testbed/dpkp__kafka-python/test/test_consumer_integration.py

import logging
import time

from mock import patch
import pytest
from kafka.vendor.six.moves import range

import kafka.codec
from kafka.errors import UnsupportedCodecError, UnsupportedVersionError
from kafka.structs import TopicPartition, OffsetAndTimestamp

from test.testutil import Timer, assert_message_count, env_kafka_version, random_string


@pytest.mark.skipif(not env_kafka_version(), reason="No KAFKA_VERSION set")
def test_kafka_version_infer(kafka_consumer_factory):
    consumer = kafka_consumer_factory()
    actual_ver_major_minor = env_kafka_version()[:2]
    client = consumer._client
    conn = list(client._conns.values())[0]
    inferred_ver_major_minor = conn.check_version()[:2]
    assert actual_ver_major_minor == inferred_ver_major_minor, \
        "Was expecting inferred broker version to be %s but was %s" % (actual_ver_major_minor, inferred_ver_major_minor)


@pytest.mark.skipif(not env_kafka_version(), reason="No KAFKA_VERSION set")
def test_kafka_consumer(kafka_consumer_factory, send_messages):
    """Test KafkaConsumer"""
    consumer = kafka_consumer_factory(auto_offset_reset='earliest')
    send_messages(range(0, 100), partition=0)
    send_messages(range(0, 100), partition=1)
    cnt = 0
    messages = {0: [], 1: []}
    for message in consumer:
        logging.debug("Consumed message %s", repr(message))
        cnt += 1
        messages[message.partition].append(message)
        if cnt >= 200:
            break

    assert_message_count(messages[0], 100)
    assert_message_count(messages[1], 100)


@pytest.mark.skipif(not env_kafka_version(), reason="No KAFKA_VERSION set")
def test_kafka_consumer_unsupported_encoding(
        topic, kafka_producer_factory, kafka_consumer_factory):
    # Send a compressed message
    producer = kafka_producer_factory(compression_type="gzip")
    fut = producer.send(topic, b"simple message" * 200)
    fut.get(timeout=5)
    producer.close()

    # Consume, but with the related compression codec not available
    with patch.object(kafka.codec, "has_gzip") as mocked:
        mocked.return_value = False
        consumer = kafka_consumer_factory(auto_offset_reset='earliest')
        error_msg = "Libraries for gzip compression codec not found"
        with pytest.raises(UnsupportedCodecError, match=error_msg):
            consumer.poll(timeout_ms=2000)


@pytest.mark.skipif(not env_kafka_version(), reason="No KAFKA_VERSION set")
def test_kafka_consumer__blocking(kafka_consumer_factory, topic, send_messages):
    TIMEOUT_MS = 500
    consumer = kafka_consumer_factory(auto_offset_reset='earliest',
                                    enable_auto_commit=False,
                                    consumer_timeout_ms=TIMEOUT_MS)

    # Manual assignment avoids overhead of consumer group mgmt
    consumer.unsubscribe()
    consumer.assign([TopicPartition(topic, 0)])

    # Ask for 5 messages, nothing in queue, block 500ms
    with Timer() as t:
        with pytest.raises(StopIteration):
            msg = next(consumer)
    assert t.interval >= (TIMEOUT_MS / 1000.0)

    send_messages(range(0, 10))

    # Ask for 5 messages, 10 in queue. Get 5 back, no blocking
    messages = []
    with Timer() as t:
        for i in range(5):
            msg = next(consumer)
            messages.append(msg)
    assert_message_count(messages, 5)
    assert t.interval < (TIMEOUT_MS / 1000.0)

    # Ask for 10 messages, get 5 back, block 500ms
    messages = []
    with Timer() as t:
        with pytest.raises(StopIteration):
            for i in range(10):
                msg = next(consumer)
                messages.append(msg)
    assert_message_count(messages, 5)
    assert t.interval >= (TIMEOUT_MS / 1000.0)


