TWEAKUTILS: Utility Functions for Tweakreg¶
The functions in this module support the various aspects of tweakreg
,
including finding the objects in the images and plotting the residuals.
Authors: | Warren Hack |
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License: | http://www.stsci.edu/resources/software_hardware/pyraf/LICENSE |
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drizzlepac.tweakutils.
build_pos_grid
(start, end, nstep, mesh=False)[source]¶ Return a grid of positions starting at X,Y given by ‘start’, and ending at X,Y given by ‘end’. The grid will be completely filled in X and Y by every ‘step’ interval.
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drizzlepac.tweakutils.
build_xy_zeropoint
(imgxy, refxy, searchrad=3.0, histplot=False, figure_id=1, plotname=None, interactive=True)[source]¶ Create a matrix which contains the delta between each XY position and each UV position.
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drizzlepac.tweakutils.
createWcsHDU
(wcs)[source]¶ Generate a WCS header object that can be used to populate a reference WCS HDU.
For most applications, stwcs.wcsutil.HSTWCS.wcs2header() will work just as well.
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drizzlepac.tweakutils.
find_xy_peak
(img, center=None, sigma=3.0)[source]¶ Find the center of the peak of offsets
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drizzlepac.tweakutils.
gauss
(x, sigma)[source]¶ Compute 1-D value of gaussian at position x relative to center.
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drizzlepac.tweakutils.
gauss_array
(nx, ny=None, fwhm=1.0, sigma_x=None, sigma_y=None, zero_norm=False)[source]¶ Computes the 2D Gaussian with size nx*ny.
Parameters: nx : int
ny : int [Default: None]
Size of output array for the generated Gaussian. If ny == None, output will be an array nx X nx pixels.
fwhm : float [Default: 1.0]
Full-width, half-maximum of the Gaussian to be generated
sigma_x : float [Default: None]
sigma_y : float [Default: None]
Sigma_x and sigma_y are the stddev of the Gaussian functions.
zero_norm : bool [Default: False]
The kernel will be normalized to a sum of 1 when True.
Returns: gauss_arr : array
A numpy array with the generated gaussian function
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drizzlepac.tweakutils.
isfloat
(value)[source]¶ Return True if all characters are part of a floating point value
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drizzlepac.tweakutils.
make_vector_plot
(coordfile, columns=[1, 2, 3, 4], data=None, figure_id=None, title=None, axes=None, every=1, labelsize=8, ylimit=None, limit=None, xlower=None, ylower=None, output=None, headl=4, headw=3, xsh=0.0, ysh=0.0, fit=None, scale=1.0, vector=True, textscale=5, append=False, linfit=False, rms=True, plotname=None)[source]¶ Convert a XYXYMATCH file into a vector plot or set of residuals plots.
This function provides a single interface for generating either a vector plot of residuals or a set of 4 plots showing residuals. The data being plotted can also be adjusted for a linear fit on-the-fly.
Parameters: coordfile : string
Name of file with matched sets of coordinates. This input file can be a file compatible for use with IRAF’s geomap.
columns : list [Default: [0,1,2,3]]
Column numbers for the X,Y positions from each image
data : list of arrays
If specified, this can be used to input matched data directly
title : string
Title to be used for the generated plot
axes : list
List of X and Y min/max values to customize the plot axes
every : int [Default: 1]
Slice value for the data to be plotted
limit : float
Radial offset limit for selecting which sources are included in the plot
labelsize : int [Default: 8] or str
Font size to use for tick labels, either in font points or as a string understood by tick_params().
ylimit : float
Limit to use for Y range of plots.
