ClickHouse/tests/integration/test_profile_events_s3/test.py

import logging
import random
import string
import time
import re
import requests

import pytest
from helpers.cluster import ClickHouseCluster

logging.getLogger().setLevel(logging.INFO)
logging.getLogger().addHandler(logging.StreamHandler())


@pytest.fixture(scope="module")
def cluster():
    try:
        cluster = ClickHouseCluster(__file__)

        cluster.add_instance("node", config_dir="configs", with_minio=True)

        logging.info("Starting cluster...")
        cluster.start()
        logging.info("Cluster started")

        yield cluster
    finally:
        cluster.shutdown()


init_list = {
    "S3ReadMicroseconds" : 0,
    "S3ReadBytes" : 0,
    "S3ReadRequestsCount" : 0,
    "S3ReadRequestsErrorsTotal" : 0,
    "S3ReadRequestsErrors503" : 0,
    "S3ReadRequestsRedirects" : 0,
    "S3WriteMicroseconds" : 0,
    "S3WriteBytes" : 0,
    "S3WriteRequestsCount" : 0,
    "S3WriteRequestsErrorsTotal" : 0,
    "S3WriteRequestsErrors503" : 0,
    "S3WriteRequestsRedirects" : 0,
}

def get_s3_events(instance):
    result = init_list.copy()
    events = instance.query("SELECT event,value FROM system.events WHERE event LIKE 'S3%'").split("\n")
    for event in events:
        ev = event.split("\t")
        if len(ev) == 2:
            result[ev[0]] = int(ev[1])
    return result


def get_minio_stat(cluster):
    result = {
        "get_requests" : 0,
        "set_requests" : 0,
        "errors" : 0,
        "rx_bytes" : 0,
        "tx_bytes" : 0,
    }
    stat = requests.get(url="http://{}:{}/minio/prometheus/metrics".format("localhost", cluster.minio_port)).text.split("\n")
    for line in stat:
        x = re.search("s3_requests_total(\{.*\})?\s(\d+)(\s.*)?", line)
        if x != None:
            y = re.search(".*api=\"(get|list|head|select).*", x.group(1))
            if y != None:
                result["get_requests"] += int(x.group(2))
            else:
                result["set_requests"] += int(x.group(2))
        x = re.search("s3_errors_total(\{.*\})?\s(\d+)(\s.*)?", line)
        if x != None:
            result["errors"] += int(x.group(2))
        x = re.search("s3_rx_bytes_total(\{.*\})?\s([\d\.e\+\-]+)(\s.*)?", line)
        if x != None:
            result["tx_bytes"] += float(x.group(2))
        x = re.search("s3_tx_bytes_total(\{.*\})?\s([\d\.e\+\-]+)(\s.*)?", line)
        if x != None:
            result["rx_bytes"] += float(x.group(2))
    return result


def get_query_stat(instance, hint):
    result = init_list.copy()
    instance.query("SYSTEM FLUSH LOGS")
    events = instance.query('''
        SELECT ProfileEvents.Names, ProfileEvents.Values
        FROM system.query_log
        ARRAY JOIN ProfileEvents
        WHERE type != 1 AND query LIKE '%{}%'
        '''.format(hint.replace("'", "\\'"))).split("\n")
    for event in events:
        ev = event.split("\t")
        if len(ev) == 2:
            if ev[0].startswith("S3"):
                result[ev[0]] += int(ev[1])
    return result


def get_minio_size(cluster):
    minio = cluster.minio_client
    size = 0
    for obj in minio.list_objects(cluster.minio_bucket, 'data/'):
        size += obj.size
    return size


def test_profile_events(cluster):
    instance = cluster.instances["node"]

    instance.query("SYSTEM FLUSH LOGS")

    instance.query("DROP TABLE IF EXISTS test_s3.test_s3")
    instance.query("DROP DATABASE IF EXISTS test_s3")
    instance.query("CREATE DATABASE IF NOT EXISTS test_s3")

    metrics0 = get_s3_events(instance)
    minio0 = get_minio_stat(cluster)

    query1 = "CREATE TABLE test_s3.test_s3 (key UInt32, value UInt32) ENGINE=MergeTree PRIMARY KEY key ORDER BY key SETTINGS storage_policy='s3'"
    instance.query(query1)

    size1 = get_minio_size(cluster)
    metrics1 = get_s3_events(instance)
    minio1 = get_minio_stat(cluster)

    assert metrics1["S3ReadRequestsCount"] - metrics0["S3ReadRequestsCount"] == minio1["get_requests"] - minio0["get_requests"] - 1 # 1 from get_minio_size
    assert metrics1["S3WriteRequestsCount"] - metrics0["S3WriteRequestsCount"] == minio1["set_requests"] - minio0["set_requests"]
    stat1 = get_query_stat(instance, query1)
    for metric in stat1:
        assert stat1[metric] == metrics1[metric] - metrics0[metric]
    assert metrics1["S3WriteBytes"] - metrics0["S3WriteBytes"] == size1

    query2 = "INSERT INTO test_s3.test_s3 FORMAT Values"
    instance.query(query2 + " (1,1)")

    size2 = get_minio_size(cluster)
    metrics2 = get_s3_events(instance)
    minio2 = get_minio_stat(cluster)

    assert metrics2["S3ReadRequestsCount"] - metrics1["S3ReadRequestsCount"] == minio2["get_requests"] - minio1["get_requests"] - 1 # 1 from get_minio_size
    assert metrics2["S3WriteRequestsCount"] - metrics1["S3WriteRequestsCount"] == minio2["set_requests"] - minio1["set_requests"]
    stat2 = get_query_stat(instance, query2)
    for metric in stat2:
        assert stat2[metric] == metrics2[metric] - metrics1[metric]
    assert metrics2["S3WriteBytes"] - metrics1["S3WriteBytes"] == size2 - size1

    query3 = "SELECT * from test_s3.test_s3"
    assert instance.query(query3) == "1\t1\n"

    metrics3 = get_s3_events(instance)
    minio3 = get_minio_stat(cluster)

    assert metrics3["S3ReadRequestsCount"] - metrics2["S3ReadRequestsCount"] == minio3["get_requests"] - minio2["get_requests"]
    assert metrics3["S3WriteRequestsCount"] - metrics2["S3WriteRequestsCount"] == minio3["set_requests"] - minio2["set_requests"]
    stat3 = get_query_stat(instance, query3)
    for metric in stat3:
        assert stat3[metric] == metrics3[metric] - metrics2[metric]