#!/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)