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-rw-r--r--tests/helpers.py472
1 files changed, 472 insertions, 0 deletions
diff --git a/tests/helpers.py b/tests/helpers.py
index bab4da0..30aeff7 100644
--- a/tests/helpers.py
+++ b/tests/helpers.py
@@ -133,3 +133,475 @@ TPCH_SCHEMA = {
"r_comment": "string",
},
}
+
+TPCDS_SCHEMA = {
+ "catalog_sales": {
+ "cs_sold_date_sk": "bigint",
+ "cs_sold_time_sk": "bigint",
+ "cs_ship_date_sk": "bigint",
+ "cs_bill_customer_sk": "bigint",
+ "cs_bill_cdemo_sk": "bigint",
+ "cs_bill_hdemo_sk": "bigint",
+ "cs_bill_addr_sk": "bigint",
+ "cs_ship_customer_sk": "bigint",
+ "cs_ship_cdemo_sk": "bigint",
+ "cs_ship_hdemo_sk": "bigint",
+ "cs_ship_addr_sk": "bigint",
+ "cs_call_center_sk": "bigint",
+ "cs_catalog_page_sk": "bigint",
+ "cs_ship_mode_sk": "bigint",
+ "cs_warehouse_sk": "bigint",
+ "cs_item_sk": "bigint",
+ "cs_promo_sk": "bigint",
+ "cs_order_number": "bigint",
+ "cs_quantity": "bigint",
+ "cs_wholesale_cost": "double",
+ "cs_list_price": "double",
+ "cs_sales_price": "double",
+ "cs_ext_discount_amt": "double",
+ "cs_ext_sales_price": "double",
+ "cs_ext_wholesale_cost": "double",
+ "cs_ext_list_price": "double",
+ "cs_ext_tax": "double",
+ "cs_coupon_amt": "double",
+ "cs_ext_ship_cost": "double",
+ "cs_net_paid": "double",
+ "cs_net_paid_inc_tax": "double",
+ "cs_net_paid_inc_ship": "double",
+ "cs_net_paid_inc_ship_tax": "double",
+ "cs_net_profit": "double",
+ },
+ "catalog_returns": {
+ "cr_returned_date_sk": "bigint",
+ "cr_returned_time_sk": "bigint",
+ "cr_item_sk": "bigint",
+ "cr_refunded_customer_sk": "bigint",
+ "cr_refunded_cdemo_sk": "bigint",
+ "cr_refunded_hdemo_sk": "bigint",
+ "cr_refunded_addr_sk": "bigint",
+ "cr_returning_customer_sk": "bigint",
+ "cr_returning_cdemo_sk": "bigint",
+ "cr_returning_hdemo_sk": "bigint",
+ "cr_returning_addr_sk": "bigint",
+ "cr_call_center_sk": "bigint",
+ "cr_catalog_page_sk": "bigint",
+ "cr_ship_mode_sk": "bigint",
+ "cr_warehouse_sk": "bigint",
+ "cr_reason_sk": "bigint",
+ "cr_order_number": "bigint",
+ "cr_return_quantity": "bigint",
+ "cr_return_amount": "double",
+ "cr_return_tax": "double",
+ "cr_return_amt_inc_tax": "double",
+ "cr_fee": "double",
+ "cr_return_ship_cost": "double",
+ "cr_refunded_cash": "double",
+ "cr_reversed_charge": "double",
+ "cr_store_credit": "double",
+ "cr_net_loss": "double",
+ },
+ "inventory": {
+ "inv_date_sk": "bigint",
+ "inv_item_sk": "bigint",
+ "inv_warehouse_sk": "bigint",
+ "inv_quantity_on_hand": "bigint",
+ },
+ "store_sales": {
+ "ss_sold_date_sk": "bigint",
+ "ss_sold_time_sk": "bigint",
+ "ss_item_sk": "bigint",
+ "ss_customer_sk": "bigint",
+ "ss_cdemo_sk": "bigint",
+ "ss_hdemo_sk": "bigint",
+ "ss_addr_sk": "bigint",
+ "ss_store_sk": "bigint",
+ "ss_promo_sk": "bigint",
+ "ss_ticket_number": "bigint",
+ "ss_quantity": "bigint",
+ "ss_wholesale_cost": "double",
+ "ss_list_price": "double",
+ "ss_sales_price": "double",
+ "ss_ext_discount_amt": "double",
+ "ss_ext_sales_price": "double",
+ "ss_ext_wholesale_cost": "double",
+ "ss_ext_list_price": "double",
+ "ss_ext_tax": "double",
+ "ss_coupon_amt": "double",
+ "ss_net_paid": "double",
+ "ss_net_paid_inc_tax": "double",
+ "ss_net_profit": "double",
+ },
+ "store_returns": {
+ "sr_returned_date_sk": "bigint",
+ "sr_return_time_sk": "bigint",
+ "sr_item_sk": "bigint",
+ "sr_customer_sk": "bigint",
+ "sr_cdemo_sk": "bigint",
