# SPDX-License-Identifier: MIT
_target_: data.datasets.create_datasets
config:
    source_path: /workspace/datasets/M5/M5.csv
    dest_path: /workspace/datasets/M5/
    iterable: False
    encoder_length: 28
    input_length: 28
    example_length: 56
    valid_boundary: '2016-04-25'
    train_samples: 1000000
    time_series_count: 30490
    drop_unseen: True
    MultiID: False
    features:
      - name: 'id'
        feature_type: 'ID'
        feature_embed_type: 'CATEGORICAL'
        cardinality: 30490
      - name: "date"
        feature_type: 'TIME'
        feature_embed_type: 'DATE'
      - name: "weight"
        feature_type: 'WEIGHT'
        feature_embed_type: 'CONTINUOUS'
      - name: "item_id"
        feature_type: 'STATIC'
        feature_embed_type: 'CATEGORICAL'
        cardinality: 3050
      - name: "dept_id"
        feature_type: 'STATIC'
        feature_embed_type: 'CATEGORICAL'
        cardinality: 8
      - name: "cat_id"
        feature_type: 'STATIC'
        feature_embed_type: 'CATEGORICAL'
        cardinality: 4
      - name: "store_id"
        feature_type: 'STATIC'
        feature_embed_type: 'CATEGORICAL'
        cardinality: 11
      - name: "state_id"
        feature_type: 'STATIC'
        feature_embed_type: 'CATEGORICAL'
        cardinality: 4
      - name: "items_sold"
        feature_type: 'TARGET'
        feature_embed_type: 'CONTINUOUS'
        scaler:
            _target_: data.data_utils.Log1pScaler
      - name: "wday"
        feature_type: 'KNOWN'
        feature_embed_type: 'CATEGORICAL'
        cardinality: 8
      - name: "month"
        feature_type: 'KNOWN'
        feature_embed_type: 'CATEGORICAL'
        cardinality: 13
      - name: "event_name_1"
        feature_type: 'KNOWN'
        feature_embed_type: 'CATEGORICAL'
        cardinality: 31
      - name: "event_type_1"
        feature_type: 'KNOWN'
        feature_embed_type: 'CATEGORICAL'
        cardinality: 5
      - name: "event_type_2"
        feature_type: 'KNOWN'
        feature_embed_type: 'CATEGORICAL'
        cardinality: 3
      - name: "event_name_2"
        feature_type: 'KNOWN'
        feature_embed_type: 'CATEGORICAL'
        cardinality: 5
      - name: "snap_CA"
        feature_type: 'KNOWN'
        feature_embed_type: 'CATEGORICAL'
        cardinality: 3
      - name: "snap_TX"
        feature_type: 'KNOWN'
        feature_embed_type: 'CATEGORICAL'
        cardinality: 3
      - name: "snap_WI"
        feature_type: 'KNOWN'
        feature_embed_type: 'CATEGORICAL'
        cardinality: 3
      - name: "sell_price"
        feature_type: 'KNOWN'
        feature_embed_type: 'CONTINUOUS'
        scaler:
            _target_: sklearn.preprocessing.StandardScaler
    binarized: False