|AHELP for CIAO 4.7||
Reprocess a Chandra dataset
chandra_repro indir outdir [root] [badpixel] [process_events] [destreak] [set_ardlib] [check_vf_pha] [pix_adj] [recreate_tg_mask] [cleanup] [clobber] [verbose]
The chandra_repro reprocessing script automates the recommended data processing steps presented in the CIAO analysis threads. The script reads data from the standard data distribution (e.g. primary and secondary directories) and creates a new bad pixel file, a new level=2 event file, and a new level=2 Type II PHA file (grating data only).
chandra_repro may be used to reprocess any ACIS and HRC imaging or grating data.
There are parameters to control certain reprocessing steps, such as creating the new bad pixel file or destreaking the data. Users who wish to have finer-grained control over the reprocessing parameters should instead follow the step-by-step instructions in the CIAO Data Preparation Threads.
The chandra_repro script does not overwrite the CALDBVER keyword in the event header since not all calibrations may have been applied. However, it does record the version of the CALDB in comments that users can check to verify that they applied the intented calibration updates.
unix% dmlist acis_repro_evt2.fits header | grep 'chandra_repro was run' -- COMMENT chandra_repro was run with CALDB 4.5.1 -- HISTORY PARM :value=chandra_repro was run with CALDB 4.5.1 ASC00639
Reprocess the dataset in the current working directory with the default script settings. The default verbosity of 1 means that status messages will be printed to the screen.
The script should be run from directory which contains the contains the primary/ and secondary/ data directories from a standard Chandra Data Archive download tarfile:
unix% pwd /data/1838/ unix% ls primary/ secondary/
unix% chandra_repro verbose=0
Reprocess the dataset in the current working directory with the default settings. Nothing will be printed to the screen, unless the script detects an error.
unix% chandra_repro indir=/data/1838 outdir=/data/1838/new cleanup=no
Reprocess the dataset in directory /data/1838, writing the new files to /data/1838/new . Save all of the intermediate files (cleanup=no).
unix% chandra_repro set_ardlib=no
The data will be reprocessed, but the bad pixel filename will not be set in ardlib.par.
unix% chandra_repro verbose=1 mode=h Resetting afterglow status bits in evt1.fits file... Running acis_build_badpix and acis_find_afterglow to create a new bad pixel file... Running acis_process_events to reprocess the evt1.fits file... Filtering the evt1.fits file by grade and status... Applying the good time intervals from the flt1.fits file... The new evt2.fits file is: /mydir/635/repro/acisf00635_repro_evt2.fits Updating the event file header with chandra_repro HISTORY record Setting observation-specific bad pixel file in local ardlib.par. Cleaning up intermediate files WARNING: Observation-specific bad pixel file set for session use: /mydir/635/repro/acisf00635_repro_bpix1.fits Run 'punlearn ardlib' when analysis of this dataset completed. The data have been reprocessed. Start your analysis with the new products in /mydir/635/repro
At the default verbose=0 setting, only critical warnings and errors are printed to the terminal. At verbose=1 (and above) additional information about each data set is printed.
unix% chandra_repro indir=635,637 outdir=""
Will reprocess the data in directories 635/ and 637/. The outputs will be placed in 635/repro and 637/repro. A warning will be issued since multiple indir are used and the default set_ardlib=yes are incompatible (see details below). The data are not reprojected to the tangent plane, nor are they corrected for any small astrometric shifts.
unix% chandra_repro "*" outdir=""
chandra_repro will try to process all the obsids in the current directory. The "*" must be in quotes (single or double) or must be escaped, \*, from the shell. All other stack expansion rules also apply (see ahelp stack).
The default outroot parameter is set such that a "repro" directory will be created in each obsid's subdirectory.
