BEAVER: An Enterprise Benchmark for Text-to-SQL
Paper
• 2409.02038 • Published
database_id stringclasses 6 values | table_id stringlengths 3 42 | table sequencelengths 1 101 | context dict |
|---|---|---|---|
csail_stata_nova | agent_builds | [
[
"created_at",
"updated_at",
"deleted_at",
"id",
"hypervisor",
"os",
"architecture",
"version",
"url",
"md5hash",
"deleted"
]
] | {
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"varchar(255)",
"varchar(255)",
"varchar(255)",
"varchar(255)",
"int"
],
"foreign_keys": [],
"primary_key": [
"id"
]
} |
csail_stata_nova | aggregate_hosts | [
[
"created_at",
"updated_at",
"deleted_at",
"id",
"host",
"aggregate_id",
"deleted"
],
[
"None",
"2017-08-04 16:36:52",
"2017-08-04 16:36:52",
"1",
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],
[
"None",
"2017-08-04 16:36:52",
"2017-08-04 16:36:52",
"2",
... | {
"column_descriptions": [],
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"column_types": [
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"foreign_keys": [
{
"column_name": "aggregate_id",
"referenced_column_name": "id",
"referenced_table_name": "aggregates"
}
],
"primary_key": [
"id"
]
} |
csail_stata_nova | aggregate_metadata | [
[
"created_at",
"updated_at",
"deleted_at",
"id",
"aggregate_id",
"key",
"value",
"deleted"
],
[
"2012-07-05 19:44:25",
"2013-08-06 01:43:56",
"None",
"1",
"1",
"availability_zone",
"nova",
"0"
],
[
"2013-08-08 18:26:48",
"None",
"N... | {
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"referenced_column_name": "id",
"referenced_table_name": "aggregates"
}
],
"primary_key": [
"id"
]
} |
csail_stata_nova | aggregates | [
[
"created_at",
"updated_at",
"deleted_at",
"id",
"name",
"deleted",
"uuid"
],
[
"None",
"2016-10-13 15:03:15",
"None",
"1",
"flare3",
"0",
"ec980ea8-57d5-4808-b914-cfad25f348d3"
],
[
"2013-08-08 18:26:03",
"2016-10-13 15:03:15",
"None",
... | {
"column_descriptions": [],
"column_names_cleaned": [
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"updated_at",
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"id",
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"uuid"
],
"column_types": [
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"datetime",
"int",
"varchar(255)",
"int",
"varchar(36)"
],
"foreign_keys": [],
"primary_key": [
"id"
]
} |
csail_stata_nova | allocations | [
[
"id",
"resource_provider_id",
"consumer_id",
"resource_class_id",
"used"
]
] | {
"column_descriptions": [],
"column_names_cleaned": [
"id",
"resource_provider_id",
"consumer_id",
"resource_class_id",
"used"
],
"column_types": [
"int",
"int",
"varchar(36)",
"int",
"int"
],
"foreign_keys": [],
"primary_key": [
"id"
]
} |
csail_stata_nova | block_device_mapping | [
[
"created_at",
"updated_at",
"deleted_at",
"id",
"device_name",
"delete_on_termination",
"snapshot_id",
"volume_id",
"volume_size",
"no_device",
"connection_info",
"instance_uuid",
"deleted",
"source_type",
"destination_type",
"guest_format",
"dev... | {
"column_descriptions": [],
"column_names_cleaned": [
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"updated_at",
"deleted_at",
"id",
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"delete_on_termination",
"snapshot_id",
"volume_id",
"volume_size",
"no_device",
"connection_info",
"instance_uuid",
"deleted",
"source_type",
"destination_type",
"guest_format",
"device_type",
"disk_bus",
"boot_index",
"image_id"
],
"column_types": [
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"datetime",
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"int",
"varchar(255)",
"tinyint(1)",
"varchar(36)",
"varchar(36)",
"int",
"tinyint(1)",
"text",
"varchar(36)",
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"varchar(255)",
"varchar(255)",
"varchar(255)",
"varchar(255)",
"int",
"varchar(36)"
],
"foreign_keys": [
{
"column_name": "instance_uuid",
"referenced_column_name": "uuid",
"referenced_table_name": "instances"
}
],
"primary_key": [
"id"
]
} |
csail_stata_nova | bw_usage_cache | [
[
"created_at",
"updated_at",
"deleted_at",
"id",
"start_period",
"last_refreshed",
"bw_in",
"bw_out",
"mac",
"uuid",
"last_ctr_in",
"last_ctr_out",
"deleted"
]
] | {
"column_descriptions": [],
"column_names_cleaned": [
"created_at",
"updated_at",
"deleted_at",
"id",
"start_period",
"last_refreshed",
"bw_in",
"bw_out",
"mac",
"uuid",
"last_ctr_in",
"last_ctr_out",
"deleted"
],
"column_types": [
"datetime",
"datetime",
"datetime",
"int",
"datetime",
"datetime",
"bigint",
"bigint",
"varchar(255)",
"varchar(36)",
"bigint",
"bigint",
"int"
],
"foreign_keys": [],
"primary_key": [
"id"
]
} |
csail_stata_nova | cells | [
[
"created_at",
"updated_at",
"deleted_at",
"id",
"api_url",
"weight_offset",
"weight_scale",
"name",
"is_parent",
"deleted",
"transport_url"
]
] | {
"column_descriptions": [],
"column_names_cleaned": [
"created_at",
"updated_at",
"deleted_at",
"id",
"api_url",
"weight_offset",
"weight_scale",
"name",
"is_parent",
"deleted",
"transport_url"
],
"column_types": [
"datetime",
"datetime",
"datetime",
"int",
"varchar(255)",
"float",
"float",
"varchar(255)",
"tinyint(1)",
"int",
"varchar(255)"
],
"foreign_keys": [],
"primary_key": [
"id"
]
} |
csail_stata_nova | certificates | [
[
"created_at",
"updated_at",
"deleted_at",
"id",
"user_id",
"project_id",
"file_name",
"deleted"
],
[
"2012-07-06 14:45:06",
"None",
"None",
"1",
"c8490ee0863345f6919b5c63540efca1",
"3008a142e9524f7295b06ea811908f93",
"/var/lib/nova/CA/newcerts/10.pem... | {
"column_descriptions": [],
"column_names_cleaned": [
"created_at",
"updated_at",
"deleted_at",
"id",
"user_id",
"project_id",
"file_name",
"deleted"
],
"column_types": [
"datetime",
"datetime",
"datetime",
"int",
"varchar(255)",
"varchar(255)",
"varchar(255)",
"int"
],
"foreign_keys": [],
"primary_key": [
"id"
]
} |
csail_stata_nova | compute_nodes | [["created_at","updated_at","deleted_at","id","service_id","vcpus","memory_mb","local_gb","vcpus_use(...TRUNCATED) | {"column_descriptions":[],"column_names_cleaned":["created_at","updated_at","deleted_at","id","servi(...TRUNCATED) |
ref bibtex
@article{chen2024beaver,
title={BEAVER: an enterprise benchmark for text-to-sql},
author={Chen, Peter Baile and Wenz, Fabian and Zhang, Yi and Yang, Devin and Choi, Justin and Tatbul, Nesime and Cafarella, Michael and Demiralp, {\c{C}}a{\u{g}}atay and Stonebraker, Michael},
journal={arXiv preprint arXiv:2409.02038},
year={2024}
}