SDP Subarray Device

Introduction

The SDP subarray Tango device is the principal means by which processing is initiated in the SDP.

State Model

The present implementation is shown in the diagram below. Here the state is the combination of the Tango device state and the observing state (obsState).

Behaviour

The interaction between the Telescope Monitoring and Control (TMC) subsystem and the SDP subarray device is shown below. The SDP subarray device receives commands from the TMC subarray device, and the consequent changes to the state of the SDP are reported in the device attributes.

Schemas

The arguments of the subarray commands and some of its attributes are strings containing data in JSON format. The data are described by a schema which is versioned to support evolution of the interfaces. The schema is specified with the interface keyword in the JSON string:

{
  "interface": "https://schema.skao.int/ska-sdp-<interface>/<version>",
  "...": "..."
}

where <interface> identifies the command or attribute:

assignres - AssignResources command
releaseres - ReleaseResources command
configure - Configure command
scan - Scan command
recvaddrs - receiveAddresses attribute

and <version> is the version of the schema.

The JSON string can be validated against the schema using the telescope model library. Its documentation describes the versions of the schemas. The subarray device implements version 0.4 of the schemas, which is used in the examples below.

The commands will accept arguments in versions 0.2 and 0.3 of the schemas for backwards compatibility. If a command argument does not have an interface value, it defaults to version 0.2 (this was the last version before interface values were used routinely).

Commands

Command	Argument type	Return type	Action
On	None	None	Sets the device state to ON and the observing state to EMPTY.
Off	None	None	Sets the device state to OFF.
AssignResources	String (JSON)	None	Assigns resources to the subarray.
ReleaseResources	String (JSON)	None	Releases resources from the subarray.
ReleaseAllResources	None	None	Releases all resources assigned to the subarray.
Configure	String (JSON)	None	Configures scan type for the following scans.
Scan	String (JSON)	None	Begins a scan of the configured type.
EndScan	None	None	Ends the scan.
End	None	None	Ends the execution block.
Abort	None	None	Aborts current activity.
ObsReset	None	None	Resets the subarray to the IDLE observing state.
Restart	None	None	Restarts the subarray in the EMPTY observing state.

Transaction IDs

Commands that accept an argument will also accept an optional transaction ID. This is used in logging to enable tracing the execution of the commands. If the argument does not contain a transaction ID, then an internal one is generated for the command. This is also done for all commands that do not take an argument.

Example of a transaction ID:

{
  "transaction_id": "txn-test-20220921-00000000",
  "...": "..."
}

AssignResources

The argument of the AssignResources command describes externally-managed resources, an execution block (EB) and processing blocks (PBs) to be assigned to the subarray. The EB contains the information that is necessary for the SDP to:

receive visibility data from the correlator beam-former (CBF) and write data to one or more measurement sets;
provide calibration solutions for the CBF to form tied-array beams;
receive candidate and timing data from the pulsar search and timing subsystems.

The EB defines the scan types that can be selected by the Configure command.

Warning

The subarray will not accept the AssignResources command if an execution block is in progress (i.e. an EB has been assigned to the subarray and it has not yet been ended).

An example of the argument is below. Note that:

resources defines the externally-managed resources that are assigned to the subarray.
execution_block is the execution block, which contains:
- eb_id - execution block ID
- context - free-form information from OET defining the context of the observation
- max_length - maximum length of the execution block in seconds
- scan_types - scan types
- beams - primary beams and tied-array beams
- channels - frequency channels
- polarisations - polarisation correlation products
- fields - fields and pointing information
processing_blocks is a list of processing blocks, each one of which contains:
- pb_id - processing block ID
- script - the processing script: its kind (real-time or batch), name and version
- parameters - optional parameters to pass to the script
- sbi_ids - optional list of scheduling block instances to which the processing block belongs
- dependencies - optional list of dependencies on other processing blocks (for batch processing blocks only)

