ClickHouse/tests/integration/test_s3_cluster/test.py

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import csv
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import logging
import os
import shutil
import time
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from email.errors import HeaderParseError
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import pytest
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from helpers.cluster import ClickHouseCluster
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from helpers.mock_servers import start_mock_servers
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from helpers.test_tools import TSV
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logging.getLogger().setLevel(logging.INFO)
logging.getLogger().addHandler(logging.StreamHandler())
SCRIPT_DIR = os.path.dirname(os.path.realpath(__file__))
S3_DATA = [
"data/clickhouse/part1.csv",
"data/clickhouse/part123.csv",
"data/database/part2.csv",
"data/database/partition675.csv",
]
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def create_buckets_s3(cluster):
minio = cluster.minio_client
for file_number in range(100):
file_name = f"data/generated/file_{file_number}.csv"
os.makedirs(os.path.join(SCRIPT_DIR, "data/generated/"), exist_ok=True)
S3_DATA.append(file_name)
with open(os.path.join(SCRIPT_DIR, file_name), "w+", encoding="utf-8") as f:
# a String, b UInt64
data = []
# Make all files a bit different
for number in range(100 + file_number):
data.append(
["str_" + str(number + file_number) * 10, number + file_number]
)
writer = csv.writer(f)
writer.writerows(data)
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for file in S3_DATA:
minio.fput_object(
bucket_name=cluster.minio_bucket,
object_name=file,
file_path=os.path.join(SCRIPT_DIR, file),
)
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for obj in minio.list_objects(cluster.minio_bucket, recursive=True):
print(obj.object_name)
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def run_s3_mocks(started_cluster):
script_dir = os.path.join(os.path.dirname(__file__), "s3_mocks")
start_mock_servers(
started_cluster,
script_dir,
[
("s3_mock.py", "resolver", "8080"),
],
)
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@pytest.fixture(scope="module")
def started_cluster():
try:
cluster = ClickHouseCluster(__file__)
cluster.add_instance(
"s0_0_0",
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main_configs=["configs/cluster.xml", "configs/named_collections.xml"],
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user_configs=["configs/users.xml"],
macros={"replica": "node1", "shard": "shard1"},
with_minio=True,
with_zookeeper=True,
)
cluster.add_instance(
"s0_0_1",
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main_configs=["configs/cluster.xml", "configs/named_collections.xml"],
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user_configs=["configs/users.xml"],
macros={"replica": "replica2", "shard": "shard1"},
with_zookeeper=True,
)
cluster.add_instance(
"s0_1_0",
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main_configs=["configs/cluster.xml", "configs/named_collections.xml"],
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user_configs=["configs/users.xml"],
macros={"replica": "replica1", "shard": "shard2"},
with_zookeeper=True,
)
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logging.info("Starting cluster...")
cluster.start()
logging.info("Cluster started")
create_buckets_s3(cluster)
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run_s3_mocks(cluster)
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yield cluster
finally:
shutil.rmtree(os.path.join(SCRIPT_DIR, "data/generated/"))
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cluster.shutdown()
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def test_select_all(started_cluster):
node = started_cluster.instances["s0_0_0"]
pure_s3 = node.query(
"""
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SELECT * from s3(
'http://minio1:9001/root/data/{clickhouse,database}/*',
'minio', 'minio123', 'CSV',
'name String, value UInt32, polygon Array(Array(Tuple(Float64, Float64)))')
ORDER BY (name, value, polygon)"""
)
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# print(pure_s3)
s3_distributed = node.query(
"""
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SELECT * from s3Cluster(
'cluster_simple',
'http://minio1:9001/root/data/{clickhouse,database}/*', 'minio', 'minio123', 'CSV',
'name String, value UInt32, polygon Array(Array(Tuple(Float64, Float64)))') ORDER BY (name, value, polygon)"""
)
# print(s3_distributed)
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assert TSV(pure_s3) == TSV(s3_distributed)
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def test_count(started_cluster):
node = started_cluster.instances["s0_0_0"]
pure_s3 = node.query(
"""
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SELECT count(*) from s3(
'http://minio1:9001/root/data/{clickhouse,database}/*',
'minio', 'minio123', 'CSV',
'name String, value UInt32, polygon Array(Array(Tuple(Float64, Float64)))')"""
