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()

# test table without partition
client.query("DROP TABLE IF EXISTS t_async_insert_dedup_no_part NO DELAY")
client.query(
    """
CREATE TABLE t_async_insert_dedup_no_part (
KeyID     UInt32
) Engine = ReplicatedMergeTree('/clickhouse/tables/{shard}/{database}/t_async_insert_dedup', '{replica}')
ORDER BY (KeyID)
"""
)

client.query(
    "insert into t_async_insert_dedup_no_part values (1), (2), (3), (4), (5)",
    settings={
        "async_insert": 1,
        "wait_for_async_insert": 1,
        "insert_keeper_fault_injection_probability": 0,
    },
)
result = client.query("select count(*) from t_async_insert_dedup_no_part")
print(result, flush=True)
client.query("DROP TABLE IF EXISTS t_async_insert_dedup_no_part NO DELAY")


# 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,
                "async_insert_deduplicate": 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) SETTINGS use_async_block_ids_cache = 1
"""
)

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()

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 = ""
    if len(result) != total_number:
        err = True
        errMsg = f"the size of result is {len(result)}. we expect {total_number}."
    else:
        for i in range(total_number):
            expect = str(i + 1)
            real = result[i]
            if expect != real:
                err = True
                errMsg = f"error, real value {real} is not equal to expect value {expect} for {i}-th elements"
                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

result = client.query(
    "SELECT value FROM system.metrics  where metric = 'AsyncInsertCacheSize'"
)
result = int(result.split()[0])
if result <= 0:
    raise Exception(f"AsyncInsertCacheSize should > 0, but got {result}")
result = client.query(
    "SELECT value FROM system.events  where event = 'AsyncInsertCacheHits'"
)
result = int(result.split()[0])
if result <= 0:
    raise Exception(f"AsyncInsertCacheHits should > 0, but got {result}")

client.query("DROP TABLE IF EXISTS t_async_insert_dedup NO DELAY")

os._exit(os.EX_OK)