diff options
Diffstat (limited to 'src')
| -rw-r--r-- | src/dataframes.py | 37 |
1 files changed, 17 insertions, 20 deletions
diff --git a/src/dataframes.py b/src/dataframes.py index e60123a..ce15872 100644 --- a/src/dataframes.py +++ b/src/dataframes.py @@ -20,14 +20,15 @@ import requests def create_fact_sales_order(dict_of_df): df_sales = dict_of_df["sales_order"] df_sales.index.name = "sales_record_id" - df_sales["created_date"] = pd.to_datetime(df_sales["created_at"], format="%Y-%m-%d") - df_sales["created_time"] = pd.to_datetime(df_sales["created_at"], format="%H-%M-%S") - df_sales["last_updated_date"] = pd.to_datetime( - df_sales["last_updated"], format="%Y-%m-%d" + df_sales["created_date"] = pd.to_datetime( + df_sales["created_at"].dt.date, format="%Y-%m-%d" ) - df_sales["last_updated_time"] = pd.to_datetime( - df_sales["last_updated"], format="%H-%M-%S" + df_sales["created_time"] = df_sales["created_at"].dt.floor("s").dt.time + df_sales["last_updated_date"] = pd.to_datetime( + df_sales["last_updated"].dt.date, format="%Y-%m-%d" ) + df_sales["last_updated_time"] = df_sales["last_updated"].dt.floor("s").dt.time + df_sales["agreed_delivery_date"] = pd.to_datetime( df_sales["agreed_delivery_date"], format="%Y-%m-%d" ) @@ -45,14 +46,14 @@ 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"] = pd.to_datetime(df_po["created_at"], format="%Y-%m-%d") - df_po["created_time"] = pd.to_datetime(df_po["created_at"], format="%H-%M-%S") - df_po["last_updated_date"] = pd.to_datetime( - df_po["last_updated"], format="%Y-%m-%d" + df_po["created_date"] = pd.to_datetime( + df_po["created_at"].dt.date, format="%Y-%m-%d" ) - df_po["last_updated_time"] = pd.to_datetime( - df_po["last_updated"], format="%H-%M-%S" + df_po["created_time"] = df_po["created_at"].dt.floor("s").dt.time + df_po["last_updated_date"] = pd.to_datetime( + df_po["last_updated"].dt.date, format="%Y-%m-%d" ) + df_po["last_updated_time"] = df_po["last_updated"].dt.floor("s").dt.time df_po["agreed_delivery_date"] = pd.to_datetime( df_po["agreed_delivery_date"], format="%Y-%m-%d" ) @@ -71,17 +72,13 @@ def create_fact_payment(dict_of_df): df_payment = dict_of_df["payment"] df_payment.index.name = "payment_record_id" df_payment["created_date"] = pd.to_datetime( - df_payment["created_at"], format="%Y-%m-%d" - ) - df_payment["created_time"] = pd.to_datetime( - df_payment["created_at"], format="%H-%M-%S" + df_payment["created_at"].dt.date, format="%Y-%m-%d" ) + df_payment["created_time"] = df_payment["created_at"].dt.floor("s").dt.time df_payment["last_updated_date"] = pd.to_datetime( - df_payment["last_updated"], format="%Y-%m-%d" - ) - df_payment["last_updated_time"] = pd.to_datetime( - df_payment["last_updated"], format="%H-%M-%S" + df_payment["last_updated"].dt.date, format="%Y-%m-%d" ) + df_payment["last_updated_time"] = df_payment["last_updated"].dt.floor("s").dt.time df_payment["payment_date"] = pd.to_datetime( df_payment["payment_date"], format="%Y-%m-%d" ) |