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698 lines
20 KiB
698 lines
20 KiB
/*
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* Minio Cloud Storage, (C) 2019 Minio, Inc.
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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package data
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import (
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"reflect"
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"testing"
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"github.com/minio/minio/pkg/s3select/internal/parquet-go/gen-go/parquet"
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"github.com/minio/minio/pkg/s3select/internal/parquet-go/schema"
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)
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func TestPopulateListOfList(t *testing.T) {
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requiredList1 := schema.NewTree()
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{
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requiredCol, err := schema.NewElement("col", parquet.FieldRepetitionType_REQUIRED,
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nil, parquet.ConvertedTypePtr(parquet.ConvertedType_LIST),
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nil, nil, nil)
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if err != nil {
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t.Fatal(err)
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}
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list, err := schema.NewElement("list", parquet.FieldRepetitionType_REPEATED,
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nil, nil,
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nil, nil, nil)
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if err != nil {
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t.Fatal(err)
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}
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requiredElement, err := schema.NewElement("element", parquet.FieldRepetitionType_REQUIRED,
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nil, parquet.ConvertedTypePtr(parquet.ConvertedType_LIST),
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nil, nil, nil)
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if err != nil {
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t.Fatal(err)
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}
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subList, err := schema.NewElement("list", parquet.FieldRepetitionType_REPEATED,
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nil, nil,
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nil, nil, nil)
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if err != nil {
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t.Fatal(err)
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}
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requiredSubElement, err := schema.NewElement("element", parquet.FieldRepetitionType_REQUIRED,
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parquet.TypePtr(parquet.Type_INT32), nil,
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nil, nil, nil)
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if err != nil {
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t.Fatal(err)
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}
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if err = requiredList1.Set("col", requiredCol); err != nil {
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t.Fatal(err)
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}
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if err = requiredList1.Set("col.list", list); err != nil {
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t.Fatal(err)
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}
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if err = requiredList1.Set("col.list.element", requiredElement); err != nil {
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t.Fatal(err)
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}
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if err = requiredList1.Set("col.list.element.list", subList); err != nil {
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t.Fatal(err)
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}
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if err = requiredList1.Set("col.list.element.list.element", requiredSubElement); err != nil {
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t.Fatal(err)
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}
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if _, _, err = requiredList1.ToParquetSchema(); err != nil {
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t.Fatal(err)
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}
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}
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requiredList2 := schema.NewTree()
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{
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requiredCol, err := schema.NewElement("col", parquet.FieldRepetitionType_REQUIRED,
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nil, parquet.ConvertedTypePtr(parquet.ConvertedType_LIST),
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nil, nil, nil)
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if err != nil {
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t.Fatal(err)
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}
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list, err := schema.NewElement("list", parquet.FieldRepetitionType_REPEATED,
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nil, nil,
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nil, nil, nil)
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if err != nil {
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t.Fatal(err)
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}
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requiredElement, err := schema.NewElement("element", parquet.FieldRepetitionType_REQUIRED,
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nil, parquet.ConvertedTypePtr(parquet.ConvertedType_LIST),
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nil, nil, nil)
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if err != nil {
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t.Fatal(err)
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}
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subList, err := schema.NewElement("list", parquet.FieldRepetitionType_REPEATED,
