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Posted to github@arrow.apache.org by GitBox <gi...@apache.org> on 2021/05/18 04:34:28 UTC
[GitHub] [arrow] westonpace commented on a change in pull request #10071: ARROW-12424: [Go][Parquet] Adding Schema Package for Go Parquet
westonpace commented on a change in pull request #10071:
URL: https://github.com/apache/arrow/pull/10071#discussion_r634031679
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File path: go/parquet/schema/reflection.go
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@@ -0,0 +1,827 @@
+// 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 schema
+
+import (
+ "reflect"
+ "strconv"
+ "strings"
+
+ "github.com/apache/arrow/go/parquet"
+ format "github.com/apache/arrow/go/parquet/internal/gen-go/parquet"
+ "golang.org/x/xerrors"
+)
+
+type taggedInfo struct {
+ Name string
+
+ Type parquet.Type
+ KeyType parquet.Type
+ ValueType parquet.Type
+
+ Length int32
+ KeyLength int32
+ ValueLength int32
+
+ Scale int32
+ KeyScale int32
+ ValueScale int32
+
+ Precision int32
+ KeyPrecision int32
+ ValuePrecision int32
+
+ FieldID int32
+ KeyFieldID int32
+ ValueFieldID int32
+
+ RepetitionType parquet.Repetition
+ ValueRepetition parquet.Repetition
+
+ Converted ConvertedType
+ KeyConverted ConvertedType
+ ValueConverted ConvertedType
+
+ LogicalFields map[string]string
+ KeyLogicalFields map[string]string
+ ValueLogicalFields map[string]string
+
+ LogicalType LogicalType
+ KeyLogicalType LogicalType
+ ValueLogicalType LogicalType
+}
+
+func (t *taggedInfo) CopyForKey() (ret taggedInfo) {
+ ret = *t
+ ret.Type = t.KeyType
+ ret.Length = t.KeyLength
+ ret.Scale = t.KeyScale
+ ret.Precision = t.KeyPrecision
+ ret.FieldID = t.KeyFieldID
+ ret.RepetitionType = parquet.Repetitions.Required
+ ret.Converted = t.KeyConverted
+ ret.LogicalType = t.KeyLogicalType
+ return
+}
+
+func (t *taggedInfo) CopyForValue() (ret taggedInfo) {
+ ret = *t
+ ret.Type = t.ValueType
+ ret.Length = t.ValueLength
+ ret.Scale = t.ValueScale
+ ret.Precision = t.ValuePrecision
+ ret.FieldID = t.ValueFieldID
+ ret.RepetitionType = t.ValueRepetition
+ ret.Converted = t.ValueConverted
+ ret.LogicalType = t.ValueLogicalType
+ return
+}
+
+func (t *taggedInfo) UpdateLogicalTypes() {
+ processLogicalType := func(fields map[string]string, precision, scale int32) LogicalType {
+ t, ok := fields["type"]
+ if !ok {
+ return NoLogicalType{}
+ }
+
+ switch strings.ToLower(t) {
+ case "string":
+ return StringLogicalType{}
+ case "map":
+ return MapLogicalType{}
+ case "list":
+ return ListLogicalType{}
+ case "enum":
+ return EnumLogicalType{}
+ case "decimal":
+ if v, ok := fields["precision"]; ok {
+ precision = int32FromType(v)
+ }
+ if v, ok := fields["scale"]; ok {
+ scale = int32FromType(v)
+ }
+ return NewDecimalLogicalType(precision, scale)
+ case "date":
+ return DateLogicalType{}
+ case "time":
+ unit, ok := fields["unit"]
+ if !ok {
+ panic("must specify unit for time logical type")
+ }
+ adjustedToUtc, ok := fields["isadjustedutc"]
+ if !ok {
+ adjustedToUtc = "true"
+ }
+ return NewTimeLogicalType(boolFromStr(adjustedToUtc), timeUnitFromString(strings.ToLower(unit)))
+ case "timestamp":
+ unit, ok := fields["unit"]
+ if !ok {
+ panic("must specify unit for time logical type")
+ }
+ adjustedToUtc, ok := fields["isadjustedutc"]
+ if !ok {
+ adjustedToUtc = "true"
+ }
+ return NewTimestampLogicalType(boolFromStr(adjustedToUtc), timeUnitFromString(unit))
+ case "integer":
+ width, ok := fields["bitwidth"]
+ if !ok {
+ panic("must specify bitwidth if explicitly setting integer logical type")
+ }
+ signed, ok := fields["signed"]
+ if !ok {
+ signed = "true"
+ }
+
+ return NewIntLogicalType(int8(int32FromType(width)), boolFromStr(signed))
+ case "null":
