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4 changes: 4 additions & 0 deletions data_pipeline/stages/assemble_validated_events.py
Original file line number Diff line number Diff line change
Expand Up @@ -59,6 +59,8 @@ def merge_data(tables: dict) -> pd.DataFrame:
df_payments, on="order_id", how="left"
)

df_merged = df_merged.rename(columns={"payment_value": "order_revenue"})

if len(df_merged) != len(df_orders):
raise RuntimeError("Cardinality violation detected: expected 1 row per order")

Expand Down Expand Up @@ -136,6 +138,7 @@ def freeze_schema(df: pd.DataFrame) -> pd.DataFrame:

ENFORCED_SCHEMA = [
"order_id",
"order_revenue",
"seller_id",
"product_id",
"order_status",
Expand All @@ -153,6 +156,7 @@ def freeze_schema(df: pd.DataFrame) -> pd.DataFrame:

ENFORCED_DTYPES = {
"order_id": "string",
"order_revenue": "float64",
"seller_id": "string",
"product_id": "string",
"order_status": "string",
Expand Down
2 changes: 2 additions & 0 deletions tests/stages/test_assemble_validated_events.py
Original file line number Diff line number Diff line change
Expand Up @@ -84,6 +84,7 @@ def valid_derived_df():
dtype="string",
),
"seller_id": pd.Series(["seller1", "seller2"], dtype="string"),
"order_revenue": pd.Series([12.34, 56.78], dtype="float64"),
"product_id": pd.Series(["prod1", "prod2"], dtype="string"),
"order_status": pd.Series(["delivered", "cancelled"], dtype="string"),
"order_purchase_timestamp": pd.Series(
Expand Down Expand Up @@ -243,6 +244,7 @@ def test_freeze_schema_enforces_strict_schema_success(valid_derived_df):

expected_dtypes = {
"order_id": "string",
"order_revenue": "float64",
"seller_id": "string",
"product_id": "string",
"order_status": "string",
Expand Down