34Xw-(9@g,jkx:/_ۑz¹kB}(]" Dvu\G+'Ѿv4ftȾAR*e>oY`m!39rm¦X + j+]/, "w:ỏ5'=蠮P~e4 nbW,;$o7q=("a^bEvNz*{HNevͧsOP1yaG wTl *`ٍҪ,hk|( lfyBFIQNh,Czk_PVLȌi^3@[2 )J +9!x;;jwZ%<~E=;c=m +,j0x6t.O9]|%gk@ԌVuĊӾe[iF"7kmPK6x4E*7=mI :ȯ^k2 .n\_!;OH|RՊqvS̑ +uH H[L)˟j7URm~GJ DqscoM\Cb@}Y9`|@C/->ݴޛ^sҵmhlPxZ;w"^@Je%2OTI%#޷SiZɵ[5  CMl:Qݩxz eʅɼ/e@%,߹Y<&J~j A$[+h7\0K~'ao ژrO'x} NE慪APr۟h.+1M5oRDPUdx lN/ ݦY`Y\Nz˚P.QlwVܦv w!|<즋+|Ѩ#7="}"&ׁKKqq:" ^a?ٴ \{P7'zgst0ڽWN ޤq}/&1Y"ހ%MyRhn+#x[,_#.( ;SOlۀtPX> s +k6V"WHR@OsM"QI»fRpq(Krބ%m8_CWrѭDUw ?WǚN +ǔնHW&6:YݷZj c@'x?jF°4٭*r:yG >=۷oݣb}~A磢`ӄҌ+( 5W$7hџ Jn"X{QVTFfj }Y'=A:vXk8qh͍G)nס=@Lk n_ic zݹU<\{͞M+hJcM.uXKg>D ibr =Y +IghðŃCӴOp\wLD<_j ' >^)!Ovdmp5/ېej?6oN Y5q گ:ϲFiW蒣 6DnxM$2]_rU4=ҵ)fR.4/8 q DԌ'O$ ?3[<,! #.n¥?\g/z̖ l^z;H}%!q'Յ5_f3#'E]%`+]+\6#@] @gKƾ+H%\=gXjܷ!'6{ xcJr +,y9{Ov *h5d/sMХWhxT ++FtC!G~DfR/mz1$mz,|GPrթσ1ͩJ~~'vä갉f{u7 \ No newline at end of file diff --git a/data/wntr_alerts/20240311/3608741.avro b/data/wntr_alerts/20240311/3608741.avro new file mode 100644 index 00000000..8d489fbb --- /dev/null +++ b/data/wntr_alerts/20240311/3608741.avro @@ -0,0 +1,357 @@ +Objavro.codecnullavro.schema{"type": "record", "doc": "avro alert schema for WINTER", "name": "winter.alert", "fields": [{"doc": "schema version used", "default": "0.1", "name": "schemavsn", "type": "string"}, {"doc": "origin of alert packet", "default": "WINTER-mirar", "name": "publisher", "type": "string"}, {"name": "objectid", "type": "string"}, {"name": "candid", "type": "long"}, {"doc": "candidate information", "name": "candidate", "type": {"type": "record", "doc": "avro alert candidate schema for WINTER", "name": "winter.alert.candidate", "fields": [{"doc": "Candidate ID from candidates DB", "name": "candid", "type": "long"}, {"doc": "Whether this candidate is superceded by a reprocessing", "default": false, "name": "deprecated", "type": "boolean"}, {"doc": "Observation Julian date at start of exposure [days]", "name": "jd", "type": "double"}, {"doc": "Filter ID (0=Y; 1=J; 2=H; 3=K)", "name": "fid", "type": "int"}, {"doc": "Integration time of camera exposure [sec]", "name": "exptime", "type": "float"}, {"doc": "Number of detections", "default": 1, "name": "ndethist", "type": "int"}, {"doc": "Earliest Julian date of epoch corresponding to ndethist [days]", "name": "jdstarthist", "type": "double"}, {"doc": "Latest Julian date of epoch corresponding to ndethist [days]", "name": "jdendhist", "type": "double"}, {"doc": "Name of program e.g 2023A000", "name": "progname", "type": "string"}, {"doc": "Program ID: encodes either public, collab, MIT or caltech mode", "name": "programid", "type": "int"}, {"doc": "boolean true => candidate is from positive (sci minus ref) subtraction; false => candidate is from negative (ref minus sci) subtraction", "name": "isdiffpos", "type": "boolean"}, {"doc": "WINTER field ID", "name": "field", "type": "int"}, {"doc": "Right Ascension of candidate; J2000 [deg]", "name": "ra", "type": "double"}, {"doc": "Declination of candidate; J2000 [deg]", "name": "dec", "type": "double"}, {"doc": "Magnitude zero point for photometry estimates [mag]", "name": "magzpsci", "type": ["float", "null"]}, {"doc": "Magnitude zero point uncertainty (in magzpsci) [mag]", "name": "magzpsciunc", "type": ["float", "null"]}, {"doc": "RMS (deviation from average) in all differences between instrumental photometry and matched photometric calibrators from science image processing [mag]", "name": "magzpscirms", "type": ["float", "null"]}, {"doc": "Expected 5-sigma mag limit in difference image based on global noise estimate [mag]", "name": "diffmaglim", "type": ["float", "null"]}, {"doc": "Magnitude from PSF-fit photometry [mag]", "name": "magpsf", "type": "float"}, {"doc": "1-sigma uncertainty in magpsf [mag]", "name": "sigmapsf", "type": "float"}, {"doc": "Reduced chi-square for PSF-fit", "name": "chipsf", "type": ["float", "null"]}, {"doc": "Aperture mag using 14 pixel diameter aperture [mag]", "name": "magap", "type": ["float", "null"]}, {"doc": "1-sigma uncertainty in magap [mag]", "name": "sigmagap", "type": ["float", "null"]}, {"doc": "Aperture mag using 18 pixel diameter aperture [mag]", "name": "magapbig", "type": ["float", "null"]}, {"doc": "1-sigma uncertainty in magapbig [mag]", "name": "sigmagapbig", "type": ["float", "null"]}, {"doc": "Difference: magap - magpsf [mag]", "name": "magdiff", "type": ["float", "null"]}, {"doc": "Difference: diffmaglim - magap [mag]", "name": "magfromlim", "type": ["float", "null"]}, {"doc": "distance to nearest source in reference image PSF-catalog [pixels]", "name": "distnr", "type": ["float", "null"]}, {"doc": "magnitude of nearest source in reference image PSF-catalog [mag]", "name": "magnr", "type": ["float", "null"]}, {"doc": "1-sigma uncertainty in magnr [mag]", "name": "sigmagnr", "type": ["float", "null"]}, {"doc": "x-image position of candidate [pixels]", "name": "xpos", "type": ["float", "null"]}, {"doc": "y-image position of candidate [pixels]", "name": "ypos", "type": ["float", "null"]}, {"doc": "Local sky background estimate [DN]", "name": "sky", "type": ["float", "null"]}, {"doc": "Full Width Half Max assuming a Gaussian core, from SExtractor [pixels]", "name": "fwhm", "type": ["float", "null"]}, {"doc": "Star/Galaxy classification score from SExtractor", "name": "classtar", "type": ["float", "null"]}, {"doc": "Distance to nearest edge in image [pixels]", "name": "mindtoedge", "type": ["float", "null"]}, {"doc": "Ratio: difffwhm / fwhm", "name": "seeratio", "type": ["float", "null"]}, {"doc": "Windowed profile RMS afloat major axis from SExtractor [pixels]", "name": "aimage", "type": ["float", "null"]}, {"doc": "Windowed profile RMS afloat minor axis from SExtractor [pixels]", "name": "bimage", "type": ["float", "null"]}, {"doc": "Ratio: aimage / fwhm", "name": "aimagerat", "type": ["float", "null"]}, {"doc": "Ratio: bimage / fwhm", "name": "bimagerat", "type": ["float", "null"]}, {"doc": "Ratio: aimage / bimage", "name": "elong", "type": ["float", "null"]}, {"doc": "number of negative pixels in a 5 x 5 pixel stamp", "name": "nneg", "type": ["int", "null"]}, {"doc": "number of prior-tagged bad pixels in a 5 x 5 pixel stamp", "name": "nbad", "type": ["int", "null"]}, {"doc": "Ratio: sum(pixels) / sum(|pixels|) in a 5 x 5 pixel stamp where stamp is first median-filtered to mitigate outliers", "name": "sumrat", "type": ["float", "null"]}, {"doc": "Ratio: D/stddev(D) on event position where D = difference image", "name": "dsnrms", "type": ["float", "null"]}, {"doc": "Ratio: S/stddev(S) on event position where S = image of convolution: D (x) PSF(D)", "name": "ssnrms", "type": ["float", "null"]}, {"doc": "Difference of statistics: dsnrms - ssnrms", "name": "dsdiff", "type": ["float", "null"]}, {"doc": "Peak-pixel signal-to-noise ratio in point source matched-filtered detection image", "name": "scorr", "type": ["double", "null"]}, {"doc": "Color coefficient from linear fit from photometric calibration of science image", "name": "clrcoeff", "type": ["float", "null"]}, {"doc": "Color coefficient uncertainty from linear fit (corresponding to clrcoeff)", "name": "clrcounc", "type": ["float", "null"]}, {"doc": "Covariance in magzpsci and clrcoeff from science image processing [mag^2]", "name": "zpclrcov", "type": ["float", "null"]}, {"doc": "Magnitude zero point from median of all differences between instrumental photometry and matched photometric calibrators from science image processing [mag]", "name": "zpmed", "type": ["float", "null"]}, {"doc": "Median color of all PS1 photometric calibrators used from science image processing [mag]: for filter (fid) = 1, 2, 3, PS1 color used = g-r, g-r, r-i respectively", "name": "clrmed", "type": ["float", "null"]}, {"doc": "RMS color (deviation from average) of all PS1 photometric calibrators used from science image processing [mag]", "name": "clrrms", "type": ["float", "null"]}, {"doc": "RealBogus quality score from Random Forest classifier; range is 0 to 1 where closer to 1 is more reliable", "name": "rb", "type": ["float", "null"]}, {"doc": "version of Random Forest classifier model used to assign RealBogus (rb) quality score", "name": "rbversion", "type": ["string", "null"]}, {"doc": "distance to nearest known solar system object if exists within 30 arcsec [arcsec]", "name": "ssdistnr", "type": ["float", "null"]}, {"doc": "magnitude of nearest known solar system object if exists within 30 arcsec (usually V-band from MPC archive) [mag]", "name": "ssmagnr", "type": ["float", "null"]}, {"doc": "name of nearest known solar system object if exists within 30 arcsec (from MPC archive)", "name": "ssnamenr", "type": ["string", "null"]}, {"doc": "true => candidate is from a Target-of-Opportunity (ToO) exposure; false => candidate is from a non-ToO exposure", "default": false, "name": "tooflag", "type": "boolean"}, {"doc": "Number of source matches from PS1 catalog falling within 30 arcsec", "name": "nmtchps", "type": "int"}, {"doc": "Right Ascension of nearest source in reference image PSF-catalog; J2000 [deg]", "name": "psra1", "type": ["float", "null"]}, {"doc": "Declination of nearest source in reference image PSF-catalog; J2000 [deg]", "name": "psdec1", "type": ["float", "null"]}, {"doc": "Object ID of closest source from PS1 catalog; if exists within 30 arcsec", "name": "psobjectid1", "type": ["float", "null"]}, {"doc": "g-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "sgmag1", "type": ["float", "null"]}, {"doc": "g-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "sgmag1", "type": ["float", "null"]}, {"doc": "r-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "srmag1", "type": ["float", "null"]}, {"doc": "i-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "simag1", "type": ["float", "null"]}, {"doc": "z-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "szmag1", "type": ["float", "null"]}, {"doc": "Star/Galaxy score of closest source from PS1 catalog; if exists within 30 arcsec: 0 <= sgscore <= 1 where closer to 1 implies higher likelihood of being a star", "name": "sgscore1", "type": ["float", "null"]}, {"doc": "Distance to closest source from PS1 catalog; if exists within 30 arcsec [arcsec]", "name": "distpsnr1", "type": ["float", "null"]}, {"doc": "Object ID of second closest source from PS1 catalog; if exists within 30 arcsec", "name": "psobjectid2", "type": ["float", "null"]}, {"doc": "g-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "sgmag2", "type": ["float", "null"]}, {"doc": "r-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "srmag2", "type": ["float", "null"]}, {"doc": "i-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "simag2", "type": ["float", "null"]}, {"doc": "z-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "szmag2", "type": ["float", "null"]}, {"doc": "Star/Galaxy score of second closest source from PS1 catalog; if exists within 30 arcsec: 0 <= sgscore <= 1 where closer to 1 implies higher likelihood of being a star", "name": "sgscore2", "type": ["float", "null"]}, {"doc": "Distance to second closest source from PS1 catalog; if exists within 30 arcsec [arcsec]", "name": "distpsnr2", "type": ["float", "null"]}, {"doc": "Object ID of third closest source from PS1 catalog; if exists within 30 arcsec", "name": "psobjectid3", "type": ["float", "null"]}, {"doc": "g-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "sgmag3", "type": ["float", "null"]}, {"doc": "r-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "srmag3", "type": ["float", "null"]}, {"doc": "i-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "simag3", "type": ["float", "null"]}, {"doc": "z-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "szmag3", "type": ["float", "null"]}, {"doc": "Star/Galaxy score of third closest source from PS1 catalog; if exists within 30 arcsec: 0 <= sgscore <= 1 where closer to 1 implies higher likelihood of being a star", "name": "sgscore3", "type": ["float", "null"]}, {"doc": "Distance to third closest source from PS1 catalog; if exists within 30 arcsec [arcsec]", "name": "distpsnr3", "type": ["float", "null"]}, {"doc": "Number of source matches from 2MASS catalog falling within 30 arcsec", "name": "nmtchtm", "type": "int"}, {"doc": "J-band PSF magnitude of closest source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmjmag1", "type": ["float", "null"]}, {"doc": "H-band PSF magnitude of closest source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmhmag1", "type": ["float", "null"]}, {"doc": "K-band PSF magnitude of closest source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmkmag1", "type": ["float", "null"]}, {"doc": "Object ID of closest source from 2MASS catalog; if exists within 30 arcsec", "name": "tmobjectid1", "type": ["string", "null"]}, {"doc": "J-band PSF magnitude of second source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmjmag2", "type": ["float", "null"]}, {"doc": "H-band PSF magnitude of second source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmhmag2", "type": ["float", "null"]}, {"doc": "K-band PSF magnitude of second source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmkmag2", "type": ["float", "null"]}, {"doc": "Object ID of second source from 2MASS catalog; if exists within 30 arcsec", "name": "tmobjectid2", "type": ["string", "null"]}, {"doc": "J-band PSF magnitude of third source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmjmag3", "type": ["float", "null"]}, {"doc": "H-band PSF magnitude of third source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmhmag3", "type": ["float", "null"]}, {"doc": "K-band PSF magnitude of third source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmkmag3", "type": ["float", "null"]}, {"doc": "Object ID of third source from 2MASS catalog; if exists within 30 arcsec", "name": "tmobjectid3", "type": ["string", "null"]}, {"doc": "Distance to closest source from Gaia DR1 catalog irrespective of magnitude; if exists within 90 arcsec [arcsec]", "name": "neargaia", "type": ["float", "null"]}, {"doc": "Distance to closest source from Gaia DR1 catalog brighter than magnitude 14; if exists within 90 arcsec [arcsec]", "name": "neargaiabright", "type": ["float", "null"]}, {"doc": "Gaia (G-band) magnitude of closest source from Gaia DR1 catalog irrespective of magnitude; if exists within 90 arcsec [mag]", "name": "maggaia", "type": ["float", "null"]}, {"doc": "Gaia (G-band) magnitude of closest source from Gaia DR1 catalog brighter than magnitude 14; if exists within 90 arcsec [mag]", "name": "maggaiabright", "type": ["float", "null"]}]}}, {"name": "prv_candidates", "type": [{"type": "array", "items": {"type": "record", "doc": "avro alert prv_candidate schema for WINTER", "name": "winter.alert.prv_candidate", "fields": [{"doc": "Candidate ID from operations DB", "name": "candid", "type": ["long", "null"]}, {"doc": "Name of program e.g 2023A000", "name": "progname", "type": "string"}, {"doc": "Observation Julian date at start of exposure [days]", "name": "jd", "type": "double"}, {"doc": "Filter ID (0=Y; 1=J; 2=H; 3=K)", "name": "fid", "type": "int"}, {"doc": "true => candidate is from positive (sci minus ref) subtraction; f or 0 => candidate is from negative (ref minus sci) subtraction", "name": "isdiffpos", "type": "boolean"}, {"doc": "field ID", "name": "fieldid", "type": "int"}, {"doc": "Right Ascension of candidate; J2000 [deg]", "name": "ra", "type": "double"}, {"doc": "Declination of candidate; J2000 [deg]", "name": "dec", "type": "double"}, {"doc": "Magnitude from PSF-fit photometry [mag]", "name": "magpsf", "type": "float"}, {"doc": "1-sigma uncertainty in magpsf [mag]", "name": "sigmapsf", "type": "float"}, {"doc": "Full Width Half Max assuming a Gaussian core, from SExtractor [pixels]", "name": "fwhm", "type": ["float", "null"]}, {"doc": "Peak-pixel signal-to-noise ratio in point source matched-filtered detection image", "name": "scorr", "type": ["double", "null"]}]}}, "null"]}, {"doc": "science cutout image [gzipped fits bytestream]", "name": "cutout_science", "type": "bytes"}, {"doc": "cutout of template image [gzipped fits bytestream]", "name": "cutout_template", "type": "bytes"}, {"doc": "difference image cutout [gzipped fits bytestream]", "name": "cutout_difference", "type": "bytes"}]}* +Kw9]/mР 0.1WINTER-mirarWNTR24awaut¸¸nBAB1pnBAnBA2023A013؛pʥip@TS@tA<=AeA0<_LC®WA<JKA<}b?U@h:D0jDR@@7cC ?VTn?b>^>ۋ? 