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nil, nil,
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nil, nil, nil)
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if err != nil {
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t.Fatal(err)
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}
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optionalSubElement, err := schema.NewElement("element", parquet.FieldRepetitionType_OPTIONAL,
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parquet.TypePtr(parquet.Type_INT32), nil,
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nil, nil, nil)
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if err != nil {
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t.Fatal(err)
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}
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if err = requiredList2.Set("col", requiredCol); err != nil {
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t.Fatal(err)
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}
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if err = requiredList2.Set("col.list", list); err != nil {
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t.Fatal(err)
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}
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if err = requiredList2.Set("col.list.element", requiredElement); err != nil {
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t.Fatal(err)
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}
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if err = requiredList2.Set("col.list.element.list", subList); err != nil {
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t.Fatal(err)
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}
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if err = requiredList2.Set("col.list.element.list.element", optionalSubElement); err != nil {
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t.Fatal(err)
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}
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if _, _, err = requiredList2.ToParquetSchema(); err != nil {
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t.Fatal(err)
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}
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}
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requiredList3 := schema.NewTree()
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{
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requiredCol, err := schema.NewElement("col", parquet.FieldRepetitionType_REQUIRED,
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nil, parquet.ConvertedTypePtr(parquet.ConvertedType_LIST),
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nil, nil, nil)
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if err != nil {
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t.Fatal(err)
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}
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list, err := schema.NewElement("list", parquet.FieldRepetitionType_REPEATED,
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nil, nil,
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nil, nil, nil)
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if err != nil {
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t.Fatal(err)
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}
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optioonalElement, err := schema.NewElement("element", parquet.FieldRepetitionType_OPTIONAL,
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nil, parquet.ConvertedTypePtr(parquet.ConvertedType_LIST),
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nil, nil, nil)
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if err != nil {
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t.Fatal(err)
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}
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subList, err := schema.NewElement("list", parquet.FieldRepetitionType_REPEATED,
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nil, nil,
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nil, nil, nil)
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if err != nil {
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t.Fatal(err)
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}
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requiredSubElement, err := schema.NewElement("element", parquet.FieldRepetitionType_REQUIRED,
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parquet.TypePtr(parquet.Type_INT32), nil,
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nil, nil, nil)
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if err != nil {
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t.Fatal(err)
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}
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if err = requiredList3.Set("col", requiredCol); err != nil {
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t.Fatal(err)
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}
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if err = requiredList3.Set("col.list", list); err != nil {
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t.Fatal(err)
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}
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if err = requiredList3.Set("col.list.element", optioonalElement); err != nil {
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t.Fatal(err)
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}
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if err = requiredList3.Set("col.list.element.list", subList); err != nil {
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t.Fatal(err)
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}
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if err = requiredList3.Set("col.list.element.list.element", requiredSubElement); err != nil {
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t.Fatal(err)
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}
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if _, _, err = requiredList3.ToParquetSchema(); err != nil {
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t.Fatal(err)
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}
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}
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requiredList4 := schema.NewTree()
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{
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requiredCol, err := schema.NewElement("col", parquet.FieldRepetitionType_REQUIRED,
