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drizzlepac
drizzlepac-master/drizzlepac/outputimage.py
""" This module manages the creation of the output image FITS file. :Authors: Warren Hack :License: :doc:`LICENSE` """ import time from astropy.io import fits from stsci.tools import fileutil, logutil from . import wcs_functions from . import __version__ from . import updatehdr from fitsblender import blendheaders...
35,363
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py
drizzlepac
drizzlepac-master/drizzlepac/findobj.py
""" A suite of functions for finding sources in images. :Authors: Warren Hack, Mihai Cara :License: :doc:`LICENSE` """ import sys import math import numpy as np from scipy import ndimage import stsci.imagestats as imagestats from . import cdriz __all__ = ['gaussian1', 'gausspars', 'gaussian', 'moments', 'errfunc...
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drizzlepac
drizzlepac-master/drizzlepac/irData.py
""" Class used to model IR specific instrument data. :Authors: Christopher Hanley :License: :doc:`LICENSE` """ from .imageObject import imageObject class IRInputImage(imageObject): """ IRInputImage ------------ The IRInputImage class is the parent class for all of the IR based instrument class...
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drizzlepac
drizzlepac-master/drizzlepac/wfc3Data.py
""" ``wfc3Data`` module provides classes used to import WFC3 specific instrument data. :Authors: Megan Sosey, Christopher Hanley :License: :doc:`LICENSE` """ from stsci.tools import fileutil from .imageObject import imageObject import numpy as np class WFC3InputImage(imageObject): SEPARATOR = '_' def __in...
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drizzlepac
drizzlepac-master/drizzlepac/run_hapsequencer.py
import os import sys from drizzlepac import hapsequencer from drizzlepac.devutils.confirm_execution import confirm_execution #---------------------------------------------------------------------------------------------------------------- if __name__ == '__main__': print("Current working directory: "+os.getcwd()) ...
664
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drizzlepac
drizzlepac-master/drizzlepac/pixreplace.py
""" Pixreplace -- Replace pixels which have one value with another value :License: :doc:`LICENSE` """ import os import numpy as np from astropy.io import fits from stsci.tools import parseinput from . import util __all__ = ['replace', 'help', 'getHelpAsString'] __taskname__ = 'pixreplace' def replace(inpu...
3,759
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drizzlepac
drizzlepac-master/drizzlepac/imageObject.py
""" A class which makes image objects for each input filename. :Authors: Warren Hack :License: :doc:`LICENSE` """ import copy, os, re, sys import numpy as np from stwcs import distortion from stsci.tools import fileutil, logutil, textutil from astropy.io import fits from . import util from . import wcs_functions f...
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drizzlepac
drizzlepac-master/drizzlepac/config_testbed.py
import pdb import os import json from stsci.tools import teal # __taskname__ = 'config_testbed' # # configobj = teal.load(__taskname__) inst_det = "acs_wfc" code_dir = os.path.abspath(__file__) base_dir = os.path.dirname(os.path.dirname(code_dir)) pars_dir = os.path.join(base_dir,"drizzlepac","pars") cfg_index_fileanm...
679
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drizzlepac
drizzlepac-master/drizzlepac/util.py
#!/usr/bin/env python """ A library of utility functions :Authors: Warren Hack :License: :doc:`LICENSE` """ import logging import functools import os import sys import string import errno import platform import numpy as np import astropy from astropy.io import fits from stsci.tools import fileutil, teal, cfgpars,...
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drizzlepac
drizzlepac-master/drizzlepac/refimagefindpars.py
""" :Authors: Warren Hack, Mihai Cara :License: :doc:`LICENSE` """ import os from stsci.tools import teal from . import util from . import __version__ __taskname__ = 'refimagefindpars' __doc__ = util._def_help_functions( locals(), module_file=__file__, task_name=__taskname__, module_doc=__doc__ )
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drizzlepac
drizzlepac-master/drizzlepac/buildmask.py
""" Functions to build mask files for PyDrizzle. - buildMaskImage(rootname,bitvalue,extname='DQ',extver=None): This function takes the DQ array(or array from extension given) and builds a bit mask as an input weighting mask for 'drizzle'. - buildShadowMaskImage(rootname,detnum,replace=no): ...
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drizzlepac
drizzlepac-master/drizzlepac/adrizzle.py
""" Interfaces to main drizzle functions. :Authors: Warren Hack :License: :doc:`LICENSE` """ import os import copy import time import platform from . import util import numpy as np from astropy.io import fits from stsci.tools import fileutil, logutil, mputil, teal from . import outputimage, wcs_functions import stwc...