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1=J; 2=H; 3=K)", "name": "fid", "type": "int"}, {"doc": "Integration time of camera exposure [sec]", "name": "exptime", "type": "float"}, {"doc": "Number of detections", "default": 1, "name": "ndethist", "type": "int"}, {"doc": "Earliest Julian date of epoch corresponding to ndethist [days]", "name": "jdstarthist", "type": "double"}, {"doc": "Latest Julian date of epoch corresponding to ndethist [days]", "name": "jdendhist", "type": "double"}, {"doc": "Name of program e.g 2023A000", "name": "progname", "type": "string"}, {"doc": "Program ID: encodes either public, collab, MIT or caltech mode", "name": "programid", "type": "int"}, {"doc": "boolean true => candidate is from positive (sci minus ref) subtraction; false => candidate is from negative (ref minus sci) subtraction", "name": "isdiffpos", "type": "boolean"}, {"doc": "WINTER field ID", "name": "field", "type": "int"}, {"doc": "Right Ascension of candidate; J2000 [deg]", "name": "ra", "type": "double"}, {"doc": "Declination of candidate; J2000 [deg]", "name": "dec", "type": "double"}, {"doc": "Magnitude zero point for photometry estimates [mag]", "name": "magzpsci", "type": ["float", "null"]}, {"doc": "Magnitude zero point uncertainty (in magzpsci) [mag]", "name": "magzpsciunc", "type": ["float", "null"]}, {"doc": "RMS (deviation from average) in all differences between instrumental photometry and matched photometric calibrators from science image processing [mag]", "name": "magzpscirms", "type": ["float", "null"]}, {"doc": "Expected 5-sigma mag limit in difference image based on global noise estimate [mag]", "name": "diffmaglim", "type": ["float", "null"]}, {"doc": "Magnitude from PSF-fit photometry [mag]", "name": "magpsf", "type": "float"}, {"doc": "1-sigma uncertainty in magpsf [mag]", "name": "sigmapsf", "type": "float"}, {"doc": "Reduced chi-square for PSF-fit", "name": "chipsf", "type": ["float", "null"]}, {"doc": "Aperture mag using 14 pixel diameter aperture [mag]", "name": "magap", "type": ["float", "null"]}, {"doc": "1-sigma uncertainty in magap [mag]", "name": "sigmagap", "type": ["float", "null"]}, {"doc": "Aperture mag using 18 pixel diameter aperture [mag]", "name": "magapbig", "type": ["float", "null"]}, {"doc": "1-sigma uncertainty in magapbig [mag]", "name": "sigmagapbig", "type": ["float", "null"]}, {"doc": "Difference: magap - magpsf [mag]", "name": "magdiff", "type": ["float", "null"]}, {"doc": "Difference: diffmaglim - magap [mag]", "name": "magfromlim", "type": ["float", "null"]}, {"doc": "distance to nearest source in reference image PSF-catalog [pixels]", "name": "distnr", "type": ["float", "null"]}, {"doc": "magnitude of nearest source in reference image PSF-catalog [mag]", "name": "magnr", "type": ["float", "null"]}, {"doc": "1-sigma uncertainty in magnr [mag]", "name": "sigmagnr", "type": ["float", "null"]}, {"doc": "x-image position of candidate [pixels]", "name": "xpos", "type": ["float", "null"]}, {"doc": "y-image position of candidate [pixels]", "name": "ypos", "type": ["float", "null"]}, {"doc": "Local sky background estimate [DN]", "name": "sky", "type": ["float", "null"]}, {"doc": "Full Width Half Max assuming a Gaussian core, from SExtractor [pixels]", "name": "fwhm", "type": ["float", "null"]}, {"doc": "Star/Galaxy classification score from SExtractor", "name": "classtar", "type": ["float", "null"]}, {"doc": "Distance to nearest edge in image [pixels]", "name": "mindtoedge", "type": ["float", "null"]}, {"doc": "Ratio: difffwhm / fwhm", "name": "seeratio", "type": ["float", "null"]}, {"doc": "Windowed profile RMS afloat major axis from SExtractor [pixels]", "name": "aimage", "type": ["float", "null"]}, {"doc": "Windowed profile RMS afloat minor axis from SExtractor [pixels]", "name": "bimage", "type": ["float", "null"]}, {"doc": "Ratio: aimage / fwhm", "name": "aimagerat", "type": ["float", "null"]}, {"doc": "Ratio: bimage / fwhm", "name": "bimagerat", "type": ["float", "null"]}, {"doc": "Ratio: aimage / bimage", "name": "elong", "type": ["float", "null"]}, {"doc": "number of negative pixels in a 5 x 5 pixel stamp", "name": "nneg", "type": ["int", "null"]}, {"doc": "number of prior-tagged bad pixels in a 5 x 5 pixel stamp", "name": "nbad", "type": ["int", "null"]}, {"doc": "Ratio: sum(pixels) / sum(|pixels|) in a 5 x 5 pixel stamp where stamp is first median-filtered to mitigate outliers", "name": "sumrat", "type": ["float", "null"]}, {"doc": "Ratio: D/stddev(D) on event position where D = difference image", "name": "dsnrms", "type": ["float", "null"]}, {"doc": "Ratio: S/stddev(S) on event position where S = image of convolution: D (x) PSF(D)", "name": "ssnrms", "type": ["float", "null"]}, {"doc": "Difference of statistics: dsnrms - ssnrms", "name": "dsdiff", "type": ["float", "null"]}, {"doc": "Peak-pixel signal-to-noise ratio in point source matched-filtered detection image", "name": "scorr", "type": ["double", "null"]}, {"doc": "Color coefficient from linear fit from photometric calibration of science image", "name": "clrcoeff", "type": ["float", "null"]}, {"doc": "Color coefficient uncertainty from linear fit (corresponding to clrcoeff)", "name": "clrcounc", "type": ["float", "null"]}, {"doc": "Covariance in magzpsci and clrcoeff from science image processing [mag^2]", "name": "zpclrcov", "type": ["float", "null"]}, {"doc": "Magnitude zero point from median of all differences between instrumental photometry and matched photometric calibrators from science image processing [mag]", "name": "zpmed", "type": ["float", "null"]}, {"doc": "Median color of all PS1 photometric calibrators used from science image processing [mag]: for filter (fid) = 1, 2, 3, PS1 color used = g-r, g-r, r-i respectively", "name": "clrmed", "type": ["float", "null"]}, {"doc": "RMS color (deviation from average) of all PS1 photometric calibrators used from science image processing [mag]", "name": "clrrms", "type": ["float", "null"]}, {"doc": "RealBogus quality score from Random Forest classifier; range is 0 to 1 where closer to 1 is more reliable", "name": "rb", "type": ["float", "null"]}, {"doc": "version of Random Forest classifier model used to assign RealBogus (rb) quality score", "name": "rbversion", "type": ["string", "null"]}, {"doc": "distance to nearest known solar system object if exists within 30 arcsec [arcsec]", "name": "ssdistnr", "type": ["float", "null"]}, {"doc": "magnitude of nearest known solar system object if exists within 30 arcsec (usually V-band from MPC archive) [mag]", "name": "ssmagnr", "type": ["float", "null"]}, {"doc": "name of nearest known solar system object if exists within 30 arcsec (from MPC archive)", "name": "ssnamenr", "type": ["string", "null"]}, {"doc": "true => candidate is from a Target-of-Opportunity (ToO) exposure; false => candidate is from a non-ToO exposure", "default": false, "name": "tooflag", "type": "boolean"}, {"doc": "Number of source matches from PS1 catalog falling within 30 arcsec", "name": "nmtchps", "type": "int"}, {"doc": "Right Ascension of nearest source in reference image PSF-catalog; J2000 [deg]", "name": "psra1", "type": ["float", "null"]}, {"doc": "Declination of nearest source in reference image PSF-catalog; J2000 [deg]", "name": "psdec1", "type": ["float", "null"]}, {"doc": "Object ID of closest source from PS1 catalog; if exists within 30 arcsec", "name": "psobjectid1", "type": ["float", "null"]}, {"doc": "g-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "sgmag1", "type": ["float", "null"]}, {"doc": "g-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "sgmag1", "type": ["float", "null"]}, {"doc": "r-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "srmag1", "type": ["float", "null"]}, {"doc": "i-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "simag1", "type": ["float", "null"]}, {"doc": "z-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "szmag1", "type": ["float", "null"]}, {"doc": "Star/Galaxy score of closest source from PS1 catalog; if exists within 30 arcsec: 0 <= sgscore <= 1 where closer to 1 implies higher likelihood of being a star", "name": "sgscore1", "type": ["float", "null"]}, {"doc": "Distance to closest source from PS1 catalog; if exists within 30 arcsec [arcsec]", "name": "distpsnr1", "type": ["float", "null"]}, {"doc": "Object ID of second closest source from PS1 catalog; if exists within 30 arcsec", "name": "psobjectid2", "type": ["float", "null"]}, {"doc": "g-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "sgmag2", "type": ["float", "null"]}, {"doc": "r-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "srmag2", "type": ["float", "null"]}, {"doc": "i-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "simag2", "type": ["float", "null"]}, {"doc": "z-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "szmag2", "type": ["float", "null"]}, {"doc": "Star/Galaxy score of second closest source from PS1 catalog; if exists within 30 arcsec: 0 <= sgscore <= 1 where closer to 1 implies higher likelihood of being a star", "name": "sgscore2", "type": ["float", "null"]}, {"doc": "Distance to second closest source from PS1 catalog; if exists within 30 arcsec [arcsec]", "name": "distpsnr2", "type": ["float", "null"]}, {"doc": "Object ID of third closest source from PS1 catalog; if exists within 30 arcsec", "name": "psobjectid3", "type": ["float", "null"]}, {"doc": "g-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "sgmag3", "type": ["float", "null"]}, {"doc": "r-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "srmag3", "type": ["float", "null"]}, {"doc": "i-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "simag3", "type": ["float", "null"]}, {"doc": "z-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "szmag3", "type": ["float", "null"]}, {"doc": "Star/Galaxy score of third closest source from PS1 catalog; if exists within 30 arcsec: 0 <= sgscore <= 1 where closer to 1 implies higher likelihood of being a star", "name": "sgscore3", "type": ["float", "null"]}, {"doc": "Distance to third closest source from PS1 catalog; if exists within 30 arcsec [arcsec]", "name": "distpsnr3", "type": ["float", "null"]}, {"doc": "Number of source matches from 2MASS catalog falling within 30 arcsec", "name": "nmtchtm", "type": "int"}, {"doc": "J-band PSF magnitude of closest source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmjmag1", "type": ["float", "null"]}, {"doc": "H-band PSF magnitude of closest source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmhmag1", "type": ["float", "null"]}, {"doc": "K-band PSF magnitude of closest source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmkmag1", "type": ["float", "null"]}, {"doc": "Object ID of closest source from 2MASS catalog; if exists within 30 arcsec", "name": "tmobjectid1", "type": ["string", "null"]}, {"doc": "J-band PSF magnitude of second source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmjmag2", "type": ["float", "null"]}, {"doc": "H-band PSF magnitude of second source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmhmag2", "type": ["float", "null"]}, {"doc": "K-band PSF magnitude of second source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmkmag2", "type": ["float", "null"]}, {"doc": "Object ID of second source from 2MASS catalog; if exists within 30 arcsec", "name": "tmobjectid2", "type": ["string", "null"]}, {"doc": "J-band PSF magnitude of third source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmjmag3", "type": ["float", "null"]}, {"doc": "H-band PSF magnitude of third source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmhmag3", "type": ["float", "null"]}, {"doc": "K-band PSF magnitude of third source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmkmag3", "type": ["float", "null"]}, {"doc": "Object ID of third source from 2MASS catalog; if exists within 30 arcsec", "name": "tmobjectid3", "type": ["string", "null"]}, {"doc": "Distance to closest source from Gaia DR1 catalog irrespective of magnitude; if exists within 90 arcsec [arcsec]", "name": "neargaia", "type": ["float", "null"]}, {"doc": "Distance to closest source from Gaia DR1 catalog brighter than magnitude 14; if exists within 90 arcsec [arcsec]", "name": "neargaiabright", "type": ["float", "null"]}, {"doc": "Gaia (G-band) magnitude of closest source from Gaia DR1 catalog irrespective of magnitude; if exists within 90 arcsec [mag]", "name": "maggaia", "type": ["float", "null"]}, {"doc": "Gaia (G-band) magnitude of closest source from Gaia DR1 catalog brighter than magnitude 14; if exists within 90 arcsec [mag]", "name": "maggaiabright", "type": ["float", "null"]}]}}, {"name": "prv_candidates", "type": [{"type": "array", "items": {"type": "record", "doc": "avro alert prv_candidate schema for WINTER", "name": "winter.alert.prv_candidate", "fields": [{"doc": "Candidate ID from operations DB", "name": "candid", "type": ["long", "null"]}, {"doc": "Name of program e.g 2023A000", "name": "progname", "type": "string"}, {"doc": "Observation Julian date at start of exposure [days]", "name": "jd", "type": "double"}, {"doc": "Filter ID (0=Y; 1=J; 2=H; 3=K)", "name": "fid", "type": "int"}, {"doc": "true => candidate is from positive (sci minus ref) subtraction; f or 0 => candidate is from negative (ref minus sci) subtraction", "name": "isdiffpos", "type": "boolean"}, {"doc": "field ID", "name": "fieldid", "type": "int"}, {"doc": "Right Ascension of candidate; J2000 [deg]", "name": "ra", "type": "double"}, {"doc": "Declination of candidate; J2000 [deg]", "name": "dec", "type": "double"}, {"doc": "Magnitude from PSF-fit photometry [mag]", "name": "magpsf", "type": "float"}, {"doc": "1-sigma uncertainty in magpsf [mag]", "name": "sigmapsf", "type": "float"}, {"doc": "Full Width Half Max assuming a Gaussian core, from SExtractor [pixels]", "name": "fwhm", "type": ["float", "null"]}, {"doc": "Peak-pixel signal-to-noise ratio in point source matched-filtered detection image", "name": "scorr", "type": ["double", "null"]}]}}, "null"]}, {"doc": "science cutout image [gzipped fits bytestream]", "name": "cutout_science", "type": "bytes"}, {"doc": "cutout of template image [gzipped fits bytestream]", "name": "cutout_template", "type": "bytes"}, {"doc": "difference image cutout [gzipped fits bytestream]", "name": "cutout_difference", "type": "bytes"}]}5-td;M92 0.1WINTER-mirarWNTR24awauu¸¸nBAB1pnBAnBA2023A013؛2Zip@>@tA<=A+ dAr]<qCUA<JA<uc?7E\@:DiDRAgCv3?r??>>n? +o?YQ@HCZ@<[—AH@<[A AaAf7Ay7[rAsתAQڧA%>AI~AKyAZtA"17301533+0713188 EA>Ao=A"17301436+0712549 nan2023A0131pnBA؛Nip@d@ A#>L@E@΄j(eyTФI +%P(RhPϾDP!y4P}; 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Vq?NYLN0Vfd+v~rϿ+!ܒ#6(ďڌƙ0 kޏa,uG4 :M.Kgy,<,9RG:孊M.Ƙ) +:V&w|8 ] [a*(O,P;@R `9Idž?ЊGVQȊ~e]rB jd?UjWg)5;R-BœsW8FTCGMC"g]nI`t2:BxPOVԥ) ^">؃rrBc1lӢMx5w!赽7*-C}\Z7`ztU6:nכ]+fN6f+iDACؒ.5s׮p1v +gtL'kYh{)rlrEdW$12ibir}kmh"l;SIRuҲHNA㝃&VqzObpiSW,zY_O #[ zef _5qQ5H$A//Ї':s_tYntÛ4/}fz[@˾ +hbZIxP',81g>OOyc)@oP#щ.a1\Rԭ$>zFj8tAm|Ұ ˬ%[Biެ + C˭[QwwvbNKRDLF7vXCU4&ͦMTbbqfQgQd!![U|u"%R W(Z )zerʇa&QNβ^2`_>/?SU2Q{g]zVrmMy{Y <̛2_uCFφuJfIuSGZ8RvѿG??