unix% download_chandra_obsid 4425 ... unix% /bin/ls 4425 unix% chandra_repro "*" mode=h verb=1 Processing input directory '/data/chandra/4425' Resetting afterglow status bits in evt1.fits file... Running acis_build_badpix and acis_find_afterglow to create a new bad pixel file... Running acis_process_events to reprocess the evt1.fits file... ... unix% /bin/ls 4425/* 4425/axaff04425N002_VV001_vv2.pdf 4425/oif.fits 4425/primary: acisf04425N004_cntr_img2.fits.gz acisf04425_000N004_bpix1.fits acisf04425N004_cntr_img2.jpg acisf04425_000N004_fov1.fits acisf04425N004_evt2.fits.gz orbitf162561900N001_eph1.fits.gz acisf04425N004_full_img2.fits.gz pcadf162753155N004_asol1.fits acisf04425N004_full_img2.jpg 4425/repro: acisf04425_000N004_bpix1.fits acisf04425_asol1.lis acisf04425_000N004_fov1.fits acisf04425_repro_bpix1.fits acisf04425_000N004_msk1.fits acisf04425_repro_evt2.fits acisf04425_000N004_mtl1.fits acisf162751260N003_pbk0.fits acisf04425_000N004_stat1.fits pcadf162753155N004_asol1.fits 4425/secondary: acisf04425_000N004_evt1.fits acisf162750752N003_1_bias0.fits acisf04425_000N004_flt1.fits acisf162751260N003_pbk0.fits acisf04425_000N004_msk1.fits aspect acisf04425_000N004_mtl1.fits axaff04425N002_VV001_vvref2.pdf.gz acisf04425_000N004_stat1.fits ephem
Parameter=indir (file required default=./)
The directory which contains the primary/ and secondary/ data directories from a standard Chandra Data Archive download tarfile. It may also be a directory which contains all of the downloaded data files (i.e. not organized into primary/ and secondary/ subdirectories).
In order to run chandra_repro on observations that have multiple observation intervals (OBIs), the input data has to be separated into different input directories. Users can refer to the Multi-OBI Observations why topic for information on how to separate the files. If the data are not sorted, the script will exit with an input error.
indir can be a stack of input directories. Each subdirectory will be processed one at a time; each must have the primary and secondary directories. See the outdir parameter for details on where reprocessed products will be created. Note: since there is only one ardlib.par, the set_ardlib parameter is forced to be "no" since it cannot be set correctly for all directories. Multiple inputs are NOT reprojected to the same tangent plane nor are they corrected for astrometric shifts.
Parameter=outdir (file required default="")
The output directory for the reprocessed data files. This directory will also contain symbolic links to the files which are required for data analysis, e.g. the aspect solution and the mask file. If the file system does not support symbolic links then copies are made.
The default, outdir="", will create a "repro" subdirectory underneath the indir directory.
When the indir parameter is a stack, the outdir must be specified in one of the following ways. If outdir="", then a "repro" subdirectory will be created in each indir in the stack. If outdir="./repro", or any other single directory name, then all the outputs from all the indirs will be put into the same directory. Finally, users can specify a stack of outdirs that match one-to-one with the indirs for the most control over the location of where each indir goes.
Parameter=root (string not required)
Root for output filenames
If not specified, the script uses the first section of the level=1 event filename (up to the first underscore) to define the root, e.g. "acisf01838" is the root of acisf01838_000N002_evt1.fits.
New files that are created by the script have the filename format <root>_repro_<type>.fits, e.g. acisf03726_repro_evt2.fits or acisf03726_repro_bpix1.fits.
Parameter=badpixel (boolean not required default=yes)
Create a new bad pixel file?
If "badpixel=yes" (the default), a new bad pixel file is created for the dataset.
- status bits 1-5, 14-20 and 23 in the input event file are reset by the acis_clear_status_bits script to remove any previous bad pixel identification and destreaking.
- destreak is run to identify streak events, if the observation used ACIS-S4 (ccd_id=8) and destreak=yes. Flagging the streaks first improves the accuracy of the afterglow correction.
- acis_build_badpix and acis_find_afterglow are run to create a new bad pixel file which flags hot pixel and afterglow events in the event file.
- hrc_run_hotpix is run to define the valid coordinate regions in the detectors and to identify hot pixels in the event file.
The new bad pixel that is created is used in reprocessing the data, assuming "process_events=yes".
This parameter setting does not apply when the input data were taken in ACIS continuous-clocking mode, as the ACIS bad pixel tools cannot be used with this data mode.
Parameter=process_events (boolean not required default=yes)
Create a new level=2 event file?
If "process_events=yes" (the default), the acis_process_events or hrc_process_events tool is run to create a new level=1 event file with the latest calibration applied.
The standard grade, status, and good time filters are applied by the tool dmcopy to create a new level=2 event file. This includes the pulse-height filter to reduce background in LETG/HRC-S observations.
For grating data, a new level=2 Type II PHA file is extracted.
ACIS Reprocessing Steps
- the latest charge transfer inefficiency (CTI) correction
- the latest time-dependent gain adjustment
- the latest gain map
- a new bad pixel file
- PHA randomization
- pixel randomization (see "pix_adj" parameter)
- clean the VFAINT background (see "check_vf_pha" parameter)
- continuous clocking mode times of arrival
HRC Reprocessing Steps
- the latest time-dependent gain adjustment
- the AMP_SF correction
- the degap correction
- recomputing average HRC dead time corrections
- pixel randomization (see "pix_adj" parameter)
Parameter=destreak (boolean not required default=yes)
Destreak the ACIS-8 chip?
