在python 3.14 容器中安装和使用chdb包
1.docker exec -it登录容器用pip install 命令安装
sudo docker exec -it python3143 bash root@DESKTOP-59T6U68:/# pip install chdb Looking in indexes: https://pypi.tuna.tsinghua.edu.cn/simple Collecting chdb Downloading https://pypi.tuna.tsinghua.edu.cn/packages/23/28/f3aa551b4af78b8ac967c191407301eff5906dc7239ddb232d4d34bf8ad4/chdb-4.0.1-cp39-abi3-manylinux2014_x86_64.manylinux_2_17_x86_64.whl (149.4 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 149.4/149.4 MB 31.3 MB/s 0:00:04 Collecting pandas<3.0.0,>=2.1.0 (from chdb) Downloading https://pypi.tuna.tsinghua.edu.cn/packages/15/b2/0e62f78c0c5ba7e3d2c5945a82456f4fac76c480940f805e0b97fcbc2f65/pandas-2.3.3-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl (12.3 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 12.3/12.3 MB 51.4 MB/s 0:00:00 Collecting pyarrow>=13.0.0 (from chdb) Downloading https://pypi.tuna.tsinghua.edu.cn/packages/9c/86/95c61ad82236495f3c31987e85135926ba3ec7f3819296b70a68d8066b49/pyarrow-23.0.0-cp314-cp314-manylinux_2_28_x86_64.whl (47.6 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 47.6/47.6 MB 33.8 MB/s 0:00:01 Collecting numpy>=1.26.0 (from pandas<3.0.0,>=2.1.0->chdb) Downloading https://pypi.tuna.tsinghua.edu.cn/packages/5d/6c/7f237821c9642fb2a04d2f1e88b4295677144ca93285fd76eff3bcba858d/numpy-2.4.2-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (16.6 MB) ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 16.6/16.6 MB 43.4 MB/s 0:00:00 Collecting python-dateutil>=2.8.2 (from pandas<3.0.0,>=2.1.0->chdb) Downloading https://pypi.tuna.tsinghua.edu.cn/packages/ec/57/56b9bcc3c9c6a792fcbaf139543cee77261f3651ca9da0c93f5c1221264b/python_dateutil-2.9.0.post0-py2.py3-none-any.whl (229 kB) Collecting pytz>=2020.1 (from pandas<3.0.0,>=2.1.0->chdb) Downloading https://pypi.tuna.tsinghua.edu.cn/packages/81/c4/34e93fe5f5429d7570ec1fa436f1986fb1f00c3e0f43a589fe2bbcd22c3f/pytz-2025.2-py2.py3-none-any.whl (509 kB) Collecting tzdata>=2022.7 (from pandas<3.0.0,>=2.1.0->chdb) Downloading https://pypi.tuna.tsinghua.edu.cn/packages/c7/b0/003792df09decd6849a5e39c28b513c06e84436a54440380862b5aeff25d/tzdata-2025.3-py2.py3-none-any.whl (348 kB) Collecting six>=1.5 (from python-dateutil>=2.8.2->pandas<3.0.0,>=2.1.0->chdb) Downloading https://pypi.tuna.tsinghua.edu.cn/packages/b7/ce/149a00dd41f10bc29e5921b496af8b574d8413afcd5e30dfa0ed46c2cc5e/six-1.17.0-py2.py3-none-any.whl (11 kB) Installing collected packages: pytz, tzdata, six, pyarrow, numpy, python-dateutil, pandas, chdb Successfully installed chdb-4.0.1 numpy-2.4.2 pandas-2.3.3 pyarrow-23.0.0 python-dateutil-2.9.0.post0 pytz-2025.2 six-1.17.0 tzdata-2025.3 WARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager, possibly rendering your system unusable. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv. Use the --root-user-action option if you know what you are doing and want to suppress this warning. [notice] A new release of pip is available: 25.3 -> 26.0.1 [notice] To update, run: pip install --upgrade pip2.导入后就可以用chdb.query查询
