AGENT SKILL

clickhouse-query

Run ClickHouse queries for analytics, metrics analysis, and event data exploration. Use when you need to query ClickHouse directly, analyze metrics, check event tracking data, or test query performance. Read-only by default.

适用职业数据分析师
使用场景测试与质量
License 许可
GPL-3.0
最近更新
2026-08-29
Stars
★ 2
Forks
0

01 前言 Front Matter

name
clickhouse-query
description
Run ClickHouse queries for analytics, metrics analysis, and event data exploration. Use when you need to query ClickHouse directly, analyze metrics, check event tracking data, or test query performance. Read-only by default.

02 资源文件 2

03 SKILL.md 正文

ClickHouse Query Testing

Use this skill to run ad-hoc ClickHouse queries for analytics, metrics analysis, and debugging.

Running Queries

Use the included query script:

node .claude/skills/clickhouse-query/query.mjs "SELECT count() FROM views"

Options

Flag Description
--explain Show query execution plan
--writable Allow write operations (requires user permission)
--timeout <s>, -t Query timeout in seconds (default: 30)
--file, -f Read query from a file
--json Output results as JSON
--quiet, -q Minimal output, only results

Examples

# Count rows in a table
node .claude/skills/clickhouse-query/query.mjs "SELECT count() FROM views"

# Query with filters
node .claude/skills/clickhouse-query/query.mjs "SELECT * FROM modelEvents WHERE modelId = 123 LIMIT 10"

# Check query execution plan
node .claude/skills/clickhouse-query/query.mjs --explain "SELECT * FROM views WHERE userId = 1"

# Override default 30s timeout for longer queries
node .claude/skills/clickhouse-query/query.mjs --timeout 60 "SELECT ... (complex aggregation)"

# Query from file
node .claude/skills/clickhouse-query/query.mjs -f my-query.sql

# JSON output for processing
node .claude/skills/clickhouse-query/query.mjs --json "SELECT type, count() FROM modelEvents GROUP BY type"

Safety Features

  1. Read-only by default: Blocks INSERT/ALTER/DROP unless --writable flag is used
  2. 30 second timeout: Prevents runaway queries (override with --timeout)
  3. Explicit permission required: Before using --writable, you MUST ask the user for permission

When to Use --writable

Only use the --writable flag when:

  • The user explicitly requests write access
  • You need to insert test data
  • You're running maintenance operations

IMPORTANT: Always ask the user for permission before running with --writable.

Common Tables

Table Description
views Page/entity view events
modelEvents Model create/publish/update events
modelVersionEvents Model version events including downloads
userActivities User registration, login, subscription events
images Image upload/delete events
reactions Like/dislike events
reports Content report events
entityMetricEvents Aggregated metric events

Querying Replica Clusters

IMPORTANT: Production uses a ClickHouse replica cluster. When querying system tables (logs, metrics, etc.), you must use clusterAllReplicas() to get data from all nodes.

System Tables on Replica Clusters

-- WRONG: Only queries the node you're connected to
SELECT * FROM system.query_log WHERE event_time > now() - INTERVAL 1 HOUR

-- CORRECT: Queries all replicas in the cluster
SELECT * FROM clusterAllReplicas(default, system.query_log)
WHERE event_time > now() - INTERVAL 1 HOUR

Common System Table Queries

-- Find recent queries across all nodes
SELECT
    hostname(),
    event_time,
    query_duration_ms,
    formatReadableSize(memory_usage) AS memory,
    query
FROM clusterAllReplicas(default, system.query_log)
WHERE type = 'QueryFinish'
    AND event_time > now() - INTERVAL 5 MINUTE
ORDER BY event_time DESC
LIMIT 20

-- Find expensive queries by memory usage (last 24 hours)
SELECT
    count() as query_count,
    user,
    sum(memory_usage) AS total_memory,
    normalized_query_hash
FROM clusterAllReplicas(default, system.query_log)
WHERE event_time > now() - INTERVAL 1 DAY
    AND query_kind = 'Select'
    AND type = 'QueryFinish'
GROUP BY normalized_query_hash, user
ORDER BY total_memory DESC
LIMIT 10

-- Search query logs by pattern
SELECT event_time, query_id, query, type
FROM clusterAllReplicas(default, merge('system', '^query_log*'))
WHERE query ILIKE '%some_table%'
    AND event_time > now() - INTERVAL 5 MINUTE

-- Debug a specific query across all nodes
SELECT hostname(), message
FROM clusterAllReplicas(default, system.text_log)
WHERE query_id = 'your-query-id-here'
ORDER BY event_time_microseconds ASC

When to Use clusterAllReplicas()

Use Case Function
System tables (query_log, text_log, etc.) clusterAllReplicas(default, system.table_name)
Application tables (views, modelEvents, etc.) Direct query (already distributed)
Search multiple system tables clusterAllReplicas(default, merge('system', '^pattern*'))

ClickHouse SQL Tips

-- Use count() not COUNT(*)
SELECT count() FROM views

-- Date filtering with toDate()
SELECT * FROM views WHERE toDate(time) = today()

-- Last 7 days
SELECT * FROM modelEvents WHERE time > now() - INTERVAL 7 DAY

-- Aggregations
SELECT type, count() as cnt FROM modelEvents GROUP BY type ORDER BY cnt DESC

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