CODEWITHSUNDEEP
apache-flinkpyflink
yiksanchan
yiksanchan

Reputation: 1940

Flink: Not able to sink a stream into csv

I am trying to sink a stream into filesystem in csv format using PyFlink, however it does not work.

# stream_to_csv.py
from pyflink.table import EnvironmentSettings, StreamTableEnvironment

env_settings = EnvironmentSettings.new_instance().in_streaming_mode().use_blink_planner().build()
table_env = StreamTableEnvironment.create(environment_settings=env_settings)

table_env.execute_sql("""
    CREATE TABLE datagen (
        id INT,
        data STRING
    ) WITH (
        'connector' = 'datagen',
        'rows-per-second' = '1'
    )
""")

table_env.execute_sql("""
    CREATE TABLE print (
        id INT,
        data STRING
    ) WITH (
        'connector' = 'filesystem',
        'format' = 'csv',
        'path' = '/tmp/output'
    )
""")

table_env.execute_sql("""
INSERT INTO print
SELECT id, data
FROM datagen
""").wait()

To run the script:

$ python stream_to_csv.py

I expect records go to /tmp/output folder, however that doesn't happen.

$ ~ ls /tmp/output
(nothing shown here)

Anything I miss?

Upvotes: 2

Views: 1062

Answers (1)

yiksanchan
yiksanchan

Reputation: 1940

I shamelessly copy Dian Fu's reply in http://apache-flink-user-mailing-list-archive.2336050.n4.nabble.com/Flink-Not-able-to-sink-a-stream-into-csv-td43105.html.

You need to set the rolling policy for filesystem. You could refer to the Rolling Policy section [1] for more details.

Actually there are output and you could execute command ls -la /tmp/output/, then you will see several files named “.part-xxx”.

For your job, you need to set the execution.checkpointing.interval in the configuration and sink.rolling-policy.rollover-interval in the property of Filesystem connector.

The job will look like the following:

from pyflink.table import EnvironmentSettings, StreamTableEnvironment

env_settings = EnvironmentSettings.new_instance().in_streaming_mode().use_blink_planner().build()
table_env = StreamTableEnvironment.create(environment_settings=env_settings)
table_env.get_config().get_configuration().set_string("execution.checkpointing.interval", "10s")

table_env.execute_sql("""
    CREATE TABLE datagen (
        id INT,
        data STRING
    ) WITH (
        'connector' = 'datagen',
        'rows-per-second' = '1'
    )
""")

table_env.execute_sql("""
    CREATE TABLE print (
        id INT,
        data STRING
    ) WITH (
        'connector' = 'filesystem',
        'format' = 'csv',
        'path' = '/tmp/output',
        'sink.rolling-policy.rollover-interval' = '10s'
    )
""")

table_env.execute_sql("""
INSERT INTO print
SELECT id, data
FROM datagen
""").wait()

[1] https://ci.apache.org/projects/flink/flink-docs-release-1.12/dev/table/connectors/filesystem.html#rolling-policy

Upvotes: 1

Related Questions