ῘXmc5-td;M92 \ No newline at end of file diff --git a/data/wntr_alerts/20240311/3608756.avro b/data/wntr_alerts/20240311/3608756.avro new file mode 100644 index 00000000..89aa0c6c --- /dev/null +++ b/data/wntr_alerts/20240311/3608756.avro @@ -0,0 +1,372 @@ +Objavro.codecnullavro.schema{"type": "record", "doc": "avro alert schema for WINTER", "name": "winter.alert", "fields": [{"doc": "schema version used", "default": "0.1", "name": "schemavsn", "type": "string"}, {"doc": "origin of alert packet", "default": "WINTER-mirar", "name": "publisher", "type": "string"}, {"name": "objectid", "type": "string"}, {"name": "candid", "type": "long"}, {"doc": "candidate information", "name": "candidate", "type": {"type": "record", "doc": "avro alert candidate schema for WINTER", "name": "winter.alert.candidate", "fields": [{"doc": "Candidate ID from candidates DB", "name": "candid", "type": "long"}, {"doc": "Whether this candidate is superceded by a reprocessing", "default": false, "name": "deprecated", "type": "boolean"}, {"doc": "Observation Julian date at start of exposure [days]", "name": "jd", "type": "double"}, {"doc": "Filter ID (0=Y; 1=J; 2=H; 3=K)", "name": "fid", "type": "int"}, {"doc": "Integration time of camera exposure [sec]", "name": "exptime", "type": "float"}, {"doc": "Number of detections", "default": 1, "name": "ndethist", "type": "int"}, {"doc": "Earliest Julian date of epoch corresponding to ndethist [days]", "name": "jdstarthist", "type": "double"}, {"doc": "Latest Julian date of epoch corresponding to ndethist [days]", "name": "jdendhist", "type": "double"}, {"doc": "Name of program e.g 2023A000", "name": "progname", "type": "string"}, {"doc": "Program ID: encodes either public, collab, MIT or caltech mode", "name": "programid", "type": "int"}, {"doc": "boolean true => candidate is from positive (sci minus ref) subtraction; false => candidate is from negative (ref minus sci) subtraction", "name": "isdiffpos", "type": "boolean"}, {"doc": "WINTER field ID", "name": "field", "type": "int"}, {"doc": "Right Ascension of candidate; J2000 [deg]", "name": "ra", "type": "double"}, {"doc": "Declination of candidate; J2000 [deg]", "name": "dec", "type": "double"}, {"doc": "Magnitude zero point for photometry estimates [mag]", "name": "magzpsci", "type": ["float", "null"]}, {"doc": "Magnitude zero point uncertainty (in magzpsci) [mag]", "name": "magzpsciunc", "type": ["float", "null"]}, {"doc": "RMS (deviation from average) in all differences between instrumental photometry and matched photometric calibrators from science image processing [mag]", "name": "magzpscirms", "type": ["float", "null"]}, {"doc": "Expected 5-sigma mag limit in difference image based on global noise estimate [mag]", "name": "diffmaglim", "type": ["float", "null"]}, {"doc": "Magnitude from PSF-fit photometry [mag]", "name": "magpsf", "type": "float"}, {"doc": "1-sigma uncertainty in magpsf [mag]", "name": "sigmapsf", "type": "float"}, {"doc": "Reduced chi-square for PSF-fit", "name": "chipsf", "type": ["float", "null"]}, {"doc": "Aperture mag using 14 pixel diameter aperture [mag]", "name": "magap", "type": ["float", "null"]}, {"doc": "1-sigma uncertainty in magap [mag]", "name": "sigmagap", "type": ["float", "null"]}, {"doc": "Aperture mag using 18 pixel diameter aperture [mag]", "name": "magapbig", "type": ["float", "null"]}, {"doc": "1-sigma uncertainty in magapbig [mag]", "name": "sigmagapbig", "type": ["float", "null"]}, {"doc": "Difference: magap - magpsf [mag]", "name": "magdiff", "type": ["float", "null"]}, {"doc": "Difference: diffmaglim - magap [mag]", "name": "magfromlim", "type": ["float", "null"]}, {"doc": "distance to nearest source in reference image PSF-catalog [pixels]", "name": "distnr", "type": ["float", "null"]}, {"doc": "magnitude of nearest source in reference image PSF-catalog [mag]", "name": "magnr", "type": ["float", "null"]}, {"doc": "1-sigma uncertainty in magnr [mag]", "name": "sigmagnr", "type": ["float", "null"]}, {"doc": "x-image position of candidate [pixels]", "name": "xpos", "type": ["float", "null"]}, {"doc": "y-image position of candidate [pixels]", "name": "ypos", "type": ["float", "null"]}, {"doc": "Local sky background estimate [DN]", "name": "sky", "type": ["float", "null"]}, {"doc": "Full Width Half Max assuming a Gaussian core, from SExtractor [pixels]", "name": "fwhm", "type": ["float", "null"]}, {"doc": "Star/Galaxy classification score from SExtractor", "name": "classtar", "type": ["float", "null"]}, {"doc": "Distance to nearest edge in image [pixels]", "name": "mindtoedge", "type": ["float", "null"]}, {"doc": "Ratio: difffwhm / fwhm", "name": "seeratio", "type": ["float", "null"]}, {"doc": "Windowed profile RMS afloat major axis from SExtractor [pixels]", "name": "aimage", "type": ["float", "null"]}, {"doc": "Windowed profile RMS afloat minor axis from SExtractor [pixels]", "name": "bimage", "type": ["float", "null"]}, {"doc": "Ratio: aimage / fwhm", "name": "aimagerat", "type": ["float", "null"]}, {"doc": "Ratio: bimage / fwhm", "name": "bimagerat", "type": ["float", "null"]}, {"doc": "Ratio: aimage / bimage", "name": "elong", "type": ["float", "null"]}, {"doc": "number of negative pixels in a 5 x 5 pixel stamp", "name": "nneg", "type": ["int", "null"]}, {"doc": "number of prior-tagged bad pixels in a 5 x 5 pixel stamp", "name": "nbad", "type": ["int", "null"]}, {"doc": "Ratio: sum(pixels) / sum(|pixels|) in a 5 x 5 pixel stamp where stamp is first median-filtered to mitigate outliers", "name": "sumrat", "type": ["float", "null"]}, {"doc": "Ratio: D/stddev(D) on event position where D = difference image", "name": "dsnrms", "type": ["float", "null"]}, {"doc": "Ratio: S/stddev(S) on event position where S = image of convolution: D (x) PSF(D)", "name": "ssnrms", "type": ["float", "null"]}, {"doc": "Difference of statistics: dsnrms - ssnrms", "name": "dsdiff", "type": ["float", "null"]}, {"doc": "Peak-pixel signal-to-noise ratio in point source matched-filtered detection image", "name": "scorr", "type": ["double", "null"]}, {"doc": "Color coefficient from linear fit from photometric calibration of science image", "name": "clrcoeff", "type": ["float", "null"]}, {"doc": "Color coefficient uncertainty from linear fit (corresponding to clrcoeff)", "name": "clrcounc", "type": ["float", "null"]}, {"doc": "Covariance in magzpsci and clrcoeff from science image processing [mag^2]", "name": "zpclrcov", "type": ["float", "null"]}, {"doc": "Magnitude zero point from median of all differences between instrumental photometry and matched photometric calibrators from science image processing [mag]", "name": "zpmed", "type": ["float", "null"]}, {"doc": "Median color of all PS1 photometric calibrators used from science image processing [mag]: for filter (fid) = 1, 2, 3, PS1 color used = g-r, g-r, r-i respectively", "name": "clrmed", "type": ["float", "null"]}, {"doc": "RMS color (deviation from average) of all PS1 photometric calibrators used from science image processing [mag]", "name": "clrrms", "type": ["float", "null"]}, {"doc": "RealBogus quality score from Random Forest classifier; range is 0 to 1 where closer to 1 is more reliable", "name": "rb", "type": ["float", "null"]}, {"doc": "version of Random Forest classifier model used to assign RealBogus (rb) quality score", "name": "rbversion", "type": ["string", "null"]}, {"doc": "distance to nearest known solar system object if exists within 30 arcsec [arcsec]", "name": "ssdistnr", "type": ["float", "null"]}, {"doc": "magnitude of nearest known solar system object if exists within 30 arcsec (usually V-band from MPC archive) [mag]", "name": "ssmagnr", "type": ["float", "null"]}, {"doc": "name of nearest known solar system object if exists within 30 arcsec (from MPC archive)", "name": "ssnamenr", "type": ["string", "null"]}, {"doc": "true => candidate is from a Target-of-Opportunity (ToO) exposure; false => candidate is from a non-ToO exposure", "default": false, "name": "tooflag", "type": "boolean"}, {"doc": "Number of source matches from PS1 catalog falling within 30 arcsec", "name": "nmtchps", "type": "int"}, {"doc": "Right Ascension of nearest source in reference image PSF-catalog; J2000 [deg]", "name": "psra1", "type": ["float", "null"]}, {"doc": "Declination of nearest source in reference image PSF-catalog; J2000 [deg]", "name": "psdec1", "type": ["float", "null"]}, {"doc": "Object ID of closest source from PS1 catalog; if exists within 30 arcsec", "name": "psobjectid1", "type": ["float", "null"]}, {"doc": "g-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "sgmag1", "type": ["float", "null"]}, {"doc": "g-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "sgmag1", "type": ["float", "null"]}, {"doc": "r-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "srmag1", "type": ["float", "null"]}, {"doc": "i-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "simag1", "type": ["float", "null"]}, {"doc": "z-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "szmag1", "type": ["float", "null"]}, {"doc": "Star/Galaxy score of closest source from PS1 catalog; if exists within 30 arcsec: 0 <= sgscore <= 1 where closer to 1 implies higher likelihood of being a star", "name": "sgscore1", "type": ["float", "null"]}, {"doc": "Distance to closest source from PS1 catalog; if exists within 30 arcsec [arcsec]", "name": "distpsnr1", "type": ["float", "null"]}, {"doc": "Object ID of second closest source from PS1 catalog; if exists within 30 arcsec", "name": "psobjectid2", "type": ["float", "null"]}, {"doc": "g-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "sgmag2", "type": ["float", "null"]}, {"doc": "r-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "srmag2", "type": ["float", "null"]}, {"doc": "i-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "simag2", "type": ["float", "null"]}, {"doc": "z-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "szmag2", "type": ["float", "null"]}, {"doc": "Star/Galaxy score of second closest source from PS1 catalog; if exists within 30 arcsec: 0 <= sgscore <= 1 where closer to 1 implies higher likelihood of being a star", "name": "sgscore2", "type": ["float", "null"]}, {"doc": "Distance to second closest source from PS1 catalog; if exists within 30 arcsec [arcsec]", "name": "distpsnr2", "type": ["float", "null"]}, {"doc": "Object ID of third closest source from PS1 catalog; if exists within 30 arcsec", "name": "psobjectid3", "type": ["float", "null"]}, {"doc": "g-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "sgmag3", "type": ["float", "null"]}, {"doc": "r-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "srmag3", "type": ["float", "null"]}, {"doc": "i-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "simag3", "type": ["float", "null"]}, {"doc": "z-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "szmag3", "type": ["float", "null"]}, {"doc": "Star/Galaxy score of third closest source from PS1 catalog; if exists within 30 arcsec: 0 <= sgscore <= 1 where closer to 1 implies higher likelihood of being a star", "name": "sgscore3", "type": ["float", "null"]}, {"doc": "Distance to third closest source from PS1 catalog; if exists within 30 arcsec [arcsec]", "name": "distpsnr3", "type": ["float", "null"]}, {"doc": "Number of source matches from 2MASS catalog falling within 30 arcsec", "name": "nmtchtm", "type": "int"}, {"doc": "J-band PSF magnitude of closest source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmjmag1", "type": ["float", "null"]}, {"doc": "H-band PSF magnitude of closest source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmhmag1", "type": ["float", "null"]}, {"doc": "K-band PSF magnitude of closest source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmkmag1", "type": ["float", "null"]}, {"doc": "Object ID of closest source from 2MASS catalog; if exists within 30 arcsec", "name": "tmobjectid1", "type": ["string", "null"]}, {"doc": "J-band PSF magnitude of second source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmjmag2", "type": ["float", "null"]}, {"doc": "H-band PSF magnitude of second source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmhmag2", "type": ["float", "null"]}, {"doc": "K-band PSF magnitude of second source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmkmag2", "type": ["float", "null"]}, {"doc": "Object ID of second source from 2MASS catalog; if exists within 30 arcsec", "name": "tmobjectid2", "type": ["string", "null"]}, {"doc": "J-band PSF magnitude of third source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmjmag3", "type": ["float", "null"]}, {"doc": "H-band PSF magnitude of third source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmhmag3", "type": ["float", "null"]}, {"doc": "K-band PSF magnitude of third source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmkmag3", "type": ["float", "null"]}, {"doc": "Object ID of third source from 2MASS catalog; if exists within 30 arcsec", "name": "tmobjectid3", "type": ["string", "null"]}, {"doc": "Distance to closest source from Gaia DR1 catalog irrespective of magnitude; if exists within 90 arcsec [arcsec]", "name": "neargaia", "type": ["float", "null"]}, {"doc": "Distance to closest source from Gaia DR1 catalog brighter than magnitude 14; if exists within 90 arcsec [arcsec]", "name": "neargaiabright", "type": ["float", "null"]}, {"doc": "Gaia (G-band) magnitude of closest source from Gaia DR1 catalog irrespective of magnitude; if exists within 90 arcsec [mag]", "name": "maggaia", "type": ["float", "null"]}, {"doc": "Gaia (G-band) magnitude of closest source from Gaia DR1 catalog brighter than magnitude 14; if exists within 90 arcsec [mag]", "name": "maggaiabright", "type": ["float", "null"]}]}}, {"name": "prv_candidates", "type": [{"type": "array", "items": {"type": "record", "doc": "avro alert prv_candidate schema for WINTER", "name": "winter.alert.prv_candidate", "fields": [{"doc": "Candidate ID from operations DB", "name": "candid", "type": ["long", "null"]}, {"doc": "Name of program e.g 2023A000", "name": "progname", "type": "string"}, {"doc": "Observation Julian date at start of exposure [days]", "name": "jd", "type": "double"}, {"doc": "Filter ID (0=Y; 1=J; 2=H; 3=K)", "name": "fid", "type": "int"}, {"doc": "true => candidate is from positive (sci minus ref) subtraction; f or 0 => candidate is from negative (ref minus sci) subtraction", "name": "isdiffpos", "type": "boolean"}, {"doc": "field ID", "name": "fieldid", "type": "int"}, {"doc": "Right Ascension of candidate; J2000 [deg]", "name": "ra", "type": "double"}, {"doc": "Declination of candidate; J2000 [deg]", "name": "dec", "type": "double"}, {"doc": "Magnitude from PSF-fit photometry [mag]", "name": "magpsf", "type": "float"}, {"doc": "1-sigma uncertainty in magpsf [mag]", "name": "sigmapsf", "type": "float"}, {"doc": "Full Width Half Max assuming a Gaussian core, from SExtractor [pixels]", "name": "fwhm", "type": ["float", "null"]}, {"doc": "Peak-pixel signal-to-noise ratio in point source matched-filtered detection image", "name": "scorr", "type": ["double", "null"]}]}}, "null"]}, {"doc": "science cutout image [gzipped fits bytestream]", "name": "cutout_science", "type": "bytes"}, {"doc": "cutout of template image [gzipped fits bytestream]", "name": "cutout_template", "type": "bytes"}, {"doc": "difference image cutout [gzipped fits bytestream]", "name": "cutout_difference", "type": "bytes"}]}1D=]12@l 0.1WINTER-mirarWNTR24auhax¸¸nBABqkBAnBA2023A013؛k>B'kp@',@tA<=AAvB=1 @Ab=xrAE =XL? 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t*M|y#جo*n_<[I*9G9`lYKQ ICפr k- 7T__g{.рea%|H- 7xI&`Aۧe#wkO +atepP-#cVg^|Xrlyŷf6㶱$ב1w;L}/O8-mh9=EWob?TD{gp(,nj#xi9kŽ\x= b>ϲ;/ݳ_g@e˿cಕFX1ѪoB`M)1മ61n^gD-*']Ř뒊\H2PVg+yިot/apu}YM +wfB +ulf Amcy~4ya"n(؊sĉ( '.XR_ +'=(2R y b5 !,pZKb%TMT B ׏J<2dcu?`ji@Rd3cQ١ޙ{Sș1aLil4(s;^i 9o7uQt`Rϛ*$W,NN5 .rԝs >xu%v[9HG3 +3ܖͣޫW%1g&u"at)7E㱰x)g R/G{[~w_a!± $αPpg'Q*F\aq~PV}Y?eIo玒m&d3<.OLP']FC_F` }oa&s4r5JٽD?ycBn-8yw$@! xEx#m'bdY-K@}o60l? candidate is from positive (sci minus ref) subtraction; false => candidate is from negative (ref minus sci) subtraction", "name": "isdiffpos", "type": "boolean"}, {"doc": "WINTER field ID", "name": "field", "type": "int"}, {"doc": "Right Ascension of candidate; J2000 [deg]", "name": "ra", "type": "double"}, {"doc": "Declination of candidate; J2000 [deg]", "name": "dec", "type": "double"}, {"doc": "Magnitude zero point for photometry estimates [mag]", "name": "magzpsci", "type": ["float", "null"]}, {"doc": "Magnitude zero point uncertainty (in magzpsci) [mag]", "name": "magzpsciunc", "type": ["float", "null"]}, {"doc": "RMS (deviation from average) in all differences between instrumental photometry and matched photometric calibrators from science image processing [mag]", "name": "magzpscirms", "type": ["float", "null"]}, {"doc": "Expected 5-sigma mag limit in difference image based on global noise estimate [mag]", "name": "diffmaglim", "type": ["float", "null"]}, {"doc": "Magnitude from PSF-fit photometry [mag]", "name": "magpsf", "type": "float"}, {"doc": "1-sigma uncertainty in magpsf [mag]", "name": "sigmapsf", "type": "float"}, {"doc": "Reduced chi-square for PSF-fit", "name": "chipsf", "type": ["float", "null"]}, {"doc": "Aperture mag using 14 pixel diameter aperture [mag]", "name": "magap", "type": ["float", "null"]}, {"doc": "1-sigma uncertainty in magap [mag]", "name": "sigmagap", "type": ["float", "null"]}, {"doc": "Aperture mag using 18 pixel diameter aperture [mag]", "name": "magapbig", "type": ["float", "null"]}, {"doc": "1-sigma uncertainty in magapbig [mag]", "name": "sigmagapbig", "type": ["float", "null"]}, {"doc": "Difference: magap - magpsf [mag]", "name": "magdiff", "type": ["float", "null"]}, {"doc": "Difference: diffmaglim - magap [mag]", "name": "magfromlim", "type": ["float", "null"]}, {"doc": "distance to nearest source in reference image PSF-catalog [pixels]", "name": "distnr", "type": ["float", "null"]}, {"doc": "magnitude of nearest source in reference image PSF-catalog [mag]", "name": "magnr", "type": ["float", "null"]}, {"doc": "1-sigma uncertainty in magnr [mag]", "name": "sigmagnr", "type": ["float", "null"]}, {"doc": "x-image position of candidate [pixels]", "name": "xpos", "type": ["float", "null"]}, {"doc": "y-image position of candidate [pixels]", "name": "ypos", "type": ["float", "null"]}, {"doc": "Local sky background estimate [DN]", "name": "sky", "type": ["float", "null"]}, {"doc": "Full Width Half Max assuming a Gaussian core, from SExtractor [pixels]", "name": "fwhm", "type": ["float", "null"]}, {"doc": "Star/Galaxy classification score from SExtractor", "name": "classtar", "type": ["float", "null"]}, {"doc": "Distance to nearest edge in image [pixels]", "name": "mindtoedge", "type": ["float", "null"]}, {"doc": "Ratio: difffwhm / fwhm", "name": "seeratio", "type": ["float", "null"]}, {"doc": "Windowed profile RMS afloat major axis from SExtractor [pixels]", "name": "aimage", "type": ["float", "null"]}, {"doc": "Windowed profile RMS afloat minor axis from SExtractor [pixels]", "name": "bimage", "type": ["float", "null"]}, {"doc": "Ratio: aimage / fwhm", "name": "aimagerat", "type": ["float", "null"]}, {"doc": "Ratio: bimage / fwhm", "name": "bimagerat", "type": ["float", "null"]}, {"doc": "Ratio: aimage / bimage", "name": "elong", "type": ["float", "null"]}, {"doc": "number of negative pixels in a 5 x 5 pixel stamp", "name": "nneg", "type": ["int", "null"]}, {"doc": "number of prior-tagged bad pixels in a 5 x 5 pixel stamp", "name": "nbad", "type": ["int", "null"]}, {"doc": "Ratio: sum(pixels) / sum(|pixels|) in a 5 x 5 pixel stamp where stamp is first median-filtered to mitigate outliers", "name": "sumrat", "type": ["float", "null"]}, {"doc": "Ratio: D/stddev(D) on event position where D = difference image", "name": "dsnrms", "type": ["float", "null"]}, {"doc": "Ratio: S/stddev(S) on event position where S = image of convolution: D (x) PSF(D)", "name": "ssnrms", "type": ["float", "null"]}, {"doc": "Difference of statistics: dsnrms - ssnrms", "name": "dsdiff", "type": ["float", "null"]}, {"doc": "Peak-pixel signal-to-noise ratio in point source matched-filtered detection image", "name": "scorr", "type": ["double", "null"]}, {"doc": "Color coefficient from linear fit from photometric calibration of science image", "name": "clrcoeff", "type": ["float", "null"]}, {"doc": "Color coefficient uncertainty from linear fit (corresponding to clrcoeff)", "name": "clrcounc", "type": ["float", "null"]}, {"doc": "Covariance in magzpsci and clrcoeff from science image processing [mag^2]", "name": "zpclrcov", "type": ["float", "null"]}, {"doc": "Magnitude zero point from median of all differences between instrumental photometry and matched photometric calibrators from science image processing [mag]", "name": "zpmed", "type": ["float", "null"]}, {"doc": "Median color of all PS1 photometric calibrators used from science image processing [mag]: for filter (fid) = 1, 2, 3, PS1 color used = g-r, g-r, r-i respectively", "name": "clrmed", "type": ["float", "null"]}, {"doc": "RMS color (deviation from average) of all PS1 photometric calibrators used from science image processing [mag]", "name": "clrrms", "type": ["float", "null"]}, {"doc": "RealBogus quality score from Random Forest classifier; range is 0 to 1 where closer to 1 is more reliable", "name": "rb", "type": ["float", "null"]}, {"doc": "version of Random Forest classifier model used to assign RealBogus (rb) quality score", "name": "rbversion", "type": ["string", "null"]}, {"doc": "distance to nearest known solar system object if exists within 30 arcsec [arcsec]", "name": "ssdistnr", "type": ["float", "null"]}, {"doc": "magnitude of nearest known solar system object if exists within 30 arcsec (usually V-band from MPC archive) [mag]", "name": "ssmagnr", "type": ["float", "null"]}, {"doc": "name of nearest known solar system object if exists within 30 arcsec (from MPC archive)", "name": "ssnamenr", "type": ["string", "null"]}, {"doc": "true => candidate is from a Target-of-Opportunity (ToO) exposure; false => candidate is from a non-ToO exposure", "default": false, "name": "tooflag", "type": "boolean"}, {"doc": "Number of source matches from PS1 catalog falling within 30 arcsec", "name": "nmtchps", "type": "int"}, {"doc": "Right Ascension of nearest source in reference image PSF-catalog; J2000 [deg]", "name": "psra1", "type": ["float", "null"]}, {"doc": "Declination of nearest source in reference image PSF-catalog; J2000 [deg]", "name": "psdec1", "type": ["float", "null"]}, {"doc": "Object ID of closest source from PS1 catalog; if exists within 30 arcsec", "name": "psobjectid1", "type": ["float", "null"]}, {"doc": "g-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "sgmag1", "type": ["float", "null"]}, {"doc": "g-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "sgmag1", "type": ["float", "null"]}, {"doc": "r-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "srmag1", "type": ["float", "null"]}, {"doc": "i-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "simag1", "type": ["float", "null"]}, {"doc": "z-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "szmag1", "type": ["float", "null"]}, {"doc": "Star/Galaxy score of closest source from PS1 catalog; if exists within 30 arcsec: 0 <= sgscore <= 1 where closer to 1 implies higher likelihood of being a star", "name": "sgscore1", "type": ["float", "null"]}, {"doc": "Distance to closest source from PS1 catalog; if exists within 30 arcsec [arcsec]", "name": "distpsnr1", "type": ["float", "null"]}, {"doc": "Object ID of second closest source from PS1 catalog; if exists within 30 arcsec", "name": "psobjectid2", "type": ["float", "null"]}, {"doc": "g-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "sgmag2", "type": ["float", "null"]}, {"doc": "r-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "srmag2", "type": ["float", "null"]}, {"doc": "i-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "simag2", "type": ["float", "null"]}, {"doc": "z-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "szmag2", "type": ["float", "null"]}, {"doc": "Star/Galaxy score of second closest source from PS1 catalog; if exists within 30 arcsec: 0 <= sgscore <= 1 where closer to 1 implies higher likelihood of being a star", "name": "sgscore2", "type": ["float", "null"]}, {"doc": "Distance to second closest source from PS1 catalog; if exists within 30 arcsec [arcsec]", "name": "distpsnr2", "type": ["float", "null"]}, {"doc": "Object ID of third closest source from PS1 catalog; if exists within 30 arcsec", "name": "psobjectid3", "type": ["float", "null"]}, {"doc": "g-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "sgmag3", "type": ["float", "null"]}, {"doc": "r-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "srmag3", "type": ["float", "null"]}, {"doc": "i-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "simag3", "type": ["float", "null"]}, {"doc": "z-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "szmag3", "type": ["float", "null"]}, {"doc": "Star/Galaxy score of third closest source from PS1 catalog; if exists within 30 arcsec: 0 <= sgscore <= 1 where closer to 1 implies higher likelihood of being a star", "name": "sgscore3", "type": ["float", "null"]}, {"doc": "Distance to third closest source from PS1 catalog; if exists within 30 arcsec [arcsec]", "name": "distpsnr3", "type": ["float", "null"]}, {"doc": "Number of source matches from 2MASS catalog falling within 30 arcsec", "name": "nmtchtm", "type": "int"}, {"doc": "J-band PSF magnitude of closest source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmjmag1", "type": ["float", "null"]}, {"doc": "H-band PSF magnitude of closest source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmhmag1", "type": ["float", "null"]}, {"doc": "K-band PSF magnitude of closest source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmkmag1", "type": ["float", "null"]}, {"doc": "Object ID of closest source from 2MASS catalog; if exists within 30 arcsec", "name": "tmobjectid1", "type": ["string", "null"]}, {"doc": "J-band PSF magnitude of second source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmjmag2", "type": ["float", "null"]}, {"doc": "H-band PSF magnitude of second source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmhmag2", "type": ["float", "null"]}, {"doc": "K-band PSF magnitude of second source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmkmag2", "type": ["float", "null"]}, {"doc": "Object ID of second source from 2MASS catalog; if exists within 30 arcsec", "name": "tmobjectid2", "type": ["string", "null"]}, {"doc": "J-band PSF magnitude of third source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmjmag3", "type": ["float", "null"]}, {"doc": "H-band PSF magnitude of third source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmhmag3", "type": ["float", "null"]}, {"doc": "K-band PSF magnitude of third source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmkmag3", "type": ["float", "null"]}, {"doc": "Object ID of third source from 2MASS catalog; if exists within 30 arcsec", "name": "tmobjectid3", "type": ["string", "null"]}, {"doc": "Distance to closest source from Gaia DR1 catalog irrespective of magnitude; if exists within 90 arcsec [arcsec]", "name": "neargaia", "type": ["float", "null"]}, {"doc": "Distance to closest source from Gaia DR1 catalog brighter than magnitude 14; if exists within 90 arcsec [arcsec]", "name": "neargaiabright", "type": ["float", "null"]}, {"doc": "Gaia (G-band) magnitude of closest source from Gaia DR1 catalog irrespective of magnitude; if exists within 90 arcsec [mag]", "name": "maggaia", "type": ["float", "null"]}, {"doc": "Gaia (G-band) magnitude of closest source from Gaia DR1 catalog brighter than magnitude 14; if exists within 90 arcsec [mag]", "name": "maggaiabright", "type": ["float", "null"]}]}}, {"name": "prv_candidates", "type": [{"type": "array", "items": {"type": "record", "doc": "avro alert prv_candidate schema for WINTER", "name": "winter.alert.prv_candidate", "fields": [{"doc": "Candidate ID from operations DB", "name": "candid", "type": ["long", "null"]}, {"doc": "Name of program e.g 2023A000", "name": "progname", "type": "string"}, {"doc": "Observation Julian date at start of exposure [days]", "name": "jd", "type": "double"}, {"doc": "Filter ID (0=Y; 1=J; 2=H; 3=K)", "name": "fid", "type": "int"}, {"doc": "true => candidate is from positive (sci minus ref) subtraction; f or 0 => candidate is from negative (ref minus sci) subtraction", "name": "isdiffpos", "type": "boolean"}, {"doc": "field ID", "name": "fieldid", "type": "int"}, {"doc": "Right Ascension of candidate; J2000 [deg]", "name": "ra", "type": "double"}, {"doc": "Declination of candidate; J2000 [deg]", "name": "dec", "type": "double"}, {"doc": "Magnitude from PSF-fit photometry [mag]", "name": "magpsf", "type": "float"}, {"doc": "1-sigma uncertainty in magpsf [mag]", "name": "sigmapsf", "type": "float"}, {"doc": "Full Width Half Max assuming a Gaussian core, from SExtractor [pixels]", "name": "fwhm", "type": ["float", "null"]}, {"doc": "Peak-pixel signal-to-noise ratio in point source matched-filtered detection image", "name": "scorr", "type": ["double", "null"]}]}}, "null"]}, {"doc": "science cutout image [gzipped fits bytestream]", "name": "cutout_science", "type": "bytes"}, {"doc": "cutout of template image [gzipped fits bytestream]", "name": "cutout_template", "type": "bytes"}, {"doc": "difference image cutout [gzipped fits bytestream]", "name": "cutout_difference", "type": "bytes"}]}%d* -V 0.1WINTER-mirarWNTR24auhbaøønBABqkBAnBA2023A013؛t 0kp@@A7@tA<=AUDAd>@;A=xwAs=a?9>CevD@l2C?Ɠ?Q>7>?d?@UqU@{YC{@E[A^A/%O@@['1A؁ABAA@@[AˡAv@nannannan2023A013qkBA؛J}%/kp@Ɛ@ڌA =bAp"9&@(ei4QJe(R EsDHTB%AlHDB"EJVDI(4)H*Zϻo=}u>ϽskBۥ6VsrTWںewܪnq[zl_,t\7}??=顾s߶u,\Yefuշ9l^e-;~g?SZ_?\X_&臘q) +ӛej%S)N"3cH;7J$lu19IGAr>~HgBEnt3෌x* Թёkfa>߇Z9tP|A1d6r0$0Cv2nw!kȐ#'*Cl3Jlb~7'Y6{!,|RYۼދOd#T\*> +)QaR g6?r8m xҀeރn UK{UH0yUɄ擁nMq/lε׌\%R@H/`k]0WۍѪxtKZ.|1;Tu? * _+luk6{®vj(EcwP#v3p%V94hs7tVTQ| JUO7S˹Y-;ꨅZpx,714JT)A}x* :x6pgO"~t +3ɇؐ?OffB WcID/,vdMpi\ )[F'@18UZwPW$|r,LQ מqZɾKU8f>FW.0k3:1ڵc[sB5Ю^0IrIC9&ӑJ4vMcph7MVh8נnq4fLg` xAh)mqǍu#;i`SX!+ʊa!>=3g7^‘绠_9jO= '+}1A䝵"yc+x` +Q`bWJ7czBݬIz,v~"V+aepSZ@j~\YʍN\CENɘxqwL $m.yPs$<26wBImf=ysO=@bY8)I2ᾆ.I3&&;8vp$YѢPj,˲Un]T *NlT5վ@eDp/Hk"ߋ2I 4HȎz 5@ttJO;>{#B저I&t0n;_K~#>bH0";!7^u22D[T4 w ">`N;ςqlO#. 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MҟZYeG(!oJ*: -s7:iwn8}K A 9חpSme窽F_M_1=0-~:mk N %sI:eeeZi tޣ(Xt;{ +†kVTcSUZn?Wc0سK?OtYQ&A@JռM)ϣGP:wAA 0P%s t Y +,8zb>(C/Yy}i(ys vo/a=5]gЎ{vV1C +-fյ+4?2M?C-@o-)G\ ͺ{4xuJ[1OG{٨(̔~ۆ@S5TؙvTsF!ԲhIפ~ 1| jg?w7)`x:U3DR = +WFϣž ",B1l|x/l_rl7^[)?0*mVc_F;~~`"&!'$%rh׬\9t9ČGɹ%s|7J}lJZW7&0L*Ӡc B/z-( 0!- xת+ERzee- Xǵ%@IsNiJ?yp^84V0,Xo^.o#axOnU@W%Q0!z?G+[e(!TM]E>@[uMusOв޼͠Sʐf~׏cH<Rx;I{ vᓊf0 -p̷ʋթ1i2k/;iP"ֹNhM9x߶,fh ilX]]J u?\ngl&7EJ4<2׸TAVIjc{!+1-qDYǏ⮤] +c%y# j}EՋM56 =;jC4!tg7 =yo'Tɲ8{ݓ^'̮Me|^`#Z:-ξ]:%eVzTkʷK^IC'_-l;.Třb| s ^,Cc)ldnb@Pg/LhɳD=0qfOUԔ;?Y΍OwJ 5 p)J6 F4 Oh =6q;!!f]Ȫʁ1Q;h=9CiFI]9%{AD^ퟙ0{-n+Ѫ~q6y]z^e[&LLd5_v8H+;%d=*1x<]CC!cľsHMͯ ftYIt zаل|?:M%d* -V \ No newline at end of file diff --git a/data/wntr_alerts/20240311/3608871.avro b/data/wntr_alerts/20240311/3608871.avro new file mode 100644 index 00000000..d4e0e314 --- /dev/null +++ b/data/wntr_alerts/20240311/3608871.avro @@ -0,0 +1,366 @@ +Objavro.codecnullavro.schema{"type": "record", "doc": "avro alert schema for WINTER", "name": "winter.alert", "fields": [{"doc": "schema version used", "default": "0.1", "name": "schemavsn", "type": "string"}, {"doc": "origin of alert packet", "default": "WINTER-mirar", "name": "publisher", "type": "string"}, {"name": "objectid", "type": "string"}, {"name": "candid", "type": "long"}, {"doc": "candidate information", "name": "candidate", "type": {"type": "record", "doc": "avro alert candidate schema for WINTER", "name": "winter.alert.candidate", "fields": [{"doc": "Candidate ID from candidates DB", "name": "candid", "type": "long"}, {"doc": "Whether this candidate is superceded by a reprocessing", "default": false, "name": "deprecated", "type": "boolean"}, {"doc": "Observation Julian date at start of exposure [days]", "name": "jd", "type": "double"}, {"doc": "Filter ID (0=Y; 1=J; 2=H; 3=K)", "name": "fid", "type": "int"}, {"doc": "Integration time of camera exposure [sec]", "name": "exptime", "type": "float"}, {"doc": "Number of detections", "default": 1, "name": "ndethist", "type": "int"}, {"doc": "Earliest Julian date of epoch corresponding to ndethist [days]", "name": "jdstarthist", "type": "double"}, {"doc": "Latest Julian date of epoch corresponding to ndethist [days]", "name": "jdendhist", "type": "double"}, {"doc": "Name of program e.g 2023A000", "name": "progname", "type": "string"}, {"doc": "Program ID: encodes either public, collab, MIT or caltech mode", "name": "programid", "type": "int"}, {"doc": "boolean true => candidate is from positive (sci minus ref) subtraction; false => candidate is from negative (ref minus sci) subtraction", "name": "isdiffpos", "type": "boolean"}, {"doc": "WINTER field ID", "name": "field", "type": "int"}, {"doc": "Right Ascension of candidate; J2000 [deg]", "name": "ra", "type": "double"}, {"doc": "Declination of candidate; J2000 [deg]", "name": "dec", "type": "double"}, {"doc": "Magnitude zero point for photometry estimates [mag]", "name": "magzpsci", "type": ["float", "null"]}, {"doc": "Magnitude zero point uncertainty (in magzpsci) [mag]", "name": "magzpsciunc", "type": ["float", "null"]}, {"doc": "RMS (deviation from average) in all differences between instrumental photometry and matched photometric calibrators from science image processing [mag]", "name": "magzpscirms", "type": ["float", "null"]}, {"doc": "Expected 5-sigma mag limit in difference image based on global noise estimate [mag]", "name": "diffmaglim", "type": ["float", "null"]}, {"doc": "Magnitude from PSF-fit photometry [mag]", "name": "magpsf", "type": "float"}, {"doc": "1-sigma uncertainty in magpsf [mag]", "name": "sigmapsf", "type": "float"}, {"doc": "Reduced chi-square for PSF-fit", "name": "chipsf", "type": ["float", "null"]}, {"doc": "Aperture mag using 14 pixel diameter aperture [mag]", "name": "magap", "type": ["float", "null"]}, {"doc": "1-sigma uncertainty in magap [mag]", "name": "sigmagap", "type": ["float", "null"]}, {"doc": "Aperture mag using 18 pixel diameter aperture [mag]", "name": "magapbig", "type": ["float", "null"]}, {"doc": "1-sigma uncertainty in magapbig [mag]", "name": "sigmagapbig", "type": ["float", "null"]}, {"doc": "Difference: magap - magpsf [mag]", "name": "magdiff", "type": ["float", "null"]}, {"doc": "Difference: diffmaglim - magap [mag]", "name": "magfromlim", "type": ["float", "null"]}, {"doc": "distance to nearest source in reference image PSF-catalog [pixels]", "name": "distnr", "type": ["float", "null"]}, {"doc": "magnitude of nearest source in reference image PSF-catalog [mag]", "name": "magnr", "type": ["float", "null"]}, {"doc": "1-sigma uncertainty in magnr [mag]", "name": "sigmagnr", "type": ["float", "null"]}, {"doc": "x-image position of candidate [pixels]", "name": "xpos", "type": ["float", "null"]}, {"doc": "y-image position of candidate [pixels]", "name": "ypos", "type": ["float", "null"]}, {"doc": "Local sky background estimate [DN]", "name": "sky", "type": ["float", "null"]}, {"doc": "Full Width Half Max assuming a Gaussian core, from SExtractor [pixels]", "name": "fwhm", "type": ["float", "null"]}, {"doc": "Star/Galaxy classification score from SExtractor", "name": "classtar", "type": ["float", "null"]}, {"doc": "Distance to nearest edge in image [pixels]", "name": "mindtoedge", "type": ["float", "null"]}, {"doc": "Ratio: difffwhm / fwhm", "name": "seeratio", "type": ["float", "null"]}, {"doc": "Windowed profile RMS afloat major axis from SExtractor [pixels]", "name": "aimage", "type": ["float", "null"]}, {"doc": "Windowed profile RMS afloat