xlower : float
ylower : float
Limit in X and/or Y offset for selecting which sources are included in the plot
output : string
Filename of output file for generated plot
headl : int [Default: 4]
Length of arrow head to be used in vector plot
headw : int [Default: 3]
Width of arrow head to be used in vector plot
xsh : float
ysh : float
Shift in X and Y from linear fit to be applied to source positions from the first image
scale : float
Scale from linear fit to be applied to source positions from the first image
fit : array
Array of linear coefficients for rotation (and scale?) in X and Y from a linear fit to be applied to source positions from the first image
vector : bool [Default: True]
Specifies whether or not to generate a vector plot. If False, task will generate a set of 4 residuals plots instead
textscale : int [Default: 5]
Scale factor for text used for labelling the generated plot
append : bool [Default: False]
If True, will overplot new plot on any pre-existing plot
linfit : bool [Default: False]
If True, a linear fit to the residuals will be generated and added to the generated residuals plots
rms : bool [Default: True]
Specifies whether or not to report the RMS of the residuals as a label on the generated plot(s).
plotname : str [Default: None]
Write out plot to a file with this name if specified.
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drizzlepac.tweakutils.
parse_atfile_cat
(input)[source]¶ Return the list of catalog filenames specified as part of the input @-file
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drizzlepac.tweakutils.
parse_colname
(colname)[source]¶ Common function to interpret input column names provided by the user.
This function translates column specification provided by the user into a column number.
Parameters: colname :
Column name or names to be interpreted
Returns: cols : list
The return value will be a list of strings.
Notes
This function will understand the following inputs:
'1,2,3' or 'c1,c2,c3' or ['c1','c2','c3'] '1-3' or 'c1-c3' '1:3' or 'c1:c3' '1 2 3' or 'c1 c2 c3' '1' or 'c1' 1
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drizzlepac.tweakutils.
parse_exclusions
(exclusions)[source]¶ Read in exclusion definitions from file named by ‘exclusions’ and return a list of positions and distances
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drizzlepac.tweakutils.
parse_skypos
(ra, dec)[source]¶ Function to parse RA and Dec input values and turn them into decimal degrees
- Input formats could be:
- [“nn”,”nn”,”nn.nn”] “nn nn nn.nnn” “nn:nn:nn.nn” “nnH nnM nn.nnS” or “nnD nnM nn.nnS” nn.nnnnnnnn “nn.nnnnnnn”
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drizzlepac.tweakutils.
plot_zeropoint
(pars)[source]¶ Plot 2d histogram.
- Pars will be a dictionary containing:
- data, figure_id, vmax, title_str, xp,yp, searchrad
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drizzlepac.tweakutils.
radec_hmstodd
(ra, dec)[source]¶ Function to convert HMS values into decimal degrees.
This function relies on the astropy.coordinates package to perform the conversion to decimal degrees.
Parameters: ra : list or array
List or array of input RA positions
dec : list or array
List or array of input Dec positions
Returns: pos : arr
Array of RA,Dec positions in decimal degrees
See also
Notes
This function supports any specification of RA and Dec as HMS or DMS; specifically, the formats:
["nn","nn","nn.nn"] "nn nn nn.nnn" "nn:nn:nn.nn" "nnH nnM nn.nnS" or "nnD nnM nn.nnS"
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drizzlepac.tweakutils.
read_ASCII_cols
(infile, cols=[1, 2, 3])[source]¶ Interpret input ASCII file to return arrays for specified columns.
Returns: outarr : list of arrays
The return value will be a list of numpy arrays, one for each ‘column’.
Notes
The specification of the columns should be expected to have lists for each ‘column’, with all columns in each list combined into a single entry. For example:
cols = ['1,2,3','4,5,6',7]
where ‘1,2,3’ represent the X/RA values, ‘4,5,6’ represent the Y/Dec values and 7 represents the flux value for a total of 3 requested columns of data to be returned.
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drizzlepac.tweakutils.
readcols
(infile, cols=None)[source]¶ Function which reads specified columns from either FITS tables or ASCII files
This function reads in the columns specified by the user into numpy arrays regardless of the format of the input table (ASCII or FITS table).
Parameters: infile : string
Filename of the input file
cols : string or list of strings
Columns to be read into arrays
Returns: outarr : array
Numpy array or arrays of columns from the table