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nil, parquet.ConvertedTypePtr(parquet.ConvertedType_LIST),
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nil, nil, nil)
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if err != nil {
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t.Fatal(err)
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}
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list, err := schema.NewElement("list", parquet.FieldRepetitionType_REPEATED,
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nil, nil,
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nil, nil, nil)
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if err != nil {
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t.Fatal(err)
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}
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optioonalElement, err := schema.NewElement("element", parquet.FieldRepetitionType_OPTIONAL,
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nil, parquet.ConvertedTypePtr(parquet.ConvertedType_LIST),
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nil, nil, nil)
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if err != nil {
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t.Fatal(err)
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}
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subList, err := schema.NewElement("list", parquet.FieldRepetitionType_REPEATED,
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nil, nil,
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nil, nil, nil)
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if err != nil {
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t.Fatal(err)
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}
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optionalSubElement, err := schema.NewElement("element", parquet.FieldRepetitionType_OPTIONAL,
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parquet.TypePtr(parquet.Type_INT32), nil,
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nil, nil, nil)
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if err != nil {
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t.Fatal(err)
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}
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if err = requiredList4.Set("col", requiredCol); err != nil {
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t.Fatal(err)
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}
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if err = requiredList4.Set("col.list", list); err != nil {
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t.Fatal(err)
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}
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if err = requiredList4.Set("col.list.element", optioonalElement); err != nil {
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t.Fatal(err)
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}
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if err = requiredList4.Set("col.list.element.list", subList); err != nil {
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t.Fatal(err)
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}
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if err = requiredList4.Set("col.list.element.list.element", optionalSubElement); err != nil {
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t.Fatal(err)
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}
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if _, _, err = requiredList4.ToParquetSchema(); err != nil {
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t.Fatal(err)
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}
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}
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optionalList1 := schema.NewTree()
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{
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requiredCol, err := schema.NewElement("col", parquet.FieldRepetitionType_OPTIONAL,
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nil, parquet.ConvertedTypePtr(parquet.ConvertedType_LIST),
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nil, nil, nil)
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if err != nil {
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t.Fatal(err)
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}
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list, err := schema.NewElement("list", parquet.FieldRepetitionType_REPEATED,
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nil, nil,
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nil, nil, nil)
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if err != nil {
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t.Fatal(err)
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}
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requiredElement, err := schema.NewElement("element", parquet.FieldRepetitionType_REQUIRED,
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nil, parquet.ConvertedTypePtr(parquet.ConvertedType_LIST),
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nil, nil, nil)
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if err != nil {
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t.Fatal(err)
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}
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subList, err := schema.NewElement("list", parquet.FieldRepetitionType_REPEATED,
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nil, nil,
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nil, nil, nil)
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if err != nil {
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t.Fatal(err)
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}
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requiredSubElement, err := schema.NewElement("element", parquet.FieldRepetitionType_REQUIRED,
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parquet.TypePtr(parquet.Type_INT32), nil,
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nil, nil, nil)
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if err != nil {
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t.Fatal(err)
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}
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if err = optionalList1.Set("col", requiredCol); err != nil {
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t.Fatal(err)
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}
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if err = optionalList1.Set("col.list", list); err != nil {
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t.Fatal(err)
