create_schema_from_table()

Create a DSD, ConceptScheme, and Codelists from a DataFrame.

Usage

create_schema_from_table(
    dataframe,
    dimensions,
    measure,
    time_dimension,
    attributes=None,
    agency_id="WB.DP",
    schema_id="DP_SCHEMA",
    version="1.0",
    uppercase_code_ids=True
)

Parameters

dataframe: pd.DataFrame: The source DataFrame.
dimensions: list[str]: Column names to use as SDMX dimensions.
measure: str: Column name to use as the SDMX measure.
time_dimension: str: Column name to use as the SDMX time dimension.
attributes: list[str] | None = None: Optional column names to use as SDMX attributes.
agency_id: str = "WB.DP": Agency identifier for the generated artefacts.
schema_id: str = "DP_SCHEMA": Base identifier for the generated DSD and concept scheme.
version: str = "1.0": Version string for the generated artefacts.
uppercase_code_ids: bool = True: If True (default), codelist code IDs are uppercased. Set to False to preserve the original casing of code values.

Returns

SchemaComponents: SchemaComponents: A named tuple with dsd, concept_scheme, and codelists fields.

Raises

ValueError: If any of the specified column names are missing from the DataFrame.