diff --git a/.gitignore b/.gitignore
deleted file mode 100644
index ec55f99..0000000
--- a/.gitignore
+++ /dev/null
@@ -1,5 +0,0 @@
-.DS_STORE
-results/
-*.png
-*.zip
-*.xlsx
\ No newline at end of file
diff --git a/006-LaunchPresto.sh b/006-LaunchPresto.sh
deleted file mode 100755
index 6ffb4c2..0000000
--- a/006-LaunchPresto.sh
+++ /dev/null
@@ -1,42 +0,0 @@
-# Creates a small dataproc cluster for benchmarking
-# Be sure to delete the cluster created in 1-LaunchDataproc.sh before running this
-set -e
-
-# Create master instance
-gcloud compute \
-      --project "digital-arbor-400" \
-      instances create "tpcds-presto-m" \
-      --zone "us-central1-f" \
-      --machine-type "n2-highmem-32" \
-      --image-project "ubuntu-os-cloud" \
-      --image "ubuntu-1804-bionic-v20200218" \
-      --metadata "PrestoRole=Master,PrestoMaster=tpcds-presto-m" \
-      --metadata-from-file "startup-script=Presto.sh" \
-      --boot-disk-size "10" \
-      --local-ssd interface=NVME --local-ssd interface=NVME --local-ssd interface=NVME --local-ssd interface=NVME \
-      --local-ssd interface=NVME --local-ssd interface=NVME --local-ssd interface=NVME --local-ssd interface=NVME 
-
-# Create worker instance group
-gcloud compute \
-      --project "digital-arbor-400" \
-      instance-templates delete "presto-worker" \
-      --quiet \
-      || echo "...ignoring error"
-gcloud compute \
-      --project "digital-arbor-400" \
-      instance-templates create "presto-worker" \
-      --machine-type "n2-highmem-32" \
-      --image-project "ubuntu-os-cloud" \
-      --image "ubuntu-1804-bionic-v20200218" \
-      --metadata "PrestoRole=Worker,PrestoMaster=tpcds-presto-m" \
-      --metadata-from-file "startup-script=Presto.sh" \
-      --boot-disk-size "10" \
-      --local-ssd interface=NVME --local-ssd interface=NVME --local-ssd interface=NVME --local-ssd interface=NVME \
-      --local-ssd interface=NVME --local-ssd interface=NVME --local-ssd interface=NVME --local-ssd interface=NVME 
-gcloud compute \
-      --project "digital-arbor-400" \
-      instance-groups managed create "tpcds-presto-w" \
-      --zone "us-central1-f" \
-      --base-instance-name "tpcds-presto-w" \
-      --template "presto-worker" \
-      --size "3"
\ No newline at end of file
diff --git a/007-ConnectPresto.sh b/007-ConnectPresto.sh
deleted file mode 100755
index 5f26c44..0000000
--- a/007-ConnectPresto.sh
+++ /dev/null
@@ -1,10 +0,0 @@
-# Copy benchmarking files to Presto master and connect
-zip -r presto.zip \
-      Warmup.sql \
-      PrestoTiming.sql \
-      100-PopulatePresto.sh \
-      101-BenchmarkPresto.sh \
-      102-PrestoTiming.sql \
-      query
-gcloud compute --project "digital-arbor-400" scp presto.zip tpcds-presto-m:~ 
-gcloud compute --project "digital-arbor-400" ssh tpcds-presto-m 
\ No newline at end of file
diff --git a/100-PopulatePresto.sh b/100-PopulatePresto.sh
deleted file mode 100755
index c1fff3c..0000000
--- a/100-PopulatePresto.sh
+++ /dev/null
@@ -1,768 +0,0 @@
-set -e
-
-# Create external tables in Hive pointing to GCS
-export LOCATION=gs://fivetran-benchmark/tpcds_1000_dat
-
-hive <<EOF
-create database tpcds;
-
-create external table tpcds.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 int, cc_sq_ft int, cc_hours string, cc_manager string, cc_mkt_id int, cc_mkt_class string, cc_mkt_desc string, cc_market_manager string, cc_division int, cc_division_name string, cc_company int, 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)
-row format delimited fields terminated by '|' lines terminated by '\n'
-location '${LOCATION}/call_center';
-
-create external table tpcds.catalog_page
-(cp_catalog_page_sk bigint, cp_catalog_page_id string, cp_start_date_sk bigint, cp_end_date_sk bigint, cp_department string, cp_catalog_number int, cp_catalog_page_number int, cp_description string, cp_type string)
-row format delimited fields terminated by '|' lines terminated by '\n'
-location '${LOCATION}/catalog_page';
-
-create external table tpcds.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 int, 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)
-row format delimited fields terminated by '|' lines terminated by '\n'
-location '${LOCATION}/catalog_returns';
-
-create external table tpcds.catalog_sales
-(cs_sold_date_sk bigint, cs_sold_time_sk bigint, cs_ship_date_sk bigint, cs_bill_customer_sk bigint, cs_bill_cdemo_sk bigint, cs_bill_hdemo_sk bigint, cs_bill_addr_sk bigint, cs_ship_customer_sk bigint, cs_ship_cdemo_sk bigint, cs_ship_hdemo_sk bigint, cs_ship_addr_sk bigint, cs_call_center_sk bigint, cs_catalog_page_sk bigint, cs_ship_mode_sk bigint, cs_warehouse_sk bigint, cs_item_sk bigint, cs_promo_sk bigint, cs_order_number bigint, cs_quantity int, cs_wholesale_cost double, cs_list_price double, cs_sales_price double, cs_ext_discount_amt double, cs_ext_sales_price double, cs_ext_wholesale_cost double, cs_ext_list_price double, cs_ext_tax double, cs_coupon_amt double, cs_ext_ship_cost double, cs_net_paid double, cs_net_paid_inc_tax double, cs_net_paid_inc_ship double, cs_net_paid_inc_ship_tax double, cs_net_profit double)
-row format delimited fields terminated by '|' lines terminated by '\n'
-location '${LOCATION}/catalog_sales';
-
-create external table tpcds.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)
-row format delimited fields terminated by '|' lines terminated by '\n'
-location '${LOCATION}/customer_address';
-
-create external table tpcds.customer_demographics
-(cd_demo_sk bigint, cd_gender string, cd_marital_status string, cd_education_status string, cd_purchase_estimate int, cd_credit_rating string, cd_dep_count int, cd_dep_employed_count int, cd_dep_college_count int )
-row format delimited fields terminated by '|' lines terminated by '\n'
-location '${LOCATION}/customer_demographics';
-
-create external table tpcds.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 int, c_birth_month int, c_birth_year int, c_birth_country string, c_login string, c_email_address string, c_last_review_date string)
-row format delimited fields terminated by '|' lines terminated by '\n'
-location '${LOCATION}/customer';
-
-create external table tpcds.date_dim
-(d_date_sk bigint, d_date_id string, d_date string, d_month_seq int, d_week_seq int, d_quarter_seq int, d_year int, d_dow int, d_moy int, d_dom int, d_qoy int, d_fy_year int, d_fy_quarter_seq int, d_fy_week_seq int, d_day_name string, d_quarter_name string, d_holiday string, d_weekend string, d_following_holiday string, d_first_dom int, d_last_dom int, d_same_day_ly int, d_same_day_lq int, d_current_day string, d_current_week string, d_current_month string, d_current_quarter string, d_current_year string )
-row format delimited fields terminated by '|' lines terminated by '\n'
-location '${LOCATION}/date_dim';
-
-create external table tpcds.household_demographics
-(hd_demo_sk bigint, hd_income_band_sk bigint, hd_buy_potential string, hd_dep_count int, hd_vehicle_count int)
-row format delimited fields terminated by '|' lines terminated by '\n'
-location '${LOCATION}/household_demographics';
-
-create external table tpcds.income_band(ib_income_band_sk bigint, ib_lower_bound int, ib_upper_bound int)
-row format delimited fields terminated by '|' lines terminated by '\n'
-location '${LOCATION}/income_band';
-
-create external table tpcds.inventory
-(inv_date_sk bigint, inv_item_sk bigint, inv_warehouse_sk bigint, inv_quantity_on_hand int)
-row format delimited fields terminated by '|' lines terminated by '\n'
-location '${LOCATION}/inventory';
-
-create external table tpcds.item
-(i_item_sk bigint, i_item_id string, i_rec_start_date string, i_rec_end_date string, i_item_desc string, i_current_price double, i_wholesale_cost double, i_brand_id int, i_brand string, i_class_id int, i_class string, i_category_id int, i_category string, i_manufact_id int, i_manufact string, i_size string, i_formulation string, i_color string, i_units string, i_container string, i_manager_id int, i_product_name string)
-row format delimited fields terminated by '|' lines terminated by '\n'
-location '${LOCATION}/item';
-
-create external table tpcds.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 int, 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 )
-row format delimited fields terminated by '|' lines terminated by '\n'
-location '${LOCATION}/promotion';
-
-create external table tpcds.reason(r_reason_sk bigint, r_reason_id string, r_reason_desc string )
-row format delimited fields terminated by '|' lines terminated by '\n'
-location '${LOCATION}/reason';
-
-create external table tpcds.ship_mode(sm_ship_mode_sk bigint, sm_ship_mode_id string, sm_type string, sm_code string, sm_carrier string, sm_contract string )
-row format delimited fields terminated by '|' lines terminated by '\n'
-location '${LOCATION}/ship_mode';
-
-create external table tpcds.store_returns
-(sr_returned_date_sk bigint, sr_return_time_sk bigint, sr_item_sk bigint, sr_customer_sk bigint, sr_cdemo_sk bigint, sr_hdemo_sk bigint, sr_addr_sk bigint, sr_store_sk bigint, sr_reason_sk bigint, sr_ticket_number bigint, sr_return_quantity int, sr_return_amt double, sr_return_tax double, sr_return_amt_inc_tax double, sr_fee double, sr_return_ship_cost double, sr_refunded_cash double, sr_reversed_charge double, sr_store_credit double, sr_net_loss double )
-row format delimited fields terminated by '|' lines terminated by '\n'
-location '${LOCATION}/store_returns';
-
-create external table tpcds.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 int, 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 )
-row format delimited fields terminated by '|' lines terminated by '\n'
-location '${LOCATION}/store_sales';
-
-create external table tpcds.store
-(s_store_sk bigint, s_store_id string, s_rec_start_date string, s_rec_end_date string, s_closed_date_sk bigint, s_store_name string, s_number_employees int, s_floor_space int, s_hours string, s_manager string, s_market_id int, s_geography_class string, s_market_desc string, s_market_manager string, s_division_id int, s_division_name string, s_company_id int, s_company_name string, s_street_number string, s_street_name string, s_street_type string, s_suite_number string, s_city string, s_county string, s_state string, s_zip string, s_country string, s_gmt_offset double, s_tax_precentage double )
-row format delimited fields terminated by '|' lines terminated by '\n'
-location '${LOCATION}/store';
-
-create external table tpcds.time_dim
-(t_time_sk bigint, t_time_id string, t_time int, t_hour int, t_minute int, t_second int, t_am_pm string, t_shift string, t_sub_shift string, t_meal_time string)
-row format delimited fields terminated by '|' lines terminated by '\n'
-location '${LOCATION}/time_dim';
-
-create external table tpcds.warehouse(w_warehouse_sk bigint, w_warehouse_id string, w_warehouse_name string, w_warehouse_sq_ft int, w_street_number string, w_street_name string, w_street_type string, w_suite_number string, w_city string, w_county string, w_state string, w_zip string, w_country string, w_gmt_offset double )
-row format delimited fields terminated by '|' lines terminated by '\n'
-location '${LOCATION}/warehouse';
-
-create external table tpcds.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 int, wp_link_count int, wp_image_count int, wp_max_ad_count int)
-row format delimited fields terminated by '|' lines terminated by '\n'
-location '${LOCATION}/web_page';
-
-create external table tpcds.web_returns
-(wr_returned_date_sk bigint, wr_returned_time_sk bigint, wr_item_sk bigint, wr_refunded_customer_sk bigint, wr_refunded_cdemo_sk bigint, wr_refunded_hdemo_sk bigint, wr_refunded_addr_sk bigint, wr_returning_customer_sk bigint, wr_returning_cdemo_sk bigint, wr_returning_hdemo_sk bigint, wr_returning_addr_sk bigint, wr_web_page_sk bigint, wr_reason_sk bigint, wr_order_number bigint, wr_return_quantity int, wr_return_amt double, wr_return_tax double, wr_return_amt_inc_tax double, wr_fee double, wr_return_ship_cost double, wr_refunded_cash double, wr_reversed_charge double, wr_account_credit double, wr_net_loss double)
-row format delimited fields terminated by '|' lines terminated by '\n'
-location '${LOCATION}/web_returns';
-
-create external table tpcds.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 int, 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)
-row format delimited fields terminated by '|' lines terminated by '\n'
-location '${LOCATION}/web_sales';
-
-create external table tpcds.web_site
-(web_site_sk bigint, web_site_id string, web_rec_start_date string, web_rec_end_date string, web_name string, web_open_date_sk bigint, web_close_date_sk bigint, web_class string, web_manager string, web_mkt_id int, web_mkt_class string, web_mkt_desc string, web_market_manager string, web_company_id int, web_company_name string, web_street_number string, web_street_name string, web_street_type string, web_suite_number string, web_city string, web_county string, web_state string, web_zip string, web_country string, web_gmt_offset double, web_tax_percentage double)
-row format delimited fields terminated by '|' lines terminated by '\n'
-location '${LOCATION}/web_site';
-EOF
-
-# Copy data from GS to HDFS
-cat > PopulateHdfs.sql <<EOF
-create schema tpcds_hdfs;
-
-create table tpcds_hdfs.call_center(
-      cc_call_center_sk         bigint               
-,     cc_call_center_id         varchar              
-,     cc_rec_start_date        varchar                         
-,     cc_rec_end_date          varchar                         
-,     cc_closed_date_sk         bigint                       
-,     cc_open_date_sk           bigint                       
-,     cc_name                   varchar                   
-,     cc_class                  varchar                   
-,     cc_employees              int                       
-,     cc_sq_ft                  int                       
-,     cc_hours                  varchar                      
-,     cc_manager                varchar                   
-,     cc_mkt_id                 int                       
-,     cc_mkt_class              varchar                      
-,     cc_mkt_desc               varchar                  
-,     cc_market_manager         varchar                   
-,     cc_division               int                       
-,     cc_division_name          varchar                   
-,     cc_company                int                       
-,     cc_company_name           varchar                      
-,     cc_street_number          varchar                      
-,     cc_street_name            varchar                   
-,     cc_street_type            varchar                      
-,     cc_suite_number           varchar                      
-,     cc_city                   varchar                   
-,     cc_county                 varchar                   
-,     cc_state                  varchar                       
-,     cc_zip                    varchar                      
-,     cc_country                varchar                   
-,     cc_gmt_offset             double                  
-,     cc_tax_percentage         double
-)
-with (format = 'ORC');
-
-create table tpcds_hdfs.catalog_page(
-      cp_catalog_page_sk        bigint               
-,     cp_catalog_page_id        varchar              
-,     cp_start_date_sk          bigint                       
-,     cp_end_date_sk            bigint                       
-,     cp_department             varchar                   
-,     cp_catalog_number         int                       
-,     cp_catalog_page_number    int                       
-,     cp_description            varchar                  
-,     cp_type                   varchar
-)
-with (format = 'ORC');
-
-create table tpcds_hdfs.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        int,
-    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
-)
-with (format = 'ORC');
-
-create table tpcds_hdfs.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               int,
-    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
-)
-with (format = 'ORC');
-
-create table tpcds_hdfs.customer_address
-(
-    ca_address_sk             bigint,
-    ca_address_id             varchar,
-    ca_street_number          varchar,
-    ca_street_name            varchar,
-    ca_street_type            varchar,
-    ca_suite_number           varchar,
-    ca_city                   varchar,
-    ca_county                 varchar,
-    ca_state                  varchar,
-    ca_zip                    varchar,
-    ca_country                varchar,
-    ca_gmt_offset             double,
-    ca_location_type          varchar
-)
-with (format = 'ORC');
-
-create table tpcds_hdfs.customer_demographics
-(
-    cd_demo_sk                bigint,
-    cd_gender                 varchar,
-    cd_marital_status         varchar,
-    cd_education_status       varchar,
-    cd_purchase_estimate      int,
-    cd_credit_rating          varchar,
-    cd_dep_count              int,
-    cd_dep_employed_count     int,
-    cd_dep_college_count      int 
-)
-with (format = 'ORC');
-
-create table tpcds_hdfs.customer
-(
-    c_customer_sk             bigint,
-    c_customer_id             varchar,
-    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              varchar,
-    c_first_name              varchar,
-    c_last_name               varchar,
-    c_preferred_cust_flag     varchar,
-    c_birth_day               int,
-    c_birth_month             int,
-    c_birth_year              int,
-    c_birth_country           varchar,
-    c_login                   varchar,
-    c_email_address           varchar,
-    c_last_review_date        varchar
-)
-with (format = 'ORC');
-
-create table tpcds_hdfs.date_dim
-(
-    d_date_sk                 bigint,
-    d_date_id                 varchar,
-    d_date                    varchar,
-    d_month_seq               int,
-    d_week_seq                int,
-    d_quarter_seq             int,
-    d_year                    int,
-    d_dow                     int,
-    d_moy                     int,
-    d_dom                     int,
-    d_qoy                     int,
-    d_fy_year                 int,
-    d_fy_quarter_seq          int,
-    d_fy_week_seq             int,
-    d_day_name                varchar,
-    d_quarter_name            varchar,
-    d_holiday                 varchar,
-    d_weekend                 varchar,
-    d_following_holiday       varchar,
-    d_first_dom               int,
-    d_last_dom                int,
-    d_same_day_ly             int,
-    d_same_day_lq             int,
-    d_current_day             varchar,
-    d_current_week            varchar,
-    d_current_month           varchar,
-    d_current_quarter         varchar,
-    d_current_year            varchar 
-)
-with (format = 'ORC');
-
-create table tpcds_hdfs.household_demographics
-(
-    hd_demo_sk                bigint,
-    hd_income_band_sk         bigint,
-    hd_buy_potential          varchar,
-    hd_dep_count              int,
-    hd_vehicle_count          int
-)
-with (format = 'ORC');
-
-create table tpcds_hdfs.income_band(
-      ib_income_band_sk         bigint               
-,     ib_lower_bound            int                       
-,     ib_upper_bound            int
-)
-with (format = 'ORC');
-
-create table tpcds_hdfs.inventory
-(
-    inv_date_sk            bigint,
-    inv_item_sk            bigint,
-    inv_warehouse_sk        bigint,
-    inv_quantity_on_hand    int
-)
-with (format = 'ORC');
-
-create table tpcds_hdfs.item
-(
-    i_item_sk                 bigint,
-    i_item_id                 varchar,
-    i_rec_start_date          varchar,
-    i_rec_end_date            varchar,
-    i_item_desc               varchar,
-    i_current_price           double,
-    i_wholesale_cost          double,
-    i_brand_id                int,
-    i_brand                   varchar,
-    i_class_id                int,
-    i_class                   varchar,
-    i_category_id             int,
-    i_category                varchar,
-    i_manufact_id             int,
-    i_manufact                varchar,
-    i_size                    varchar,
-    i_formulation             varchar,
-    i_color                   varchar,
-    i_units                   varchar,
-    i_container               varchar,
-    i_manager_id              int,
-    i_product_name            varchar
-)
-with (format = 'ORC');
-
-create table tpcds_hdfs.promotion
-(
-    p_promo_sk                bigint,
-    p_promo_id                varchar,
-    p_start_date_sk           bigint,
-    p_end_date_sk             bigint,
-    p_item_sk                 bigint,
-    p_cost                    double,
-    p_response_target         int,
-    p_promo_name              varchar,
-    p_channel_dmail           varchar,
-    p_channel_email           varchar,
-    p_channel_catalog         varchar,
-    p_channel_tv              varchar,
-    p_channel_radio           varchar,
-    p_channel_press           varchar,
-    p_channel_event           varchar,
-    p_channel_demo            varchar,
-    p_channel_details         varchar,
-    p_purpose                 varchar,
-    p_discount_active         varchar 
-)
-with (format = 'ORC');
-
-create table tpcds_hdfs.reason(
-      r_reason_sk               bigint               
-,     r_reason_id               varchar              
-,     r_reason_desc             varchar                
-)
-with (format = 'ORC');
-
-create table tpcds_hdfs.ship_mode(
-      sm_ship_mode_sk           bigint               
-,     sm_ship_mode_id           varchar              
-,     sm_type                   varchar                      
-,     sm_code                   varchar                      
-,     sm_carrier                varchar                      
-,     sm_contract               varchar                      
-)
-with (format = 'ORC');
-
-create table tpcds_hdfs.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        int,
-    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             
-)
-with (format = 'ORC');
-
-create table tpcds_hdfs.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               int,
-    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                  
-)
-with (format = 'ORC');
-
-create table tpcds_hdfs.store
-(
-    s_store_sk                bigint,
-    s_store_id                varchar,
-    s_rec_start_date          varchar,
-    s_rec_end_date            varchar,
-    s_closed_date_sk          bigint,
-    s_store_name              varchar,
-    s_number_employees        int,
-    s_floor_space             int,
-    s_hours                   varchar,
-    s_manager                 varchar,
-    s_market_id               int,
-    s_geography_class         varchar,
-    s_market_desc             varchar,
-    s_market_manager          varchar,
-    s_division_id             int,
-    s_division_name           varchar,
-    s_company_id              int,
-    s_company_name            varchar,
-    s_street_number           varchar,
-    s_street_name             varchar,
-    s_street_type             varchar,
-    s_suite_number            varchar,
-    s_city                    varchar,
-    s_county                  varchar,
-    s_state                   varchar,
-    s_zip                     varchar,
-    s_country                 varchar,
-    s_gmt_offset              double,
-    s_tax_precentage          double                  
-)
-with (format = 'ORC');
-
-create table tpcds_hdfs.time_dim
-(
-    t_time_sk                 bigint,
-    t_time_id                 varchar,
-    t_time                    int,
-    t_hour                    int,
-    t_minute                  int,
-    t_second                  int,
-    t_am_pm                   varchar,
-    t_shift                   varchar,
-    t_sub_shift               varchar,
-    t_meal_time               varchar
-)
-with (format = 'ORC');
-
-create table tpcds_hdfs.warehouse(
-      w_warehouse_sk            bigint               
-,     w_warehouse_id            varchar              
-,     w_warehouse_name          varchar                   
-,     w_warehouse_sq_ft         int                       
-,     w_street_number           varchar                      
-,     w_street_name             varchar                   
-,     w_street_type             varchar                      
-,     w_suite_number            varchar                      
-,     w_city                    varchar                   
-,     w_county                  varchar                   
-,     w_state                   varchar                       
-,     w_zip                     varchar                      
-,     w_country                 varchar                   
-,     w_gmt_offset              double                  
-)
-with (format = 'ORC');
-
-create table tpcds_hdfs.web_page(
-      wp_web_page_sk            bigint               
-,     wp_web_page_id            varchar              
-,     wp_rec_start_date        varchar                         
-,     wp_rec_end_date          varchar                         
-,     wp_creation_date_sk       bigint                       
-,     wp_access_date_sk         bigint                       
-,     wp_autogen_flag           varchar                       
-,     wp_customer_sk            bigint                       
-,     wp_url                    varchar                  
-,     wp_type                   varchar                      
-,     wp_char_count             int                       
-,     wp_link_count             int                       
-,     wp_image_count            int                       
-,     wp_max_ad_count           int
-)
-with (format = 'ORC');
-
-create table tpcds_hdfs.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        int,
-    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
-)
-with (format = 'ORC');
-
-create table tpcds_hdfs.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               int,
-    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
-)
-with (format = 'ORC');
-
-create table tpcds_hdfs.web_site
-(
-    web_site_sk           bigint,
-    web_site_id           varchar,
-    web_rec_start_date    varchar,
-    web_rec_end_date      varchar,
-    web_name              varchar,
-    web_open_date_sk      bigint,
-    web_close_date_sk     bigint,
-    web_class             varchar,
-    web_manager           varchar,
-    web_mkt_id            int,
-    web_mkt_class         varchar,
-    web_mkt_desc          varchar,
-    web_market_manager    varchar,
-    web_company_id        int,
-    web_company_name      varchar,
-    web_street_number     varchar,
-    web_street_name       varchar,
-    web_street_type       varchar,
-    web_suite_number      varchar,
-    web_city              varchar,
-    web_county            varchar,
-    web_state             varchar,
-    web_zip               varchar,
-    web_country           varchar,
-    web_gmt_offset        double,
-    web_tax_percentage    double
-)
-with (format = 'ORC');
-
-insert into tpcds_hdfs.call_center
-select * from tpcds.call_center;
-
-insert into tpcds_hdfs.catalog_page
-select * from tpcds.catalog_page;
-
-insert into tpcds_hdfs.catalog_returns
-select * from tpcds.catalog_returns;
-
-insert into tpcds_hdfs.catalog_sales
-select * from tpcds.catalog_sales;
-
-insert into tpcds_hdfs.customer_address
-select * from tpcds.customer_address;
-
-insert into tpcds_hdfs.customer_demographics
-select * from tpcds.customer_demographics;
-
-insert into tpcds_hdfs.customer
-select * from tpcds.customer;
-
-insert into tpcds_hdfs.date_dim
-select * from tpcds.date_dim;
-
-insert into tpcds_hdfs.household_demographics
-select * from tpcds.household_demographics;
-
-insert into tpcds_hdfs.income_band
-select * from tpcds.income_band;
-
-insert into tpcds_hdfs.inventory
-select * from tpcds.inventory;
-
-insert into tpcds_hdfs.item
-select * from tpcds.item;
-
-insert into tpcds_hdfs.promotion
-select * from tpcds.promotion;
-
-insert into tpcds_hdfs.reason
-select * from tpcds.reason;
-
-insert into tpcds_hdfs.ship_mode
-select * from tpcds.ship_mode;
-
-insert into tpcds_hdfs.store_returns
-select * from tpcds.store_returns;
-
-insert into tpcds_hdfs.store_sales
-select * from tpcds.store_sales;
-
-insert into tpcds_hdfs.store
-select * from tpcds.store;
-
-insert into tpcds_hdfs.time_dim
-select * from tpcds.time_dim;
-
-insert into tpcds_hdfs.warehouse
-select * from tpcds.warehouse;
-
-insert into tpcds_hdfs.web_page
-select * from tpcds.web_page;
-
-insert into tpcds_hdfs.web_returns
-select * from tpcds.web_returns;
-
-insert into tpcds_hdfs.web_sales
-select * from tpcds.web_sales;
-
-insert into tpcds_hdfs.web_site
-select * from tpcds.web_site;
-EOF
-presto --catalog hive --progress --file PopulateHdfs.sql
-
-# Generate statistics for HDFS tables in Hive 
-cat > ComputeStatistics.sql <<EOF
-analyze tpcds_hdfs.call_center;
-analyze tpcds_hdfs.catalog_page;
-analyze tpcds_hdfs.catalog_returns;
-analyze tpcds_hdfs.catalog_sales;
-analyze tpcds_hdfs.customer_address;
-analyze tpcds_hdfs.customer_demographics;
-analyze tpcds_hdfs.customer;
-analyze tpcds_hdfs.date_dim;
-analyze tpcds_hdfs.household_demographics;
-analyze tpcds_hdfs.income_band;
-analyze tpcds_hdfs.inventory;
-analyze tpcds_hdfs.item;
-analyze tpcds_hdfs.promotion;
-analyze tpcds_hdfs.reason;
-analyze tpcds_hdfs.ship_mode;
-analyze tpcds_hdfs.store_returns;
-analyze tpcds_hdfs.store_sales;
-analyze tpcds_hdfs.store;
-analyze tpcds_hdfs.time_dim;
-analyze tpcds_hdfs.warehouse;
-analyze tpcds_hdfs.web_page;
-analyze tpcds_hdfs.web_returns;
-analyze tpcds_hdfs.web_sales;
-analyze tpcds_hdfs.web_site;
-EOF
-presto --catalog hive --progress --file ComputeStatistics.sql
\ No newline at end of file
diff --git a/101-BenchmarkPresto.sh b/101-BenchmarkPresto.sh
deleted file mode 100755
index 4f3c16c..0000000
--- a/101-BenchmarkPresto.sh
+++ /dev/null
@@ -1,14 +0,0 @@
-# Run all TPCDS queries on Presto
-# Query presto for runtimes after you are done
-set -e 
-
-# Warmup
-echo "Warmup.sql"
-presto --catalog hive --schema tpcds_hdfs -f Warmup.sql > /dev/null
-
-# Run each query
-ls query/*.sql | while read f;
-do 
-  echo "$f"
-  presto --catalog hive --schema tpcds_hdfs -f $f > /dev/null
-done
\ No newline at end of file
diff --git a/102-PrestoTiming.sh b/102-PrestoTiming.sh
deleted file mode 100755
index 8741408..0000000
--- a/102-PrestoTiming.sh
+++ /dev/null
@@ -1,10 +0,0 @@
-cat > PrestoTiming.sql <<EOF
-select substring(regexp_split(query, '\n')[1], 1, 20) as q, date_diff('millisecond', created, "end")/1000.0 as total
-from system.runtime.queries 
-where state = 'FINISHED' 
-and source = 'presto-cli'
-order by "end";
-EOF
-
-presto --catalog hive --file PrestoTiming.sql > Presto.csv
-# gcloud compute scp tpcds-presto-m:~/Presto.csv Presto.csv
\ No newline at end of file
diff --git a/400-PopulateBigQuery.sh b/400-PopulateBigQuery.sh
index 536ab08..1579d01 100755
--- a/400-PopulateBigQuery.sh
+++ b/400-PopulateBigQuery.sh
@@ -1,8 +1,8 @@
 #!/bin/bash
 # Load into BQ
-export PROJECT=fivetran-bq-reserved
+export PROJECT=billing-333723
 export GS_BASE=fivetran-benchmark/tpcds_1000_dat
-export DATASET=tpcds_1000
+export DATASET=tpcds
 
 set -e
 
diff --git a/401-BenchmarkBigQuery.sh b/401-BenchmarkBigQuery.sh
index 4866a4c..60ea562 100755
--- a/401-BenchmarkBigQuery.sh
+++ b/401-BenchmarkBigQuery.sh
@@ -3,8 +3,8 @@
 # NOTE: you will need to install https://www.npmjs.com/package/json to run this script
 set -e
 
-export PROJECT=fivetran-bq-reserved
-export DATASET=tpcds_1000
+export PROJECT=billing-333723
+export DATASET=tpcds
 
 # Warm-up
 echo 'Warmup.sql...'
diff --git a/Presto.sh b/Presto.sh
deleted file mode 100644
index 3b641ce..0000000
--- a/Presto.sh
+++ /dev/null
@@ -1,398 +0,0 @@
-#!/bin/bash
-#    Copyright 2015 Google, Inc.
-#
-#    Licensed under the Apache License, Version 2.0 (the "License");
-#    you may not use this file except in compliance with the License.
-#    You may obtain a copy of the License at
-#
-#        http://www.apache.org/licenses/LICENSE-2.0
-#
-#    Unless required by applicable law or agreed to in writing, software
-#    distributed under the License is distributed on an "AS IS" BASIS,
-#    WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-#    See the License for the specific language governing permissions and
-#    limitations under the License.
-set -x -e
-
-# Variables for running this script
-ROLE=$(curl -H 'Metadata-Flavor: Google' http://metadata.google.internal/computeMetadata/v1/instance/attributes/PrestoRole)
-MASTER=$(curl -H 'Metadata-Flavor: Google' http://metadata.google.internal/computeMetadata/v1/instance/attributes/PrestoMaster)
-HTTP_PORT="8080"
-INSTANCE_VCPUS=32
-INSTANCE_MEMORY=256000
-TASK_CONCURRENCY=$(( ${INSTANCE_VCPUS} ))
-PRESTO_JVM_MB=$(( ${INSTANCE_MEMORY} * 7 / 10 ))
-QUERY_MAX_TOTAL_MEMORY_PER_NODE_MB=$(( ${PRESTO_JVM_MB} * 7 / 10 ))
-QUERY_MAX_MEMORY_PER_NODE_MB=$(( ${QUERY_MAX_TOTAL_MEMORY_PER_NODE_MB} / 2 ))
-
-# Prevents "Too many open files"
-ulimit -n 30000
-
-# Configure local ssd
-for i in 1 2 3 4 5 6 7 8
-do 
-  mkfs.ext4 -F /dev/nvme0n$i
-  mkdir -p /mnt/disks/ssd$i
-  mount /dev/nvme0n$i /mnt/disks/ssd$i
-  chmod a+w /mnt/disks/ssd$i
-done
-
-# Install Java
-apt-get update
-apt-get install openjdk-8-jre-headless -y
-export JAVA_HOME=/usr/lib/jvm/java-1.8.0-openjdk-amd64/
-echo 'export JAVA_HOME=/usr/lib/jvm/java-1.8.0-openjdk-amd64/' >> /etc/bash.bashrc
-
-# Install python, zip
-apt-get install python zip -y
-
-# Install Hadoop
-wget -q http://mirrors.sonic.net/apache/hadoop/common/hadoop-2.10.0/hadoop-2.10.0.tar.gz
-tar -zxf hadoop-2.10.0.tar.gz
-mv hadoop-2.10.0 hadoop
-export PATH=/hadoop/bin:$PATH
-echo 'PATH=/hadoop/bin:$PATH' >> /etc/bash.bashrc
-
-# Tell Hadoop where to store data
-cat > /hadoop/etc/hadoop/hdfs-site.xml <<EOF
-<configuration>
-  <property>
-    <name>dfs.datanode.data.dir</name>
-    <value>/mnt/disks/ssd1,/mnt/disks/ssd2,/mnt/disks/ssd3,/mnt/disks/ssd4,/mnt/disks/ssd5,/mnt/disks/ssd6,/mnt/disks/ssd7,/mnt/disks/ssd8</value>
-    <description>Comma separated list of paths on the local filesystem of a DataNode where it should store its blocks.</description>
-  </property>
-
-  <property>
-    <name>dfs.namenode.name.dir</name>
-    <value>/hadoop/dfs/name</value>
-    <description>Path on the local filesystem where the NameNode stores the namespace and transaction logs persistently.</description>
-  </property>
-
-  <property>
-    <name>dfs.replication</name>
-    <value>1</value>
-  </property>
-</configuration>
-EOF
-
-cat > /hadoop/etc/hadoop/yarn-site.xml <<EOF
-<?xml version="1.0"?>
-<configuration>  
-  <property>    
-    <name>yarn.resourcemanager.hostname</name>    
-    <value>${MASTER}</value>  
-  </property>
-  <property>
-    <name>yarn.nodemanager.vmem-check-enabled</name>
-    <value>false</value>
-  </property>
-  <property>
-    <description>
-      The maximum allocation for every container request at the RM, in
-      terms of virtual CPU cores. Requests higher than this won't take
-      effect, and will get capped to this value.
-    </description>
-    <name>yarn.scheduler.maximum-allocation-vcores</name>
-    <value>32000</value>
-  </property>
-  <property>
-    <name>yarn.nodemanager.resource.memory-mb</name>
-    <value>$(( ${INSTANCE_MEMORY} * 8 / 10 ))</value>
-  </property>
-  <property>
-    <name>yarn.scheduler.minimum-allocation-mb</name>
-    <value>1024</value>
-  </property>
-  <property>
-    <name>yarn.nodemanager.resource.cpu-vcores</name>
-    <value>${INSTANCE_VCPUS}</value>
-    <description>
-      Number of vcores that can be allocated for containers. This is used by
-      the RM scheduler when allocating resources for containers. This is not
-      used to limit the number of physical cores used by YARN containers.
-    </description>
-  </property>
-  <property>
-    <name>yarn.scheduler.maximum-allocation-mb</name>
-    <value>$(( ${INSTANCE_MEMORY} * 8 / 10 ))</value>
-  </property>
-  <property>
-    <name>yarn.nodemanager.aux-services</name>
-    <value>mapreduce_shuffle</value>
-  </property>
-</configuration> 
-EOF
-
-cat > /hadoop/etc/hadoop/mapred-site.xml <<EOF
-<?xml version="1.0"?>
-<configuration>
-  <property>
-    <name>mapreduce.map.memory.mb</name>
-    <value>1024</value>
-  </property>
-  <property>
-    <name>mapreduce.reduce.memory.mb</name>
-    <value>3072</value>
-  </property>
-  <property>
-    <name>mapreduce.framework.name</name>
-    <value>yarn</value>
-  </property>
-    <property>
-    <name>mapreduce.reduce.java.opts</name>
-    <value>-Xmx2457m</value>
-  </property>
-  <property>
-    <name>mapreduce.map.java.opts</name>
-    <value>-Xmx819m</value>
-  </property>
-  <property>
-    <name>mapreduce.task.io.sort.mb</name>
-    <value>256</value>
-  </property>
-</configuration>
-EOF
-
-# Tell Hadoop where the hdfs name node lives
-cat > /hadoop/etc/hadoop/core-site.xml <<EOF
-<configuration>
-  <property>
-    <name>fs.defaultFS</name>
-    <value>hdfs://${MASTER}/</value>
-    <description>NameNode URI</description>
-  </property>
-
-  <property>
-    <name>fs.gs.metadata.cache.directory</name>
-    <value>/hadoop_gcs_connector_metadata_cache</value>
-    <description>
-      Only used if fs.gs.metadata.cache.type is FILESYSTEM_BACKED, specifies
-      the local path to use as the base path for storing mirrored GCS metadata.
-      Must be an absolute path, must be a directory, and must be fully
-      readable/writable/executable by any user running processes which use the
-      GCS connector.
-    </description>
-  </property>
-  <property>
-    <name>fs.gs.impl</name>
-    <value>com.google.cloud.hadoop.fs.gcs.GoogleHadoopFileSystem</value>
-    <description>The FileSystem for gs: (GCS) uris.</description>
-  </property>
-  <property>
-    <name>fs.gs.project.id</name>
-    <value>digital-arbor-400</value>
-    <description>
-      Google Cloud Project ID with access to configured GCS buckets.
-    </description>
-  </property>
-    <property>
-    <name>fs.gs.metadata.cache.enable</name>
-    <value>false</value>
-  </property>
-  <property>
-    <name>fs.gs.implicit.dir.infer.enable</name>
-    <value>true</value>
-    <description>
-      If set, we create and return in-memory directory objects on the fly when
-      no backing object exists, but we know there are files with the same
-      prefix.
-    </description>
-  </property>
-  <property>
-    <name>fs.gs.application.name.suffix</name>
-    <value>-hadoop</value>
-    <description>
-      Appended to the user-agent header for API requests to GCS to help identify
-      the traffic as coming from Dataproc.
-    </description>
-  </property>
-  <property>
-    <name>fs.AbstractFileSystem.gs.impl</name>
-    <value>com.google.cloud.hadoop.fs.gcs.GoogleHadoopFS</value>
-    <description>The AbstractFileSystem for gs: (GCS) uris.</description>
-  </property>
-  <property>
-    <name>fs.gs.metadata.cache.type</name>
-    <value>FILESYSTEM_BACKED</value>
-    <description>
-      Specifies which implementation of DirectoryListCache to use for
-      supplementing GCS API &amp;amp;quot;list&amp;amp;quot; requests. Supported
-      implementations:       IN_MEMORY: Enforces immediate consistency within
-      same Java process.       FILESYSTEM_BACKED: Enforces consistency across
-      all cooperating processes       pointed at the same local mirror
-      directory, which may be an NFS directory       for massively-distributed
-      coordination.