44,603
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drizzlepac
drizzlepac-master/drizzlepac/pixtosky.py
""" pixtosky - A module to perform coordinate transformation from pixel to sky coordinates. :Authors: Warren Hack :License: :doc:`LICENSE` PARAMETERS ---------- input : str full filename with path of input image, an extension name ['sci',1] should be provided if input is a multi-e...
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drizzlepac
drizzlepac-master/drizzlepac/runastrodriz.py
#!/usr/bin/env python """ runastrodriz.py - Module to control operation of astrodrizzle to remove distortion and combine HST images in the pipeline. :License: :doc:`LICENSE` USAGE: runastrodriz.py [-bdahfginv] inputFilename [newpath] Alternative USAGE: python from acstools import runastrodriz ru...
96,640
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drizzlepac
drizzlepac-master/drizzlepac/stisData.py
""" ``stisData`` module provides classes used to import STIS specific instrument data. :Authors: Megan Sosey, Christopher Hanley, Mihai Cara :License: :doc:`LICENSE` """ from stsci.tools import fileutil import numpy as np from .imageObject import imageObject class STISInputImage (imageObject): SEPARATOR = '_'...
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drizzlepac
drizzlepac-master/drizzlepac/ablot.py
""" In this step the median image now gets blotted back to create median-cleaned images which can be compared directly with each input image to identify cosmic-rays. :Authors: Warren Hack :License: :doc:`LICENSE` """ import os import sys import numpy as np from stsci.tools import fileutil, teal, logutil from . impor...
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drizzlepac
drizzlepac-master/drizzlepac/__init__.py
""" DrizzlePac - Python tasks to 'dither' combine images This package provides the tools to align, manage and combine images using algorithms originally developed as part of IRAF's 'dither' package. Tasks supported by this package include: * astrodrizzle * tweakreg * resetbits * updatenpol * pixtosky, skytop...
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drizzlepac
drizzlepac-master/drizzlepac/regfilter.py
""" `regfilter` provides functions for filtering out regions outside the image space. :Authors: Mihai Cara :License: :doc:`LICENSE` """ __author__ = 'Mihai Cara' def fast_filter_outer_regions(reglist, width, height, origin=1): # fast_filter_outer_regions filters regions that are outside a rectangle # ('ima...
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drizzlepac
drizzlepac-master/drizzlepac/make_cfgobj_files.py
from configobj import ConfigObj from validate import Validator import os param_dict = { "ACS HRC": { "astrodrizzle": { "SCALE": 0.025, "PIXFRAC": 1.0, "KERNEL": "square", "OUTNX": None, "OUTNY": None, "ROT": 0.0, "BITS": 25...
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drizzlepac
drizzlepac-master/drizzlepac/hapmultisequencer.py
#!/usr/bin/env python """ This script defines the HST Advanced Products (HAP) Multi-visit (MVM) generation portion of the calibration pipeline. This portion of the pipeline produces mosaic products. This script provides similar functionality as compared to the Hubble Legacy Archive (HLA) pipeline in that ...
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drizzlepac
drizzlepac-master/drizzlepac/sky.py
#!/usr/bin/env python """ This step measures, subtracts and/or equalizes the sky from each input image while recording the subtracted value in the image header. :Authors: Christopher Hanley, Megan Sosey, Mihai Cara :License: :doc:`LICENSE` """ import os, sys import numpy as np from stsci.tools import fileutil,...
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drizzlepac
drizzlepac-master/drizzlepac/wcs_functions.py
""" :Authors: Warren Hack :License: :doc:`LICENSE` """ from astropy.io import fits as pyfits import copy import numpy as np from numpy import linalg from stsci.tools import fileutil, logutil from . import util from astropy import wcs from stwcs import wcsutil from stwcs.distortion import coeff_converter, utils fro...
39,871
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drizzlepac
drizzlepac-master/drizzlepac/hapsequencer.py
#!/usr/bin/env python """ This script defines the HST Advanced Products (HAP) generation portion of the calibration pipeline. This portion of the pipeline produces mosaic and catalog products. This script provides similar functionality as compared to the Hubble Legacy Archive (HLA) pipeline in that it act...
74,411
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py
drizzlepac
drizzlepac-master/drizzlepac/processInput.py
""" Process input to MultiDrizzle/PyDrizzle. :Authors: Warren Hack :License: :doc:`LICENSE` The input can be one of: * a python list of files * a comma separated string of filenames (including wild card characters) * an association table * an @file (can have a second column with names of ivm files) ...
46,698
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drizzlepac
drizzlepac-master/drizzlepac/pixtopix.py
""" pixtopix - A module to perform coordinate transformation from pixel coordinates in one image to pixel coordinates in another frame :Authors: Warren Hack :License: :doc:`LICENSE` PARAMETERS ---------- inimage : str full filename with path of input image, an extension name ``['sci',...
