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[BEAM-9679] Add Side Input to Core Transform Go SDK katas (apache#12024)
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damondouglas authored and yirutang committed Jul 23, 2020
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// 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.

package main

import (
"context"
"github.com/apache/beam/sdks/go/pkg/beam"
"github.com/apache/beam/sdks/go/pkg/beam/log"
"github.com/apache/beam/sdks/go/pkg/beam/x/beamx"
"github.com/apache/beam/sdks/go/pkg/beam/x/debug"
"side_input/pkg/task"
)

func main() {
ctx := context.Background()

p, s := beam.NewPipelineWithRoot()

citiesToCountriesKV := beam.ParDo(s, func(_ []byte, emit func(string, string)){
emit("Beijing", "China")
emit("London", "United Kingdom")
emit("San Francisco", "United States")
emit("Singapore", "Singapore")
emit("Sydney", "Australia")
}, beam.Impulse(s))

persons := beam.Create(s,
task.Person{Name: "Henry", City: "Singapore"},
task.Person{Name: "Jane", City: "San Francisco"},
task.Person{Name: "Lee", City: "Beijing"},
task.Person{Name: "John", City: "Sydney"},
task.Person{Name: "Alfred", City: "London"},
)

output := task.ApplyTransform(s, persons, citiesToCountriesKV)

debug.Print(s, output)

err := beamx.Run(ctx, p)

if err != nil {
log.Exitf(context.Background(), "Failed to execute job: %v", err)
}
}
31 changes: 31 additions & 0 deletions learning/katas/go/Core Transforms/Side Input/Side Input/go.mod
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// 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.

module side_input

go 1.14

require (
github.com/apache/beam v2.22.0+incompatible
github.com/golang/protobuf v1.4.2 // indirect
github.com/google/go-cmp v0.4.1 // indirect
github.com/googleapis/gax-go v1.0.3 // indirect
golang.org/x/net v0.0.0-20200602114024-627f9648deb9 // indirect
golang.org/x/sys v0.0.0-20200615200032-f1bc736245b1 // indirect
golang.org/x/text v0.3.3 // indirect
google.golang.org/api v0.27.0 // indirect
google.golang.org/genproto v0.0.0-20200616192300-fc83d8c00726 // indirect
google.golang.org/grpc v1.29.1 // indirect
)
326 changes: 326 additions & 0 deletions learning/katas/go/Core Transforms/Side Input/Side Input/go.sum

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// 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.

package task

import (
"github.com/apache/beam/sdks/go/pkg/beam"
)

type Person struct {
Name, City, Country string
}

func ApplyTransform(s beam.Scope, personsKV beam.PCollection, citiesToCountries beam.PCollection) beam.PCollection {
citiesToCountriesView := beam.SideInput{
Input: citiesToCountries,
}
return beam.ParDo(s, joinFn, personsKV, citiesToCountriesView)
}

func joinFn(person Person, citiesToCountriesIter func(*string, *string) bool, emit func(Person)) {
var city, country string
for citiesToCountriesIter(&city, &country) {
if person.City == city {
emit(Person{
Name: person.Name,
City: city,
Country: country,
})
break
}
}
}

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#
# 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.
#

type: edu
files:
- name: test/task_test.go
visible: false
- name: cmd/main.go
visible: true
- name: go.mod
visible: false
- name: go.sum
visible: false
- name: pkg/task/task.go
visible: true
placeholders:
- offset: 1059
length: 46
placeholder_text: TODO()
- offset: 1185
length: 83
placeholder_text: TODO()
- offset: 1273
length: 202
placeholder_text: TODO()
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id: 1387150
update_date: Mon, 22 Jun 2020 02:53:16 UTC
68 changes: 68 additions & 0 deletions learning/katas/go/Core Transforms/Side Input/Side Input/task.md
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<!--
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.
-->

# Side Input

In addition to the main input PCollection, you can provide additional inputs to a ParDo transform
in the form of side inputs. A side input is an additional input that your DoFn can access each time
it processes an element in the input PCollection. When you specify a side input, you create a view
of some other data that can be read from within the ParDo transform’s DoFn while processing each
element.