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}
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if err = optionalList1.Set("col.list.element", requiredElement); err != nil {
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t.Fatal(err)
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}
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if err = optionalList1.Set("col.list.element.list", subList); err != nil {
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t.Fatal(err)
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}
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if err = optionalList1.Set("col.list.element.list.element", requiredSubElement); err != nil {
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t.Fatal(err)
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}
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if _, _, err = optionalList1.ToParquetSchema(); err != nil {
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t.Fatal(err)
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}
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}
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optionalList2 := schema.NewTree()
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{
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requiredCol, err := schema.NewElement("col", parquet.FieldRepetitionType_OPTIONAL,
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nil, parquet.ConvertedTypePtr(parquet.ConvertedType_LIST),
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nil, nil, nil)
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if err != nil {
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t.Fatal(err)
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}
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list, err := schema.NewElement("list", parquet.FieldRepetitionType_REPEATED,
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nil, nil,
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nil, nil, nil)
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if err != nil {
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t.Fatal(err)
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}
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requiredElement, err := schema.NewElement("element", parquet.FieldRepetitionType_REQUIRED,
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nil, parquet.ConvertedTypePtr(parquet.ConvertedType_LIST),
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nil, nil, nil)
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if err != nil {
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t.Fatal(err)
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}
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subList, err := schema.NewElement("list", parquet.FieldRepetitionType_REPEATED,
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nil, nil,
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nil, nil, nil)
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if err != nil {
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t.Fatal(err)
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}
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optionalSubElement, err := schema.NewElement("element", parquet.FieldRepetitionType_OPTIONAL,
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parquet.TypePtr(parquet.Type_INT32), nil,
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nil, nil, nil)
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if err != nil {
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t.Fatal(err)
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}
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if err = optionalList2.Set("col", requiredCol); err != nil {
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t.Fatal(err)
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}
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if err = optionalList2.Set("col.list", list); err != nil {
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t.Fatal(err)
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}
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if err = optionalList2.Set("col.list.element", requiredElement); err != nil {
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t.Fatal(err)
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}
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if err = optionalList2.Set("col.list.element.list", subList); err != nil {
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t.Fatal(err)
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}
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if err = optionalList2.Set("col.list.element.list.element", optionalSubElement); err != nil {
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t.Fatal(err)
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}
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if _, _, err = optionalList2.ToParquetSchema(); err != nil {
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t.Fatal(err)
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}
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}
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optionalList3 := schema.NewTree()
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{
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requiredCol, err := schema.NewElement("col", parquet.FieldRepetitionType_OPTIONAL,
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nil, parquet.ConvertedTypePtr(parquet.ConvertedType_LIST),
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nil, nil, nil)
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if err != nil {
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t.Fatal(err)
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}
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list, err := schema.NewElement("list", parquet.FieldRepetitionType_REPEATED,
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nil, nil,
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nil, nil, nil)
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if err != nil {
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t.Fatal(err)
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}
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optioonalElement, err := schema.NewElement("element", parquet.FieldRepetitionType_OPTIONAL,
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nil, parquet.ConvertedTypePtr(parquet.ConvertedType_LIST),
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nil, nil, nil)
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if err != nil {
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t.Fatal(err)
