SKA-Low Data Analysis documentation

This project contains functions for data analysis related to SKA-Low.

API

API

• Confluence Utils
  • get_all_events()
  • get_booked_auto_obs()
• Common Utils
  • get_test_execution_dirs_in_dates()
  • is_date_in_range()
  • load_stations()
  • obs_hdf5_info_loader()
  • sort_df_by_date_time_station()
• Freq Sweep Check
  • append_calsolsummarydata_to_buildobsreport()
  • append_notes_antennaflagging()
  • build_and_save_observation_report()
  • check_smartboxes()
  • compute_qual2()
  • parse_flagged()
• Solar Drift
  • main()
  • run_solar_drift_spreadsheet()
• Jira Utils
  • run_lco12()
  • run_lco66()
• Ticket Info Extract
  • ticket_info_extract()
• CME Solar Flares
  • Outputs (defaults)
  • make_plots_for_date_range()
• Phase Gradient Analysis
  • fit_phase_angle()
  • fit_soln_set_phase_angles()
  • get_guess()
  • phase_angle_model()
  • plot_mean_fmax_phase_errs()
  • soln_set_phase_fit_quality()
  • summary_plot()
• Calibration Solution Set Summary
  • SolutionSetSummary
    • SolutionSetSummary.calc_lst()
    • SolutionSetSummary.calc_quality()
    • SolutionSetSummary.check_smartboxes()
    • SolutionSetSummary.csvstr()
    • SolutionSetSummary.estimate_sensitivity_loss()
    • SolutionSetSummary.plot_fmax_phase_err_hists()
    • SolutionSetSummary.plot_phase_delta()
    • SolutionSetSummary.set_fit_params()
    • SolutionSetSummary.set_flagged_antennas()
    • SolutionSetSummary.summarise()
  • array_to_str()
  • find_soln_dirs()
  • flagged_vs_sigmaphi_scatter()
  • get_date_mask()
  • get_soln_model()
  • load_soln_summaries()
  • loss_line()
  • quality_pie()
  • soln_dir_to_datetime()
  • summarise_cals_in_date_range()
  • write_soln_summaries()
• Setup Repo
  • setup_repo()
• Calibration Solution Plots
  • cal_sols_plots()
• Solar Drift Plots
  • solar_drift_plots()
• Tango device status
  • check_flagged_devices()
  • check_smartbox_status_during_sft()
  • check_spssubrack_status_during_sft()
  • check_station_status_during_sft()
  • check_tpm_status_during_sft()
  • get_all_station_status_info()
  • get_basic_station_status_info()
  • map_adminmode_to_text()
  • map_integer_state_to_text_status()
  • map_str_adminmode_to_color()
  • map_str_state_to_color()
  • map_tpmstate_to_color()
  • map_tpmstate_to_text()
• Check antenna flagging history
  • add_dataframe_to_googlesheet()
  • cleanup_data_for_write2googlesheet()
  • get_bad_gain_antennas()
  • get_data_coarsedelays_intercepts_overtime()
  • get_flagged_antenna_reason_stations()
  • get_history_flagging_separated_by_antennas()
  • get_information_flagged_antennas()
  • get_next_steps_for_tickets_flagged_antennas()
  • group_details_antenna_flagging()
  • make_multiple_plots_antennas_flagged()
  • multiple_operations()
  • plot_antenna_map_flagged()
  • plot_barchart_antenna_flag_counts_history()
  • plot_chart_antenna_flag_counts_history_over_time()
  • plot_coarsedelayantennas_overtime_with_rolling_average()
  • plot_coarsedelays_dist_overtime()
  • rolling_mean()
  • summary_stats_antenna_flag_counts_history()
  • useful_flagging_stats_for_masternotebook()