diff options
Diffstat (limited to 'src/transform_lambda/dataframes.py')
| -rw-r--r-- | src/transform_lambda/dataframes.py | 19 |
1 files changed, 14 insertions, 5 deletions
diff --git a/src/transform_lambda/dataframes.py b/src/transform_lambda/dataframes.py index e89a6b2..c823b87 100644 --- a/src/transform_lambda/dataframes.py +++ b/src/transform_lambda/dataframes.py @@ -19,7 +19,6 @@ import requests # no test, same as fact_payment def create_fact_sales_order(dict_of_df): df_sales = dict_of_df["sales_order"].rename(columns={"staff_id": "sales_staff_id"}) - df_sales.index.name = "sales_record_id" df_sales["created_date"] = df_sales["created_at"].astype("datetime64[ns]").dt.date df_sales["created_time"] = ( @@ -55,9 +54,11 @@ def create_fact_sales_order(dict_of_df): "agreed_delivery_location_id" ], ] + fact_sales.convert_dtypes() + fact_sales.index = pd.RangeIndex(1, len(fact_sales.index) + 1) + fact_sales.index.name = "sales_record_id" fact_sales.reset_index(inplace=True) - - + fact_sales.dropna(inplace=True) return fact_sales @@ -66,7 +67,6 @@ def create_fact_sales_order(dict_of_df): def create_fact_purchase_orders(dict_of_df): df_po = dict_of_df["purchase_order"] - df_po.index.name = "purchase_record_id" df_po["created_date"] = df_po["created_at"].astype("datetime64[ns]").dt.date df_po["created_time"] = ( df_po["created_at"].astype("datetime64[ns]").dt.floor("s").dt.time @@ -100,7 +100,11 @@ def create_fact_purchase_orders(dict_of_df): ] ] + fact_purchase_order.convert_dtypes() + fact_purchase_order.index = pd.RangeIndex(1, len(fact_purchase_order.index) + 1) + fact_purchase_order.index.name = "purchase_record_id" fact_purchase_order.reset_index(inplace=True) + fact_purchase_order.dropna(inplace=True) return fact_purchase_order @@ -109,7 +113,6 @@ def create_fact_purchase_orders(dict_of_df): def create_fact_payment(dict_of_df): df_payment = dict_of_df["payment"] - df_payment.index.name = "payment_record_id" df_payment["created_date"] = ( df_payment["created_at"].astype("datetime64[ns]").dt.date ) @@ -141,7 +144,12 @@ def create_fact_payment(dict_of_df): "payment_date" ] ] + fact_payment.convert_dtypes() + fact_payment.index = pd.RangeIndex(1, len(fact_payment.index) + 1) + fact_payment.index.name = "payment_record_id" fact_payment.reset_index(inplace=True) + fact_payment.dropna(inplace=True) + fact_payment = fact_payment.astype({'currency_id':'int','payment_id':'int'}) return fact_payment @@ -157,6 +165,7 @@ def create_dim_transaction(dict_of_df): "purchase_order_id" ] ] + #dim_transaction = dim_transaction.astype({"sales_order_id":"Int64","purchase_order_id":"Int64"}) return dim_transaction |