Database Bigquery

BigQuery Data Warehouse

Authentication

IMPORTANT: Credentials are injected automatically by a proxy layer. Do NOT check for BIGQUERY_SERVICE_ACCOUNT_KEY in environment variables - it won't be visible to you. Just run the scripts directly; authentication is handled transparently.

Configuration environment variables you CAN check (non-secret):

• BIGQUERY_PROJECT_ID - GCP project ID
• BIGQUERY_DATASET - Default dataset

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MANDATORY: Schema-First Investigation

List datasets and tables before writing queries.

LIST DATASETS → LIST TABLES → GET TABLE SCHEMA → QUERY

Available Scripts

All scripts are in .claude/skills/database-bigquery/scripts/

list_datasets.py - List Datasets (START HERE)

python .claude/skills/database-bigquery/scripts/list_datasets.py

list_tables.py - List Tables in Dataset

python .claude/skills/database-bigquery/scripts/list_tables.py --dataset DATASET_ID

gettableschema.py - Table Schema Details

python .claude/skills/database-bigquery/scripts/get_table_schema.py --dataset DATASET_ID --table TABLE_ID

query.py - Run SQL Queries

python .claude/skills/database-bigquery/scripts/query.py --query "SELECT * FROM dataset.table LIMIT 10" [--dataset DEFAULT_DATASET] [--max-results 1000]

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BigQuery SQL Reference

-- Standard SQL (default)
SELECT * FROM `project.dataset.table` LIMIT 10

-- Aggregate with time
SELECT DATE(timestamp), COUNT(*) as events
FROM `dataset.events`
WHERE timestamp > TIMESTAMP_SUB(CURRENT_TIMESTAMP(), INTERVAL 24 HOUR)
GROUP BY 1 ORDER BY 1 DESC

-- Partitioned table query (cost-efficient)
SELECT * FROM `dataset.events`
WHERE _PARTITIONTIME >= TIMESTAMP('2026-01-01')

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Investigation Workflow

Data Analysis

1. list_datasets.py (find available datasets)
2. list_tables.py --dataset  (find tables)
3. get_table_schema.py --dataset  --table 
4. query.py --query "SELECT ..."

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: swapnildahiphale
• Source: swapnildahiphale/OpenSRE
• License: Apache-2.0
• Homepage: https://opensre.in

Install and usage instructions live in the source repository linked above.