)
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# print(pure_s3)
s3_distributed = node.query(
"""
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SELECT count(*) from s3Cluster(
'cluster_simple', 'http://minio1:9001/root/data/{clickhouse,database}/*',
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'minio', 'minio123', 'CSV',
'name String, value UInt32, polygon Array(Array(Tuple(Float64, Float64)))')"""
)
# print(s3_distributed)
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assert TSV(pure_s3) == TSV(s3_distributed)
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def test_count_macro(started_cluster):
node = started_cluster.instances["s0_0_0"]
s3_macro = node.query(
"""
SELECT count(*) from s3Cluster(
'{default_cluster_macro}', 'http://minio1:9001/root/data/{clickhouse,database}/*',
'minio', 'minio123', 'CSV',
'name String, value UInt32, polygon Array(Array(Tuple(Float64, Float64)))')"""
)
# print(s3_distributed)
s3_distributed = node.query(
"""
SELECT count(*) from s3Cluster(
'cluster_simple', 'http://minio1:9001/root/data/{clickhouse,database}/*',
'minio', 'minio123', 'CSV',
'name String, value UInt32, polygon Array(Array(Tuple(Float64, Float64)))')"""
)
# print(s3_distributed)
assert TSV(s3_macro) == TSV(s3_distributed)
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def test_union_all(started_cluster):
node = started_cluster.instances["s0_0_0"]
pure_s3 = node.query(
"""
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SELECT * FROM
(
SELECT * from s3(
'http://minio1:9001/root/data/{clickhouse,database}/*',
'minio', 'minio123', 'CSV',
'name String, value UInt32, polygon Array(Array(Tuple(Float64, Float64)))')
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UNION ALL
SELECT * from s3(
'http://minio1:9001/root/data/{clickhouse,database}/*',
'minio', 'minio123', 'CSV',
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'name String, value UInt32, polygon Array(Array(Tuple(Float64, Float64)))')
)
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ORDER BY (name, value, polygon)
"""
)
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# print(pure_s3)
s3_distributed = node.query(
"""
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SELECT * FROM
(
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SELECT * from s3Cluster(
'cluster_simple',
'http://minio1:9001/root/data/{clickhouse,database}/*', 'minio', 'minio123', 'CSV',
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'name String, value UInt32, polygon Array(Array(Tuple(Float64, Float64)))')
UNION ALL
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SELECT * from s3Cluster(
'cluster_simple',
'http://minio1:9001/root/data/{clickhouse,database}/*', 'minio', 'minio123', 'CSV',
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'name String, value UInt32, polygon Array(Array(Tuple(Float64, Float64)))')
)
ORDER BY (name, value, polygon)
"""
)
# print(s3_distributed)
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assert TSV(pure_s3) == TSV(s3_distributed)
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def test_wrong_cluster(started_cluster):
node = started_cluster.instances["s0_0_0"]
error = node.query_and_get_error(
"""
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SELECT count(*) from s3Cluster(
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'non_existent_cluster',
'http://minio1:9001/root/data/{clickhouse,database}/*',
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'minio', 'minio123', 'CSV', 'name String, value UInt32, polygon Array(Array(Tuple(Float64, Float64)))')
UNION ALL
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SELECT count(*) from s3Cluster(
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'non_existent_cluster',
'http://minio1:9001/root/data/{clickhouse,database}/*',
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'minio', 'minio123', 'CSV', 'name String, value UInt32, polygon Array(Array(Tuple(Float64, Float64)))')
"""
)
assert "not found" in error
def test_ambiguous_join(started_cluster):
node = started_cluster.instances["s0_0_0"]
result = node.query(
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"""
SELECT l.name, r.value from s3Cluster(
'cluster_simple',
'http://minio1:9001/root/data/{clickhouse,database}/*', 'minio', 'minio123', 'CSV',
'name String, value UInt32, polygon Array(Array(Tuple(Float64, Float64)))') as l
JOIN s3Cluster(
'cluster_simple',
'http://minio1:9001/root/data/{clickhouse,database}/*', 'minio', 'minio123', 'CSV',
'name String, value UInt32, polygon Array(Array(Tuple(Float64, Float64)))') as r
ON l.name = r.name
"""
)
assert "AMBIGUOUS_COLUMN_NAME" not in result
def test_skip_unavailable_shards(started_cluster):
node = started_cluster.instances["s0_0_0"]
result = node.query(
"""
SELECT count(*) from s3Cluster(
'cluster_non_existent_port',
'http://minio1:9001/root/data/clickhouse/part1.csv',
'minio', 'minio123', 'CSV', 'name String, value UInt32, polygon Array(Array(Tuple(Float64, Float64)))')
SETTINGS skip_unavailable_shards = 1
"""
)
assert result == "10\n"
def test_unset_skip_unavailable_shards(started_cluster):
