Uploaded image for project: 'SAFe Program'
  1. SAFe Program
  2. SP-762

SKA LOW Sensitivity Calculator - initial back-end development

Change Owns to Parent OfsSet start and due date...
    XporterXMLWordPrintable

Details

    • Obs Mgt & Controls
    • Hide

      Work on the LOW sensitivity Calculator has commenced

      Show
      Work on the LOW sensitivity Calculator has commenced
    • Hide

      For now, the backend must accept the following fields as input, do some standard input validation and return Stokes I sensitivity. 

      The input fields are

      • number of LOW stations,
      • observation duration,
      • pointing centre,
      • central frequency, and
      • bandwidth.

      The backend should check for the following conditions:

      • The number of LOW stations should be less than or equal to 512.
      • The number of LOW stations cannot be less than 1.
      • The specified pointing centre is valid and is observable from the SKA LOW site.
      • The spectral window defined by "central frequency" and "bandwidth" lie within the 50 - 350 MHz frequency range. 
      • "Observation duration" is not 0 or negative.
      Show
      For now, the backend must accept the following fields as input, do some standard input validation and return Stokes I sensitivity.  The input fields are number of LOW stations, observation duration, pointing centre, central frequency, and bandwidth. The backend should check for the following conditions: The number of LOW stations should be less than or equal to 512. The number of LOW stations cannot be less than 1. The specified pointing centre is valid and is observable from the SKA LOW site. The spectral window defined by "central frequency" and "bandwidth" lie within the 50 - 350 MHz frequency range.  "Observation duration" is not 0 or negative.
    • 3
    • 3
    • 20
    • 6.667
    • Team_BUTTONS
    • Sprint 5
    • Hide
      • Initial development of the Low calculator back-end has been completed - Sarrvesh's script has been Button-ised and gives the same answers as the original
      • The back-end is available from a staging environment: https://k8s.stfc.skao.int/staging-ost/api_doc/ (requires VPN to STFC Cloud)
      • Documentation has also been created.
      Show
      Initial development of the Low calculator back-end has been completed - Sarrvesh's script has been Button-ised and gives the same answers as the original The back-end is available from a staging environment: https://k8s.stfc.skao.int/staging-ost/api_doc/ (requires VPN to STFC Cloud) Documentation has also been created.
    • 17.6
    • Demonstrated, Satisfies Acceptance Criteria, Accepted by FO
    • PI24 - UNCOVERED

    • SYSTEM_DEMO_6 Team_BUTTONS

    Description

      Could you create the necessary software backend that will support the LOW sensitivity calculator? For now, the backend must accept the following fields as input, do some standard input validation and return Stokes I sensitivity. 

      The input fields are

      • number of LOW stations,
      • observation duration,
      • pointing centre,
      • central frequency, and
      • bandwidth.

      The backend should check for the following conditions:

      • The number of LOW stations should be less than or equal to 512.
      • The number of LOW stations cannot be less than 1.
      • The specified pointing centre is valid and is observable from the SKA LOW site.
      • The spectral window defined by "central frequency" and "bandwidth" lie within the 50 - 350 MHz frequency range. 
      • "Observation duration" is not 0 or negative.

      The LOW sensitivity calculator should estimate Stokes I sensitivity following the procedure described in Sokolowski et al. (2022). We have a look-up table (as an SQLite database) containing SEFD corresponding to a coarse grid of LST, frequency, polarisation and pointing directions (azimuth and elevation). The backend must look up the appropriate values, interpolate as needed, and compute the Stokes I sensitivity.

      The code snippet that implements input validation and sensitivity calculation is attached here (compute_sensitivity.py). You will need the following python packages to run this script: NumPy, SciPy, AstroPy, PyEphem, and sqlite3. You can download the look-up table using this link. The code snippet must be refactored to match the SKA coding style. 

      Attachments

        Issue Links

          Structure

            Activity

              People

                S.Sridhar Sridhar, Sarrvesh
                d.espada Espada, Daniel [X] (Inactive)
                Votes:
                0 Vote for this issue
                Watchers:
                2 Start watching this issue

                Feature Progress

                  Story Point Burn-up: (100.00%)

                  Feature Estimate: 3.0

                  IssuesStory Points
                  To Do00.0
                  In Progress   00.0
                  Complete612.0
                  Total612.0

                  Dates

                    Created:
                    Updated:
                    Resolved:

                    Structure Helper Panel