+ "sr_hdemo_sk": "bigint",
+ "sr_addr_sk": "bigint",
+ "sr_store_sk": "bigint",
+ "sr_reason_sk": "bigint",
+ "sr_ticket_number": "bigint",
+ "sr_return_quantity": "bigint",
+ "sr_return_amt": "double",
+ "sr_return_tax": "double",
+ "sr_return_amt_inc_tax": "double",
+ "sr_fee": "double",
+ "sr_return_ship_cost": "double",
+ "sr_refunded_cash": "double",
+ "sr_reversed_charge": "double",
+ "sr_store_credit": "double",
+ "sr_net_loss": "double",
+ },
+ "web_sales": {
+ "ws_sold_date_sk": "bigint",
+ "ws_sold_time_sk": "bigint",
+ "ws_ship_date_sk": "bigint",
+ "ws_item_sk": "bigint",
+ "ws_bill_customer_sk": "bigint",
+ "ws_bill_cdemo_sk": "bigint",
+ "ws_bill_hdemo_sk": "bigint",
+ "ws_bill_addr_sk": "bigint",
+ "ws_ship_customer_sk": "bigint",
+ "ws_ship_cdemo_sk": "bigint",
+ "ws_ship_hdemo_sk": "bigint",
+ "ws_ship_addr_sk": "bigint",
+ "ws_web_page_sk": "bigint",
+ "ws_web_site_sk": "bigint",
+ "ws_ship_mode_sk": "bigint",
+ "ws_warehouse_sk": "bigint",
+ "ws_promo_sk": "bigint",
+ "ws_order_number": "bigint",
+ "ws_quantity": "bigint",
+ "ws_wholesale_cost": "double",
+ "ws_list_price": "double",
+ "ws_sales_price": "double",
+ "ws_ext_discount_amt": "double",
+ "ws_ext_sales_price": "double",
+ "ws_ext_wholesale_cost": "double",
+ "ws_ext_list_price": "double",
+ "ws_ext_tax": "double",
+ "ws_coupon_amt": "double",
+ "ws_ext_ship_cost": "double",
+ "ws_net_paid": "double",
+ "ws_net_paid_inc_tax": "double",
+ "ws_net_paid_inc_ship": "double",
+ "ws_net_paid_inc_ship_tax": "double",
+ "ws_net_profit": "double",
+ },
+ "web_returns": {
+ "wr_returned_date_sk": "bigint",
+ "wr_returned_time_sk": "bigint",
+ "wr_item_sk": "bigint",
+ "wr_refunded_customer_sk": "bigint",
+ "wr_refunded_cdemo_sk": "bigint",
+ "wr_refunded_hdemo_sk": "bigint",
+ "wr_refunded_addr_sk": "bigint",
+ "wr_returning_customer_sk": "bigint",
+ "wr_returning_cdemo_sk": "bigint",
+ "wr_returning_hdemo_sk": "bigint",
+ "wr_returning_addr_sk": "bigint",
+ "wr_web_page_sk": "bigint",
+ "wr_reason_sk": "bigint",
+ "wr_order_number": "bigint",
+ "wr_return_quantity": "bigint",
+ "wr_return_amt": "double",
+ "wr_return_tax": "double",
+ "wr_return_amt_inc_tax": "double",
+ "wr_fee": "double",
+ "wr_return_ship_cost": "double",
+ "wr_refunded_cash": "double",
+ "wr_reversed_charge": "double",
+ "wr_account_credit": "double",
+ "wr_net_loss": "double",
+ },
+ "call_center": {
+ "cc_call_center_sk": "bigint",
+ "cc_call_center_id": "string",
+ "cc_rec_start_date": "string",
+ "cc_rec_end_date": "string",
+ "cc_closed_date_sk": "bigint",
+ "cc_open_date_sk": "bigint",
+ "cc_name": "string",
+ "cc_class": "string",
+ "cc_employees": "bigint",
+ "cc_sq_ft": "bigint",
+ "cc_hours": "string",
+ "cc_manager": "string",
+ "cc_mkt_id": "bigint",
+ "cc_mkt_class": "string",
+ "cc_mkt_desc": "string",
+ "cc_market_manager": "string",
+ "cc_division": "bigint",
+ "cc_division_name": "string",
+ "cc_company": "bigint",
+ "cc_company_name": "string",
+ "cc_street_number": "string",
+ "cc_street_name": "string",
+ "cc_street_type": "string",
+ "cc_suite_number": "string",
+ "cc_city": "string",
+ "cc_county": "string",
+ "cc_state": "string",
+ "cc_zip": "string",
+ "cc_country": "string",
+ "cc_gmt_offset": "double",
+ "cc_tax_percentage": "double",
+ },
+ "catalog_page": {
+ "cp_catalog_page_sk": "bigint",
+ "cp_catalog_page_id": "string",