{
  "interface": "https://schema.skao.int/ska-sdp-assignres/0.4",
  "resources": {
    "receptors": ["SKA001", "SKA002", "SKA003", "SKA004"]
  },
  "execution_block" : {
    "eb_id": "eb-test-20220921-00000",
    "max_length": 21600.0,
    "context": {},
    "scan_types": [
      {
        "scan_type_id": ".default",
        "beams": {
          "vis0": {"channels_id": "vis_channels", "polarisations_id": "all"},
          "pss1": {"field_id": "pss_field_0", "channels_id": "pulsar_channels", "polarisations_id": "all"},
          "pss2": {"field_id": "pss_field_1", "channels_id": "pulsar_channels", "polarisations_id": "all"},
          "pst1": {"field_id": "pst_field_0", "channels_id": "pulsar_channels", "polarisations_id": "all"},
          "pst2": {"field_id": "pst_field_1", "channels_id": "pulsar_channels", "polarisations_id": "all"}
        }
      },
      {
        "scan_type_id": "target:a",
        "derive_from": ".default",
        "beams": {"vis0": {"field_id": "field_a"}}
      }
    ],
    "beams": [
      {"beam_id": "vis0", "function": "visibilities"},
      {"beam_id": "pss1", "search_beam_id": 1, "function": "pulsar search"},
      {"beam_id": "pss2", "search_beam_id": 2, "function": "pulsar search"},
      {"beam_id": "pst1", "timing_beam_id": 1, "function": "pulsar timing"},
      {"beam_id": "pst2", "timing_beam_id": 2, "function": "pulsar timing"}
    ],
    "channels": [
      {
        "channels_id": "vis_channels",
        "spectral_windows": [
          {
            "spectral_window_id": "fsp_1_channels",
            "count": 744, "start": 0, "stride": 2,
            "freq_min": 350000000.0, "freq_max": 368000000.0,
            "link_map": [[0, 0], [200, 1], [744, 2], [944, 3]]
          },
          {
            "spectral_window_id": "fsp_2_channels",
            "count": 744, "start": 2000, "stride": 1,
            "freq_min": 360000000.0, "freq_max": 368000000.0,
            "link_map": [[2000, 4], [2200, 5]]
          },
          {
            "spectral_window_id": "zoom_window_1",
            "count": 744, "start": 4000, "stride": 1,
            "freq_min": 360000000.0, "freq_max": 361000000.0,
            "link_map": [[4000, 6], [4200, 7]]
          }
        ]
      },
      {
        "channels_id": "pulsar_channels",
        "spectral_windows": [
          {
            "spectral_window_id": "pulsar_fsp_channels",
            "count": 744, "start": 0,
            "freq_min": 350000000.0, "freq_max": 368000000.0
          }
        ]
      }
    ],
    "polarisations": [
      {
        "polarisations_id": "all",
        "corr_type": ["XX", "XY", "YY", "YX"]
      }
    ],
    "fields": [
      {
        "field_id": "field_a",
        "phase_dir" : {
          "ra": [123.0, 0.1],
          "dec": [-60.0, 0.1],
          "reference_time": "...",
          "reference_frame": "ICRF3"
        },
        "pointing_fqdn": "low-tmc/telstate/0/pointing"
      }
    ]
  },
  "processing_blocks": [
    {
      "pb_id": "pb-test-20220921-00000",
      "script": {"kind": "realtime", "name": "test-receive-addresses", "version": "0.5.0"},
      "parameters": {},
      "sbi_ids": ["sbi-test-20220921-00000"]
    },
    {
      "pb_id": "pb-test-20220921-00001",
      "script": {"kind": "realtime", "name": "test-realtime", "version": "0.3.0"},
      "parameters": {},
      "sbi_ids": ["sbi-test-20220921-00000"]
    },
    {
      "pb_id": "pb-test-20220921-00002",
      "script": {"kind": "batch", "name": "test-batch", "version": "0.3.0"},
      "parameters": {},
      "sbi_ids": ["sbi-test-20220921-00000"],
      "dependencies": [
        {"pb_id": "pb-test-20220921-00000", "kind": ["visibilities"]}
      ]
    }
  ]
}

ReleaseResources

The argument of the ReleaseResources command specifies which externally-managed resources to release from the subarray. The external resources are specified in the same format as in the AssignResources command.

Warning

The subarray will not accept the ReleaseResources command if an execution block is in progress (i.e. an EB has been assigned to the subarray and it has not yet been ended).

An example of the argument:

{
  "interface": "https://schema.skao.int/ska-sdp-releaseres/0.4",
  "resources": {
    "receptors": ["SKA001", "SKA002", "SKA003", "SKA004"]
  }
}

Configure

The argument of the Configure command specifies the type of the following scans from the values that were defined in the execution block.

Warning

The subarray will not accept the Configure command if there is no execution block in progress (i.e. an EB has not been assigned to the subarray).

An example of the argument:

{
  "interface": "https://schema.skao.int/ska-sdp-configure/0.4",
  "scan_type": "target:a"
}

The Configure schema has an optional new_scan_types keyword, but that is not supported by the current implementation of the subarray.

When executed, the obsState transitions to CONFIGURING. It will only transition to READY once all of the deployments of every realtime processing block in the executions block are up and running.

Scan

The argument of the Scan command specifies the scan ID.