minor axis from SExtractor [pixels]", "name": "bimage", "type": ["float", "null"]}, {"doc": "Ratio: aimage / fwhm", "name": "aimagerat", "type": ["float", "null"]}, {"doc": "Ratio: bimage / fwhm", "name": "bimagerat", "type": ["float", "null"]}, {"doc": "Ratio: aimage / bimage", "name": "elong", "type": ["float", "null"]}, {"doc": "number of negative pixels in a 5 x 5 pixel stamp", "name": "nneg", "type": ["int", "null"]}, {"doc": "number of prior-tagged bad pixels in a 5 x 5 pixel stamp", "name": "nbad", "type": ["int", "null"]}, {"doc": "Ratio: sum(pixels) / sum(|pixels|) in a 5 x 5 pixel stamp where stamp is first median-filtered to mitigate outliers", "name": "sumrat", "type": ["float", "null"]}, {"doc": "Ratio: D/stddev(D) on event position where D = difference image", "name": "dsnrms", "type": ["float", "null"]}, {"doc": "Ratio: S/stddev(S) on event position where S = image of convolution: D (x) PSF(D)", "name": "ssnrms", "type": ["float", "null"]}, {"doc": "Difference of statistics: dsnrms - ssnrms", "name": "dsdiff", "type": ["float", "null"]}, {"doc": "Peak-pixel signal-to-noise ratio in point source matched-filtered detection image", "name": "scorr", "type": ["double", "null"]}, {"doc": "Color coefficient from linear fit from photometric calibration of science image", "name": "clrcoeff", "type": ["float", "null"]}, {"doc": "Color coefficient uncertainty from linear fit (corresponding to clrcoeff)", "name": "clrcounc", "type": ["float", "null"]}, {"doc": "Covariance in magzpsci and clrcoeff from science image processing [mag^2]", "name": "zpclrcov", "type": ["float", "null"]}, {"doc": "Magnitude zero point from median of all differences between instrumental photometry and matched photometric calibrators from science image processing [mag]", "name": "zpmed", "type": ["float", "null"]}, {"doc": "Median color of all PS1 photometric calibrators used from science image processing [mag]: for filter (fid) = 1, 2, 3, PS1 color used = g-r, g-r, r-i respectively", "name": "clrmed", "type": ["float", "null"]}, {"doc": "RMS color (deviation from average) of all PS1 photometric calibrators used from science image processing [mag]", "name": "clrrms", "type": ["float", "null"]}, {"doc": "RealBogus quality score from Random Forest classifier; range is 0 to 1 where closer to 1 is more reliable", "name": "rb", "type": ["float", "null"]}, {"doc": "version of Random Forest classifier model used to assign RealBogus (rb) quality score", "name": "rbversion", "type": ["string", "null"]}, {"doc": "distance to nearest known solar system object if exists within 30 arcsec [arcsec]", "name": "ssdistnr", "type": ["float", "null"]}, {"doc": "magnitude of nearest known solar system object if exists within 30 arcsec (usually V-band from MPC archive) [mag]", "name": "ssmagnr", "type": ["float", "null"]}, {"doc": "name of nearest known solar system object if exists within 30 arcsec (from MPC archive)", "name": "ssnamenr", "type": ["string", "null"]}, {"doc": "true => candidate is from a Target-of-Opportunity (ToO) exposure; false => candidate is from a non-ToO exposure", "default": false, "name": "tooflag", "type": "boolean"}, {"doc": "Number of source matches from PS1 catalog falling within 30 arcsec", "name": "nmtchps", "type": "int"}, {"doc": "Right Ascension of nearest source in reference image PSF-catalog; J2000 [deg]", "name": "psra1", "type": ["float", "null"]}, {"doc": "Declination of nearest source in reference image PSF-catalog; J2000 [deg]", "name": "psdec1", "type": ["float", "null"]}, {"doc": "Object ID of closest source from PS1 catalog; if exists within 30 arcsec", "name": "psobjectid1", "type": ["float", "null"]}, {"doc": "g-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "sgmag1", "type": ["float", "null"]}, {"doc": "g-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "sgmag1", "type": ["float", "null"]}, {"doc": "r-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "srmag1", "type": ["float", "null"]}, {"doc": "i-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "simag1", "type": ["float", "null"]}, {"doc": "z-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "szmag1", "type": ["float", "null"]}, {"doc": "Star/Galaxy score of closest source from PS1 catalog; if exists within 30 arcsec: 0 <= sgscore <= 1 where closer to 1 implies higher likelihood of being a star", "name": "sgscore1", "type": ["float", "null"]}, {"doc": "Distance to closest source from PS1 catalog; if exists within 30 arcsec [arcsec]", "name": "distpsnr1", "type": ["float", "null"]}, {"doc": "Object ID of second closest source from PS1 catalog; if exists within 30 arcsec", "name": "psobjectid2", "type": ["float", "null"]}, {"doc": "g-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "sgmag2", "type": ["float", "null"]}, {"doc": "r-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "srmag2", "type": ["float", "null"]}, {"doc": "i-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "simag2", "type": ["float", "null"]}, {"doc": "z-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "szmag2", "type": ["float", "null"]}, {"doc": "Star/Galaxy score of second closest source from PS1 catalog; if exists within 30 arcsec: 0 <= sgscore <= 1 where closer to 1 implies higher likelihood of being a star", "name": "sgscore2", "type": ["float", "null"]}, {"doc": "Distance to second closest source from PS1 catalog; if exists within 30 arcsec [arcsec]", "name": "distpsnr2", "type": ["float", "null"]}, {"doc": "Object ID of third closest source from PS1 catalog; if exists within 30 arcsec", "name": "psobjectid3", "type": ["float", "null"]}, {"doc": "g-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "sgmag3", "type": ["float", "null"]}, {"doc": "r-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "srmag3", "type": ["float", "null"]}, {"doc": "i-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "simag3", "type": ["float", "null"]}, {"doc": "z-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "szmag3", "type": ["float", "null"]}, {"doc": "Star/Galaxy score of third closest source from PS1 catalog; if exists within 30 arcsec: 0 <= sgscore <= 1 where closer to 1 implies higher likelihood of being a star", "name": "sgscore3", "type": ["float", "null"]}, {"doc": "Distance to third closest source from PS1 catalog; if exists within 30 arcsec [arcsec]", "name": "distpsnr3", "type": ["float", "null"]}, {"doc": "Number of source matches from 2MASS catalog falling within 30 arcsec", "name": "nmtchtm", "type": "int"}, {"doc": "J-band PSF magnitude of closest source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmjmag1", "type": ["float", "null"]}, {"doc": "H-band PSF magnitude of closest source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmhmag1", "type": ["float", "null"]}, {"doc": "K-band PSF magnitude of closest source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmkmag1", "type": ["float", "null"]}, {"doc": "Object ID of closest source from 2MASS catalog; if exists within 30 arcsec", "name": "tmobjectid1", "type": ["string", "null"]}, {"doc": "J-band PSF magnitude of second source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmjmag2", "type": ["float", "null"]}, {"doc": "H-band PSF magnitude of second source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmhmag2", "type": ["float", "null"]}, {"doc": "K-band PSF magnitude of second source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmkmag2", "type": ["float", "null"]}, {"doc": "Object ID of second source from 2MASS catalog; if exists within 30 arcsec", "name": "tmobjectid2", "type": ["string", "null"]}, {"doc": "J-band PSF magnitude of third source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmjmag3", "type": ["float", "null"]}, {"doc": "H-band PSF magnitude of third source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmhmag3", "type": ["float", "null"]}, {"doc": "K-band PSF magnitude of third source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmkmag3", "type": ["float", "null"]}, {"doc": "Object ID of third source from 2MASS catalog; if exists within 30 arcsec", "name": "tmobjectid3", "type": ["string", "null"]}, {"doc": "Distance to closest source from Gaia DR1 catalog irrespective of magnitude; if exists within 90 arcsec [arcsec]", "name": "neargaia", "type": ["float", "null"]}, {"doc": "Distance to closest source from Gaia DR1 catalog brighter than magnitude 14; if exists within 90 arcsec [arcsec]", "name": "neargaiabright", "type": ["float", "null"]}, {"doc": "Gaia (G-band) magnitude of closest source from Gaia DR1 catalog irrespective of magnitude; if exists within 90 arcsec [mag]", "name": "maggaia", "type": ["float", "null"]}, {"doc": "Gaia (G-band) magnitude of closest source from Gaia DR1 catalog brighter than magnitude 14; if exists within 90 arcsec [mag]", "name": "maggaiabright", "type": ["float", "null"]}]}}, {"name": "prv_candidates", "type": [{"type": "array", "items": {"type": "record", "doc": "avro alert prv_candidate schema for WINTER", "name": "winter.alert.prv_candidate", "fields": [{"doc": "Candidate ID from operations DB", "name": "candid", "type": ["long", "null"]}, {"doc": "Name of program e.g 2023A000", "name": "progname", "type": "string"}, {"doc": "Observation Julian date at start of exposure [days]", "name": "jd", "type": "double"}, {"doc": "Filter ID (0=Y; 1=J; 2=H; 3=K)", "name": "fid", "type": "int"}, {"doc": "true => candidate is from positive (sci minus ref) subtraction; f or 0 => candidate is from negative (ref minus sci) subtraction", "name": "isdiffpos", "type": "boolean"}, {"doc": "field ID", "name": "fieldid", "type": "int"}, {"doc": "Right Ascension of candidate; J2000 [deg]", "name": "ra", "type": "double"}, {"doc": "Declination of candidate; J2000 [deg]", "name": "dec", "type": "double"}, {"doc": "Magnitude from PSF-fit photometry [mag]", "name": "magpsf", "type": "float"}, {"doc": "1-sigma uncertainty in magpsf [mag]", "name": "sigmapsf", "type": "float"}, {"doc": "Full Width Half Max assuming a Gaussian core, from SExtractor [pixels]", "name": "fwhm", "type": ["float", "null"]}, {"doc": "Peak-pixel signal-to-noise ratio in point source matched-filtered detection image", "name": "scorr", "type": ["double", "null"]}]}}, "null"]}, {"doc": "science cutout image [gzipped fits bytestream]", "name": "cutout_science", "type": "bytes"}, {"doc": "cutout of template image [gzipped fits bytestream]", "name": "cutout_template", "type": "bytes"}, {"doc": "difference image cutout [gzipped fits bytestream]", "name": "cutout_difference", "type": "bytes"}]}= cs/W& 0.1WINTER-mirarWNTR24auhckĸĸnBABqkBAnBA2023A013؛ 8ep@0PL@tA<=AA_b=HF{A=æVA0 =>2,?2D- :DFAC&I@ ?ہ>=@0?D^@)C +@["qA@[:#|A oANABl@[)\IA 8Ab@AA}?A"17291857+0709221 AF}AwA"17291812+0709085 v|AAzAouA"17291972+0709254 ޕ2023A013qkBA؛S_8ep@^Bj@p׀A<(Ag5Q"@2023A0131pnBA؛9ep@J`@A0=‰A[ (@ʁ(e7eʘ!JdNJ׾ + %Q *J2LMB½HRD%) NY<묳k{͊ 447xo Ѵ^R?]W^Ι/-H-M3 h[zp$o?gv- +? ޥgP5yiQ3`2ܪ"/h1:I;ЎfƋj|f vL$z$JPMۡvޒ"G!n7޲XA׿̮2CI=m*Ou6Dtn7c% +;Uf>:>tVZ =|Gd\yzA-&e7}ܒ +aA,{ +Dv?+^ۉ978$҃Mz{#h>υBH+܇8G<@Ǯ8 '/8T lW5d :YvdxO5/L <믟ŷVq"DQla2)kA6΄n[ +pl+dUܟiý%Ozq.i(ȉ@X S`z:q)T١+yU?ʷ/!p4~Zxśc2v,O~M=L㬝Ͳ:Vbb3 m8n/z6YQsIfYex+V`0B,gPKj}@m#q(h]{ ql[35wzqdx^4 QO*6' +j3D0|- qR ~a2άca ݇g<Л<}YkO} j';t FP/Jb!Yhd*)*e嚐R*J?(2^}y@i.i('bF9D&r4NwXԣ$; 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ZSt ?"wDd~\߃{.vyԿ0*>>٣(‡uPRx ,r[H9zK#Bq(y=_ۺCUbZTw8"\Vy{޹w+Q0 ֢ ~j\BAtTp,ٰ/ӪfΏO*9ARHu$2\)@t!x}t4sH B8%nLG=uGg0(]̊Jn1]`нY Q=U:u}vUn < \ ᡵ5 sM9*@W_E` candidate is from positive (sci minus ref) subtraction; false => candidate is from negative (ref minus sci) subtraction", "name": "isdiffpos", "type": "boolean"}, {"doc": "WINTER field ID", "name": "field", "type": "int"}, {"doc": "Right Ascension of candidate; J2000 [deg]", "name": "ra", "type": "double"}, {"doc": "Declination of candidate; J2000 [deg]", "name": "dec", "type": "double"}, {"doc": "Magnitude zero point for photometry estimates [mag]", "name": "magzpsci", "type": ["float", "null"]}, {"doc": "Magnitude zero point uncertainty (in magzpsci) [mag]", "name": "magzpsciunc", "type": ["float", "null"]}, {"doc": "RMS (deviation from average) in all differences between instrumental photometry and matched photometric calibrators from science image processing [mag]", "name": "magzpscirms", "type": ["float", "null"]}, {"doc": "Expected 5-sigma mag limit in difference image based on global noise estimate [mag]", "name": "diffmaglim", "type": ["float", "null"]}, {"doc": "Magnitude from PSF-fit photometry [mag]", "name": "magpsf", "type": "float"}, {"doc": "1-sigma uncertainty in magpsf [mag]", "name": "sigmapsf", "type": "float"}, {"doc": "Reduced chi-square for PSF-fit", "name": "chipsf", "type": ["float", "null"]}, {"doc": "Aperture mag using 14 pixel diameter aperture [mag]", "name": "magap", "type": ["float", "null"]}, {"doc": "1-sigma uncertainty in magap [mag]", "name": "sigmagap", "type": ["float", "null"]}, {"doc": "Aperture mag using 18 pixel diameter aperture [mag]", "name": "magapbig", "type": ["float", "null"]}, {"doc": "1-sigma uncertainty in magapbig [mag]", "name": "sigmagapbig", "type": ["float", "null"]}, {"doc": "Difference: magap - magpsf [mag]", "name": "magdiff", "type": ["float", "null"]}, {"doc": "Difference: diffmaglim - magap [mag]", "name": "magfromlim", "type": ["float", "null"]}, {"doc": "distance to nearest source in reference image PSF-catalog [pixels]", "name": "distnr", "type": ["float", "null"]}, {"doc": "magnitude of nearest source in reference image PSF-catalog [mag]", "name": "magnr", "type": ["float", "null"]}, {"doc": "1-sigma uncertainty in magnr [mag]", "name": "sigmagnr", "type": ["float", "null"]}, {"doc": "x-image position of candidate [pixels]", "name": "xpos", "type": ["float", "null"]}, {"doc": "y-image position of candidate [pixels]", "name": "ypos", "type": ["float", "null"]}, {"doc": "Local sky background estimate [DN]", "name": "sky", "type": ["float", "null"]}, {"doc": "Full Width Half Max assuming a Gaussian core, from SExtractor [pixels]", "name": "fwhm", "type": ["float", "null"]}, {"doc": "Star/Galaxy classification score from SExtractor", "name": "classtar", "type": ["float", "null"]}, {"doc": "Distance to nearest edge in image [pixels]", "name": "mindtoedge", "type": ["float", "null"]}, {"doc": "Ratio: difffwhm / fwhm", "name": "seeratio", "type": ["float", "null"]}, {"doc": "Windowed profile RMS afloat major axis from SExtractor [pixels]", "name": "aimage", "type": ["float", "null"]}, {"doc": "Windowed profile RMS afloat minor axis from SExtractor [pixels]", "name": "bimage", "type": ["float", "null"]}, {"doc": "Ratio: aimage / fwhm", "name": "aimagerat", "type": ["float", "null"]}, {"doc": "Ratio: bimage / fwhm", "name": "bimagerat", "type": ["float", "null"]}, {"doc": "Ratio: aimage / bimage", "name": "elong", "type": ["float", "null"]}, {"doc": "number of negative pixels in a 5 x 5 pixel stamp", "name": "nneg", "type": ["int", "null"]}, {"doc": "number of prior-tagged bad pixels in a 5 x 5 pixel stamp", "name": "nbad", "type": ["int", "null"]}, {"doc": "Ratio: sum(pixels) / sum(|pixels|) in a 5 x 5 pixel stamp where stamp is first median-filtered to mitigate outliers", "name": "sumrat", "type": ["float", "null"]}, {"doc": "Ratio: D/stddev(D) on event position where D = difference image", "name": "dsnrms", "type": ["float", "null"]}, {"doc": "Ratio: S/stddev(S) on event position where S = image of convolution: D (x) PSF(D)", "name": "ssnrms", "type": ["float", "null"]}, {"doc": "Difference of statistics: dsnrms - ssnrms", "name": "dsdiff", "type": ["float", "null"]}, {"doc": "Peak-pixel signal-to-noise ratio in point source matched-filtered detection image", "name": "scorr", "type": ["double", "null"]}, {"doc": "Color coefficient from linear fit from photometric calibration of science image", "name": "clrcoeff", "type": ["float", "null"]}, {"doc": "Color coefficient uncertainty from linear fit (corresponding to clrcoeff)", "name": "clrcounc", "type": ["float", "null"]}, {"doc": "Covariance in magzpsci and clrcoeff from science image processing [mag^2]", "name": "zpclrcov", "type": ["float", "null"]}, {"doc": "Magnitude zero point from median of all differences between instrumental photometry and matched photometric calibrators from science image processing [mag]", "name": "zpmed", "type": ["float", "null"]}, {"doc": "Median color of all PS1 photometric calibrators used from science image processing [mag]: for filter (fid) = 1, 2, 3, PS1 color used = g-r, g-r, r-i respectively", "name": "clrmed", "type": ["float", "null"]}, {"doc": "RMS color (deviation from average) of all PS1 photometric calibrators used from science image processing [mag]", "name": "clrrms", "type": ["float", "null"]}, {"doc": "RealBogus quality score from Random Forest classifier; range is 0 to 1 where closer to 1 is more