|
| 1 | +import dataclasses |
| 2 | +import logging |
| 3 | + |
| 4 | +from pathlib import Path |
| 5 | + |
| 6 | +from pyflink.common import Types |
| 7 | +from pyflink.datastream import StreamExecutionEnvironment |
| 8 | +from pyflink.datastream.connectors.jdbc import JdbcSink, JdbcConnectionOptions, JdbcExecutionOptions |
| 9 | + |
| 10 | + |
| 11 | +logger = logging.getLogger(__name__) |
| 12 | + |
| 13 | +JARS_PATH = Path(__file__).parent / 'jars' |
| 14 | + |
| 15 | + |
| 16 | +@dataclasses.dataclass |
| 17 | +class Person: |
| 18 | + name: str |
| 19 | + age: int |
| 20 | + |
| 21 | + |
| 22 | +def main(): |
| 23 | + |
| 24 | + env = StreamExecutionEnvironment.get_execution_environment() |
| 25 | + jars = list(map(lambda x: 'file://' + str(x), (JARS_PATH.glob('*.jar')))) |
| 26 | + env.add_jars(*jars) |
| 27 | + |
| 28 | + # Define source data. |
| 29 | + ds = env.from_collection([ |
| 30 | + Person("Fred", 35), |
| 31 | + Person("Wilma", 35), |
| 32 | + Person("Pebbles", 2), |
| 33 | + ]) |
| 34 | + |
| 35 | + # Define CrateDB as data sink. |
| 36 | + row_type_info = Types.ROW_NAMED(['name', 'age'], [Types.STRING(), Types.INT()]) |
| 37 | + ds.add_sink( |
| 38 | + JdbcSink.sink( |
| 39 | + "INSERT INTO person (name, age) VALUES (?, ?)", |
| 40 | + row_type_info, |
| 41 | + |
| 42 | + # FIXME (Flink >= 1.19): java.lang.NoSuchMethodException: org.apache.flink.connector.jdbc.internal.JdbcOutputFormat.createRowJdbcStatementBuilder |
| 43 | + |
| 44 | + # This is due to a bug in the python Flink library. In `flink-connector-jdbc` v3.1, |
| 45 | + # the `JdbcOutputFormat` was renamed to `RowJdbcOutputFormat`. This change has up till |
| 46 | + # now not been implemented in the python Flink library. |
| 47 | + # https://stackoverflow.com/questions/78960829/java-lang-nosuchmethodexception-in-python-flink-jdbc |
| 48 | + |
| 49 | + # As you see, java `JdbcSink` connector class has different shape from Python `JdbcSink` connector. |
| 50 | + # In Java code, `jdbcSink` object is generated from `JdbcSinkBuilder` class, but in Python it is not. |
| 51 | + # I think these errors are due to API version mismatch. Any idea to solve these errors? |
| 52 | + # https://stackoverflow.com/questions/79604252/issue-with-pyflink-api-code-for-inserting-data-into-sql |
| 53 | + |
| 54 | + JdbcConnectionOptions.JdbcConnectionOptionsBuilder() |
| 55 | + .with_url('jdbc:postgresql://localhost:5432/crate') |
| 56 | + .with_driver_name('org.postgresql.Driver') |
| 57 | + .with_user_name("crate") |
| 58 | + .with_password("crate") |
| 59 | + .build(), |
| 60 | + JdbcExecutionOptions.builder() |
| 61 | + .with_batch_interval_ms(1000) |
| 62 | + .with_batch_size(200) |
| 63 | + .with_max_retries(5) |
| 64 | + .build() |
| 65 | + ) |
| 66 | + ) |
| 67 | + |
| 68 | + # Execute pipeline. |
| 69 | + env.execute() |
| 70 | + |
| 71 | + |
| 72 | +if __name__ == '__main__': |
| 73 | + logging.basicConfig( |
| 74 | + format='[%(asctime)s] [%(levelname)s] [%(filename)s:%(lineno)d] - %(message)s', |
| 75 | + level=logging.DEBUG |
| 76 | + ) |
| 77 | + |
| 78 | + logger.info("Start") |
| 79 | + main() |
| 80 | + logger.info("Ready") |
0 commit comments