Class MSSQLLoader (0.2.0)

MSSQLLoader(
    engine: langchain_google_cloud_sql_mssql.engine.MSSQLEngine,
    table_name: str = "",
    query: str = "",
    content_columns: typing.Optional[typing.List[str]] = None,
    metadata_columns: typing.Optional[typing.List[str]] = None,
    metadata_json_column: typing.Optional[str] = None,
)

A class for loading langchain documents from a Cloud SQL MSSQL database.

Methods

MSSQLLoader

MSSQLLoader(
    engine: langchain_google_cloud_sql_mssql.engine.MSSQLEngine,
    table_name: str = "",
    query: str = "",
    content_columns: typing.Optional[typing.List[str]] = None,
    metadata_columns: typing.Optional[typing.List[str]] = None,
    metadata_json_column: typing.Optional[str] = None,
)

Document page content defaults to the first column present in the query or table and metadata defaults to all other columns. Use with content_columns to overwrite the column used for page content. Use metadata_columns to select specific metadata columns rather than using all remaining columns.

If multiple content columns are specified, page_content’s string format will default to space-separated string concatenation.

Parameters
Name	Description
`engine`	`MSSQLEngine` MSSQLEngine object to connect to the MSSQL database.
`table_name`	`str` The MSSQL database table name. (OneOf: table_name, query).
`query`	`str` The query to execute in MSSQL format. (OneOf: table_name, query).
`content_columns`	`List[str]` The columns to write into the `page_content` of the document. Optional.
`metadata_columns`	`List[str]` The columns to write into the `metadata` of the document. Optional.
`metadata_json_column`	`str` The name of the JSON column to use as the metadata’s base dictionary. Default: `langchain_metadata`. Optional.

lazy_load

lazy_load() -> typing.Iterator[langchain_core.documents.base.Document]

Lazy Load langchain documents from a Cloud SQL MSSQL database. Use lazy load to avoid caching all documents in memory at once.

Returns
Type	Description
`(Iterator[langchain_core.documents.Document])`	a list of Documents with metadata from specific columns.

load

load() -> typing.List[langchain_core.documents.base.Document]

Load langchain documents from a Cloud SQL MSSQL database.

Returns
Type	Description
`(List[langchain_core.documents.Document])`	a list of Documents with metadata from specific columns.