-    </description>
-  </property>
-  <property>
-    <name>fs.gs.block.size</name>
-    <value>134217728</value>
-  </property>
-</configuration>
-EOF
-
-# Install google cloud storage connector
-wget -q https://storage.googleapis.com/hadoop-lib/gcs/gcs-connector-latest-hadoop2.jar -O /hadoop/share/hadoop/common/lib/gcs-connector-latest-hadoop2.jar
-mkdir /hadoop_gcs_connector_metadata_cache
-
-if [[ "${ROLE}" == 'Master' ]]; then
-## Start HDFS daemons
-# Format the namenode directory (DO THIS ONLY ONCE, THE FIRST TIME)
-/hadoop/bin/hdfs namenode -format
-# Start the namenode daemon
-/hadoop/sbin/hadoop-daemon.sh start namenode
-
-## Start YARN daemons
-# Start the resourcemanager daemon
-/hadoop/sbin/yarn-daemon.sh start resourcemanager
-fi
-
-# Start the nodemanager daemon
-/hadoop/sbin/yarn-daemon.sh start nodemanager
-# Start the datanode daemon
-/hadoop/sbin/hadoop-daemon.sh start datanode
-
-# Install Hive
-wget -q http://mirrors.sonic.net/apache/hive/hive-2.3.6/apache-hive-2.3.6-bin.tar.gz
-tar -zxf apache-hive-2.3.6-bin.tar.gz
-mv apache-hive-2.3.6-bin /hive
-export PATH=/hive/bin:$PATH
-echo 'PATH=/hive/bin:$PATH' >> /etc/bash.bashrc
-
-# Configure hive
-cat > /hive/conf/hive-site.xml <<EOF 
-<?xml version="1.0" encoding="UTF-8" standalone="no"?>
-<?xml-stylesheet type="text/xsl" href="configuration.xsl"?>  
-<configuration>
-  <property>
-    <name>javax.jdo.option.ConnectionURL</name>
-    <value>jdbc:postgresql://localhost/metastore</value>
-  </property>
-
-  <property>
-    <name>javax.jdo.option.ConnectionDriverName</name>
-    <value>org.postgresql.Driver</value>
-  </property>
-
-  <property>
-    <name>javax.jdo.option.ConnectionUserName</name>
-    <value>hiveuser</value>
-  </property>
-
-  <property>
-    <name>javax.jdo.option.ConnectionPassword</name>
-    <value>mypassword</value>
-  </property>
-
-  <property>
-    <name>datanucleus.autoCreateSchema</name>
-    <value>false</value>
-  </property>
-
-  <property>
-    <name>hive.metastore.uris</name>
-    <value>thrift://${MASTER}:9083</value>
-    <description>IP address (or fully-qualified domain name) and port of the metastore host</description>
-  </property>
-</configuration>
-EOF
-
-if [[ "${ROLE}" == 'Master' ]]; then
-hadoop fs -mkdir -p /tmp
-hadoop fs -mkdir -p /user/hive/warehouse
-hadoop fs -chmod a+w /tmp
-hadoop fs -chmod a+w /user/hive/warehouse
-
-# Install postgres for our metastore
-apt-get install -y postgresql
-service postgresql start
-sudo -u postgres psql <<EOF
-CREATE USER hiveuser WITH PASSWORD 'mypassword';
-CREATE DATABASE metastore;
-EOF
-
-schematool -dbType postgres -initSchema
-
-# Start hive metastore service
-screen -S hive-metastore -d -m hive --service metastore
-fi
-
-# Download and unpack Presto server
-wget -q https://repo1.maven.org/maven2/io/prestosql/presto-server/329/presto-server-329.tar.gz
-tar -zxf presto-server-329.tar.gz
-mv presto-server-329 presto
-
-# Install cli
-if [[ "${ROLE}" == 'Master' ]]; then
-wget -q https://repo1.maven.org/maven2/io/prestosql/presto-cli/329/presto-cli-329-executable.jar -O /usr/bin/presto
-chmod a+x /usr/bin/presto
-fi
-
-# Copy GCS connector
-# TODO fiddle with caching options in https://github.com/GoogleCloudPlatform/bigdata-interop/blob/master/gcs/src/main/java/com/google/cloud/hadoop/fs/gcs/GoogleHadoopFileSystemBase.java
-wget -q https://storage.googleapis.com/hadoop-lib/gcs/gcs-connector-latest-hadoop2.jar -O presto/plugin/hive-hadoop2/gcs-connector-latest-hadoop2.jar 
-
-# Configure Presto
-mkdir -p presto/etc/catalog
-
-cat > /presto/etc/node.properties <<EOF
-node.environment=production
-node.id=$(uuidgen)
-node.data-dir=/var/presto/data
-EOF
-
-# Configure hive metastore
-cat > /presto/etc/catalog/hive.properties <<EOF
-connector.name=hive-hadoop2
-hive.metastore.uri=thrift://${MASTER}:9083
-hive.non-managed-table-writes-enabled=true
-EOF
-
-# Configure JVM
-cat > /presto/etc/jvm.config <<EOF
--server
--Xmx${PRESTO_JVM_MB}m
--XX:-UseBiasedLocking
--XX:+UseG1GC
--XX:G1HeapRegionSize=32M
--XX:+ExplicitGCInvokesConcurrent
--XX:+ExitOnOutOfMemoryError
--XX:+UseGCOverheadLimit
--XX:+HeapDumpOnOutOfMemoryError
--XX:ReservedCodeCacheSize=512M
--Djdk.attach.allowAttachSelf=true
--Djdk.nio.maxCachedBufferSize=2000000
-
--Dhive.config.resources=/hadoop/etc/hadoop/core-site.xml
--Djava.library.path=/hadoop/lib/native/:/usr/lib/
-EOF
-
-if [[ "${ROLE}" == 'Master' ]]; then
-	# Configure master properties
-cat > /presto/etc/config.properties <<EOF
-coordinator=true
-node-scheduler.include-coordinator=true
-discovery-server.enabled=true
-http-server.http.port=${HTTP_PORT}
-query.max-memory=99TB
-query.max-total-memory-per-node=${QUERY_MAX_TOTAL_MEMORY_PER_NODE_MB}MB
-query.max-memory-per-node=${QUERY_MAX_MEMORY_PER_NODE_MB}MB
-discovery.uri=http://${MASTER}:${HTTP_PORT}
-query.max-history=1000
-task.concurrency=${TASK_CONCURRENCY}
-EOF
-else
-cat > /presto/etc/config.properties <<EOF
-coordinator=false
-http-server.http.port=${HTTP_PORT}
-query.max-memory=99TB
-query.max-total-memory-per-node=${QUERY_MAX_TOTAL_MEMORY_PER_NODE_MB}MB
-query.max-memory-per-node=${QUERY_MAX_MEMORY_PER_NODE_MB}MB
-discovery.uri=http://${MASTER}:${HTTP_PORT}
-query.max-history=1000
-task.concurrency=${TASK_CONCURRENCY}
-EOF
-fi
-
-# Start presto
-presto/bin/launcher start
\ No newline at end of file
diff --git a/PrestoShutdown.sh b/PrestoShutdown.sh
deleted file mode 100644
index 65dc658..0000000
--- a/PrestoShutdown.sh
+++ /dev/null
@@ -1,15 +0,0 @@
-#!/bin/bash
-curl -H 'Content-Type: application/json' -X PUT -d '"SHUTTING_DOWN"' http://localhost:8080/v1/info/state
-
-HOSTNAME=\"$(hostname)\"
-
-# Wait for all tasks to finish running
-while true; do 
-    STATE=$(curl http://localhost:8080/v1/info/state)
-    TASKS=$(curl http://localhost:8080/v1/task)
-    gcloud logging write presto-shutdown "{\"hostname\":$HOSTNAME,\"state\":$STATE,\"tasks\":$TASKS}" --payload-type json
-    sleep 1
-    if [ $TASKS = '[]' ]; then 
-        exit 0
-    fi
-done
\ No newline at end of file
diff --git a/README.md b/README.md
index ba3f78f..55c1c27 100644
--- a/README.md
+++ b/README.md
@@ -1,19 +1,72 @@
 # Results
 https://fivetran.com/blog/warehouse-benchmark
 
-# Design
-This is based on the TPC-DS benchmark, a standard data warehouse benchmark that uses lots of joins, aggregations and subqueries.
-The TPC-DS queries have been modified somewhat to improve portability across implementations, and eliminate the use of obscure SQL features like grouping-sets.
-We generated 1 TB of data, which contains about 4 billion rows in the largest fact table.
-We used the following warehouse configurations:
-
-|           | Configuration       | Cost / Hour |
-|-----------|---------------------|-------------|
-| Redshift  | 5x ra3.4xlarge      | $16.30      |
-| Snowflake | Large               | $16.00      |
-| Presto    | 4x n2-highmem-32    | $8.02       |
-| BigQuery  | Flat-rate 500 slots | $13.70      |
-
-# Usage
-These scripts are intended to be manually copy-pasted into various terminals.
-You can skip steps 1-4 since gs://fivetran-benchmark and s3://fivetran-benchmark are already populated.
+# Overview
+The 2022 benchmark revisits the 2020 Fivetran benchmark with some new additions to respond to the ever-evolving data stack. Namely, we are expanding the benchmark to include the use of dbt. dbt “is a data transformation tool that enables data analysts and engineers to transform, test and document data in the cloud data warehouse.” By benchmarking results run through dbt, we are able to more accurately reflect the performance likely to be seen by the majority of users.
+
+There are many variables present in a benchmark: What kind of data was used? How much? How were the queries run? We seek to standardize as many of these variables as possible, providing a consistent and repeatable way to emulate the behavior of typical workloads within each warehouse. In doing so, Brooklyn Data Co. has run this year's benchmark through the console of each warehouse, but more importantly, has also used dbt to orchestrate and run the queries used. 
+
+It is important to note that the only criteria evaluated in this benchmarking exercise are query time and cost. These are not and should not be the sole criteria when evaluating a warehouse. 
+
+
+# Configuration
+Our goal was to set up each warehouse so that there was general comparability across each warehouse from a computational perspective. While it’s impossible to do an exact comparison of warehouses due to the design choices of each, our goal was to select each warehouse to be as closely comparable to the others as possible from a compute standpoint. We chose large warehouse configurations to run each benchmark workload on: 
+
+| Warehouse | Configuration       | Cost / Hour | Pricing Strcuture | Region
+|-----------|---------------------|-------------|-------------------|------------
+| Redshift  | 5x ra3.4xlarge      | $16.30      | On-demand         | US-East-1
+| Snowflake | Large               | $16.00      | Standard Tier     | US-East-1
+| Databricks| m5d.24xlarge        | $15.14      | Pay as you go     | US-East-1C
+| BigQuery  | Flat-rate 500 slots | $16.44      | Flat rate         | US (Compute & Storage)
+| Azure Synapse | DW25000c        | $30.00      | On-demand         | East US
+
+
+# Methodology
+
+## What data was used? 
+We generated the TPC-DS data set at 1TB scale and used the same generated data in every warehouse. These data were loaded into each warehouse at the beginning of the exercise (we did not use pre-baked datasets, such as the dataset Snowflake offers when creating a new account). TPC-DS has 24 tables in a snowflake schema; the tables represent web, catalog, and store sales of an imaginary retailer. The largest fact table had roughly 3 billion rows. Below is the row and column count per table used in the benchmark: 
+
+| Table Name           | Table Rows         | Table Column Count
+|----------------------|--------------------|-------------------
+|call_center           |42                  | 31
+|catalog_page          |30,000              |9
+|catalog_returns       |143,996,756         |27
+|catalog_sales         |1,439,980,416       |34
+|customer              |12,000,000          |18
+|customer_address      |6,000,000           |13
+|customer_demographics |1,920,800           |9
+|date_dim              |73,049              |28
+|household_demographics|7,200               |5
+|income_band           |20                  |3
+|inventory             |783,000,00          |4
+|item                  |300,000             |22
+|promotion             |1,500               |19
+|reason                |65                  |3
+|ship_mode             |20                  |6
+|store                 |1,002               |29
+|store_returns         |287,999,764         |20
+|store_sales           |2,879,987,999       |23
+|time_dim              |86,400              |10
+|warehouse             |20                  |14
+|web_page              |3,000               |14
+|web_returns           |71,997,52           |24
+|web_sales             |720,000,37          |34
+|web_site              |54                  |26
+
+
+
+## What queries were run? 
+We ran 99 TPC-DS queries in September-March of 2021-2022. These queries are complex: They have lots of joins, aggregations, and subqueries. To prevent the warehouse from caching previous results, we ran each query only once. 
+
+## How did we run the queries? 
+We ran all queries through the native console of each warehouse in the benchmark. For Synapse, we used Azure Data Studio as the console to run queries through. We believe this behavior emulates that of a typical data user. The time for each query was tracked and the geometric mean was calculated across all 99 results in order to arrive at the average time per query in seconds. 
+
+In 2022, we added dbt to the benchmark and used dbt-reported times for both running and orchestrating queries and materializing tables. This decision was made for three reasons. First, by using dbt, we are including an increasingly popular data stack tool that allows warehouse users to have a better understanding of the warehouse performance. Secondly, we used dbt to orchestrate queries, in addition to just running them in the console of each warehouse. Finally, by using dbt, we could more easily open source this benchmarking exercise in the form of a dbt project. 
+
+When running queries through dbt, we used a single thread in order to replicate the original run method of the TPC-DS.
+
+## How did we tune the warehouses? 
+These data warehouses each offer advanced features like sort keys, clustering keys and date partitioning. We chose not to use any of these features in this benchmark. We did apply column compression encodings in Redshift and column store indexing for Synapse; Snowflake, Databricks, and BigQuery apply compression automatically.
+
+We recognize that in many cases, warehouses are tuned and configured for specific use cases. While we encourage this practice, not all warehouses have the same configuration options available. For the sake of consistency and transparency, we opted to run each warehouse on its default settings out of the box, ensuring that they were comparable to the other warehouses in the benchmark.
+
diff --git a/ShutdownPresto.sh b/ShutdownPresto.sh
deleted file mode 100644
index 776195b..0000000
--- a/ShutdownPresto.sh
+++ /dev/null
@@ -1,11 +0,0 @@
-
-gcloud compute \
-      --project "digital-arbor-400" \
-      instances delete "tpcds-presto-m" \
-      --zone "us-central1-f" \
-      --quiet &
-gcloud compute \
-      --project "digital-arbor-400" \
-      instance-groups managed delete "tpcds-presto-w" \
-      --zone "us-central1-f" \
-      --quiet
\ No newline at end of file
diff --git a/dbt/.editorconfig b/dbt/.editorconfig
new file mode 100644
index 0000000..d2abb58
--- /dev/null
+++ b/dbt/.editorconfig
@@ -0,0 +1,13 @@
+# EditorConfig helps maintain consistent file formats: https://editorconfig.org/
+root = true
+
+[*]
+indent_style = space
+indent_size = 4
+end_of_line = lf
+charset = utf-8
+trim_trailing_whitespace = true
+insert_final_newline = true
+
+[*.yml]
+indent_size = 2
\ No newline at end of file
diff --git a/dbt/.gitignore b/dbt/.gitignore
new file mode 100644
index 0000000..2685968
--- /dev/null
+++ b/dbt/.gitignore
@@ -0,0 +1,8 @@
+target/
+dbt_packages/
+logs/
+.tox/
+
+.DS_Store
+desktop.ini
+venv
diff --git a/dbt/README.md b/dbt/README.md
new file mode 100644
index 0000000..d8170a7
--- /dev/null
+++ b/dbt/README.md
@@ -0,0 +1,85 @@
+# Fivetran's TPCS Benchmark dbt Project
+
+This dbt project has been created to run benchmarks against Snowflake, BigQuery, Redshift, Databricks and Azure Synapse.
+
+There are two materializations which can be used: query and table. The query materialization is designed to emulate just-in-time query workloads such as BI tools and ad-hoc analysis. The table materialization emulates a batch data processing workload, as it writes the output of each query to a table.
+
+## Setup
+
+### Install dbt adapters
+
+The tested dbt package versions to run each benchmark are:
+```
+dbt-databricks==1.0.1
+dbt-redshift==1.0.0
+dbt-bigquery==1.0.0
+dbt-snowflake==1.0.0
+dbt-synapse==1.0.2b1
+```
+
+We recommend using [dbtenv](https://github.com/brooklyn-data/dbtenv) to easily switch between adapter versions. Alternatively, a virtual environment could be created for each.
+
+#### Synapse
+For the Synapse dbt adapter to function, install the Microsoft SQL ODBC driver:
+
+```
+brew install msodbcsql17 mssql-tools
+```
+
+### Configure profiles.yml
+
+See `example-profiles.yml` for an example dbt profile configuration for the project. See https://docs.getdbt.com/dbt-cli/configure-your-profile for more information on configuring your profile. Note that the thread count for each target is set to 1 in order to run the queries sequentially per the TPC-DS standard benchmark.
+
+### Load the benchmark data into the warehouse
+
+A TPC-DS dataset is hosted by Fivetran in a [public GCP bucket](https://console.cloud.google.com/storage/browser/fivetran-benchmark). Load this data into the warehouse(s) you are testing.
+
+## Running the benchmarks
+
+### Choosing the warehouse to run against
+
+Specify the name of the target in `profiles.yml` for the desired warehouse using the `--target` dbt argument:
+
+```
+dbt run --target redshift # This would run against the target named 'redshift' in profiles.yml
+dbt run --target bigquery # This would run against the target named 'bigquery' in profiles.yml
+```
+
+### Choosing query vs table materialization
+The choice of query vs table materialization is made via a variable named 'run_mode':
+
+```
+dbt run --vars '{"run_mode": "query"}' # runs the benchmark using the query materialization
+dbt run --vars '{"run_mode": "table"}' # runs the benchmark using the table materialization
+```
+
+### Specifying the TPC-DS dataset location
+
+
+If the database and schema containg the TPC-DS dataset differs from the database and schema set in the `profiles.yml` entry for the warehouse you're testing, set the following variables when running `dbt run`:
+
+```
+dataset_database
+dataset_schema
+```
+
+For example, if running on redshift with the query materialization, and the TPC-DS dataset is in a database named 'data' and schema named 'tpcds', you'd run:
+
+```
+dbt run --target redshift --vars '{"run_mode": "query", "dataset_database": "data", "dataset_schema": "tpcds"}'
+```
+
+## Cross database compatibility notes/caveats
+
+The dbt models have been templated to be cross-database compatible.
+
+## Azure Synapse
+
+Model 67 did not complete in testing, so it is disabled for the Synapse adapter type.
+
+Synapse does not allow `order by` clauses in `create table` DDL statements unless `TOP` or `FOR XML` is also specified. Consequently, the `order by` statements are templated out for the Synapse adapter type when running with the 'table' materialization.
+
+The exact error message returned is:
+```
+The ORDER BY clause is not valid in views, inline functions, derived tables, sub-queries, and common table expressions, unless TOP or FOR XML is also specified.
+```
diff --git a/dbt/dbt_project.yml b/dbt/dbt_project.yml
new file mode 100644
index 0000000..c22a5fe
--- /dev/null
+++ b/dbt/dbt_project.yml
@@ -0,0 +1,23 @@
+
+# Name your project! Project names should contain only lowercase characters
+# and underscores. A good package name should reflect your organization's
+# name or the intended use of these models
+name: 'tpc_ds_benchmark'
+version: '1.0.0'
+config-version: 2
+
+profile: 'fivetran_benchmark'
+
+model-paths: ["models"]
+
+target-path: "target"  # directory which will store compiled SQL files
+clean-targets:         # directories to be removed by `dbt clean`
+    - "target"
+    - "dbt_modules"
+
+
+# Full documentation: https://docs.getdbt.com/docs/configuring-models
+
+models:
+  tpc_ds_benchmark:
+    +materialized: "{{ var('run_mode', 'query') }}" # Default to using the custom 'query' materialization which just runs the query. Can also be set to any other dbt materialization with e.g. dbt run --vars '{"run_mode": "table"}'
diff --git a/dbt/example-profiles.yml b/dbt/example-profiles.yml
new file mode 100644
index 0000000..3316778
--- /dev/null
+++ b/dbt/example-profiles.yml
@@ -0,0 +1,45 @@
+fivetran_benchmark:
+  outputs:
+    snowflake:
+      type: snowflake
+      account: <Snowflake account identifier>
+      user: <username>
+      password: <password>
+      warehouse: <warehouse>
+      database: <database>
+      schema: <schema>
+      threads: 1
+    bigquery:
+      type: bigquery
+      method: oauth
+      database: <GCP Project ID>
+      schema: <dataset name>
+      threads: 1
+    synapse:
+      type: synapse
+      driver: 'ODBC Driver 17 for SQL Server'  # (The ODBC Driver installed on your system)
+      server: <URI for the Synapse instance>
+      port: 1433
+      database: <database>
+      schema: <schema>
+      user: <username>
+      password: <password>
+      threads: 1
+    redshift:
+      type: redshift
+      host: <host>
+      user: <username>
+      password: <password>
+      port: 5439
+      dbname: <database>
+      schema: <schema>
+      threads: 1
+    databricks:
+      type: databricks
+      schema: <schema>
+      host: <host>
+      http_path: <http_path>
+      port: 443
+      token: <token>
+      project: <project>
+      threads: 1
diff --git a/dbt/macros/materialization_query.sql b/dbt/macros/materialization_query.sql
new file mode 100644
index 0000000..cff2825
--- /dev/null
+++ b/dbt/macros/materialization_query.sql
@@ -0,0 +1,9 @@
+{%- materialization query, default -%}
+  -- build model
+  {% call statement('main') -%}
+    {{ sql }}
+  {%- endcall %}
+
+  {{ return({'relations': []}) }}
+
+{%- endmaterialization -%}
diff --git a/dbt/macros/stddev.sql b/dbt/macros/stddev.sql
new file mode 100644
index 0000000..009a84f
--- /dev/null
+++ b/dbt/macros/stddev.sql
@@ -0,0 +1,13 @@
+{% macro stddev(column) -%}
+    {{ return(adapter.dispatch('stddev')(column)) }}
+{%- endmacro %}
+
+
+{% macro default__stddev(column) -%}
+    stddev({{ column }})
+{%- endmacro %}
+
+
+{% macro synapse__stddev(column) %}
+    Stdev({{ column }})
+{% endmacro %}
diff --git a/dbt/macros/substr.sql b/dbt/macros/substr.sql
new file mode 100644
index 0000000..3735741
--- /dev/null
+++ b/dbt/macros/substr.sql
@@ -0,0 +1,18 @@
+{% macro substr(column, start_position, num_characters) -%}
+    {{ return(adapter.dispatch('substr')(column, start_position, num_characters)) }}
+{%- endmacro %}
+
+
+{% macro default__substr(column, start_position, num_characters) -%}
+    substr({{ column }}, {{ start_position }}, {{ num_characters }})
+{%- endmacro %}
+
+
+{% macro redshift__substr(column, start_position, num_characters) %}
+    substring({{ column }}, {{ start_position }}, {{ num_characters }})
+{% endmacro %}
+
+
+{% macro synapse__substr(column, start_position, num_characters) %}
+    substring({{ column }}, {{ start_position }}, {{ num_characters }})
+{% endmacro %}
diff --git a/dbt/models/tpc_ds/query01.sql b/dbt/models/tpc_ds/query01.sql
new file mode 100644
index 0000000..fedabeb
--- /dev/null
+++ b/dbt/models/tpc_ds/query01.sql
@@ -0,0 +1,30 @@
+-- query1
+WITH customer_total_return
+     AS (SELECT sr_customer_sk     AS ctr_customer_sk,
+                sr_store_sk        AS ctr_store_sk,
+                Sum(sr_return_amt) AS ctr_total_return
+         FROM   {{source('src__tpc_ds', 'store_returns')}},
+                {{source('src__tpc_ds', 'date_dim')}}
+         WHERE  sr_returned_date_sk = d_date_sk
+                AND d_year = 2001
+         GROUP  BY sr_customer_sk,
+                   sr_store_sk),
+high_return AS (
+    SELECT ctr_store_sk, Avg(ctr_total_return) * 1.2 AS return_limit
+    FROM   customer_total_return ctr2
+    GROUP BY ctr_store_sk
+)
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} c_customer_id
+FROM   customer_total_return ctr1,
+       {{source('src__tpc_ds', 'store')}},
+       {{source('src__tpc_ds', 'customer')}},
+       high_return
+WHERE  ctr1.ctr_total_return > high_return.return_limit
+       AND s_store_sk = ctr1.ctr_store_sk
+       AND s_state = 'TN'
+       AND ctr1.ctr_customer_sk = c_customer_sk
+       AND ctr1.ctr_store_sk = high_return.ctr_store_sk
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY c_customer_id
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query02.sql b/dbt/models/tpc_ds/query02.sql
new file mode 100644
index 0000000..7f0823a
--- /dev/null
+++ b/dbt/models/tpc_ds/query02.sql
@@ -0,0 +1,81 @@
+-- query2
+WITH wscs
+     AS (SELECT sold_date_sk,
+                sales_price
+         FROM   (SELECT ws_sold_date_sk    sold_date_sk,
+                        ws_ext_sales_price sales_price
+                 FROM   {{source('src__tpc_ds', 'web_sales')}}) as ws
+         UNION ALL
+         (SELECT cs_sold_date_sk    sold_date_sk,
+                 cs_ext_sales_price sales_price
+          FROM   {{source('src__tpc_ds', 'catalog_sales')}})),
+     wswscs
+     AS (SELECT d_week_seq,
+                Sum(CASE
+                      WHEN ( d_day_name = 'Sunday' ) THEN sales_price
+                      ELSE NULL
+                    END) sun_sales,
+                Sum(CASE
+                      WHEN ( d_day_name = 'Monday' ) THEN sales_price
+                      ELSE NULL
+                    END) mon_sales,
+                Sum(CASE
+                      WHEN ( d_day_name = 'Tuesday' ) THEN sales_price
+                      ELSE NULL
+                    END) tue_sales,
+                Sum(CASE
+                      WHEN ( d_day_name = 'Wednesday' ) THEN sales_price
+                      ELSE NULL
+                    END) wed_sales,
+                Sum(CASE
+                      WHEN ( d_day_name = 'Thursday' ) THEN sales_price
+                      ELSE NULL
+                    END) thu_sales,
+                Sum(CASE
+                      WHEN ( d_day_name = 'Friday' ) THEN sales_price
+                      ELSE NULL
+                    END) fri_sales,
+                Sum(CASE
+                      WHEN ( d_day_name = 'Saturday' ) THEN sales_price
+                      ELSE NULL
+                    END) sat_sales
+         FROM   wscs,
+                {{source('src__tpc_ds', 'date_dim')}}
+         WHERE  d_date_sk = sold_date_sk
+         GROUP  BY d_week_seq)
+SELECT d_week_seq1,
+       Round(sun_sales1 / sun_sales2, 2) as rnd_sun_sales1,
+       Round(mon_sales1 / mon_sales2, 2) as rnd_mon_sales1,
+       Round(tue_sales1 / tue_sales2, 2) as rnd_tue_sales1,
+       Round(wed_sales1 / wed_sales2, 2) as rnd_wed_sales1,
+       Round(thu_sales1 / thu_sales2, 2) as rnd_thu_sales1,
+       Round(fri_sales1 / fri_sales2, 2) as rnd_fri_sales1,
+       Round(sat_sales1 / sat_sales2, 2) as rnd_sat_sales1
+FROM   (SELECT wswscs.d_week_seq d_week_seq1,
+               sun_sales         sun_sales1,
+               mon_sales         mon_sales1,
+               tue_sales         tue_sales1,
+               wed_sales         wed_sales1,
+               thu_sales         thu_sales1,
+               fri_sales         fri_sales1,
+               sat_sales         sat_sales1
+        FROM   wswscs,
+               {{source('src__tpc_ds', 'date_dim')}}
+        WHERE  date_dim.d_week_seq = wswscs.d_week_seq
+               AND d_year = 1998) y,
+       (SELECT wswscs.d_week_seq d_week_seq2,
+               sun_sales         sun_sales2,
+               mon_sales         mon_sales2,
+               tue_sales         tue_sales2,
+               wed_sales         wed_sales2,
+               thu_sales         thu_sales2,
+               fri_sales         fri_sales2,
+               sat_sales         sat_sales2
+        FROM   wswscs,
+               {{source('src__tpc_ds', 'date_dim')}}
+        WHERE  date_dim.d_week_seq = wswscs.d_week_seq
+               AND d_year = 1998 + 1) z
+WHERE  d_week_seq1 = d_week_seq2 - 53
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY d_week_seq1
+{% endif %}
diff --git a/dbt/models/tpc_ds/query03.sql b/dbt/models/tpc_ds/query03.sql
new file mode 100644
index 0000000..93f531e
--- /dev/null
+++ b/dbt/models/tpc_ds/query03.sql
@@ -0,0 +1,21 @@
+-- query3
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} dt.d_year,
+               item.i_brand_id          brand_id,
+               item.i_brand             brand,
+               Sum(ss_ext_discount_amt) sum_agg
+FROM   {{source('src__tpc_ds', 'date_dim')}} dt,
+       {{source('src__tpc_ds', 'store_sales')}},
+       {{source('src__tpc_ds', 'item')}}
+WHERE  dt.d_date_sk = store_sales.ss_sold_date_sk
+       AND store_sales.ss_item_sk = item.i_item_sk
+       AND item.i_manufact_id = 427
+       AND dt.d_moy = 11
+GROUP  BY dt.d_year,
+          item.i_brand,
+          item.i_brand_id
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY dt.d_year,
+          sum_agg DESC,
+          brand_id
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query04.sql b/dbt/models/tpc_ds/query04.sql
new file mode 100644
index 0000000..913b1e2
--- /dev/null
+++ b/dbt/models/tpc_ds/query04.sql
@@ -0,0 +1,105 @@
+-- query4
+WITH year_total
+     AS (SELECT c_customer_id                       customer_id,
+                d_year                              dyear,
+                Sum(( ( ss_ext_list_price - ss_ext_wholesale_cost
+                        - ss_ext_discount_amt
+                      )
+                      +
+                          ss_ext_sales_price ) / 2) year_total,
+                's'                                 sale_type
+         FROM   {{source('src__tpc_ds', 'customer')}},
+                {{source('src__tpc_ds', 'store_sales')}},
+                {{source('src__tpc_ds', 'date_dim')}}
+         WHERE  c_customer_sk = ss_customer_sk
+                AND ss_sold_date_sk = d_date_sk
+         GROUP  BY c_customer_id,
+                   d_year
+         UNION ALL
+         SELECT c_customer_id                             customer_id,
+                d_year                                    dyear,
+                Sum(( ( ( cs_ext_list_price
+                          - cs_ext_wholesale_cost
+                          - cs_ext_discount_amt
+                        ) +
+                              cs_ext_sales_price ) / 2 )) year_total,
+                'c'                                       sale_type
+         FROM   {{source('src__tpc_ds', 'customer')}},
+                {{source('src__tpc_ds', 'catalog_sales')}},
+                {{source('src__tpc_ds', 'date_dim')}}
+         WHERE  c_customer_sk = cs_bill_customer_sk
+                AND cs_sold_date_sk = d_date_sk
+         GROUP  BY c_customer_id,
+                   d_year
+         UNION ALL
+         SELECT c_customer_id                             customer_id,
+                d_year                                    dyear,
+                Sum(( ( ( ws_ext_list_price
+                          - ws_ext_wholesale_cost
+                          - ws_ext_discount_amt
+                        ) +
+                              ws_ext_sales_price ) / 2 )) year_total,
+                'w'                                       sale_type
+         FROM   {{source('src__tpc_ds', 'customer')}},
+                {{source('src__tpc_ds', 'web_sales')}},
+                {{source('src__tpc_ds', 'date_dim')}}
+         WHERE  c_customer_sk = ws_bill_customer_sk
+                AND ws_sold_date_sk = d_date_sk
+         GROUP  BY c_customer_id,
+                   d_year)
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} t_s_secyear.customer_id,
+               customer.c_first_name,
+               customer.c_last_name,
+               customer.c_preferred_cust_flag
+FROM   year_total t_s_firstyear,
+       year_total t_s_secyear,
+       year_total t_c_firstyear,
+       year_total t_c_secyear,
+       year_total t_w_firstyear,
+       year_total t_w_secyear,
+       {{source('src__tpc_ds', 'customer')}}
+WHERE  t_s_secyear.customer_id = t_s_firstyear.customer_id
+       AND t_s_firstyear.customer_id = t_c_secyear.customer_id
+       AND t_s_firstyear.customer_id = t_c_firstyear.customer_id
+       AND t_s_firstyear.customer_id = t_w_firstyear.customer_id
+       AND t_s_firstyear.customer_id = t_w_secyear.customer_id
+       AND t_s_secyear.customer_id = customer.c_customer_id
+       AND t_s_firstyear.sale_type = 's'
+       AND t_c_firstyear.sale_type = 'c'
+       AND t_w_firstyear.sale_type = 'w'
+       AND t_s_secyear.sale_type = 's'
+       AND t_c_secyear.sale_type = 'c'
+       AND t_w_secyear.sale_type = 'w'
+       AND t_s_firstyear.dyear = 2001
+       AND t_s_secyear.dyear = 2001 + 1
+       AND t_c_firstyear.dyear = 2001
+       AND t_c_secyear.dyear = 2001 + 1
+       AND t_w_firstyear.dyear = 2001
+       AND t_w_secyear.dyear = 2001 + 1
+       AND t_s_firstyear.year_total > 0
+       AND t_c_firstyear.year_total > 0
+       AND t_w_firstyear.year_total > 0
+       AND CASE
+             WHEN t_c_firstyear.year_total > 0 THEN t_c_secyear.year_total /
+                                                    t_c_firstyear.year_total
+             ELSE NULL
+           END > CASE
+                   WHEN t_s_firstyear.year_total > 0 THEN
+                   t_s_secyear.year_total /
+                   t_s_firstyear.year_total
+                   ELSE NULL
+                 END
+       AND CASE
+             WHEN t_c_firstyear.year_total > 0 THEN t_c_secyear.year_total /
+                                                    t_c_firstyear.year_total
+             ELSE NULL
+           END > CASE
+                   WHEN t_w_firstyear.year_total > 0 THEN
+                   t_w_secyear.year_total /
+                   t_w_firstyear.year_total
+                   ELSE NULL
+                 END
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY t_s_secyear.customer_id
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query05.sql b/dbt/models/tpc_ds/query05.sql
new file mode 100644
index 0000000..06ea73a
--- /dev/null
+++ b/dbt/models/tpc_ds/query05.sql
@@ -0,0 +1,127 @@
+-- query5
+WITH ssr AS
+(
+         SELECT   s_store_id,
+                  Sum(sales_price) AS sales,
+                  Sum(profit)      AS profit,
+                  Sum(return_amt)  AS returns1,
+                  Sum(net_loss)    AS profit_loss
+         FROM     (
+                         SELECT ss_store_sk             AS store_sk,
+                                ss_sold_date_sk         AS date_sk,
+                                ss_ext_sales_price      AS sales_price,
+                                ss_net_profit           AS profit,
+                                0 AS return_amt,
+                                0 AS net_loss
+                         FROM   {{source('src__tpc_ds', 'store_sales')}}
+                         UNION ALL
+                         SELECT sr_store_sk             AS store_sk,
+                                sr_returned_date_sk     AS date_sk,
+                                0 AS sales_price,
+                                0 AS profit,
+                                sr_return_amt           AS return_amt,
+                                sr_net_loss             AS net_loss
+                         FROM   {{source('src__tpc_ds', 'store_returns')}} ) salesreturns,
+                  {{source('src__tpc_ds', 'date_dim')}},
+                  {{source('src__tpc_ds', 'store')}}
+         WHERE    date_sk = d_date_sk
+         AND      Cast(d_date AS DATE) BETWEEN Cast('2002-08-22' AS DATE) AND      (
+                           Cast('2002-09-05' AS DATE))
+         AND      store_sk = s_store_sk
+         GROUP BY s_store_id) , csr AS
+(
+         SELECT   cp_catalog_page_id,
+                  sum(sales_price) AS sales,
+                  sum(profit)      AS profit,
+                  sum(return_amt)  AS returns1,
+                  sum(net_loss)    AS profit_loss
+         FROM     (
+                         SELECT cs_catalog_page_sk      AS page_sk,
+                                cs_sold_date_sk         AS date_sk,
+                                cs_ext_sales_price      AS sales_price,
+                                cs_net_profit           AS profit,
+                                0 AS return_amt,
+                                0 AS net_loss
+                         FROM   {{source('src__tpc_ds', 'catalog_sales')}}
+                         UNION ALL
+                         SELECT cr_catalog_page_sk      AS page_sk,
+                                cr_returned_date_sk     AS date_sk,
+                                0 AS sales_price,
+                                0 AS profit,
+                                cr_return_amount        AS return_amt,
+                                cr_net_loss             AS net_loss
+                         FROM   {{source('src__tpc_ds', 'catalog_returns')}} ) salesreturns,
+                  {{source('src__tpc_ds', 'date_dim')}},
+                  {{source('src__tpc_ds', 'catalog_page')}}
+         WHERE    date_sk = d_date_sk
+         AND      Cast(d_date AS DATE) BETWEEN cast('2002-08-22' AS date) AND      (
+                           Cast('2002-09-05' AS DATE))
+         AND      page_sk = cp_catalog_page_sk
+         GROUP BY cp_catalog_page_id) , wsr AS
+(
+         SELECT   web_site_id,
+                  sum(sales_price) AS sales,
+                  sum(profit)      AS profit,
+                  sum(return_amt)  AS returns1,
+                  sum(net_loss)    AS profit_loss
+         FROM     (
+                         SELECT ws_web_site_sk          AS wsr_web_site_sk,
+                                ws_sold_date_sk         AS date_sk,
+                                ws_ext_sales_price      AS sales_price,
+                                ws_net_profit           AS profit,
+                                0 AS return_amt,
+                                0 AS net_loss
+                         FROM   {{source('src__tpc_ds', 'web_sales')}}
+                         UNION ALL
+                         SELECT          ws_web_site_sk          AS wsr_web_site_sk,
+                                         wr_returned_date_sk     AS date_sk,
+                                         0 AS sales_price,
+                                         0 AS profit,
+                                         wr_return_amt           AS return_amt,
+                                         wr_net_loss             AS net_loss
+                         FROM            {{source('src__tpc_ds', 'web_returns')}}
+                         LEFT OUTER JOIN {{source('src__tpc_ds', 'web_sales')}}
+                         ON              (
+                                                         wr_item_sk = ws_item_sk
+                                         AND             wr_order_number = ws_order_number) ) salesreturns,
+                  {{source('src__tpc_ds', 'date_dim')}},
+                  {{source('src__tpc_ds', 'web_site')}}
+         WHERE    date_sk = d_date_sk
+         AND      Cast(d_date AS DATE) BETWEEN cast('2002-08-22' AS date) AND      (
+                           Cast('2002-09-05' AS DATE))
+         AND      wsr_web_site_sk = web_site_sk
+         GROUP BY web_site_id)
+SELECT {{ 'TOP 100' if target.name == 'synapse' }}
+         channel ,
+         id ,
+         sum(sales)   AS sales ,
+         sum(returns1) AS returns1 ,
+         sum(profit)  AS profit
+FROM     (
+                SELECT '{{source('src__tpc_ds', 'store')}} channel' AS channel ,
+                       Concat('store', s_store_id) AS id ,
+                       sales ,
+                       returns1 ,
+                       (profit - profit_loss) AS profit
+                FROM   ssr
+                UNION ALL
+                SELECT 'catalog channel' AS channel ,
+                       Concat('catalog_page', cp_catalog_page_id) AS id ,
+                       sales ,
+                       returns1 ,
+                       (profit - profit_loss) AS profit
+                FROM   csr
+                UNION ALL
+                SELECT 'web channel' AS channel ,
+                       Concat('web_site', web_site_id) AS id ,
+                       sales ,
+                       returns1 ,
+                       (profit - profit_loss) AS profit
+                FROM   wsr ) x
+GROUP BY channel, id
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER BY channel ,
+         id
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
+
diff --git a/dbt/models/tpc_ds/query06.sql b/dbt/models/tpc_ds/query06.sql
new file mode 100644
index 0000000..ce96107
--- /dev/null
+++ b/dbt/models/tpc_ds/query06.sql
@@ -0,0 +1,25 @@
+-- query6
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} a.ca_state state,
+               Count(*)   cnt
+FROM   {{source('src__tpc_ds', 'customer_address')}} a,
+       {{source('src__tpc_ds', 'customer')}} c,
+       {{source('src__tpc_ds', 'store_sales')}} s,
+       {{source('src__tpc_ds', 'date_dim')}} d,
+       {{source('src__tpc_ds', 'item')}} i
+WHERE  a.ca_address_sk = c.c_current_addr_sk
+       AND c.c_customer_sk = s.ss_customer_sk
+       AND s.ss_sold_date_sk = d.d_date_sk
+       AND s.ss_item_sk = i.i_item_sk
+       AND d.d_month_seq = (SELECT DISTINCT ( d_month_seq )
+                            FROM   {{source('src__tpc_ds', 'date_dim')}}
+                            WHERE  d_year = 1998
+                                   AND d_moy = 7)
+       AND i.i_current_price > 1.2 * (SELECT Avg(j.i_current_price)
+                                      FROM   {{source('src__tpc_ds', 'item')}} j
+                                      WHERE  j.i_category = i.i_category)
+GROUP  BY a.ca_state
+HAVING Count(*) >= 10
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY cnt
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query07.sql b/dbt/models/tpc_ds/query07.sql
new file mode 100644
index 0000000..1c85ff0
--- /dev/null
+++ b/dbt/models/tpc_ds/query07.sql
@@ -0,0 +1,26 @@
+-- query7
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} i_item_id,
+               Avg(ss_quantity)    agg1,
+               Avg(ss_list_price)  agg2,
+               Avg(ss_coupon_amt)  agg3,
+               Avg(ss_sales_price) agg4
+FROM   {{source('src__tpc_ds', 'store_sales')}},
+       {{source('src__tpc_ds', 'customer_demographics')}},
+       {{source('src__tpc_ds', 'date_dim')}},