+ "cp_start_date_sk": "bigint",
+ "cp_end_date_sk": "bigint",
+ "cp_department": "string",
+ "cp_catalog_number": "bigint",
+ "cp_catalog_page_number": "bigint",
+ "cp_description": "string",
+ "cp_type": "string",
+ },
+ "customer": {
+ "c_customer_sk": "bigint",
+ "c_customer_id": "string",
+ "c_current_cdemo_sk": "bigint",
+ "c_current_hdemo_sk": "bigint",
+ "c_current_addr_sk": "bigint",
+ "c_first_shipto_date_sk": "bigint",
+ "c_first_sales_date_sk": "bigint",
+ "c_salutation": "string",
+ "c_first_name": "string",
+ "c_last_name": "string",
+ "c_preferred_cust_flag": "string",
+ "c_birth_day": "bigint",
+ "c_birth_month": "bigint",
+ "c_birth_year": "bigint",
+ "c_birth_country": "string",
+ "c_login": "string",
+ "c_email_address": "string",
+ "c_last_review_date": "string",
+ },
+ "customer_address": {
+ "ca_address_sk": "bigint",
+ "ca_address_id": "string",
+ "ca_street_number": "string",
+ "ca_street_name": "string",
+ "ca_street_type": "string",
+ "ca_suite_number": "string",
+ "ca_city": "string",
+ "ca_county": "string",
+ "ca_state": "string",
+ "ca_zip": "string",
+ "ca_country": "string",
+ "ca_gmt_offset": "double",
+ "ca_location_type": "string",
+ },
+ "customer_demographics": {
+ "cd_demo_sk": "bigint",
+ "cd_gender": "string",
+ "cd_marital_status": "string",
+ "cd_education_status": "string",
+ "cd_purchase_estimate": "bigint",
+ "cd_credit_rating": "string",
+ "cd_dep_count": "bigint",
+ "cd_dep_employed_count": "bigint",
+ "cd_dep_college_count": "bigint",
+ },
+ "date_dim": {
+ "d_date_sk": "bigint",
+ "d_date_id": "string",
+ "d_date": "string",
+ "d_month_seq": "bigint",
+ "d_week_seq": "bigint",
+ "d_quarter_seq": "bigint",
+ "d_year": "bigint",
+ "d_dow": "bigint",
+ "d_moy": "bigint",
+ "d_dom": "bigint",
+ "d_qoy": "bigint",
+ "d_fy_year": "bigint",
+ "d_fy_quarter_seq": "bigint",
+ "d_fy_week_seq": "bigint",
+ "d_day_name": "string",
+ "d_quarter_name": "string",
+ "d_holiday": "string",
+ "d_weekend": "string",
+ "d_following_holiday": "string",
+ "d_first_dom": "bigint",
+ "d_last_dom": "bigint",
+ "d_same_day_ly": "bigint",
+ "d_same_day_lq": "bigint",
+ "d_current_day": "string",
+ "d_current_week": "string",
+ "d_current_month": "string",
+ "d_current_quarter": "string",
+ "d_current_year": "string",
+ },
+ "household_demographics": {
+ "hd_demo_sk": "bigint",
+ "hd_income_band_sk": "bigint",
+ "hd_buy_potential": "string",
+ "hd_dep_count": "bigint",
+ "hd_vehicle_count": "bigint",
+ },
+ "income_band": {
+ "ib_income_band_sk": "bigint",
+ "ib_lower_bound": "bigint",
+ "ib_upper_bound": "bigint",
+ },
+ "item": {
+ "i_item_sk": "bigint",
+ "i_item_id": "string",
+ "i_rec_start_date": "string",
+ "i_rec_end_date": "string",
+ "i_item_desc": "string",
+ "i_current_price": "double",
+ "i_wholesale_cost": "double",
+ "i_brand_id": "bigint",
+ "i_brand": "string",
+ "i_class_id": "bigint",
+ "i_class": "string",
+ "i_category_id": "bigint",
+ "i_category": "string",
+ "i_manufact_id": "bigint",
+ "i_manufact": "string",
+ "i_size": "string",
+ "i_formulation": "string",
+ "i_color": "string",
+ "i_units": "string",
+ "i_container": "string",
+ "i_manager_id": "bigint",
+ "i_product_name": "string",
+ },
+ "promotion": {
+ "p_promo_sk": "bigint",
+ "p_promo_id": "string",
+ "p_start_date_sk": "bigint",
+ "p_end_date_sk": "bigint",
+ "p_item_sk": "bigint",
+ "p_cost": "double",
+ "p_response_target": "bigint",