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drizzlepac
drizzlepac-master/drizzlepac/mdzhandler.py
""" This module supports the interpretation of the ``MDRIZTAB`` for processing as used in the pipeline. :Authors: Warren Hack, Ivo Busko, Christopher Hanley :License: :doc:`LICENSE` """ import string, os from astropy.io import fits import numpy as np from stsci.tools import fileutil def getMdriztabParameters(file...
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drizzlepac
drizzlepac-master/drizzlepac/resetbits.py
#!/usr/bin/env python """ resetbits - A module to set the value of specified array pixels to zero This module allows a user to reset the pixel values of any integer array, such as the DQ array from an HST image, to zero. :Authors: Warren Hack :License: :doc:`LICENSE` PARAMETERS ---------- filename : str full f...
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py
drizzlepac
drizzlepac-master/drizzlepac/minmed.py
""" Create an image combination algroithm that chooses between a minimum or median image based up bad pixel identification. :Authors: Christopher Hanley :License: :doc:`LICENSE` """ # PROGRAM: numcombine.py # AUTHOR: Christopher Hanley (based upon original code of Anton Koekemoer) # DATE: February 11, 2004 ...
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drizzlepac
drizzlepac-master/drizzlepac/nicmosData.py
""" Class used to model NICMOS specific instrument data. :Authors: Christopher Hanley, David Grumm, Megan Sosey :License: :doc:`LICENSE` """ import numpy as np from stsci.tools import fileutil from .imageObject import imageObject class NICMOSInputImage(imageObject): SEPARATOR = '_' def __init__(self, f...
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drizzlepac
drizzlepac-master/drizzlepac/drizCR.py
""" Mask blemishes in dithered data by comparison of an image with a model image and the derivative of the model image. :Authors: Warren Hack :License: :doc:`LICENSE` """ import os import re import numpy as np from scipy import signal from astropy.io import fits from stsci.tools import fileutil, logutil, mputil, te...
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drizzlepac
drizzlepac-master/drizzlepac/linearfit.py
""" ################## # DEVELOPMENT NOTE: # # This code needs to be refactored into a class for computing # and applying the fit. # ################## :Authors: Warren Hack, Mihai Cara :License: :doc:`LICENSE` """ import numpy as np from numpy import linalg as npla from stsci.tools imp...
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drizzlepac
drizzlepac-master/drizzlepac/tweakback.py
""" ``tweakback`` - propagate the "tweaked" solutions back to the original input files. Version 0.4.0 - replaced previous algorithm that used fitting of WCS footprints to reconstruct the transformation that was applied to the old drizzled image (to align it with another image) to obtain the new drizzled image WCS with...
35,298
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drizzlepac
drizzlepac-master/drizzlepac/hapcatalog.py
#!/usr/bin/env python import argparse import datetime import os import sys from stsci.tools import logutil from drizzlepac import util from drizzlepac.devutils.confirm_execution import confirm_execution from drizzlepac import hapsequencer from drizzlepac.haputils import config_utils from drizzlepac.haputils import p...
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drizzlepac
drizzlepac-master/drizzlepac/devutils/test_hla_flag_filter.py
#!/usr/bin/env python """script to run hla_flag_filter and compare_sourcelists to test hla_flag_filter parameter updates""" import argparse from datetime import datetime import glob import json import logging import os import pdb import pickle import shutil import sys from stsci.tools import logutil from drizzlepac i...
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drizzlepac
drizzlepac-master/drizzlepac/devutils/hap_pars_attendance_checker.py
#!/usr/bin/env python """This script checks to make sure all necessary HAP json parameter files are present""" import glob import os from pathlib import Path # - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - def attendance_checker(base_pars_path): ...
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drizzlepac
drizzlepac-master/drizzlepac/devutils/json_splitter.py
#!/usr/bin/env python """searches through hap_pars subdirectory tree and splits the json file 'default_values' dictinary into one file, and the 'parameter_values' into another.""" import json import glob import os from pathlib import Path import pdb # build hap_path full path and recursivly find all .json pars files ...
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drizzlepac
drizzlepac-master/drizzlepac/devutils/fix_json_files.py
#!/usr/bin/env python """This script removes the 'input' and 'output' fields and sets the 'build' and ['STATE OF INPUT FILES']['clean'] fields to 'True' in all astrodrizzle parameter .json files.""" import json import glob from pathlib import Path code_dir = os.path.abspath(__file__) base_dir = os.path.dirname(os.pa...
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drizzlepac
drizzlepac-master/drizzlepac/devutils/plot_ci_vs_fwhm.py
#!/usr/bin/env python import argparse import pdb from astropy.stats import sigma_clipped_stats from astropy.table import Table, vstack import matplotlib.pyplot as plt import numpy as np from drizzlepac.devutils.comparison_tools import compare_sourcelists from drizzlepac.haputils.diagnostic_utils import read_json_file...