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}
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subList, err := schema.NewElement("list", parquet.FieldRepetitionType_REPEATED,
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nil, nil,
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nil, nil, nil)
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if err != nil {
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t.Fatal(err)
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}
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requiredSubElement, err := schema.NewElement("element", parquet.FieldRepetitionType_REQUIRED,
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parquet.TypePtr(parquet.Type_INT32), nil,
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nil, nil, nil)
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if err != nil {
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t.Fatal(err)
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}
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|
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if err = optionalList3.Set("col", requiredCol); err != nil {
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t.Fatal(err)
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}
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if err = optionalList3.Set("col.list", list); err != nil {
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t.Fatal(err)
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}
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if err = optionalList3.Set("col.list.element", optioonalElement); err != nil {
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t.Fatal(err)
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}
|
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if err = optionalList3.Set("col.list.element.list", subList); err != nil {
|
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t.Fatal(err)
|
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}
|
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if err = optionalList3.Set("col.list.element.list.element", requiredSubElement); err != nil {
|
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t.Fatal(err)
|
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}
|
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|
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if _, _, err = optionalList3.ToParquetSchema(); err != nil {
|
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t.Fatal(err)
|
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}
|
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}
|
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|
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optionalList4 := schema.NewTree()
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|
{
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requiredCol, err := schema.NewElement("col", parquet.FieldRepetitionType_OPTIONAL,
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nil, parquet.ConvertedTypePtr(parquet.ConvertedType_LIST),
|
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nil, nil, nil)
|
|
if err != nil {
|
|
t.Fatal(err)
|
|
}
|
|
|
|
list, err := schema.NewElement("list", parquet.FieldRepetitionType_REPEATED,
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nil, nil,
|
|
nil, nil, nil)
|
|
if err != nil {
|
|
t.Fatal(err)
|
|
}
|
|
|
|
optioonalElement, err := schema.NewElement("element", parquet.FieldRepetitionType_OPTIONAL,
|
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nil, parquet.ConvertedTypePtr(parquet.ConvertedType_LIST),
|
|
nil, nil, nil)
|
|
if err != nil {
|
|
t.Fatal(err)
|
|
}
|
|
|
|
subList, err := schema.NewElement("list", parquet.FieldRepetitionType_REPEATED,
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|
nil, nil,
|
|
nil, nil, nil)
|
|
if err != nil {
|
|
t.Fatal(err)
|
|
}
|
|
|
|
optionalSubElement, err := schema.NewElement("element", parquet.FieldRepetitionType_OPTIONAL,
|
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parquet.TypePtr(parquet.Type_INT32), nil,
|
|
nil, nil, nil)
|
|
if err != nil {
|
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t.Fatal(err)
|
|
}
|
|
|
|
if err = optionalList4.Set("col", requiredCol); err != nil {
|
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t.Fatal(err)
|
|
}
|
|
if err = optionalList4.Set("col.list", list); err != nil {
|
|
t.Fatal(err)
|
|
}
|
|
if err = optionalList4.Set("col.list.element", optioonalElement); err != nil {
|
|
t.Fatal(err)
|
|
}
|
|
if err = optionalList4.Set("col.list.element.list", subList); err != nil {
|
|
t.Fatal(err)
|
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}
|
|
if err = optionalList4.Set("col.list.element.list.element", optionalSubElement); err != nil {
|
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t.Fatal(err)
|
|
}
|
|
|
|
if _, _, err = optionalList4.ToParquetSchema(); err != nil {
|
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t.Fatal(err)
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}
|
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}
|
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|
|
result1 := map[string]*Column{
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|
"col.list.element.list.element": {
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parquetType: parquet.Type_INT32,
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|
values: []interface{}{v10},
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|
definitionLevels: []int64{2},
|
|
repetitionLevels: []int64{0},
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|
rowCount: 1,
|
|
maxBitWidth: 4,
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|
minValue: v10,
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|
maxValue: v10,
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},
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|
}
|
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|
|
result2 := map[string]*Column{
|
|
"col.list.element.list.element": {
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parquetType: parquet.Type_INT32,
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values: []interface{}{v10, v20, v30, v10, v20, v10, v30},
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|
definitionLevels: []int64{2, 2, 2, 2, 2, 2, 2},
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|
repetitionLevels: []int64{0, 2, 1, 2, 1, 2, 2},
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|
rowCount: 1,
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|
maxBitWidth: 5,
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|
minValue: v10,