# Although skip_unavailable_shards is not set, cluster table functions should always skip unavailable shards.
node = started_cluster.instances["s0_0_0"]
result = node.query(
"""
SELECT count(*) from s3Cluster(
'cluster_non_existent_port',
'http://minio1:9001/root/data/clickhouse/part1.csv',
'minio', 'minio123', 'CSV', 'name String, value UInt32, polygon Array(Array(Tuple(Float64, Float64)))')
"""
)
assert result == "10\n"
def test_distributed_insert_select_with_replicated(started_cluster):
first_replica_first_shard = started_cluster.instances["s0_0_0"]
second_replica_first_shard = started_cluster.instances["s0_0_1"]
first_replica_first_shard.query(
"""DROP TABLE IF EXISTS insert_select_replicated_local ON CLUSTER 'first_shard' SYNC;"""
)
first_replica_first_shard.query(
"""
CREATE TABLE insert_select_replicated_local ON CLUSTER 'first_shard' (a String, b UInt64)
ENGINE=ReplicatedMergeTree('/clickhouse/tables/{shard}/insert_select_with_replicated', '{replica}')
ORDER BY (a, b);
"""
)
for replica in [first_replica_first_shard, second_replica_first_shard]:
replica.query(
"""
SYSTEM STOP FETCHES;
"""
)
replica.query(
"""
SYSTEM STOP MERGES;
"""
)
first_replica_first_shard.query(
"""
INSERT INTO insert_select_replicated_local SELECT * FROM s3Cluster(
'first_shard',
'http://minio1:9001/root/data/generated/*.csv', 'minio', 'minio123', 'CSV','a String, b UInt64'
) SETTINGS parallel_distributed_insert_select=1;
"""
)
for replica in [first_replica_first_shard, second_replica_first_shard]:
replica.query(
"""
SYSTEM FLUSH LOGS;
"""
)
assert (
int(
second_replica_first_shard.query(
"""SELECT count(*) FROM system.query_log WHERE not is_initial_query and query ilike '%s3Cluster%';"""
).strip()
)
!= 0
)
# Check whether we inserted at least something
assert (
int(
second_replica_first_shard.query(
"""SELECT count(*) FROM insert_select_replicated_local;"""
).strip()
)
!= 0
)
first_replica_first_shard.query(
"""DROP TABLE IF EXISTS insert_select_replicated_local ON CLUSTER 'first_shard' SYNC;"""
)
def test_parallel_distributed_insert_select_with_schema_inference(started_cluster):
node = started_cluster.instances["s0_0_0"]
node.query(
"""DROP TABLE IF EXISTS parallel_insert_select ON CLUSTER 'first_shard' SYNC;"""
)
node.query(
"""
CREATE TABLE parallel_insert_select ON CLUSTER 'first_shard' (a String, b UInt64)
ENGINE=ReplicatedMergeTree('/clickhouse/tables/{shard}/insert_select_with_replicated', '{replica}')
ORDER BY (a, b);
"""
)
node.query(
"""
INSERT INTO parallel_insert_select SELECT * FROM s3Cluster(
'first_shard',
'http://minio1:9001/root/data/generated/*.csv', 'minio', 'minio123', 'CSV'
) SETTINGS parallel_distributed_insert_select=1, use_structure_from_insertion_table_in_table_functions=0;
"""
)
node.query("SYSTEM SYNC REPLICA parallel_insert_select")
actual_count = int(
node.query(
"SELECT count() FROM s3('http://minio1:9001/root/data/generated/*.csv', 'minio', 'minio123', 'CSV','a String, b UInt64')"
)
)
count = int(node.query("SELECT count() FROM parallel_insert_select"))
assert count == actual_count
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def test_cluster_with_header(started_cluster):
node = started_cluster.instances["s0_0_0"]
assert (
node.query(
"SELECT * from s3('http://resolver:8080/bucket/key.csv', headers(MyCustomHeader = 'SomeValue'))"
)
== "SomeValue\n"
)
assert (
node.query(
"SELECT * from s3('http://resolver:8080/bucket/key.csv', headers(MyCustomHeader = 'SomeValue'), 'CSV')"
)
== "SomeValue\n"
)
assert (
node.query(
