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tfx.components.example_gen.utils.calculate_splits_fingerprint_span_and_version

Calculates the fingerprint of files in a URI matching split patterns.

tfx.components.example_gen.utils.calculate_splits_fingerprint_span_and_version(
    input_base_uri: Text,
    splits: Iterable[example_gen_pb2.Input.Split],
    range_config: Optional[range_config_pb2.RangeConfig] = None
) -> Tuple[Text, int, Optional[int]]

If a pattern has the {SPAN} placeholder or the Date spec placeholders, {YYYY}, {MM}, and {DD}, and optionally, the {VERSION} placeholder, attempts to find aligned values that results in all splits having the target span and most recent version for that span.

input_base_uri The base path from which files will be searched.
splits An iterable collection of example_gen_pb2.Input.Split objects.
range_config An instance of range_config_pb2.RangeConfig, which specifies which spans to consider when finding the most recent span and version. If unset, search for latest span number with no restrictions.

A Tuple of [fingerprint, select_span, select_version], where select_span is either the value matched with the {SPAN} placeholder, the value mapped from matching the calendar date with the date placeholders {YYYY}, {MM}, {DD} or 0 if a placeholder wasn't specified, and where select_version is either the value matched with the {VERSION} placeholder, or None if the placeholder wasn't specified. Note that this function will update the {SPAN} or Date tags as well as the {VERSION} tags in the split configs to actual Span and Version numbers.