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maxValue: v30,
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},
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|
}
|
|
|
|
result3 := map[string]*Column{
|
|
"col.list.element.list.element": {
|
|
parquetType: parquet.Type_INT32,
|
|
values: []interface{}{nil},
|
|
definitionLevels: []int64{2},
|
|
repetitionLevels: []int64{0},
|
|
rowCount: 1,
|
|
},
|
|
}
|
|
|
|
result4 := map[string]*Column{
|
|
"col.list.element.list.element": {
|
|
parquetType: parquet.Type_INT32,
|
|
values: []interface{}{v10},
|
|
definitionLevels: []int64{3},
|
|
repetitionLevels: []int64{0},
|
|
rowCount: 1,
|
|
maxBitWidth: 4,
|
|
minValue: v10,
|
|
maxValue: v10,
|
|
},
|
|
}
|
|
|
|
result5 := map[string]*Column{
|
|
"col.list.element.list.element": {
|
|
parquetType: parquet.Type_INT32,
|
|
values: []interface{}{v10, v20, v30, v10, v20, v10, v30},
|
|
definitionLevels: []int64{3, 3, 3, 3, 3, 3, 3},
|
|
repetitionLevels: []int64{0, 2, 1, 2, 1, 2, 2},
|
|
rowCount: 1,
|
|
maxBitWidth: 5,
|
|
minValue: v10,
|
|
maxValue: v30,
|
|
},
|
|
}
|
|
|
|
result6 := map[string]*Column{
|
|
"col.list.element.list.element": {
|
|
parquetType: parquet.Type_INT32,
|
|
values: []interface{}{nil},
|
|
definitionLevels: []int64{3},
|
|
repetitionLevels: []int64{0},
|
|
rowCount: 1,
|
|
},
|
|
}
|
|
|
|
result7 := map[string]*Column{
|
|
"col.list.element.list.element": {
|
|
parquetType: parquet.Type_INT32,
|
|
values: []interface{}{v10},
|
|
definitionLevels: []int64{4},
|
|
repetitionLevels: []int64{0},
|
|
rowCount: 1,
|
|
maxBitWidth: 4,
|
|
minValue: v10,
|
|
maxValue: v10,
|
|
},
|
|
}
|
|
|
|
result8 := map[string]*Column{
|
|
"col.list.element.list.element": {
|
|
parquetType: parquet.Type_INT32,
|
|
values: []interface{}{v10, v20, v30, v10, v20, v10, v30},
|
|
definitionLevels: []int64{4, 4, 4, 4, 4, 4, 4},
|
|
repetitionLevels: []int64{0, 2, 1, 2, 1, 2, 2},
|
|
rowCount: 1,
|
|
maxBitWidth: 5,
|
|
minValue: v10,
|
|
maxValue: v30,
|
|
},
|
|
}
|
|
|
|
result9 := map[string]*Column{
|
|
"col.list.element.list.element": {
|
|
parquetType: parquet.Type_INT32,
|
|
values: []interface{}{nil},
|
|
definitionLevels: []int64{0},
|
|
repetitionLevels: []int64{0},
|
|
rowCount: 1,
|
|
},
|
|
}
|
|
|
|
result10 := map[string]*Column{
|
|
"col.list.element.list.element": {
|
|
parquetType: parquet.Type_INT32,
|
|
values: []interface{}{nil},
|
|
definitionLevels: []int64{4},
|
|
repetitionLevels: []int64{0},
|
|
rowCount: 1,
|
|
},
|
|
}
|
|
|
|
result11 := map[string]*Column{
|
|
"col.list.element.list.element": {
|
|
parquetType: parquet.Type_INT32,
|
|
values: []interface{}{v10},
|
|
definitionLevels: []int64{5},
|
|
repetitionLevels: []int64{0},
|
|
rowCount: 1,
|
|
maxBitWidth: 4,
|
|
minValue: v10,
|
|
maxValue: v10,
|
|
},
|
|
}
|
|
|
|
result12 := map[string]*Column{
|
|
"col.list.element.list.element": {
|
|
parquetType: parquet.Type_INT32,
|
|
values: []interface{}{v10, v20, v30, v10, v20, v10, v30},
|
|
definitionLevels: []int64{5, 5, 5, 5, 5, 5, 5},
|
|
repetitionLevels: []int64{0, 2, 1, 2, 1, 2, 2},
|
|
rowCount: 1,
|
|
maxBitWidth: 5,
|
|
minValue: v10,
|
|
maxValue: v30,
|
|
},
|
|
}
|
|
|
|
testCases := []struct {
|
|
schemaTree *schema.Tree
|
|
data string
|
|
expectedResult map[string]*Column
|
|
expectErr bool
|
|
}{
|
|
{requiredList1, `{}`, nil, true}, // err: col: nil value for required field
|
|
{requiredList1, `{"col": null}`, nil, true}, // err: col: nil value for required field
|
|
{requiredList1, `{"col": [[null]]}`, nil, true}, // err: col.list.element.list.element: nil value for required field
|
|
{requiredList1, `{"col": [[10]]}`, result1, false},
|
|
{requiredList1, `{"col": [[10, 20], [30, 10], [20, 10, 30]]}`, result2, false},
|
|
{requiredList2, `{}`, nil, true}, // err: col: nil value for required field
|
|
{requiredList2, `{"col": null}`, nil, true}, // err: col: nil value for required field
|
|
{requiredList2, `{"col": [[null]]}`, result3, false},
|
|
{requiredList2, `{"col": [[10]]}`, result4, false},
|
|
{requiredList2, `{"col": [[10, 20], [30, 10], [20, 10, 30]]}`, result5, false},
|
|
{requiredList3, `{}`, nil, true}, // err: col: nil value for required field
|
|
{requiredList3, `{"col": null}`, nil, true}, // err: col: nil value for required field
|
|
{requiredList3, `{"col": [[null]]}`, nil, true}, // err: col.list.element.list.element: nil value for required field
|
|
{requiredList3, `{"col": [[10]]}`, result4, false},
|
|
{requiredList3, `{"col": [[10, 20], [30, 10], [20, 10, 30]]}`, result5, false},
|
|
{requiredList4, `{}`, nil, true}, // err: col: nil value for required field
|
|
{requiredList4, `{"col": null}`, nil, true}, // err: col: nil value for required field
|
|
{requiredList4, `{"col": [[null]]}`, result6, false},
|
|
{requiredList4, `{"col": [[10]]}`, result7, false},
|
|
{requiredList4, `{"col": [[10, 20], [30, 10], [20, 10, 30]]}`, result8, false},
|
|
{optionalList1, `{}`, result9, false},
|
|
{optionalList1, `{"col": null}`, result9, false},
|
|
{optionalList1, `{"col": [[null]]}`, nil, true}, // err: col.list.element.list.element: nil value for required field
|
|
{optionalList1, `{"col": [[10]]}`, result4, false},
|
|
{optionalList1, `{"col": [[10, 20], [30, 10], [20, 10, 30]]}`, result5, false},
|
|
{optionalList2, `{}`, result9, false},
|
|
{optionalList2, `{"col": null}`, result9, false},
|
|
{optionalList2, `{"col": [[null]]}`, result6, false},
|
|
{optionalList2, `{"col": [[10]]}`, result7, false},
|
|
{optionalList2, `{"col": [[10, 20], [30, 10], [20, 10, 30]]}`, result8, false},
|
|
{optionalList3, `{}`, result9, false},
|
|
{optionalList3, `{"col": null}`, result9, false},
|
|
{optionalList3, `{"col": [[null]]}`, nil, true}, // err: col.list.element.list.element: nil value for required field
|
|
{optionalList3, `{"col": [[10]]}`, result7, false},
|
|
{optionalList3, `{"col": [[10, 20], [30, 10], [20, 10, 30]]}`, result8, false},
|
|
{optionalList4, `{}`, result9, false},
|
|
{optionalList4, `{"col": null}`, result9, false},
|
|
{optionalList4, `{"col": [[null]]}`, result10, false},
|
|
{optionalList4, `{"col": [[10]]}`, result11, false},
|
|
{optionalList4, `{"col": [[10, 20], [30, 10], [20, 10, 30]]}`, result12, false},
|
|
}
|
|
|
|
for i, testCase := range testCases {
|
|
result, err := UnmarshalJSON([]byte(testCase.data), testCase.schemaTree)
|
|
expectErr := (err != nil)
|
|
|
|
if testCase.expectErr != expectErr {
|
|
t.Fatalf("case %v: error: expected: %v, got: %v", i+1, testCase.expectErr, expectErr)
|
|
}
|
|
|
|
if !testCase.expectErr {
|
|
if !reflect.DeepEqual(result, testCase.expectedResult) {
|
|
t.Fatalf("case %v: result: expected: %v, got: %v", i+1, testCase.expectedResult, result)
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|