reliable", "name": "rb", "type": ["float", "null"]}, {"doc": "version of Random Forest classifier model used to assign RealBogus (rb) quality score", "name": "rbversion", "type": ["string", "null"]}, {"doc": "distance to nearest known solar system object if exists within 30 arcsec [arcsec]", "name": "ssdistnr", "type": ["float", "null"]}, {"doc": "magnitude of nearest known solar system object if exists within 30 arcsec (usually V-band from MPC archive) [mag]", "name": "ssmagnr", "type": ["float", "null"]}, {"doc": "name of nearest known solar system object if exists within 30 arcsec (from MPC archive)", "name": "ssnamenr", "type": ["string", "null"]}, {"doc": "true => candidate is from a Target-of-Opportunity (ToO) exposure; false => candidate is from a non-ToO exposure", "default": false, "name": "tooflag", "type": "boolean"}, {"doc": "Number of source matches from PS1 catalog falling within 30 arcsec", "name": "nmtchps", "type": "int"}, {"doc": "Right Ascension of nearest source in reference image PSF-catalog; J2000 [deg]", "name": "psra1", "type": ["float", "null"]}, {"doc": "Declination of nearest source in reference image PSF-catalog; J2000 [deg]", "name": "psdec1", "type": ["float", "null"]}, {"doc": "Object ID of closest source from PS1 catalog; if exists within 30 arcsec", "name": "psobjectid1", "type": ["float", "null"]}, {"doc": "g-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "sgmag1", "type": ["float", "null"]}, {"doc": "g-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "sgmag1", "type": ["float", "null"]}, {"doc": "r-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "srmag1", "type": ["float", "null"]}, {"doc": "i-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "simag1", "type": ["float", "null"]}, {"doc": "z-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "szmag1", "type": ["float", "null"]}, {"doc": "Star/Galaxy score of closest source from PS1 catalog; if exists within 30 arcsec: 0 <= sgscore <= 1 where closer to 1 implies higher likelihood of being a star", "name": "sgscore1", "type": ["float", "null"]}, {"doc": "Distance to closest source from PS1 catalog; if exists within 30 arcsec [arcsec]", "name": "distpsnr1", "type": ["float", "null"]}, {"doc": "Object ID of second closest source from PS1 catalog; if exists within 30 arcsec", "name": "psobjectid2", "type": ["float", "null"]}, {"doc": "g-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "sgmag2", "type": ["float", "null"]}, {"doc": "r-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "srmag2", "type": ["float", "null"]}, {"doc": "i-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "simag2", "type": ["float", "null"]}, {"doc": "z-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "szmag2", "type": ["float", "null"]}, {"doc": "Star/Galaxy score of second closest source from PS1 catalog; if exists within 30 arcsec: 0 <= sgscore <= 1 where closer to 1 implies higher likelihood of being a star", "name": "sgscore2", "type": ["float", "null"]}, {"doc": "Distance to second closest source from PS1 catalog; if exists within 30 arcsec [arcsec]", "name": "distpsnr2", "type": ["float", "null"]}, {"doc": "Object ID of third closest source from PS1 catalog; if exists within 30 arcsec", "name": "psobjectid3", "type": ["float", "null"]}, {"doc": "g-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "sgmag3", "type": ["float", "null"]}, {"doc": "r-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "srmag3", "type": ["float", "null"]}, {"doc": "i-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "simag3", "type": ["float", "null"]}, {"doc": "z-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "szmag3", "type": ["float", "null"]}, {"doc": "Star/Galaxy score of third closest source from PS1 catalog; if exists within 30 arcsec: 0 <= sgscore <= 1 where closer to 1 implies higher likelihood of being a star", "name": "sgscore3", "type": ["float", "null"]}, {"doc": "Distance to third closest source from PS1 catalog; if exists within 30 arcsec [arcsec]", "name": "distpsnr3", "type": ["float", "null"]}, {"doc": "Number of source matches from 2MASS catalog falling within 30 arcsec", "name": "nmtchtm", "type": "int"}, {"doc": "J-band PSF magnitude of closest source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmjmag1", "type": ["float", "null"]}, {"doc": "H-band PSF magnitude of closest source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmhmag1", "type": ["float", "null"]}, {"doc": "K-band PSF magnitude of closest source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmkmag1", "type": ["float", "null"]}, {"doc": "Object ID of closest source from 2MASS catalog; if exists within 30 arcsec", "name": "tmobjectid1", "type": ["string", "null"]}, {"doc": "J-band PSF magnitude of second source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmjmag2", "type": ["float", "null"]}, {"doc": "H-band PSF magnitude of second source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmhmag2", "type": ["float", "null"]}, {"doc": "K-band PSF magnitude of second source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmkmag2", "type": ["float", "null"]}, {"doc": "Object ID of second source from 2MASS catalog; if exists within 30 arcsec", "name": "tmobjectid2", "type": ["string", "null"]}, {"doc": "J-band PSF magnitude of third source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmjmag3", "type": ["float", "null"]}, {"doc": "H-band PSF magnitude of third source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmhmag3", "type": ["float", "null"]}, {"doc": "K-band PSF magnitude of third source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmkmag3", "type": ["float", "null"]}, {"doc": "Object ID of third source from 2MASS catalog; if exists within 30 arcsec", "name": "tmobjectid3", "type": ["string", "null"]}, {"doc": "Distance to closest source from Gaia DR1 catalog irrespective of magnitude; if exists within 90 arcsec [arcsec]", "name": "neargaia", "type": ["float", "null"]}, {"doc": "Distance to closest source from Gaia DR1 catalog brighter than magnitude 14; if exists within 90 arcsec [arcsec]", "name": "neargaiabright", "type": ["float", "null"]}, {"doc": "Gaia (G-band) magnitude of closest source from Gaia DR1 catalog irrespective of magnitude; if exists within 90 arcsec [mag]", "name": "maggaia", "type": ["float", "null"]}, {"doc": "Gaia (G-band) magnitude of closest source from Gaia DR1 catalog brighter than magnitude 14; if exists within 90 arcsec [mag]", "name": "maggaiabright", "type": ["float", "null"]}]}}, {"name": "prv_candidates", "type": [{"type": "array", "items": {"type": "record", "doc": "avro alert prv_candidate schema for WINTER", "name": "winter.alert.prv_candidate", "fields": [{"doc": "Candidate ID from operations DB", "name": "candid", "type": ["long", "null"]}, {"doc": "Name of program e.g 2023A000", "name": "progname", "type": "string"}, {"doc": "Observation Julian date at start of exposure [days]", "name": "jd", "type": "double"}, {"doc": "Filter ID (0=Y; 1=J; 2=H; 3=K)", "name": "fid", "type": "int"}, {"doc": "true => candidate is from positive (sci minus ref) subtraction; f or 0 => candidate is from negative (ref minus sci) subtraction", "name": "isdiffpos", "type": "boolean"}, {"doc": "field ID", "name": "fieldid", "type": "int"}, {"doc": "Right Ascension of candidate; J2000 [deg]", "name": "ra", "type": "double"}, {"doc": "Declination of candidate; J2000 [deg]", "name": "dec", "type": "double"}, {"doc": "Magnitude from PSF-fit photometry [mag]", "name": "magpsf", "type": "float"}, {"doc": "1-sigma uncertainty in magpsf [mag]", "name": "sigmapsf", "type": "float"}, {"doc": "Full Width Half Max assuming a Gaussian core, from SExtractor [pixels]", "name": "fwhm", "type": ["float", "null"]}, {"doc": "Peak-pixel signal-to-noise ratio in point source matched-filtered detection image", "name": "scorr", "type": ["double", "null"]}]}}, "null"]}, {"doc": "science cutout image [gzipped fits bytestream]", "name": "cutout_science", "type": "bytes"}, {"doc": "cutout of template image [gzipped fits bytestream]", "name": "cutout_template", "type": "bytes"}, {"doc": "difference image cutout [gzipped fits bytestream]", "name": "cutout_difference", "type": "bytes"}]}8G_[l>ȣ 0.1WINTER-mirarWNTR24auhcnĸĸnBABqkBAnBA2023A013؛Pdp@p@tA<=A5AF>Ҹ`D)&A>=oAE˩=z0?>zD-8D8O;ACI@Ǯ?6>>?"!?/Ѫ@"C!@[ A1AFAw@[VAHA}?CA'1@A4A[A0AqAhA$A+,Aff"A A"17290418+0709198 '1zASuAZtA"17290486+0709087 -nA/gARhA"17290336+0709357 䕯2023A013qkBA؛L$Odp@L &Ԛ@ ~Ak<GlAS@2023A0131pnBA؛tPdp@urϟ@R>AR=RjAu+E@Ɓ(e7 eKDigI$ ehP2$CI7B)%i4 NY<묳~}õ|-- iZ;vl +ڡeeV`&MZ-iVxz!Z܃ܵB7k_p$+-vm(n/֛g|w?߀ |>='&CF=fD^C[~C24fwAM 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1=J; 2=H; 3=K)", "name": "fid", "type": "int"}, {"doc": "Integration time of camera exposure [sec]", "name": "exptime", "type": "float"}, {"doc": "Number of detections", "default": 1, "name": "ndethist", "type": "int"}, {"doc": "Earliest Julian date of epoch corresponding to ndethist [days]", "name": "jdstarthist", "type": "double"}, {"doc": "Latest Julian date of epoch corresponding to ndethist [days]", "name": "jdendhist", "type": "double"}, {"doc": "Name of program e.g 2023A000", "name": "progname", "type": "string"}, {"doc": "Program ID: encodes either public, collab, MIT or caltech mode", "name": "programid", "type": "int"}, {"doc": "boolean true => candidate is from positive (sci minus ref) subtraction; false => candidate is from negative (ref minus sci) subtraction", "name": "isdiffpos", "type": "boolean"}, {"doc": "WINTER field ID", "name": "field", "type": "int"}, {"doc": "Right Ascension of candidate; J2000 [deg]", "name": "ra", "type": "double"}, {"doc": "Declination of candidate; J2000 [deg]", "name": "dec", "type": "double"}, {"doc": "Magnitude zero point for photometry estimates [mag]", "name": "magzpsci", "type": ["float", "null"]}, {"doc": "Magnitude zero point uncertainty (in magzpsci) [mag]", "name": "magzpsciunc", "type": ["float", "null"]}, {"doc": "RMS (deviation from average) in all differences between instrumental photometry and matched photometric calibrators from science image processing [mag]", "name": "magzpscirms", "type": ["float", "null"]}, {"doc": "Expected 5-sigma mag limit in difference image based on global noise estimate [mag]", "name": "diffmaglim", "type": ["float", "null"]}, {"doc": "Magnitude from PSF-fit photometry [mag]", "name": "magpsf", "type": "float"}, {"doc": "1-sigma uncertainty in magpsf [mag]", "name": "sigmapsf", "type": "float"}, {"doc": "Reduced chi-square for PSF-fit", "name": "chipsf", "type": ["float", "null"]}, {"doc": "Aperture mag using 14 pixel diameter aperture [mag]", "name": "magap", "type": ["float", "null"]}, {"doc": "1-sigma uncertainty in magap [mag]", "name": "sigmagap", "type": ["float", "null"]}, {"doc": "Aperture mag using 18 pixel diameter aperture [mag]", "name": "magapbig", "type": ["float", "null"]}, {"doc": "1-sigma uncertainty in magapbig [mag]", "name": "sigmagapbig", "type": ["float", "null"]}, {"doc": "Difference: magap - magpsf [mag]", "name": "magdiff", "type": ["float", "null"]}, {"doc": "Difference: diffmaglim - magap [mag]", "name": "magfromlim", "type": ["float", "null"]}, {"doc": "distance to nearest source in reference image PSF-catalog [pixels]", "name": "distnr", "type": ["float", "null"]}, {"doc": "magnitude of nearest source in reference image PSF-catalog [mag]", "name": "magnr", "type": ["float", "null"]}, {"doc": "1-sigma uncertainty in magnr [mag]", "name": "sigmagnr", "type": ["float", "null"]}, {"doc": "x-image position of candidate [pixels]", "name": "xpos", "type": ["float", "null"]}, {"doc": "y-image position of candidate [pixels]", "name": "ypos", "type": ["float", "null"]}, {"doc": "Local sky background estimate [DN]", "name": "sky", "type": ["float", "null"]}, {"doc": "Full Width Half Max assuming a Gaussian core, from SExtractor [pixels]", "name": "fwhm", "type": ["float", "null"]}, {"doc": "Star/Galaxy classification score from SExtractor", "name": "classtar", "type": ["float", "null"]}, {"doc": "Distance to nearest edge in image [pixels]", "name": "mindtoedge", "type": ["float", "null"]}, {"doc": "Ratio: difffwhm / fwhm", "name": "seeratio", "type": ["float", "null"]}, {"doc": "Windowed profile RMS afloat major axis from SExtractor [pixels]", "name": "aimage", "type": ["float", "null"]}, {"doc": "Windowed profile RMS afloat minor axis from SExtractor [pixels]", "name": "bimage", "type": ["float", "null"]}, {"doc": "Ratio: aimage / fwhm", "name": "aimagerat", "type": ["float", "null"]}, {"doc": "Ratio: bimage / fwhm", "name": "bimagerat", "type": ["float", "null"]}, {"doc": "Ratio: aimage / bimage", "name": "elong", "type": ["float", "null"]}, {"doc": "number of negative pixels in a 5 x 5 pixel stamp", "name": "nneg", "type": ["int", "null"]}, {"doc": "number of prior-tagged bad pixels in a 5 x 5 pixel stamp", "name": "nbad", "type": ["int", "null"]}, {"doc": "Ratio: sum(pixels) / sum(|pixels|) in a 5 x 5 pixel stamp where stamp is first median-filtered to mitigate outliers", "name": "sumrat", "type": ["float", "null"]}, {"doc": "Ratio: D/stddev(D) on event position where D = difference image", "name": "dsnrms", "type": ["float", "null"]}, {"doc": "Ratio: S/stddev(S) on event position where S = image of convolution: D (x) PSF(D)", "name": "ssnrms", "type": ["float", "null"]}, {"doc": "Difference of statistics: dsnrms - ssnrms", "name": "dsdiff", "type": ["float", "null"]}, {"doc": "Peak-pixel signal-to-noise ratio in point source matched-filtered detection image", "name": "scorr", "type": ["double", "null"]}, {"doc": "Color coefficient from linear fit from photometric calibration of science image", "name": "clrcoeff", "type": ["float", "null"]}, {"doc": "Color coefficient uncertainty from linear fit (corresponding to clrcoeff)", "name": "clrcounc", "type": ["float", "null"]}, {"doc": "Covariance in magzpsci and clrcoeff from science image processing [mag^2]", "name": "zpclrcov", "type": ["float", "null"]}, {"doc": "Magnitude zero point from median of all differences between instrumental photometry and matched photometric calibrators from science image processing [mag]", "name": "zpmed", "type": ["float", "null"]}, {"doc": "Median color of all PS1 photometric calibrators used from science image processing [mag]: for filter (fid) = 1, 2, 3, PS1 color used = g-r, g-r, r-i respectively", "name": "clrmed", "type": ["float", "null"]}, {"doc": "RMS color (deviation from average) of all PS1 photometric calibrators used from science image processing [mag]", "name": "clrrms", "type": ["float", "null"]}, {"doc": "RealBogus quality score from Random Forest classifier; range is 0 to 1 where closer to 1 is more reliable", "name": "rb", "type": ["float", "null"]}, {"doc": "version of Random Forest classifier model used to assign RealBogus (rb) quality score", "name": "rbversion", "type": ["string", "null"]}, {"doc": "distance to nearest known solar system object if exists within 30 arcsec [arcsec]", "name": "ssdistnr", "type": ["float", "null"]}, {"doc": "magnitude of nearest known solar system object if exists within 30 arcsec (usually V-band from MPC archive) [mag]", "name": "ssmagnr", "type": ["float", "null"]}, {"doc": "name of nearest known solar system object if exists within 30 arcsec (from MPC archive)", "name": "ssnamenr", "type": ["string", "null"]}, {"doc": "true => candidate is from a Target-of-Opportunity (ToO) exposure; false => candidate is from a non-ToO exposure", "default": false, "name": "tooflag", "type": "boolean"}, {"doc": "Number of source matches from PS1 catalog falling within 30 arcsec", "name": "nmtchps", "type": "int"}, {"doc": "Right Ascension of nearest source in reference image PSF-catalog; J2000 [deg]", "name": "psra1", "type": ["float", "null"]}, {"doc": "Declination of nearest source in reference image PSF-catalog; J2000 [deg]", "name": "psdec1", "type": ["float", "null"]}, {"doc": "Object ID of closest source from PS1 catalog; if exists within 30 arcsec", "name": "psobjectid1", "type": ["float", "null"]}, {"doc": "g-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "sgmag1", "type": ["float", "null"]}, {"doc": "g-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "sgmag1", "type": ["float", "null"]}, {"doc": "r-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "srmag1", "type": ["float", "null"]}, {"doc": "i-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "simag1", "type": ["float", "null"]}, {"doc": "z-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "szmag1", "type": ["float", "null"]}, {"doc": "Star/Galaxy score of closest source from PS1 catalog; if exists within 30 arcsec: 0 <= sgscore <= 1 where closer to 1 implies higher likelihood of being a star", "name": "sgscore1", "type": ["float", "null"]}, {"doc": "Distance to closest source