+       {{source('src__tpc_ds', 'item')}},
+       {{source('src__tpc_ds', 'promotion')}}
+WHERE  ss_sold_date_sk = d_date_sk
+       AND ss_item_sk = i_item_sk
+       AND ss_cdemo_sk = cd_demo_sk
+       AND ss_promo_sk = p_promo_sk
+       AND cd_gender = 'F'
+       AND cd_marital_status = 'W'
+       AND cd_education_status = '2 yr Degree'
+       AND ( p_channel_email = 'N'
+              OR p_channel_event = 'N' )
+       AND d_year = 1998
+GROUP  BY i_item_id
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY i_item_id
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query08.sql b/dbt/models/tpc_ds/query08.sql
new file mode 100644
index 0000000..4c2868a
--- /dev/null
+++ b/dbt/models/tpc_ds/query08.sql
@@ -0,0 +1,236 @@
+-- query8
+WITH ca_zips AS (
+        SELECT {{ substr('ca_zip', 1, 5) }} AS ca_zip
+                FROM   {{source('src__tpc_ds', 'customer_address')}}
+                WHERE  {{ substr('ca_zip', 1, 5) }} IN ( '67436', '26121', '38443',
+                                                 '63157',
+                                                 '68856', '19485', '86425',
+                                                 '26741',
+                                                 '70991', '60899', '63573',
+                                                 '47556',
+                                                 '56193', '93314', '87827',
+                                                 '62017',
+                                                 '85067', '95390', '48091',
+                                                 '10261',
+                                                 '81845', '41790', '42853',
+                                                 '24675',
+                                                 '12840', '60065', '84430',
+                                                 '57451',
+                                                 '24021', '91735', '75335',
+                                                 '71935',
+                                                 '34482', '56943', '70695',
+                                                 '52147',
+                                                 '56251', '28411', '86653',
+                                                 '23005',
+                                                 '22478', '29031', '34398',
+                                                 '15365',
+                                                 '42460', '33337', '59433',
+                                                 '73943',
+                                                 '72477', '74081', '74430',
+                                                 '64605',
+                                                 '39006', '11226', '49057',
+                                                 '97308',
+                                                 '42663', '18187', '19768',
+                                                 '43454',
+                                                 '32147', '76637', '51975',
+                                                 '11181',
+                                                 '45630', '33129', '45995',
+                                                 '64386',
+                                                 '55522', '26697', '20963',
+                                                 '35154',
+                                                 '64587', '49752', '66386',
+                                                 '30586',
+                                                 '59286', '13177', '66646',
+                                                 '84195',
+                                                 '74316', '36853', '32927',
+                                                 '12469',
+                                                 '11904', '36269', '17724',
+                                                 '55346',
+                                                 '12595', '53988', '65439',
+                                                 '28015',
+                                                 '63268', '73590', '29216',
+                                                 '82575',
+                                                 '69267', '13805', '91678',
+                                                 '79460',
+                                                 '94152', '14961', '15419',
+                                                 '48277',
+                                                 '62588', '55493', '28360',
+                                                 '14152',
+                                                 '55225', '18007', '53705',
+                                                 '56573',
+                                                 '80245', '71769', '57348',
+                                                 '36845',
+                                                 '13039', '17270', '22363',
+                                                 '83474',
+                                                 '25294', '43269', '77666',
+                                                 '15488',
+                                                 '99146', '64441', '43338',
+                                                 '38736',
+                                                 '62754', '48556', '86057',
+                                                 '23090',
+                                                 '38114', '66061', '18910',
+                                                 '84385',
+                                                 '23600', '19975', '27883',
+                                                 '65719',
+                                                 '19933', '32085', '49731',
+                                                 '40473',
+                                                 '27190', '46192', '23949',
+                                                 '44738',
+                                                 '12436', '64794', '68741',
+                                                 '15333',
+                                                 '24282', '49085', '31844',
+                                                 '71156',
+                                                 '48441', '17100', '98207',
+                                                 '44982',
+                                                 '20277', '71496', '96299',
+                                                 '37583',
+                                                 '22206', '89174', '30589',
+                                                 '61924',
+                                                 '53079', '10976', '13104',
+                                                 '42794',
+                                                 '54772', '15809', '56434',
+                                                 '39975',
+                                                 '13874', '30753', '77598',
+                                                 '78229',
+                                                 '59478', '12345', '55547',
+                                                 '57422',
+                                                 '42600', '79444', '29074',
+                                                 '29752',
+                                                 '21676', '32096', '43044',
+                                                 '39383',
+                                                 '37296', '36295', '63077',
+                                                 '16572',
+                                                 '31275', '18701', '40197',
+                                                 '48242',
+                                                 '27219', '49865', '84175',
+                                                 '30446',
+                                                 '25165', '13807', '72142',
+                                                 '70499',
+                                                 '70464', '71429', '18111',
+                                                 '70857',
+                                                 '29545', '36425', '52706',
+                                                 '36194',
+                                                 '42963', '75068', '47921',
+                                                 '74763',
+                                                 '90990', '89456', '62073',
+                                                 '88397',
+                                                 '73963', '75885', '62657',
+                                                 '12530',
+                                                 '81146', '57434', '25099',
+                                                 '41429',
+                                                 '98441', '48713', '52552',
+                                                 '31667',
+                                                 '14072', '13903', '44709',
+                                                 '85429',
+                                                 '58017', '38295', '44875',
+                                                 '73541',
+                                                 '30091', '12707', '23762',
+                                                 '62258',
+                                                 '33247', '78722', '77431',
+                                                 '14510',
+                                                 '35656', '72428', '92082',
+                                                 '35267',
+                                                 '43759', '24354', '90952',
+                                                 '11512',
+                                                 '21242', '22579', '56114',
+                                                 '32339',
+                                                 '52282', '41791', '24484',
+                                                 '95020',
+                                                 '28408', '99710', '11899',
+                                                 '43344',
+                                                 '72915', '27644', '62708',
+                                                 '74479',
+                                                 '17177', '32619', '12351',
+                                                 '91339',
+                                                 '31169', '57081', '53522',
+                                                 '16712',
+                                                 '34419', '71779', '44187',
+                                                 '46206',
+                                                 '96099', '61910', '53664',
+                                                 '12295',
+                                                 '31837', '33096', '10813',
+                                                 '63048',
+                                                 '31732', '79118', '73084',
+                                                 '72783',
+                                                 '84952', '46965', '77956',
+                                                 '39815',
+                                                 '32311', '75329', '48156',
+                                                 '30826',
+                                                 '49661', '13736', '92076',
+                                                 '74865',
+                                                 '88149', '92397', '52777',
+                                                 '68453',
+                                                 '32012', '21222', '52721',
+                                                 '24626',
+                                                 '18210', '42177', '91791',
+                                                 '75251',
+                                                 '82075', '44372', '45542',
+                                                 '20609',
+                                                 '60115', '17362', '22750',
+                                                 '90434',
+                                                 '31852', '54071', '33762',
+                                                 '14705',
+                                                 '40718', '56433', '30996',
+                                                 '40657',
+                                                 '49056', '23585', '66455',
+                                                 '41021',
+                                                 '74736', '72151', '37007',
+                                                 '21729',
+                                                 '60177', '84558', '59027',
+                                                 '93855',
+                                                 '60022', '86443', '19541',
+                                                 '86886',
+                                                 '30532', '39062', '48532',
+                                                 '34713',
+                                                 '52077', '22564', '64638',
+                                                 '15273',
+                                                 '31677', '36138', '62367',
+                                                 '60261',
+                                                 '80213', '42818', '25113',
+                                                 '72378',
+                                                 '69802', '69096', '55443',
+                                                 '28820',
+                                                 '13848', '78258', '37490',
+                                                 '30556',
+                                                 '77380', '28447', '44550',
+                                                 '26791',
+                                                 '70609', '82182', '33306',
+                                                 '43224',
+                                                 '22322', '86959', '68519',
+                                                 '14308',
+                                                 '46501', '81131', '34056',
+                                                 '61991',
+                                                 '19896', '87804', '65774',
+                                                 '92564' )
+), common_zips AS (
+        SELECT ca_zip
+                FROM   (SELECT {{ substr('ca_zip', 1, 5) }} ca_zip,
+                               Count(*)             cnt
+                        FROM   {{source('src__tpc_ds', 'customer_address')}},
+                               {{source('src__tpc_ds', 'customer')}}
+                        WHERE  ca_address_sk = c_current_addr_sk
+                               AND c_preferred_cust_flag = 'Y'
+                        GROUP  BY ca_zip
+                        HAVING Count(*) > 10) as ca
+),
+chosen_zips AS (
+        SELECT ca_zip
+        FROM ca_zips
+        WHERE ca_zip IN (SELECT ca_zip FROM common_zips)
+)
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} s_store_name,
+       Sum(ss_net_profit) as sum_ss_net_profit
+FROM   {{source('src__tpc_ds', 'store_sales')}},
+       {{source('src__tpc_ds', 'date_dim')}},
+       {{source('src__tpc_ds', 'store')}},
+       common_zips
+WHERE  ss_store_sk = s_store_sk
+       AND ss_sold_date_sk = d_date_sk
+       AND d_qoy = 2
+       AND d_year = 2000
+       AND ( {{ substr('s_zip', 1, 2) }} = {{ substr('ca_zip', 1, 2) }} )
+GROUP  BY s_store_name
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY s_store_name
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query09.sql b/dbt/models/tpc_ds/query09.sql
new file mode 100644
index 0000000..4aab75f
--- /dev/null
+++ b/dbt/models/tpc_ds/query09.sql
@@ -0,0 +1,63 @@
+-- query9
+SELECT CASE
+         WHEN (SELECT Count(*)
+               FROM   {{source('src__tpc_ds', 'store_sales')}}
+               WHERE  ss_quantity BETWEEN 1 AND 20) > 3672 THEN
+         (SELECT Avg(ss_ext_list_price)
+          FROM   {{source('src__tpc_ds', 'store_sales')}}
+          WHERE
+         ss_quantity BETWEEN 1 AND 20)
+         ELSE (SELECT Avg(ss_net_profit)
+               FROM   {{source('src__tpc_ds', 'store_sales')}}
+               WHERE  ss_quantity BETWEEN 1 AND 20)
+       END bucket1,
+       CASE
+         WHEN (SELECT Count(*)
+               FROM   {{source('src__tpc_ds', 'store_sales')}}
+               WHERE  ss_quantity BETWEEN 21 AND 40) > 3392 THEN
+         (SELECT Avg(ss_ext_list_price)
+          FROM   {{source('src__tpc_ds', 'store_sales')}}
+          WHERE
+         ss_quantity BETWEEN 21 AND 40)
+         ELSE (SELECT Avg(ss_net_profit)
+               FROM   {{source('src__tpc_ds', 'store_sales')}}
+               WHERE  ss_quantity BETWEEN 21 AND 40)
+       END bucket2,
+       CASE
+         WHEN (SELECT Count(*)
+               FROM   {{source('src__tpc_ds', 'store_sales')}}
+               WHERE  ss_quantity BETWEEN 41 AND 60) > 32784 THEN
+         (SELECT Avg(ss_ext_list_price)
+          FROM   {{source('src__tpc_ds', 'store_sales')}}
+          WHERE
+         ss_quantity BETWEEN 41 AND 60)
+         ELSE (SELECT Avg(ss_net_profit)
+               FROM   {{source('src__tpc_ds', 'store_sales')}}
+               WHERE  ss_quantity BETWEEN 41 AND 60)
+       END bucket3,
+       CASE
+         WHEN (SELECT Count(*)
+               FROM   {{source('src__tpc_ds', 'store_sales')}}
+               WHERE  ss_quantity BETWEEN 61 AND 80) > 26032 THEN
+         (SELECT Avg(ss_ext_list_price)
+          FROM   {{source('src__tpc_ds', 'store_sales')}}
+          WHERE
+         ss_quantity BETWEEN 61 AND 80)
+         ELSE (SELECT Avg(ss_net_profit)
+               FROM   {{source('src__tpc_ds', 'store_sales')}}
+               WHERE  ss_quantity BETWEEN 61 AND 80)
+       END bucket4,
+       CASE
+         WHEN (SELECT Count(*)
+               FROM   {{source('src__tpc_ds', 'store_sales')}}
+               WHERE  ss_quantity BETWEEN 81 AND 100) > 23982 THEN
+         (SELECT Avg(ss_ext_list_price)
+          FROM   {{source('src__tpc_ds', 'store_sales')}}
+          WHERE
+         ss_quantity BETWEEN 81 AND 100)
+         ELSE (SELECT Avg(ss_net_profit)
+               FROM   {{source('src__tpc_ds', 'store_sales')}}
+               WHERE  ss_quantity BETWEEN 81 AND 100)
+       END bucket5
+FROM   {{source('src__tpc_ds', 'reason')}}
+WHERE  r_reason_sk = 1
diff --git a/dbt/models/tpc_ds/query10.sql b/dbt/models/tpc_ds/query10.sql
new file mode 100644
index 0000000..aa6ac70
--- /dev/null
+++ b/dbt/models/tpc_ds/query10.sql
@@ -0,0 +1,64 @@
+-- query10
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} cd_gender,
+               cd_marital_status,
+               cd_education_status,
+               Count(*) cnt1,
+               cd_purchase_estimate,
+               Count(*) cnt2,
+               cd_credit_rating,
+               Count(*) cnt3,
+               cd_dep_count,
+               Count(*) cnt4,
+               cd_dep_employed_count,
+               Count(*) cnt5,
+               cd_dep_college_count,
+               Count(*) cnt6
+FROM   {{source('src__tpc_ds', 'customer')}} c,
+       {{source('src__tpc_ds', 'customer_address')}} ca,
+       {{source('src__tpc_ds', 'customer_demographics')}}
+WHERE  c.c_current_addr_sk = ca.ca_address_sk
+       AND ca_county IN ( 'Lycoming County', 'Sheridan County',
+                          'Kandiyohi County',
+                          'Pike County',
+                                           'Greene County' )
+       AND cd_demo_sk = c.c_current_cdemo_sk
+       AND EXISTS (SELECT *
+                   FROM   {{source('src__tpc_ds', 'store_sales')}},
+                          {{source('src__tpc_ds', 'date_dim')}}
+                   WHERE  c.c_customer_sk = ss_customer_sk
+                          AND ss_sold_date_sk = d_date_sk
+                          AND d_year = 2002
+                          AND d_moy BETWEEN 4 AND 4 + 3)
+       AND ( EXISTS (SELECT *
+                     FROM   {{source('src__tpc_ds', 'web_sales')}},
+                            {{source('src__tpc_ds', 'date_dim')}}
+                     WHERE  c.c_customer_sk = ws_bill_customer_sk
+                            AND ws_sold_date_sk = d_date_sk
+                            AND d_year = 2002
+                            AND d_moy BETWEEN 4 AND 4 + 3)
+              OR EXISTS (SELECT *
+                         FROM   {{source('src__tpc_ds', 'catalog_sales')}},
+                                {{source('src__tpc_ds', 'date_dim')}}
+                         WHERE  c.c_customer_sk = cs_ship_customer_sk
+                                AND cs_sold_date_sk = d_date_sk
+                                AND d_year = 2002
+                                AND d_moy BETWEEN 4 AND 4 + 3) )
+GROUP  BY cd_gender,
+          cd_marital_status,
+          cd_education_status,
+          cd_purchase_estimate,
+          cd_credit_rating,
+          cd_dep_count,
+          cd_dep_employed_count,
+          cd_dep_college_count
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY cd_gender,
+          cd_marital_status,
+          cd_education_status,
+          cd_purchase_estimate,
+          cd_credit_rating,
+          cd_dep_count,
+          cd_dep_employed_count,
+          cd_dep_college_count
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query11.sql b/dbt/models/tpc_ds/query11.sql
new file mode 100644
index 0000000..1047068
--- /dev/null
+++ b/dbt/models/tpc_ds/query11.sql
@@ -0,0 +1,99 @@
+-- query11
+WITH year_total
+     AS (SELECT c_customer_id                                customer_id,
+                c_first_name                                 customer_first_name
+                ,
+                c_last_name
+                customer_last_name,
+                c_preferred_cust_flag
+                   customer_preferred_cust_flag
+                    ,
+                c_birth_country
+                    customer_birth_country,
+                c_login                                      customer_login,
+                c_email_address
+                customer_email_address,
+                d_year                                       dyear,
+                Sum(ss_ext_list_price - ss_ext_discount_amt) year_total,
+                's'                                          sale_type
+         FROM   {{source('src__tpc_ds', 'customer')}},
+                {{source('src__tpc_ds', 'store_sales')}},
+                {{source('src__tpc_ds', 'date_dim')}}
+         WHERE  c_customer_sk = ss_customer_sk
+                AND ss_sold_date_sk = d_date_sk
+         GROUP  BY c_customer_id,
+                   c_first_name,
+                   c_last_name,
+                   c_preferred_cust_flag,
+                   c_birth_country,
+                   c_login,
+                   c_email_address,
+                   d_year
+         UNION ALL
+         SELECT c_customer_id                                customer_id,
+                c_first_name                                 customer_first_name
+                ,
+                c_last_name
+                customer_last_name,
+                c_preferred_cust_flag
+                customer_preferred_cust_flag
+                ,
+                c_birth_country
+                customer_birth_country,
+                c_login                                      customer_login,
+                c_email_address
+                customer_email_address,
+                d_year                                       dyear,
+                Sum(ws_ext_list_price - ws_ext_discount_amt) year_total,
+                'w'                                          sale_type
+         FROM   {{source('src__tpc_ds', 'customer')}},
+                {{source('src__tpc_ds', 'web_sales')}},
+                {{source('src__tpc_ds', 'date_dim')}}
+         WHERE  c_customer_sk = ws_bill_customer_sk
+                AND ws_sold_date_sk = d_date_sk
+         GROUP  BY c_customer_id,
+                   c_first_name,
+                   c_last_name,
+                   c_preferred_cust_flag,
+                   c_birth_country,
+                   c_login,
+                   c_email_address,
+                   d_year)
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} t_s_secyear.customer_id,
+               t_s_secyear.customer_first_name,
+               t_s_secyear.customer_last_name,
+               t_s_secyear.customer_birth_country
+FROM   year_total t_s_firstyear,
+       year_total t_s_secyear,
+       year_total t_w_firstyear,
+       year_total t_w_secyear
+WHERE  t_s_secyear.customer_id = t_s_firstyear.customer_id
+       AND t_s_firstyear.customer_id = t_w_secyear.customer_id
+       AND t_s_firstyear.customer_id = t_w_firstyear.customer_id
+       AND t_s_firstyear.sale_type = 's'
+       AND t_w_firstyear.sale_type = 'w'
+       AND t_s_secyear.sale_type = 's'
+       AND t_w_secyear.sale_type = 'w'
+       AND t_s_firstyear.dyear = 2001
+       AND t_s_secyear.dyear = 2001 + 1
+       AND t_w_firstyear.dyear = 2001
+       AND t_w_secyear.dyear = 2001 + 1
+       AND t_s_firstyear.year_total > 0
+       AND t_w_firstyear.year_total > 0
+       AND CASE
+             WHEN t_w_firstyear.year_total > 0 THEN t_w_secyear.year_total /
+                                                    t_w_firstyear.year_total
+             ELSE 0.0
+           END > CASE
+                   WHEN t_s_firstyear.year_total > 0 THEN
+                   t_s_secyear.year_total /
+                   t_s_firstyear.year_total
+                   ELSE 0.0
+                 END
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY t_s_secyear.customer_id,
+          t_s_secyear.customer_first_name,
+          t_s_secyear.customer_last_name,
+          t_s_secyear.customer_birth_country
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query12.sql b/dbt/models/tpc_ds/query12.sql
new file mode 100644
index 0000000..0375d5b
--- /dev/null
+++ b/dbt/models/tpc_ds/query12.sql
@@ -0,0 +1,33 @@
+-- query12
+SELECT {{ 'TOP 100' if target.name == 'synapse' }}
+         i_item_id ,
+         i_item_desc ,
+         i_category ,
+         i_class ,
+         i_current_price ,
+         Sum(ws_ext_sales_price)                                                              AS itemrevenue ,
+         Sum(ws_ext_sales_price)*100/Sum(Sum(ws_ext_sales_price)) OVER (partition BY i_class) AS revenueratio
+FROM     {{source('src__tpc_ds', 'web_sales')}} ,
+         {{source('src__tpc_ds', 'item')}} ,
+         {{source('src__tpc_ds', 'date_dim')}}
+WHERE    ws_item_sk = i_item_sk
+AND      i_category IN ('Home',
+                        'Men',
+                        'Women')
+AND      ws_sold_date_sk = d_date_sk
+AND      Cast(d_date AS DATE) BETWEEN Cast('2000-05-11' AS DATE) AND      (
+                  Cast('2000-06-11' AS DATE))
+GROUP BY i_item_id ,
+         i_item_desc ,
+         i_category ,
+         i_class ,
+         i_current_price
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER BY i_category ,
+         i_class ,
+         i_item_id ,
+         i_item_desc ,
+         revenueratio
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
+
diff --git a/dbt/models/tpc_ds/query13.sql b/dbt/models/tpc_ds/query13.sql
new file mode 100644
index 0000000..0b7ce2e
--- /dev/null
+++ b/dbt/models/tpc_ds/query13.sql
@@ -0,0 +1,44 @@
+-- query13
+SELECT Avg(ss_quantity) as avg_ss_quantity,
+       Avg(ss_ext_sales_price) as avg_ss_ext_sales_price,
+       Avg(ss_ext_wholesale_cost) as avg_ss_ext_wholesale_cost,
+       Sum(ss_ext_wholesale_cost) as sum_ss_ext_wholesale_cost
+FROM   {{source('src__tpc_ds', 'store_sales')}},
+       {{source('src__tpc_ds', 'store')}},
+       {{source('src__tpc_ds', 'customer_demographics')}},
+       {{source('src__tpc_ds', 'household_demographics')}},
+       {{source('src__tpc_ds', 'customer_address')}},
+       {{source('src__tpc_ds', 'date_dim')}}
+WHERE  s_store_sk = ss_store_sk
+       AND ss_sold_date_sk = d_date_sk
+       AND d_year = 2001
+       AND ( ( ss_hdemo_sk = hd_demo_sk
+               AND cd_demo_sk = ss_cdemo_sk
+               AND cd_marital_status = 'U'
+               AND cd_education_status = 'Advanced Degree'
+               AND ss_sales_price BETWEEN 100.00 AND 150.00
+               AND hd_dep_count = 3 )
+              OR ( ss_hdemo_sk = hd_demo_sk
+                   AND cd_demo_sk = ss_cdemo_sk
+                   AND cd_marital_status = 'M'
+                   AND cd_education_status = 'Primary'
+                   AND ss_sales_price BETWEEN 50.00 AND 100.00
+                   AND hd_dep_count = 1 )
+              OR ( ss_hdemo_sk = hd_demo_sk
+                   AND cd_demo_sk = ss_cdemo_sk
+                   AND cd_marital_status = 'D'
+                   AND cd_education_status = 'Secondary'
+                   AND ss_sales_price BETWEEN 150.00 AND 200.00
+                   AND hd_dep_count = 1 ) )
+       AND ( ( ss_addr_sk = ca_address_sk
+               AND ca_country = 'United States'
+               AND ca_state IN ( 'AZ', 'NE', 'IA' )
+               AND ss_net_profit BETWEEN 100 AND 200 )
+              OR ( ss_addr_sk = ca_address_sk
+                   AND ca_country = 'United States'
+                   AND ca_state IN ( 'MS', 'CA', 'NV' )
+                   AND ss_net_profit BETWEEN 150 AND 300 )
+              OR ( ss_addr_sk = ca_address_sk
+                   AND ca_country = 'United States'
+                   AND ca_state IN ( 'GA', 'TX', 'NJ' )
+                   AND ss_net_profit BETWEEN 50 AND 250 ) )
diff --git a/dbt/models/tpc_ds/query14.sql b/dbt/models/tpc_ds/query14.sql
new file mode 100644
index 0000000..f6b72f1
--- /dev/null
+++ b/dbt/models/tpc_ds/query14.sql
@@ -0,0 +1,151 @@
+-- query14
+WITH item_ss AS (
+    SELECT DISTINCT
+        iss.i_brand_id,
+        iss.i_class_id,
+        iss.i_category_id
+    FROM   {{source('src__tpc_ds', 'store_sales')}},
+        {{source('src__tpc_ds', 'item')}} iss,
+        {{source('src__tpc_ds', 'date_dim')}} d1
+    WHERE  ss_item_sk = iss.i_item_sk
+        AND ss_sold_date_sk = d1.d_date_sk
+        AND d1.d_year BETWEEN 1999 AND 1999 + 2
+), item_cs AS (
+    SELECT DISTINCT
+        ics.i_brand_id,
+        ics.i_class_id,
+        ics.i_category_id
+    FROM   {{source('src__tpc_ds', 'catalog_sales')}},
+        {{source('src__tpc_ds', 'item')}} ics,
+        {{source('src__tpc_ds', 'date_dim')}} d2
+    WHERE  cs_item_sk = ics.i_item_sk
+        AND cs_sold_date_sk = d2.d_date_sk
+        AND d2.d_year BETWEEN 1999 AND 1999 + 2
+), item_ws AS (
+    SELECT DISTINCT
+        iws.i_brand_id,
+        iws.i_class_id,
+        iws.i_category_id
+    FROM   {{source('src__tpc_ds', 'web_sales')}},
+        {{source('src__tpc_ds', 'item')}} iws,
+        {{source('src__tpc_ds', 'date_dim')}} d3
+    WHERE  ws_item_sk = iws.i_item_sk
+        AND ws_sold_date_sk = d3.d_date_sk
+        AND d3.d_year BETWEEN 1999 AND 1999 + 2
+), item_intersect AS (
+    SELECT
+        item_ss.i_brand_id    brand_id,
+        item_ss.i_class_id    class_id,
+        item_ss.i_category_id category_id
+    FROM item_ss
+    JOIN item_ws ON item_ss.i_brand_id = item_ws.i_brand_id
+        AND item_ss.i_class_id = item_ws.i_class_id
+        AND item_ss.i_category_id = item_ws.i_category_id
+    JOIN item_cs ON item_ss.i_brand_id = item_cs.i_brand_id
+        AND item_ss.i_class_id = item_cs.i_class_id
+        AND item_ss.i_category_id = item_cs.i_category_id
+), cross_items AS (
+         SELECT i_item_sk ss_item_sk
+         FROM   {{source('src__tpc_ds', 'item')}},
+                item_intersect
+         WHERE  i_brand_id = brand_id
+                AND i_class_id = class_id
+                AND i_category_id = category_id),
+     avg_sales
+     AS (SELECT Avg(quantity * list_price) average_sales
+         FROM   (SELECT ss_quantity   quantity,
+                        ss_list_price list_price
+                 FROM   {{source('src__tpc_ds', 'store_sales')}},
+                        {{source('src__tpc_ds', 'date_dim')}}
+                 WHERE  ss_sold_date_sk = d_date_sk
+                        AND d_year BETWEEN 1999 AND 1999 + 2
+                 UNION ALL
+                 SELECT cs_quantity   quantity,
+                        cs_list_price list_price
+                 FROM   {{source('src__tpc_ds', 'catalog_sales')}},
+                        {{source('src__tpc_ds', 'date_dim')}}
+                 WHERE  cs_sold_date_sk = d_date_sk
+                        AND d_year BETWEEN 1999 AND 1999 + 2
+                 UNION ALL
+                 SELECT ws_quantity   quantity,
+                        ws_list_price list_price
+                 FROM   {{source('src__tpc_ds', 'web_sales')}},
+                        {{source('src__tpc_ds', 'date_dim')}}
+                 WHERE  ws_sold_date_sk = d_date_sk
+                        AND d_year BETWEEN 1999 AND 1999 + 2) x)
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} channel,
+               i_brand_id,
+               i_class_id,
+               i_category_id,
+               Sum(sales) as sum_sales,
+               Sum(number_sales) as sum_number_sales
+FROM  (SELECT 'store'                          channel,
+              i_brand_id,
+              i_class_id,
+              i_category_id,
+              Sum(ss_quantity * ss_list_price) sales,
+              Count(*)                         number_sales
+       FROM   {{source('src__tpc_ds', 'store_sales')}},
+              {{source('src__tpc_ds', 'item')}},
+              {{source('src__tpc_ds', 'date_dim')}}
+       WHERE  ss_item_sk IN (SELECT ss_item_sk
+                             FROM   cross_items)
+              AND ss_item_sk = i_item_sk
+              AND ss_sold_date_sk = d_date_sk
+              AND d_year = 1999 + 2
+              AND d_moy = 11
+       GROUP  BY i_brand_id,
+                 i_class_id,
+                 i_category_id
+       HAVING Sum(ss_quantity * ss_list_price) > (SELECT average_sales
+                                                  FROM   avg_sales)
+       UNION ALL
+       SELECT 'catalog'                        channel,
+              i_brand_id,
+              i_class_id,
+              i_category_id,
+              Sum(cs_quantity * cs_list_price) sales,
+              Count(*)                         number_sales
+       FROM   {{source('src__tpc_ds', 'catalog_sales')}},
+              {{source('src__tpc_ds', 'item')}},
+              {{source('src__tpc_ds', 'date_dim')}}
+       WHERE  cs_item_sk IN (SELECT ss_item_sk
+                             FROM   cross_items)
+              AND cs_item_sk = i_item_sk
+              AND cs_sold_date_sk = d_date_sk
+              AND d_year = 1999 + 2
+              AND d_moy = 11
+       GROUP  BY i_brand_id,
+                 i_class_id,
+                 i_category_id
+       HAVING Sum(cs_quantity * cs_list_price) > (SELECT average_sales
+                                                  FROM   avg_sales)
+       UNION ALL
+       SELECT 'web'                            channel,
+              i_brand_id,
+              i_class_id,
+              i_category_id,
+              Sum(ws_quantity * ws_list_price) sales,
+              Count(*)                         number_sales
+       FROM   {{source('src__tpc_ds', 'web_sales')}},
+              {{source('src__tpc_ds', 'item')}},
+              {{source('src__tpc_ds', 'date_dim')}}
+       WHERE  ws_item_sk IN (SELECT ss_item_sk
+                             FROM   cross_items)
+              AND ws_item_sk = i_item_sk
+              AND ws_sold_date_sk = d_date_sk
+              AND d_year = 1999 + 2
+              AND d_moy = 11
+       GROUP  BY i_brand_id,
+                 i_class_id,
+                 i_category_id
+       HAVING Sum(ws_quantity * ws_list_price) > (SELECT average_sales
+                                                  FROM   avg_sales)) y
+GROUP  BY channel, i_brand_id, i_class_id, i_category_id
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY channel,
+          i_brand_id,
+          i_class_id,
+          i_category_id
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query15.sql b/dbt/models/tpc_ds/query15.sql
new file mode 100644
index 0000000..25bb4cc
--- /dev/null
+++ b/dbt/models/tpc_ds/query15.sql
@@ -0,0 +1,22 @@
+-- query15
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} ca_zip,
+               Sum(cs_sales_price) as sum_cs_sales_price
+FROM   {{source('src__tpc_ds', 'catalog_sales')}},
+       {{source('src__tpc_ds', 'customer')}},
+       {{source('src__tpc_ds', 'customer_address')}},
+       {{source('src__tpc_ds', 'date_dim')}}
+WHERE  cs_bill_customer_sk = c_customer_sk
+       AND c_current_addr_sk = ca_address_sk
+       AND ( {{ substr('ca_zip', 1, 5) }} IN ( '85669', '86197', '88274', '83405',
+                                       '86475', '85392', '85460', '80348',
+                                       '81792' )
+              OR ca_state IN ( 'CA', 'WA', 'GA' )
+              OR cs_sales_price > 500 )
+       AND cs_sold_date_sk = d_date_sk
+       AND d_qoy = 1
+       AND d_year = 1998
+GROUP  BY ca_zip
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY ca_zip
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query16.sql b/dbt/models/tpc_ds/query16.sql
new file mode 100644
index 0000000..2e55211
--- /dev/null
+++ b/dbt/models/tpc_ds/query16.sql
@@ -0,0 +1,34 @@
+-- query16
+SELECT {{ 'TOP 100' if target.name == 'synapse' }}
+         Count(DISTINCT cs_order_number) AS order_count ,
+         Sum(cs_ext_ship_cost)           AS total_shipping_cost ,
+         Sum(cs_net_profit)              AS total_net_profit
+FROM     {{source('src__tpc_ds', 'catalog_sales')}} cs1 ,
+         {{source('src__tpc_ds', 'date_dim')}} ,
+         {{source('src__tpc_ds', 'customer_address')}} ,
+         {{source('src__tpc_ds', 'call_center')}}
+WHERE    Cast(d_date AS DATE) BETWEEN Cast('2002-3-01' AS DATE) AND (
+                  Cast('2002-5-01' AS DATE))
+AND      cs1.cs_ship_date_sk = d_date_sk
+AND      cs1.cs_ship_addr_sk = ca_address_sk
+AND      ca_state = 'IA'
+AND      cs1.cs_call_center_sk = cc_call_center_sk
+AND      cc_county IN ('Williamson County',
+                       'Williamson County',
+                       'Williamson County',
+                       'Williamson County',
+                       'Williamson County' )
+AND      EXISTS
+         (
+                SELECT *
+                FROM   {{source('src__tpc_ds', 'catalog_sales')}} cs2
+                WHERE  cs1.cs_order_number = cs2.cs_order_number
+                AND    cs1.cs_warehouse_sk <> cs2.cs_warehouse_sk)
+AND      NOT EXISTS
+         (
+                SELECT *
+                FROM   {{source('src__tpc_ds', 'catalog_returns')}} cr1
+                WHERE  cs1.cs_order_number = cr1.cr_order_number)
+ORDER BY count(DISTINCT cs_order_number)
+{{ 'LIMIT 100' if target.type != 'synapse' }}
+
diff --git a/dbt/models/tpc_ds/query17.sql b/dbt/models/tpc_ds/query17.sql
new file mode 100644
index 0000000..5471dcb
--- /dev/null
+++ b/dbt/models/tpc_ds/query17.sql
@@ -0,0 +1,58 @@
+-- query17
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} i_item_id,
+               i_item_desc,
+               s_state,
+               Count(ss_quantity)                                        AS
+               store_sales_quantitycount,
+               Avg(ss_quantity)                                          AS
+               store_sales_quantityave,
+               {{ stddev('ss_quantity') }}                                  AS
+               store_sales_quantitystdev,
+               {{ stddev('ss_quantity') }} / Avg(ss_quantity)               AS
+               store_sales_quantitycov,
+               Count(sr_return_quantity)                                 AS
+               store_returns_quantitycount,
+               Avg(sr_return_quantity)                                   AS
+               store_returns_quantityave,
+               {{ stddev('sr_return_quantity') }}                           AS
+               store_returns_quantitystdev,
+               {{ stddev('sr_return_quantity') }} / Avg(sr_return_quantity) AS
+               store_returns_quantitycov,
+               Count(cs_quantity)                                        AS
+               catalog_sales_quantitycount,
+               Avg(cs_quantity)                                          AS
+               catalog_sales_quantityave,
+               {{ stddev('cs_quantity') }} / Avg(cs_quantity)               AS
+               catalog_sales_quantitystdev,
+               {{ stddev('cs_quantity') }} / Avg(cs_quantity)               AS
+               catalog_sales_quantitycov
+FROM   {{source('src__tpc_ds', 'store_sales')}},
+       {{source('src__tpc_ds', 'store_returns')}},
+       {{source('src__tpc_ds', 'catalog_sales')}},
+       {{source('src__tpc_ds', 'date_dim')}} d1,
+       {{source('src__tpc_ds', 'date_dim')}} d2,
+       {{source('src__tpc_ds', 'date_dim')}} d3,
+       {{source('src__tpc_ds', 'store')}},
+       {{source('src__tpc_ds', 'item')}}
+WHERE  d1.d_quarter_name = '1999Q1'
+       AND d1.d_date_sk = ss_sold_date_sk
+       AND i_item_sk = ss_item_sk
+       AND s_store_sk = ss_store_sk
+       AND ss_customer_sk = sr_customer_sk