An example of the argument:

{
  "interface": "https://schema.skao.int/ska-sdp-scan/0.4",
  "scan_id": 1
}

Attributes

Attribute	Type	Read/Write	Values	Description
version	String	Read	Semantic version	Subarray device server version
adminMode	Enum	Read	Admin mode values	Subarray admin mode
healthState	Enum	Read	Health state values	Subarray health state
obsState	Enum	Read	Observing state values	Subarray observing state
resources	String	Read	Resources values	Externally-managed resources assigned to subarray
ebID	String	Read		Execution block ID, or “null” if execution block is not assigned
receiveAddresses	String	Read	Receive addresses values	Host addresses for receiving data
scanType	String	Read		Scan type, or “null” if scan type is not configured
scanID	Integer	Read		Scan ID, or 0 if not scanning

Events

The SDP subarray device currently generates both Tango change events and archive events for the following attributes:

obsState
resources
ebID
receiveAddresses
scanType
scanID

A Tango client can subscribe to any of these events and can arrange to take appropriate action. An example of how a Python client can subscribe to archive events on the obsState attribute is:

d = DeviceProxy("test-sdp/subarray/01")
cb = tango.utils.EventCallback()
id = d.subscribe_event("obsState", tango.EventType.ARCHIVE_EVENT, cb)

Admin mode values

Admin mode is implemented as a read-only attribute, so it always returns the value ONLINE.

adminMode	Description
ONLINE (0)	Subarray can be used for normal operations

Health state values

healthState	Description
OK (0)	Subarray is functioning as expected
DEGRADED (1)	Subarray can only provide some of its functionality
FAILED (2)	Subarray is unable to function
UNKNOWN (3)	Subarray device is unable to determine the health of the subarray

Observing state values

obsState	Description
EMPTY (0)	No resources are assigned to the subarray
RESOURCING (1)	Resources are being assigned or released
IDLE (2)	Resources are assigned to the subarray
CONFIGURING (3)	Scan type is being configured
READY (4)	Scan type is configured and the subarray is ready to scan
SCANNING (5)	Scanning
ABORTING (6)	Current activity is being aborted
ABORTED (7)	Most recent activity has been aborted
RESETTING (8)	Resetting to IDLE observing state
FAULT (9)	A error has occurred in observing
RESTARTING (10)	Restarting to return to EMPTY observing state

Resources values

The resources attribute is a JSON-formatted string describing the externally-managed resources assigned to the subarray. It has the same format as the resources value in the arguments of the AssignResources and ReleaseResources commands. If no resources are assigned to the subarray, the value is an empty JSON object ({}).

An example value:

{
  "receptors": ["SKA001", "SKA002", "SKA003", "SKA004"]
}

Receive addresses values

The receiveAddresses attribute is a JSON-formatted string containing the host addresses to which data from the CSP subsystems (CBF and pulsar search and timing) should be sent. It also contains the names of the SDP attributes that provide the real-time calibration information to the rest of the system. The data contains one entry per scan type, and each scan type contains one entry per primary (visibility) beam or tied-array beam. If there are no receive addresses associated with the subarray, the value is an empty JSON object ({}).

An example value:

{
  "interface": "https://schema.skao.int/ska-sdp-recvaddrs/0.4",
  "target:a": {
    "vis0": {
      "host": [[0, "192.168.0.1"], [400, "192.168.0.2"], [744, "192.168.0.3"], [1144, "192.168.0.4"]],
      "port": [[0, 9000, 1], [400, 9000, 1], [744, 9000, 1], [1144, 9000, 1]],
      "delay_cal": [
        [0, "low-sdp/telstate/rcal0/delay0"],
        [400, "low-sdp/telstate/rcal0/delay1"],
        [744, "low-sdp/telstate/rcal0/delay2"],
        [1144, "low-sdp/telstate/rcal0/delay3"]
      ]
    },
    "pss1": {
      "host": [[0, "192.168.60.0"]], "port": [[0, 8000]],
      "jones_cal": [
        [0, "low-sdp/telstate/rcal0/jones0"],
        [400, "low-sdp/telstate/rcal0/jones1"],
        [744, "low-sdp/telstate/rcal0/jones2"],
        [1144, "low-sdp/telstate/rcal0/jones3"]
      ]
    },
    "pss2": {
      "host": [[0, "192.168.60.0"]], "port": [[0, 8000]],
      "jones_cal": [
        [0, "low-sdp/telstate/rcal0/jones0"],
        [400, "low-sdp/telstate/rcal0/jones1"],
        [744, "low-sdp/telstate/rcal0/jones2"],
        [1144, "low-sdp/telstate/rcal0/jones3"]
      ]
    }
    "pst1": {
      "host": [[0, "192.168.60.0"]], "port": [[0, 8000]],
      "jones_cal": [
        [0, "low-sdp/telstate/rcal0/jones0"],
        [400, "low-sdp/telstate/rcal0/jones1"],
        [744, "low-sdp/telstate/rcal0/jones2"],
        [1144, "low-sdp/telstate/rcal0/jones3"]
      ]
    },
    "pst2": {
      "host": [[0, "192.168.60.0"]], "port": [[0, 8000]],
      "jones_cal": [
        [0, "low-sdp/telstate/rcal0/jones0"],
        [400, "low-sdp/telstate/rcal0/jones1"],
        [744, "low-sdp/telstate/rcal0/jones2"],
        [1144, "low-sdp/telstate/rcal0/jones3"]
      ]
    }
  }
}