+ "p_promo_name": "string",
+ "p_channel_dmail": "string",
+ "p_channel_email": "string",
+ "p_channel_catalog": "string",
+ "p_channel_tv": "string",
+ "p_channel_radio": "string",
+ "p_channel_press": "string",
+ "p_channel_event": "string",
+ "p_channel_demo": "string",
+ "p_channel_details": "string",
+ "p_purpose": "string",
+ "p_discount_active": "string",
+ },
+ "reason": {"r_reason_sk": "bigint", "r_reason_id": "string", "r_reason_desc": "string"},
+ "ship_mode": {
+ "sm_ship_mode_sk": "bigint",
+ "sm_ship_mode_id": "string",
+ "sm_type": "string",
+ "sm_code": "string",
+ "sm_carrier": "string",
+ "sm_contract": "string",
+ },
+ "store": {
+ "s_store_sk": "bigint",
+ "s_store_id": "string",
+ "s_rec_start_date": "string",
+ "s_rec_end_date": "string",
+ "s_closed_date_sk": "bigint",
+ "s_store_name": "string",
+ "s_number_employees": "bigint",
+ "s_floor_space": "bigint",
+ "s_hours": "string",
+ "s_manager": "string",
+ "s_market_id": "bigint",
+ "s_geography_class": "string",
+ "s_market_desc": "string",
+ "s_market_manager": "string",
+ "s_division_id": "bigint",
+ "s_division_name": "string",
+ "s_company_id": "bigint",
+ "s_company_name": "string",
+ "s_street_number": "string",
+ "s_street_name": "string",
+ "s_street_type": "string",
+ "s_suite_number": "string",
+ "s_city": "string",
+ "s_county": "string",
+ "s_state": "string",
+ "s_zip": "string",
+ "s_country": "string",
+ "s_gmt_offset": "double",
+ "s_tax_precentage": "double",
+ },
+ "time_dim": {
+ "t_time_sk": "bigint",
+ "t_time_id": "string",
+ "t_time": "bigint",
+ "t_hour": "bigint",
+ "t_minute": "bigint",
+ "t_second": "bigint",
+ "t_am_pm": "string",
+ "t_shift": "string",
+ "t_sub_shift": "string",
+ "t_meal_time": "string",
+ },
+ "warehouse": {
+ "w_warehouse_sk": "bigint",
+ "w_warehouse_id": "string",
+ "w_warehouse_name": "string",
+ "w_warehouse_sq_ft": "bigint",
+ "w_street_number": "string",
+ "w_street_name": "string",
+ "w_street_type": "string",
+ "w_suite_number": "string",
+ "w_city": "string",
+ "w_county": "string",
+ "w_state": "string",
+ "w_zip": "string",
+ "w_country": "string",
+ "w_gmt_offset": "double",
+ },
+ "web_page": {
+ "wp_web_page_sk": "bigint",
+ "wp_web_page_id": "string",
+ "wp_rec_start_date": "string",
+ "wp_rec_end_date": "string",
+ "wp_creation_date_sk": "bigint",
+ "wp_access_date_sk": "bigint",
+ "wp_autogen_flag": "string",
+ "wp_customer_sk": "bigint",
+ "wp_url": "string",
+ "wp_type": "string",
+ "wp_char_count": "bigint",
+ "wp_link_count": "bigint",
+ "wp_image_count": "bigint",
+ "wp_max_ad_count": "bigint",
+ },
+ "web_site": {
+ "web_site_sk": "bigint",
+ "web_site_id": "string",
+ "web_rec_start_date": "string",
+ "web_rec_end_date": "string",
+ "web_name": "string",
+ "web_open_date_sk": "bigint",
+ "web_close_date_sk": "bigint",
+ "web_class": "string",
+ "web_manager": "string",
+ "web_mkt_id": "bigint",
+ "web_mkt_class": "string",
+ "web_mkt_desc": "string",
+ "web_market_manager": "string",
+ "web_company_id": "bigint",
+ "web_company_name": "string",
+ "web_street_number": "string",
+ "web_street_name": "string",
+ "web_street_type": "string",
+ "web_suite_number": "string",
+ "web_city": "string",
+ "web_county": "string",
+ "web_state": "string",
+ "web_zip": "string",
+ "web_country": "string",
+ "web_gmt_offset": "string",
+ "web_tax_percentage": "double",
+ },
+}