| /* |
| * 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. |
| */ |
| |
| /// Basic reducers |
| public extension PCollection { |
| func reduce<Result: Codable, K, V>(name: String? = nil, _file: String = #fileID, _line: Int = #line, |
| into: Result, _ accumulator: @Sendable @escaping (V, inout Result) -> Void) -> PCollection<KV<K, Result>> where Of == KV<K, V> |
| { |
| pstream(name: name ?? "\(_file):\(_line)", into) { initialValue, input, output in |
| for await (kv, ts, w) in input { |
| var result = initialValue |
| for v in kv.values { |
| accumulator(v, &result) |
| } |
| let intermediate = KV(kv.key, result) |
| output.emit(intermediate, timestamp: ts, window: w) |
| } |
| } |
| } |
| } |
| |
| /// Convenience functions |
| public extension PCollection { |
| func sum<K, V: Numeric & Codable>(_ name: String? = nil, _file: String = #fileID, _line: Int = #line) -> PCollection<KV<K, V>> where Of == KV<K, V> { |
| reduce(name: name, _file: _file, _line: _line, into: 0) { a, b in b = b + a } |
| } |
| } |