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drizzlepac
drizzlepac-master/drizzlepac/devutils/generate_ttim_psfs.py
import pexpect import os import sys import re import time acs_filter_dict = {'WFC': ['f435w', 'f475w', 'f555w', 'f606w', 'f625w', 'f775w', 'f814w', 'f850lp', 'f550m', 'f502n', 'f658n', 'f660n', 'f892n'], 'HRC': ['f220w', 'f250w', 'f330w', 'f435w', '...
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drizzlepac
drizzlepac-master/drizzlepac/devutils/hla2ecsv.py
#!/usr/bin/env python import sys from astropy.table import Table import numpy as np infilename = sys.argv[1] outfilename = infilename.replace(".txt",".ecsv") source_cat = Table.read(infilename, format='ascii') source_cat.write(outfilename, format="ascii.ecsv")
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drizzlepac
drizzlepac-master/drizzlepac/devutils/analyze_mvm_gaia_alignment.py
#!/usr/bin/env python """Statistically quantify how well MVM products are aligned to GAIA sources found in the image footprint defined by the SVM-processed fl(c/t).fits input files. Statistics are reported on the differences in X, Y and RA, Dec positions of GAIA sources compared to positions of matching point-sources ...
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drizzlepac
drizzlepac-master/drizzlepac/devutils/validate_hla_flag_filter.py
#!/usr/bin/env python """script to run hla_flag_filter and compare_sourcelists to test hla_flag_filter parameter updates""" import argparse from datetime import datetime import glob import json import logging import os import pdb import pickle import shutil import sys from stsci.tools import logutil from drizzlepac i...
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drizzlepac
drizzlepac-master/drizzlepac/devutils/disp_sources_by_flag.py
#!/usr/bin/env python """ This script breaks down the flag values in the specified sourcelist by flag bit value and plots source locations by bit value NOTE: This script requires the "pyds9" library. """ import sys # import pdb from astropy.io import fits as fits from astropy.table import Table import numpy as np impo...
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drizzlepac
drizzlepac-master/drizzlepac/devutils/search_skyframes.py
#!/usr/bin/env python """ This script allows users to query a master observations .csv file by any combination of exposure name, skycell name, instrument/detector, and/or filter name. The results are printed the screen and optionally written to a user-specified output .csv file. The results will be sorted firs...
21,065
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drizzlepac
drizzlepac-master/drizzlepac/devutils/sourcelist_flag_breakdown.py
#!/usr/bin/env python """ This script simply breaks down the flagging by bit value for a user-specified sourcelist. """ import sys from astropy.table import Table import numpy as np bit_list = [0, 1, 2, 4, 8, 16, 32, 64, 128] flag_meanings = ['Point Source', 'Extended Source', 'Single-Pixel Saturation', 'Multi-Pixel S...
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drizzlepac
drizzlepac-master/drizzlepac/devutils/reset_flags.py
#!/usr/bin/env python import fileinput import pdb import sys """Simple little script to reset source flags in the last column of HLA classic and HAP sorucelists to zero""" for line in fileinput.input(sys.argv[1], inplace=True): if sys.argv[1].endswith("daophot.txt"): if not line.startswith("X-Center") an...
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drizzlepac
drizzlepac-master/drizzlepac/devutils/alignment_viewer.py
"""Viewer for aligned datasets This code can be used to summarize a set of results after running runastrodriz. The results will be a multi-page PDF document with a title page that summarizes the number of tests found along with stats on the number of various types of WCS solutions in the final drizzle products. A sep...
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drizzlepac
drizzlepac-master/drizzlepac/devutils/__init__.py
0
0
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py
drizzlepac
drizzlepac-master/drizzlepac/devutils/pars_utils.py
import os import drizzlepac from stsci.tools import teal import json def cfg2json(cfgfilename, outpath=None): """Convert config files to json format Parameters ---------- cfgfilename : str Input .cfg file to be converted to json format. outpath : str, optional Destination path of ...
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drizzlepac
drizzlepac-master/drizzlepac/devutils/make_hla_classic_region_file.py
#!/usr/bin/env python import sys from astropy.table import Table import numpy as np infilename = sys.argv[1] outfilename = infilename.replace(".txt",".reg") source_cat = Table.read(infilename, format='ascii') out_table = source_cat.copy() # Remove all other columns besides 'X-Center and Y-Center out_table.keep_c...
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drizzlepac
drizzlepac-master/drizzlepac/devutils/confirm_execution.py
#!/usr/bin/env python import random import string import sys def confirm_execution(): """ This subroutine prevents accidental execution by requiring the user to type in a randomly generated 4-character confirmation string. If the string is typed in incorrectly, the script will simply exit to the command lin...
