@@ -654,7 +654,12 @@ async def delete_collection(
654654
655655@attr .s
656656class BulkTransactionsClient (BaseBulkTransactionsClient ):
657- """Postgres bulk transactions."""
657+ """A client for posting bulk transactions to a Postgres database.
658+
659+ Attributes:
660+ session: An instance of `Session` to use for database connection.
661+ database: An instance of `DatabaseLogic` to perform database operations.
662+ """
658663
659664 session : Session = attr .ib (default = attr .Factory (Session .create_from_env ))
660665 database = DatabaseLogic ()
@@ -665,14 +670,31 @@ def __attrs_post_init__(self):
665670 self .client = settings .create_client
666671
667672 def preprocess_item (self , item : stac_types .Item , base_url ) -> stac_types .Item :
668- """Preprocess items to match data model."""
673+ """Preprocess an item to match the data model.
674+
675+ Args:
676+ item: The item to preprocess.
677+ base_url: The base URL of the request.
678+
679+ Returns:
680+ The preprocessed item.
681+ """
669682 return self .database .sync_prep_create_item (item = item , base_url = base_url )
670683
671684 @overrides
672685 def bulk_item_insert (
673686 self , items : Items , chunk_size : Optional [int ] = None , ** kwargs
674687 ) -> str :
675- """Bulk item insertion using es."""
688+ """Perform a bulk insertion of items into the database using Elasticsearch.
689+
690+ Args:
691+ items: The items to insert.
692+ chunk_size: The size of each chunk for bulk processing.
693+ **kwargs: Additional keyword arguments, such as `request` and `refresh`.
694+
695+ Returns:
696+ A string indicating the number of items successfully added.
697+ """
676698 request = kwargs .get ("request" )
677699 if request :
678700 base_url = str (request .base_url )
@@ -710,6 +732,13 @@ async def get_queryables(
710732 under OGC CQL but it is allowed by the STAC API Filter Extension
711733
712734 https://github.com/radiantearth/stac-api-spec/tree/master/fragments/filter#queryables
735+
736+ Args:
737+ collection_id (str, optional): The id of the collection to get queryables for.
738+ **kwargs: additional keyword arguments
739+
740+ Returns:
741+ Dict[str, Any]: A dictionary containing the queryables for the given collection.
713742 """
714743 return {
715744 "$schema" : "https://json-schema.org/draft/2019-09/schema" ,
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