@pytest.mark.skipif(env_kafka_version() < (0, 8, 1), reason="Requires KAFKA_VERSION >= 0.8.1")
def test_kafka_consumer__offset_commit_resume(kafka_consumer_factory, send_messages):
    GROUP_ID = random_string(10)

    send_messages(range(0, 100), partition=0)
    send_messages(range(100, 200), partition=1)

    # Start a consumer and grab the first 180 messages
    consumer1 = kafka_consumer_factory(
        group_id=GROUP_ID,
        enable_auto_commit=True,
        auto_commit_interval_ms=100,
        auto_offset_reset='earliest',
    )
    output_msgs1 = []
    for _ in range(180):
        m = next(consumer1)
        output_msgs1.append(m)
    assert_message_count(output_msgs1, 180)

    # Normally we let the pytest fixture `kafka_consumer_factory` handle
    # closing as part of its teardown. Here we manually call close() to force
    # auto-commit to occur before the second consumer starts. That way the
    # second consumer only consumes previously unconsumed messages.
    consumer1.close()

    # Start a second consumer to grab 181-200
    consumer2 = kafka_consumer_factory(
        group_id=GROUP_ID,
        enable_auto_commit=True,
        auto_commit_interval_ms=100,
        auto_offset_reset='earliest',
    )
    output_msgs2 = []
    for _ in range(20):
        m = next(consumer2)
        output_msgs2.append(m)
    assert_message_count(output_msgs2, 20)

    # Verify the second consumer wasn't reconsuming messages that the first
    # consumer already saw
    assert_message_count(output_msgs1 + output_msgs2, 200)


@pytest.mark.skipif(env_kafka_version() < (0, 10, 1), reason="Requires KAFKA_VERSION >= 0.10.1")
def test_kafka_consumer_max_bytes_simple(kafka_consumer_factory, topic, send_messages):
    send_messages(range(100, 200), partition=0)
    send_messages(range(200, 300), partition=1)

    # Start a consumer
    consumer = kafka_consumer_factory(
        auto_offset_reset='earliest', fetch_max_bytes=300)
    seen_partitions = set()
    for i in range(90):
        poll_res = consumer.poll(timeout_ms=100)
        for partition, msgs in poll_res.items():
            for msg in msgs:
                seen_partitions.add(partition)

    # Check that we fetched at least 1 message from both partitions
    assert seen_partitions == {TopicPartition(topic, 0), TopicPartition(topic, 1)}


@pytest.mark.skipif(env_kafka_version() < (0, 10, 1), reason="Requires KAFKA_VERSION >= 0.10.1")
def test_kafka_consumer_max_bytes_one_msg(kafka_consumer_factory, send_messages):
    # We send to only 1 partition so we don't have parallel requests to 2
    # nodes for data.
    send_messages(range(100, 200))

    # Start a consumer. FetchResponse_v3 should always include at least 1
    # full msg, so by setting fetch_max_bytes=1 we should get 1 msg at a time
    # But 0.11.0.0 returns 1 MessageSet at a time when the messages are
    # stored in the new v2 format by the broker.
    #
    # DP Note: This is a strange test. The consumer shouldn't care
    # how many messages are included in a FetchResponse, as long as it is
    # non-zero. I would not mind if we deleted this test. It caused
    # a minor headache when testing 0.11.0.0.
    group = 'test-kafka-consumer-max-bytes-one-msg-' + random_string(5)
    consumer = kafka_consumer_factory(
        group_id=group,
        auto_offset_reset='earliest',
        consumer_timeout_ms=5000,
        fetch_max_bytes=1)

    fetched_msgs = [next(consumer) for i in range(10)]
    assert_message_count(fetched_msgs, 10)


