################################################################################ # Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (the # "License"); you may not use this file except in compliance # with the License. You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. ################################################################################ import logging import sys from pyflink.datastream.connectors.elasticsearch import Elasticsearch6SinkBuilder, \ Elasticsearch7SinkBuilder, FlushBackoffType, ElasticsearchEmitter from pyflink.common import Types from pyflink.datastream import StreamExecutionEnvironment from pyflink.datastream.connectors import DeliveryGuarantee def write_to_es6(env): ELASTICSEARCH_SQL_CONNECTOR_PATH = \ 'file:///path/to/flink-sql-connector-elasticsearch6-1.16.0.jar' env.add_jars(ELASTICSEARCH_SQL_CONNECTOR_PATH) ds = env.from_collection( [{'name': 'ada', 'id': '1'}, {'name': 'luna', 'id': '2'}], type_info=Types.MAP(Types.STRING(), Types.STRING())) es_sink = Elasticsearch6SinkBuilder() \ .set_emitter(ElasticsearchEmitter.static_index('foo', 'id', 'bar')) \ .set_hosts(['localhost:9200']) \ .set_delivery_guarantee(DeliveryGuarantee.AT_LEAST_ONCE) \ .set_bulk_flush_max_actions(1) \ .set_bulk_flush_max_size_mb(2) \ .set_bulk_flush_interval(1000) \ .set_bulk_flush_backoff_strategy(FlushBackoffType.CONSTANT, 3, 3000) \ .set_connection_username('foo') \ .set_connection_password('bar') \ .set_connection_path_prefix('foo-bar') \ .set_connection_request_timeout(30000) \ .set_connection_timeout(31000) \ .set_socket_timeout(32000) \ .build() ds.sink_to(es_sink).name('es6 sink') env.execute() def write_to_es6_dynamic_index(env): ELASTICSEARCH_SQL_CONNECTOR_PATH = \ 'file:///path/to/flink-sql-connector-elasticsearch6-1.16.0.jar' env.add_jars(ELASTICSEARCH_SQL_CONNECTOR_PATH) ds = env.from_collection( [{'name': 'ada', 'id': '1'}, {'name': 'luna', 'id': '2'}], type_info=Types.MAP(Types.STRING(), Types.STRING())) es_sink = Elasticsearch6SinkBuilder() \ .set_emitter(ElasticsearchEmitter.dynamic_index('name', 'id', 'bar')) \ .set_hosts(['localhost:9200']) \ .build() ds.sink_to(es_sink).name('es6 dynamic index sink') env.execute() def write_to_es7(env): ELASTICSEARCH_SQL_CONNECTOR_PATH = \ 'file:///path/to/flink-sql-connector-elasticsearch7-1.16.0.jar' env.add_jars(ELASTICSEARCH_SQL_CONNECTOR_PATH) ds = env.from_collection( [{'name': 'ada', 'id': '1'}, {'name': 'luna', 'id': '2'}], type_info=Types.MAP(Types.STRING(), Types.STRING())) es7_sink = Elasticsearch7SinkBuilder() \ .set_emitter(ElasticsearchEmitter.static_index('foo', 'id')) \ .set_hosts(['localhost:9200']) \ .set_delivery_guarantee(DeliveryGuarantee.AT_LEAST_ONCE) \ .set_bulk_flush_max_actions(1) \ .set_bulk_flush_max_size_mb(2) \ .set_bulk_flush_interval(1000) \ .set_bulk_flush_backoff_strategy(FlushBackoffType.CONSTANT, 3, 3000) \ .set_connection_username('foo') \ .set_connection_password('bar') \ .set_connection_path_prefix('foo-bar') \ .set_connection_request_timeout(30000) \ .set_connection_timeout(31000) \ .set_socket_timeout(32000) \ .build() ds.sink_to(es7_sink).name('es7 sink') env.execute() def write_to_es7_dynamic_index(env): ELASTICSEARCH_SQL_CONNECTOR_PATH = \ 'file:///path/to/flink-sql-connector-elasticsearch7-1.16.0.jar' env.add_jars(ELASTICSEARCH_SQL_CONNECTOR_PATH) ds = env.from_collection( [{'name': 'ada', 'id': '1'}, {'name': 'luna', 'id': '2'}], type_info=Types.MAP(Types.STRING(), Types.STRING())) es7_sink = Elasticsearch7SinkBuilder() \ .set_emitter(ElasticsearchEmitter.dynamic_index('name', 'id')) \ .set_hosts(['localhost:9200']) \ .build() ds.sink_to(es7_sink).name('es7 dynamic index sink') env.execute() if __name__ == '__main__': logging.basicConfig(stream=sys.stdout, level=logging.INFO, format="%(message)s") env = StreamExecutionEnvironment.get_execution_environment() env.set_parallelism(1) print("start writing data to elasticsearch6") write_to_es6(env) write_to_es6_dynamic_index(env) print("start writing data to elasticsearch7") write_to_es7(env) write_to_es7_dynamic_index(env)