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drizzlepac
drizzlepac-master/drizzlepac/devutils/comparison_tools/starmatch_hist.py
#!/usr/bin/env python # vim: tabstop=8 expandtab shiftwidth=4 softtabstop=4 ai : """ A set of routines used in matching sources by offset histograms Path ---- HLApipeline/regression_testing/starmatch_hist.py Dependencies ------------ * HLApipeline/regression_testing/infrot.py Inputs ------ None. Classes and Functio...
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drizzlepac
drizzlepac-master/drizzlepac/devutils/comparison_tools/interdetector_sourcelist_crossmatch.py
#!/usr/bin/env python """perform interdetector sourcelist crossmatch. This can be either HAP vs. HAP or HAP vs. HLA or HLA vs. HLA.""" import argparse import os import sys from astropy.coordinates import SkyCoord from astropy.io import fits from astropy.stats import sigma_clipped_stats import numpy as np from driz...
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drizzlepac
drizzlepac-master/drizzlepac/devutils/comparison_tools/compare_sourcelist_flagging.py
#!/usr/bin/env python """ This script allows the user to compare the flagging in two filter sourcelists on a bit-by-bit basis. It breaks down the flag values in the specified sourcelists by flag bit value and plots source locations by bit value NOTE: This script requires the "pyds9" library. """ import argparse import...
10,033
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drizzlepac
drizzlepac-master/drizzlepac/devutils/comparison_tools/run_regression_test.py
#!/usr/bin/env python # vim: tabstop=8 expandtab shiftwidth=4 softtabstop=4 ai : """ This script automates the execution of regression_testing/compare_images.py and regression_testing/compare_sourcelists.py. * compare_images compares all images common to both user-specified input paths. * compare_sourcelists compares...
7,455
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drizzlepac
drizzlepac-master/drizzlepac/devutils/comparison_tools/compare_images.py
#!/usr/bin/env python # vim: tabstop=8 expandtab shiftwidth=4 softtabstop=4 ai : """ This script compares images with the same name in two user-specified paths and displays various measures of their differences. The following items are inspected: - File structure (Number of FITS extensions, extension names, imag...
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drizzlepac
drizzlepac-master/drizzlepac/devutils/comparison_tools/compare_sourcelists.py
#!/usr/bin/env python # vim: tabstop=8 expandtab shiftwidth=4 softtabstop=4 ai : """This script compares sources common to two user-specified sourcelists and displays various measures of their differences. The differences can be calculated using one of three user-selectable methods: * Absolute: Just a simple differenc...
101,635
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drizzlepac
drizzlepac-master/drizzlepac/devutils/comparison_tools/infrot.py
# vim: tabstop=8 expandtab shiftwidth=4 softtabstop=4 ai : """ Functions to compute and apply infinitesimal rotations to correct small shifts and rotations in spherical coordinates Uses formulae from `Budavari & Lubow (2012, ApJ, 761, 188) <http://adsabs.harvard.edu/abs/2012ApJ...761..188B>`_ Created by R. White from...
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drizzlepac
drizzlepac-master/drizzlepac/devutils/comparison_tools/__init__.py
0
0
0
py
drizzlepac
drizzlepac-master/drizzlepac/devutils/comparison_tools/integrate_read_hla_catalog.py
#!/usr/bin/env python import os import pdb import sys from astropy.table import Table import numpy as np from drizzlepac import hapsequencer from drizzlepac.haputils import hla_flag_filter from drizzlepac.devutils.comparison_tools import compare_sourcelists from drizzlepac.devutils.comparison_tools.read_hla import read...
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drizzlepac
drizzlepac-master/drizzlepac/devutils/comparison_tools/read_hla/read_hla_catalog.py
"""read_hla_catalog.py: read an HLA catalog (from a file or from HLA webservice) and correct astrometry R. White, 2019 June 12 """ import sys from drizzlepac.devutils.comparison_tools.read_hla import omegaxyz from astropy.table import Table from stsci.tools import logutil __taskname__ = 'read_hla_catalog' MSG_DATEFM...
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drizzlepac
drizzlepac-master/drizzlepac/devutils/comparison_tools/read_hla/read_hla_image.py
"""read_hla_image.py: read an HLA image (from a file or from HLA webservice) and correct WCS R. White, 2019 June 20 """ import os from astropy.io import fits from drizzlepac.devutils.comparison_tools.read_hla import omegaxyz def read_hla_image(dataset, applyomega=True, verbose=False, url="https://hla.stsci.edu/cgi-b...