+       AND ss_item_sk = sr_item_sk
+       AND ss_ticket_number = sr_ticket_number
+       AND sr_returned_date_sk = d2.d_date_sk
+       AND d2.d_quarter_name IN ( '1999Q1', '1999Q2', '1999Q3' )
+       AND sr_customer_sk = cs_bill_customer_sk
+       AND sr_item_sk = cs_item_sk
+       AND cs_sold_date_sk = d3.d_date_sk
+       AND d3.d_quarter_name IN ( '1999Q1', '1999Q2', '1999Q3' )
+GROUP  BY i_item_id,
+          i_item_desc,
+          s_state
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY i_item_id,
+          i_item_desc,
+          s_state
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query18.sql b/dbt/models/tpc_ds/query18.sql
new file mode 100644
index 0000000..aac1e6a
--- /dev/null
+++ b/dbt/models/tpc_ds/query18.sql
@@ -0,0 +1,40 @@
+-- query18
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} i_item_id,
+               ca_country,
+               ca_state,
+               ca_county,
+               Avg(cs_quantity)      agg1,
+               Avg(cs_list_price)    agg2,
+               Avg(cs_coupon_amt)    agg3,
+               Avg(cs_sales_price)   agg4,
+               Avg(cs_net_profit)    agg5,
+               Avg(c_birth_year)     agg6,
+               Avg(cd1.cd_dep_count) agg7
+FROM   {{source('src__tpc_ds', 'catalog_sales')}},
+       {{source('src__tpc_ds', 'customer_demographics')}} cd1,
+       {{source('src__tpc_ds', 'customer_demographics')}} cd2,
+       {{source('src__tpc_ds', 'customer')}},
+       {{source('src__tpc_ds', 'customer_address')}},
+       {{source('src__tpc_ds', 'date_dim')}},
+       {{source('src__tpc_ds', 'item')}}
+WHERE  cs_sold_date_sk = d_date_sk
+       AND cs_item_sk = i_item_sk
+       AND cs_bill_cdemo_sk = cd1.cd_demo_sk
+       AND cs_bill_customer_sk = c_customer_sk
+       AND cd1.cd_gender = 'F'
+       AND cd1.cd_education_status = 'Secondary'
+       AND c_current_cdemo_sk = cd2.cd_demo_sk
+       AND c_current_addr_sk = ca_address_sk
+       AND c_birth_month IN ( 8, 4, 2, 5,
+                              11, 9 )
+       AND d_year = 2001
+       AND ca_state IN ( 'KS', 'IA', 'AL', 'UT',
+                         'VA', 'NC', 'TX' )
+GROUP  BY i_item_id, ca_country, ca_state, ca_county
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY ca_country,
+          ca_state,
+          ca_county,
+          i_item_id
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query19.sql b/dbt/models/tpc_ds/query19.sql
new file mode 100644
index 0000000..a365b34
--- /dev/null
+++ b/dbt/models/tpc_ds/query19.sql
@@ -0,0 +1,33 @@
+-- query19
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} i_brand_id              brand_id,
+               i_brand                 brand,
+               i_manufact_id,
+               i_manufact,
+               Sum(ss_ext_sales_price) ext_price
+FROM   {{source('src__tpc_ds', 'date_dim')}},
+       {{source('src__tpc_ds', 'store_sales')}},
+       {{source('src__tpc_ds', 'item')}},
+       {{source('src__tpc_ds', 'customer')}},
+       {{source('src__tpc_ds', 'customer_address')}},
+       {{source('src__tpc_ds', 'store')}}
+WHERE  d_date_sk = ss_sold_date_sk
+       AND ss_item_sk = i_item_sk
+       AND i_manager_id = 38
+       AND d_moy = 12
+       AND d_year = 1998
+       AND ss_customer_sk = c_customer_sk
+       AND c_current_addr_sk = ca_address_sk
+       AND {{ substr('ca_zip', 1, 5) }} <> {{ substr('s_zip', 1, 5) }}
+       AND ss_store_sk = s_store_sk
+GROUP  BY i_brand,
+          i_brand_id,
+          i_manufact_id,
+          i_manufact
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY ext_price DESC,
+          i_brand,
+          i_brand_id,
+          i_manufact_id,
+          i_manufact
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query20.sql b/dbt/models/tpc_ds/query20.sql
new file mode 100644
index 0000000..20b7397
--- /dev/null
+++ b/dbt/models/tpc_ds/query20.sql
@@ -0,0 +1,33 @@
+-- query20
+SELECT {{ 'TOP 100' if target.name == 'synapse' }}
+         i_item_id ,
+         i_item_desc ,
+         i_category ,
+         i_class ,
+         i_current_price ,
+         Sum(cs_ext_sales_price)                                                              AS itemrevenue ,
+         Sum(cs_ext_sales_price)*100/Sum(Sum(cs_ext_sales_price)) OVER (partition BY i_class) AS revenueratio
+FROM     {{source('src__tpc_ds', 'catalog_sales')}} ,
+         {{source('src__tpc_ds', 'item')}} ,
+         {{source('src__tpc_ds', 'date_dim')}}
+WHERE    cs_item_sk = i_item_sk
+AND      i_category IN ('Children',
+                        'Women',
+                        'Electronics')
+AND      cs_sold_date_sk = d_date_sk
+AND      Cast(d_date AS DATE) BETWEEN Cast('2001-02-03' AS DATE) AND      (
+                  Cast('2001-03-03' AS DATE))
+GROUP BY i_item_id ,
+         i_item_desc ,
+         i_category ,
+         i_class ,
+         i_current_price
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER BY i_category ,
+         i_class ,
+         i_item_id ,
+         i_item_desc ,
+         revenueratio
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
+
diff --git a/dbt/models/tpc_ds/query21.sql b/dbt/models/tpc_ds/query21.sql
new file mode 100644
index 0000000..5e2ab9a
--- /dev/null
+++ b/dbt/models/tpc_ds/query21.sql
@@ -0,0 +1,41 @@
+-- query21
+SELECT {{ 'TOP 100' if target.name == 'synapse' }}
+         *
+FROM    (
+                  SELECT   w_warehouse_name ,
+                           i_item_id ,
+                           Sum(
+                           CASE
+                                    WHEN (
+                                                      Cast(d_date AS DATE) < Cast ('2000-05-13' AS DATE)) THEN inv_quantity_on_hand
+                                    ELSE 0
+                           END) AS inv_before ,
+                           Sum(
+                           CASE
+                                    WHEN (
+                                                      Cast(d_date AS DATE) >= Cast ('2000-05-13' AS DATE)) THEN inv_quantity_on_hand
+                                    ELSE 0
+                           END) AS inv_after
+                  FROM     {{source('src__tpc_ds', 'inventory')}} ,
+                           {{source('src__tpc_ds', 'warehouse')}} ,
+                           {{source('src__tpc_ds', 'item')}} ,
+                           {{source('src__tpc_ds', 'date_dim')}}
+                  WHERE    i_current_price BETWEEN 0.99 AND      1.49
+                  AND      i_item_sk = inv_item_sk
+                  AND      inv_warehouse_sk = w_warehouse_sk
+                  AND      inv_date_sk = d_date_sk
+                  AND      Cast(d_date AS DATE) BETWEEN (Cast ('2000-04-13' AS DATE)) AND      (
+                                    cast ('2000-06-13' AS        date))
+                  GROUP BY w_warehouse_name,
+                           i_item_id) x
+WHERE    (
+                  CASE
+                           WHEN inv_before > 0 THEN inv_after / inv_before
+                           ELSE NULL
+                  END) BETWEEN 2.0/3.0 AND      3.0/2.0
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER BY w_warehouse_name ,
+         i_item_id
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
+
diff --git a/dbt/models/tpc_ds/query22.sql b/dbt/models/tpc_ds/query22.sql
new file mode 100644
index 0000000..e1cc7ac
--- /dev/null
+++ b/dbt/models/tpc_ds/query22.sql
@@ -0,0 +1,23 @@
+-- query22
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} i_product_name,
+               i_brand,
+               i_class,
+               i_category,
+               Avg(inv_quantity_on_hand) qoh
+FROM   {{source('src__tpc_ds', 'inventory')}},
+       {{source('src__tpc_ds', 'date_dim')}},
+       {{source('src__tpc_ds', 'item')}},
+       {{source('src__tpc_ds', 'warehouse')}}
+WHERE  inv_date_sk = d_date_sk
+       AND inv_item_sk = i_item_sk
+       AND inv_warehouse_sk = w_warehouse_sk
+       AND d_month_seq BETWEEN 1205 AND 1205 + 11
+GROUP  BY i_product_name, i_brand, i_class, i_category
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY qoh,
+          i_product_name,
+          i_brand,
+          i_class,
+          i_category
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query23.sql b/dbt/models/tpc_ds/query23.sql
new file mode 100644
index 0000000..a32081e
--- /dev/null
+++ b/dbt/models/tpc_ds/query23.sql
@@ -0,0 +1,60 @@
+-- query23
+WITH frequent_ss_items
+     AS (SELECT {{ substr('i_item_desc', 1, 30) }} itemdesc,
+                i_item_sk                  item_sk,
+                d_date                     solddate,
+                Count(*)                   cnt
+         FROM   {{source('src__tpc_ds', 'store_sales')}},
+                {{source('src__tpc_ds', 'date_dim')}},
+                {{source('src__tpc_ds', 'item')}}
+         WHERE  ss_sold_date_sk = d_date_sk
+                AND ss_item_sk = i_item_sk
+                AND d_year IN ( 1998, 1998 + 1, 1998 + 2, 1998 + 3 )
+         GROUP  BY {{ substr('i_item_desc', 1, 30) }},
+                   i_item_sk,
+                   d_date
+         HAVING Count(*) > 4),
+
+max_store_sales
+     AS (SELECT Max(csales) tpcds_cmax
+         FROM   (SELECT c_customer_sk,
+                        Sum(ss_quantity * ss_sales_price) csales
+                 FROM   {{source('src__tpc_ds', 'store_sales')}},
+                        {{source('src__tpc_ds', 'customer')}},
+                        {{source('src__tpc_ds', 'date_dim')}}
+                 WHERE  ss_customer_sk = c_customer_sk
+                        AND ss_sold_date_sk = d_date_sk
+                        AND d_year IN ( 1998, 1998 + 1, 1998 + 2, 1998 + 3 )
+                 GROUP  BY c_customer_sk) as a),
+best_ss_customer
+     AS (SELECT c_customer_sk,
+                Sum(ss_quantity * ss_sales_price) ssales
+         FROM   {{source('src__tpc_ds', 'store_sales')}},
+                {{source('src__tpc_ds', 'customer')}}
+         WHERE  ss_customer_sk = c_customer_sk
+         GROUP  BY c_customer_sk
+         HAVING Sum(ss_quantity * ss_sales_price) >
+                ( 95 / 100.0 ) * (SELECT *
+                                  FROM   max_store_sales))
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} Sum(sales) as sum_sales
+FROM   (SELECT cs_quantity * cs_list_price sales
+        FROM   {{source('src__tpc_ds', 'catalog_sales')}},
+               {{source('src__tpc_ds', 'date_dim')}}
+        WHERE  d_year = 1998
+               AND d_moy = 6
+               AND cs_sold_date_sk = d_date_sk
+               AND cs_item_sk IN (SELECT item_sk
+                                  FROM   frequent_ss_items)
+               AND cs_bill_customer_sk IN (SELECT c_customer_sk
+                                           FROM   best_ss_customer)
+        UNION ALL
+        SELECT ws_quantity * ws_list_price sales
+        FROM   {{source('src__tpc_ds', 'web_sales')}},
+               {{source('src__tpc_ds', 'date_dim')}}
+        WHERE  d_year = 1998
+               AND d_moy = 6
+               AND ws_sold_date_sk = d_date_sk
+               AND ws_item_sk IN (SELECT item_sk
+                                  FROM   frequent_ss_items)
+               AND ws_bill_customer_sk IN (SELECT c_customer_sk
+                                           FROM   best_ss_customer)) as abc {{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query24.sql b/dbt/models/tpc_ds/query24.sql
new file mode 100644
index 0000000..2f8bda1
--- /dev/null
+++ b/dbt/models/tpc_ds/query24.sql
@@ -0,0 +1,48 @@
+-- query24
+WITH ssales
+     AS (SELECT c_last_name,
+                c_first_name,
+                s_store_name,
+                ca_state,
+                s_state,
+                i_color,
+                i_current_price,
+                i_manager_id,
+                i_units,
+                i_size,
+                Sum(ss_net_profit) netpaid
+         FROM   {{source('src__tpc_ds', 'store_sales')}},
+                {{source('src__tpc_ds', 'store_returns')}},
+                {{source('src__tpc_ds', 'store')}},
+                {{source('src__tpc_ds', 'item')}},
+                {{source('src__tpc_ds', 'customer')}},
+                {{source('src__tpc_ds', 'customer_address')}}
+         WHERE  ss_ticket_number = sr_ticket_number
+                AND ss_item_sk = sr_item_sk
+                AND ss_customer_sk = c_customer_sk
+                AND ss_item_sk = i_item_sk
+                AND ss_store_sk = s_store_sk
+                AND c_birth_country = Upper(ca_country)
+                AND s_zip = ca_zip
+                AND s_market_id = 6
+         GROUP  BY c_last_name,
+                   c_first_name,
+                   s_store_name,
+                   ca_state,
+                   s_state,
+                   i_color,
+                   i_current_price,
+                   i_manager_id,
+                   i_units,
+                   i_size)
+SELECT c_last_name,
+       c_first_name,
+       s_store_name,
+       Sum(netpaid) paid
+FROM   ssales
+WHERE  i_color = 'papaya'
+GROUP  BY c_last_name,
+          c_first_name,
+          s_store_name
+HAVING Sum(netpaid) > (SELECT 0.05 * Avg(netpaid)
+                       FROM   ssales)
diff --git a/dbt/models/tpc_ds/query25.sql b/dbt/models/tpc_ds/query25.sql
new file mode 100644
index 0000000..f4e55aa
--- /dev/null
+++ b/dbt/models/tpc_ds/query25.sql
@@ -0,0 +1,43 @@
+-- query25
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} i_item_id,
+               i_item_desc,
+               s_store_id,
+               s_store_name,
+               Max(ss_net_profit) AS store_sales_profit,
+               Max(sr_net_loss)   AS store_returns_loss,
+               Max(cs_net_profit) AS catalog_sales_profit
+FROM   {{source('src__tpc_ds', 'store_sales')}},
+       {{source('src__tpc_ds', 'store_returns')}},
+       {{source('src__tpc_ds', 'catalog_sales')}},
+       {{source('src__tpc_ds', 'date_dim')}} d1,
+       {{source('src__tpc_ds', 'date_dim')}} d2,
+       {{source('src__tpc_ds', 'date_dim')}} d3,
+       {{source('src__tpc_ds', 'store')}},
+       {{source('src__tpc_ds', 'item')}}
+WHERE  d1.d_moy = 4
+       AND d1.d_year = 2001
+       AND d1.d_date_sk = ss_sold_date_sk
+       AND i_item_sk = ss_item_sk
+       AND s_store_sk = ss_store_sk
+       AND ss_customer_sk = sr_customer_sk
+       AND ss_item_sk = sr_item_sk
+       AND ss_ticket_number = sr_ticket_number
+       AND sr_returned_date_sk = d2.d_date_sk
+       AND d2.d_moy BETWEEN 4 AND 10
+       AND d2.d_year = 2001
+       AND sr_customer_sk = cs_bill_customer_sk
+       AND sr_item_sk = cs_item_sk
+       AND cs_sold_date_sk = d3.d_date_sk
+       AND d3.d_moy BETWEEN 4 AND 10
+       AND d3.d_year = 2001
+GROUP  BY i_item_id,
+          i_item_desc,
+          s_store_id,
+          s_store_name
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY i_item_id,
+          i_item_desc,
+          s_store_id,
+          s_store_name
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query26.sql b/dbt/models/tpc_ds/query26.sql
new file mode 100644
index 0000000..e1741e2
--- /dev/null
+++ b/dbt/models/tpc_ds/query26.sql
@@ -0,0 +1,26 @@
+-- query26
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} i_item_id,
+               Avg(cs_quantity)    agg1,
+               Avg(cs_list_price)  agg2,
+               Avg(cs_coupon_amt)  agg3,
+               Avg(cs_sales_price) agg4
+FROM   {{source('src__tpc_ds', 'catalog_sales')}},
+       {{source('src__tpc_ds', 'customer_demographics')}},
+       {{source('src__tpc_ds', 'date_dim')}},
+       {{source('src__tpc_ds', 'item')}},
+       {{source('src__tpc_ds', 'promotion')}}
+WHERE  cs_sold_date_sk = d_date_sk
+       AND cs_item_sk = i_item_sk
+       AND cs_bill_cdemo_sk = cd_demo_sk
+       AND cs_promo_sk = p_promo_sk
+       AND cd_gender = 'F'
+       AND cd_marital_status = 'W'
+       AND cd_education_status = 'Secondary'
+       AND ( p_channel_email = 'N'
+              OR p_channel_event = 'N' )
+       AND d_year = 2000
+GROUP  BY i_item_id
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY i_item_id
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query27.sql b/dbt/models/tpc_ds/query27.sql
new file mode 100644
index 0000000..c07f6e7
--- /dev/null
+++ b/dbt/models/tpc_ds/query27.sql
@@ -0,0 +1,28 @@
+-- query27
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} i_item_id,
+               s_state,
+               Avg(ss_quantity)    agg1,
+               Avg(ss_list_price)  agg2,
+               Avg(ss_coupon_amt)  agg3,
+               Avg(ss_sales_price) agg4
+FROM   {{source('src__tpc_ds', 'store_sales')}},
+       {{source('src__tpc_ds', 'customer_demographics')}},
+       {{source('src__tpc_ds', 'date_dim')}},
+       {{source('src__tpc_ds', 'store')}},
+       {{source('src__tpc_ds', 'item')}}
+WHERE  ss_sold_date_sk = d_date_sk
+       AND ss_item_sk = i_item_sk
+       AND ss_store_sk = s_store_sk
+       AND ss_cdemo_sk = cd_demo_sk
+       AND cd_gender = 'M'
+       AND cd_marital_status = 'D'
+       AND cd_education_status = 'College'
+       AND d_year = 2000
+       AND s_state IN ( 'TN', 'TN', 'TN', 'TN',
+                        'TN', 'TN' )
+GROUP  BY i_item_id, s_state
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY i_item_id,
+          s_state
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query28.sql b/dbt/models/tpc_ds/query28.sql
new file mode 100644
index 0000000..e7869ad
--- /dev/null
+++ b/dbt/models/tpc_ds/query28.sql
@@ -0,0 +1,51 @@
+-- query28
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} *
+FROM   (SELECT Avg(ss_list_price)            B1_LP,
+               Count(ss_list_price)          B1_CNT,
+               Count(DISTINCT ss_list_price) B1_CNTD
+        FROM   {{source('src__tpc_ds', 'store_sales')}}
+        WHERE  ss_quantity BETWEEN 0 AND 5
+               AND ( ss_list_price BETWEEN 18 AND 18 + 10
+                      OR ss_coupon_amt BETWEEN 1939 AND 1939 + 1000
+                      OR ss_wholesale_cost BETWEEN 34 AND 34 + 20 )) B1,
+       (SELECT Avg(ss_list_price)            B2_LP,
+               Count(ss_list_price)          B2_CNT,
+               Count(DISTINCT ss_list_price) B2_CNTD
+        FROM   {{source('src__tpc_ds', 'store_sales')}}
+        WHERE  ss_quantity BETWEEN 6 AND 10
+               AND ( ss_list_price BETWEEN 1 AND 1 + 10
+                      OR ss_coupon_amt BETWEEN 35 AND 35 + 1000
+                      OR ss_wholesale_cost BETWEEN 50 AND 50 + 20 )) B2,
+       (SELECT Avg(ss_list_price)            B3_LP,
+               Count(ss_list_price)          B3_CNT,
+               Count(DISTINCT ss_list_price) B3_CNTD
+        FROM   {{source('src__tpc_ds', 'store_sales')}}
+        WHERE  ss_quantity BETWEEN 11 AND 15
+               AND ( ss_list_price BETWEEN 91 AND 91 + 10
+                      OR ss_coupon_amt BETWEEN 1412 AND 1412 + 1000
+                      OR ss_wholesale_cost BETWEEN 17 AND 17 + 20 )) B3,
+       (SELECT Avg(ss_list_price)            B4_LP,
+               Count(ss_list_price)          B4_CNT,
+               Count(DISTINCT ss_list_price) B4_CNTD
+        FROM   {{source('src__tpc_ds', 'store_sales')}}
+        WHERE  ss_quantity BETWEEN 16 AND 20
+               AND ( ss_list_price BETWEEN 9 AND 9 + 10
+                      OR ss_coupon_amt BETWEEN 5270 AND 5270 + 1000
+                      OR ss_wholesale_cost BETWEEN 29 AND 29 + 20 )) B4,
+       (SELECT Avg(ss_list_price)            B5_LP,
+               Count(ss_list_price)          B5_CNT,
+               Count(DISTINCT ss_list_price) B5_CNTD
+        FROM   {{source('src__tpc_ds', 'store_sales')}}
+        WHERE  ss_quantity BETWEEN 21 AND 25
+               AND ( ss_list_price BETWEEN 45 AND 45 + 10
+                      OR ss_coupon_amt BETWEEN 826 AND 826 + 1000
+                      OR ss_wholesale_cost BETWEEN 5 AND 5 + 20 )) B5,
+       (SELECT Avg(ss_list_price)            B6_LP,
+               Count(ss_list_price)          B6_CNT,
+               Count(DISTINCT ss_list_price) B6_CNTD
+        FROM   {{source('src__tpc_ds', 'store_sales')}}
+        WHERE  ss_quantity BETWEEN 26 AND 30
+               AND ( ss_list_price BETWEEN 174 AND 174 + 10
+                      OR ss_coupon_amt BETWEEN 5548 AND 5548 + 1000
+                      OR ss_wholesale_cost BETWEEN 42 AND 42 + 20 )) B6
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query29.sql b/dbt/models/tpc_ds/query29.sql
new file mode 100644
index 0000000..66cf59c
--- /dev/null
+++ b/dbt/models/tpc_ds/query29.sql
@@ -0,0 +1,42 @@
+-- query29
+SELECT i_item_id,
+               i_item_desc,
+               s_store_id,
+               s_store_name,
+               Avg(ss_quantity)        AS store_sales_quantity,
+               Avg(sr_return_quantity) AS store_returns_quantity,
+               Avg(cs_quantity)        AS catalog_sales_quantity
+FROM   {{source('src__tpc_ds', 'store_sales')}},
+       {{source('src__tpc_ds', 'store_returns')}},
+       {{source('src__tpc_ds', 'catalog_sales')}},
+       {{source('src__tpc_ds', 'date_dim')}} d1,
+       {{source('src__tpc_ds', 'date_dim')}} d2,
+       {{source('src__tpc_ds', 'date_dim')}} d3,
+       {{source('src__tpc_ds', 'store')}},
+       {{source('src__tpc_ds', 'item')}}
+WHERE  d1.d_moy = 4
+       AND d1.d_year = 1998
+       AND d1.d_date_sk = ss_sold_date_sk
+       AND i_item_sk = ss_item_sk
+       AND s_store_sk = ss_store_sk
+       AND ss_customer_sk = sr_customer_sk
+       AND ss_item_sk = sr_item_sk
+       AND ss_ticket_number = sr_ticket_number
+       AND sr_returned_date_sk = d2.d_date_sk
+       AND d2.d_moy BETWEEN 4 AND 4 + 3
+       AND d2.d_year = 1998
+       AND sr_customer_sk = cs_bill_customer_sk
+       AND sr_item_sk = cs_item_sk
+       AND cs_sold_date_sk = d3.d_date_sk
+       AND d3.d_year IN ( 1998, 1998 + 1, 1998 + 2 )
+GROUP  BY i_item_id,
+          i_item_desc,
+          s_store_id,
+          s_store_name
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY i_item_id,
+          i_item_desc,
+          s_store_id,
+          s_store_name
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query30.sql b/dbt/models/tpc_ds/query30.sql
new file mode 100644
index 0000000..6015bbf
--- /dev/null
+++ b/dbt/models/tpc_ds/query30.sql
@@ -0,0 +1,51 @@
+-- query30
+WITH customer_total_return
+     AS (SELECT wr_returning_customer_sk AS ctr_customer_sk,
+                ca_state                 AS ctr_state,
+                Sum(wr_return_amt)       AS ctr_total_return
+         FROM   {{source('src__tpc_ds', 'web_returns')}},
+                {{source('src__tpc_ds', 'date_dim')}},
+                {{source('src__tpc_ds', 'customer_address')}}
+         WHERE  wr_returned_date_sk = d_date_sk
+                AND d_year = 2000
+                AND wr_returning_addr_sk = ca_address_sk
+         GROUP  BY wr_returning_customer_sk,
+                   ca_state)
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} c_customer_id,
+               c_salutation,
+               c_first_name,
+               c_last_name,
+               c_preferred_cust_flag,
+               c_birth_day,
+               c_birth_month,
+               c_birth_year,
+               c_birth_country,
+               c_login,
+               c_email_address,
+               c_last_review_date,
+               ctr_total_return
+FROM   customer_total_return ctr1,
+       {{source('src__tpc_ds', 'customer_address')}},
+       {{source('src__tpc_ds', 'customer')}}
+WHERE  ctr1.ctr_total_return > (SELECT Avg(ctr_total_return) * 1.2
+                                FROM   customer_total_return ctr2
+                                WHERE  ctr1.ctr_state = ctr2.ctr_state)
+       AND ca_address_sk = c_current_addr_sk
+       AND ca_state = 'IN'
+       AND ctr1.ctr_customer_sk = c_customer_sk
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY c_customer_id,
+          c_salutation,
+          c_first_name,
+          c_last_name,
+          c_preferred_cust_flag,
+          c_birth_day,
+          c_birth_month,
+          c_birth_year,
+          c_birth_country,
+          c_login,
+          c_email_address,
+          c_last_review_date,
+          ctr_total_return
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query31.sql b/dbt/models/tpc_ds/query31.sql
new file mode 100644
index 0000000..bbbd4e0
--- /dev/null
+++ b/dbt/models/tpc_ds/query31.sql
@@ -0,0 +1,77 @@
+-- query31
+WITH ss
+     AS (SELECT ca_county,
+                d_qoy,
+                d_year,
+                Sum(ss_ext_sales_price) AS store_sales
+         FROM   {{source('src__tpc_ds', 'store_sales')}},
+                {{source('src__tpc_ds', 'date_dim')}},
+                {{source('src__tpc_ds', 'customer_address')}}
+         WHERE  ss_sold_date_sk = d_date_sk
+                AND ss_addr_sk = ca_address_sk
+         GROUP  BY ca_county,
+                   d_qoy,
+                   d_year),
+     ws
+     AS (SELECT ca_county,
+                d_qoy,
+                d_year,
+                Sum(ws_ext_sales_price) AS web_sales
+         FROM   {{source('src__tpc_ds', 'web_sales')}},
+                {{source('src__tpc_ds', 'date_dim')}},
+                {{source('src__tpc_ds', 'customer_address')}}
+         WHERE  ws_sold_date_sk = d_date_sk
+                AND ws_bill_addr_sk = ca_address_sk
+         GROUP  BY ca_county,
+                   d_qoy,
+                   d_year)
+SELECT ss1.ca_county,
+       ss1.d_year,
+       ws2.web_sales / ws1.web_sales     web_q1_q2_increase,
+       ss2.store_sales / ss1.store_sales store_q1_q2_increase,
+       ws3.web_sales / ws2.web_sales     web_q2_q3_increase,
+       ss3.store_sales / ss2.store_sales store_q2_q3_increase
+FROM   ss ss1,
+       ss ss2,
+       ss ss3,
+       ws ws1,
+       ws ws2,
+       ws ws3
+WHERE  ss1.d_qoy = 1
+       AND ss1.d_year = 2001
+       AND ss1.ca_county = ss2.ca_county
+       AND ss2.d_qoy = 2
+       AND ss2.d_year = 2001
+       AND ss2.ca_county = ss3.ca_county
+       AND ss3.d_qoy = 3
+       AND ss3.d_year = 2001
+       AND ss1.ca_county = ws1.ca_county
+       AND ws1.d_qoy = 1
+       AND ws1.d_year = 2001
+       AND ws1.ca_county = ws2.ca_county
+       AND ws2.d_qoy = 2
+       AND ws2.d_year = 2001
+       AND ws1.ca_county = ws3.ca_county
+       AND ws3.d_qoy = 3
+       AND ws3.d_year = 2001
+       AND CASE
+             WHEN ws1.web_sales > 0 THEN ws2.web_sales / ws1.web_sales
+             ELSE NULL
+           END > CASE
+                   WHEN ss1.store_sales > 0 THEN
+
+                   ss2.store_sales / ss1.store_sales
+
+                   ELSE NULL
+                 END
+       AND CASE
+             WHEN ws2.web_sales > 0 THEN ws3.web_sales / ws2.web_sales
+             ELSE NULL
+           END > CASE
+                   WHEN ss2.store_sales > 0 THEN
+                   ss3.store_sales / ss2.store_sales
+                   ELSE NULL
+                 END
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY ss1.d_year{% endif %}
+
diff --git a/dbt/models/tpc_ds/query32.sql b/dbt/models/tpc_ds/query32.sql
new file mode 100644
index 0000000..83a4cc2
--- /dev/null
+++ b/dbt/models/tpc_ds/query32.sql
@@ -0,0 +1,22 @@
+-- query32
+SELECT {{ 'TOP 100' if target.name == 'synapse' }}
+       Sum(cs_ext_discount_amt) AS excess_discount_amount
+FROM   {{source('src__tpc_ds', 'catalog_sales')}} ,
+       {{source('src__tpc_ds', 'item')}} ,
+       {{source('src__tpc_ds', 'date_dim')}}
+WHERE  i_manufact_id = 610
+AND    i_item_sk = cs_item_sk
+AND    Cast(d_date AS DATE) BETWEEN Cast('2001-03-04' AS DATE) AND    (
+              Cast('2001-06-03' AS DATE))
+AND    d_date_sk = cs_sold_date_sk
+AND    cs_ext_discount_amt >
+       (
+              SELECT 1.3 * avg(cs_ext_discount_amt)
+              FROM   {{source('src__tpc_ds', 'catalog_sales')}} ,
+                     {{source('src__tpc_ds', 'date_dim')}}
+              WHERE  cs_item_sk = i_item_sk
+              AND    Cast(d_date AS DATE) BETWEEN Cast('2001-03-04' AS DATE) AND    (
+                            Cast('2001-06-03' AS DATE))
+              AND    d_date_sk = cs_sold_date_sk )
+{{ 'LIMIT 100' if target.type != 'synapse' }}
+
diff --git a/dbt/models/tpc_ds/query33.sql b/dbt/models/tpc_ds/query33.sql
new file mode 100644
index 0000000..7b72cf9
--- /dev/null
+++ b/dbt/models/tpc_ds/query33.sql
@@ -0,0 +1,67 @@
+-- query33
+WITH ss
+     AS (SELECT i_manufact_id,
+                Sum(ss_ext_sales_price) total_sales
+         FROM   {{source('src__tpc_ds', 'store_sales')}},
+                {{source('src__tpc_ds', 'date_dim')}},
+                {{source('src__tpc_ds', 'customer_address')}},
+                {{source('src__tpc_ds', 'item')}}
+         WHERE  i_manufact_id IN (SELECT i_manufact_id
+                                  FROM   {{source('src__tpc_ds', 'item')}}
+                                  WHERE  i_category IN ( 'Books' ))
+                AND ss_item_sk = i_item_sk
+                AND ss_sold_date_sk = d_date_sk
+                AND d_year = 1999
+                AND d_moy = 3
+                AND ss_addr_sk = ca_address_sk
+                AND ca_gmt_offset = -5
+         GROUP  BY i_manufact_id),
+     cs
+     AS (SELECT i_manufact_id,
+                Sum(cs_ext_sales_price) total_sales
+         FROM   {{source('src__tpc_ds', 'catalog_sales')}},
+                {{source('src__tpc_ds', 'date_dim')}},
+                {{source('src__tpc_ds', 'customer_address')}},
+                {{source('src__tpc_ds', 'item')}}
+         WHERE  i_manufact_id IN (SELECT i_manufact_id
+                                  FROM   {{source('src__tpc_ds', 'item')}}
+                                  WHERE  i_category IN ( 'Books' ))
+                AND cs_item_sk = i_item_sk
+                AND cs_sold_date_sk = d_date_sk
+                AND d_year = 1999
+                AND d_moy = 3
+                AND cs_bill_addr_sk = ca_address_sk
+                AND ca_gmt_offset = -5
+         GROUP  BY i_manufact_id),
+     ws
+     AS (SELECT i_manufact_id,
+                Sum(ws_ext_sales_price) total_sales
+         FROM   {{source('src__tpc_ds', 'web_sales')}},
+                {{source('src__tpc_ds', 'date_dim')}},
+                {{source('src__tpc_ds', 'customer_address')}},
+                {{source('src__tpc_ds', 'item')}}
+         WHERE  i_manufact_id IN (SELECT i_manufact_id
+                                  FROM   {{source('src__tpc_ds', 'item')}}
+                                  WHERE  i_category IN ( 'Books' ))
+                AND ws_item_sk = i_item_sk
+                AND ws_sold_date_sk = d_date_sk
+                AND d_year = 1999
+                AND d_moy = 3
+                AND ws_bill_addr_sk = ca_address_sk
+                AND ca_gmt_offset = -5
+         GROUP  BY i_manufact_id)
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} i_manufact_id,
+               Sum(total_sales) total_sales
+FROM   (SELECT *
+        FROM   ss
+        UNION ALL
+        SELECT *
+        FROM   cs
+        UNION ALL
+        SELECT *
+        FROM   ws) tmp1
+GROUP  BY i_manufact_id
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY total_sales
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query34.sql b/dbt/models/tpc_ds/query34.sql
new file mode 100644
index 0000000..915332d
--- /dev/null
+++ b/dbt/models/tpc_ds/query34.sql
@@ -0,0 +1,48 @@
+-- query34
+SELECT c_last_name,
+       c_first_name,
+       c_salutation,
+       c_preferred_cust_flag,
+       ss_ticket_number,
+       cnt
+FROM   (SELECT ss_ticket_number,
+               ss_customer_sk,
+               Count(*) cnt
+        FROM   {{source('src__tpc_ds', 'store_sales')}},
+               {{source('src__tpc_ds', 'date_dim')}},
+               {{source('src__tpc_ds', 'store')}},
+               {{source('src__tpc_ds', 'household_demographics')}}
+        WHERE  store_sales.ss_sold_date_sk = date_dim.d_date_sk
+               AND store_sales.ss_store_sk = store.s_store_sk
+               AND store_sales.ss_hdemo_sk = household_demographics.hd_demo_sk
+               AND ( date_dim.d_dom BETWEEN 1 AND 3
+                      OR date_dim.d_dom BETWEEN 25 AND 28 )
+               AND ( household_demographics.hd_buy_potential = '>10000'
+                      OR household_demographics.hd_buy_potential = 'unknown' )
+               AND household_demographics.hd_vehicle_count > 0
+               AND ( CASE
+                       WHEN household_demographics.hd_vehicle_count > 0 THEN
+                       household_demographics.hd_dep_count /
+                       household_demographics.hd_vehicle_count
+                       ELSE NULL
+                     END ) > 1.2
+               AND date_dim.d_year IN ( 1999, 1999 + 1, 1999 + 2 )
+               AND store.s_county IN ( 'Williamson County', 'Williamson County',
+                                       'Williamson County',
+                                                             'Williamson County'
+                                       ,
+                                       'Williamson County', 'Williamson County',
+                                           'Williamson County',
+                                                             'Williamson County'
+                                     )
+        GROUP  BY ss_ticket_number,
+                  ss_customer_sk) dn,
+       {{source('src__tpc_ds', 'customer')}}
+WHERE  ss_customer_sk = c_customer_sk
+       AND cnt BETWEEN 15 AND 20
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY c_last_name,
+          c_first_name,
+          c_salutation,
+          c_preferred_cust_flag DESC{% endif %}
+
diff --git a/dbt/models/tpc_ds/query35.sql b/dbt/models/tpc_ds/query35.sql
new file mode 100644
index 0000000..344fe82
--- /dev/null
+++ b/dbt/models/tpc_ds/query35.sql
@@ -0,0 +1,60 @@
+-- query35
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} ca_state,
+               cd_gender,
+               cd_marital_status,
+               cd_dep_count,
+               Count(*) cnt1,
+               {{ stddev('cd_dep_count') }} as s{{ 'Stddev_samp' if target.type != 'synapse' else 'Stdev' }}_cd_dep_count,
+               Avg(cd_dep_count) as avg_cd_dep_count,
+               Max(cd_dep_count) as max_cd_dep_count,
+               cd_dep_employed_count,
+               Count(*) cnt2,
+               {{ stddev('cd_dep_employed_count') }} as {{ 'Stddev_samp' if target.type != 'synapse' else 'Stdev' }}_cd_dep_employed_count,
+               Avg(cd_dep_employed_count) as avg_cd_dep_employed_count,
+               Max(cd_dep_employed_count) as max_cd_dep_employed_count,
+               cd_dep_college_count,
+               Count(*) cnt3,
+               {{ stddev('cd_dep_college_count') }} {{ 'Stddev_samp' if target.type != 'synapse' else 'Stdev' }}_cd_dep_college_count,
+               Avg(cd_dep_college_count) as avg_cd_dep_college_count,
+               Max(cd_dep_college_count) as max_cd_dep_college_count
+FROM   {{source('src__tpc_ds', 'customer')}} c,
+       {{source('src__tpc_ds', 'customer_address')}} ca,
+       {{source('src__tpc_ds', 'customer_demographics')}}
+WHERE  c.c_current_addr_sk = ca.ca_address_sk
+       AND cd_demo_sk = c.c_current_cdemo_sk
+       AND EXISTS (SELECT *
+                   FROM   {{source('src__tpc_ds', 'store_sales')}},
+                          {{source('src__tpc_ds', 'date_dim')}}
+                   WHERE  c.c_customer_sk = ss_customer_sk
+                          AND ss_sold_date_sk = d_date_sk
+                          AND d_year = 2001
+                          AND d_qoy < 4)
+       AND ( EXISTS (SELECT *
+                     FROM   {{source('src__tpc_ds', 'web_sales')}},
+                            {{source('src__tpc_ds', 'date_dim')}}
+                     WHERE  c.c_customer_sk = ws_bill_customer_sk
+                            AND ws_sold_date_sk = d_date_sk
+                            AND d_year = 2001
+                            AND d_qoy < 4)
+              OR EXISTS (SELECT *
+                         FROM   {{source('src__tpc_ds', 'catalog_sales')}},
+                                {{source('src__tpc_ds', 'date_dim')}}
+                         WHERE  c.c_customer_sk = cs_ship_customer_sk
+                                AND cs_sold_date_sk = d_date_sk
+                                AND d_year = 2001
+                                AND d_qoy < 4) )
+GROUP  BY ca_state,
+          cd_gender,
+          cd_marital_status,
+          cd_dep_count,
+          cd_dep_employed_count,
+          cd_dep_college_count
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY ca_state,
+          cd_gender,
+          cd_marital_status,
+          cd_dep_count,
+          cd_dep_employed_count,
+          cd_dep_college_count
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query36.sql b/dbt/models/tpc_ds/query36.sql
new file mode 100644
index 0000000..7d50599
--- /dev/null
+++ b/dbt/models/tpc_ds/query36.sql
@@ -0,0 +1,26 @@
+-- query36
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} Sum(ss_net_profit) / Sum(ss_ext_sales_price)                 AS
+               gross_margin,
+               i_category,
+               i_class,
+               Rank()
+                 OVER (
+                   PARTITION BY i_category, i_class
+                   ORDER BY Sum(ss_net_profit)/Sum(ss_ext_sales_price) ASC) AS
+               rank_within_parent
+FROM   {{source('src__tpc_ds', 'store_sales')}},
+       {{source('src__tpc_ds', 'date_dim')}} d1,
+       {{source('src__tpc_ds', 'item')}},
+       {{source('src__tpc_ds', 'store')}}
+WHERE  d1.d_year = 2000
+       AND d1.d_date_sk = ss_sold_date_sk
+       AND i_item_sk = ss_item_sk
+       AND s_store_sk = ss_store_sk
+       AND s_state IN ( 'TN', 'TN', 'TN', 'TN',
+                        'TN', 'TN', 'TN', 'TN' )
+GROUP  BY i_category, i_class
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY i_category,
+          rank_within_parent
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query37.sql b/dbt/models/tpc_ds/query37.sql
new file mode 100644
index 0000000..899b029
--- /dev/null
+++ b/dbt/models/tpc_ds/query37.sql
@@ -0,0 +1,24 @@
+-- query37
+SELECT {{ 'TOP 100' if target.name == 'synapse' }}
+         i_item_id ,
+         i_item_desc ,
+         i_current_price
+FROM     {{source('src__tpc_ds', 'item')}},
+         {{source('src__tpc_ds', 'inventory')}},
+         {{source('src__tpc_ds', 'date_dim')}},
+         {{source('src__tpc_ds', 'catalog_sales')}}
+WHERE    i_current_price BETWEEN 20 AND      20 + 30
+AND      inv_item_sk = i_item_sk
+AND      d_date_sk=inv_date_sk
+AND      Cast(d_date AS DATE) BETWEEN Cast('1999-03-06' AS DATE) AND Cast('1999-05-06' AS DATE)
+AND      i_manufact_id IN (843,815,850,840)
+AND      inv_quantity_on_hand BETWEEN 100 AND      500
+AND      cs_item_sk = i_item_sk
+GROUP BY i_item_id,
+         i_item_desc,
+         i_current_price
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER BY i_item_id
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
+
diff --git a/dbt/models/tpc_ds/query38.sql b/dbt/models/tpc_ds/query38.sql
new file mode 100644
index 0000000..b4d7ad0
--- /dev/null
+++ b/dbt/models/tpc_ds/query38.sql
@@ -0,0 +1,37 @@
+-- query38
+WITH g1 AS (
+        SELECT DISTINCT c_last_name,
+                        c_first_name,
+                        d_date
+        FROM   {{source('src__tpc_ds', 'store_sales')}},
+               {{source('src__tpc_ds', 'date_dim')}},
+               {{source('src__tpc_ds', 'customer')}}
+        WHERE  store_sales.ss_sold_date_sk = date_dim.d_date_sk
+               AND store_sales.ss_customer_sk = customer.c_customer_sk
+               AND d_month_seq BETWEEN 1188 AND 1188 + 11
+), g2 AS (
+        SELECT DISTINCT c_last_name,
+                        c_first_name,
+                        d_date
+        FROM   {{source('src__tpc_ds', 'catalog_sales')}},
+               {{source('src__tpc_ds', 'date_dim')}},
+               {{source('src__tpc_ds', 'customer')}}
+        WHERE  catalog_sales.cs_sold_date_sk = date_dim.d_date_sk
+               AND catalog_sales.cs_bill_customer_sk = customer.c_customer_sk
+               AND d_month_seq BETWEEN 1188 AND 1188 + 11
+), g3 AS (
+        SELECT DISTINCT c_last_name,
+                        c_first_name,
+                        d_date
+        FROM   {{source('src__tpc_ds', 'web_sales')}},
+               {{source('src__tpc_ds', 'date_dim')}},
+               {{source('src__tpc_ds', 'customer')}}
+        WHERE  web_sales.ws_sold_date_sk = date_dim.d_date_sk
+               AND web_sales.ws_bill_customer_sk = customer.c_customer_sk
+               AND d_month_seq BETWEEN 1188 AND 1188 + 11
+)
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} Count(*) as cnt
+FROM   g1
+JOIN g2 ON g1.c_last_name = g2.c_last_name AND g1.c_first_name = g2.c_first_name AND g1.d_date = g2.d_date
+JOIN g3 ON g1.c_last_name = g3.c_last_name AND g1.c_first_name = g3.c_first_name AND g1.d_date = g3.d_date
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query39.sql b/dbt/models/tpc_ds/query39.sql
new file mode 100644
index 0000000..90d67c3
--- /dev/null
+++ b/dbt/models/tpc_ds/query39.sql
@@ -0,0 +1,60 @@
+-- query39
+WITH inv
+     AS (SELECT w_warehouse_name,
+                w_warehouse_sk,
+                i_item_sk,
+                d_moy,
+                stdev,
+                mean,
+                CASE mean
+                  WHEN 0 THEN NULL
+                  ELSE stdev / mean
+                END cov