@pytest.mark.skipif(env_kafka_version() < (0, 10, 1), reason="Requires KAFKA_VERSION >= 0.10.1")
def test_kafka_consumer_offsets_for_time(topic, kafka_consumer, kafka_producer):
    late_time = int(time.time()) * 1000
    middle_time = late_time - 1000
    early_time = late_time - 2000
    tp = TopicPartition(topic, 0)

    timeout = 10
    early_msg = kafka_producer.send(
        topic, partition=0, value=b"first",
        timestamp_ms=early_time).get(timeout)
    late_msg = kafka_producer.send(
        topic, partition=0, value=b"last",
        timestamp_ms=late_time).get(timeout)

    consumer = kafka_consumer
    offsets = consumer.offsets_for_times({tp: early_time})
    assert len(offsets) == 1
    assert offsets[tp].offset == early_msg.offset
    assert offsets[tp].timestamp == early_time

    offsets = consumer.offsets_for_times({tp: middle_time})
    assert offsets[tp].offset == late_msg.offset
    assert offsets[tp].timestamp == late_time

    offsets = consumer.offsets_for_times({tp: late_time})
    assert offsets[tp].offset == late_msg.offset
    assert offsets[tp].timestamp == late_time

    offsets = consumer.offsets_for_times({})
    assert offsets == {}

    # Out of bound timestamps check

    offsets = consumer.offsets_for_times({tp: 0})
    assert offsets[tp].offset == early_msg.offset
    assert offsets[tp].timestamp == early_time

    offsets = consumer.offsets_for_times({tp: 9999999999999})
    assert offsets[tp] is None

    # Beginning/End offsets

    offsets = consumer.beginning_offsets([tp])
    assert offsets == {tp: early_msg.offset}
    offsets = consumer.end_offsets([tp])
    assert offsets == {tp: late_msg.offset + 1}


@pytest.mark.skipif(env_kafka_version() < (0, 10, 1), reason="Requires KAFKA_VERSION >= 0.10.1")
def test_kafka_consumer_offsets_search_many_partitions(kafka_consumer, kafka_producer, topic):
    tp0 = TopicPartition(topic, 0)
    tp1 = TopicPartition(topic, 1)

    send_time = int(time.time() * 1000)
    timeout = 10
    p0msg = kafka_producer.send(
        topic, partition=0, value=b"XXX",
        timestamp_ms=send_time).get(timeout)
    p1msg = kafka_producer.send(
        topic, partition=1, value=b"XXX",
        timestamp_ms=send_time).get(timeout)

    consumer = kafka_consumer
    offsets = consumer.offsets_for_times({
        tp0: send_time,
        tp1: send_time
    })

    assert offsets == {
        tp0: OffsetAndTimestamp(p0msg.offset, send_time),
        tp1: OffsetAndTimestamp(p1msg.offset, send_time)
    }

    offsets = consumer.beginning_offsets([tp0, tp1])
    assert offsets == {
        tp0: p0msg.offset,
        tp1: p1msg.offset
    }

    offsets = consumer.end_offsets([tp0, tp1])
    assert offsets == {
        tp0: p0msg.offset + 1,
        tp1: p1msg.offset + 1
    }


@pytest.mark.skipif(env_kafka_version() >= (0, 10, 1), reason="Requires KAFKA_VERSION < 0.10.1")
def test_kafka_consumer_offsets_for_time_old(kafka_consumer, topic):
    consumer = kafka_consumer
    tp = TopicPartition(topic, 0)

    with pytest.raises(UnsupportedVersionError):
        consumer.offsets_for_times({tp: int(time.time())})


@pytest.mark.skipif(env_kafka_version() < (0, 10, 1), reason="Requires KAFKA_VERSION >= 0.10.1")
def test_kafka_consumer_offsets_for_times_errors(kafka_consumer_factory, topic):
    consumer = kafka_consumer_factory(fetch_max_wait_ms=200,
                                      request_timeout_ms=500)
    tp = TopicPartition(topic, 0)
    bad_tp = TopicPartition(topic, 100)

    with pytest.raises(ValueError):
        consumer.offsets_for_times({tp: -1})

    assert consumer.offsets_for_times({bad_tp: 0}) == {bad_tp: None}