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drizzlepac
drizzlepac-master/drizzlepac/devutils/comparison_tools/read_hla/omegaxyz.py
"""Functions to get and apply HSC infinitesimal rotations to correct small shifts and rotations in spherical coordinates Uses formulae from `Budavari & Lubow (2012, ApJ, 761, 188) <http://adsabs.harvard.edu/abs/2012ApJ...761..188B>`_ vim: tabstop=8 expandtab shiftwidth=4 softtabstop=4 ai : 2019 June 12, Rick White "...
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drizzlepac
drizzlepac-master/drizzlepac/devutils/comparison_tools/read_hla/__init__.py
0
0
0
py
drizzlepac
drizzlepac-master/drizzlepac/devutils/comparison_tools/read_hla/hla_test.py
# write image and catalogs with and without WCS correction from drizzlepac.devutils.comparison_tools.read_hla.read_hla_catalog import read_hla_catalog from drizzlepac.devutils.comparison_tools.read_hla.read_hla_image import write_hla_image if __name__ == "__main__": dataset = 'hst_10265_01_acs_wfc_f606w' catt...
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drizzlepac
drizzlepac-master/drizzlepac/haputils/_detection_utils.py
# Licensed under a 3-clause BSD style license - see LICENSE.rst """ This module implements common utility functions and classes for the star finders. This is a copy of photutils private functions, which have been refactored. Use of these tools can likely be removed after drizzlepac requires photutils >= 1.2.0. """ imp...
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drizzlepac
drizzlepac-master/drizzlepac/haputils/poller_utils.py
"""Utilities to interpret the pipeline poller obset information and generate product filenames The function, interpret_obset_input, parses the file generated by the pipeline poller, and produces a tree listing of the output products. The function, parse_obset_tree, converts the tree into product catagories. """ from...
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drizzlepac
drizzlepac-master/drizzlepac/haputils/pipeline_graphics.py
"""Module for generating Q&A plots for pipeline processed data""" import argparse import os import sys from bokeh.layouts import row, column from bokeh.plotting import figure, output_file, save from bokeh.models import ColumnDataSource, Label, Range1d, Paragraph import numpy as np from stsci.tools import logutil f...
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drizzlepac
drizzlepac-master/drizzlepac/haputils/mvm_quality_analysis.py
"""Code that evaluates the quality of the MVM products generated by the drizzlepac package. This module is ONLY for generating the output JSON information. Visualization is done by mvm_quality_graphics.py. The JSON files generated here can be converted directly into a Pandas DataFrame using the syntax: >>> import j...
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drizzlepac
drizzlepac-master/drizzlepac/haputils/read_hla_catalog.py
"""read_hla_catalog.py: read an HLA catalog (from a file or from HLA webservice) and correct astrometry R. White, 2019 June 12 """ import sys from drizzlepac.haputils import omegaxyz from astropy.table import Table from stsci.tools import logutil __taskname__ = 'read_hla_catalog' MSG_DATEFMT = '%Y%j%H%M%S' SPLUNK_MS...
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drizzlepac
drizzlepac-master/drizzlepac/haputils/which_skycell.py
#!/usr/bin/env python """Reports the name(s) of the projection cell(s)/skycell(s) that the observations in the user-specified input file occupy. USAGE: >>> python drizzlepac/haputils/which_skycell.py -[i] - The '-i' optional input allows users to specify the name of a file containing a list of calibrated fits...
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drizzlepac
drizzlepac-master/drizzlepac/haputils/processing_utils.py
"""Utilities to support creation of Hubble Advanced Pipeline(HAP) products. """ import sys import os import shutil import numpy as np from astropy.io import fits as fits from astropy.io.fits import Column from astropy.time import Time from stsci.tools import logutil from stsci.tools.fileutil import countExtn from st...
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drizzlepac
drizzlepac-master/drizzlepac/haputils/svm_quality_analysis.py
"""Code that evaluates the quality of the SVM products generated by the drizzlepac package. The JSON files generated here can be converted directly into a Pandas DataFrame using the syntax: >>> import json >>> import pandas as pd >>> with open("<rootname>_astrometry_resids.json") as jfile: >>> resids = json.load(...
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drizzlepac
drizzlepac-master/drizzlepac/haputils/qa_harvest.py
import glob import json import os import pandas as pd import pdb import sys def make_dataset_df(dirname, pattern='*_photometry.json'): """Convert dir full of JSON files into a DataFrame""" jpatt = os.path.join(dirname, pattern) hdr = None pdtabs = [] print(sorted(glob.glob(jpatt))) for jfilena...