Side inputs are useful if your ParDo needs to inject additional data when processing each element
in the input PCollection, but the additional data needs to be determined at runtime (and not
hard-coded). Such values might be determined by the input data, or depend on a different branch of
your pipeline.

**Kata:** Please enrich each Person with the country based on the city he/she lives in.

<div class="hint">
Use <a href="https://godoc.org/github.com/apache/beam/sdks/go/pkg/beam#hdr-Side_Inputs">
beam.SideInput</a> to create a side input of the citiesToCountries PCollection
</div>

<div class="hint">
Use <a href="https://godoc.org/github.com/apache/beam/sdks/go/pkg/beam#ParDo">
beam.ParDo</a> with a DoFn that accepts a
<a href="https://godoc.org/github.com/apache/beam/sdks/go/pkg/beam#hdr-Side_Inputs">
beam.SideInput</a>.
</div>

<div class="hint">
Refer to the Beam Programming Guide
<a href="https://beam.apache.org/documentation/programming-guide/#side-inputs">"Side inputs"</a>
section for more information.
</div>

<div class="hint">
A ParDo that has a PCollection KV as side input expects a DoFn that looks like the following.

```
func doFn(element X, kvIterator func(*K, *V) bool, emit func(Y)) {
// element of type X comes from your PCollection input
// from your KV side input:
var key K // expect a key of type K
var value V // expect a value of type V
for kvIterator(&key, &value) {
// do something with key and value
// emit(some result)
}
}
```
</div>
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// 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.

package test

import (
"github.com/apache/beam/sdks/go/pkg/beam"
"github.com/apache/beam/sdks/go/pkg/beam/testing/passert"
"github.com/apache/beam/sdks/go/pkg/beam/testing/ptest"
"side_input/pkg/task"
"testing"
)

func TestApplyTransform(t *testing.T) {
p, s := beam.NewPipelineWithRoot()

tests := []struct {
args struct {
citiesAndCountriesKV beam.PCollection
persons beam.PCollection
}
want []interface{}
}{
{
args: struct {
citiesAndCountriesKV beam.PCollection
persons beam.PCollection
}{
citiesAndCountriesKV: beam.ParDo(
s.Scope("Cities and Countries"),
func(_ []byte, emit func(string, string)){
emit("Beijing", "China")
emit("London", "United Kingdom")
emit("San Francisco", "United States")
emit("Singapore", "Singapore")
emit("Sydney", "Australia")
},
beam.Impulse(s)),
persons: beam.Create(s,
task.Person{Name: "Henry", City: "Singapore"},
task.Person{Name: "Jane", City: "San Francisco"},
task.Person{Name: "Lee", City: "Beijing"},
task.Person{Name: "John", City: "Sydney"},
task.Person{Name: "Alfred", City: "London"},
),
},
want: []interface{}{
task.Person{
Name: "Henry",
City: "Singapore",
Country: "Singapore",
},
task.Person{
Name: "Jane",
City: "San Francisco",
Country: "United States",
},
task.Person{
Name: "Lee",
City: "Beijing",
Country: "China",
},
task.Person{
Name: "John",
City: "Sydney",
Country: "Australia",
},
task.Person{
Name: "Alfred",
City: "London",
Country: "United Kingdom",
},
},
},
}
for _, tt := range tests {
got := task.ApplyTransform(s, tt.args.persons, tt.args.citiesAndCountriesKV)
passert.Equals(s, got, tt.want...)
if err := ptest.Run(p); err != nil {
t.Error(err)
}
}
}
21 changes: 21 additions & 0 deletions learning/katas/go/Core Transforms/Side Input/lesson-info.yaml
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#
# 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.
#

content:
- Side Input
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id: 370175
update_date: Mon, 22 Jun 2020 02:53:12 UTC
unit: 355616
1 change: 1 addition & 0 deletions learning/katas/go/Core Transforms/section-info.yaml
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Expand Up @@ -24,3 +24,4 @@ content:
- Combine
- Flatten
- Partition
- Side Input
2 changes: 1 addition & 1 deletion learning/katas/go/course-remote-info.yaml
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id: 70387
update_date: Wed, 10 Jun 2020 21:21:51 UTC
update_date: Tue, 16 Jun 2020 05:03:01 UTC

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