/
combine.go
80 lines (71 loc) · 3.23 KB
/
combine.go
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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 beam
import (
"fmt"
"github.com/apache/beam/sdks/go/pkg/beam/core/graph"
"github.com/apache/beam/sdks/go/pkg/beam/core/typex"
)
// Combine inserts a global Combine transform into the pipeline. It
// expects a PCollection<T> as input where T is a concrete type.
func Combine(s Scope, combinefn interface{}, col PCollection) PCollection {
return Must(TryCombine(s, combinefn, col))
}
// CombinePerKey inserts a GBK and per-key Combine transform into the pipeline. It
// expects a PCollection<KV<K,T>>. The CombineFn may optionally take a key parameter.
func CombinePerKey(s Scope, combinefn interface{}, col PCollection) PCollection {
return Must(TryCombinePerKey(s, combinefn, col))
}
// TryCombine attempts to insert a global Combine transform into the pipeline. It may fail
// for multiple reasons, notably that the combinefn is not valid or cannot be bound
// -- due to type mismatch, say -- to the incoming PCollections.
func TryCombine(s Scope, combinefn interface{}, col PCollection) (PCollection, error) {
pre := AddFixedKey(s, col)
post, err := TryCombinePerKey(s, combinefn, pre)
if err != nil {
return PCollection{}, err
}
return DropKey(s, post), nil
}
// TryCombinePerKey attempts to insert a per-key Combine transform into the pipeline. It may fail
// for multiple reasons, notably that the combinefn is not valid or cannot be bound
// -- due to type mismatch, say -- to the incoming PCollection.
func TryCombinePerKey(s Scope, combinefn interface{}, col PCollection) (PCollection, error) {
s = s.Scope(graph.CombinePerKeyScope)
ValidateKVType(col)
col, err := TryGroupByKey(s, col)
if err != nil {
return PCollection{}, fmt.Errorf("failed to group by key: %v", err)
}
fn, err := graph.NewCombineFn(combinefn)
if err != nil {
return PCollection{}, fmt.Errorf("invalid CombineFn: %v", err)
}
// This seems like the best place to infer the accumulator coder type, unless
// it's a universal type.
// We can get the fulltype from the return value of the mergeAccumulatorFn
// TODO(lostluck): 2018/05/28 Correctly infer universal type coder if necessary.
accumCoder, err := inferCoder(typex.New(fn.MergeAccumulatorsFn().Ret[0].T))
if err != nil {
return PCollection{}, fmt.Errorf("unable to infer CombineFn accumulator coder: %v", err)
}
edge, err := graph.NewCombine(s.real, s.scope, fn, col.n, accumCoder)
if err != nil {
return PCollection{}, err
}
ret := PCollection{edge.Output[0].To}
ret.SetCoder(NewCoder(ret.Type()))
return ret, nil
}