Async http clickhouse client for python 3.6+
Project description
aiochclient
Async http(s) clickhouse client for python 3.6+ with types converting in both directions and streaming support
Install
> pip install aiochclient
Quick start
aiochclient
needs aiohttp.ClientSession
for connecting:
from aiochclient import ChClient
from aiohttp import ClientSession
async def main():
async with ClientSession() as s:
client = ChClient(s)
assert await client.is_alive() # returns True if connection is Ok
Query examples
await client.execute(
"CREATE TABLE t (a UInt8, b Tuple(Date, Nullable(Float32))) ENGINE = Memory"
)
For INSERT queries you can pass values as *args
. Values should be iterables.
await client.execute(
"INSERT INTO t VALUES",
(1, (dt.date(2018, 9, 7), None)),
(2, (dt.date(2018, 9, 8), 3.14)),
)
For fetching all rows at once use fetch
method:
all_rows = await client.fetch("SELECT * FROM t")
For fetching first row from result use fetchone
method:
row = await client.fetchone("SELECT * FROM t WHERE a=1")
assert row == (1, (dt.date(2018, 9, 7), None))
You can also use fetchval
method, which returns
first value of the first row from query result:
val = await client.fetchval("SELECT b FROM t WHERE a=2")
assert val == (dt.date(2018, 9, 8), 3.14)
Async iteration on query results steam:
async for row in client.cursor(
"SELECT number, number*2 FROM system.numbers LIMIT 10000"
):
assert row[0] * 2 == row[1]
ChClient
returns rows as tuple
s.
Use fetch
/fetchrow
/fetchone
for SELECT queries
and execute
or any of last for INSERT and all another queries.
Types converting
aiochclient
automatically converts values to needed type both
from Clickhouse response and for client INSERT queries.
Clickhouse type | Python type |
---|---|
UInt8 |
int |
UInt16 |
int |
UInt32 |
int |
UInt64 |
int |
Int8 |
int |
Int16 |
int |
Int32 |
int |
Int64 |
int |
Float32 |
float |
Float64 |
float |
String |
str |
FixedString |
str |
Enum8 |
str |
Enum16 |
str |
Date |
dt.date |
DateTime |
da.datetime |
Tuple(T1, T2, ...) |
tuple(T1, T2, ...) |
Array(T) |
list(T) |
Nullable(T) |
None or T |
Nothing |
None |
Connection pool
If you use aiochclient
in web apps, you can limit connection pool size with
aiohttp.TCPConnector.
Project details
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