+         FROM  (SELECT w_warehouse_name,
+                       w_warehouse_sk,
+                       i_item_sk,
+                       d_moy,
+                       {{ stddev('inv_quantity_on_hand') }} stdev,
+                       Avg(inv_quantity_on_hand)         mean
+                FROM   {{source('src__tpc_ds', 'inventory')}},
+                       {{source('src__tpc_ds', 'item')}},
+                       {{source('src__tpc_ds', 'warehouse')}},
+                       {{source('src__tpc_ds', 'date_dim')}}
+                WHERE  inv_item_sk = i_item_sk
+                       AND inv_warehouse_sk = w_warehouse_sk
+                       AND inv_date_sk = d_date_sk
+                       AND d_year = 2002
+                GROUP  BY w_warehouse_name,
+                          w_warehouse_sk,
+                          i_item_sk,
+                          d_moy) foo
+         WHERE  CASE mean
+                  WHEN 0 THEN 0
+                  ELSE stdev / mean
+                END > 1)
+SELECT inv1.w_warehouse_sk,
+       inv1.i_item_sk,
+       inv1.d_moy,
+       inv1.mean,
+       inv1.cov,
+       inv2.w_warehouse_sk AS w_warehouse_sk_2,
+       inv2.i_item_sk AS i_item_sk_2,
+       inv2.d_moy AS d_moy_2,
+       inv2.mean AS mean_2,
+       inv2.cov AS cov_2
+FROM   inv inv1,
+       inv inv2
+WHERE  inv1.i_item_sk = inv2.i_item_sk
+       AND inv1.w_warehouse_sk = inv2.w_warehouse_sk
+       AND inv1.d_moy = 1
+       AND inv2.d_moy = 1 + 1
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY inv1.w_warehouse_sk,
+          inv1.i_item_sk,
+          inv1.d_moy,
+          inv1.mean,
+          inv1.cov,
+          inv2.d_moy,
+          inv2.mean,
+          inv2.cov{% endif %}
+
diff --git a/dbt/models/tpc_ds/query40.sql b/dbt/models/tpc_ds/query40.sql
new file mode 100644
index 0000000..ee56575
--- /dev/null
+++ b/dbt/models/tpc_ds/query40.sql
@@ -0,0 +1,37 @@
+-- query40
+SELECT {{ 'TOP 100' if target.name == 'synapse' }}
+                w_state ,
+                i_item_id ,
+                Sum(
+                CASE
+                                WHEN (
+                                                                Cast(d_date AS DATE) < Cast ('2002-06-01' AS DATE)) THEN cs_sales_price - COALESCE(cr_refunded_cash,0)
+                                ELSE 0
+                END) AS sales_before ,
+                Sum(
+                CASE
+                                WHEN (
+                                                                Cast(d_date AS DATE) >= Cast ('2002-06-01' AS DATE)) THEN cs_sales_price - COALESCE(cr_refunded_cash,0)
+                                ELSE 0
+                END) AS sales_after
+FROM            {{source('src__tpc_ds', 'catalog_sales')}}
+LEFT OUTER JOIN {{source('src__tpc_ds', 'catalog_returns')}}
+ON              (
+                                cs_order_number = cr_order_number
+                AND             cs_item_sk = cr_item_sk) ,
+                {{source('src__tpc_ds', 'warehouse')}} ,
+                {{source('src__tpc_ds', 'item')}} ,
+                {{source('src__tpc_ds', 'date_dim')}}
+WHERE           i_current_price BETWEEN 0.99 AND             1.49
+AND             i_item_sk = cs_item_sk
+AND             cs_warehouse_sk = w_warehouse_sk
+AND             cs_sold_date_sk = d_date_sk
+AND             Cast(d_date AS DATE) BETWEEN (Cast ('2002-05-01' AS DATE)) AND cast ('2002-07-01' AS date)
+GROUP BY        w_state,
+                i_item_id
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER BY        w_state,
+                i_item_id
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
+
diff --git a/dbt/models/tpc_ds/query41.sql b/dbt/models/tpc_ds/query41.sql
new file mode 100644
index 0000000..9c4786f
--- /dev/null
+++ b/dbt/models/tpc_ds/query41.sql
@@ -0,0 +1,68 @@
+-- query41
+SELECT Distinct {{ 'TOP 100' if target.name == 'synapse' }} i_product_name
+FROM   {{source('src__tpc_ds', 'item')}} i1
+WHERE  i_manufact_id BETWEEN 765 AND 765 + 40
+       AND (SELECT Count(*) AS item_cnt
+            FROM   {{source('src__tpc_ds', 'item')}}
+            WHERE  ( i_manufact = i1.i_manufact
+                     AND ( ( i_category = 'Women'
+                             AND ( i_color = 'dim'
+                                    OR i_color = 'green' )
+                             AND ( i_units = 'Gross'
+                                    OR i_units = 'Dozen' )
+                             AND ( i_size = 'economy'
+                                    OR i_size = 'petite' ) )
+                            OR ( i_category = 'Women'
+                                 AND ( i_color = 'navajo'
+                                        OR i_color = 'aquamarine' )
+                                 AND ( i_units = 'Case'
+                                        OR i_units = 'Unknown' )
+                                 AND ( i_size = 'large'
+                                        OR i_size = 'N/A' ) )
+                            OR ( i_category = 'Men'
+                                 AND ( i_color = 'indian'
+                                        OR i_color = 'dark' )
+                                 AND ( i_units = 'Oz'
+                                        OR i_units = 'Lb' )
+                                 AND ( i_size = 'extra large'
+                                        OR i_size = 'small' ) )
+                            OR ( i_category = 'Men'
+                                 AND ( i_color = 'peach'
+                                        OR i_color = 'purple' )
+                                 AND ( i_units = 'Tbl'
+                                        OR i_units = 'Bunch' )
+                                 AND ( i_size = 'economy'
+                                        OR i_size = 'petite' ) ) ) )
+                    OR ( i_manufact = i1.i_manufact
+                         AND ( ( i_category = 'Women'
+                                 AND ( i_color = 'orchid'
+                                        OR i_color = 'peru' )
+                                 AND ( i_units = 'Carton'
+                                        OR i_units = 'Cup' )
+                                 AND ( i_size = 'economy'
+                                        OR i_size = 'petite' ) )
+                                OR ( i_category = 'Women'
+                                     AND ( i_color = 'violet'
+                                            OR i_color = 'papaya' )
+                                     AND ( i_units = 'Ounce'
+                                            OR i_units = 'Box' )
+                                     AND ( i_size = 'large'
+                                            OR i_size = 'N/A' ) )
+                                OR ( i_category = 'Men'
+                                     AND ( i_color = 'drab'
+                                            OR i_color = 'grey' )
+                                     AND ( i_units = 'Each'
+                                            OR i_units = 'N/A' )
+                                     AND ( i_size = 'extra large'
+                                            OR i_size = 'small' ) )
+                                OR ( i_category = 'Men'
+                                     AND ( i_color = 'chocolate'
+                                            OR i_color = 'antique' )
+                                     AND ( i_units = 'Dram'
+                                            OR i_units = 'Gram' )
+                                     AND ( i_size = 'economy'
+                                            OR i_size = 'petite' ) ) ) )) > 0
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY i_product_name
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query42.sql b/dbt/models/tpc_ds/query42.sql
new file mode 100644
index 0000000..dcc5384
--- /dev/null
+++ b/dbt/models/tpc_ds/query42.sql
@@ -0,0 +1,21 @@
+-- query42
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} dt.d_year,
+               item.i_category_id,
+               item.i_category,
+               Sum(ss_ext_sales_price) as sum_ss_ext_sales_price
+FROM   {{source('src__tpc_ds', 'date_dim')}} dt,
+       {{source('src__tpc_ds', 'store_sales')}},
+       {{source('src__tpc_ds', 'item')}}
+WHERE  dt.d_date_sk = store_sales.ss_sold_date_sk
+       AND store_sales.ss_item_sk = item.i_item_sk
+       AND item.i_manager_id = 1
+       AND dt.d_moy = 12
+       AND dt.d_year = 2000
+GROUP  BY dt.d_year,
+          item.i_category_id,
+          item.i_category
+ORDER  BY Sum(ss_ext_sales_price) DESC,
+          dt.d_year,
+          item.i_category_id,
+          item.i_category
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query43.sql b/dbt/models/tpc_ds/query43.sql
new file mode 100644
index 0000000..73202ba
--- /dev/null
+++ b/dbt/models/tpc_ds/query43.sql
@@ -0,0 +1,52 @@
+-- query43
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} s_store_name,
+               s_store_id,
+               Sum(CASE
+                     WHEN ( d_day_name = 'Sunday' ) THEN ss_sales_price
+                     ELSE NULL
+                   END) sun_sales,
+               Sum(CASE
+                     WHEN ( d_day_name = 'Monday' ) THEN ss_sales_price
+                     ELSE NULL
+                   END) mon_sales,
+               Sum(CASE
+                     WHEN ( d_day_name = 'Tuesday' ) THEN ss_sales_price
+                     ELSE NULL
+                   END) tue_sales,
+               Sum(CASE
+                     WHEN ( d_day_name = 'Wednesday' ) THEN ss_sales_price
+                     ELSE NULL
+                   END) wed_sales,
+               Sum(CASE
+                     WHEN ( d_day_name = 'Thursday' ) THEN ss_sales_price
+                     ELSE NULL
+                   END) thu_sales,
+               Sum(CASE
+                     WHEN ( d_day_name = 'Friday' ) THEN ss_sales_price
+                     ELSE NULL
+                   END) fri_sales,
+               Sum(CASE
+                     WHEN ( d_day_name = 'Saturday' ) THEN ss_sales_price
+                     ELSE NULL
+                   END) sat_sales
+FROM   {{source('src__tpc_ds', 'date_dim')}},
+       {{source('src__tpc_ds', 'store_sales')}},
+       {{source('src__tpc_ds', 'store')}}
+WHERE  d_date_sk = ss_sold_date_sk
+       AND s_store_sk = ss_store_sk
+       AND s_gmt_offset = -5
+       AND d_year = 2002
+GROUP  BY s_store_name,
+          s_store_id
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY s_store_name,
+          s_store_id,
+          sun_sales,
+          mon_sales,
+          tue_sales,
+          wed_sales,
+          thu_sales,
+          fri_sales,
+          sat_sales
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query44.sql b/dbt/models/tpc_ds/query44.sql
new file mode 100644
index 0000000..a5e3ed2
--- /dev/null
+++ b/dbt/models/tpc_ds/query44.sql
@@ -0,0 +1,53 @@
+-- query44
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} asceding.rnk,
+               i1.i_product_name best_performing,
+               i2.i_product_name worst_performing
+FROM  (SELECT *
+       FROM   (SELECT item_sk,
+                      Rank()
+                        OVER (
+                            ORDER BY rank_col ASC) rnk
+               FROM   (SELECT ss_item_sk         item_sk,
+                              Avg(ss_net_profit) rank_col
+                       FROM   {{source('src__tpc_ds', 'store_sales')}} ss1
+                       WHERE  ss_store_sk = 4
+                       GROUP  BY ss_item_sk
+                       HAVING Avg(ss_net_profit) > 0.9 *
+                              (SELECT Avg(ss_net_profit)
+                                      rank_col
+                               FROM   {{source('src__tpc_ds', 'store_sales')}}
+                               WHERE  ss_store_sk = 4
+                                      AND ss_cdemo_sk IS
+                                          NULL
+                               GROUP  BY ss_store_sk))V1)
+              V11
+       WHERE  rnk < 11) asceding,
+      (SELECT *
+       FROM   (SELECT item_sk,
+                      Rank()
+                        OVER (
+                            ORDER BY rank_col DESC) rnk
+               FROM   (SELECT ss_item_sk         item_sk,
+                              Avg(ss_net_profit) rank_col
+                       FROM   {{source('src__tpc_ds', 'store_sales')}} ss1
+                       WHERE  ss_store_sk = 4
+                       GROUP  BY ss_item_sk
+                       HAVING Avg(ss_net_profit) > 0.9 *
+                              (SELECT Avg(ss_net_profit)
+                                      rank_col
+                               FROM   {{source('src__tpc_ds', 'store_sales')}}
+                               WHERE  ss_store_sk = 4
+                                      AND ss_cdemo_sk IS
+                                          NULL
+                               GROUP  BY ss_store_sk))V2)
+              V21
+       WHERE  rnk < 11) descending,
+      {{source('src__tpc_ds', 'item')}} i1,
+      {{source('src__tpc_ds', 'item')}} i2
+WHERE  asceding.rnk = descending.rnk
+       AND i1.i_item_sk = asceding.item_sk
+       AND i2.i_item_sk = descending.item_sk
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY asceding.rnk
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query45.sql b/dbt/models/tpc_ds/query45.sql
new file mode 100644
index 0000000..dd5515f
--- /dev/null
+++ b/dbt/models/tpc_ds/query45.sql
@@ -0,0 +1,30 @@
+-- query45
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} ca_zip,
+               ca_state,
+               Sum(ws_sales_price) as sum_ws_sales_price
+FROM   {{source('src__tpc_ds', 'web_sales')}},
+       {{source('src__tpc_ds', 'customer')}},
+       {{source('src__tpc_ds', 'customer_address')}},
+       {{source('src__tpc_ds', 'date_dim')}},
+       {{source('src__tpc_ds', 'item')}}
+WHERE  ws_bill_customer_sk = c_customer_sk
+       AND c_current_addr_sk = ca_address_sk
+       AND ws_item_sk = i_item_sk
+       AND ( {{ substr('ca_zip', 1, 5) }} IN ( '85669', '86197', '88274', '83405',
+                                       '86475', '85392', '85460', '80348',
+                                       '81792' )
+              OR i_item_id IN (SELECT i_item_id
+                               FROM   {{source('src__tpc_ds', 'item')}}
+                               WHERE  i_item_sk IN ( 2, 3, 5, 7,
+                                                     11, 13, 17, 19,
+                                                     23, 29 )) )
+       AND ws_sold_date_sk = d_date_sk
+       AND d_qoy = 1
+       AND d_year = 2000
+GROUP  BY ca_zip,
+          ca_state
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY ca_zip,
+          ca_state
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query46.sql b/dbt/models/tpc_ds/query46.sql
new file mode 100644
index 0000000..1ba2224
--- /dev/null
+++ b/dbt/models/tpc_ds/query46.sql
@@ -0,0 +1,46 @@
+-- query46
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} c_last_name,
+               c_first_name,
+               ca_city,
+               bought_city,
+               ss_ticket_number,
+               amt,
+               profit
+FROM   (SELECT ss_ticket_number,
+               ss_customer_sk,
+               ca_city            bought_city,
+               Sum(ss_coupon_amt) amt,
+               Sum(ss_net_profit) profit
+        FROM   {{source('src__tpc_ds', 'store_sales')}},
+               {{source('src__tpc_ds', 'date_dim')}},
+               {{source('src__tpc_ds', 'store')}},
+               {{source('src__tpc_ds', 'household_demographics')}},
+               {{source('src__tpc_ds', 'customer_address')}}
+        WHERE  store_sales.ss_sold_date_sk = date_dim.d_date_sk
+               AND store_sales.ss_store_sk = store.s_store_sk
+               AND store_sales.ss_hdemo_sk = household_demographics.hd_demo_sk
+               AND store_sales.ss_addr_sk = customer_address.ca_address_sk
+               AND ( household_demographics.hd_dep_count = 6
+                      OR household_demographics.hd_vehicle_count = 0 )
+               AND date_dim.d_dow IN ( 6, 0 )
+               AND date_dim.d_year IN ( 2000, 2000 + 1, 2000 + 2 )
+               AND store.s_city IN ( 'Midway', 'Fairview', 'Fairview',
+                                     'Fairview',
+                                     'Fairview' )
+        GROUP  BY ss_ticket_number,
+                  ss_customer_sk,
+                  ss_addr_sk,
+                  ca_city) dn,
+       {{source('src__tpc_ds', 'customer')}},
+       {{source('src__tpc_ds', 'customer_address')}} current_addr
+WHERE  ss_customer_sk = c_customer_sk
+       AND customer.c_current_addr_sk = current_addr.ca_address_sk
+       AND current_addr.ca_city <> bought_city
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY c_last_name,
+          c_first_name,
+          ca_city,
+          bought_city,
+          ss_ticket_number
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query47.sql b/dbt/models/tpc_ds/query47.sql
new file mode 100644
index 0000000..8fcaa1f
--- /dev/null
+++ b/dbt/models/tpc_ds/query47.sql
@@ -0,0 +1,74 @@
+-- query47
+WITH v1
+     AS (SELECT i_category,
+                i_brand,
+                s_store_name,
+                s_company_name,
+                d_year,
+                d_moy,
+                Sum(ss_sales_price)         sum_sales,
+                Avg(Sum(ss_sales_price))
+                  OVER (
+                    partition BY i_category, i_brand, s_store_name,
+                  s_company_name,
+                  d_year)
+                                            avg_monthly_sales,
+                Rank()
+                  OVER (
+                    partition BY i_category, i_brand, s_store_name,
+                  s_company_name
+                ORDER BY d_year, d_moy) rn
+         FROM   {{source('src__tpc_ds', 'item')}},
+                {{source('src__tpc_ds', 'store_sales')}},
+                {{source('src__tpc_ds', 'date_dim')}},
+                {{source('src__tpc_ds', 'store')}}
+         WHERE  ss_item_sk = i_item_sk
+                AND ss_sold_date_sk = d_date_sk
+                AND ss_store_sk = s_store_sk
+                AND ( d_year = 1999
+                       OR ( d_year = 1999 - 1
+                            AND d_moy = 12 )
+                       OR ( d_year = 1999 + 1
+                            AND d_moy = 1 ) )
+         GROUP  BY i_category,
+                   i_brand,
+                   s_store_name,
+                   s_company_name,
+                   d_year,
+                   d_moy),
+     v2
+     AS (SELECT v1.i_category,
+                v1.d_year,
+                v1.d_moy,
+                v1.avg_monthly_sales,
+                v1.sum_sales,
+                v1_lag.sum_sales  psum,
+                v1_lead.sum_sales nsum
+         FROM   v1,
+                v1 v1_lag,
+                v1 v1_lead
+         WHERE  v1.i_category = v1_lag.i_category
+                AND v1.i_category = v1_lead.i_category
+                AND v1.i_brand = v1_lag.i_brand
+                AND v1.i_brand = v1_lead.i_brand
+                AND v1.s_store_name = v1_lag.s_store_name
+                AND v1.s_store_name = v1_lead.s_store_name
+                AND v1.s_company_name = v1_lag.s_company_name
+                AND v1.s_company_name = v1_lead.s_company_name
+                AND v1.rn = v1_lag.rn + 1
+                AND v1.rn = v1_lead.rn - 1)
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} *
+FROM   v2
+WHERE  d_year = 1999
+       AND avg_monthly_sales > 0
+       AND CASE
+             WHEN avg_monthly_sales > 0 THEN Abs(sum_sales - avg_monthly_sales)
+                                             /
+                                             avg_monthly_sales
+             ELSE NULL
+           END > 0.1
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY sum_sales - avg_monthly_sales,
+          3
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query48.sql b/dbt/models/tpc_ds/query48.sql
new file mode 100644
index 0000000..4d7a4a8
--- /dev/null
+++ b/dbt/models/tpc_ds/query48.sql
@@ -0,0 +1,34 @@
+-- query48
+SELECT Sum (ss_quantity) as sumq
+FROM   {{source('src__tpc_ds', 'store_sales')}},
+       {{source('src__tpc_ds', 'store')}},
+       {{source('src__tpc_ds', 'customer_demographics')}},
+       {{source('src__tpc_ds', 'customer_address')}},
+       {{source('src__tpc_ds', 'date_dim')}}
+WHERE  s_store_sk = ss_store_sk
+       AND ss_sold_date_sk = d_date_sk
+       AND d_year = 1999
+       AND ( ( cd_demo_sk = ss_cdemo_sk
+               AND cd_marital_status = 'W'
+               AND cd_education_status = 'Secondary'
+               AND ss_sales_price BETWEEN 100.00 AND 150.00 )
+              OR ( cd_demo_sk = ss_cdemo_sk
+                   AND cd_marital_status = 'M'
+                   AND cd_education_status = 'Advanced Degree'
+                   AND ss_sales_price BETWEEN 50.00 AND 100.00 )
+              OR ( cd_demo_sk = ss_cdemo_sk
+                   AND cd_marital_status = 'D'
+                   AND cd_education_status = '2 yr Degree'
+                   AND ss_sales_price BETWEEN 150.00 AND 200.00 ) )
+       AND ( ( ss_addr_sk = ca_address_sk
+               AND ca_country = 'United States'
+               AND ca_state IN ( 'TX', 'NE', 'MO' )
+               AND ss_net_profit BETWEEN 0 AND 2000 )
+              OR ( ss_addr_sk = ca_address_sk
+                   AND ca_country = 'United States'
+                   AND ca_state IN ( 'CO', 'TN', 'ND' )
+                   AND ss_net_profit BETWEEN 150 AND 3000 )
+              OR ( ss_addr_sk = ca_address_sk
+                   AND ca_country = 'United States'
+                   AND ca_state IN ( 'OK', 'PA', 'CA' )
+                   AND ss_net_profit BETWEEN 50 AND 25000 ) )
diff --git a/dbt/models/tpc_ds/query49.sql b/dbt/models/tpc_ds/query49.sql
new file mode 100644
index 0000000..77d6860
--- /dev/null
+++ b/dbt/models/tpc_ds/query49.sql
@@ -0,0 +1,119 @@
+-- query49
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} 'web' AS channel,
+               web.item,
+               web.return_ratio,
+               web.return_rank,
+               web.currency_rank
+FROM   (SELECT item,
+               return_ratio,
+               currency_ratio,
+               Rank()
+                 OVER (
+                   ORDER BY return_ratio)   AS return_rank,
+               Rank()
+                 OVER (
+                   ORDER BY currency_ratio) AS currency_rank
+        FROM   (SELECT ws.ws_item_sk AS item,
+                       ( Sum(COALESCE(wr.wr_return_quantity, 0)) /
+                         Sum(COALESCE(ws.ws_quantity, 0)) ) AS
+                       return_ratio,
+                       ( Sum(COALESCE(wr.wr_return_amt, 0)) /
+                         Sum(COALESCE(ws.ws_net_paid, 0)) ) AS currency_ratio
+                FROM   {{source('src__tpc_ds', 'web_sales')}} ws
+                       LEFT OUTER JOIN {{source('src__tpc_ds', 'web_returns')}} wr
+                                    ON ( ws.ws_order_number = wr.wr_order_number
+                                         AND ws.ws_item_sk = wr.wr_item_sk ),
+                       {{source('src__tpc_ds', 'date_dim')}}
+                WHERE  wr.wr_return_amt > 10000
+                       AND ws.ws_net_profit > 1
+                       AND ws.ws_net_paid > 0
+                       AND ws.ws_quantity > 0
+                       AND ws_sold_date_sk = d_date_sk
+                       AND d_year = 1999
+                       AND d_moy = 12
+                GROUP  BY ws.ws_item_sk) in_web) web
+WHERE  ( web.return_rank <= 10
+          OR web.currency_rank <= 10 )
+UNION ALL
+SELECT 'catalog' AS channel,
+       catalog.item,
+       catalog.return_ratio,
+       catalog.return_rank,
+       catalog.currency_rank
+FROM   (SELECT item,
+               return_ratio,
+               currency_ratio,
+               Rank()
+                 OVER (
+                   ORDER BY return_ratio)   AS return_rank,
+               Rank()
+                 OVER (
+                   ORDER BY currency_ratio) AS currency_rank
+        FROM   (SELECT cs.cs_item_sk AS
+                       item,
+                       ( Sum(COALESCE(cr.cr_return_quantity, 0)) /
+                         Sum(COALESCE(cs.cs_quantity, 0)) ) AS
+                       return_ratio,
+                       ( Sum(COALESCE(cr.cr_return_amount, 0)) /
+                         Sum(COALESCE(cs.cs_net_paid, 0)) ) AS
+                       currency_ratio
+                FROM   {{source('src__tpc_ds', 'catalog_sales')}} cs
+                       LEFT OUTER JOIN {{source('src__tpc_ds', 'catalog_returns')}} cr
+                                    ON ( cs.cs_order_number = cr.cr_order_number
+                                         AND cs.cs_item_sk = cr.cr_item_sk ),
+                       {{source('src__tpc_ds', 'date_dim')}}
+                WHERE  cr.cr_return_amount > 10000
+                       AND cs.cs_net_profit > 1
+                       AND cs.cs_net_paid > 0
+                       AND cs.cs_quantity > 0
+                       AND cs_sold_date_sk = d_date_sk
+                       AND d_year = 1999
+                       AND d_moy = 12
+                GROUP  BY cs.cs_item_sk) in_cat) catalog
+WHERE  ( catalog.return_rank <= 10
+          OR catalog.currency_rank <= 10 )
+UNION ALL
+SELECT 'store' AS channel,
+       store.item,
+       store.return_ratio,
+       store.return_rank,
+       store.currency_rank
+FROM   (SELECT item,
+               return_ratio,
+               currency_ratio,
+               Rank()
+                 OVER (
+                   ORDER BY return_ratio)   AS return_rank,
+               Rank()
+                 OVER (
+                   ORDER BY currency_ratio) AS currency_rank
+        FROM   (SELECT sts.ss_item_sk AS
+                       item,
+                       ( Sum(COALESCE(sr.sr_return_quantity, 0)) /
+                         Sum(COALESCE(sts.ss_quantity, 0)) ) AS
+                       return_ratio,
+                       ( Sum(COALESCE(sr.sr_return_amt, 0))
+                         / Sum(COALESCE(sts.ss_net_paid, 0)) ) AS
+                       currency_ratio
+                FROM   {{source('src__tpc_ds', 'store_sales')}} sts
+                       LEFT OUTER JOIN {{source('src__tpc_ds', 'store_returns')}} sr
+                                    ON ( sts.ss_ticket_number =
+                                         sr.sr_ticket_number
+                                         AND sts.ss_item_sk = sr.sr_item_sk ),
+                       {{source('src__tpc_ds', 'date_dim')}}
+                WHERE  sr.sr_return_amt > 10000
+                       AND sts.ss_net_profit > 1
+                       AND sts.ss_net_paid > 0
+                       AND sts.ss_quantity > 0
+                       AND ss_sold_date_sk = d_date_sk
+                       AND d_year = 1999
+                       AND d_moy = 12
+                GROUP  BY sts.ss_item_sk) in_store) store
+WHERE  ( store.return_rank <= 10
+          OR store.currency_rank <= 10 )
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY 1,
+          4,
+          5
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query50.sql b/dbt/models/tpc_ds/query50.sql
new file mode 100644
index 0000000..ebd646b
--- /dev/null
+++ b/dbt/models/tpc_ds/query50.sql
@@ -0,0 +1,73 @@
+-- query50
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} s_store_name,
+               s_company_id,
+               s_street_number,
+               s_street_name,
+               s_street_type,
+               s_suite_number,
+               s_city,
+               s_county,
+               s_state,
+               s_zip,
+               Sum(CASE
+                     WHEN ( sr_returned_date_sk - ss_sold_date_sk <= 30 ) THEN 1
+                     ELSE 0
+                   END) AS days_30,
+               Sum(CASE
+                     WHEN ( sr_returned_date_sk - ss_sold_date_sk > 30 )
+                          AND ( sr_returned_date_sk - ss_sold_date_sk <= 60 )
+                   THEN 1
+                     ELSE 0
+                   END) AS days_31_60,
+               Sum(CASE
+                     WHEN ( sr_returned_date_sk - ss_sold_date_sk > 60 )
+                          AND ( sr_returned_date_sk - ss_sold_date_sk <= 90 )
+                   THEN 1
+                     ELSE 0
+                   END) AS days_61_90,
+               Sum(CASE
+                     WHEN ( sr_returned_date_sk - ss_sold_date_sk > 90 )
+                          AND ( sr_returned_date_sk - ss_sold_date_sk <= 120 )
+                   THEN 1
+                     ELSE 0
+                   END) AS days_91_120,
+               Sum(CASE
+                     WHEN ( sr_returned_date_sk - ss_sold_date_sk > 120 ) THEN 1
+                     ELSE 0
+                   END) AS days_over_120
+FROM   {{source('src__tpc_ds', 'store_sales')}},
+       {{source('src__tpc_ds', 'store_returns')}},
+       {{source('src__tpc_ds', 'store')}},
+       {{source('src__tpc_ds', 'date_dim')}} d1,
+       {{source('src__tpc_ds', 'date_dim')}} d2
+WHERE  d2.d_year = 2002
+       AND d2.d_moy = 9
+       AND ss_ticket_number = sr_ticket_number
+       AND ss_item_sk = sr_item_sk
+       AND ss_sold_date_sk = d1.d_date_sk
+       AND sr_returned_date_sk = d2.d_date_sk
+       AND ss_customer_sk = sr_customer_sk
+       AND ss_store_sk = s_store_sk
+GROUP  BY s_store_name,
+          s_company_id,
+          s_street_number,
+          s_street_name,
+          s_street_type,
+          s_suite_number,
+          s_city,
+          s_county,
+          s_state,
+          s_zip
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY s_store_name,
+          s_company_id,
+          s_street_number,
+          s_street_name,
+          s_street_type,
+          s_suite_number,
+          s_city,
+          s_county,
+          s_state,
+          s_zip
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query51.sql b/dbt/models/tpc_ds/query51.sql
new file mode 100644
index 0000000..62dfdb1
--- /dev/null
+++ b/dbt/models/tpc_ds/query51.sql
@@ -0,0 +1,58 @@
+-- query51
+WITH web_v1 AS
+(
+         SELECT   ws_item_sk item_sk,
+                  d_date,
+                  sum(Sum(ws_sales_price)) OVER (partition BY ws_item_sk ORDER BY d_date rows BETWEEN UNBOUNDED PRECEDING AND      CURRENT row) cume_sales
+         FROM     {{source('src__tpc_ds', 'web_sales')}} ,
+                  {{source('src__tpc_ds', 'date_dim')}}
+         WHERE    ws_sold_date_sk=d_date_sk
+         AND      d_month_seq BETWEEN 1192 AND      1192+11
+         AND      ws_item_sk IS NOT NULL
+         GROUP BY ws_item_sk,
+                  d_date), store_v1 AS
+(
+         SELECT   ss_item_sk item_sk,
+                  d_date,
+                  sum(sum(ss_sales_price)) OVER (partition BY ss_item_sk ORDER BY d_date rows BETWEEN UNBOUNDED PRECEDING AND      CURRENT row) cume_sales
+         FROM     {{source('src__tpc_ds', 'store_sales')}} ,
+                  {{source('src__tpc_ds', 'date_dim')}}
+         WHERE    ss_sold_date_sk=d_date_sk
+         AND      d_month_seq BETWEEN 1192 AND      1192+11
+         AND      ss_item_sk IS NOT NULL
+         GROUP BY ss_item_sk,
+                  d_date)
+SELECT {{ 'TOP 100' if target.name == 'synapse' }}
+         *
+FROM     (
+                  SELECT   item_sk ,
+                           d_date ,
+                           web_sales ,
+                           store_sales ,
+                           max(web_sales) OVER (partition BY item_sk ORDER BY d_date rows BETWEEN UNBOUNDED PRECEDING AND      CURRENT row)   web_cumulative ,
+                           max(store_sales) OVER (partition BY item_sk ORDER BY d_date rows BETWEEN UNBOUNDED PRECEDING AND      CURRENT row) store_cumulative
+                  FROM     (
+                                           SELECT
+                                                           CASE
+                                                                           WHEN web.item_sk IS NOT NULL THEN web.item_sk
+                                                                           ELSE store.item_sk
+                                                           END item_sk ,
+                                                           CASE
+                                                                           WHEN web.d_date IS NOT NULL THEN web.d_date
+                                                                           ELSE store.d_date
+                                                           END              d_date ,
+                                                           web.cume_sales   web_sales ,
+
+                                                           store.cume_sales store_sales
+
+                                           FROM            web_v1 web
+                                           FULL OUTER JOIN store_v1 store
+                                           ON              (
+                                                                           web.item_sk = store.item_sk
+                                                           AND             web.d_date = store.d_date) )x )y
+WHERE    web_cumulative > store_cumulative
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER BY item_sk ,
+         d_date
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query52.sql b/dbt/models/tpc_ds/query52.sql
new file mode 100644
index 0000000..c79bfe8
--- /dev/null
+++ b/dbt/models/tpc_ds/query52.sql
@@ -0,0 +1,22 @@
+-- query52
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} dt.d_year,
+               item.i_brand_id         brand_id,
+               item.i_brand            brand,
+               Sum(ss_ext_sales_price) ext_price
+FROM   {{source('src__tpc_ds', 'date_dim')}} dt,
+       {{source('src__tpc_ds', 'store_sales')}},
+       {{source('src__tpc_ds', 'item')}}
+WHERE  dt.d_date_sk = store_sales.ss_sold_date_sk
+       AND store_sales.ss_item_sk = item.i_item_sk
+       AND item.i_manager_id = 1
+       AND dt.d_moy = 11
+       AND dt.d_year = 1999
+GROUP  BY dt.d_year,
+          item.i_brand,
+          item.i_brand_id
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY dt.d_year,
+          ext_price DESC,
+          brand_id
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query53.sql b/dbt/models/tpc_ds/query53.sql
new file mode 100644
index 0000000..a0be911
--- /dev/null
+++ b/dbt/models/tpc_ds/query53.sql
@@ -0,0 +1,48 @@
+-- query53
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} *
+FROM   (SELECT i_manufact_id,
+               Sum(ss_sales_price)             sum_sales,
+               Avg(Sum(ss_sales_price))
+                 OVER (
+                   partition BY i_manufact_id) avg_quarterly_sales
+        FROM   {{source('src__tpc_ds', 'item')}},
+               {{source('src__tpc_ds', 'store_sales')}},
+               {{source('src__tpc_ds', 'date_dim')}},
+               {{source('src__tpc_ds', 'store')}}
+        WHERE  ss_item_sk = i_item_sk
+               AND ss_sold_date_sk = d_date_sk
+               AND ss_store_sk = s_store_sk
+               AND d_month_seq IN ( 1199, 1199 + 1, 1199 + 2, 1199 + 3,
+                                    1199 + 4, 1199 + 5, 1199 + 6, 1199 + 7,
+                                    1199 + 8, 1199 + 9, 1199 + 10, 1199 + 11 )
+               AND ( ( i_category IN ( 'Books', 'Children', 'Electronics' )
+                       AND i_class IN ( 'personal', 'portable', 'reference',
+                                        'self-help' )
+                       AND i_brand IN ( 'scholaramalgamalg #14',
+                                        'scholaramalgamalg #7'
+                                        ,
+                                        'exportiunivamalg #9',
+                                                       'scholaramalgamalg #9' )
+                     )
+                      OR ( i_category IN ( 'Women', 'Music', 'Men' )
+                           AND i_class IN ( 'accessories', 'classical',
+                                            'fragrances',
+                                            'pants' )
+                           AND i_brand IN ( 'amalgimporto #1',
+                                            'edu packscholar #1',
+                                            'exportiimporto #1',
+                                                'importoamalg #1' ) ) )
+        GROUP  BY i_manufact_id,
+                  d_qoy) tmp1
+WHERE  CASE
+         WHEN avg_quarterly_sales > 0 THEN Abs (sum_sales - avg_quarterly_sales)
+                                           /
+                                           avg_quarterly_sales
+         ELSE NULL
+       END > 0.1
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY avg_quarterly_sales,
+          sum_sales,
+          i_manufact_id
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query54.sql b/dbt/models/tpc_ds/query54.sql
new file mode 100644
index 0000000..7de2e70
--- /dev/null
+++ b/dbt/models/tpc_ds/query54.sql
@@ -0,0 +1,59 @@
+-- query54
+WITH my_customers
+     AS (SELECT DISTINCT c_customer_sk,
+                         c_current_addr_sk
+         FROM   (SELECT cs_sold_date_sk     sold_date_sk,
+                        cs_bill_customer_sk customer_sk,
+                        cs_item_sk          item_sk
+                 FROM   {{source('src__tpc_ds', 'catalog_sales')}}
+                 UNION ALL
+                 SELECT ws_sold_date_sk     sold_date_sk,
+                        ws_bill_customer_sk customer_sk,
+                        ws_item_sk          item_sk
+                 FROM   {{source('src__tpc_ds', 'web_sales')}}) cs_or_ws_sales,
+                {{source('src__tpc_ds', 'item')}},
+                {{source('src__tpc_ds', 'date_dim')}},
+                {{source('src__tpc_ds', 'customer')}}
+         WHERE  sold_date_sk = d_date_sk
+                AND item_sk = i_item_sk
+                AND i_category = 'Sports'
+                AND i_class = 'fitness'
+                AND c_customer_sk = cs_or_ws_sales.customer_sk
+                AND d_moy = 5
+                AND d_year = 2000),
+     my_revenue
+     AS (SELECT c_customer_sk,
+                Sum(ss_ext_sales_price) AS revenue
+         FROM   my_customers,
+                {{source('src__tpc_ds', 'store_sales')}},
+                {{source('src__tpc_ds', 'customer_address')}},
+                {{source('src__tpc_ds', 'store')}},
+                {{source('src__tpc_ds', 'date_dim')}}
+         WHERE  c_current_addr_sk = ca_address_sk
+                AND ca_county = s_county
+                AND ca_state = s_state
+                AND ss_sold_date_sk = d_date_sk
+                AND c_customer_sk = ss_customer_sk
+                AND d_month_seq BETWEEN (SELECT DISTINCT d_month_seq + 1
+                                         FROM   {{source('src__tpc_ds', 'date_dim')}}
+                                         WHERE  d_year = 2000
+                                                AND d_moy = 5) AND
+                                        (SELECT DISTINCT
+                                        d_month_seq + 3
+                                         FROM   {{source('src__tpc_ds', 'date_dim')}}
+                                         WHERE  d_year = 2000
+                                                AND d_moy = 5)
+         GROUP  BY c_customer_sk),
+     segments
+     AS (SELECT Floor(revenue / 50) AS segment
+         FROM   my_revenue)
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} segment,
+               Count(*)     AS num_customers,
+               segment * 50 AS segment_base
+FROM   segments
+GROUP  BY segment
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY segment,
+          num_customers
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query55.sql b/dbt/models/tpc_ds/query55.sql
new file mode 100644
index 0000000..bb13bde
--- /dev/null
+++ b/dbt/models/tpc_ds/query55.sql
@@ -0,0 +1,19 @@
+-- query55
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} i_brand_id              brand_id,
+               i_brand                 brand,
+               Sum(ss_ext_sales_price) ext_price
+FROM   {{source('src__tpc_ds', 'date_dim')}},
+       {{source('src__tpc_ds', 'store_sales')}},
+       {{source('src__tpc_ds', 'item')}}
+WHERE  d_date_sk = ss_sold_date_sk
+       AND ss_item_sk = i_item_sk
+       AND i_manager_id = 33
+       AND d_moy = 12
+       AND d_year = 1998
+GROUP  BY i_brand,
+          i_brand_id
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY ext_price DESC,
+          i_brand_id
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query56.sql b/dbt/models/tpc_ds/query56.sql
new file mode 100644
index 0000000..59c0fcf
--- /dev/null
+++ b/dbt/models/tpc_ds/query56.sql
@@ -0,0 +1,70 @@
+-- query56
+WITH ss
+     AS (SELECT i_item_id,
+                Sum(ss_ext_sales_price) total_sales
+         FROM   {{source('src__tpc_ds', 'store_sales')}},
+                {{source('src__tpc_ds', 'date_dim')}},
+                {{source('src__tpc_ds', 'customer_address')}},
+                {{source('src__tpc_ds', 'item')}}
+         WHERE  i_item_id IN (SELECT i_item_id
+                              FROM   {{source('src__tpc_ds', 'item')}}