root@DESKTOP-59T6U68:/# python3 Python 3.14.3 (main, Feb 4 2026, 20:08:31) [GCC 14.2.0] on linux Type "help", "copyright", "credits" or "license" for more information. >>> import chdb >>> res = chdb.query('select version()', 'Pretty'); print(res) ┏━━━━━━━━━━━┓ ┃ version() ┃ ┡━━━━━━━━━━━┩ 1. │ 25.8.2.1 │ └───────────┘ >>> res = chdb.query('select * from file("/par/duck.parquet", Parquet)'); print(res) "13522500" >>> res = chdb.query('select * from file("/par/duck.parquet", Parquet)','Pretty'); print(res) ┏━━━━━━━━━━┓ ┃ mpz_sum ┃ ┡━━━━━━━━━━┩ 1. │ 13522500 │ └──────────┘ >>> >>> res = chdb.query('select * from file("/par/duck.parquet", Parquet)', 'JSON'); print(res) { "meta": [ { "name": "mpz_sum", "type": "Nullable(String)" } ], "data": [ { "mpz_sum": "13522500" } ], "rows": 1, "statistics": { "elapsed": 0.037387861, "rows_read": 0, "bytes_read": 0 } } >>> res = chdb.query('select * from file("/par/duck.parquet", Parquet)','PrettyCompact'); print(res) ┌─mpz_sum──┐ 1. │ 13522500 │ └──────────┘上面查询了版本号和Parquet文件，query的第二个参数用来指定不同的格式，不加参数默认是无标题的字符串，加PrettyCompact参数才是clickhouse客户端默认的格式。
如果要查询带\r的tsv文件，需要设置参数input_format_tsv_crlf_end_of_line，clickhouse客户端中有两种方式，一种是单独用set命令设置，另一种是在查询语句中用SETTINGS子句。
:) set input_format_tsv_crlf_end_of_line=true; SET input_format_tsv_crlf_end_of_line = true Query id: 60a7f1df-aad9-41fc-b100-d2c507da7949 Ok. 0 rows in set. Elapsed: 0.009 sec. :) select * from file('/mnt/c/d/data/cxy.tsv', Tsv) ; SELECT * FROM file('/mnt/c/d/data/cxy.tsv', Tsv) Query id: 5246c40d-2915-412c-8f28-97912d88e14f ┌─id─┬─name────┬─language───┐ 1. │ 1 │ Joe │ Java │ 2. │ 2 │ Alice │ JavaScript │ 3. │ 3 │ Leon │ C/C++ │ 4. │ 4 │ William │ Java │ 5. │ 5 │ James │ C/C++ │ 6. │ 6 │ Enson │ C/C++ │ └────┴─────────┴────────────┘ 6 rows in set. Elapsed: 0.067 sec. :) set input_format_tsv_crlf_end_of_line=false; SET input_format_tsv_crlf_end_of_line = false Query id: 591cf022-de92-4165-80e1-9744b8bdf93c Ok. 0 rows in set. Elapsed: 0.000 sec. :) select * from file('/mnt/c/d/data/cxy.tsv', Tsv) ; SELECT * FROM file('/mnt/c/d/data/cxy.tsv', Tsv) Query id: d56dd6fe-b217-4c0b-b3a0-344202ed0fd9 Elapsed: 0.071 sec. Received exception: Code: 117. DB::Exception: You have carriage return (\r, 0x0D, ASCII 13) at end of first row. It's like your input data has DOS/Windows style line separators, that are illegal in TabSeparated format. You must transform your file to Unix format. But if you really need carriage return at end of string value of last column, you need to escape it as \r or else enable setting 'input_format_tsv_crlf_end_of_line': (while reading header): (in file/uri /mnt/c/d/data/cxy.tsv): While executing ParallelParsingBlockInputFormat: While executing File. (INCORRECT_DATA) :) :) select * from file('/mnt/c/d/data/cxy.tsv', Tsv) settings input_format_tsv_crlf_end_of_line =true; SELECT * FROM file('/mnt/c/d/data/cxy.tsv', Tsv) SETTINGS input_format_tsv_crlf_end_of_line = true Query id: 6bb8ec95-c597-4716-aee3-b60a001c76f2 ┌─id─┬─name────┬─language───┐ 1. │ 1 │ Joe │ Java │ 2. │ 2 │ Alice │ JavaScript │ 3. │ 3 │ Leon │ C/C++ │ 4. │ 4 │ William │ Java │ 5. │ 5 │ James │ C/C++ │ 6. │ 6 │ Enson │ C/C++ │ └────┴─────────┴────────────┘ 6 rows in set. Elapsed: 0.008 sec. :) \q Bye.在python中只能用后一种
>>> import chdb >> res = chdb.query('select * from file("/par/data/cxy.tsv", Tsv)','Pretty'); print(res) Traceback (most recent call last): File "<python-input-7>", line 1, in <module> res = chdb.query('select * from file("/par/data/cxy.tsv", Tsv)','Pretty'); print(res) File "/usr/local/lib/python3.14/site-packages/chdb/__init__.py", line 205, in query res = conn.query(sql, output_format, params=params) RuntimeError: Code: 636. DB::Exception: The table structure cannot be extracted from a Tsv format file. Error: Code: 117. DB::Exception: You have carriage return (\r, 0x0D, ASCII 13) at end of first row. It's like your input data has DOS/Windows style line separators, that are illegal in TabSeparated format. You must transform your file to Unix format. But if you really need carriage return at end of string value of last column, you need to escape it as \r or else enable setting 'input_format_tsv_crlf_end_of_line'. (INCORRECT_DATA) (version 25.8.2.1). You can specify the structure manually: (in file/uri /par/data/cxy.tsv). (CANNOT_EXTRACT_TABLE_STRUCTURE) >>> res = chdb.query('select * from file("/par/data/cxy.tsv", Tsv) settings input_format_tsv_crlf_end_of_line=true','Pretty'); print(res) ┏━━━━┳━━━━━━━━━┳━━━━━━━━━━━━┓ ┃ id ┃ name ┃ language ┃ ┡━━━━╇━━━━━━━━━╇━━━━━━━━━━━━┩ 1. │ 1 │ Joe │ Java │ ├────┼─────────┼────────────┤ 2. │ 2 │ Alice │ JavaScript │ ├────┼─────────┼────────────┤ 3. │ 3 │ Leon │ C/C++ │ ├────┼─────────┼────────────┤ 4. │ 4 │ William │ Java │ ├────┼─────────┼────────────┤ 5. │ 5 │ James │ C/C++ │ ├────┼─────────┼────────────┤ 6. │ 6 │ Enson │ C/C++ │ └────┴─────────┴────────────┘ >>> >>> res = chdb.query('select * from file("/par/data/cxy.tsv", Tsv) settings input_format_tsv_crlf_end_of_line=true','PrettyCompact'); print(res) ┌─id─┬─name────┬─language───┐ 1. │ 1 │ Joe │ Java │ 2. │ 2 │ Alice │ JavaScript │ 3. │ 3 │ Leon │ C/C++ │ 4. │ 4 │ William │ Java │ 5. │ 5 │ James │ C/C++ │ 6. │ 6 │ Enson │ C/C++ │ └────┴─────────┴────────────┘ >>> chdb.query('select * from file("/par/data/cxy.tsv", Tsv) settings input_format_tsv_crlf_end_of_line=true','PrettyCompact') ┌─id─┬─name────┬─language───┐ 1. │ 1 │ Joe │ Java │ 2. │ 2 │ Alice │ JavaScript │ 3. │ 3 │ Leon │ C/C++ │ 4. │ 4 │ William │ Java │ 5. │ 5 │ James │ C/C++ │ 6. │ 6 │ Enson │ C/C++ │ └────┴─────────┴────────────┘查询结果可存入变量，然后用print()输出，也可以执行查询时直接输出。