Concatenate pipeline¶
This pipeline concatenates single-subband target data produced by production runs and retrieved through the LTA. The resulting concatenated files are required for further processing with the initial-subtract pipeline.
Note
If you processed the target data yourself instead of retrieving them from the LTA, this pipeline is not required as the concatenated datasets are already produced by the user version of the target pipeline.
Prepare data¶
This part of the pipeline prepares the target data in order to be concatenated. The steps are as follows:
createmap_targetGenerate a mapfile of all the target data (the single-subband datasets retrieved from the LTA, with the direction-independent phase-only calibration applied).
combine_target_mapGenerate a mapfile with all files in a single entry. This mapfile is used as input to the next step.
sortmap_targetCompute frequency groupings
do_magic_maps,do_sortmap_mapsConvert the output of do_magic into usable mapfiles.
Concatenation¶
Subbands are concatenated into “bands”.
dpppconcatConcatenate the data, averaging to the specified frequency and time resolution.
make_results_mapfile,move_resultsMove the concatenated files to the results directory.
User-defined parameter configuration¶
Parameters you will need to adjust
Information about the input data
! target_input_pathDirectory where your single-subband target data are stored.
! target_input_patternRegular expression pattern of all your target files. .. note:
These files should have the direction-independent calibration applied to the DATA column.
Location of the software
! prefactor_directoryPath to your prefactor copy
Parameters you may need to adjust
Interpolation options
interp_windowsize: size of the window over which a value is interpolated. Should be odd. (default: 15)
Averaging options
avg_timeresolution_concat: final time resolution of the data in seconds after averaging and concatenation (default: 8)avg_freqresolution_concat: final frequency resolution of the data after averaging and concatenation (default: 97.64kHz, which translates to 2 channels per subband)
Concatenation options
num_SBs_per_group: make concatenated measurement-sets with that many subbands (default: 10)reference_stationSB: station-subband number to use as reference for grouping, (default:None-> use lowest frequency input data as reference)