+                              WHERE  i_color IN ( 'firebrick', 'rosy', 'white' )
+                             )
+                AND ss_item_sk = i_item_sk
+                AND ss_sold_date_sk = d_date_sk
+                AND d_year = 1998
+                AND d_moy = 3
+                AND ss_addr_sk = ca_address_sk
+                AND ca_gmt_offset = -6
+         GROUP  BY i_item_id),
+     cs
+     AS (SELECT i_item_id,
+                Sum(cs_ext_sales_price) total_sales
+         FROM   {{source('src__tpc_ds', 'catalog_sales')}},
+                {{source('src__tpc_ds', 'date_dim')}},
+                {{source('src__tpc_ds', 'customer_address')}},
+                {{source('src__tpc_ds', 'item')}}
+         WHERE  i_item_id IN (SELECT i_item_id
+                              FROM   {{source('src__tpc_ds', 'item')}}
+                              WHERE  i_color IN ( 'firebrick', 'rosy', 'white' )
+                             )
+                AND cs_item_sk = i_item_sk
+                AND cs_sold_date_sk = d_date_sk
+                AND d_year = 1998
+                AND d_moy = 3
+                AND cs_bill_addr_sk = ca_address_sk
+                AND ca_gmt_offset = -6
+         GROUP  BY i_item_id),
+     ws
+     AS (SELECT i_item_id,
+                Sum(ws_ext_sales_price) total_sales
+         FROM   {{source('src__tpc_ds', 'web_sales')}},
+                {{source('src__tpc_ds', 'date_dim')}},
+                {{source('src__tpc_ds', 'customer_address')}},
+                {{source('src__tpc_ds', 'item')}}
+         WHERE  i_item_id IN (SELECT i_item_id
+                              FROM   {{source('src__tpc_ds', 'item')}}
+                              WHERE  i_color IN ( 'firebrick', 'rosy', 'white' )
+                             )
+                AND ws_item_sk = i_item_sk
+                AND ws_sold_date_sk = d_date_sk
+                AND d_year = 1998
+                AND d_moy = 3
+                AND ws_bill_addr_sk = ca_address_sk
+                AND ca_gmt_offset = -6
+         GROUP  BY i_item_id)
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} i_item_id,
+               Sum(total_sales) total_sales
+FROM   (SELECT *
+        FROM   ss
+        UNION ALL
+        SELECT *
+        FROM   cs
+        UNION ALL
+        SELECT *
+        FROM   ws) tmp1
+GROUP  BY i_item_id
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY total_sales
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query57.sql b/dbt/models/tpc_ds/query57.sql
new file mode 100644
index 0000000..2487d3c
--- /dev/null
+++ b/dbt/models/tpc_ds/query57.sql
@@ -0,0 +1,68 @@
+-- query57
+WITH v1
+     AS (SELECT i_category,
+                i_brand,
+                cc_name,
+                d_year,
+                d_moy,
+                Sum(cs_sales_price)                                    sum_sales
+                ,
+                Avg(Sum(cs_sales_price))
+                  OVER (
+                    partition BY i_category, i_brand, cc_name, d_year)
+                avg_monthly_sales
+                   ,
+                Rank()
+                  OVER (
+                    partition BY i_category, i_brand, cc_name
+                    ORDER BY d_year, d_moy)                            rn
+         FROM   {{source('src__tpc_ds', 'item')}},
+                {{source('src__tpc_ds', 'catalog_sales')}},
+                {{source('src__tpc_ds', 'date_dim')}},
+                {{source('src__tpc_ds', 'call_center')}}
+         WHERE  cs_item_sk = i_item_sk
+                AND cs_sold_date_sk = d_date_sk
+                AND cc_call_center_sk = cs_call_center_sk
+                AND ( d_year = 2000
+                       OR ( d_year = 2000 - 1
+                            AND d_moy = 12 )
+                       OR ( d_year = 2000 + 1
+                            AND d_moy = 1 ) )
+         GROUP  BY i_category,
+                   i_brand,
+                   cc_name,
+                   d_year,
+                   d_moy),
+     v2
+     AS (SELECT v1.i_brand,
+                v1.d_year,
+                v1.avg_monthly_sales,
+                v1.sum_sales,
+                v1_lag.sum_sales  psum,
+                v1_lead.sum_sales nsum
+         FROM   v1,
+                v1 v1_lag,
+                v1 v1_lead
+         WHERE  v1.i_category = v1_lag.i_category
+                AND v1.i_category = v1_lead.i_category
+                AND v1.i_brand = v1_lag.i_brand
+                AND v1.i_brand = v1_lead.i_brand
+                AND v1. cc_name = v1_lag. cc_name
+                AND v1. cc_name = v1_lead. cc_name
+                AND v1.rn = v1_lag.rn + 1
+                AND v1.rn = v1_lead.rn - 1)
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} *
+FROM   v2
+WHERE  d_year = 2000
+       AND avg_monthly_sales > 0
+       AND CASE
+             WHEN avg_monthly_sales > 0 THEN Abs(sum_sales - avg_monthly_sales)
+                                             /
+                                             avg_monthly_sales
+             ELSE NULL
+           END > 0.1
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY sum_sales - avg_monthly_sales,
+          3
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query58.sql b/dbt/models/tpc_ds/query58.sql
new file mode 100644
index 0000000..11e1cd5
--- /dev/null
+++ b/dbt/models/tpc_ds/query58.sql
@@ -0,0 +1,74 @@
+-- query58
+WITH ss_items
+     AS (SELECT i_item_id               item_id,
+                Sum(ss_ext_sales_price) ss_item_rev
+         FROM   {{source('src__tpc_ds', 'store_sales')}},
+                {{source('src__tpc_ds', 'item')}},
+                {{source('src__tpc_ds', 'date_dim')}}
+         WHERE  ss_item_sk = i_item_sk
+                AND d_date IN (SELECT d_date
+                               FROM   {{source('src__tpc_ds', 'date_dim')}}
+                               WHERE  d_week_seq = (SELECT d_week_seq
+                                                    FROM   {{source('src__tpc_ds', 'date_dim')}}
+                                                    WHERE  d_date = '2002-02-25'
+                                                   ))
+                AND ss_sold_date_sk = d_date_sk
+         GROUP  BY i_item_id),
+     cs_items
+     AS (SELECT i_item_id               item_id,
+                Sum(cs_ext_sales_price) cs_item_rev
+         FROM   {{source('src__tpc_ds', 'catalog_sales')}},
+                {{source('src__tpc_ds', 'item')}},
+                {{source('src__tpc_ds', 'date_dim')}}
+         WHERE  cs_item_sk = i_item_sk
+                AND d_date IN (SELECT d_date
+                               FROM   {{source('src__tpc_ds', 'date_dim')}}
+                               WHERE  d_week_seq = (SELECT d_week_seq
+                                                    FROM   {{source('src__tpc_ds', 'date_dim')}}
+                                                    WHERE  d_date = '2002-02-25'
+                                                   ))
+                AND cs_sold_date_sk = d_date_sk
+         GROUP  BY i_item_id),
+     ws_items
+     AS (SELECT i_item_id               item_id,
+                Sum(ws_ext_sales_price) ws_item_rev
+         FROM   {{source('src__tpc_ds', 'web_sales')}},
+                {{source('src__tpc_ds', 'item')}},
+                {{source('src__tpc_ds', 'date_dim')}}
+         WHERE  ws_item_sk = i_item_sk
+                AND d_date IN (SELECT d_date
+                               FROM   {{source('src__tpc_ds', 'date_dim')}}
+                               WHERE  d_week_seq = (SELECT d_week_seq
+                                                    FROM   {{source('src__tpc_ds', 'date_dim')}}
+                                                    WHERE  d_date = '2002-02-25'
+                                                   ))
+                AND ws_sold_date_sk = d_date_sk
+         GROUP  BY i_item_id)
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} ss_items.item_id,
+               ss_item_rev,
+               ss_item_rev / ( ss_item_rev + cs_item_rev + ws_item_rev ) / 3 *
+               100 ss_dev,
+               cs_item_rev,
+               cs_item_rev / ( ss_item_rev + cs_item_rev + ws_item_rev ) / 3 *
+               100 cs_dev,
+               ws_item_rev,
+               ws_item_rev / ( ss_item_rev + cs_item_rev + ws_item_rev ) / 3 *
+               100 ws_dev,
+               ( ss_item_rev + cs_item_rev + ws_item_rev ) / 3
+               average
+FROM   ss_items,
+       cs_items,
+       ws_items
+WHERE  ss_items.item_id = cs_items.item_id
+       AND ss_items.item_id = ws_items.item_id
+       AND ss_item_rev BETWEEN 0.9 * cs_item_rev AND 1.1 * cs_item_rev
+       AND ss_item_rev BETWEEN 0.9 * ws_item_rev AND 1.1 * ws_item_rev
+       AND cs_item_rev BETWEEN 0.9 * ss_item_rev AND 1.1 * ss_item_rev
+       AND cs_item_rev BETWEEN 0.9 * ws_item_rev AND 1.1 * ws_item_rev
+       AND ws_item_rev BETWEEN 0.9 * ss_item_rev AND 1.1 * ss_item_rev
+       AND ws_item_rev BETWEEN 0.9 * cs_item_rev AND 1.1 * cs_item_rev
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY item_id,
+          ss_item_rev
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query59.sql b/dbt/models/tpc_ds/query59.sql
new file mode 100644
index 0000000..f9475a9
--- /dev/null
+++ b/dbt/models/tpc_ds/query59.sql
@@ -0,0 +1,87 @@
+-- query59
+WITH wss
+     AS (SELECT d_week_seq,
+                ss_store_sk,
+                Sum(CASE
+                      WHEN ( d_day_name = 'Sunday' ) THEN ss_sales_price
+                      ELSE NULL
+                    END) sun_sales,
+                Sum(CASE
+                      WHEN ( d_day_name = 'Monday' ) THEN ss_sales_price
+                      ELSE NULL
+                    END) mon_sales,
+                Sum(CASE
+                      WHEN ( d_day_name = 'Tuesday' ) THEN ss_sales_price
+                      ELSE NULL
+                    END) tue_sales,
+                Sum(CASE
+                      WHEN ( d_day_name = 'Wednesday' ) THEN ss_sales_price
+                      ELSE NULL
+                    END) wed_sales,
+                Sum(CASE
+                      WHEN ( d_day_name = 'Thursday' ) THEN ss_sales_price
+                      ELSE NULL
+                    END) thu_sales,
+                Sum(CASE
+                      WHEN ( d_day_name = 'Friday' ) THEN ss_sales_price
+                      ELSE NULL
+                    END) fri_sales,
+                Sum(CASE
+                      WHEN ( d_day_name = 'Saturday' ) THEN ss_sales_price
+                      ELSE NULL
+                    END) sat_sales
+         FROM   {{source('src__tpc_ds', 'store_sales')}},
+                {{source('src__tpc_ds', 'date_dim')}}
+         WHERE  d_date_sk = ss_sold_date_sk
+         GROUP  BY d_week_seq,
+                   ss_store_sk)
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} s_store_name1,
+               s_store_id1,
+               d_week_seq1,
+               sun_sales1 / sun_sales2 as sun_sales1_div_sun_sales2 ,
+               mon_sales1 / mon_sales2 as mon_sales1_div_mon_sales2 ,
+               tue_sales1 / tue_sales2 as tue_sales1_div_tue_sales2 ,
+               wed_sales1 / wed_sales2 as wed_sales1_div_wed_sales2 ,
+               thu_sales1 / thu_sales2 as thu_sales1_div_thu_sales2 ,
+               fri_sales1 / fri_sales2 as fri_sales1_div_fri_sales2 ,
+               sat_sales1 / sat_sales2 as sat_sales1_div_sat_sales2
+FROM   (SELECT s_store_name   s_store_name1,
+               wss.d_week_seq d_week_seq1,
+               s_store_id     s_store_id1,
+               sun_sales      sun_sales1,
+               mon_sales      mon_sales1,
+               tue_sales      tue_sales1,
+               wed_sales      wed_sales1,
+               thu_sales      thu_sales1,
+               fri_sales      fri_sales1,
+               sat_sales      sat_sales1
+        FROM   wss,
+               {{source('src__tpc_ds', 'store')}},
+               {{source('src__tpc_ds', 'date_dim')}} d
+        WHERE  d.d_week_seq = wss.d_week_seq
+               AND ss_store_sk = s_store_sk
+               AND d_month_seq BETWEEN 1196 AND 1196 + 11) y,
+       (SELECT s_store_name   s_store_name2,
+               wss.d_week_seq d_week_seq2,
+               s_store_id     s_store_id2,
+               sun_sales      sun_sales2,
+               mon_sales      mon_sales2,
+               tue_sales      tue_sales2,
+               wed_sales      wed_sales2,
+               thu_sales      thu_sales2,
+               fri_sales      fri_sales2,
+               sat_sales      sat_sales2
+        FROM   wss,
+               {{source('src__tpc_ds', 'store')}},
+               {{source('src__tpc_ds', 'date_dim')}} d
+        WHERE  d.d_week_seq = wss.d_week_seq
+               AND ss_store_sk = s_store_sk
+               AND d_month_seq BETWEEN 1196 + 12 AND 1196 + 23) x
+WHERE  s_store_id1 = s_store_id2
+       AND d_week_seq1 = d_week_seq2 - 52
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY s_store_name1,
+          s_store_id1,
+          d_week_seq1
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query60.sql b/dbt/models/tpc_ds/query60.sql
new file mode 100644
index 0000000..dcec19a
--- /dev/null
+++ b/dbt/models/tpc_ds/query60.sql
@@ -0,0 +1,68 @@
+-- query60
+WITH ss
+     AS (SELECT i_item_id,
+                Sum(ss_ext_sales_price) total_sales
+         FROM   {{source('src__tpc_ds', 'store_sales')}},
+                {{source('src__tpc_ds', 'date_dim')}},
+                {{source('src__tpc_ds', 'customer_address')}},
+                {{source('src__tpc_ds', 'item')}}
+         WHERE  i_item_id IN (SELECT i_item_id
+                              FROM   {{source('src__tpc_ds', 'item')}}
+                              WHERE  i_category IN ( 'Jewelry' ))
+                AND ss_item_sk = i_item_sk
+                AND ss_sold_date_sk = d_date_sk
+                AND d_year = 1999
+                AND d_moy = 8
+                AND ss_addr_sk = ca_address_sk
+                AND ca_gmt_offset = -6
+         GROUP  BY i_item_id),
+     cs
+     AS (SELECT i_item_id,
+                Sum(cs_ext_sales_price) total_sales
+         FROM   {{source('src__tpc_ds', 'catalog_sales')}},
+                {{source('src__tpc_ds', 'date_dim')}},
+                {{source('src__tpc_ds', 'customer_address')}},
+                {{source('src__tpc_ds', 'item')}}
+         WHERE  i_item_id IN (SELECT i_item_id
+                              FROM   {{source('src__tpc_ds', 'item')}}
+                              WHERE  i_category IN ( 'Jewelry' ))
+                AND cs_item_sk = i_item_sk
+                AND cs_sold_date_sk = d_date_sk
+                AND d_year = 1999
+                AND d_moy = 8
+                AND cs_bill_addr_sk = ca_address_sk
+                AND ca_gmt_offset = -6
+         GROUP  BY i_item_id),
+     ws
+     AS (SELECT i_item_id,
+                Sum(ws_ext_sales_price) total_sales
+         FROM   {{source('src__tpc_ds', 'web_sales')}},
+                {{source('src__tpc_ds', 'date_dim')}},
+                {{source('src__tpc_ds', 'customer_address')}},
+                {{source('src__tpc_ds', 'item')}}
+         WHERE  i_item_id IN (SELECT i_item_id
+                              FROM   {{source('src__tpc_ds', 'item')}}
+                              WHERE  i_category IN ( 'Jewelry' ))
+                AND ws_item_sk = i_item_sk
+                AND ws_sold_date_sk = d_date_sk
+                AND d_year = 1999
+                AND d_moy = 8
+                AND ws_bill_addr_sk = ca_address_sk
+                AND ca_gmt_offset = -6
+         GROUP  BY i_item_id)
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} i_item_id,
+               Sum(total_sales) total_sales
+FROM   (SELECT *
+        FROM   ss
+        UNION ALL
+        SELECT *
+        FROM   cs
+        UNION ALL
+        SELECT *
+        FROM   ws) tmp1
+GROUP  BY i_item_id
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY i_item_id,
+          total_sales
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query61.sql b/dbt/models/tpc_ds/query61.sql
new file mode 100644
index 0000000..82cb843
--- /dev/null
+++ b/dbt/models/tpc_ds/query61.sql
@@ -0,0 +1,49 @@
+-- query61
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} promotions,
+               total,
+               promotions /
+               total * 100 as pct
+FROM   (SELECT Sum(ss_ext_sales_price) promotions
+        FROM   {{source('src__tpc_ds', 'store_sales')}},
+               {{source('src__tpc_ds', 'store')}},
+               {{source('src__tpc_ds', 'promotion')}},
+               {{source('src__tpc_ds', 'date_dim')}},
+               {{source('src__tpc_ds', 'customer')}},
+               {{source('src__tpc_ds', 'customer_address')}},
+               {{source('src__tpc_ds', 'item')}}
+        WHERE  ss_sold_date_sk = d_date_sk
+               AND ss_store_sk = s_store_sk
+               AND ss_promo_sk = p_promo_sk
+               AND ss_customer_sk = c_customer_sk
+               AND ca_address_sk = c_current_addr_sk
+               AND ss_item_sk = i_item_sk
+               AND ca_gmt_offset = -7
+               AND i_category = 'Books'
+               AND ( p_channel_dmail = 'Y'
+                      OR p_channel_email = 'Y'
+                      OR p_channel_tv = 'Y' )
+               AND s_gmt_offset = -7
+               AND d_year = 2001
+               AND d_moy = 12) promotional_sales,
+       (SELECT Sum(ss_ext_sales_price) total
+        FROM   {{source('src__tpc_ds', 'store_sales')}},
+               {{source('src__tpc_ds', 'store')}},
+               {{source('src__tpc_ds', 'date_dim')}},
+               {{source('src__tpc_ds', 'customer')}},
+               {{source('src__tpc_ds', 'customer_address')}},
+               {{source('src__tpc_ds', 'item')}}
+        WHERE  ss_sold_date_sk = d_date_sk
+               AND ss_store_sk = s_store_sk
+               AND ss_customer_sk = c_customer_sk
+               AND ca_address_sk = c_current_addr_sk
+               AND ss_item_sk = i_item_sk
+               AND ca_gmt_offset = -7
+               AND i_category = 'Books'
+               AND s_gmt_offset = -7
+               AND d_year = 2001
+               AND d_moy = 12) all_sales
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY promotions,
+          total
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query62.sql b/dbt/models/tpc_ds/query62.sql
new file mode 100644
index 0000000..ca90bd4
--- /dev/null
+++ b/dbt/models/tpc_ds/query62.sql
@@ -0,0 +1,47 @@
+-- query62
+SELECT {{ substr('w_warehouse_name', 1, 20) }} as substrname,
+               sm_type,
+               web_name,
+               Sum(CASE
+                     WHEN ( ws_ship_date_sk - ws_sold_date_sk <= 30 ) THEN 1
+                     ELSE 0
+                   END) AS days_30,
+               Sum(CASE
+                     WHEN ( ws_ship_date_sk - ws_sold_date_sk > 30 )
+                          AND ( ws_ship_date_sk - ws_sold_date_sk <= 60 ) THEN 1
+                     ELSE 0
+                   END) AS days_31_60,
+               Sum(CASE
+                     WHEN ( ws_ship_date_sk - ws_sold_date_sk > 60 )
+                          AND ( ws_ship_date_sk - ws_sold_date_sk <= 90 ) THEN 1
+                     ELSE 0
+                   END) AS days_61_90,
+               Sum(CASE
+                     WHEN ( ws_ship_date_sk - ws_sold_date_sk > 90 )
+                          AND ( ws_ship_date_sk - ws_sold_date_sk <= 120 ) THEN
+                     1
+                     ELSE 0
+                   END) AS days_91_120,
+               Sum(CASE
+                     WHEN ( ws_ship_date_sk - ws_sold_date_sk > 120 ) THEN 1
+                     ELSE 0
+                   END) AS days_over_120
+FROM   {{source('src__tpc_ds', 'web_sales')}},
+       {{source('src__tpc_ds', 'warehouse')}},
+       {{source('src__tpc_ds', 'ship_mode')}},
+       {{source('src__tpc_ds', 'web_site')}},
+       {{source('src__tpc_ds', 'date_dim')}}
+WHERE  d_month_seq BETWEEN 1222 AND 1222 + 11
+       AND ws_ship_date_sk = d_date_sk
+       AND ws_warehouse_sk = w_warehouse_sk
+       AND ws_ship_mode_sk = sm_ship_mode_sk
+       AND ws_web_site_sk = web_site_sk
+GROUP  BY {{ substr('w_warehouse_name', 1, 20) }},
+          sm_type,
+          web_name
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY 1,
+          sm_type,
+          web_name
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query63.sql b/dbt/models/tpc_ds/query63.sql
new file mode 100644
index 0000000..3552fe8
--- /dev/null
+++ b/dbt/models/tpc_ds/query63.sql
@@ -0,0 +1,47 @@
+-- query63
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} *
+FROM   (SELECT i_manager_id,
+               Sum(ss_sales_price)            sum_sales,
+               Avg(Sum(ss_sales_price))
+                 OVER (
+                   partition BY i_manager_id) avg_monthly_sales
+        FROM   {{source('src__tpc_ds', 'item')}},
+               {{source('src__tpc_ds', 'store_sales')}},
+               {{source('src__tpc_ds', 'date_dim')}},
+               {{source('src__tpc_ds', 'store')}}
+        WHERE  ss_item_sk = i_item_sk
+               AND ss_sold_date_sk = d_date_sk
+               AND ss_store_sk = s_store_sk
+               AND d_month_seq IN ( 1200, 1200 + 1, 1200 + 2, 1200 + 3,
+                                    1200 + 4, 1200 + 5, 1200 + 6, 1200 + 7,
+                                    1200 + 8, 1200 + 9, 1200 + 10, 1200 + 11 )
+               AND ( ( i_category IN ( 'Books', 'Children', 'Electronics' )
+                       AND i_class IN ( 'personal', 'portable', 'reference',
+                                        'self-help' )
+                       AND i_brand IN ( 'scholaramalgamalg #14',
+                                        'scholaramalgamalg #7'
+                                        ,
+                                        'exportiunivamalg #9',
+                                                       'scholaramalgamalg #9' )
+                     )
+                      OR ( i_category IN ( 'Women', 'Music', 'Men' )
+                           AND i_class IN ( 'accessories', 'classical',
+                                            'fragrances',
+                                            'pants' )
+                           AND i_brand IN ( 'amalgimporto #1',
+                                            'edu packscholar #1',
+                                            'exportiimporto #1',
+                                                'importoamalg #1' ) ) )
+        GROUP  BY i_manager_id,
+                  d_moy) tmp1
+WHERE  CASE
+         WHEN avg_monthly_sales > 0 THEN Abs (sum_sales - avg_monthly_sales) /
+                                         avg_monthly_sales
+         ELSE NULL
+       END > 0.1
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY i_manager_id,
+          avg_monthly_sales,
+          sum_sales
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query64.sql b/dbt/models/tpc_ds/query64.sql
new file mode 100644
index 0000000..291b089
--- /dev/null
+++ b/dbt/models/tpc_ds/query64.sql
@@ -0,0 +1,124 @@
+-- query64
+WITH cs_ui
+     AS (SELECT cs_item_sk,
+                Sum(cs_ext_list_price) AS sale,
+                Sum(cr_refunded_cash + cr_reversed_charge
+                    + cr_store_credit) AS refund
+         FROM   {{source('src__tpc_ds', 'catalog_sales')}},
+                {{source('src__tpc_ds', 'catalog_returns')}}
+         WHERE  cs_item_sk = cr_item_sk
+                AND cs_order_number = cr_order_number
+         GROUP  BY cs_item_sk
+         HAVING Sum(cs_ext_list_price) > 2 * Sum(
+                cr_refunded_cash + cr_reversed_charge
+                + cr_store_credit)),
+     cross_sales
+     AS (SELECT i_product_name         product_name,
+                i_item_sk              item_sk,
+                s_store_name           store_name,
+                s_zip                  store_zip,
+                ad1.ca_street_number   b_street_number,
+                ad1.ca_street_name     b_streen_name,
+                ad1.ca_city            b_city,
+                ad1.ca_zip             b_zip,
+                ad2.ca_street_number   c_street_number,
+                ad2.ca_street_name     c_street_name,
+                ad2.ca_city            c_city,
+                ad2.ca_zip             c_zip,
+                d1.d_year              AS syear,
+                d2.d_year              AS fsyear,
+                d3.d_year              s2year,
+                Count(*)               cnt,
+                Sum(ss_wholesale_cost) s1,
+                Sum(ss_list_price)     s2,
+                Sum(ss_coupon_amt)     s3
+         FROM   {{source('src__tpc_ds', 'store_sales')}},
+                {{source('src__tpc_ds', 'store_returns')}},
+                cs_ui,
+                {{source('src__tpc_ds', 'date_dim')}} d1,
+                {{source('src__tpc_ds', 'date_dim')}} d2,
+                {{source('src__tpc_ds', 'date_dim')}} d3,
+                {{source('src__tpc_ds', 'store')}},
+                {{source('src__tpc_ds', 'customer')}},
+                {{source('src__tpc_ds', 'customer_demographics')}} cd1,
+                {{source('src__tpc_ds', 'customer_demographics')}} cd2,
+                {{source('src__tpc_ds', 'promotion')}},
+                {{source('src__tpc_ds', 'household_demographics')}} hd1,
+                {{source('src__tpc_ds', 'household_demographics')}} hd2,
+                {{source('src__tpc_ds', 'customer_address')}} ad1,
+                {{source('src__tpc_ds', 'customer_address')}} ad2,
+                {{source('src__tpc_ds', 'income_band')}} ib1,
+                {{source('src__tpc_ds', 'income_band')}} ib2,
+                {{source('src__tpc_ds', 'item')}}
+         WHERE  ss_store_sk = s_store_sk
+                AND ss_sold_date_sk = d1.d_date_sk
+                AND ss_customer_sk = c_customer_sk
+                AND ss_cdemo_sk = cd1.cd_demo_sk
+                AND ss_hdemo_sk = hd1.hd_demo_sk
+                AND ss_addr_sk = ad1.ca_address_sk
+                AND ss_item_sk = i_item_sk
+                AND ss_item_sk = sr_item_sk
+                AND ss_ticket_number = sr_ticket_number
+                AND ss_item_sk = cs_ui.cs_item_sk
+                AND c_current_cdemo_sk = cd2.cd_demo_sk
+                AND c_current_hdemo_sk = hd2.hd_demo_sk
+                AND c_current_addr_sk = ad2.ca_address_sk
+                AND c_first_sales_date_sk = d2.d_date_sk
+                AND c_first_shipto_date_sk = d3.d_date_sk
+                AND ss_promo_sk = p_promo_sk
+                AND hd1.hd_income_band_sk = ib1.ib_income_band_sk
+                AND hd2.hd_income_band_sk = ib2.ib_income_band_sk
+                AND cd1.cd_marital_status <> cd2.cd_marital_status
+                AND i_color IN ( 'cyan', 'peach', 'blush', 'frosted',
+                                 'powder', 'orange' )
+                AND i_current_price BETWEEN 58 AND 58 + 10
+                AND i_current_price BETWEEN 58 + 1 AND 58 + 15
+         GROUP  BY i_product_name,
+                   i_item_sk,
+                   s_store_name,
+                   s_zip,
+                   ad1.ca_street_number,
+                   ad1.ca_street_name,
+                   ad1.ca_city,
+                   ad1.ca_zip,
+                   ad2.ca_street_number,
+                   ad2.ca_street_name,
+                   ad2.ca_city,
+                   ad2.ca_zip,
+                   d1.d_year,
+                   d2.d_year,
+                   d3.d_year)
+SELECT cs1.product_name,
+       cs1.store_name,
+       cs1.store_zip,
+       cs1.b_street_number,
+       cs1.b_streen_name,
+       cs1.b_city,
+       cs1.b_zip,
+       cs1.c_street_number,
+       cs1.c_street_name,
+       cs1.c_city,
+       cs1.c_zip,
+       cs1.syear,
+       cs1.cnt,
+       cs1.s1,
+       cs1.s2,
+       cs1.s3,
+       cs2.s1 AS s1_,
+       cs2.s2 AS s2_,
+       cs2.s3 AS s3_,
+       cs2.syear AS syear_,
+       cs2.cnt AS cnt_
+FROM   cross_sales cs1,
+       cross_sales cs2
+WHERE  cs1.item_sk = cs2.item_sk
+       AND cs1.syear = 2001
+       AND cs2.syear = 2001 + 1
+       AND cs2.cnt <= cs1.cnt
+       AND cs1.store_name = cs2.store_name
+       AND cs1.store_zip = cs2.store_zip
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY cs1.product_name,
+          cs1.store_name,
+          cs2.cnt{% endif %}
+
diff --git a/dbt/models/tpc_ds/query65.sql b/dbt/models/tpc_ds/query65.sql
new file mode 100644
index 0000000..84d8b74
--- /dev/null
+++ b/dbt/models/tpc_ds/query65.sql
@@ -0,0 +1,39 @@
+-- query65
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} s_store_name,
+               i_item_desc,
+               sc.revenue,
+               i_current_price,
+               i_wholesale_cost,
+               i_brand
+FROM   {{source('src__tpc_ds', 'store')}},
+       {{source('src__tpc_ds', 'item')}},
+       (SELECT ss_store_sk,
+               Avg(revenue) AS ave
+        FROM   (SELECT ss_store_sk,
+                       ss_item_sk,
+                       Sum(ss_sales_price) AS revenue
+                FROM   {{source('src__tpc_ds', 'store_sales')}},
+                       {{source('src__tpc_ds', 'date_dim')}}
+                WHERE  ss_sold_date_sk = d_date_sk
+                       AND d_month_seq BETWEEN 1199 AND 1199 + 11
+                GROUP  BY ss_store_sk,
+                          ss_item_sk) sa
+        GROUP  BY ss_store_sk) sb,
+       (SELECT ss_store_sk,
+               ss_item_sk,
+               Sum(ss_sales_price) AS revenue
+        FROM   {{source('src__tpc_ds', 'store_sales')}},
+               {{source('src__tpc_ds', 'date_dim')}}
+        WHERE  ss_sold_date_sk = d_date_sk
+               AND d_month_seq BETWEEN 1199 AND 1199 + 11
+        GROUP  BY ss_store_sk,
+                  ss_item_sk) sc
+WHERE  sb.ss_store_sk = sc.ss_store_sk
+       AND sc.revenue <= 0.1 * sb.ave
+       AND s_store_sk = sc.ss_store_sk
+       AND i_item_sk = sc.ss_item_sk
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY s_store_name,
+          i_item_desc
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query66.sql b/dbt/models/tpc_ds/query66.sql
new file mode 100644
index 0000000..b1195c0
--- /dev/null
+++ b/dbt/models/tpc_ds/query66.sql
@@ -0,0 +1,304 @@
+-- query66
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} w_warehouse_name,
+               w_warehouse_sq_ft,
+               w_city,
+               w_county,
+               w_state,
+               w_country,
+               ship_carriers,
+               year1,
+               Sum(jan_sales)                     AS jan_sales,
+               Sum(feb_sales)                     AS feb_sales,
+               Sum(mar_sales)                     AS mar_sales,
+               Sum(apr_sales)                     AS apr_sales,
+               Sum(may_sales)                     AS may_sales,
+               Sum(jun_sales)                     AS jun_sales,
+               Sum(jul_sales)                     AS jul_sales,
+               Sum(aug_sales)                     AS aug_sales,
+               Sum(sep_sales)                     AS sep_sales,
+               Sum(oct_sales)                     AS oct_sales,
+               Sum(nov_sales)                     AS nov_sales,
+               Sum(dec_sales)                     AS dec_sales,
+               Sum(jan_sales / w_warehouse_sq_ft) AS jan_sales_per_sq_foot,
+               Sum(feb_sales / w_warehouse_sq_ft) AS feb_sales_per_sq_foot,
+               Sum(mar_sales / w_warehouse_sq_ft) AS mar_sales_per_sq_foot,
+               Sum(apr_sales / w_warehouse_sq_ft) AS apr_sales_per_sq_foot,
+               Sum(may_sales / w_warehouse_sq_ft) AS may_sales_per_sq_foot,
+               Sum(jun_sales / w_warehouse_sq_ft) AS jun_sales_per_sq_foot,
+               Sum(jul_sales / w_warehouse_sq_ft) AS jul_sales_per_sq_foot,
+               Sum(aug_sales / w_warehouse_sq_ft) AS aug_sales_per_sq_foot,
+               Sum(sep_sales / w_warehouse_sq_ft) AS sep_sales_per_sq_foot,
+               Sum(oct_sales / w_warehouse_sq_ft) AS oct_sales_per_sq_foot,
+               Sum(nov_sales / w_warehouse_sq_ft) AS nov_sales_per_sq_foot,
+               Sum(dec_sales / w_warehouse_sq_ft) AS dec_sales_per_sq_foot,
+               Sum(jan_net)                       AS jan_net,
+               Sum(feb_net)                       AS feb_net,
+               Sum(mar_net)                       AS mar_net,
+               Sum(apr_net)                       AS apr_net,
+               Sum(may_net)                       AS may_net,
+               Sum(jun_net)                       AS jun_net,
+               Sum(jul_net)                       AS jul_net,
+               Sum(aug_net)                       AS aug_net,
+               Sum(sep_net)                       AS sep_net,
+               Sum(oct_net)                       AS oct_net,
+               Sum(nov_net)                       AS nov_net,
+               Sum(dec_net)                       AS dec_net
+FROM   (SELECT w_warehouse_name,
+               w_warehouse_sq_ft,
+               w_city,
+               w_county,
+               w_state,
+               w_country,
+               'ZOUROS,ZHOU' AS ship_carriers,
+               d_year    AS year1,
+               Sum(CASE
+                     WHEN d_moy = 1 THEN ws_ext_sales_price * ws_quantity
+                     ELSE 0
+                   END)  AS jan_sales,
+               Sum(CASE
+                     WHEN d_moy = 2 THEN ws_ext_sales_price * ws_quantity
+                     ELSE 0
+                   END)  AS feb_sales,
+               Sum(CASE
+                     WHEN d_moy = 3 THEN ws_ext_sales_price * ws_quantity
+                     ELSE 0
+                   END)  AS mar_sales,
+               Sum(CASE
+                     WHEN d_moy = 4 THEN ws_ext_sales_price * ws_quantity
+                     ELSE 0
+                   END)  AS apr_sales,
+               Sum(CASE
+                     WHEN d_moy = 5 THEN ws_ext_sales_price * ws_quantity
+                     ELSE 0
+                   END)  AS may_sales,
+               Sum(CASE
+                     WHEN d_moy = 6 THEN ws_ext_sales_price * ws_quantity
+                     ELSE 0
+                   END)  AS jun_sales,
+               Sum(CASE
+                     WHEN d_moy = 7 THEN ws_ext_sales_price * ws_quantity
+                     ELSE 0
+                   END)  AS jul_sales,
+               Sum(CASE
+                     WHEN d_moy = 8 THEN ws_ext_sales_price * ws_quantity
+                     ELSE 0
+                   END)  AS aug_sales,
+               Sum(CASE
+                     WHEN d_moy = 9 THEN ws_ext_sales_price * ws_quantity
+                     ELSE 0
+                   END)  AS sep_sales,
+               Sum(CASE
+                     WHEN d_moy = 10 THEN ws_ext_sales_price * ws_quantity
+                     ELSE 0
+                   END)  AS oct_sales,
+               Sum(CASE
+                     WHEN d_moy = 11 THEN ws_ext_sales_price * ws_quantity
+                     ELSE 0
+                   END)  AS nov_sales,
+               Sum(CASE
+                     WHEN d_moy = 12 THEN ws_ext_sales_price * ws_quantity
+                     ELSE 0
+                   END)  AS dec_sales,
+               Sum(CASE
+                     WHEN d_moy = 1 THEN ws_net_paid_inc_ship * ws_quantity
+                     ELSE 0
+                   END)  AS jan_net,
+               Sum(CASE
+                     WHEN d_moy = 2 THEN ws_net_paid_inc_ship * ws_quantity
+                     ELSE 0
+                   END)  AS feb_net,
+               Sum(CASE
+                     WHEN d_moy = 3 THEN ws_net_paid_inc_ship * ws_quantity
+                     ELSE 0
+                   END)  AS mar_net,
+               Sum(CASE
+                     WHEN d_moy = 4 THEN ws_net_paid_inc_ship * ws_quantity
+                     ELSE 0
+                   END)  AS apr_net,
+               Sum(CASE
+                     WHEN d_moy = 5 THEN ws_net_paid_inc_ship * ws_quantity
+                     ELSE 0
+                   END)  AS may_net,
+               Sum(CASE
+                     WHEN d_moy = 6 THEN ws_net_paid_inc_ship * ws_quantity
+                     ELSE 0
+                   END)  AS jun_net,
+               Sum(CASE
+                     WHEN d_moy = 7 THEN ws_net_paid_inc_ship * ws_quantity
+                     ELSE 0
+                   END)  AS jul_net,
+               Sum(CASE
+                     WHEN d_moy = 8 THEN ws_net_paid_inc_ship * ws_quantity
+                     ELSE 0
+                   END)  AS aug_net,
+               Sum(CASE
+                     WHEN d_moy = 9 THEN ws_net_paid_inc_ship * ws_quantity
+                     ELSE 0
+                   END)  AS sep_net,
+               Sum(CASE
+                     WHEN d_moy = 10 THEN ws_net_paid_inc_ship * ws_quantity
+                     ELSE 0
+                   END)  AS oct_net,
+               Sum(CASE
+                     WHEN d_moy = 11 THEN ws_net_paid_inc_ship * ws_quantity
+                     ELSE 0
+                   END)  AS nov_net,
+               Sum(CASE
+                     WHEN d_moy = 12 THEN ws_net_paid_inc_ship * ws_quantity
+                     ELSE 0
+                   END)  AS dec_net
+        FROM   {{source('src__tpc_ds', 'web_sales')}},
+               {{source('src__tpc_ds', 'warehouse')}},
+               {{source('src__tpc_ds', 'date_dim')}},
+               {{source('src__tpc_ds', 'time_dim')}},
+               {{source('src__tpc_ds', 'ship_mode')}}
+        WHERE  ws_warehouse_sk = w_warehouse_sk
+               AND ws_sold_date_sk = d_date_sk
+               AND ws_sold_time_sk = t_time_sk
+               AND ws_ship_mode_sk = sm_ship_mode_sk
+               AND d_year = 1998
+               AND t_time BETWEEN 7249 AND 7249 + 28800
+               AND sm_carrier IN ( 'ZOUROS', 'ZHOU' )
+        GROUP  BY w_warehouse_name,
+                  w_warehouse_sq_ft,
+                  w_city,
+                  w_county,
+                  w_state,
+                  w_country,
+                  d_year
+        UNION ALL
+        SELECT w_warehouse_name,
+               w_warehouse_sq_ft,
+               w_city,
+               w_county,
+               w_state,
+               w_country,
+               'ZOUROS,ZHOU' AS ship_carriers,
+               d_year    AS year1,
+               Sum(CASE
+                     WHEN d_moy = 1 THEN cs_ext_sales_price * cs_quantity
+                     ELSE 0
+                   END)  AS jan_sales,
+               Sum(CASE
+                     WHEN d_moy = 2 THEN cs_ext_sales_price * cs_quantity
+                     ELSE 0
+                   END)  AS feb_sales,
+               Sum(CASE
+                     WHEN d_moy = 3 THEN cs_ext_sales_price * cs_quantity
+                     ELSE 0
+                   END)  AS mar_sales,
+               Sum(CASE
+                     WHEN d_moy = 4 THEN cs_ext_sales_price * cs_quantity
+                     ELSE 0
+                   END)  AS apr_sales,
+               Sum(CASE
+                     WHEN d_moy = 5 THEN cs_ext_sales_price * cs_quantity
+                     ELSE 0
+                   END)  AS may_sales,
+               Sum(CASE
+                     WHEN d_moy = 6 THEN cs_ext_sales_price * cs_quantity
+                     ELSE 0
+                   END)  AS jun_sales,
+               Sum(CASE
+                     WHEN d_moy = 7 THEN cs_ext_sales_price * cs_quantity
+                     ELSE 0
+                   END)  AS jul_sales,
+               Sum(CASE
+                     WHEN d_moy = 8 THEN cs_ext_sales_price * cs_quantity
+                     ELSE 0
+                   END)  AS aug_sales,
+               Sum(CASE
+                     WHEN d_moy = 9 THEN cs_ext_sales_price * cs_quantity
+                     ELSE 0
+                   END)  AS sep_sales,
+               Sum(CASE
+                     WHEN d_moy = 10 THEN cs_ext_sales_price * cs_quantity
+                     ELSE 0
+                   END)  AS oct_sales,
+               Sum(CASE
+                     WHEN d_moy = 11 THEN cs_ext_sales_price * cs_quantity
+                     ELSE 0
+                   END)  AS nov_sales,
+               Sum(CASE
+                     WHEN d_moy = 12 THEN cs_ext_sales_price * cs_quantity
+                     ELSE 0
+                   END)  AS dec_sales,
+               Sum(CASE
+                     WHEN d_moy = 1 THEN cs_net_paid * cs_quantity
+                     ELSE 0
+                   END)  AS jan_net,
+               Sum(CASE
+                     WHEN d_moy = 2 THEN cs_net_paid * cs_quantity
+                     ELSE 0
+                   END)  AS feb_net,
+               Sum(CASE
+                     WHEN d_moy = 3 THEN cs_net_paid * cs_quantity
+                     ELSE 0
+                   END)  AS mar_net,
+               Sum(CASE
+                     WHEN d_moy = 4 THEN cs_net_paid * cs_quantity
+                     ELSE 0
+                   END)  AS apr_net,
+               Sum(CASE
+                     WHEN d_moy = 5 THEN cs_net_paid * cs_quantity
+                     ELSE 0
+                   END)  AS may_net,
+               Sum(CASE
+                     WHEN d_moy = 6 THEN cs_net_paid * cs_quantity
+                     ELSE 0
