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$ show ClickHouse/clickhouse-connect

[account ↗] [repo ↗] APPLICATION ★ 520 160 ● active (last update 1 month ago)
reviewed by: deepseek/deepseek-v4-flash

clickhouse-connect is a production-grade, high-performance Python database driver for ClickHouse that provides synchronous and asynchronous client APIs, a full DB-API 2.0 interface, and a comprehensive SQLAlchemy dialect with Alembic migration support. The architecture separates transport backends (HTTP, embedded chDB) behind a clean protocol contract (`SyncBackend`/`AsyncBackend`) and offers an optional Rust native codec (`_ch_core`) for critical encoding/decoding paths. Key entry points are `clickhouse_connect.get_client()` (sync) and `clickhouse_connect.get_async_client()`, which return `Client`/`AsyncClient` instances. These expose methods for SQL queries, inserts, commands, streaming, and direct integration with Pandas, NumPy, Apache Arrow, and Polars via dedicated result-type methods (e.g., `query_df`, `query_arrow_stream`). The driver handles ClickHouse-specific features including multiple wire formats (Native, RowBinary, Arrow, Parquet, JSONEachRow), compression (lz4, zstd, brotli, gzip), external data attachments, server-side parameter binding, and advanced data types (JSON, Variant, Dynamic, QBit, Decimal, DateTime64, temporal types with timezone control). External dependencies include `urllib3` (sync HTTP), `aiohttp` (async), `pyarrow` (optional), and the ClickHouse Rust codec wheel (optional but recommended for performance). The codebase is well-tested with both unit and integration tests against live ClickHouse servers, including TLS and proxy configurations.

RATING9.3/10
QUALITY8.5/10
MAINTENANCEactive
DRIFTlow
CONTRIBUTORS92
VELOCITY0.98
OPEN ISSUES29
CLOSED ISSUES473
LAST COMMIT1 month ago
Files by Type (count)
Python
293
Rust
25
Markdown
24
YAML
14
Other (.mdx)
8
XML
6
Other (.crt)
4
TOML
4
Other (.key)
3
Other (no ext)
3
Other (.pyx)
3
JSON
2
Files by Type (size)
Python
3MB
Rust
498KB
Markdown
339KB
Other (.mdx)
178KB
YAML
69KB
Other (.pyx)
37KB
Other (no ext)
11KB
CSV
6KB
Other (.parquet)
5KB
XML
5KB
Other (.crt)
3KB
Lock File
3KB

The LLM identified 5 files worth highlighting for reuse:

Defines `SyncBackend` and `AsyncBackend` protobuf-like protocols using type annotations. This clean interface separates transport logic from client logic, making it trivial to add new backends (e.g., gRPC, custom HTTP) without modifying the client API. It is self-contained and could be extracted as a reusable pattern for any database driver.

file: clickhouse_connect/driver/_backend/contracts.py ↗ | tags: #protocol-interface #backend-abstraction

Implements `AsyncSyncQueue` that bridges an async producer to a sync consumer (and reverse) with bounded queues and shutdown support. Includes `sync_q` and `async_q` properties for clean backpressure. This is a reusable cross-thread/coroutine communication primitive that can be extracted and used in any mixed-sync/async streaming application.

file: clickhouse_connect/driver/asyncqueue.py ↗ | tags: #async-sync-bridge #queue-pattern

Provides timezone resolution utilities: `normalize_timezone`, `is_utc_or_fixed`, `utcfromtimestamp` (with epoch arithmetic), and `safe_tzinfo`. These handle DST, Etc/UTC quirks, and PEP 495 fold-ambiguity. The module is dependency-free (uses stdlib `zoneinfo`/`pytz`) and is reusable by any Python project needing robust timezone handling.

file: clickhouse_connect/driver/tzutil.py ↗ | tags: #timezone-utilities #datetime

Contains reusable custom SQLAlchemy clause elements: `ArrayJoin`, `ClickHouseJoin`, `Lambda`, `PreWhereClause`, `LimitByClause`, and `_JSONSubcolumn`. Each is a self-contained `ClauseElement` subclass with proper `cache_key` support for SQLAlchemy 2.0. These demonstrate how to extend SQLAlchemy's expression language for a specific database and can be adapted for other dialects.

file: clickhouse_connect/cc_sqlalchemy/sql/clauses.py ↗ | tags: #sqlalchemy-extension #custom-clause

Implements `AsyncSyncQueue`-based streaming classes: `StreamingResponseSource`, `ReadAheadSource`, and `StreamingInsertSource`. These convert async generators into sync iterators (and vice versa) with bounded queues and thread-backed read-ahead. The pattern is transport-agnostic and can be reused in any data pipeline that needs to bridge asyncio and threading contexts.

file: clickhouse_connect/driver/streaming.py ↗ | tags: #streaming-pipeline #async-to-sync
Last analyzed: 2026-09-13 15:17:24.295402
Next check: 2026-09-20 15:17:24.279323
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