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then you will need to first use gstlal_psd_xml_from_asd_txt to convert it
(examples in the documentation include this)
1. Next use gstlal_fake_frames to make the data with the desired PSD (examples
in the documentation include this)
1. Repeat the same validation steps as above to obtain, e.g.:
1. Start by obtaining a reference PSD that you wish to have as the target for recoloring. If you actually have a text file ASD such as this one: e.g. `here <https://git.ligo.org/lscsoft/gstlal/raw/master/gstlal/share/v1_early_asd.txt>`_, then you will need to first use ``gstlal_psd_xml_from_asd_txt`` to convert it
2. Next use ``gstlal_fake_frames`` to make the data with the desired PSD
3. Repeat the same validation steps as above to obtain, e.g.:
@@ -53,25 +48,24 @@ This procedure assumes you are on an LDG cluster which has the data you wish to
recolor. Note that some of the tools required on not gstlal based. Please
consult the documentation for the external tools should you have questions.
1. First obtain segments for the data using ligolw_segment_query
2. Next obtain the frame file cache from ligo_data_find
3. Then create the PSD you wish to recolor to (perhaps using gstlal_psd_xml_from_asd_txt)
4. compute a reference spectrum from the frame data that you wish to recolor using gstlal_reference_psd
5. You might choose to optionally "smooth" the reference spectrum in order to leave lines in the underlying data. You can try using gstlal_psd_polyfit
6. Now with segments, a frame cache, a PSD (possibly smoothed) measured from the frame cache, and a PSD that is the target for the recolored spectrum, you are free to use gstlal_fake_frames according to the documentation.
1. First obtain segments for the data using ``ligolw_segment_query_dqsegdb``
2. Next obtain the frame file cache from ``gw_data_find``
3. Then create the PSD you wish to recolor to (perhaps using ``gstlal_psd_xml_from_asd_txt``)
4. compute a reference spectrum from the frame data that you wish to recolor using ``gstlal_reference_psd``
5. You might choose to optionally "smooth" the reference spectrum in order to leave lines in the underlying data. You can try using ``gstlal_psd_polyfit``
6. Now with segments, a frame cache, a PSD (possibly smoothed) measured from the frame cache, and a PSD that is the target for the recolored spectrum, you are free to use ``gstlal_fake_frames`` according to the documentation.
Recoloring existing data with a HTCondor dag
--------------------------------------------
Some of the steps required to automate the batch processing of recoloring a
large data set has been automated in a script that generates a condor DAG. The
input to the condor dag script has itself been automated in makefiles such as:
