sql linting
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* limitations under the License.
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*/
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select *
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from ML.EXPLAIN_PREDICT(MODEL `{project-id}.{dataset}.{model-name}`,
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(select * except (session_id, session_starting_ts, user_id, has_purchased)
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from `{project-id}.{dataset}.ecommerce_abt`
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where extract(ISOYEAR from session_starting_ts) = 2023
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SELECT *
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FROM ML.EXPLAIN_PREDICT(MODEL `{project-id}.{dataset}.{model-name}`,
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(SELECT * EXCEPT (session_id, session_starting_ts, user_id, has_purchased)
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FROM `{project-id}.{dataset}.ecommerce_abt`
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WHERE extract(ISOYEAR FROM session_starting_ts) = 2023
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),
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STRUCT(5 AS top_k_features, 0.5 as threshold)
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STRUCT(5 AS top_k_features, 0.5 AS threshold)
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)
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LIMIT 100
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@ -14,14 +14,14 @@
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* limitations under the License.
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*/
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create or replace model `{project_id}.{dataset}.{model_name}`
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OPTIONS(model_type='{model_type}',
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input_label_cols=['has_purchased'],
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enable_global_explain=TRUE,
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CREATE OR REPLACE MODEL `{project_id}.{dataset}.{model_name}`
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OPTIONS(MODEL_TYPE='{model_type}',
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INPUT_LABEL_COLS=['has_purchased'],
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ENABLE_GLOBAL_EXPLAIN=TRUE,
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MODEL_REGISTRY='VERTEX_AI',
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data_split_method = 'RANDOM',
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data_split_eval_fraction = {split_fraction}
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) as
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select * except (session_id, session_starting_ts, user_id)
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from `{project_id}.{dataset}.ecommerce_abt_table`
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where extract(ISOYEAR from session_starting_ts) = 2022
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DATA_SPLIT_METHOD = 'RANDOM',
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DATA_SPLIT_EVAL_FRACTION = {split_fraction}
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) AS
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SELECT * EXCEPT (session_id, session_starting_ts, user_id)
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FROM `{project_id}.{dataset}.ecommerce_abt_table`
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WHERE extract(ISOYEAR FROM session_starting_ts) = 2022
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