"SELECT * from s3Cluster('cluster_simple', 'http://resolver:8080/bucket/key.csv', headers(MyCustomHeader = 'SomeValue'))"
)
== "SomeValue\n"
)
assert (
node.query(
"SELECT * from s3Cluster('cluster_simple', 'http://resolver:8080/bucket/key.csv', headers(MyCustomHeader = 'SomeValue'), 'CSV')"
)
== "SomeValue\n"
)
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def test_cluster_with_named_collection(started_cluster):
node = started_cluster.instances["s0_0_0"]
pure_s3 = node.query("""SELECT * from s3(test_s3) ORDER BY (c1, c2, c3)""")
s3_cluster = node.query(
"""SELECT * from s3Cluster(cluster_simple, test_s3) ORDER BY (c1, c2, c3)"""
)
assert TSV(pure_s3) == TSV(s3_cluster)
s3_cluster = node.query(
"""SELECT * from s3Cluster(cluster_simple, test_s3, structure='auto') ORDER BY (c1, c2, c3)"""
)
assert TSV(pure_s3) == TSV(s3_cluster)
def test_cluster_format_detection(started_cluster):
node = started_cluster.instances["s0_0_0"]
expected_desc_result = node.query(
"desc s3('http://minio1:9001/root/data/generated/*', 'minio', 'minio123', 'CSV')"
)
desc_result = node.query(
"desc s3('http://minio1:9001/root/data/generated/*', 'minio', 'minio123')"
)
assert expected_desc_result == desc_result
expected_result = node.query(
"SELECT * FROM s3('http://minio1:9001/root/data/generated/*', 'minio', 'minio123', 'CSV', 'a String, b UInt64') order by a, b"
)
result = node.query(
"SELECT * FROM s3Cluster(cluster_simple, 'http://minio1:9001/root/data/generated/*', 'minio', 'minio123') order by c1, c2"
)
assert result == expected_result
result = node.query(
"SELECT * FROM s3Cluster(cluster_simple, 'http://minio1:9001/root/data/generated/*', 'minio', 'minio123', auto, 'a String, b UInt64') order by a, b"
)
assert result == expected_result
def test_cluster_default_expression(started_cluster):
node = started_cluster.instances["s0_0_0"]
node.query(
"insert into function s3('http://minio1:9001/root/data/data1', 'minio', 'minio123', JSONEachRow) select 1 as id settings s3_truncate_on_insert=1"
)
node.query(
"insert into function s3('http://minio1:9001/root/data/data2', 'minio', 'minio123', JSONEachRow) select * from numbers(0) settings s3_truncate_on_insert=1"
)
node.query(
"insert into function s3('http://minio1:9001/root/data/data3', 'minio', 'minio123', JSONEachRow) select 2 as id settings s3_truncate_on_insert=1"
)
expected_result = node.query(
"SELECT * FROM s3('http://minio1:9001/root/data/data{1,2,3}', 'minio', 'minio123', 'JSONEachRow', 'id UInt32, date Date DEFAULT 18262') order by id"
)
result = node.query(
"SELECT * FROM s3Cluster(cluster_simple, 'http://minio1:9001/root/data/data{1,2,3}', 'minio', 'minio123', 'JSONEachRow', 'id UInt32, date Date DEFAULT 18262') order by id"
)
assert result == expected_result
result = node.query(
"SELECT * FROM s3Cluster(cluster_simple, 'http://minio1:9001/root/data/data{1,2,3}', 'minio', 'minio123', 'auto', 'id UInt32, date Date DEFAULT 18262') order by id"
)
assert result == expected_result
result = node.query(
"SELECT * FROM s3Cluster(cluster_simple, 'http://minio1:9001/root/data/data{1,2,3}', 'minio', 'minio123', 'JSONEachRow', 'id UInt32, date Date DEFAULT 18262', 'auto') order by id"
)
assert result == expected_result
result = node.query(
"SELECT * FROM s3Cluster(cluster_simple, 'http://minio1:9001/root/data/data{1,2,3}', 'minio', 'minio123', 'auto', 'id UInt32, date Date DEFAULT 18262', 'auto') order by id"
)
assert result == expected_result
result = node.query(
"SELECT * FROM s3Cluster(cluster_simple, test_s3_with_default) order by id"
)
assert result == expected_result