There is a flaw in the serial readout of the ACIS chips, causing a significant amount of charge to be randomly deposited along pixel rows as they are read out. If "destreak=yes" (the default), the destreak tool is run on the ACIS-S4 chip to detect probable streak events. The flagged events are then filtered out of the new level=2 event file.
Parameter=set_ardlib (boolean not required default=yes)
Set ardlib.par with the bad pixel file?
If "set_ardlib=yes" (the default), the observation-specific bad pixel file is set in the ardlib.par file so that it is available to the CIAO tools during data analysis.
Setting "set_ardlib=no" may be useful if you are analyzing another dataset while chandra_repro is running. In this case, you would not want ardlib.par to be modified until the other analysis tasks are finished.
Remember to "punlearn" your ardlib.par file after completing analysis of this dataset to ensure that the proper bad pixel maps are used the next time that ardlib.par is referenced by a tool.
If there are multiple input datasets, then the single ardlib.par cannot be setup correctly for all of them. Therefore chandra_repro script will omit this step if multiple input directories are used.
Parameter=check_vf_pha (boolean not required default=no)
Clean ACIS background in VFAINT data?
In ACIS very faint mode, acis_process_events can use the pulse heights in the outer 16 pixels of the 5x5 event island to help distinguish between good X-ray events and bad events that are most likely associated with cosmic rays.
If "check_vf_pha=yes" (not the default), the ACIS particle background for very faint mode observations is cleaned. The potential background event - events where one or more of those outer pixels is greater than the default split threshold - is flagged and filtered out of the event file.
Prior to the June 2012 release, the default for check_vf_pha was set to "yes". It has been determined that this could remove good events in observations with modestly bright point sources.
The value of this parameter is passed to the "check_vf_pha" parameter of acis_process_events when "process_events=yes".
Parameter=pix_adj (string not required default=default)
Pixel randomization: default|edser|none|randomize
If "pix_adj=default" (the default), the default value of the tool's pixel randomization parameter is used. For ACIS data, the subpixel algorithm is applied (acis_process_events pix_adj=EDSER). For HRC data, randomization is not applied (hrc_process_events rand_pix_size=0.0).
There is a special case for ACIS continuous-clocking mode data. The EDSER algorithm cannot be used on this data mode. If pix_adj is set to "default" or "edser" and the read mode is CONTINUOUS, the pix_adj value is changed to "none" and a warning is printed to the screen.
The following table summarizes the chandra_repro pix_adj options and how each is passed to acis_process_events and hrc_process events (when "process_events=yes").
|pix_adj value||acis_process_events parameter||hrc_process_events parameter|
Parameter=recreate_tg_mask (boolean not required default=no)
Re-run tgdetect and tg_create_mask rather than use the Level 2 region extension?
In some situations the correctly zero-order location cannot be correctly identified by tgdetect. This happens when the source is heavily piled up, or if it has been masked out. Additionally, due to the incomplete calibration of the CC mode gain, the default order sorting parameters may be in appropriate.
These situations are usually identified as part of the Verification and Validation step in standard data processing. It results in the data being reprocessed with a custom mask created by one of the grating scientists.
By default, chandra_repro re-runs tgdetect and thus would create an insufficient grating mask leading to incorrect grating spectra. With the recreate_tg_mask parameter set to "no", the region used in standard processing is used.
The region is defined in physical coordinates. If data has been reprojected or if a fine astrometic shift has been added to the aspect solution, this may invalidate the region coodinates.
Parameter=cleanup (boolean not required default=yes)
Cleanup intermediate files on exit
If "cleanup=yes" (the default), intermediate data files are deleted when the script ends. When the parameter is set to "no", these files remain in the "outdir" directory.
Parameter=clobber (boolean not required default=yes)
Clobber existing files?
Overwrite existing files with the same filename?
Parameter=verbose (integer not required default=1 min=0 max=5)
The amount of information printed to the screen
The default verbosity setting (1) prints status messages as the script runs. Higher verbosity settings print the commands that are being run. Setting verbose=0 turns off all screen output except errors.
The default verbose level is now set to 1. Also there are internal changes to remove acis_process_events' calc_cc_times parameter.
