Add ctu-tpcc

ctu-tpcc/README.md

@@ -0,0 +1,34 @@
+---
+tags:
+- relbench
+- relational-deep-learning
+pretty_name: ctu-tpcc
+---
+
+# ctu-tpcc
+
+TPC-C is the benchmark published by the Transaction Processing Performance Council (TPC) for Online Transaction Processing (OLTP). Sourced from the CTU Prague Relational Learning Repository (https://relational.fel.cvut.cz/).
+
+## Schema
+
+![schema diagram](schema.svg)
+
+Open [`schema.svg`](schema.svg) for a zoomable view: each table lists all of its columns and types, with primary keys, foreign keys, and the foreign-key edges between tables.
+
+Splits: validation `2262-04-11`, test `2262-04-11` (rows up to a split's timestamp are the inputs for that split).
+
+## Tasks
+
+| task | kind | type | description |
+|---|---|---|---|
+| `tpcc-original` | external | binary_classification | Predict the binary `c_credit` label of each `C_Customer`. (random split) |
+
+## Loading
+
+```python
+import relbench
+ds = relbench.load_dataset("ctu-tpcc")
+task = relbench.load_task("ctu-tpcc", "<task>")
+```
+
+Manifest layout (`manifest.yaml` + plain parquet); see the RelBench [CONTRIBUTING guide](https://github.com/snap-stanford/relbench/blob/main/CONTRIBUTING.md).

ctu-tpcc/db/C_Customer.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:926b591686562bc155b8441c4d91764d37d2ba37fc45cffe1ea27feae653696e
+size 15177740

ctu-tpcc/db/C_District.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ed6c78d4b5ab9946315d5861eee056bd289a9ba89e47d4fc1039f0e983e22aa0
+size 8827

ctu-tpcc/db/C_History.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:940b13e085cf9e7e6bbef50e106f0904b9a8a1ba6e69b28f65847a3266b0be4b
+size 1037484

ctu-tpcc/db/C_Item.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bf3e2f67cd4068eabf1fe777a9aba955342d59cf03aa60221ee77386e6b14c1c
+size 7751694

ctu-tpcc/db/C_New_Order.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8927db326b4ee21ad79de0d0675f7c53fcae041417a2373d4c36991eccea28df
+size 115018

ctu-tpcc/db/C_Order.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:84784abefa33c65229678209517204687237d0760699c11ecdfb9e84bac2a66b
+size 423518

ctu-tpcc/db/C_Order_Line.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dbf25cd6cb525db8d6f2b1b91085b1a2d341dbae667aa8549ef6c190445995a8
+size 11035639

ctu-tpcc/db/C_Stock.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a3ef2b9b98acc500ff65dfd11379e6093a10c688a2c0041651b035c710dd0f8d
+size 31219263

ctu-tpcc/db/C_Warehouse.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c5b9957781822f86f36ce204b14c9541ae2f11e329372c4e3729d0b5e62e2f2e
+size 6030

ctu-tpcc/manifest.yaml

@@ -0,0 +1,52 @@
+name: ctu-tpcc
+manifest_version: 1
+description: TPC-C is the benchmark published by the Transaction Processing Performance Council (TPC) for Online Transaction Processing (OLTP). Sourced from the CTU Prague Relational Learning Repository (https://relational.fel.cvut.cz/).
+val_timestamp: '2262-04-11'
+test_timestamp: '2262-04-11'
+tables:
+  C_New_Order:
+    pkey: __PK__
+    time_col: null
+    fkeys:
+      FK_C_Order_no_o_id_no_d_id_no_w_id: C_Order
+  C_Order:
+    pkey: __PK__
+    time_col: null
+    fkeys:
+      FK_C_Customer_o_d_id_o_c_id_o_w_id: C_Customer
+  C_Stock:
+    pkey: __PK__
+    time_col: null
+    fkeys:
+      FK_C_Item_s_i_id: C_Item
+      FK_C_Warehouse_s_w_id: C_Warehouse
+  C_Order_Line:
+    pkey: __PK__
+    time_col: null
+    fkeys:
+      FK_C_Order_ol_o_id_ol_d_id_ol_w_id: C_Order
+      FK_C_Stock_ol_i_id_ol_supply_w_id: C_Stock
+  C_Warehouse:
+    pkey: __PK__
+    time_col: null
+    fkeys: {}
+  C_Customer:
+    pkey: __PK__
+    time_col: null
+    fkeys:
+      FK_C_District_c_d_id: C_District
+  C_District:
+    pkey: __PK__
+    time_col: null
+    fkeys:
+      FK_C_Warehouse_d_w_id: C_Warehouse
+  C_Item:
+    pkey: __PK__
+    time_col: null
+    fkeys: {}
+  C_History:
+    pkey: __PK__
+    time_col: null
+    fkeys:
+      FK_C_Customer_h_c_id_h_c_d_id_h_c_w_id: C_Customer
+      FK_C_District_h_d_id_h_w_id: C_District

ctu-tpcc/tasks/tpcc-original/manifest.yaml

@@ -0,0 +1,9 @@
+name: tpcc-original
+kind: external
+task_type: binary_classification
+description: Predict the binary `c_credit` label of each `C_Customer`. (random split)
+entity_table: C_Customer
+entity_col: __PK__
+target_col: c_credit
+timedelta: 0 days
+manifest_version: 1

ctu-tpcc/tasks/tpcc-original/test.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0b0971a23a5f61a1ccfb1f79b3ee734d687b0d43a5e01a92e8f8d842a48d1879
+size 18875

ctu-tpcc/tasks/tpcc-original/train.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8361de33e030b8f310b58be46d6e347b820cb21833ab3c0ffd83e44f67712b99
+size 149065

ctu-tpcc/tasks/tpcc-original/val.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:13274aff7e8e70c25db1d6b98921a8932239ba19676ed1f0cc2d63f5148dd3a5
+size 19182