from PS1 catalog; if exists within 30 arcsec [arcsec]", "name": "distpsnr1", "type": ["float", "null"]}, {"doc": "Object ID of second closest source from PS1 catalog; if exists within 30 arcsec", "name": "psobjectid2", "type": ["float", "null"]}, {"doc": "g-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "sgmag2", "type": ["float", "null"]}, {"doc": "r-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "srmag2", "type": ["float", "null"]}, {"doc": "i-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "simag2", "type": ["float", "null"]}, {"doc": "z-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "szmag2", "type": ["float", "null"]}, {"doc": "Star/Galaxy score of second closest source from PS1 catalog; if exists within 30 arcsec: 0 <= sgscore <= 1 where closer to 1 implies higher likelihood of being a star", "name": "sgscore2", "type": ["float", "null"]}, {"doc": "Distance to second closest source from PS1 catalog; if exists within 30 arcsec [arcsec]", "name": "distpsnr2", "type": ["float", "null"]}, {"doc": "Object ID of third closest source from PS1 catalog; if exists within 30 arcsec", "name": "psobjectid3", "type": ["float", "null"]}, {"doc": "g-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "sgmag3", "type": ["float", "null"]}, {"doc": "r-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "srmag3", "type": ["float", "null"]}, {"doc": "i-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "simag3", "type": ["float", "null"]}, {"doc": "z-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "szmag3", "type": ["float", "null"]}, {"doc": "Star/Galaxy score of third closest source from PS1 catalog; if exists within 30 arcsec: 0 <= sgscore <= 1 where closer to 1 implies higher likelihood of being a star", "name": "sgscore3", "type": ["float", "null"]}, {"doc": "Distance to third closest source from PS1 catalog; if exists within 30 arcsec [arcsec]", "name": "distpsnr3", "type": ["float", "null"]}, {"doc": "Number of source matches from 2MASS catalog falling within 30 arcsec", "name": "nmtchtm", "type": "int"}, {"doc": "J-band PSF magnitude of closest source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmjmag1", "type": ["float", "null"]}, {"doc": "H-band PSF magnitude of closest source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmhmag1", "type": ["float", "null"]}, {"doc": "K-band PSF magnitude of closest source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmkmag1", "type": ["float", "null"]}, {"doc": "Object ID of closest source from 2MASS catalog; if exists within 30 arcsec", "name": "tmobjectid1", "type": ["string", "null"]}, {"doc": "J-band PSF magnitude of second source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmjmag2", "type": ["float", "null"]}, {"doc": "H-band PSF magnitude of second source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmhmag2", "type": ["float", "null"]}, {"doc": "K-band PSF magnitude of second source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmkmag2", "type": ["float", "null"]}, {"doc": "Object ID of second source from 2MASS catalog; if exists within 30 arcsec", "name": "tmobjectid2", "type": ["string", "null"]}, {"doc": "J-band PSF magnitude of third source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmjmag3", "type": ["float", "null"]}, {"doc": "H-band PSF magnitude of third source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmhmag3", "type": ["float", "null"]}, {"doc": "K-band PSF magnitude of third source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmkmag3", "type": ["float", "null"]}, {"doc": "Object ID of third source from 2MASS catalog; if exists within 30 arcsec", "name": "tmobjectid3", "type": ["string", "null"]}, {"doc": "Distance to closest source from Gaia DR1 catalog irrespective of magnitude; if exists within 90 arcsec [arcsec]", "name": "neargaia", "type": ["float", "null"]}, {"doc": "Distance to closest source from Gaia DR1 catalog brighter than magnitude 14; if exists within 90 arcsec [arcsec]", "name": "neargaiabright", "type": ["float", "null"]}, {"doc": "Gaia (G-band) magnitude of closest source from Gaia DR1 catalog irrespective of magnitude; if exists within 90 arcsec [mag]", "name": "maggaia", "type": ["float", "null"]}, {"doc": "Gaia (G-band) magnitude of closest source from Gaia DR1 catalog brighter than magnitude 14; if exists within 90 arcsec [mag]", "name": "maggaiabright", "type": ["float", "null"]}]}}, {"name": "prv_candidates", "type": [{"type": "array", "items": {"type": "record", "doc": "avro alert prv_candidate schema for WINTER", "name": "winter.alert.prv_candidate", "fields": [{"doc": "Candidate ID from operations DB", "name": "candid", "type": ["long", "null"]}, {"doc": "Name of program e.g 2023A000", "name": "progname", "type": "string"}, {"doc": "Observation Julian date at start of exposure [days]", "name": "jd", "type": "double"}, {"doc": "Filter ID (0=Y; 1=J; 2=H; 3=K)", "name": "fid", "type": "int"}, {"doc": "true => candidate is from positive (sci minus ref) subtraction; f or 0 => candidate is from negative (ref minus sci) subtraction", "name": "isdiffpos", "type": "boolean"}, {"doc": "field ID", "name": "fieldid", "type": "int"}, {"doc": "Right Ascension of candidate; J2000 [deg]", "name": "ra", "type": "double"}, {"doc": "Declination of candidate; J2000 [deg]", "name": "dec", "type": "double"}, {"doc": "Magnitude from PSF-fit photometry [mag]", "name": "magpsf", "type": "float"}, {"doc": "1-sigma uncertainty in magpsf [mag]", "name": "sigmapsf", "type": "float"}, {"doc": "Full Width Half Max assuming a Gaussian core, from SExtractor [pixels]", "name": "fwhm", "type": ["float", "null"]}, {"doc": "Peak-pixel signal-to-noise ratio in point source matched-filtered detection image", "name": "scorr", "type": ["double", "null"]}]}}, "null"]}, {"doc": "science cutout image [gzipped fits bytestream]", "name": "cutout_science", "type": "bytes"}, {"doc": "cutout of template image [gzipped fits bytestream]", "name": "cutout_template", "type": "bytes"}, {"doc": "difference image cutout [gzipped fits bytestream]", "name": "cutout_difference", "type": "bytes"}]})B`o*q6¢ 0.1WINTER-mirarWNTR24awavnŸŸnBAB1pnBAnBA2023A013؛pgBep@d"0L@tA<=AoʂAp=BFFA=!\A=B>,?9DY6D@DLC*??H>:> ?!`?ew)@2*Cj@[AA\AnAwA(^@[LGAio$A0*)AFA' +A[^AvqZAa AAA}?A"17291857+0709221 AF}AwA"17291812+0709085 v|AAzAouA"17291972+0709254 2023A0131pnBA؛iFvBep@љ +G:@HAn<AV)@(e7ۮe +!S)%HI|6$4HI#2d +E +)MCIh)DIjokpg{=uVZhj.oXin_MKի4wk[|4]\5yh_XNY|>{vykz>}s{9o>u-/??MUv7̪XWt'n | v_C}Vf.T]fB,Zשj (Y(_]8>=kIu)h@.'2[4|97TRV5TaQ/ ̡rt>!ƅP7y h1Џ'㢏WR0-OI0XUJ:c`&o/2 +%S+34'[KJ< AqsrhO¿Y5?γfSb3ŏY}oTր`܈)dҚh7%-A\Ng?yB#׌"_v/9݈_0v {ɐ=j >:7DD(@#bEwVջ t-m nS=Q!%+sEw7&ʉ';ǠԧXt"[{\'BYLHw61b%h39_2YbB86(ƧA0'aȋn<71ޙ|,O&|EB󱳐)*ԦYɮ}vm}0xIV4A0ʵ +3fVr 1)sKAudnB6SIoxo;kxП_+ 2}6:mܽJ$|HƲ6a'=ƦA`~7 HSP|;NfO*Wq~ɚ%{vv`>o< Dvvt&vl 3Nř ]ps8Svyc!I#F] e[Y|!NN|[oA7d``:^ӁI_b?0u, wp\쪝lд5^N#i|g7nKpSWAP`+p鄞h$R G1tB".MWS=jzg!;/_(b1^TE?N%$+} %ϙ>E#Tʦh,˅`OtVKG;5'f13ϡml~9 @E1ۻYuT> Oxi5NzVK#;(g{wnʄؚw 5n6;N*#U$Nu.*~2L.VoNpA|7"g\#<:vé , [KE*𮰇}Nh7 |H?]@MuJAݼp}'J֞P7ea)<"PyKEl}*[l( +l41$NpE`|ԬZ_)ܲT qY~d轰4p3}oEUM~&k2 D(swEňFyp\f?ľۭͅȵ4n{6OKjX -yy=L\HQGh $AkK2i5>{L^y܄A Pq`08{%HgR*%aT щAnSo /*hU|aWeT&_$ImW峳UFbAYeoATv ,Bא}Hz0K܃iwe ^,ƒި'`fH~ e_ -U$Qx+09Z0my&\rA3l7˦;{s1Y*WBm< “ĀW8Bcz/ +YB|lq+?Q&:maXW92Jh&Ì9j<ͣ͐\ؤ Ѡ3U8ɘYhĠ{-ުVDˀ2v*E_"xr+qS*7$Jl]Lr_ xJ +CcSҝ +ffHfŷ.FN}NuNdhSܼP= H~,Mglu?'D`;/.6-Dj3 .m@v / +g WV;=:!YʴJ\{h+gOt|}9 V2e91tmB [p{/SMZG}xp>?勢tb&$(\ʺ6ncNĂHDrRڜx)0ƒkƯץJPX|;cv v9p<(d{Ds#W k<=mBYnXI^% 1CΠn1#-2_eΠwXUsvWqQ \si\7zj tLA#fx +7n^ J7'̤99 +M)ISu1> 4{A_^▁IZ>W uXt\_gɿQR2zB|يxϳxcXrI'Arhzōopgks14 +s~4H$$2[ HBHL$Hy^NrMtLK+q[ӈKLin]+fPO+(pD^z<#8V-mԮ"dP-,ez`X@.aa{95Pts>jw>l7 wbTM[,=]B+>C) +;NrxHur! 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M&> q˹wa pjۨ|4r;tbYCK+)k{HVV# G֕ N߭FgT\r$6[G`WpRn s|Ԧ"#ծ!! +VE a˺ɝK |,iI티OGCu(Sq<<{&#z=qc}2f֣_Zψ'pEi$OPwPcD}@-K#J+e/f|!hkG`a,MsoFKTKIu<pDx?xLK.M[lQh3m cNC: 1, ): future = self.dask_client.submit( @@ -468,11 +485,14 @@ def __init__(self, **kwargs): # get instrument id self.instrument_id = 1 + instrument_name_on_skyportal = self.instrument + if self.instrument == "WNTR": + instrument_name_on_skyportal = "WINTER" with timer( f"Getting {self.instrument} instrument_id from SkyPortal", self.verbose > 1 ): response = self.api_skyportal( - "GET", "/api/instrument", {"name": self.instrument} + "GET", "/api/instrument", {"name": instrument_name_on_skyportal} ) if response.json()["status"] == "success" and len(response.json()["data"]) > 0: self.instrument_id = response.json()["data"][0]["id"] @@ -617,7 +637,7 @@ def make_thumbnail( image_data = hdu[0].data # Survey-specific transformations to get North up and West on the right - if self.instrument == "ZTF": + if self.instrument in ["ZTF", "WNTR"]: image_data = np.flipud(image_data) elif self.instrument == "PGIR": image_data = np.rot90(np.fliplr(image_data), 3) diff --git a/kowalski/alert_brokers/alert_broker_winter.py b/kowalski/alert_brokers/alert_broker_winter.py index 8b188bbc..8652a288 100644 --- a/kowalski/alert_brokers/alert_broker_winter.py +++ b/kowalski/alert_brokers/alert_broker_winter.py @@ -58,9 +58,7 @@ def process_alert(alert: Mapping, topic: str): :return: """ candid = alert["candid"] - object_id = alert["objectId"] - - print(f"WINTER: {topic} {object_id} {candid} in process_alert") + object_id = alert["objectid"] # get worker running current task worker = dask.distributed.get_worker() @@ -155,6 +153,14 @@ def process_alert(alert: Mapping, topic: str): ) if config["misc"]["broker"]: + # winter has a different schema (fields have different names), + # so now that the alert packet has been ingested, we just add some aliases + # to avoid having to make exceptions all the time everywhere in the rest of the code + # not good memory-wise, but not worth adding if statements everywhere just for this... + alert["objectId"] = alert.get("objectid") + alert["cutoutScience"] = alert.get("cutout_science") + alert["cutoutTemplate"] = alert.get("cutout_template") + alert["cutoutDifference"] = alert.get("cutout_difference") # execute user-defined alert filters with timer(f"Filtering of {object_id} {candid}", alert_worker.verbose > 1): passed_filters = alert_worker.alert_filter__user_defined( @@ -197,8 +203,12 @@ def __init__(self, **kwargs): response = self.api_skyportal("GET", "/api/streams") if response.json()["status"] == "success" and len(response.json()["data"]) > 0: for stream in response.json()["data"]: - if "WNTR" in stream.get("name"): - self.wntr_stream_id = stream["id"] + for name_options in ["WNTR", "WINTER"]: + if ( + name_options.lower().strip() + in str(stream.get("name")).lower().strip() + ): + self.wntr_stream_id = stream["id"] if self.wntr_stream_id is None: log("Failed to get WNTR alert stream ids from SkyPortal") raise ValueError("Failed to get WNTR alert stream ids from SkyPortal") @@ -438,14 +448,14 @@ def alert_put_photometry(self, alert): :return: """ with timer( - f"Making alert photometry of {alert['objectId']} {alert['candid']}", + f"Making alert photometry of {alert['objectid']} {alert['candid']}", self.verbose > 1, ): df_photometry = self.make_photometry(alert) # post photometry photometry = { - "obj_id": alert["objectId"], + "obj_id": alert["objectid"], "stream_ids": [int(self.wntr_stream_id)], "instrument_id": self.instrument_id, "mjd": df_photometry["mjd"].tolist(), @@ -462,18 +472,18 @@ def alert_put_photometry(self, alert): len(photometry.get("fluxerr", ())) > 0 ): with timer( - f"Posting photometry of {alert['objectId']} {alert['candid']}, " + f"Posting photometry of {alert['objectid']} {alert['candid']}, " f"stream_id={self.wntr_stream_id} to SkyPortal", self.verbose > 1, ): response = self.api_skyportal("PUT", "/api/photometry", photometry) if response.json()["status"] == "success": log( - f"Posted {alert['objectId']} photometry stream_id={self.wntr_stream_id} to SkyPortal" + f"Posted {alert['objectid']} photometry stream_id={self.wntr_stream_id} to SkyPortal" ) else: log( - f"Failed to post {alert['objectId']} photometry stream_id={self.wntr_stream_id} to SkyPortal" + f"Failed to post {alert['objectid']} photometry stream_id={self.wntr_stream_id} to SkyPortal" ) log(response.json()) @@ -508,7 +518,11 @@ def topic_listener( ) # init each worker with AlertWorker instance worker_initializer = WorkerInitializer() - dask_client.register_worker_plugin(worker_initializer, name="worker-init") + try: + dask_client.register_worker_plugin(worker_initializer, name="worker-init") + except Exception as e: + log(f"Failed to register worker plugin: {e}") + log(f"Traceback: {traceback.format_exc()}") # Configure consumer connection to Kafka broker conf = { "bootstrap.servers": bootstrap_servers, diff --git a/kowalski/tests/test_alert_broker_wntr.py b/kowalski/tests/test_alert_broker_wntr.py index 0b90ed5f..9bed6a2f 100644 --- a/kowalski/tests/test_alert_broker_wntr.py +++ b/kowalski/tests/test_alert_broker_wntr.py @@ -1,5 +1,6 @@ import fastavro import pytest +from copy import deepcopy from kowalski.alert_brokers.alert_broker_winter import WNTRAlertWorker from kowalski.config import load_config from kowalski.log import log @@ -20,16 +21,54 @@ def worker_fixture(request): @pytest.fixture(autouse=True, scope="class") def alert_fixture(request): log("Loading a sample WNTR alert") - # candid = 2459303860002 - candid = 2459362710041 # candidate with a prv_candidate field + candid = 3608694 # candidate with a prv_candidate field request.cls.candid = candid - sample_avro = f"data/wntr_alerts/20220815/{candid}.avro" + sample_avro = f"data/wntr_alerts/20240311/{candid}.avro" with open(sample_avro, "rb") as f: for record in fastavro.reader(f): request.cls.alert = record log("Successfully loaded") +def post_alert(worker: WNTRAlertWorker, alert): + delete_alert(worker, alert) + alert, prv_candidates, fp_hists = worker.alert_mongify(alert) + # check if it already exists + if worker.mongo.db[worker.collection_alerts].count_documents( + {"candid": alert["candid"]} + ): + log(f"Alert {alert['candid']} already exists, skipping") + else: + worker.mongo.insert_one(collection=worker.collection_alerts, document=alert) + + if worker.mongo.db[worker.collection_alerts_aux].count_documents( + {"_id": alert["objectid"]} + ): + # delete if it exists + worker.mongo.delete_one( + collection=worker.collection_alerts_aux, + document={"_id": alert["objectid"]}, + ) + + aux = { + "_id": alert["objectid"], + "prv_candidates": prv_candidates, + "cross_matches": {}, + } + worker.mongo.insert_one(collection=worker.collection_alerts_aux, document=aux) + + +def delete_alert(worker, alert): + worker.mongo.delete_one( + collection=worker.collection_alerts, + document={"candidate.candid": alert["candid"]}, + ) + worker.mongo.delete_one( + collection=worker.collection_alerts_aux, + document={"_id": alert["objectid"]}, + ) + + class TestAlertBrokerWNTR: """Test individual components/methods of the WNTR alert processor used by the broker""" @@ -38,7 +77,7 @@ def test_alert_mongification(self): alert, prv_candidates, _ = self.worker.alert_mongify(self.alert) assert alert["candid"] == self.candid assert len(alert["candidate"]) > 0 # ensure cand data is not empty - assert alert["objectId"] == self.alert["objectId"] + assert alert["objectid"] == self.alert["objectid"] assert len(prv_candidates) == 1 # 1 old candidate in prv_cand assert prv_candidates[0]["jd"] == self.alert["prv_candidates"][0]["jd"] @@ -46,11 +85,21 @@ def test_make_photometry(self): df_photometry = self.worker.make_photometry(self.alert) assert len(df_photometry) == 1 assert df_photometry["isdiffpos"][0] == 1.0 - assert df_photometry["diffmaglim"][0] == 19.74010467529297 - assert df_photometry["filter"][0] == "2massj" + assert df_photometry["diffmaglim"][0] == 17.6939640045166 + assert df_photometry["filter"][0] == "2massh" def test_make_thumbnails(self): alert, _, _ = self.worker.alert_mongify(self.alert) + # just like in the alert broker, to avoid having if statement just to grab the + # winter alert packet fields that are not the same as other instruments, we first add aliases for those + assert "cutout_science" in alert + assert "cutout_template" in alert + assert "cutout_difference" in alert + assert "objectid" in alert + alert["cutoutScience"] = alert.get("cutout_science") + alert["cutoutTemplate"] = alert.get("cutout_template") + alert["cutoutDifference"] = alert.get("cutout_difference") + alert["objectId"] = alert.get("objectid") for ttype, istrument_type in [ ("new", "Science"), ("ref", "Template"), @@ -73,7 +122,10 @@ def test_alert_filter__xmatch(self): def test_alert_filter__user_defined(self): """Test pushing an alert through a filter""" - # prepend upstream aggregation stages: + post_alert(self.worker, self.alert) + alert = deepcopy(self.alert) + + alert["objectId"] = alert["objectid"] upstream_pipeline = config["database"]["filters"][self.worker.collection_alerts] pipeline = upstream_pipeline + [ { @@ -81,7 +133,7 @@ def test_alert_filter__user_defined(self): "annotations.author": "dd", } }, - {"$project": {"_id": 0, "candid": 1, "objectId": 1, "annotations": 1}}, + {"$project": {"_id": 0, "candid": 1, "objectid": 1, "annotations": 1}}, ] filter_template = { @@ -96,6 +148,12 @@ def test_alert_filter__user_defined(self): "pipeline": pipeline, } passed_filters = self.worker.alert_filter__user_defined( - [filter_template], self.alert + [filter_template], alert ) + delete_alert(self.worker, self.alert) + assert passed_filters is not None + assert len(passed_filters) == 1 + assert passed_filters[0]["data"]["candid"] == self.alert["candid"] + assert passed_filters[0]["data"]["objectid"] == self.alert["objectid"] + assert passed_filters[0]["data"]["annotations"]["author"] == "dd" diff --git a/kowalski/tests/test_ingester_wntr.py b/kowalski/tests/test_ingester_wntr.py index 26da9e4a..9a5d0cbe 100644 --- a/kowalski/tests/test_ingester_wntr.py +++ b/kowalski/tests/test_ingester_wntr.py @@ -103,14 +103,14 @@ def test_ingester(self): filter_id=program3.filter_id, update_annotations=True, pipeline=[ - {"$match": {"objectId": "WIRC21aaaac"}} - ], # there are 2 alerts in the test set for this oid + {"$match": {"objectId": "WNTR24auhaa"}} + ], # there is 1 alerts in the test set for this oid ) # create a test WNTR topic for the current UTC date date = datetime.datetime.utcnow().strftime("%Y%m%d") topic_name = f"winter_{date}_test" - path_alerts = "wntr_alerts/20220815" + path_alerts = "wntr_alerts/20240311" with KafkaStream( topic_name, @@ -134,8 +134,8 @@ def test_ingester(self): n_alerts_aux = mongo.db[collection_alerts_aux].count_documents({}) try: - assert n_alerts == 5 - assert n_alerts_aux == 4 + assert n_alerts == 11 + assert n_alerts_aux == 11 print("----Passed WNTR ingester tests----") break except AssertionError: diff --git a/kowalski/tests/test_ingester_ztf.py b/kowalski/tests/test_ingester_ztf.py index 37c7be3f..586a6c22 100644 --- a/kowalski/tests/test_ingester_ztf.py +++ b/kowalski/tests/test_ingester_ztf.py @@ -102,7 +102,6 @@ def create( timeout=3, ) result = resp.json() - assert result["status"] == "success" assert "data" in result assert "id" in result["data"] @@ -138,7 +137,6 @@ def create( timeout=3, ) result = resp.json() - assert result["status"] == "success" assert "data" in result assert "id" in result["data"]