The following changes were included
- The script will now create a FOV file - which ends in _repro_fov1.fits - along with the other output products. This may be especially useful if the input data have been reprojected to a different tangent point or filtered exclude a different time range than that used in the archival processing.
- Added STATFILT keyword to event that gives the 32bit status that was used to create the level 2 event file.
The following changes were included
- The script now run r4_header_update to add the Repro-4 header keywords if needed.
- The centroid algorithm has been added as a pix_adj option.
- The script now runs tgdetect2 for grating data when recreate_tg_mask=yes
The following changes were included
- The pi=0:300 filter for HRC-S with no grating has been removed. Users will not see any difference unless they have processed their data with CALDB 4.5.7. The PI filter may optionally be used to reduce the background noise for some observations.
- Bug fix when exactly 2 event files were present in the secondary directory, but it was not an interleaved observation.
- Delay creation of output directory until the inputs have been verified.
The recreate_tg_mask parameter is has been added to direct chandra_repro to use the existing REGION block attached the original evt2 file rather than re-run tgdetect and tg_create_mask. This is especially useful when the 0th order location was manually adjusted in standard data processing.
chandra_repro will now create the appropriate ARF and RMF files for each order and grating arm that is in the _repro_pha2.fits file. It uses the default energy and channel grids. These products are stored in a "tg" subdirectory.
chandra_repro will now work on ACIS interleaved mode datasets with the user needing to split them into separate directories. The output products will have "e1" or "e2" in the file names that make the original primary and secondary exposures.
If chandra_repro encounters a directory where it cannot find the level1 data products it requires it will now skip that directory rather than exiting.
The indir parameter can now take a stack of directories and the default outdir setting has changed to "".
The archive files - such as the aspect solution and mask files - are now copied rather than linked. This reverses the change made in the April 2012 release.
- The default for the check_vf_pha parameter has been changed from "yes" to "no". It has been determined that this algorithm can remove good events for modestly bright point sources.
- In the event that a file systems does not support symbolic links (some external hard drives and thumb/USB drives), copies of the auxiliary files will be made.
Warnings produced by acis_process_events and hrc_process_events are now written out instead of being hidden (this happens even when verbose=0). Please see the Caveats section of the acis_process_events and hrc_process_events bugs pages for information on whether these warnings can be safely ignored.
The Archive data files necessary for data analysis are linked from the output directory instead of being copied.
- Improved error checking on the input directory.
- The tools acis_find_afterglow (new in CIAO 4.4) and acis_build_badpix are used in place of acis_run_hotpix because acis_find_afterglow is more efficient at identifying afterglows that have a small number (i.e. 4-10) of events.
- The status bits that are set by destreak or acis_process_events are reset with the acis_clear_status_bits script before the data are reprocessed. Previously, only the bits set by acis_detect_afterglow were reset.
- The destreak tool is run before acis_find_afterglow to improve the streak detection efficiency and to prevent pixels with several streak events from being misidentified as hot pixels.
- The default filename root is chosen from the first segment of the level=1 event file, e.g. changed from "acisf01838_000N002" to "acisf01838".
This script is not an official part of the CIAO release but is made available as "contributed" software via the CIAO scripts page. Please see the installation instructions page for help on installing the package.
- Large Datasets: chandra_repro uncompresses files in memory before using them. This may consume too much memory on some machines and cause chandra_repro to fail. Since chandra_repro can work with file that have already been gunziped, the work around it to gunzip all the files before running this tool.
- Multi-obi and interleaved mode: as noted above, multi-obi obsids and interleaved mode obsids inputs need to be separated. With the default output root, the output directories also need to be separated or they will attempt to overwrite each other.
- Problem with large files (18 Sep 2012)
chandra_repro uncompresses files into memory to be written back out to disk. With large files, this can exhaust system resources and cause the script to fail with a non-informative error message
Unable to read evt1 file # chandra_repro (09 April 2012): ERROR read error
chandra_repro will use the uncompressed version of the file so the easiest work around it to gunzip the files before running chandra_repro
unix% gunzip primary/*gz secondary/*gz
- dsAPEPULSEHEIGHTERR -- WARNING: pulse height is less than split threshold when performing serial CTI adjustment.
The following warning may be displayed when running chandra_repro on an ACIS observation
# acis_process_events (CIAO): The following error occurred 2 times: dsAPEPULSEHEIGHTERR -- WARNING: pulse height is less than split threshold when performing serial CTI adjustment.
As is discussed in the acis_process_events bug page, this warning can safely be ignored as long as the number of times printed is small compared to the total number of events.