120 lines
4.3 KiB
Python
120 lines
4.3 KiB
Python
import json
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from pathlib import Path
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import click
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import build_observed_products
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import build_purchases
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import review_products
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from layer_helpers import read_csv_rows, write_csv_rows
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SUMMARY_FIELDS = ["stage", "count"]
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def read_rows_if_exists(path):
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path = Path(path)
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if not path.exists():
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return []
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return read_csv_rows(path)
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def build_status_summary(
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giant_orders,
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giant_items,
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giant_enriched,
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costco_orders,
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costco_items,
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costco_enriched,
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purchases,
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resolutions,
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):
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enriched_rows = giant_enriched + costco_enriched
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observed_rows = build_observed_products.build_observed_products(enriched_rows)
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queue_rows = review_products.build_review_queue(purchases, resolutions)
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unresolved_purchase_rows = [
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row
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for row in purchases
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if row.get("observed_product_id")
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and not row.get("canonical_product_id")
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and row.get("is_fee") != "true"
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and row.get("is_discount_line") != "true"
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and row.get("is_coupon_line") != "true"
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]
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excluded_rows = [
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row
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for row in purchases
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if row.get("resolution_action") == "exclude"
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]
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linked_purchase_rows = [row for row in purchases if row.get("canonical_product_id")]
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summary = [
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{"stage": "raw_orders", "count": len(giant_orders) + len(costco_orders)},
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{"stage": "raw_items", "count": len(giant_items) + len(costco_items)},
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{"stage": "enriched_items", "count": len(enriched_rows)},
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{"stage": "observed_products", "count": len(observed_rows)},
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{"stage": "review_queue_observed_products", "count": len(queue_rows)},
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{"stage": "canonical_linked_purchase_rows", "count": len(linked_purchase_rows)},
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{"stage": "final_purchase_rows", "count": len(purchases)},
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{"stage": "unresolved_purchase_rows", "count": len(unresolved_purchase_rows)},
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{"stage": "excluded_purchase_rows", "count": len(excluded_rows)},
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{
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"stage": "unresolved_not_in_review_rows",
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"count": len(
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[
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row
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for row in unresolved_purchase_rows
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if row.get("observed_product_id")
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not in {queue_row["observed_product_id"] for queue_row in queue_rows}
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]
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),
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},
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]
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return summary
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@click.command()
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@click.option("--giant-orders-csv", default="data/giant-web/collected_orders.csv", show_default=True)
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@click.option("--giant-items-csv", default="data/giant-web/collected_items.csv", show_default=True)
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@click.option("--giant-enriched-csv", default="data/giant-web/normalized_items.csv", show_default=True)
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@click.option("--costco-orders-csv", default="data/costco-web/collected_orders.csv", show_default=True)
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@click.option("--costco-items-csv", default="data/costco-web/collected_items.csv", show_default=True)
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@click.option("--costco-enriched-csv", default="data/costco-web/normalized_items.csv", show_default=True)
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@click.option("--purchases-csv", default="data/review/purchases.csv", show_default=True)
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@click.option("--resolutions-csv", default="data/review/review_resolutions.csv", show_default=True)
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@click.option("--summary-csv", default="data/review/pipeline_status.csv", show_default=True)
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@click.option("--summary-json", default="data/review/pipeline_status.json", show_default=True)
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def main(
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giant_orders_csv,
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giant_items_csv,
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giant_enriched_csv,
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costco_orders_csv,
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costco_items_csv,
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costco_enriched_csv,
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purchases_csv,
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resolutions_csv,
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summary_csv,
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summary_json,
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):
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summary_rows = build_status_summary(
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read_rows_if_exists(giant_orders_csv),
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read_rows_if_exists(giant_items_csv),
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read_rows_if_exists(giant_enriched_csv),
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read_rows_if_exists(costco_orders_csv),
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read_rows_if_exists(costco_items_csv),
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read_rows_if_exists(costco_enriched_csv),
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read_rows_if_exists(purchases_csv),
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read_rows_if_exists(resolutions_csv),
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)
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write_csv_rows(summary_csv, summary_rows, SUMMARY_FIELDS)
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summary_json_path = Path(summary_json)
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summary_json_path.parent.mkdir(parents=True, exist_ok=True)
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summary_json_path.write_text(json.dumps(summary_rows, indent=2), encoding="utf-8")
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for row in summary_rows:
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click.echo(f"{row['stage']}: {row['count']}")
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if __name__ == "__main__":
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main()
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