+                   END)  AS jun_net,
+               Sum(CASE
+                     WHEN d_moy = 7 THEN cs_net_paid * cs_quantity
+                     ELSE 0
+                   END)  AS jul_net,
+               Sum(CASE
+                     WHEN d_moy = 8 THEN cs_net_paid * cs_quantity
+                     ELSE 0
+                   END)  AS aug_net,
+               Sum(CASE
+                     WHEN d_moy = 9 THEN cs_net_paid * cs_quantity
+                     ELSE 0
+                   END)  AS sep_net,
+               Sum(CASE
+                     WHEN d_moy = 10 THEN cs_net_paid * cs_quantity
+                     ELSE 0
+                   END)  AS oct_net,
+               Sum(CASE
+                     WHEN d_moy = 11 THEN cs_net_paid * cs_quantity
+                     ELSE 0
+                   END)  AS nov_net,
+               Sum(CASE
+                     WHEN d_moy = 12 THEN cs_net_paid * cs_quantity
+                     ELSE 0
+                   END)  AS dec_net
+        FROM   {{source('src__tpc_ds', 'catalog_sales')}},
+               {{source('src__tpc_ds', 'warehouse')}},
+               {{source('src__tpc_ds', 'date_dim')}},
+               {{source('src__tpc_ds', 'time_dim')}},
+               {{source('src__tpc_ds', 'ship_mode')}}
+        WHERE  cs_warehouse_sk = w_warehouse_sk
+               AND cs_sold_date_sk = d_date_sk
+               AND cs_sold_time_sk = t_time_sk
+               AND cs_ship_mode_sk = sm_ship_mode_sk
+               AND d_year = 1998
+               AND t_time BETWEEN 7249 AND 7249 + 28800
+               AND sm_carrier IN ( 'ZOUROS', 'ZHOU' )
+        GROUP  BY w_warehouse_name,
+                  w_warehouse_sq_ft,
+                  w_city,
+                  w_county,
+                  w_state,
+                  w_country,
+                  d_year) x
+GROUP  BY w_warehouse_name,
+          w_warehouse_sq_ft,
+          w_city,
+          w_county,
+          w_state,
+          w_country,
+          ship_carriers,
+          year1
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY w_warehouse_name
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query67.sql b/dbt/models/tpc_ds/query67.sql
new file mode 100644
index 0000000..d5ca74e
--- /dev/null
+++ b/dbt/models/tpc_ds/query67.sql
@@ -0,0 +1,72 @@
+-- This model does not complete in Synapse
+{{ config(
+  enabled=target.name != 'synapse'
+) }}
+
+-- query67
+with dw1 as (
+      select i_category
+            ,i_class
+            ,i_brand
+            ,i_product_name
+            ,d_year
+            ,d_qoy
+            ,d_moy
+            ,s_store_id
+            ,sum(coalesce(ss_sales_price*ss_quantity,0)) sumsales
+      from {{source('src__tpc_ds', 'store_sales')}}
+            ,{{source('src__tpc_ds', 'date_dim')}}
+            ,{{source('src__tpc_ds', 'store')}}
+            ,{{source('src__tpc_ds', 'item')}}
+      where  ss_sold_date_sk=d_date_sk
+      and ss_item_sk=i_item_sk
+      and ss_store_sk = s_store_sk
+      and d_month_seq between 1181 and 1181+11
+      group by i_category, i_class, i_brand, i_product_name, d_year, d_qoy, d_moy,s_store_id
+), dw2 as (
+      select i_category
+            ,i_class
+            ,i_brand
+            ,i_product_name
+            ,d_year
+            ,d_qoy
+            ,d_moy
+            ,s_store_id
+            ,sumsales
+            ,rank() over (partition by i_category, i_class, i_brand, i_product_name {% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+order by sumsales{% endif %}
+ desc) rk
+      from dw1
+), dw3 as (
+      select i_category
+            ,i_class
+            ,i_brand
+            ,i_product_name
+            ,d_year
+            ,d_qoy
+            ,d_moy
+            ,s_store_id
+            ,sumsales
+            ,rank() over (partition by i_category {% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+order by sumsales{% endif %}
+ desc) rk
+      from dw2
+      where rk <= 100
+)
+select {{ 'TOP 100' if target.name == 'synapse' }} *
+from dw2
+where rk <= 100
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+order by i_category
+        ,i_class
+        ,i_brand
+        ,i_product_name
+        ,d_year
+        ,d_qoy
+        ,d_moy
+        ,s_store_id
+        ,sumsales
+        ,rk
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
+
diff --git a/dbt/models/tpc_ds/query68.sql b/dbt/models/tpc_ds/query68.sql
new file mode 100644
index 0000000..bfbfa1c
--- /dev/null
+++ b/dbt/models/tpc_ds/query68.sql
@@ -0,0 +1,43 @@
+-- query68
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} c_last_name,
+               c_first_name,
+               ca_city,
+               bought_city,
+               ss_ticket_number,
+               extended_price,
+               extended_tax,
+               list_price
+FROM   (SELECT ss_ticket_number,
+               ss_customer_sk,
+               ca_city                 bought_city,
+               Sum(ss_ext_sales_price) extended_price,
+               Sum(ss_ext_list_price)  list_price,
+               Sum(ss_ext_tax)         extended_tax
+        FROM   {{source('src__tpc_ds', 'store_sales')}},
+               {{source('src__tpc_ds', 'date_dim')}},
+               {{source('src__tpc_ds', 'store')}},
+               {{source('src__tpc_ds', 'household_demographics')}},
+               {{source('src__tpc_ds', 'customer_address')}}
+        WHERE  store_sales.ss_sold_date_sk = date_dim.d_date_sk
+               AND store_sales.ss_store_sk = store.s_store_sk
+               AND store_sales.ss_hdemo_sk = household_demographics.hd_demo_sk
+               AND store_sales.ss_addr_sk = customer_address.ca_address_sk
+               AND date_dim.d_dom BETWEEN 1 AND 2
+               AND ( household_demographics.hd_dep_count = 8
+                      OR household_demographics.hd_vehicle_count = 3 )
+               AND date_dim.d_year IN ( 1998, 1998 + 1, 1998 + 2 )
+               AND store.s_city IN ( 'Fairview', 'Midway' )
+        GROUP  BY ss_ticket_number,
+                  ss_customer_sk,
+                  ss_addr_sk,
+                  ca_city) dn,
+       {{source('src__tpc_ds', 'customer')}},
+       {{source('src__tpc_ds', 'customer_address')}} current_addr
+WHERE  ss_customer_sk = c_customer_sk
+       AND customer.c_current_addr_sk = current_addr.ca_address_sk
+       AND current_addr.ca_city <> bought_city
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY c_last_name,
+          ss_ticket_number
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query69.sql b/dbt/models/tpc_ds/query69.sql
new file mode 100644
index 0000000..d18db4f
--- /dev/null
+++ b/dbt/models/tpc_ds/query69.sql
@@ -0,0 +1,49 @@
+-- query69
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} cd_gender,
+               cd_marital_status,
+               cd_education_status,
+               Count(*) cnt1,
+               cd_purchase_estimate,
+               Count(*) cnt2,
+               cd_credit_rating,
+               Count(*) cnt3
+FROM   {{source('src__tpc_ds', 'customer')}} c,
+       {{source('src__tpc_ds', 'customer_address')}} ca,
+       {{source('src__tpc_ds', 'customer_demographics')}}
+WHERE  c.c_current_addr_sk = ca.ca_address_sk
+       AND ca_state IN ( 'KS', 'AZ', 'NE' )
+       AND cd_demo_sk = c.c_current_cdemo_sk
+       AND EXISTS (SELECT *
+                   FROM   {{source('src__tpc_ds', 'store_sales')}},
+                          {{source('src__tpc_ds', 'date_dim')}}
+                   WHERE  c.c_customer_sk = ss_customer_sk
+                          AND ss_sold_date_sk = d_date_sk
+                          AND d_year = 2004
+                          AND d_moy BETWEEN 3 AND 3 + 2)
+       AND ( NOT EXISTS (SELECT *
+                         FROM   {{source('src__tpc_ds', 'web_sales')}},
+                                {{source('src__tpc_ds', 'date_dim')}}
+                         WHERE  c.c_customer_sk = ws_bill_customer_sk
+                                AND ws_sold_date_sk = d_date_sk
+                                AND d_year = 2004
+                                AND d_moy BETWEEN 3 AND 3 + 2)
+             AND NOT EXISTS (SELECT *
+                             FROM   {{source('src__tpc_ds', 'catalog_sales')}},
+                                    {{source('src__tpc_ds', 'date_dim')}}
+                             WHERE  c.c_customer_sk = cs_ship_customer_sk
+                                    AND cs_sold_date_sk = d_date_sk
+                                    AND d_year = 2004
+                                    AND d_moy BETWEEN 3 AND 3 + 2) )
+GROUP  BY cd_gender,
+          cd_marital_status,
+          cd_education_status,
+          cd_purchase_estimate,
+          cd_credit_rating
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY cd_gender,
+          cd_marital_status,
+          cd_education_status,
+          cd_purchase_estimate,
+          cd_credit_rating
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query70.sql b/dbt/models/tpc_ds/query70.sql
new file mode 100644
index 0000000..7f03e60
--- /dev/null
+++ b/dbt/models/tpc_ds/query70.sql
@@ -0,0 +1,36 @@
+-- query70
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} Sum(ss_net_profit)                     AS total_sum,
+               s_state,
+               s_county,
+               Rank()
+                 OVER (
+                   PARTITION BY s_state, s_county
+                   ORDER BY Sum(ss_net_profit) DESC)  AS rank_within_parent
+FROM   {{source('src__tpc_ds', 'store_sales')}},
+       {{source('src__tpc_ds', 'date_dim')}} d1,
+       {{source('src__tpc_ds', 'store')}}
+WHERE  d1.d_month_seq BETWEEN 1200 AND 1200 + 11
+       AND d1.d_date_sk = ss_sold_date_sk
+       AND s_store_sk = ss_store_sk
+       AND s_state IN (SELECT s_state
+                       FROM   (SELECT s_state                               AS
+                                      s_state,
+                                      Rank()
+                                        OVER (
+                                          partition BY s_state
+                                          ORDER BY Sum(ss_net_profit) DESC) AS
+                                      ranking
+                               FROM   {{source('src__tpc_ds', 'store_sales')}},
+                                      {{source('src__tpc_ds', 'store')}},
+                                      {{source('src__tpc_ds', 'date_dim')}}
+                               WHERE  d_month_seq BETWEEN 1200 AND 1200 + 11
+                                      AND d_date_sk = ss_sold_date_sk
+                                      AND s_store_sk = ss_store_sk
+                               GROUP  BY s_state) tmp1
+                       WHERE  ranking <= 5)
+GROUP  BY s_state, s_county
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY s_state,
+          rank_within_parent
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query71.sql b/dbt/models/tpc_ds/query71.sql
new file mode 100644
index 0000000..304b601
--- /dev/null
+++ b/dbt/models/tpc_ds/query71.sql
@@ -0,0 +1,51 @@
+-- query71
+SELECT i_brand_id     brand_id,
+       i_brand        brand,
+       t_hour,
+       t_minute,
+       Sum(ext_price) ext_price
+FROM   {{source('src__tpc_ds', 'item')}},
+       (SELECT ws_ext_sales_price AS ext_price,
+               ws_sold_date_sk    AS sold_date_sk,
+               ws_item_sk         AS sold_item_sk,
+               ws_sold_time_sk    AS time_sk
+        FROM   {{source('src__tpc_ds', 'web_sales')}},
+               {{source('src__tpc_ds', 'date_dim')}}
+        WHERE  d_date_sk = ws_sold_date_sk
+               AND d_moy = 11
+               AND d_year = 2001
+        UNION ALL
+        SELECT cs_ext_sales_price AS ext_price,
+               cs_sold_date_sk    AS sold_date_sk,
+               cs_item_sk         AS sold_item_sk,
+               cs_sold_time_sk    AS time_sk
+        FROM   {{source('src__tpc_ds', 'catalog_sales')}},
+               {{source('src__tpc_ds', 'date_dim')}}
+        WHERE  d_date_sk = cs_sold_date_sk
+               AND d_moy = 11
+               AND d_year = 2001
+        UNION ALL
+        SELECT ss_ext_sales_price AS ext_price,
+               ss_sold_date_sk    AS sold_date_sk,
+               ss_item_sk         AS sold_item_sk,
+               ss_sold_time_sk    AS time_sk
+        FROM   {{source('src__tpc_ds', 'store_sales')}},
+               {{source('src__tpc_ds', 'date_dim')}}
+        WHERE  d_date_sk = ss_sold_date_sk
+               AND d_moy = 11
+               AND d_year = 2001) AS tmp,
+       {{source('src__tpc_ds', 'time_dim')}}
+WHERE  sold_item_sk = i_item_sk
+       AND i_manager_id = 1
+       AND time_sk = t_time_sk
+       AND ( t_meal_time = 'breakfast'
+              OR t_meal_time = 'dinner' )
+GROUP  BY i_brand,
+          i_brand_id,
+          t_hour,
+          t_minute
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY ext_price DESC,
+          i_brand_id
+{% endif %}
+
diff --git a/dbt/models/tpc_ds/query72.sql b/dbt/models/tpc_ds/query72.sql
new file mode 100644
index 0000000..dc3b682
--- /dev/null
+++ b/dbt/models/tpc_ds/query72.sql
@@ -0,0 +1,50 @@
+-- query72
+WITH top_items AS (
+  SELECT cs_item_sk,
+                cs_warehouse_sk,
+                d1.d_week_seq,
+                Sum(CASE
+                      WHEN p_promo_sk IS NULL THEN 1
+                      ELSE 0
+                    END) no_promo,
+                Sum(CASE
+                      WHEN p_promo_sk IS NOT NULL THEN 1
+                      ELSE 0
+                    END) promo,
+                Count(*) total_cnt
+  FROM   {{source('src__tpc_ds', 'catalog_sales')}}
+        JOIN {{source('src__tpc_ds', 'inventory')}}
+          ON ( cs_item_sk = inv_item_sk and cs_sold_date_sk = inv_date_sk and cs_warehouse_sk = inv_warehouse_sk )
+        JOIN {{source('src__tpc_ds', 'customer_demographics')}}
+          ON ( cs_bill_cdemo_sk = cd_demo_sk )
+        JOIN {{source('src__tpc_ds', 'household_demographics')}}
+          ON ( cs_bill_hdemo_sk = hd_demo_sk )
+        JOIN {{source('src__tpc_ds', 'date_dim')}} d1
+          ON ( cs_sold_date_sk = d1.d_date_sk )
+        LEFT OUTER JOIN {{source('src__tpc_ds', 'promotion')}}
+                      ON ( cs_promo_sk = p_promo_sk )
+        LEFT OUTER JOIN {{source('src__tpc_ds', 'catalog_returns')}}
+                      ON ( cr_item_sk = cs_item_sk
+                          AND cr_order_number = cs_order_number )
+  WHERE inv_quantity_on_hand < cs_quantity
+        AND hd_buy_potential = '501-1000'
+        AND d1.d_year = 2002
+        AND cd_marital_status = 'M'
+  GROUP  BY cs_item_sk, cs_warehouse_sk, d_week_seq
+)
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} i_item_desc,
+       w_warehouse_name,
+       d_week_seq,
+       no_promo,
+       promo,
+       total_cnt
+FROM top_items
+JOIN {{source('src__tpc_ds', 'warehouse')}}
+  ON ( w_warehouse_sk = cs_warehouse_sk )
+JOIN {{source('src__tpc_ds', 'item')}}
+  ON ( i_item_sk = cs_item_sk )
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY total_cnt DESC,
+          1, 2, 3
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query73.sql b/dbt/models/tpc_ds/query73.sql
new file mode 100644
index 0000000..3e8b358
--- /dev/null
+++ b/dbt/models/tpc_ds/query73.sql
@@ -0,0 +1,41 @@
+-- query73
+SELECT c_last_name,
+       c_first_name,
+       c_salutation,
+       c_preferred_cust_flag,
+       ss_ticket_number,
+       cnt
+FROM   (SELECT ss_ticket_number,
+               ss_customer_sk,
+               Count(*) cnt
+        FROM   {{source('src__tpc_ds', 'store_sales')}},
+               {{source('src__tpc_ds', 'date_dim')}},
+               {{source('src__tpc_ds', 'store')}},
+               {{source('src__tpc_ds', 'household_demographics')}}
+        WHERE  store_sales.ss_sold_date_sk = date_dim.d_date_sk
+               AND store_sales.ss_store_sk = store.s_store_sk
+               AND store_sales.ss_hdemo_sk = household_demographics.hd_demo_sk
+               AND date_dim.d_dom BETWEEN 1 AND 2
+               AND ( household_demographics.hd_buy_potential = '>10000'
+                      OR household_demographics.hd_buy_potential = '0-500' )
+               AND household_demographics.hd_vehicle_count > 0
+               AND CASE
+                     WHEN household_demographics.hd_vehicle_count > 0 THEN
+                     household_demographics.hd_dep_count /
+                     household_demographics.hd_vehicle_count
+                     ELSE NULL
+                   END > 1
+               AND date_dim.d_year IN ( 2000, 2000 + 1, 2000 + 2 )
+               AND store.s_county IN ( 'Williamson County', 'Williamson County',
+                                       'Williamson County',
+                                                             'Williamson County'
+                                     )
+        GROUP  BY ss_ticket_number,
+                  ss_customer_sk) dj,
+       {{source('src__tpc_ds', 'customer')}}
+WHERE  ss_customer_sk = c_customer_sk
+       AND cnt BETWEEN 1 AND 5
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY cnt DESC,
+          c_last_name ASC{% endif %}
+
diff --git a/dbt/models/tpc_ds/query74.sql b/dbt/models/tpc_ds/query74.sql
new file mode 100644
index 0000000..0f75870
--- /dev/null
+++ b/dbt/models/tpc_ds/query74.sql
@@ -0,0 +1,71 @@
+-- query74
+WITH year_total
+     AS (SELECT c_customer_id    customer_id,
+                c_first_name     customer_first_name,
+                c_last_name      customer_last_name,
+                d_year           AS year1,
+                Sum(ss_net_paid) year_total,
+                's'              sale_type
+         FROM   {{source('src__tpc_ds', 'customer')}},
+                {{source('src__tpc_ds', 'store_sales')}},
+                {{source('src__tpc_ds', 'date_dim')}}
+         WHERE  c_customer_sk = ss_customer_sk
+                AND ss_sold_date_sk = d_date_sk
+                AND d_year IN ( 1999, 1999 + 1 )
+         GROUP  BY c_customer_id,
+                   c_first_name,
+                   c_last_name,
+                   d_year
+         UNION ALL
+         SELECT c_customer_id    customer_id,
+                c_first_name     customer_first_name,
+                c_last_name      customer_last_name,
+                d_year           AS year1,
+                Sum(ws_net_paid) year_total,
+                'w'              sale_type
+         FROM   {{source('src__tpc_ds', 'customer')}},
+                {{source('src__tpc_ds', 'web_sales')}},
+                {{source('src__tpc_ds', 'date_dim')}}
+         WHERE  c_customer_sk = ws_bill_customer_sk
+                AND ws_sold_date_sk = d_date_sk
+                AND d_year IN ( 1999, 1999 + 1 )
+         GROUP  BY c_customer_id,
+                   c_first_name,
+                   c_last_name,
+                   d_year)
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} t_s_secyear.customer_id,
+               t_s_secyear.customer_first_name,
+               t_s_secyear.customer_last_name
+FROM   year_total t_s_firstyear,
+       year_total t_s_secyear,
+       year_total t_w_firstyear,
+       year_total t_w_secyear
+WHERE  t_s_secyear.customer_id = t_s_firstyear.customer_id
+       AND t_s_firstyear.customer_id = t_w_secyear.customer_id
+       AND t_s_firstyear.customer_id = t_w_firstyear.customer_id
+       AND t_s_firstyear.sale_type = 's'
+       AND t_w_firstyear.sale_type = 'w'
+       AND t_s_secyear.sale_type = 's'
+       AND t_w_secyear.sale_type = 'w'
+       AND t_s_firstyear.year1 = 1999
+       AND t_s_secyear.year1 = 1999 + 1
+       AND t_w_firstyear.year1 = 1999
+       AND t_w_secyear.year1 = 1999 + 1
+       AND t_s_firstyear.year_total > 0
+       AND t_w_firstyear.year_total > 0
+       AND CASE
+             WHEN t_w_firstyear.year_total > 0 THEN t_w_secyear.year_total /
+                                                    t_w_firstyear.year_total
+             ELSE NULL
+           END > CASE
+                   WHEN t_s_firstyear.year_total > 0 THEN
+                   t_s_secyear.year_total /
+                   t_s_firstyear.year_total
+                   ELSE NULL
+                 END
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY 1,
+          2,
+          3
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query75.sql b/dbt/models/tpc_ds/query75.sql
new file mode 100644
index 0000000..3651a6c
--- /dev/null
+++ b/dbt/models/tpc_ds/query75.sql
@@ -0,0 +1,94 @@
+-- query75
+WITH all_sales
+     AS (SELECT d_year,
+                i_brand_id,
+                i_class_id,
+                i_category_id,
+                i_manufact_id,
+                Sum(sales_cnt) AS sales_cnt,
+                Sum(sales_amt) AS sales_amt
+         FROM   (SELECT d_year,
+                        i_brand_id,
+                        i_class_id,
+                        i_category_id,
+                        i_manufact_id,
+                        cs_quantity - COALESCE(cr_return_quantity, 0)        AS
+                        sales_cnt,
+                        cs_ext_sales_price - COALESCE(cr_return_amount, 0.0) AS
+                        sales_amt
+                 FROM   {{source('src__tpc_ds', 'catalog_sales')}}
+                        JOIN {{source('src__tpc_ds', 'item')}}
+                          ON i_item_sk = cs_item_sk
+                        JOIN {{source('src__tpc_ds', 'date_dim')}}
+                          ON d_date_sk = cs_sold_date_sk
+                        LEFT JOIN {{source('src__tpc_ds', 'catalog_returns')}}
+                               ON ( cs_order_number = cr_order_number
+                                    AND cs_item_sk = cr_item_sk )
+                 WHERE  i_category = 'Men'
+                 UNION ALL
+                 SELECT d_year,
+                        i_brand_id,
+                        i_class_id,
+                        i_category_id,
+                        i_manufact_id,
+                        ss_quantity - COALESCE(sr_return_quantity, 0)     AS
+                        sales_cnt,
+                        ss_ext_sales_price - COALESCE(sr_return_amt, 0.0) AS
+                        sales_amt
+                 FROM   {{source('src__tpc_ds', 'store_sales')}}
+                        JOIN {{source('src__tpc_ds', 'item')}}
+                          ON i_item_sk = ss_item_sk
+                        JOIN {{source('src__tpc_ds', 'date_dim')}}
+                          ON d_date_sk = ss_sold_date_sk
+                        LEFT JOIN {{source('src__tpc_ds', 'store_returns')}}
+                               ON ( ss_ticket_number = sr_ticket_number
+                                    AND ss_item_sk = sr_item_sk )
+                 WHERE  i_category = 'Men'
+                 UNION ALL
+                 SELECT d_year,
+                        i_brand_id,
+                        i_class_id,
+                        i_category_id,
+                        i_manufact_id,
+                        ws_quantity - COALESCE(wr_return_quantity, 0)     AS
+                        sales_cnt,
+                        ws_ext_sales_price - COALESCE(wr_return_amt, 0.0) AS
+                        sales_amt
+                 FROM   {{source('src__tpc_ds', 'web_sales')}}
+                        JOIN {{source('src__tpc_ds', 'item')}}
+                          ON i_item_sk = ws_item_sk
+                        JOIN {{source('src__tpc_ds', 'date_dim')}}
+                          ON d_date_sk = ws_sold_date_sk
+                        LEFT JOIN {{source('src__tpc_ds', 'web_returns')}}
+                               ON ( ws_order_number = wr_order_number
+                                    AND ws_item_sk = wr_item_sk )
+                 WHERE  i_category = 'Men') sales_detail
+         GROUP  BY d_year,
+                   i_brand_id,
+                   i_class_id,
+                   i_category_id,
+                   i_manufact_id)
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} prev_yr.d_year                        AS prev_year,
+               curr_yr.d_year                        AS year1,
+               curr_yr.i_brand_id,
+               curr_yr.i_class_id,
+               curr_yr.i_category_id,
+               curr_yr.i_manufact_id,
+               prev_yr.sales_cnt                     AS prev_yr_cnt,
+               curr_yr.sales_cnt                     AS curr_yr_cnt,
+               curr_yr.sales_cnt - prev_yr.sales_cnt AS sales_cnt_diff,
+               curr_yr.sales_amt - prev_yr.sales_amt AS sales_amt_diff
+FROM   all_sales curr_yr,
+       all_sales prev_yr
+WHERE  curr_yr.i_brand_id = prev_yr.i_brand_id
+       AND curr_yr.i_class_id = prev_yr.i_class_id
+       AND curr_yr.i_category_id = prev_yr.i_category_id
+       AND curr_yr.i_manufact_id = prev_yr.i_manufact_id
+       AND curr_yr.d_year = 2002
+       AND prev_yr.d_year = 2002 - 1
+       AND curr_yr.sales_cnt / prev_yr.sales_cnt
+           < 0.9
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY sales_cnt_diff
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query76.sql b/dbt/models/tpc_ds/query76.sql
new file mode 100644
index 0000000..a3437af
--- /dev/null
+++ b/dbt/models/tpc_ds/query76.sql
@@ -0,0 +1,59 @@
+-- query76
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} channel,
+               col_name,
+               d_year,
+               d_qoy,
+               i_category,
+               Count(*)             sales_cnt,
+               Sum(ext_sales_price) sales_amt
+FROM   (SELECT 'store'            AS channel,
+               'ss_hdemo_sk'      col_name,
+               d_year,
+               d_qoy,
+               i_category,
+               ss_ext_sales_price ext_sales_price
+        FROM   {{source('src__tpc_ds', 'store_sales')}},
+               {{source('src__tpc_ds', 'item')}},
+               {{source('src__tpc_ds', 'date_dim')}}
+        WHERE  ss_hdemo_sk IS NULL
+               AND ss_sold_date_sk = d_date_sk
+               AND ss_item_sk = i_item_sk
+        UNION ALL
+        SELECT 'web'              AS channel,
+               'ws_ship_hdemo_sk' col_name,
+               d_year,
+               d_qoy,
+               i_category,
+               ws_ext_sales_price ext_sales_price
+        FROM   {{source('src__tpc_ds', 'web_sales')}},
+               {{source('src__tpc_ds', 'item')}},
+               {{source('src__tpc_ds', 'date_dim')}}
+        WHERE  ws_ship_hdemo_sk IS NULL
+               AND ws_sold_date_sk = d_date_sk
+               AND ws_item_sk = i_item_sk
+        UNION ALL
+        SELECT 'catalog'          AS channel,
+               'cs_warehouse_sk'  col_name,
+               d_year,
+               d_qoy,
+               i_category,
+               cs_ext_sales_price ext_sales_price
+        FROM   {{source('src__tpc_ds', 'catalog_sales')}},
+               {{source('src__tpc_ds', 'item')}},
+               {{source('src__tpc_ds', 'date_dim')}}
+        WHERE  cs_warehouse_sk IS NULL
+               AND cs_sold_date_sk = d_date_sk
+               AND cs_item_sk = i_item_sk) foo
+GROUP  BY channel,
+          col_name,
+          d_year,
+          d_qoy,
+          i_category
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY channel,
+          col_name,
+          d_year,
+          d_qoy,
+          i_category
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query77.sql b/dbt/models/tpc_ds/query77.sql
new file mode 100644
index 0000000..78bd7d1
--- /dev/null
+++ b/dbt/models/tpc_ds/query77.sql
@@ -0,0 +1,110 @@
+
+-- query77
+WITH ss AS
+(
+         SELECT   s_store_sk,
+                  Sum(ss_ext_sales_price) AS sales,
+                  Sum(ss_net_profit)      AS profit
+         FROM     {{source('src__tpc_ds', 'store_sales')}},
+                  {{source('src__tpc_ds', 'date_dim')}},
+                  {{source('src__tpc_ds', 'store')}}
+         WHERE    ss_sold_date_sk = d_date_sk
+         AND      Cast(d_date AS DATE) BETWEEN Cast('2001-08-16' AS DATE) AND      (
+                           Cast('2001-09-15' AS DATE))
+         AND      ss_store_sk = s_store_sk
+         GROUP BY s_store_sk) , sr AS
+(
+         SELECT   s_store_sk,
+                  sum(sr_return_amt) AS returns1,
+                  sum(sr_net_loss)   AS profit_loss
+         FROM     {{source('src__tpc_ds', 'store_returns')}},
+                  {{source('src__tpc_ds', 'date_dim')}},
+                  {{source('src__tpc_ds', 'store')}}
+         WHERE    sr_returned_date_sk = d_date_sk
+         AND      Cast(d_date AS DATE) BETWEEN cast('2001-08-16' AS date) AND      (
+                           Cast('2001-09-15' AS DATE))
+         AND      sr_store_sk = s_store_sk
+         GROUP BY s_store_sk), cs AS
+(
+         SELECT   cs_call_center_sk,
+                  sum(cs_ext_sales_price) AS sales,
+                  sum(cs_net_profit)      AS profit
+         FROM     {{source('src__tpc_ds', 'catalog_sales')}},
+                  {{source('src__tpc_ds', 'date_dim')}}
+         WHERE    cs_sold_date_sk = d_date_sk
+         AND      Cast(d_date AS DATE) BETWEEN cast('2001-08-16' AS date) AND      (
+                           Cast('2001-09-15' AS DATE))
+         GROUP BY cs_call_center_sk ), cr AS
+(
+         SELECT   cr_call_center_sk,
+                  sum(cr_return_amount) AS returns1,
+                  sum(cr_net_loss)      AS profit_loss
+         FROM     {{source('src__tpc_ds', 'catalog_returns')}},
+                  {{source('src__tpc_ds', 'date_dim')}}
+         WHERE    cr_returned_date_sk = d_date_sk
+         AND      Cast(d_date AS DATE) BETWEEN cast('2001-08-16' AS date) AND      (
+                           Cast('2001-09-15' AS DATE))
+         GROUP BY cr_call_center_sk ), ws AS
+(
+         SELECT   wp_web_page_sk,
+                  sum(ws_ext_sales_price) AS sales,
+                  sum(ws_net_profit)      AS profit
+         FROM     {{source('src__tpc_ds', 'web_sales')}},
+                  {{source('src__tpc_ds', 'date_dim')}},
+                  {{source('src__tpc_ds', 'web_page')}}
+         WHERE    ws_sold_date_sk = d_date_sk
+         AND      Cast(d_date AS DATE) BETWEEN cast('2001-08-16' AS date) AND      (
+                           Cast('2001-09-15' AS DATE))
+         AND      ws_web_page_sk = wp_web_page_sk
+         GROUP BY wp_web_page_sk), wr AS
+(
+         SELECT   wp_web_page_sk,
+                  sum(wr_return_amt) AS returns1,
+                  sum(wr_net_loss)   AS profit_loss
+         FROM     {{source('src__tpc_ds', 'web_returns')}},
+                  {{source('src__tpc_ds', 'date_dim')}},
+                  {{source('src__tpc_ds', 'web_page')}}
+         WHERE    wr_returned_date_sk = d_date_sk
+         AND      Cast(d_date AS DATE) BETWEEN cast('2001-08-16' AS date) AND      (
+                           Cast('2001-09-15' AS DATE))
+         AND      wr_web_page_sk = wp_web_page_sk
+         GROUP BY wp_web_page_sk)
+SELECT {{ 'TOP 100' if target.name == 'synapse' }}
+         channel ,
+         id ,
+         sum(sales)   AS sales ,
+         sum(returns1) AS returns1 ,
+         sum(profit)  AS profit
+FROM     (
+                   SELECT    '{{source('src__tpc_ds', 'store')}} channel' AS channel ,
+                             ss.s_store_sk   AS id ,
+                             sales ,
+                             COALESCE(returns1, 0)               AS returns1 ,
+                             (profit - COALESCE(profit_loss,0)) AS profit
+                   FROM      ss
+                   LEFT JOIN sr
+                   ON        ss.s_store_sk = sr.s_store_sk
+                   UNION ALL
+                   SELECT 'catalog channel' AS channel ,
+                          cs_call_center_sk AS id ,
+                          sales ,
+                          returns1 ,
+                          (profit - profit_loss) AS profit
+                   FROM   cs ,
+                          cr
+                   UNION ALL
+                   SELECT    'web channel'     AS channel ,
+                             ws.wp_web_page_sk AS id ,
+                             sales ,
+                             COALESCE(returns1, 0)                  returns1 ,
+                             (profit - COALESCE(profit_loss,0)) AS profit
+                   FROM      ws
+                   LEFT JOIN wr
+                   ON        ws.wp_web_page_sk = wr.wp_web_page_sk ) x
+GROUP BY channel, id
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER BY channel ,
+         id
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
+
diff --git a/dbt/models/tpc_ds/query78.sql b/dbt/models/tpc_ds/query78.sql
new file mode 100644
index 0000000..e729a0d
--- /dev/null
+++ b/dbt/models/tpc_ds/query78.sql
@@ -0,0 +1,88 @@
+-- query78
+WITH ws
+     AS (SELECT d_year                 AS ws_sold_year,
+                ws_item_sk,
+                ws_bill_customer_sk    ws_customer_sk,
+                Sum(ws_quantity)       ws_qty,
+                Sum(ws_wholesale_cost) ws_wc,
+                Sum(ws_sales_price)    ws_sp
+         FROM   {{source('src__tpc_ds', 'web_sales')}}
+                LEFT JOIN {{source('src__tpc_ds', 'web_returns')}}
+                       ON wr_order_number = ws_order_number
+                          AND ws_item_sk = wr_item_sk
+                JOIN {{source('src__tpc_ds', 'date_dim')}}
+                  ON ws_sold_date_sk = d_date_sk
+         WHERE  wr_order_number IS NULL
+         GROUP  BY d_year,
+                   ws_item_sk,
+                   ws_bill_customer_sk),
+     cs
+     AS (SELECT d_year                 AS cs_sold_year,
+                cs_item_sk,
+                cs_bill_customer_sk    cs_customer_sk,
+                Sum(cs_quantity)       cs_qty,
+                Sum(cs_wholesale_cost) cs_wc,
+                Sum(cs_sales_price)    cs_sp
+         FROM   {{source('src__tpc_ds', 'catalog_sales')}}
+                LEFT JOIN {{source('src__tpc_ds', 'catalog_returns')}}
+                       ON cr_order_number = cs_order_number
+                          AND cs_item_sk = cr_item_sk
+                JOIN {{source('src__tpc_ds', 'date_dim')}}
+                  ON cs_sold_date_sk = d_date_sk
+         WHERE  cr_order_number IS NULL
+         GROUP  BY d_year,
+                   cs_item_sk,
+                   cs_bill_customer_sk),
+     ss
+     AS (SELECT d_year                 AS ss_sold_year,
+                ss_item_sk,
+                ss_customer_sk,
+                Sum(ss_quantity)       ss_qty,
+                Sum(ss_wholesale_cost) ss_wc,
+                Sum(ss_sales_price)    ss_sp
+         FROM   {{source('src__tpc_ds', 'store_sales')}}
+                LEFT JOIN {{source('src__tpc_ds', 'store_returns')}}
+                       ON sr_ticket_number = ss_ticket_number
+                          AND ss_item_sk = sr_item_sk
+                JOIN {{source('src__tpc_ds', 'date_dim')}}
+                  ON ss_sold_date_sk = d_date_sk
+         WHERE  sr_ticket_number IS NULL
+         GROUP  BY d_year,
+                   ss_item_sk,
+                   ss_customer_sk)
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} ss_item_sk,
+               Round(ss_qty / ( COALESCE(ws_qty + cs_qty, 1) ), 2) ratio,
+               ss_qty                                              store_qty,
+               ss_wc
+               store_wholesale_cost,
+               ss_sp
+               store_sales_price,
+               COALESCE(ws_qty, 0) + COALESCE(cs_qty, 0)
+               other_chan_qty,
+               COALESCE(ws_wc, 0) + COALESCE(cs_wc, 0)
+               other_chan_wholesale_cost,
+               COALESCE(ws_sp, 0) + COALESCE(cs_sp, 0)
+               other_chan_sales_price
+FROM   ss
+       LEFT JOIN ws
+              ON ( ws_sold_year = ss_sold_year
+                   AND ws_item_sk = ss_item_sk
+                   AND ws_customer_sk = ss_customer_sk )
+       LEFT JOIN cs
+              ON ( cs_sold_year = ss_sold_year
+                   AND cs_item_sk = cs_item_sk
+                   AND cs_customer_sk = ss_customer_sk )
+WHERE  COALESCE(ws_qty, 0) > 0
+       AND COALESCE(cs_qty, 0) > 0
+       AND ss_sold_year = 1999
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY ss_item_sk,
+          ss_qty DESC,
+          ss_wc DESC,
+          ss_sp DESC,
+          other_chan_qty,
+          other_chan_wholesale_cost,
+          other_chan_sales_price,
+ Round(ss_qty / ( COALESCE(ws_qty + cs_qty, 1) ), 2)
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query79.sql b/dbt/models/tpc_ds/query79.sql
new file mode 100644
index 0000000..1037ccc
--- /dev/null
+++ b/dbt/models/tpc_ds/query79.sql
@@ -0,0 +1,37 @@
+-- query79
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} c_last_name,
+               c_first_name,
+               {{ substr('s_city', 1, 30) }} as substr_s_city,
+               ss_ticket_number,
+               amt,
+               profit
+FROM   (SELECT ss_ticket_number,
+               ss_customer_sk,
+               store.s_city,
+               Sum(ss_coupon_amt) amt,
+               Sum(ss_net_profit) profit
+        FROM   {{source('src__tpc_ds', 'store_sales')}},
+               {{source('src__tpc_ds', 'date_dim')}},
+               {{source('src__tpc_ds', 'store')}},
+               {{source('src__tpc_ds', 'household_demographics')}}
+        WHERE  store_sales.ss_sold_date_sk = date_dim.d_date_sk
+               AND store_sales.ss_store_sk = store.s_store_sk
+               AND store_sales.ss_hdemo_sk = household_demographics.hd_demo_sk
+               AND ( household_demographics.hd_dep_count = 8
+                      OR household_demographics.hd_vehicle_count > 4 )
+               AND date_dim.d_dow = 1
+               AND date_dim.d_year IN ( 2000, 2000 + 1, 2000 + 2 )
+               AND store.s_number_employees BETWEEN 200 AND 295
+        GROUP  BY ss_ticket_number,
+                  ss_customer_sk,
+                  ss_addr_sk,
+                  store.s_city) ms,
+       {{source('src__tpc_ds', 'customer')}}
+WHERE  ss_customer_sk = c_customer_sk
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY c_last_name,
+          c_first_name,
+ {{ substr('s_city', 1, 30) }},
+          profit
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query80.sql b/dbt/models/tpc_ds/query80.sql
new file mode 100644
index 0000000..0b17a1e
--- /dev/null
+++ b/dbt/models/tpc_ds/query80.sql
@@ -0,0 +1,105 @@
+-- query80
+WITH ssr AS
+(
+                SELECT          s_store_id                                    AS store_id,
+                                Sum(ss_ext_sales_price)                       AS sales,
+                                Sum(COALESCE(sr_return_amt, 0))               AS returns1,
+                                Sum(ss_net_profit - COALESCE(sr_net_loss, 0)) AS profit
+                FROM            {{source('src__tpc_ds', 'store_sales')}}
+                LEFT OUTER JOIN {{source('src__tpc_ds', 'store_returns')}}
+                ON              (
+                                                ss_item_sk = sr_item_sk
+                                AND             ss_ticket_number = sr_ticket_number),
+                                {{source('src__tpc_ds', 'date_dim')}},
+                                {{source('src__tpc_ds', 'store')}},
+                                {{source('src__tpc_ds', 'item')}},
+                                {{source('src__tpc_ds', 'promotion')}}
+                WHERE           ss_sold_date_sk = d_date_sk
+                AND             Cast(d_date AS DATE) BETWEEN Cast('2000-08-26' AS DATE) AND             (
+                                                Cast('2001-09-25' AS DATE))
+                AND             ss_store_sk = s_store_sk
+                AND             ss_item_sk = i_item_sk
+                AND             i_current_price > 50
+                AND             ss_promo_sk = p_promo_sk
+                AND             p_channel_tv = 'N'
+                GROUP BY        s_store_id) , csr AS
+(
+                SELECT          cp_catalog_page_id                            AS catalog_page_id,
+                                sum(cs_ext_sales_price)                       AS sales,
+                                sum(COALESCE(cr_return_amount, 0))            AS returns1,
+                                sum(cs_net_profit - COALESCE(cr_net_loss, 0)) AS profit
+                FROM            {{source('src__tpc_ds', 'catalog_sales')}}
+                LEFT OUTER JOIN {{source('src__tpc_ds', 'catalog_returns')}}
+                ON              (
+                                                cs_item_sk = cr_item_sk
+                                AND             cs_order_number = cr_order_number),
+                                {{source('src__tpc_ds', 'date_dim')}},
+                                {{source('src__tpc_ds', 'catalog_page')}},
+                                {{source('src__tpc_ds', 'item')}},
+                                {{source('src__tpc_ds', 'promotion')}}
+                WHERE           cs_sold_date_sk = d_date_sk
+                AND             Cast(d_date AS DATE) BETWEEN cast('2000-08-26' AS date) AND             (
+                                                Cast('2001-09-25' AS DATE))
+                AND             cs_catalog_page_sk = cp_catalog_page_sk
+                AND             cs_item_sk = i_item_sk
+                AND             i_current_price > 50
+                AND             cs_promo_sk = p_promo_sk
