| # | |
| # 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. | |
| # | |
| pipelines: | |
| - pipeline: | |
| type: composite | |
| transforms: | |
| # setup | |
| - type: Create | |
| config: | |
| elements: | |
| - {k: "x", t: 1} | |
| - {k: "x", t: 8} | |
| - {k: "x", t: 11} | |
| - {k: "y", t: 101} | |
| - type: AssignTimestamps | |
| input: Create | |
| config: | |
| timestamp: t | |
| # global windowing | |
| - type: chain | |
| name: Global | |
| input: AssignTimestamps | |
| transforms: | |
| - type: WindowInto | |
| config: | |
| windowing: | |
| type: global | |
| - type: Combine | |
| config: | |
| group_by: 'k' | |
| combine: | |
| t: sum | |
| - type: AssertEqual | |
| config: | |
| elements: | |
| - {k: "x", t: 20} | |
| - {k: "y", t: 101} | |
| # fixed windowing | |
| - type: chain | |
| name: Fixed | |
| input: AssignTimestamps | |
| transforms: | |
| - type: WindowInto | |
| config: | |
| windowing: | |
| type: fixed | |
| size: 10s | |
| offset: 5s | |
| - type: Combine | |
| config: | |
| group_by: 'k' | |
| combine: | |
| t: sum | |
| - type: AssertEqual | |
| config: | |
| elements: | |
| - {k: "x", t: 1} | |
| - {k: "x", t: 19} | |
| - {k: "y", t: 101} | |
| # sliding windowing | |
| - type: chain | |
| name: Sliding | |
| input: AssignTimestamps | |
| transforms: | |
| - type: WindowInto | |
| config: | |
| windowing: | |
| type: sliding | |
| size: 20s | |
| period: 10s | |
| - type: Combine | |
| config: | |
| group_by: 'k' | |
| combine: | |
| t: sum | |
| - type: AssertEqual | |
| config: | |
| elements: | |
| - {k: "x", t: 9} # [-10, 10) | |
| - {k: "x", t: 20} # [ 0, 20) | |
| - {k: "x", t: 11} # [ 10, 30) | |
| - {k: "y", t: 101} # [90, 110) | |
| - {k: "y", t: 101} # [100, 120) | |
| # session windowing | |
| - type: chain | |
| name: Sessions | |
| input: AssignTimestamps | |
| transforms: | |
| - type: WindowInto | |
| config: | |
| windowing: | |
| type: sessions | |
| gap: 5s | |
| - type: Combine | |
| config: | |
| group_by: 'k' | |
| combine: | |
| t: sum | |
| - type: AssertEqual | |
| config: | |
| elements: | |
| - {k: "x", t: 1} | |
| - {k: "x", t: 19} | |
| - {k: "y", t: 101} | |