Added status, error message fields, contamination map to response
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45
views.py
45
views.py
@ -12,7 +12,7 @@ from astropy.stats import poisson_conf_interval
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from collections import defaultdict
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from collections import defaultdict
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from django.db.models import Sum
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from django.db.models import Sum, Max
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from django.shortcuts import get_object_or_404
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from django.shortcuts import get_object_or_404
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from rest_framework.views import APIView
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from rest_framework.views import APIView
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from rest_framework.response import Response
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from rest_framework.response import Response
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@ -221,17 +221,15 @@ class UpperLimitView(APIView):
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# exclude contaminated pixels from the background calculations
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# exclude contaminated pixels from the background calculations
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annulus_pixels = annulus_pixels.exclude(contaminated=True)
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annulus_pixels = annulus_pixels.exclude(contaminated=True)
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status_int = 0
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error_message = ""
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if not source_pixels.exists() or not annulus_pixels.exists():
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if not source_pixels.exists() or not annulus_pixels.exists():
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return Response(
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status_int = 1 # status 1 if there are no source or bg pixels
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{
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"detail": "No background and/or source pixel data for the given survey selection."
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},
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status=status.HTTP_404_NOT_FOUND,
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)
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# COMPUTE COUNTS, BACKGROUND ESTIMATE, EXPOSURE
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# COMPUTE COUNTS, BACKGROUND ESTIMATE, EXPOSURE
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# **************************************************************
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# **************************************************************
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try:
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# summing counts across all surveys
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# summing counts across all surveys
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N = sum(obj.counts for obj in source_pixels)
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N = sum(obj.counts for obj in source_pixels)
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@ -285,7 +283,8 @@ class UpperLimitView(APIView):
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bayesian_count_UL = (
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bayesian_count_UL = (
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sp.gammaincinv(
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sp.gammaincinv(
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N + 1, confidence_level * sp.gammaincc(N + 1, B) + sp.gammainc(N + 1, B)
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N + 1,
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confidence_level * sp.gammaincc(N + 1, B) + sp.gammainc(N + 1, B),
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)
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)
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- B
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- B
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)
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)
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@ -334,6 +333,21 @@ class UpperLimitView(APIView):
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Flux = max(FL, 0) # flux cannot be lower than zero
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Flux = max(FL, 0) # flux cannot be lower than zero
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# handle exceptions: write error text to the response
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# zero out all math results
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except Exception as e:
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error_message = str(e)
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N = Nnpix = Bcounts = Bnpix = B = t = S = CR = BR = 0.0
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Flux = 0.0
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classic_count_ul = classic_count_ll = classic_count_UL = 0.0
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classic_rate_ul = classic_rate_ll = classic_rate_UL = 0.0
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classic_flux_ul = classic_flux_ll = classic_flux_UL = 0.0
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bayesian_count_ul = bayesian_count_ll = bayesian_count_UL = 0.0
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bayesian_rate_ul = bayesian_rate_ll = bayesian_rate_UL = 0.0
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bayesian_flux_ul = bayesian_flux_ll = bayesian_flux_UL = 0.0
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# NEARBY SOURCES CHECK
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# NEARBY SOURCES CHECK
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# ****************************************************************
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# ****************************************************************
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@ -372,7 +386,7 @@ class UpperLimitView(APIView):
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}
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}
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)
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)
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# SQUARE REGION IMAGE SERVING
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# REGION IMAGE SERVING
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# ****************************************************************
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# ****************************************************************
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# default value if not specified in the query
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# default value if not specified in the query
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@ -396,7 +410,10 @@ class UpperLimitView(APIView):
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map_pixels_qs = (
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map_pixels_qs = (
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Pixel.objects.filter(hpid__in=map_pixel_list, survey__in=survey_numbers)
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Pixel.objects.filter(hpid__in=map_pixel_list, survey__in=survey_numbers)
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.values("hpid")
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.values("hpid")
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.annotate(counts=Sum("counts"))
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.annotate(
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counts=Sum("counts"),
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contaminated=Max("contaminated"),
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)
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.order_by("hpid")
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.order_by("hpid")
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)
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)
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@ -406,6 +423,7 @@ class UpperLimitView(APIView):
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# get lists of healpix indices and count values
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# get lists of healpix indices and count values
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map_healpix_list = [d["hpid"] for d in map_pixels_list]
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map_healpix_list = [d["hpid"] for d in map_pixels_list]
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map_counts_list = [d["counts"] for d in map_pixels_list]
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map_counts_list = [d["counts"] for d in map_pixels_list]
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map_contaminated_list = [d["contaminated"] for d in map_pixels_list]
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# set map nside
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# set map nside
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map_nside = 4096
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map_nside = 4096
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@ -417,6 +435,7 @@ class UpperLimitView(APIView):
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map_dict = {
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map_dict = {
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"healpix": map_healpix_list,
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"healpix": map_healpix_list,
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"counts": map_counts_list,
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"counts": map_counts_list,
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"contaminated": map_contaminated_list,
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"nside": map_nside,
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"nside": map_nside,
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"order": map_order,
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"order": map_order,
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"radius_as": map_radius,
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"radius_as": map_radius,
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@ -426,6 +445,10 @@ class UpperLimitView(APIView):
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# ****************************************************************
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# ****************************************************************
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result = {
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result = {
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"Status": status_int,
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# 0 OK
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# 1 either source or bg pixels missing
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"ErrorMessage": error_message,
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# frequentist limits
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# frequentist limits
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"ClassicUpperLimit": classic_count_ul,
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"ClassicUpperLimit": classic_count_ul,
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"ClassicLowerLimit": classic_count_ll,
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"ClassicLowerLimit": classic_count_ll,
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