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silver_event_data_object

Silver MNO Event data module

SilverEventDataObject

Bases: ParquetDataObject

Class that models the cleaned MNO Event data.

Source code in multimno/core/data_objects/silver/silver_event_data_object.py 
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class SilverEventDataObject(ParquetDataObject):
    """
    Class that models the cleaned MNO Event data.
    """

    ID = "SilverEventDO"
    SCHEMA = StructType(
        [
            StructField(ColNames.user_id, BinaryType(), nullable=False),
            StructField(ColNames.timestamp, TimestampType(), nullable=False),
            StructField(ColNames.mcc, IntegerType(), nullable=True),
            StructField(ColNames.mnc, StringType(), nullable=True),
            StructField(ColNames.plmn, IntegerType(), nullable=True),
            StructField(ColNames.cell_id, StringType(), nullable=True),
            StructField(ColNames.latitude, FloatType(), nullable=True),
            StructField(ColNames.longitude, FloatType(), nullable=True),
            StructField(ColNames.loc_error, FloatType(), nullable=True),
            # partition columns
            StructField(ColNames.year, ShortType(), nullable=False),
            StructField(ColNames.month, ByteType(), nullable=False),
            StructField(ColNames.day, ByteType(), nullable=False),
            StructField(ColNames.user_id_modulo, IntegerType(), nullable=False),
        ]
    )

    PARTITION_COLUMNS = [ColNames.year, ColNames.month, ColNames.day, ColNames.user_id_modulo]