ClickHouse/tests/queries/0_stateless/02473_multistep_split_prewhere.python

#!/usr/bin/env python3
import requests
import os
import sys

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

from pure_http_client import ClickHouseClient


class Tester:
    """
    - Creates test table with multiple integer columns
    - Runs read queries with multiple range conditions on different columns in PREWHERE and check that the result is correct
    """

    def __init__(self, session, url, index_granularity, total_rows):
        self.session = session
        self.url = url
        self.index_granularity = index_granularity
        self.total_rows = total_rows
        self.reported_errors = set()
        self.repro_queries = []

    def report_error(self):
        print("Repro steps:", "\n\n\t".join(self.repro_queries))
        exit(1)

    def query(self, query_text, include_in_repro_steps=True, expected_data=None):
        self.repro_queries.append(query_text)
        resp = self.session.post(self.url, data=query_text)
        if resp.status_code != 200:
            # Group similar errors
            error = resp.text[0:40]
            if error not in self.reported_errors:
                self.reported_errors.add(error)
                print("Code:", resp.status_code)
                print("Result:", resp.text)
                self.report_error()

        result = resp.text
        # Check that the result is as expected
        if (not expected_data is None) and (int(result) != len(expected_data)):
            print("Expected {} rows, got {}".format(len(expected_data), result))
            print("Expected data:" + str(expected_data))
            self.report_error()

        if not include_in_repro_steps:
            self.repro_queries.pop()

    def check_data(
        self, all_data, c_range_start, c_range_end, d_range_start, d_range_end
    ):
        for to_select in [
            "count()",
            "sum(e)",
        ]:  # Test reading with and without column with default value
            self.query("SELECT {} FROM tab_02473;".format(to_select), False, all_data)

            delta = 10
            for b_range_start in [0, delta]:
                for b_range_end in [self.total_rows - delta]:  # , self.total_rows]:
                    expected = all_data[
                        (all_data.a == 0)
                        & (all_data.b > b_range_start)
                        & (all_data.b <= b_range_end)
                    ]
                    self.query(
                        "SELECT {} from tab_02473 PREWHERE b > {} AND b <= {} WHERE a == 0;".format(
                            to_select, b_range_start, b_range_end
                        ),
                        False,
                        expected,
                    )

                    expected = all_data[
                        (all_data.a == 0)
                        & (all_data.b > b_range_start)
                        & (all_data.b <= b_range_end)
                        & (all_data.c > c_range_start)
                        & (all_data.c <= c_range_end)
                    ]
                    self.query(
                        "SELECT {} from tab_02473 PREWHERE b > {} AND b <= {} AND c > {} AND c <= {} WHERE a == 0;".format(
                            to_select,
                            b_range_start,
                            b_range_end,
                            c_range_start,
                            c_range_end,
                        ),
                        False,
                        expected,
                    )

                    expected = all_data[
                        (all_data.a == 0)
                        & (all_data.b > b_range_start)
                        & (all_data.b <= b_range_end)
                        & (all_data.c > c_range_start)
                        & (all_data.c <= c_range_end)
                        & (all_data.d > d_range_start)
                        & (all_data.d <= d_range_end)
                    ]
                    self.query(
                        "SELECT {} from tab_02473 PREWHERE b > {} AND b <= {} AND c > {} AND c <= {} AND d > {} AND d <= {} WHERE a == 0;".format(
                            to_select,
                            b_range_start,
                            b_range_end,
                            c_range_start,
                            c_range_end,
                            d_range_start,
                            d_range_end,
                        ),
                        False,
                        expected,
                    )

    def run_test(self, c_range_start, c_range_end, d_range_start, d_range_end):
        self.repro_queries = []

        self.query(
            """
            CREATE TABLE tab_02473 (a Int8, b Int32, c Int32, d Int32, PRIMARY KEY (a))
            ENGINE = MergeTree() ORDER BY (a, b)
            SETTINGS min_bytes_for_wide_part = 0, index_granularity = {};""".format(
                self.index_granularity
            )
        )

        self.query(
            "INSERT INTO tab_02473 select 0, number+1, number+1, number+1 FROM numbers({});".format(
                self.total_rows
            )
        )

        client = ClickHouseClient()
        all_data = client.query_return_df(
            "SELECT a, b, c, d, 1 as e FROM tab_02473 FORMAT TabSeparatedWithNames;"
        )

        self.query("OPTIMIZE TABLE tab_02473 FINAL SETTINGS mutations_sync=2;")

        # After all data has been written add a column with default value
        self.query("ALTER TABLE tab_02473 ADD COLUMN e Int64 DEFAULT 1;")

        self.check_data(
            all_data, c_range_start, c_range_end, d_range_start, d_range_end
        )

        self.query("DROP TABLE tab_02473;")


def main():
    # Enable multiple prewhere read steps
    url = (
        os.environ["CLICKHOUSE_URL"]
        + "&enable_multiple_prewhere_read_steps=1&move_all_conditions_to_prewhere=0&max_threads=1"
    )

    default_index_granularity = 10
    total_rows = 8 * default_index_granularity
    step = default_index_granularity
    session = requests.Session()
    for index_granularity in [default_index_granularity - 1, default_index_granularity]:
        tester = Tester(session, url, index_granularity, total_rows)
        # Test combinations of ranges of columns c and d
        for c_range_start in range(0, total_rows, int(2.3 * step)):
            for c_range_end in range(
                c_range_start + 3 * step, total_rows, int(2.1 * step)
            ):
                for d_range_start in range(
                    int(0.5 * step), total_rows, int(2.7 * step)
                ):
                    for d_range_end in range(
                        d_range_start + 3 * step, total_rows, int(2.2 * step)
                    ):
                        tester.run_test(
                            c_range_start, c_range_end, d_range_start, d_range_end
                        )


if __name__ == "__main__":
    main()