+                AND             p_channel_tv = 'N'
+                GROUP BY        cp_catalog_page_id) , wsr AS
+(
+                SELECT          web_site_id,
+                                sum(ws_ext_sales_price)                       AS sales,
+                                sum(COALESCE(wr_return_amt, 0))               AS returns1,
+                                sum(ws_net_profit - COALESCE(wr_net_loss, 0)) AS profit
+                FROM            {{source('src__tpc_ds', 'web_sales')}}
+                LEFT OUTER JOIN {{source('src__tpc_ds', 'web_returns')}}
+                ON              (
+                                                ws_item_sk = wr_item_sk
+                                AND             ws_order_number = wr_order_number),
+                                {{source('src__tpc_ds', 'date_dim')}},
+                                {{source('src__tpc_ds', 'web_site')}},
+                                {{source('src__tpc_ds', 'item')}},
+                                {{source('src__tpc_ds', 'promotion')}}
+                WHERE           ws_sold_date_sk = d_date_sk
+                AND             Cast(d_date AS DATE) BETWEEN cast('2000-08-26' AS date) AND             (
+                                                Cast('2001-09-25' AS DATE))
+                AND             ws_web_site_sk = web_site_sk
+                AND             ws_item_sk = i_item_sk
+                AND             i_current_price > 50
+                AND             ws_promo_sk = p_promo_sk
+                AND             p_channel_tv = 'N'
+                GROUP BY        web_site_id)
+SELECT {{ 'TOP 100' if target.name == 'synapse' }}
+         channel ,
+         id ,
+         sum(sales)   AS sales ,
+         sum(returns1) AS returns1 ,
+         sum(profit)  AS profit
+FROM     (
+                SELECT '{{source('src__tpc_ds', 'store')}} channel' AS channel ,
+                       Concat('store', store_id) AS id ,
+                       sales ,
+                       returns1 ,
+                       profit
+                FROM   ssr
+                UNION ALL
+                SELECT 'catalog channel' AS channel ,
+                       Concat('catalog_page', catalog_page_id) AS id ,
+                       sales ,
+                       returns1 ,
+                       profit
+                FROM   csr
+                UNION ALL
+                SELECT 'web channel' AS channel ,
+                       Concat('web_site', web_site_id) AS id ,
+                       sales ,
+                       returns1 ,
+                       profit
+                FROM   wsr ) x
+GROUP BY channel, id
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER BY channel ,
+         id
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
+
diff --git a/dbt/models/tpc_ds/query81.sql b/dbt/models/tpc_ds/query81.sql
new file mode 100644
index 0000000..01a8431
--- /dev/null
+++ b/dbt/models/tpc_ds/query81.sql
@@ -0,0 +1,63 @@
+
+-- query81
+WITH customer_total_return
+     AS (SELECT cr_returning_customer_sk   AS ctr_customer_sk,
+                ca_state                   AS ctr_state,
+                Sum(cr_return_amt_inc_tax) AS ctr_total_return
+         FROM   {{source('src__tpc_ds', 'catalog_returns')}},
+                {{source('src__tpc_ds', 'date_dim')}},
+                {{source('src__tpc_ds', 'customer_address')}}
+         WHERE  cr_returned_date_sk = d_date_sk
+                AND d_year = 1999
+                AND cr_returning_addr_sk = ca_address_sk
+         GROUP  BY cr_returning_customer_sk,
+                   ca_state),
+high_return AS (
+    SELECT ctr_state AS hr_state, Avg(ctr_total_return) * 1.2 AS hr_limit
+    FROM   customer_total_return
+    GROUP BY ctr_state
+)
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} c_customer_id,
+               c_salutation,
+               c_first_name,
+               c_last_name,
+               ca_street_number,
+               ca_street_name,
+               ca_street_type,
+               ca_suite_number,
+               ca_city,
+               ca_county,
+               ca_state,
+               ca_zip,
+               ca_country,
+               ca_gmt_offset,
+               ca_location_type,
+               ctr_total_return
+FROM   customer_total_return,
+       high_return,
+       {{source('src__tpc_ds', 'customer_address')}},
+       {{source('src__tpc_ds', 'customer')}}
+WHERE  ctr_state = hr_state
+       AND ctr_customer_sk = c_customer_sk
+       AND ca_address_sk = c_current_addr_sk
+       AND ca_state = 'TX'
+       AND ctr_total_return > hr_limit
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY c_customer_id,
+          c_salutation,
+          c_first_name,
+          c_last_name,
+          ca_street_number,
+          ca_street_name,
+          ca_street_type,
+          ca_suite_number,
+          ca_city,
+          ca_county,
+          ca_state,
+          ca_zip,
+          ca_country,
+          ca_gmt_offset,
+          ca_location_type,
+          ctr_total_return
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query82.sql b/dbt/models/tpc_ds/query82.sql
new file mode 100644
index 0000000..947a72a
--- /dev/null
+++ b/dbt/models/tpc_ds/query82.sql
@@ -0,0 +1,26 @@
+
+-- query82
+SELECT {{ 'TOP 100' if target.name == 'synapse' }}
+         i_item_id ,
+         i_item_desc ,
+         i_current_price
+FROM     {{source('src__tpc_ds', 'item')}},
+         {{source('src__tpc_ds', 'inventory')}},
+         {{source('src__tpc_ds', 'date_dim')}},
+         {{source('src__tpc_ds', 'store_sales')}}
+WHERE    i_current_price BETWEEN 63 AND      63+30
+AND      inv_item_sk = i_item_sk
+AND      d_date_sk=inv_date_sk
+AND      Cast(d_date AS DATE) BETWEEN Cast('1998-04-27' AS DATE) AND      (
+                  Cast('1998-06-27' AS DATE))
+AND      i_manufact_id IN (57,293,427,320)
+AND      inv_quantity_on_hand BETWEEN 100 AND      500
+AND      ss_item_sk = i_item_sk
+GROUP BY i_item_id,
+         i_item_desc,
+         i_current_price
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER BY i_item_id
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
+
diff --git a/dbt/models/tpc_ds/query83.sql b/dbt/models/tpc_ds/query83.sql
new file mode 100644
index 0000000..bbf6785
--- /dev/null
+++ b/dbt/models/tpc_ds/query83.sql
@@ -0,0 +1,77 @@
+-- query83
+WITH sr_items
+     AS (SELECT i_item_id               item_id,
+                Sum(sr_return_quantity) sr_item_qty
+         FROM   {{source('src__tpc_ds', 'store_returns')}},
+                {{source('src__tpc_ds', 'item')}},
+                {{source('src__tpc_ds', 'date_dim')}}
+         WHERE  sr_item_sk = i_item_sk
+                AND d_date IN (SELECT d_date
+                               FROM   {{source('src__tpc_ds', 'date_dim')}}
+                               WHERE  d_week_seq IN (SELECT d_week_seq
+                                                     FROM   {{source('src__tpc_ds', 'date_dim')}}
+                                                     WHERE
+                                      d_date IN ( '1999-06-30',
+                                                  '1999-08-28',
+                                                  '1999-11-18'
+                                                )))
+                AND sr_returned_date_sk = d_date_sk
+         GROUP  BY i_item_id),
+     cr_items
+     AS (SELECT i_item_id               item_id,
+                Sum(cr_return_quantity) cr_item_qty
+         FROM   {{source('src__tpc_ds', 'catalog_returns')}},
+                {{source('src__tpc_ds', 'item')}},
+                {{source('src__tpc_ds', 'date_dim')}}
+         WHERE  cr_item_sk = i_item_sk
+                AND d_date IN (SELECT d_date
+                               FROM   {{source('src__tpc_ds', 'date_dim')}}
+                               WHERE  d_week_seq IN (SELECT d_week_seq
+                                                     FROM   {{source('src__tpc_ds', 'date_dim')}}
+                                                     WHERE
+                                      d_date IN ( '1999-06-30',
+                                                  '1999-08-28',
+                                                  '1999-11-18'
+                                                )))
+                AND cr_returned_date_sk = d_date_sk
+         GROUP  BY i_item_id),
+     wr_items
+     AS (SELECT i_item_id               item_id,
+                Sum(wr_return_quantity) wr_item_qty
+         FROM   {{source('src__tpc_ds', 'web_returns')}},
+                {{source('src__tpc_ds', 'item')}},
+                {{source('src__tpc_ds', 'date_dim')}}
+         WHERE  wr_item_sk = i_item_sk
+                AND d_date IN (SELECT d_date
+                               FROM   {{source('src__tpc_ds', 'date_dim')}}
+                               WHERE  d_week_seq IN (SELECT d_week_seq
+                                                     FROM   {{source('src__tpc_ds', 'date_dim')}}
+                                                     WHERE
+                                      d_date IN ( '1999-06-30',
+                                                  '1999-08-28',
+                                                  '1999-11-18'
+                                                )))
+                AND wr_returned_date_sk = d_date_sk
+         GROUP  BY i_item_id)
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} sr_items.item_id,
+               sr_item_qty,
+               sr_item_qty / ( sr_item_qty + cr_item_qty + wr_item_qty ) / 3.0 *
+               100 sr_dev,
+               cr_item_qty,
+               cr_item_qty / ( sr_item_qty + cr_item_qty + wr_item_qty ) / 3.0 *
+               100 cr_dev,
+               wr_item_qty,
+               wr_item_qty / ( sr_item_qty + cr_item_qty + wr_item_qty ) / 3.0 *
+               100 wr_dev,
+               ( sr_item_qty + cr_item_qty + wr_item_qty ) / 3.0
+               average
+FROM   sr_items,
+       cr_items,
+       wr_items
+WHERE  sr_items.item_id = cr_items.item_id
+       AND sr_items.item_id = wr_items.item_id
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY sr_items.item_id,
+          sr_item_qty
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query84.sql b/dbt/models/tpc_ds/query84.sql
new file mode 100644
index 0000000..725d880
--- /dev/null
+++ b/dbt/models/tpc_ds/query84.sql
@@ -0,0 +1,21 @@
+-- query84
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} c_customer_id   AS customer_id,
+       Concat(c_last_name, Concat(', ', c_first_name))  AS customername
+FROM   {{source('src__tpc_ds', 'customer')}},
+       {{source('src__tpc_ds', 'customer_address')}},
+       {{source('src__tpc_ds', 'customer_demographics')}},
+       {{source('src__tpc_ds', 'household_demographics')}},
+       {{source('src__tpc_ds', 'income_band')}},
+       {{source('src__tpc_ds', 'store_returns')}}
+WHERE  ca_city = 'Green Acres'
+       AND c_current_addr_sk = ca_address_sk
+       AND ib_lower_bound >= 54986
+       AND ib_upper_bound <= 54986 + 50000
+       AND ib_income_band_sk = hd_income_band_sk
+       AND cd_demo_sk = c_current_cdemo_sk
+       AND hd_demo_sk = c_current_hdemo_sk
+       AND sr_cdemo_sk = cd_demo_sk
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY c_customer_id
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query85.sql b/dbt/models/tpc_ds/query85.sql
new file mode 100644
index 0000000..9c6989a
--- /dev/null
+++ b/dbt/models/tpc_ds/query85.sql
@@ -0,0 +1,54 @@
+-- query85
+SELECT {{ substr('r_reason_desc', 1, 20) }} as substr_r_reason_desc,
+               Avg(ws_quantity) as avg_ws_quantity,
+               Avg(wr_refunded_cash) as avg_wr_refunded_cash,
+               Avg(wr_fee) as avg_wr_fee
+FROM   {{source('src__tpc_ds', 'web_sales')}},
+       {{source('src__tpc_ds', 'web_returns')}},
+       {{source('src__tpc_ds', 'web_page')}},
+       {{source('src__tpc_ds', 'customer_demographics')}} cd1,
+       {{source('src__tpc_ds', 'customer_demographics')}} cd2,
+       {{source('src__tpc_ds', 'customer_address')}},
+       {{source('src__tpc_ds', 'date_dim')}},
+       {{source('src__tpc_ds', 'reason')}}
+WHERE  ws_web_page_sk = wp_web_page_sk
+       AND ws_item_sk = wr_item_sk
+       AND ws_order_number = wr_order_number
+       AND ws_sold_date_sk = d_date_sk
+       AND d_year = 2001
+       AND cd1.cd_demo_sk = wr_refunded_cdemo_sk
+       AND cd2.cd_demo_sk = wr_returning_cdemo_sk
+       AND ca_address_sk = wr_refunded_addr_sk
+       AND r_reason_sk = wr_reason_sk
+       AND ( ( cd1.cd_marital_status = 'W'
+               AND cd1.cd_marital_status = cd2.cd_marital_status
+               AND cd1.cd_education_status = 'Primary'
+               AND cd1.cd_education_status = cd2.cd_education_status
+               AND ws_sales_price BETWEEN 100.00 AND 150.00 )
+              OR ( cd1.cd_marital_status = 'D'
+                   AND cd1.cd_marital_status = cd2.cd_marital_status
+                   AND cd1.cd_education_status = 'Secondary'
+                   AND cd1.cd_education_status = cd2.cd_education_status
+                   AND ws_sales_price BETWEEN 50.00 AND 100.00 )
+              OR ( cd1.cd_marital_status = 'M'
+                   AND cd1.cd_marital_status = cd2.cd_marital_status
+                   AND cd1.cd_education_status = 'Advanced Degree'
+                   AND cd1.cd_education_status = cd2.cd_education_status
+                   AND ws_sales_price BETWEEN 150.00 AND 200.00 ) )
+       AND ( ( ca_country = 'United States'
+               AND ca_state IN ( 'KY', 'ME', 'IL' )
+               AND ws_net_profit BETWEEN 100 AND 200 )
+              OR ( ca_country = 'United States'
+                   AND ca_state IN ( 'OK', 'NE', 'MN' )
+                   AND ws_net_profit BETWEEN 150 AND 300 )
+              OR ( ca_country = 'United States'
+                   AND ca_state IN ( 'FL', 'WI', 'KS' )
+                   AND ws_net_profit BETWEEN 50 AND 250 ) )
+GROUP  BY r_reason_desc
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY {{ substr('r_reason_desc', 1, 20) }},
+          Avg(ws_quantity),
+          Avg(wr_refunded_cash),
+          Avg(wr_fee)
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query86.sql b/dbt/models/tpc_ds/query86.sql
new file mode 100644
index 0000000..356232f
--- /dev/null
+++ b/dbt/models/tpc_ds/query86.sql
@@ -0,0 +1,20 @@
+-- query86
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} Sum(ws_net_paid)                         AS total_sum,
+               i_category,
+               i_class,
+               Rank()
+                 OVER (
+                   PARTITION BY i_category, i_class
+                   ORDER BY Sum(ws_net_paid) DESC)      AS rank_within_parent
+FROM   {{source('src__tpc_ds', 'web_sales')}},
+       {{source('src__tpc_ds', 'date_dim')}} d1,
+       {{source('src__tpc_ds', 'item')}}
+WHERE  d1.d_month_seq BETWEEN 1183 AND 1183 + 11
+       AND d1.d_date_sk = ws_sold_date_sk
+       AND i_item_sk = ws_item_sk
+GROUP  BY i_category, i_class
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY i_category,
+          rank_within_parent
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query87.sql b/dbt/models/tpc_ds/query87.sql
new file mode 100644
index 0000000..3054f4c
--- /dev/null
+++ b/dbt/models/tpc_ds/query87.sql
@@ -0,0 +1,33 @@
+-- query87
+with store_customers as (
+  select distinct c_last_name as sc_last, c_first_name as sc_first, d_date as sc_date
+  from {{source('src__tpc_ds', 'store_sales')}}, {{source('src__tpc_ds', 'date_dim')}}, {{source('src__tpc_ds', 'customer')}}
+  where store_sales.ss_sold_date_sk = date_dim.d_date_sk
+    and store_sales.ss_customer_sk = customer.c_customer_sk
+    and d_month_seq between 1188 and 1188+11
+),
+catalog_customers as (
+  select distinct c_last_name as cc_last, c_first_name as cc_first, d_date as cc_date
+  from {{source('src__tpc_ds', 'catalog_sales')}}, {{source('src__tpc_ds', 'date_dim')}}, {{source('src__tpc_ds', 'customer')}}
+  where catalog_sales.cs_sold_date_sk = date_dim.d_date_sk
+    and catalog_sales.cs_bill_customer_sk = customer.c_customer_sk
+    and d_month_seq between 1188 and 1188+11
+),
+web_customers as (
+  select distinct c_last_name as wc_last, c_first_name as wc_first, d_date as wc_date
+  from {{source('src__tpc_ds', 'web_sales')}}, {{source('src__tpc_ds', 'date_dim')}}, {{source('src__tpc_ds', 'customer')}}
+  where web_sales.ws_sold_date_sk = date_dim.d_date_sk
+    and web_sales.ws_bill_customer_sk = customer.c_customer_sk
+    and d_month_seq between 1188 and 1188+11
+)
+select count(1) as cnt
+from store_customers
+where not exists (
+  select 1 from catalog_customers
+  where sc_last = cc_last and sc_first = cc_first and sc_date = cc_date
+)
+and not exists (
+  select 1 from web_customers
+  where sc_last = wc_last and sc_first = wc_first and sc_date = wc_date
+)
+
diff --git a/dbt/models/tpc_ds/query88.sql b/dbt/models/tpc_ds/query88.sql
new file mode 100644
index 0000000..2e17a86
--- /dev/null
+++ b/dbt/models/tpc_ds/query88.sql
@@ -0,0 +1,125 @@
+-- query88
+select  *
+from
+ (select count(*) h8_30_to_9
+ from
+    {{source('src__tpc_ds', 'store_sales')}},
+    {{source('src__tpc_ds', 'household_demographics')}} ,
+    {{source('src__tpc_ds', 'time_dim')}},
+    {{source('src__tpc_ds', 'store')}}
+ where ss_sold_time_sk = time_dim.t_time_sk
+     and ss_hdemo_sk = household_demographics.hd_demo_sk
+     and ss_store_sk = s_store_sk
+     and time_dim.t_hour = 8
+     and time_dim.t_minute >= 30
+     and ((household_demographics.hd_dep_count = -1 and household_demographics.hd_vehicle_count<=-1+2) or
+          (household_demographics.hd_dep_count = 2 and household_demographics.hd_vehicle_count<=2+2) or
+          (household_demographics.hd_dep_count = 3 and household_demographics.hd_vehicle_count<=3+2))
+     and store.s_store_name = 'ese') s1,
+ (select count(*) h9_to_9_30
+ from
+    {{source('src__tpc_ds', 'store_sales')}},
+    {{source('src__tpc_ds', 'household_demographics')}} ,
+    {{source('src__tpc_ds', 'time_dim')}},
+    {{source('src__tpc_ds', 'store')}}
+ where ss_sold_time_sk = time_dim.t_time_sk
+     and ss_hdemo_sk = household_demographics.hd_demo_sk
+     and ss_store_sk = s_store_sk
+     and time_dim.t_hour = 9
+     and time_dim.t_minute < 30
+     and ((household_demographics.hd_dep_count = -1 and household_demographics.hd_vehicle_count<=-1+2) or
+          (household_demographics.hd_dep_count = 2 and household_demographics.hd_vehicle_count<=2+2) or
+          (household_demographics.hd_dep_count = 3 and household_demographics.hd_vehicle_count<=3+2))
+     and store.s_store_name = 'ese') s2,
+ (select count(*) h9_30_to_10
+ from
+    {{source('src__tpc_ds', 'store_sales')}},
+    {{source('src__tpc_ds', 'household_demographics')}} ,
+    {{source('src__tpc_ds', 'time_dim')}},
+    {{source('src__tpc_ds', 'store')}}
+ where ss_sold_time_sk = time_dim.t_time_sk
+     and ss_hdemo_sk = household_demographics.hd_demo_sk
+     and ss_store_sk = s_store_sk
+     and time_dim.t_hour = 9
+     and time_dim.t_minute >= 30
+     and ((household_demographics.hd_dep_count = -1 and household_demographics.hd_vehicle_count<=-1+2) or
+          (household_demographics.hd_dep_count = 2 and household_demographics.hd_vehicle_count<=2+2) or
+          (household_demographics.hd_dep_count = 3 and household_demographics.hd_vehicle_count<=3+2))
+     and store.s_store_name = 'ese') s3,
+ (select count(*) h10_to_10_30
+ from
+    {{source('src__tpc_ds', 'store_sales')}},
+    {{source('src__tpc_ds', 'household_demographics')}} ,
+    {{source('src__tpc_ds', 'time_dim')}},
+    {{source('src__tpc_ds', 'store')}}
+ where ss_sold_time_sk = time_dim.t_time_sk
+     and ss_hdemo_sk = household_demographics.hd_demo_sk
+     and ss_store_sk = s_store_sk
+     and time_dim.t_hour = 10
+     and time_dim.t_minute < 30
+     and ((household_demographics.hd_dep_count = -1 and household_demographics.hd_vehicle_count<=-1+2) or
+          (household_demographics.hd_dep_count = 2 and household_demographics.hd_vehicle_count<=2+2) or
+          (household_demographics.hd_dep_count = 3 and household_demographics.hd_vehicle_count<=3+2))
+     and store.s_store_name = 'ese') s4,
+ (select count(*) h10_30_to_11
+ from
+    {{source('src__tpc_ds', 'store_sales')}},
+    {{source('src__tpc_ds', 'household_demographics')}} ,
+    {{source('src__tpc_ds', 'time_dim')}},
+    {{source('src__tpc_ds', 'store')}}
+ where ss_sold_time_sk = time_dim.t_time_sk
+     and ss_hdemo_sk = household_demographics.hd_demo_sk
+     and ss_store_sk = s_store_sk
+     and time_dim.t_hour = 10
+     and time_dim.t_minute >= 30
+     and ((household_demographics.hd_dep_count = -1 and household_demographics.hd_vehicle_count<=-1+2) or
+          (household_demographics.hd_dep_count = 2 and household_demographics.hd_vehicle_count<=2+2) or
+          (household_demographics.hd_dep_count = 3 and household_demographics.hd_vehicle_count<=3+2))
+     and store.s_store_name = 'ese') s5,
+ (select count(*) h11_to_11_30
+ from
+    {{source('src__tpc_ds', 'store_sales')}},
+    {{source('src__tpc_ds', 'household_demographics')}} ,
+    {{source('src__tpc_ds', 'time_dim')}},
+    {{source('src__tpc_ds', 'store')}}
+ where ss_sold_time_sk = time_dim.t_time_sk
+     and ss_hdemo_sk = household_demographics.hd_demo_sk
+     and ss_store_sk = s_store_sk
+     and time_dim.t_hour = 11
+     and time_dim.t_minute < 30
+     and ((household_demographics.hd_dep_count = -1 and household_demographics.hd_vehicle_count<=-1+2) or
+          (household_demographics.hd_dep_count = 2 and household_demographics.hd_vehicle_count<=2+2) or
+          (household_demographics.hd_dep_count = 3 and household_demographics.hd_vehicle_count<=3+2))
+     and store.s_store_name = 'ese') s6,
+ (select count(*) h11_30_to_12
+ from
+    {{source('src__tpc_ds', 'store_sales')}},
+    {{source('src__tpc_ds', 'household_demographics')}} ,
+    {{source('src__tpc_ds', 'time_dim')}},
+    {{source('src__tpc_ds', 'store')}}
+ where ss_sold_time_sk = time_dim.t_time_sk
+     and ss_hdemo_sk = household_demographics.hd_demo_sk
+     and ss_store_sk = s_store_sk
+     and time_dim.t_hour = 11
+     and time_dim.t_minute >= 30
+     and ((household_demographics.hd_dep_count = -1 and household_demographics.hd_vehicle_count<=-1+2) or
+          (household_demographics.hd_dep_count = 2 and household_demographics.hd_vehicle_count<=2+2) or
+          (household_demographics.hd_dep_count = 3 and household_demographics.hd_vehicle_count<=3+2))
+     and store.s_store_name = 'ese') s7,
+ (select count(*) h12_to_12_30
+ from
+    {{source('src__tpc_ds', 'store_sales')}},
+    {{source('src__tpc_ds', 'household_demographics')}} ,
+    {{source('src__tpc_ds', 'time_dim')}},
+    {{source('src__tpc_ds', 'store')}}
+ where ss_sold_time_sk = time_dim.t_time_sk
+     and ss_hdemo_sk = household_demographics.hd_demo_sk
+     and ss_store_sk = s_store_sk
+     and time_dim.t_hour = 12
+     and time_dim.t_minute < 30
+     and ((household_demographics.hd_dep_count = -1 and household_demographics.hd_vehicle_count<=-1+2) or
+          (household_demographics.hd_dep_count = 2 and household_demographics.hd_vehicle_count<=2+2) or
+          (household_demographics.hd_dep_count = 3 and household_demographics.hd_vehicle_count<=3+2))
+     and store.s_store_name = 'ese') s8
+
+
diff --git a/dbt/models/tpc_ds/query89.sql b/dbt/models/tpc_ds/query89.sql
new file mode 100644
index 0000000..71fc753
--- /dev/null
+++ b/dbt/models/tpc_ds/query89.sql
@@ -0,0 +1,42 @@
+-- query89
+SELECT {{ 'TOP 100' if target.name == 'synapse' }}  *
+FROM  (SELECT i_category,
+              i_class,
+              i_brand,
+              s_store_name,
+              s_company_name,
+              d_moy,
+              Sum(ss_sales_price) sum_sales,
+              Avg(Sum(ss_sales_price))
+                OVER (
+                  partition BY i_category, i_brand, s_store_name, s_company_name
+                )
+                                  avg_monthly_sales
+       FROM   {{source('src__tpc_ds', 'item')}},
+              {{source('src__tpc_ds', 'store_sales')}},
+              {{source('src__tpc_ds', 'date_dim')}},
+              {{source('src__tpc_ds', 'store')}}
+       WHERE  ss_item_sk = i_item_sk
+              AND ss_sold_date_sk = d_date_sk
+              AND ss_store_sk = s_store_sk
+              AND d_year IN ( 2002 )
+              AND ( ( i_category IN ( 'Home', 'Men', 'Sports' )
+                      AND i_class IN ( 'paint', 'accessories', 'fitness' ) )
+                     OR ( i_category IN ( 'Shoes', 'Jewelry', 'Women' )
+                          AND i_class IN ( 'mens', 'pendants', 'swimwear' ) ) )
+       GROUP  BY i_category,
+                 i_class,
+                 i_brand,
+                 s_store_name,
+                 s_company_name,
+                 d_moy) tmp1
+WHERE  CASE
+         WHEN ( avg_monthly_sales <> 0 ) THEN (
+         Abs(sum_sales - avg_monthly_sales) / avg_monthly_sales )
+         ELSE NULL
+       END > 0.1
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY sum_sales - avg_monthly_sales,
+          s_store_name
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query90.sql b/dbt/models/tpc_ds/query90.sql
new file mode 100644
index 0000000..39bcc6c
--- /dev/null
+++ b/dbt/models/tpc_ds/query90.sql
@@ -0,0 +1,29 @@
+
+-- query90
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} amc / pmc AS am_pm_ratio
+FROM   (SELECT Count(*) amc
+        FROM   {{source('src__tpc_ds', 'web_sales')}},
+               {{source('src__tpc_ds', 'household_demographics')}},
+               {{source('src__tpc_ds', 'time_dim')}},
+               {{source('src__tpc_ds', 'web_page')}}
+        WHERE  ws_sold_time_sk = time_dim.t_time_sk
+               AND ws_ship_hdemo_sk = household_demographics.hd_demo_sk
+               AND ws_web_page_sk = web_page.wp_web_page_sk
+               AND time_dim.t_hour BETWEEN 12 AND 12 + 1
+               AND household_demographics.hd_dep_count = 8
+               AND web_page.wp_char_count BETWEEN 5000 AND 5200) at1,
+       (SELECT Count(*) pmc
+        FROM   {{source('src__tpc_ds', 'web_sales')}},
+               {{source('src__tpc_ds', 'household_demographics')}},
+               {{source('src__tpc_ds', 'time_dim')}},
+               {{source('src__tpc_ds', 'web_page')}}
+        WHERE  ws_sold_time_sk = time_dim.t_time_sk
+               AND ws_ship_hdemo_sk = household_demographics.hd_demo_sk
+               AND ws_web_page_sk = web_page.wp_web_page_sk
+               AND time_dim.t_hour BETWEEN 20 AND 20 + 1
+               AND household_demographics.hd_dep_count = 8
+               AND web_page.wp_char_count BETWEEN 5000 AND 5200) pt
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY am_pm_ratio
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query91.sql b/dbt/models/tpc_ds/query91.sql
new file mode 100644
index 0000000..a3b3424
--- /dev/null
+++ b/dbt/models/tpc_ds/query91.sql
@@ -0,0 +1,34 @@
+-- query91
+SELECT cc_call_center_id Call_Center,
+       cc_name           Call_Center_Name,
+       cc_manager        Manager,
+       Sum(cr_net_loss)  Returns_Loss
+FROM   {{source('src__tpc_ds', 'call_center')}},
+       {{source('src__tpc_ds', 'catalog_returns')}},
+       {{source('src__tpc_ds', 'date_dim')}},
+       {{source('src__tpc_ds', 'customer')}},
+       {{source('src__tpc_ds', 'customer_address')}},
+       {{source('src__tpc_ds', 'customer_demographics')}},
+       {{source('src__tpc_ds', 'household_demographics')}}
+WHERE  cr_call_center_sk = cc_call_center_sk
+       AND cr_returned_date_sk = d_date_sk
+       AND cr_returning_customer_sk = c_customer_sk
+       AND cd_demo_sk = c_current_cdemo_sk
+       AND hd_demo_sk = c_current_hdemo_sk
+       AND ca_address_sk = c_current_addr_sk
+       AND d_year = 1999
+       AND d_moy = 12
+       AND ( ( cd_marital_status = 'M'
+               AND cd_education_status = 'Unknown' )
+              OR ( cd_marital_status = 'W'
+                   AND cd_education_status = 'Advanced Degree' ) )
+       AND hd_buy_potential LIKE 'Unknown%'
+       AND ca_gmt_offset = -7
+GROUP  BY cc_call_center_id,
+          cc_name,
+          cc_manager,
+          cd_marital_status,
+          cd_education_status
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY Sum(cr_net_loss) DESC
+{% endif %}
diff --git a/dbt/models/tpc_ds/query92.sql b/dbt/models/tpc_ds/query92.sql
new file mode 100644
index 0000000..a648585
--- /dev/null
+++ b/dbt/models/tpc_ds/query92.sql
@@ -0,0 +1,23 @@
+-- query92
+SELECT {{ 'TOP 100' if target.name == 'synapse' }}
+         Sum(ws_ext_discount_amt) AS excess_discount_amount
+FROM     {{source('src__tpc_ds', 'web_sales')}} ,
+         {{source('src__tpc_ds', 'item')}} ,
+         {{source('src__tpc_ds', 'date_dim')}}
+WHERE    i_manufact_id = 718
+AND      i_item_sk = ws_item_sk
+AND      Cast(d_date AS DATE) BETWEEN Cast('2002-03-29' AS DATE) AND      (
+                  Cast('2002-06-28' AS DATE))
+AND      d_date_sk = ws_sold_date_sk
+AND      ws_ext_discount_amt >
+         (
+                SELECT 1.3 * avg(ws_ext_discount_amt)
+                FROM   {{source('src__tpc_ds', 'web_sales')}} ,
+                       {{source('src__tpc_ds', 'date_dim')}}
+                WHERE  ws_item_sk = i_item_sk
+                AND    Cast(d_date AS DATE) BETWEEN Cast('2002-03-29' AS DATE) AND    (
+                              cast('2002-06-28' AS date))
+                AND    d_date_sk = ws_sold_date_sk )
+ORDER BY sum(ws_ext_discount_amt)
+{{ 'LIMIT 100' if target.type != 'synapse' }}
+
diff --git a/dbt/models/tpc_ds/query93.sql b/dbt/models/tpc_ds/query93.sql
new file mode 100644
index 0000000..d24927d
--- /dev/null
+++ b/dbt/models/tpc_ds/query93.sql
@@ -0,0 +1,24 @@
+-- query93
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} ss_customer_sk,
+               Sum(act_sales) sumsales
+FROM   (SELECT ss_item_sk,
+               ss_ticket_number,
+               ss_customer_sk,
+               CASE
+                 WHEN sr_return_quantity IS NOT NULL THEN
+                 ( ss_quantity - sr_return_quantity ) * ss_sales_price
+                 ELSE ( ss_quantity * ss_sales_price )
+               END act_sales
+        FROM   {{source('src__tpc_ds', 'store_sales')}}
+               LEFT OUTER JOIN {{source('src__tpc_ds', 'store_returns')}}
+                            ON ( sr_item_sk = ss_item_sk
+                                 AND sr_ticket_number = ss_ticket_number ),
+               {{source('src__tpc_ds', 'reason')}}
+        WHERE  sr_reason_sk = r_reason_sk
+               AND r_reason_desc = 'reason 38') t
+GROUP  BY ss_customer_sk
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY sumsales,
+          ss_customer_sk
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query94.sql b/dbt/models/tpc_ds/query94.sql
new file mode 100644
index 0000000..cba3533
--- /dev/null
+++ b/dbt/models/tpc_ds/query94.sql
@@ -0,0 +1,30 @@
+-- query94
+SELECT {{ 'TOP 100' if target.name == 'synapse' }}
+         Count(DISTINCT ws_order_number) AS order_count,
+         Sum(ws_ext_ship_cost)           AS total_shipping_cost ,
+         Sum(ws_net_profit)              AS total_net_profit
+FROM     {{source('src__tpc_ds', 'web_sales')}} ws1 ,
+         {{source('src__tpc_ds', 'date_dim')}} ,
+         {{source('src__tpc_ds', 'customer_address')}} ,
+         {{source('src__tpc_ds', 'web_site')}}
+WHERE    Cast(d_date AS DATE) BETWEEN Cast('2000-3-01' AS DATE) AND      (
+                  Cast('2000-5-01' AS DATE))
+AND      ws1.ws_ship_date_sk = d_date_sk
+AND      ws1.ws_ship_addr_sk = ca_address_sk
+AND      ca_state = 'MT'
+AND      ws1.ws_web_site_sk = web_site_sk
+AND      web_company_name = 'pri'
+AND      EXISTS
+         (
+                SELECT *
+                FROM   {{source('src__tpc_ds', 'web_sales')}} ws2
+                WHERE  ws1.ws_order_number = ws2.ws_order_number
+                AND    ws1.ws_warehouse_sk <> ws2.ws_warehouse_sk)
+AND      NOT EXISTS
+         (
+                SELECT *
+                FROM   {{source('src__tpc_ds', 'web_returns')}} wr1
+                WHERE  ws1.ws_order_number = wr1.wr_order_number)
+ORDER BY count(DISTINCT ws_order_number)
+{{ 'LIMIT 100' if target.type != 'synapse' }}
+
diff --git a/dbt/models/tpc_ds/query95.sql b/dbt/models/tpc_ds/query95.sql
new file mode 100644
index 0000000..6fab951
--- /dev/null
+++ b/dbt/models/tpc_ds/query95.sql
@@ -0,0 +1,38 @@
+-- query95
+WITH ws_wh AS
+(
+       SELECT ws1.ws_order_number,
+              ws1.ws_warehouse_sk wh1,
+              ws2.ws_warehouse_sk wh2
+       FROM   {{source('src__tpc_ds', 'web_sales')}} ws1,
+              {{source('src__tpc_ds', 'web_sales')}} ws2
+       WHERE  ws1.ws_order_number = ws2.ws_order_number
+       AND    ws1.ws_warehouse_sk <> ws2.ws_warehouse_sk)
+SELECT {{ 'TOP 100' if target.name == 'synapse' }}
+         Count(DISTINCT ws_order_number) AS order_count,
+         Sum(ws_ext_ship_cost)           AS total_shipping_cost,
+         Sum(ws_net_profit)              AS total_net_profit
+FROM     {{source('src__tpc_ds', 'web_sales')}} ws1 ,
+         {{source('src__tpc_ds', 'date_dim')}} ,
+         {{source('src__tpc_ds', 'customer_address')}} ,
+         {{source('src__tpc_ds', 'web_site')}}
+WHERE    Cast(d_date AS DATE) BETWEEN Cast('2000-4-01' AS DATE) AND      (
+                  Cast('2000-6-01' AS DATE))
+AND      ws1.ws_ship_date_sk = d_date_sk
+AND      ws1.ws_ship_addr_sk = ca_address_sk
+AND      ca_state = 'IN'
+AND      ws1.ws_web_site_sk = web_site_sk
+AND      web_company_name = 'pri'
+AND      ws1.ws_order_number IN
+         (
+                SELECT ws_order_number
+                FROM   ws_wh)
+AND      ws1.ws_order_number IN
+         (
+                SELECT wr_order_number
+                FROM   {{source('src__tpc_ds', 'web_returns')}},
+                       ws_wh
+                WHERE  wr_order_number = ws_wh.ws_order_number)
+ORDER BY count(DISTINCT ws_order_number)
+{{ 'LIMIT 100' if target.type != 'synapse' }}
+
diff --git a/dbt/models/tpc_ds/query96.sql b/dbt/models/tpc_ds/query96.sql
new file mode 100644
index 0000000..d816659
--- /dev/null
+++ b/dbt/models/tpc_ds/query96.sql
@@ -0,0 +1,15 @@
+-- query96
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} Count(*) as cnt
+FROM   {{source('src__tpc_ds', 'store_sales')}},
+       {{source('src__tpc_ds', 'household_demographics')}},
+       {{source('src__tpc_ds', 'time_dim')}},
+       {{source('src__tpc_ds', 'store')}}
+WHERE  ss_sold_time_sk = time_dim.t_time_sk
+       AND ss_hdemo_sk = household_demographics.hd_demo_sk
+       AND ss_store_sk = s_store_sk
+       AND time_dim.t_hour = 15
+       AND time_dim.t_minute >= 30
+       AND household_demographics.hd_dep_count = 7
+       AND store.s_store_name = 'ese'
+ORDER  BY Count(*)
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query97.sql b/dbt/models/tpc_ds/query97.sql
new file mode 100644
index 0000000..bb72573
--- /dev/null
+++ b/dbt/models/tpc_ds/query97.sql
@@ -0,0 +1,40 @@
+
+-- query97
+WITH ssci
+     AS (SELECT ss_customer_sk customer_sk,
+                ss_item_sk     item_sk
+         FROM   {{source('src__tpc_ds', 'store_sales')}},
+                {{source('src__tpc_ds', 'date_dim')}}
+         WHERE  ss_sold_date_sk = d_date_sk
+                AND d_month_seq BETWEEN 1196 AND 1196 + 11
+         GROUP  BY ss_customer_sk,
+                   ss_item_sk),
+     csci
+     AS (SELECT cs_bill_customer_sk customer_sk,
+                cs_item_sk          item_sk
+         FROM   {{source('src__tpc_ds', 'catalog_sales')}},
+                {{source('src__tpc_ds', 'date_dim')}}
+         WHERE  cs_sold_date_sk = d_date_sk
+                AND d_month_seq BETWEEN 1196 AND 1196 + 11
+         GROUP  BY cs_bill_customer_sk,
+                   cs_item_sk)
+SELECT {{ 'TOP 100' if target.name == 'synapse' }} Sum(CASE
+                     WHEN ssci.customer_sk IS NOT NULL
+                          AND csci.customer_sk IS NULL THEN 1
+                     ELSE 0
+                   END) store_only,
+               Sum(CASE
+                     WHEN ssci.customer_sk IS NULL
+                          AND csci.customer_sk IS NOT NULL THEN 1
+                     ELSE 0
+                   END) catalog_only,
+               Sum(CASE
+                     WHEN ssci.customer_sk IS NOT NULL
+                          AND csci.customer_sk IS NOT NULL THEN 1
+                     ELSE 0
+                   END) store_and_catalog
+FROM   ssci
+       FULL OUTER JOIN csci
+                    ON ( ssci.customer_sk = csci.customer_sk
+                         AND ssci.item_sk = csci.item_sk )
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/query98.sql b/dbt/models/tpc_ds/query98.sql
new file mode 100644
index 0000000..e011dc4
--- /dev/null
+++ b/dbt/models/tpc_ds/query98.sql
@@ -0,0 +1,31 @@
+
+-- query98
+SELECT i_item_id,
+       i_item_desc,
+       i_category,
+       i_class,
+       i_current_price,
+       Sum(ss_ext_sales_price)                                   AS itemrevenue,
+       Sum(ss_ext_sales_price) * 100 / Sum(Sum(ss_ext_sales_price))
+                                         OVER (
+                                           PARTITION BY i_class) AS revenueratio
+FROM   {{source('src__tpc_ds', 'store_sales')}},
+       {{source('src__tpc_ds', 'item')}},
+       {{source('src__tpc_ds', 'date_dim')}}
+WHERE  ss_item_sk = i_item_sk
+       AND i_category IN ( 'Men', 'Home', 'Electronics' )
+       AND ss_sold_date_sk = d_date_sk
+       AND Cast(d_date AS DATE) BETWEEN CAST('2000-05-18' AS DATE) AND (
+                          CAST('2000-06-18' AS DATE) )
+GROUP  BY i_item_id,
+          i_item_desc,
+          i_category,
+          i_class,
+          i_current_price
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY i_category,
+          i_class,
+          i_item_id,
+          i_item_desc,
+          revenueratio{% endif %}
+
diff --git a/dbt/models/tpc_ds/query99.sql b/dbt/models/tpc_ds/query99.sql
new file mode 100644
index 0000000..20a930e
--- /dev/null
+++ b/dbt/models/tpc_ds/query99.sql
@@ -0,0 +1,46 @@
+
+
+-- query99
+SELECT {{ 'TOP 100' if target.name == 'synapse' }}
+               {{ substr('w_warehouse_name', 1, 20) }} as substr_w_warehouse_name,
+               sm_type,
+               cc_name,
+               Sum(CASE
+                     WHEN ( cs_ship_date_sk - cs_sold_date_sk <= 30 ) THEN 1
+                     ELSE 0
+                   END) AS days_30,
+               Sum(CASE
+                     WHEN ( cs_ship_date_sk - cs_sold_date_sk > 30 )
+                          AND ( cs_ship_date_sk - cs_sold_date_sk <= 60 ) THEN 1
+                     ELSE 0
+                   END) AS days_31_60,
+               Sum(CASE
+                     WHEN ( cs_ship_date_sk - cs_sold_date_sk > 60 )
+                          AND ( cs_ship_date_sk - cs_sold_date_sk <= 90 ) THEN 1
+                     ELSE 0
+                   END) AS days_61_90,
+               Sum(CASE
+                     WHEN ( cs_ship_date_sk - cs_sold_date_sk > 90 )
+                          AND ( cs_ship_date_sk - cs_sold_date_sk <= 120 ) THEN
+                     1
+                     ELSE 0
+                   END) AS days_91_120,
+               Sum(CASE
+                     WHEN ( cs_ship_date_sk - cs_sold_date_sk > 120 ) THEN 1
+                     ELSE 0
+                   END) AS days_over_120
+FROM   {{source('src__tpc_ds', 'catalog_sales')}},
+       {{source('src__tpc_ds', 'warehouse')}},
+       {{source('src__tpc_ds', 'ship_mode')}},
+       {{source('src__tpc_ds', 'call_center')}},
+       {{source('src__tpc_ds', 'date_dim')}}
+WHERE  d_month_seq BETWEEN 1200 AND 1200 + 11
+       AND cs_ship_date_sk = d_date_sk
+       AND cs_warehouse_sk = w_warehouse_sk
+       AND cs_ship_mode_sk = sm_ship_mode_sk
+       AND cs_call_center_sk = cc_call_center_sk
+GROUP  BY {{ substr('w_warehouse_name', 1, 20) }}, sm_type, cc_name
+{% if not (target.type == 'synapse' and model.config.materialized == 'table') %}
+ORDER  BY 1, 2, 3
+{% endif %}
+{{ 'LIMIT 100' if target.type != 'synapse' }}
diff --git a/dbt/models/tpc_ds/src__tpc_ds.yml b/dbt/models/tpc_ds/src__tpc_ds.yml
new file mode 100644
index 0000000..85c4910
--- /dev/null
+++ b/dbt/models/tpc_ds/src__tpc_ds.yml
@@ -0,0 +1,32 @@
+version: 2
+
+sources:
+  - name: src__tpc_ds
+    database: "{{ var('dataset_database', target.database) }}" # Default location is the target's database, can be overridden with dataset_database variable
+    schema: "{{ var('dataset_schema', target.schema) }}" # Default location is the target's schema, can be overridden with dataset_schema variable
+    tables:
+      - name: call_center
+      - name: catalog_page
+      - name: catalog_returns
+      - name: catalog_sales
+      - name: customer
+      - name: customer_address
+      - name: customer_demographics
+      - name: date_dim
+      - name: household_demographics
+      - name: income_band
+      - name: inventory
+      - name: item
+      - name: payments
+      - name: promotion
+      - name: reason
+      - name: ship_mode
+      - name: store
+      - name: store_returns
+      - name: store_sales
+      - name: time_dim
+      - name: warehouse
+      - name: web_page
+      - name: web_returns
+      - name: web_sales
+      - name: web_site