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drizzlepac
drizzlepac-master/drizzlepac/haputils/starmatch_hist.py
#!/usr/bin/env python # vim: tabstop=8 expandtab shiftwidth=4 softtabstop=4 ai : """ A set of routines used in matching sources by offset histograms Path ---- HLApipeline/regression_testing/starmatch_hist.py Dependencies ------------ * HLApipeline/regression_testing/infrot.py Inputs ------ None. Classes and Functio...
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drizzlepac
drizzlepac-master/drizzlepac/haputils/constants.py
"""Module which holds constant values to be shared between modules """ # Indicator for missing data for data that could not be computed # or measured. FLAG = -9999.0 # Absolute tolerance for "isclose" with regard to how close the photflam # value is to zero. TOLERANCE = 1.0e-22
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drizzlepac
drizzlepac-master/drizzlepac/haputils/pandas_utils.py
""" Definition of PandasDFReader class for reading the SVM harvester file. This class is responsible for reading the SVM "harvester file" which contains a Pandas dataframe stored in an HDF5 file. The harvester file is the collection of JSON output generated by the SVM quality analysis tests. """ impo...
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drizzlepac
drizzlepac-master/drizzlepac/haputils/config_utils.py
#!/usr/bin/env python """This script contains code to create the complete set of configuration parameters required to run hapsequencer.py given the specified observation conditions and instrument/detector used in the observations""" import collections import json import os import sys from astropy.time import Time fr...
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drizzlepac
drizzlepac-master/drizzlepac/haputils/align_utils.py
import os import datetime import copy import sys import traceback import warnings from packaging.version import Version from collections import OrderedDict import numpy as np from scipy import ndimage from scipy.signal import fftconvolve import astropy from astropy.io import fits from astropy.table import Table from...
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drizzlepac
drizzlepac-master/drizzlepac/haputils/svm_quality_graphics.py
"""Code that evaluates the quality of the SVM products generated by the drizzlepac package. The JSON files generated here can be converted directly into a Pandas DataFrame using the syntax: >>> import json >>> import pandas as pd >>> with open("<rootname>_astrometry_resids.json") as jfile: >>> resids = json.load(...
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drizzlepac
drizzlepac-master/drizzlepac/haputils/deconvolve_utils.py
"""This script contains code to support creation of photometric sourcelists using two techniques: aperture photometry and segmentation-map based photometry.""" import os import sys import shutil import warnings import numpy as np import skimage from astropy.io import fits as fits from photutils.detection import Sta...
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drizzlepac
drizzlepac-master/drizzlepac/haputils/generate_custom_svm_mvm_param_file.py
#!/usr/bin/env python """ generate_custom_mvm_svm_param_file - a module to create a template SVM/MVM processing pipeline parameter file based on the observations present in the current working directory for the user to customize Command-line USAGE: >>> python generate_custom_svm_mvm_param_file.py [-clop] poller_fi...
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drizzlepac
drizzlepac-master/drizzlepac/haputils/ci_table.py
""" return CI limits as a function of detector and filter using table Dependencies ------------ ci_ap_cor_table_ap_20_2016.txt """ import os import sys from stsci.tools import logutil __taskname__ = 'ci_table' MSG_DATEFMT = '%Y%j%H%M%S' SPLUNK_MSG_FORMAT = '%(asctime)s %(levelname)s src=%(name)s- %(message)s' l...
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drizzlepac
drizzlepac-master/drizzlepac/haputils/mvm_quality_graphics.py
"""Code that evaluates the quality of the MVM products generated by the drizzlepac package. Visualization of these Pandas DataFrames with Bokeh can follow the example from: https://programminghistorian.org/en/lessons/visualizing-with-bokeh PUBLIC INTERFACE FOR THIS MODULE - build_mvm_plots(HDF5_FILE, output_basenam...
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drizzlepac
drizzlepac-master/drizzlepac/haputils/hla_flag_filter.py
#!/usr/bin/env python # vim: tabstop=8 expandtab shiftwidth=4 softtabstop=4 ai : """Identify and flag sources as either stellar sources, extended sources or anomalous sources Anomalous sources fall into several categories: - Saturated sources: the pixel values in the cores of these sources are maxed out at the detect...
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drizzlepac
drizzlepac-master/drizzlepac/haputils/make_poller_files.py
#!/usr/bin/env python """Generates a poller file that will be used as input to runsinglehap.py, hapsequencer.py, runmultihap.py or hapmultisequencer.py based on the files or rootnames listed user-specified list file. USAGE >>> python drizzlepac/haputils/make_poller_files.py <input filename> -[ost] - input fil...
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drizzlepac
drizzlepac-master/drizzlepac/haputils/astrometric_utils.py
"""Utilities to support creation of astrometrically accurate reference catalogs The function, create_astrometric_catalog, allows the user to query an astrometric catalog online to generate a catalog of astrometric sources that should fall within the field-of-view of all the input images. This module relies on the def...
