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rs_workflows/utils/cadip.md

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Helper task to interact with the rs-cadip.

Search for CADIP sessions within a given time interval.

Parameters:

Name Type Description Default
env FlowEnvArgs

Flow environment arguments (e.g., owner_id, credentials).

 required
cadip_collection_identifier list[str]

CADIP collection identifier (e.g., "s1_sgs") to specify the station.

 required
limit int

Number maximum of STAC items to be retrieved

 10

Returns:

Name Type Description
ItemCollection ItemCollection

A pystac ItemCollection containing the sessions found.
Source code in docs/rs-client-libraries/rs_workflows/utils/cadip.py 
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@task(name="Cadip session search")
async def cadip_session_search(
    env: FlowEnvArgs,
    cadip_collection_identifier: list[str],
    limit: int = 10,
) -> ItemCollection:
    """
    Search for CADIP sessions within a given time interval.

    Parameters:
        env:
            Flow environment arguments (e.g., owner_id, credentials).
        cadip_collection_identifier:
            CADIP collection identifier (e.g., "s1_sgs") to specify the station.
        limit:
            Number maximum of STAC items to be retrieved

    Returns:
        ItemCollection:
            A pystac ItemCollection containing the sessions found.
    """
    logger = get_run_logger()

    # Initialize flow environment and telemetry span
    flow_env = FlowEnv(env)
    with flow_env.start_span(__name__, "cadip-search"):

        cadip_client: CadipClient = flow_env.rs_client.get_cadip_client()

        # Current time in UTC
        end_datetime: datetime = datetime.now(timezone.utc)

        # Go back 10 hours
        start_datetime: datetime = end_datetime - timedelta(hours=10)

        # Format timestamps in ISO 8601 with Z suffix
        start_str = start_datetime.strftime("%Y-%m-%dT%H:%M:%S.000Z")
        end_str = end_datetime.strftime("%Y-%m-%dT%H:%M:%S.000Z")

        # Validate input datetimes
        if not start_str or not end_str:
            raise ValueError("start_datetime or end_datetime is not set properly")

        # Build CQL2 query for temporal intersection
        cadip_cql2_query = {
            "filter": {
                "op": "t_intersects",
                "args": [
                    {"property": "published"},
                    {"interval": [start_str, end_str]},
                ],
            },
            "limit": limit,
            "sortby": [{"field": "published", "direction": "desc"}],
        }

        # Log query for debugging
        logger.info(f"CQL2 query={json.dumps(cadip_cql2_query, indent=2)}")
        logger.info("Start request on CADIP station")

        # Execute search request
        found = cadip_client.search(
            method="POST",
            collections=[cadip_collection_identifier],
            stac_filter=cadip_cql2_query.get("filter"),
            max_items=cadip_cql2_query.get("limit"),
            sortby=cadip_cql2_query.get("sortby"),
        )

        return found

get_cadip_station(flow_env, session, cadip_collections) async

Retrieve a cadip station that owns the session.

Source code in docs/rs-client-libraries/rs_workflows/utils/cadip.py 
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@task(name="Search the cadip station that owns the session")
async def get_cadip_station(flow_env: FlowEnv, session: str, cadip_collections: list[str]) -> str | None:
    """
    Retrieve a cadip station that owns the session.
    """
    logger = get_run_logger()
    result = None

    # Initialize flow environment and telemetry span
    cadip_client: CadipClient = flow_env.rs_client.get_cadip_client()

    # Log query for debugging
    logger.info(f"Search a cadip station between [{', '.join(cadip_collections)}] looking for the session'{session}'")

    # Execute search request
    item_col: ItemCollection = cadip_client.search(
        method="GET",
        ids=[session],
        collections=cadip_collections,
        max_items=1,
        limit=1,
    )

    if len(item_col) == 1:
        # Check that the session has not been evicted
        evicted, eviction_date = is_evicted(item_col[0])
        if evicted:
            logger.error(f"❌ The session '{session}' has been evicted (eviction date = {eviction_date}) ")
        else:
            if is_published(item_col[0]):
                # Extract of the station name
                collection_links = [link for link in item_col[0].links if link.rel == "collection"]
                if collection_links:
                    href = collection_links[0].href
                    result = href.rstrip("/").split("/")[-1]
                    logger.info(f"✔️ The session '{session}' is available at station {result}")
            else:
                logger.error(f"❌ The session '{session}' has not been published yet.")
    if result is None:
        logger.info(f"❌ The session '{session}' can not be found on stations [{', '.join(cadip_collections)}]")

    return result