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髩Qu?lB «s^9:&þV:%= Cn*Y,x|GxE+W]@Ⱦf]fƻ|wJ,K}`ݵu9B 66+LIn=UGd_[̆hl=IܭQ9Qn`{iR{Tmo(ن|a?5^s/6<}\h*pp|?X Nk candidate is from positive (sci minus ref) subtraction; false => candidate is from negative (ref minus sci) subtraction", "name": "isdiffpos", "type": "boolean"}, {"doc": "WINTER field ID", "name": "field", "type": "int"}, {"doc": "Right Ascension of candidate; J2000 [deg]", "name": "ra", "type": "double"}, {"doc": "Declination of candidate; J2000 [deg]", "name": "dec", "type": "double"}, {"doc": "Magnitude zero point for photometry estimates [mag]", "name": "magzpsci", "type": ["float", "null"]}, {"doc": "Magnitude zero point uncertainty (in magzpsci) [mag]", "name": "magzpsciunc", "type": ["float", "null"]}, {"doc": "RMS (deviation from average) in all differences between instrumental photometry and matched photometric calibrators from science image processing [mag]", "name": "magzpscirms", "type": ["float", "null"]}, {"doc": "Expected 5-sigma mag limit in difference image based on global noise estimate [mag]", "name": "diffmaglim", "type": ["float", "null"]}, {"doc": "Magnitude from PSF-fit photometry [mag]", "name": "magpsf", "type": "float"}, {"doc": "1-sigma uncertainty in magpsf [mag]", "name": "sigmapsf", "type": "float"}, {"doc": "Reduced chi-square for PSF-fit", "name": "chipsf", "type": ["float", "null"]}, {"doc": "Aperture mag using 14 pixel diameter aperture [mag]", "name": "magap", "type": ["float", "null"]}, {"doc": "1-sigma uncertainty in magap [mag]", "name": "sigmagap", "type": ["float", "null"]}, {"doc": "Aperture mag using 18 pixel diameter aperture [mag]", "name": "magapbig", "type": ["float", "null"]}, {"doc": "1-sigma uncertainty in magapbig [mag]", "name": "sigmagapbig", "type": ["float", "null"]}, {"doc": "Difference: magap - magpsf [mag]", "name": "magdiff", "type": ["float", "null"]}, {"doc": "Difference: diffmaglim - magap [mag]", "name": "magfromlim", "type": ["float", "null"]}, {"doc": "distance to nearest source in reference image PSF-catalog [pixels]", "name": "distnr", "type": ["float", "null"]}, {"doc": "magnitude of nearest source in reference image PSF-catalog [mag]", "name": "magnr", "type": ["float", "null"]}, {"doc": "1-sigma uncertainty in magnr [mag]", "name": "sigmagnr", "type": ["float", "null"]}, {"doc": "x-image position of candidate [pixels]", "name": "xpos", "type": ["float", "null"]}, {"doc": "y-image position of candidate [pixels]", "name": "ypos", "type": ["float", "null"]}, {"doc": "Local sky background estimate [DN]", "name": "sky", "type": ["float", "null"]}, {"doc": "Full Width Half Max assuming a Gaussian core, from SExtractor [pixels]", "name": "fwhm", "type": ["float", "null"]}, {"doc": "Star/Galaxy classification score from SExtractor", "name": "classtar", "type": ["float", "null"]}, {"doc": "Distance to nearest edge in image [pixels]", "name": "mindtoedge", "type": ["float", "null"]}, {"doc": "Ratio: difffwhm / fwhm", "name": "seeratio", "type": ["float", "null"]}, {"doc": "Windowed profile RMS afloat major axis from SExtractor [pixels]", "name": "aimage", "type": ["float", "null"]}, {"doc": "Windowed profile RMS afloat minor axis from SExtractor [pixels]", "name": "bimage", "type": ["float", "null"]}, {"doc": "Ratio: aimage / fwhm", "name": "aimagerat", "type": ["float", "null"]}, {"doc": "Ratio: bimage / fwhm", "name": "bimagerat", "type": ["float", "null"]}, {"doc": "Ratio: aimage / bimage", "name": "elong", "type": ["float", "null"]}, {"doc": "number of negative pixels in a 5 x 5 pixel stamp", "name": "nneg", "type": ["int", "null"]}, {"doc": "number of prior-tagged bad pixels in a 5 x 5 pixel stamp", "name": "nbad", "type": ["int", "null"]}, {"doc": "Ratio: sum(pixels) / sum(|pixels|) in a 5 x 5 pixel stamp where stamp is first median-filtered to mitigate outliers", "name": "sumrat", "type": ["float", "null"]}, {"doc": "Ratio: D/stddev(D) on event position where D = difference image", "name": "dsnrms", "type": ["float", "null"]}, {"doc": "Ratio: S/stddev(S) on event position where S = image of convolution: D (x) PSF(D)", "name": "ssnrms", "type": ["float", "null"]}, {"doc": "Difference of statistics: dsnrms - ssnrms", "name": "dsdiff", "type": ["float", "null"]}, {"doc": "Peak-pixel signal-to-noise ratio in point source matched-filtered detection image", "name": "scorr", "type": ["double", "null"]}, {"doc": "Color coefficient from linear fit from photometric calibration of science image", "name": "clrcoeff", "type": ["float", "null"]}, {"doc": "Color coefficient uncertainty from linear fit (corresponding to clrcoeff)", "name": "clrcounc", "type": ["float", "null"]}, {"doc": "Covariance in magzpsci and clrcoeff from science image processing [mag^2]", "name": "zpclrcov", "type": ["float", "null"]}, {"doc": "Magnitude zero point from median of all differences between instrumental photometry and matched photometric calibrators from science image processing [mag]", "name": "zpmed", "type": ["float", "null"]}, {"doc": "Median color of all PS1 photometric calibrators used from science image processing [mag]: for filter (fid) = 1, 2, 3, PS1 color used = g-r, g-r, r-i respectively", "name": "clrmed", "type": ["float", "null"]}, {"doc": "RMS color (deviation from average) of all PS1 photometric calibrators used from science image processing [mag]", "name": "clrrms", "type": ["float", "null"]}, {"doc": "RealBogus quality score from Random Forest classifier; range is 0 to 1 where closer to 1 is more reliable", "name": "rb", "type": ["float", "null"]}, {"doc": "version of Random Forest classifier model used to assign RealBogus (rb) quality score", "name": "rbversion", "type": ["string", "null"]}, {"doc": "distance to nearest known solar system object if exists within 30 arcsec [arcsec]", "name": "ssdistnr", "type": ["float", "null"]}, {"doc": "magnitude of nearest known solar system object if exists within 30 arcsec (usually V-band from MPC archive) [mag]", "name": "ssmagnr", "type": ["float", "null"]}, {"doc": "name of nearest known solar system object if exists within 30 arcsec (from MPC archive)", "name": "ssnamenr", "type": ["string", "null"]}, {"doc": "true => candidate is from a Target-of-Opportunity (ToO) exposure; false => candidate is from a non-ToO exposure", "default": false, "name": "tooflag", "type": "boolean"}, {"doc": "Number of source matches from PS1 catalog falling within 30 arcsec", "name": "nmtchps", "type": "int"}, {"doc": "Right Ascension of nearest source in reference image PSF-catalog; J2000 [deg]", "name": "psra1", "type": ["float", "null"]}, {"doc": "Declination of nearest source in reference image PSF-catalog; J2000 [deg]", "name": "psdec1", "type": ["float", "null"]}, {"doc": "Object ID of closest source from PS1 catalog; if exists within 30 arcsec", "name": "psobjectid1", "type": ["float", "null"]}, {"doc": "g-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "sgmag1", "type": ["float", "null"]}, {"doc": "g-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "sgmag1", "type": ["float", "null"]}, {"doc": "r-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "srmag1", "type": ["float", "null"]}, {"doc": "i-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "simag1", "type": ["float", "null"]}, {"doc": "z-band PSF-fit magnitude of closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "szmag1", "type": ["float", "null"]}, {"doc": "Star/Galaxy score of closest source from PS1 catalog; if exists within 30 arcsec: 0 <= sgscore <= 1 where closer to 1 implies higher likelihood of being a star", "name": "sgscore1", "type": ["float", "null"]}, {"doc": "Distance to closest source from PS1 catalog; if exists within 30 arcsec [arcsec]", "name": "distpsnr1", "type": ["float", "null"]}, {"doc": "Object ID of second closest source from PS1 catalog; if exists within 30 arcsec", "name": "psobjectid2", "type": ["float", "null"]}, {"doc": "g-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "sgmag2", "type": ["float", "null"]}, {"doc": "r-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "srmag2", "type": ["float", "null"]}, {"doc": "i-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "simag2", "type": ["float", "null"]}, {"doc": "z-band PSF-fit magnitude of second closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "szmag2", "type": ["float", "null"]}, {"doc": "Star/Galaxy score of second closest source from PS1 catalog; if exists within 30 arcsec: 0 <= sgscore <= 1 where closer to 1 implies higher likelihood of being a star", "name": "sgscore2", "type": ["float", "null"]}, {"doc": "Distance to second closest source from PS1 catalog; if exists within 30 arcsec [arcsec]", "name": "distpsnr2", "type": ["float", "null"]}, {"doc": "Object ID of third closest source from PS1 catalog; if exists within 30 arcsec", "name": "psobjectid3", "type": ["float", "null"]}, {"doc": "g-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "sgmag3", "type": ["float", "null"]}, {"doc": "r-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "srmag3", "type": ["float", "null"]}, {"doc": "i-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "simag3", "type": ["float", "null"]}, {"doc": "z-band PSF-fit magnitude of third closest source from PS1 catalog; if exists within 30 arcsec [mag]", "name": "szmag3", "type": ["float", "null"]}, {"doc": "Star/Galaxy score of third closest source from PS1 catalog; if exists within 30 arcsec: 0 <= sgscore <= 1 where closer to 1 implies higher likelihood of being a star", "name": "sgscore3", "type": ["float", "null"]}, {"doc": "Distance to third closest source from PS1 catalog; if exists within 30 arcsec [arcsec]", "name": "distpsnr3", "type": ["float", "null"]}, {"doc": "Number of source matches from 2MASS catalog falling within 30 arcsec", "name": "nmtchtm", "type": "int"}, {"doc": "J-band PSF magnitude of closest source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmjmag1", "type": ["float", "null"]}, {"doc": "H-band PSF magnitude of closest source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmhmag1", "type": ["float", "null"]}, {"doc": "K-band PSF magnitude of closest source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmkmag1", "type": ["float", "null"]}, {"doc": "Object ID of closest source from 2MASS catalog; if exists within 30 arcsec", "name": "tmobjectid1", "type": ["string", "null"]}, {"doc": "J-band PSF magnitude of second source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmjmag2", "type": ["float", "null"]}, {"doc": "H-band PSF magnitude of second source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmhmag2", "type": ["float", "null"]}, {"doc": "K-band PSF magnitude of second source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmkmag2", "type": ["float", "null"]}, {"doc": "Object ID of second source from 2MASS catalog; if exists within 30 arcsec", "name": "tmobjectid2", "type": ["string", "null"]}, {"doc": "J-band PSF magnitude of third source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmjmag3", "type": ["float", "null"]}, {"doc": "H-band PSF magnitude of third source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmhmag3", "type": ["float", "null"]}, {"doc": "K-band PSF magnitude of third source from 2MASS catalog; if exists within 30 arcsec [mag]", "name": "tmkmag3", "type": ["float", "null"]}, {"doc": "Object ID of third source from 2MASS catalog; if exists within 30 arcsec", "name": "tmobjectid3", "type": ["string", "null"]}, {"doc": "Distance to closest source from Gaia DR1 catalog irrespective of magnitude; if exists within 90 arcsec [arcsec]", "name": "neargaia", "type": ["float", "null"]}, {"doc": "Distance to closest source from Gaia DR1 catalog brighter than magnitude 14; if exists within 90 arcsec [arcsec]", "name": "neargaiabright", "type": ["float", "null"]}, {"doc": "Gaia (G-band) magnitude of closest source from Gaia DR1 catalog irrespective of magnitude; if exists within 90 arcsec [mag]", "name": "maggaia", "type": ["float", "null"]}, {"doc": "Gaia (G-band) magnitude of closest source from Gaia DR1 catalog brighter than magnitude 14; if exists within 90 arcsec [mag]", "name": "maggaiabright", "type": ["float", "null"]}]}}, {"name": "prv_candidates", "type": [{"type": "array", "items": {"type": "record", "doc": "avro alert prv_candidate schema for WINTER", "name": "winter.alert.prv_candidate", "fields": [{"doc": "Candidate ID from operations DB", "name": "candid", "type": ["long", "null"]}, {"doc": "Name of program e.g 2023A000", "name": "progname", "type": "string"}, {"doc": "Observation Julian date at start of exposure [days]", "name": "jd", "type": "double"}, {"doc": "Filter ID (0=Y; 1=J; 2=H; 3=K)", "name": "fid", "type": "int"}, {"doc": "true => candidate is from positive (sci minus ref) subtraction; f or 0 => candidate is from negative (ref minus sci) subtraction", "name": "isdiffpos", "type": "boolean"}, {"doc": "field ID", "name": "fieldid", "type": "int"}, {"doc": "Right Ascension of candidate; J2000 [deg]", "name": "ra", "type": "double"}, {"doc": "Declination of candidate; J2000 [deg]", "name": "dec", "type": "double"}, {"doc": "Magnitude from PSF-fit photometry [mag]", "name": "magpsf", "type": "float"}, {"doc": "1-sigma uncertainty in magpsf [mag]", "name": "sigmapsf", "type": "float"}, {"doc": "Full Width Half Max assuming a Gaussian core, from SExtractor [pixels]", "name": "fwhm", "type": ["float", "null"]}, {"doc": "Peak-pixel signal-to-noise ratio in point source matched-filtered detection image", "name": "scorr", "type": ["double", "null"]}]}}, "null"]}, {"doc": "science cutout image [gzipped fits bytestream]", "name": "cutout_science", "type": "bytes"}, {"doc": "cutout of template image [gzipped fits bytestream]", "name": "cutout_template", "type": "bytes"}, {"doc": "difference image cutout [gzipped fits bytestream]", "name": "cutout_difference", "type": "bytes"}]}bZg}{A| 0.1WINTER-mirarWNTR24auhaanBABqkBAnBA2023A013؛$*cp@:Wq +@tA<=A<uAr=HD,sAY=t= @DMD]'7A0˳B@~?[>~J>Ie? +_?Y84@CR@R[fAfA:A8A @R[@AA`JA(A#Aj"A"17285775+0715347 FArtA\pA"17285984+0715380 A(A(A"17285896+0715142 ┯2023A013qkBA؛I cp@&Zsv +@Z|A;<,ܓA!V$@2023A0131pnBA؛;cp@E9R +@b~AE< A[o; @D(eiT+s4PP( ~g_AL$TB AQH$Dw7IJyID׳ϛZg}uh~Bu7l5Pw6]k;=<t[fg4G@GNݝ7_%6K?hmGy֍[z&\g?=+וVz%?A?H#<.J_8\gp8sG@kum0/m\j\B.Am#7ets*d<T9EȠ8u/fD'́v`Q兹 6[Z~t:dZ<"'n^`(,@c! 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