ClickHouse/tests/queries/0_stateless/02481_async_insert_dedup.python

#!/usr/bin/env python3

import os
import sys
import random
import queue
import time
from threading import Thread

CURDIR = os.path.dirname(os.path.realpath(__file__))
sys.path.insert(0, os.path.join(CURDIR, 'helpers'))

from pure_http_client import ClickHouseClient

client = ClickHouseClient()

# generate data and push to queue
def generate_data(q, total_number):
    old_data = []
    max_chunk_size = 30
    partitions = ['2022-11-11 10:10:10', '2022-12-12 10:10:10']
    last_number = 0
    while True:
        dup_simulate = random.randint(0,3)
        # insert old data randomly. 25% of them are dup.
        if dup_simulate == 0:
            last_idx = len(old_data)-1
            if last_idx < 0:
                continue
            idx = last_idx - random.randint(0, 50)
            if idx < 0:
                idx = 0
            q.put(old_data[idx])
        else:
            # insert new data.
            chunk_size = random.randint(1, max_chunk_size)
            insert_stmt = "insert into t_async_insert_dedup values "
            start = last_number + 1
            end = start + chunk_size
            if end > total_number:
                end = total_number
            for i in range(start, end+1):
                partition = partitions[random.randint(0, 1)]
                insert_stmt += "('{}', {}),".format(partition, i)
            insert_stmt = insert_stmt[:-1]
            q.put(insert_stmt)
            old_data.append(insert_stmt)
            last_number = end
            if end >= total_number:
                break
    # wait all the tasks is done.
    q.join()

def fetch_and_insert_data(q, client):
    while True:
        insert = q.get()
        client.query(insert, settings = {"async_insert": 1, "wait_for_async_insert": 0, "async_insert_busy_timeout_ms": 1500, "insert_keeper_fault_injection_probability": 0})
        q.task_done()
        sleep_time = random.randint(50, 500)
        time.sleep(sleep_time/1000.0)

# main process
client.query("DROP TABLE IF EXISTS t_async_insert_dedup NO DELAY")
client.query('''
CREATE TABLE t_async_insert_dedup (
EventDate DateTime,
KeyID     UInt32
) Engine = ReplicatedMergeTree('/clickhouse/tables/{shard}/{database}/t_async_insert_dedup', '{replica}')
PARTITION BY toYYYYMM(EventDate)
ORDER BY (KeyID, EventDate)
''')

q = queue.Queue(100)
total_number = 10000

gen = Thread(target = generate_data, args = [q, total_number])
gen.start()

for i in range(3):
    insert = Thread(target = fetch_and_insert_data, args = [q, client])
    insert.start()

gen.join()


#result = client.query("select count(*) from t_async_insert_dedup")
#print(result, flush=True)

retry = 0

while (True):
    time.sleep(5)
    result = client.query("select KeyID from t_async_insert_dedup order by KeyID")
    result = result.split()
    err = False
    errMsg = ""
    for i in range(total_number):
        expect = str(i+1)
        real = result[i]
        if expect != real:
            err = True
            errMsg = "error, {} is not equal to {} for {}-th elements, total rows is {}".format(real, expect, i, len(result))
            break
    # retry several times to get stable results.
    if err and retry >= 5:
        print (errMsg, flush=True)
    elif err:
        retry += 1
        continue
    else:
        print(len(result), flush=True)
    break
client.query("DROP TABLE IF EXISTS t_async_insert_dedup NO DELAY")

os._exit(os.EX_OK)