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drizzlepac
drizzlepac-master/drizzlepac/haputils/catalog_utils.py
"""This script contains code to support creation of photometric sourcelists using two techniques: aperture photometry and segmentation-map based photometry.""" import copy import math import sys from collections import OrderedDict from packaging.version import Version from astropy.io import fits as fits from astropy....
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drizzlepac
drizzlepac-master/drizzlepac/haputils/testutils.py
import sys import os import traceback from astropy.io import fits from stsci.tools import logutil from stwcs import updatewcs from stwcs.wcsutil import headerlet from ci_watson.hst_helpers import ref_from_image, download_crds from .. import align __taskname__ = 'testutils' log = logutil.create_logger(__name__, lev...
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drizzlepac
drizzlepac-master/drizzlepac/haputils/astroquery_utils.py
"""Wrappers for astroquery-related functionality""" import shutil import os try: from astroquery.mast import Observations except FileExistsError: Observations = None import sys from stsci.tools import logutil __taskname__ = 'astroquery_utils' product_type_dict = {'HAP': 'HAP', 'pipeline': 'DADS', 'both': ''...
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drizzlepac
drizzlepac-master/drizzlepac/haputils/omegaxyz.py
"""Functions to get and apply HSC infinitesimal rotations to correct small shifts and rotations in spherical coordinates Uses formulae from `Budavari & Lubow (2012, ApJ, 761, 188) <http://adsabs.harvard.edu/abs/2012ApJ...761..188B>`_ vim: tabstop=8 expandtab shiftwidth=4 softtabstop=4 ai : 2019 June 12, Rick White "...
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drizzlepac
drizzlepac-master/drizzlepac/haputils/graph_utils.py
""" Definition of Class to handle HAP SVM Bokeh Graphics """ import logging import sys import os import traceback import shutil from stsci.tools import logutil from astropy.io import fits import numpy as np from bokeh.plotting import figure from bokeh.models import ColumnDataSource, Label, Circle, Range1d from bokeh...
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drizzlepac
drizzlepac-master/drizzlepac/haputils/n_gaia_sources_graphics.py
#!/usr/bin/env python """This script harvests the hdf5 .h5 file generated by diagnostic_json_harvester.py and generates a histogram of the number of GAIA sources as a function of the number of total-level products present in the dataframe. (x axis: Number of GAIA sources; y axis: total-level products)""" # Standard l...
10,452
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drizzlepac
drizzlepac-master/drizzlepac/haputils/quality_analysis.py
"""Code that evaluates the quality of products generated by the drizzlepac package. The JSON files generated here can be converted directly into a Pandas DataFrame using the syntax: >>> import json >>> import pandas as pd >>> with open("<rootname>_astrometry_resids.json") as jfile: >>> resids = json.load(jfile) >...
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drizzlepac
drizzlepac-master/drizzlepac/haputils/diagnostic_utils.py
#!/usr/bin/env python """Code related to the creation and modification of diagnostic .json files""" import collections from datetime import datetime import glob import json import os import pdb import random import re import string import sys import time from astropy.io.fits import getheader from astropy.table impor...
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drizzlepac
drizzlepac-master/drizzlepac/haputils/infrot.py
# vim: tabstop=8 expandtab shiftwidth=4 softtabstop=4 ai : """ Functions to compute and apply infinitesimal rotations to correct small shifts and rotations in spherical coordinates Uses formulae from `Budavari & Lubow (2012, ApJ, 761, 188) <http://adsabs.harvard.edu/abs/2012ApJ...761..188B>`_ Created by R. White from...
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drizzlepac
drizzlepac-master/drizzlepac/haputils/cell_utils.py
import os import shutil from itertools import chain, combinations from matplotlib import path from matplotlib import pyplot as plt from matplotlib.path import Path from skimage.feature import corner_peaks, corner_harris from scipy import ndimage from scipy.spatial import distance import numpy as np import astropy from...
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drizzlepac
drizzlepac-master/drizzlepac/haputils/get_git_rev_info.py
#!/bin/env python """ Displays revision information on the specified git-controlled repository Path ---- hlapipeline/hlapipeline/utils/get_git_rev_info.py Dependencies ------------ None. Inputs ------ * Required input 1: *code_path* * Path to query for git revision information. Example ------- Get git r...
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drizzlepac
drizzlepac-master/drizzlepac/haputils/__init__.py
0
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drizzlepac
drizzlepac-master/drizzlepac/haputils/analyze.py
""" Utilities to analyze an input and determine whether the input is viable for a given process The fundamental function analyze_data opens an input list containing FLT and/or FLC FITS filenames in order to access the primary header data. Based upon the values of specific FITS keywords, the function determines whethe...
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