timewise.wise_data_base.WISEDataBase

class timewise.wise_data_base.WISEDataBase(base_name, parent_sample_class, min_sep_arcsec, n_chunks)

Base class for WISE Data

Parameters:

• parent_sample_class (ParentSample class) – class for parent sample

• base_name (str) – unique name to determine storage directories

• min_sep (astropy.units.Quantity) – query region around source for positional query

• whitelist_region (astropy.units.Quantity) – region around source where all datapoints are accepted in positional query

• n_chunks (int) – number of chunks in declination

• parent_wise_source_id_key (str) – key for the WISE source ID in the parent sample

• parent_sample_wise_skysep_key (str) – key for the angular separation to the WISE source in the parent sample

• parent_sample_default_entries (dict) – default entries for the parent sample

• cache_dir (str) – directory for cached data

• cluster_dir (str) – directory for cluster data

• cluster_log_dir – directory for cluster logs

• output_dir (str) – directory for output data

• lightcurve_dir (str) – directory for lightcurve data

• plots_dir (str) – directory for plots

• submit_file (str) – file for cluster submission

• tap_jobs (list[pyvo.dal.tap.TAPJob]) – TAP jobs

• queue (multiprocessing.Queue) – queue for cluster jobs

• clear_unbinned_photometry_when_binning (bool) – whether to clear unbinned photometry when binning

• chunk_map (np.ndarray) – map of chunks

• service_url (str) – URL of the TAP service

• service (timewise.utils.StableTAPService) – custom TAP service, making sure that the TAP jobs are stable

• active_tap_phases (set) – phases of TAP jobs that are still active

• running_tap_phases (list) – phases of TAP jobs that are still running

• done_tap_phases (set) – phases of TAP jobs that are done

• query_types (list) – query types

• table_names (pd.DataFrame) – map nice and program table names of WISE data tables

• bands (list) – WISE bands

• flux_key_ext (str) – key extension for flux keys

• flux_density_key_ext (str) – key extension for flux density keys

• mag_key_ext (str) – key extension for magnitude keys

• luminosity_key_ext (str) – key extension for luminosity keys

• error_key_ext (str) – key extension for error keys

• band_plot_colors (dict) – plot colors for bands

• photometry_table_keymap (dict) – keymap for photometry tables, listing the column names for flux, mag etc for the different WISE data tables

• magnitude_zeropoints (dict) – magnitude zeropoints from here

• constraints (list) – constraints for TAP queries selecting good datapoints as explained in the explanatory supplements

• parent_wise_source_id_key – key for the WISE source ID in the parent sample

• parent_sample_wise_skysep_key – key for the angular separation to the WISE source in the parent sample

__init__(base_name, parent_sample_class, min_sep_arcsec, n_chunks)

Base class for WISE Data

Parameters:

• base_name (str) – unique name to determine storage directories

• parent_sample_class (ParentSample class) – class for parent sample

• min_sep_arcsec (float) – query region around source for positional query

• n_chunks (int) – number of chunks in declination

Methods

__init__(base_name, parent_sample_class, ...)	Base class for WISE Data
add_flux_densities_to_saved_lightcurves(service)	Adds flux densities to all downloaded lightcurves
add_flux_density(lightcurve, mag_key, ...[, ...])	Adds flux densities to a lightcurves
add_luminosity_to_saved_lightcurves(service)	Add luminosities to all lightcurves, calculated from flux densities and distance or redshift
bin_lightcurve(lightcurve)	Bins a lightcurve
calculate_metadata(service[, chunk_number, ...])	Calculates the metadata for all downloaded lightcurves.
calculate_metadata_single(lcs)	Calculates some properties of the lightcurves
calculate_position_mask(lightcurve, ra, dec, ...)	Estimated the 90th percentile of the angular separations from the given position.
find_color_correction(w1_minus_w2)	Find the color correction based on the W1-W2 color.
get_db_name(table_name[, nice])	Get the right table name
get_photometric_data([tables, perc, wait, ...])	Load photometric data from the IRSA server for the matched sample.
get_position_mask(service, chunk_number)	Get the position mask for a chunk
get_unbinned_lightcurves(chunk_number[, clear])	Get the unbinned lightcurves for a given chunk number.
load_data_product(service[, chunk_number, ...])	Load data product from disk
luminosity_from_flux_density(flux_density, band)	Converts a flux density into a luminosity
match_all_chunks([table_name, ...])	Match the parent sample to a WISE catalogue and add the result to the parent sample.
plot_lc(parent_sample_idx[, service, ...])	Make a pretty plot of a lightcurve
vegamag_to_flux_density(vegamag, band[, ...])	This converts the detector level brightness m in Mag_vega to a flux density F

Attributes

active_tap_phases
aperture_corrections
band_plot_colors
band_wavelengths
bands
chunk_map
constraints
done_tap_phases
error_key_ext
flux_density_key_ext
flux_key_ext
luminosity_key_ext
mag_key_ext
magnitude_zeropoints
magnitude_zeropoints_corrections
n_chunks
parent_sample
parent_sample_wise_skysep_key
parent_wise_source_id_key
photometry_table_keymap
query_types
running_tap_phases
service
service_url
table_names