+ return NullLogicalType{}
+ case "json":
+ return JSONLogicalType{}
+ case "bson":
+ return BSONLogicalType{}
+ case "uuid":
+ return UUIDLogicalType{}
+ default:
+ panic(xerrors.Errorf("invalid logical type specified: %s", t))
+ }
+ }
+
+ t.LogicalType = processLogicalType(t.LogicalFields, t.Precision, t.Scale)
+ t.KeyLogicalType = processLogicalType(t.KeyLogicalFields, t.KeyPrecision, t.KeyScale)
+ t.ValueLogicalType = processLogicalType(t.ValueLogicalFields, t.ValuePrecision, t.ValueScale)
+}
+
+func newTaggedInfo() taggedInfo {
+ return taggedInfo{
+ Type: parquet.Types.Undefined,
+ KeyType: parquet.Types.Undefined,
+ ValueType: parquet.Types.Undefined,
+ RepetitionType: parquet.Repetitions.Undefined,
+ ValueRepetition: parquet.Repetitions.Undefined,
+ Converted: ConvertedTypes.NA,
+ KeyConverted: ConvertedTypes.NA,
+ ValueConverted: ConvertedTypes.NA,
+ FieldID: -1,
+ KeyFieldID: -1,
+ ValueFieldID: -1,
+ LogicalFields: make(map[string]string),
+ KeyLogicalFields: make(map[string]string),
+ ValueLogicalFields: make(map[string]string),
+ LogicalType: NoLogicalType{},
+ KeyLogicalType: NoLogicalType{},
+ ValueLogicalType: NoLogicalType{},
+ }
+}
+
+var int32FromType = func(v string) int32 {
+ val, err := strconv.Atoi(v)
+ if err != nil {
+ panic(err)
+ }
+ return int32(val)
+}
+
+var boolFromStr = func(v string) bool {
+ val, err := strconv.ParseBool(v)
+ if err != nil {
+ panic(err)
+ }
+ return val
+}
+
+func infoFromTags(f reflect.StructTag) *taggedInfo {
+ typeFromStr := func(v string) parquet.Type {
+ t, err := format.TypeFromString(strings.ToUpper(v))
+ if err != nil {
+ panic(xerrors.Errorf("invalid type specified: %s", v))
+ }
+ return parquet.Type(t)
+ }
+
+ repFromStr := func(v string) parquet.Repetition {
+ r, err := format.FieldRepetitionTypeFromString(strings.ToUpper(v))
+ if err != nil {
+ panic(err)
+ }
+ return parquet.Repetition(r)
+ }
+
+ convertedFromStr := func(v string) ConvertedType {
+ c, err := format.ConvertedTypeFromString(strings.ToUpper(v))
+ if err != nil {
+ panic(err)
+ }
+ return ConvertedType(c)
+ }
+
+ if ptags, ok := f.Lookup("parquet"); ok {
+ info := newTaggedInfo()
+ for _, tag := range strings.Split(strings.Replace(ptags, "\t", "", -1), ",") {
+ tag = strings.TrimSpace(tag)
+ kv := strings.SplitN(tag, "=", 2)
+ key := strings.TrimSpace(strings.ToLower(kv[0]))
+ value := strings.TrimSpace(kv[1])
+
+ switch key {
+ case "name":
+ info.Name = value
+ case "type":
+ info.Type = typeFromStr(value)
+ case "keytype":
+ info.KeyType = typeFromStr(value)
+ case "valuetype":
+ info.ValueType = typeFromStr(value)
+ case "length":
+ info.Length = int32FromType(value)
+ case "keylength":
+ info.KeyLength = int32FromType(value)
+ case "valuelength":
+ info.ValueLength = int32FromType(value)
+ case "scale":
+ info.Scale = int32FromType(value)
+ case "keyscale":
+ info.KeyScale = int32FromType(value)
+ case "valuescale":
+ info.ValueScale = int32FromType(value)
+ case "precision":
+ info.Precision = int32FromType(value)
+ case "keyprecision":
+ info.KeyPrecision = int32FromType(value)
+ case "valueprecision":
+ info.ValuePrecision = int32FromType(value)
+ case "fieldid":
+ info.FieldID = int32FromType(value)
+ case "keyfieldid":
+ info.KeyFieldID = int32FromType(value)
+ case "valuefieldid":
+ info.ValueFieldID = int32FromType(value)
+ case "repetition":
+ info.RepetitionType = repFromStr(value)
+ case "valuerepetition":
+ info.ValueRepetition = repFromStr(value)
+ case "converted":
+ info.Converted = convertedFromStr(value)
+ case "keyconverted":
+ info.KeyConverted = convertedFromStr(value)
+ case "valueconverted":
+ info.ValueConverted = convertedFromStr(value)
+ case "logical":
+ info.LogicalFields["type"] = value
+ case "keylogical":
+ info.KeyLogicalFields["type"] = value
+ case "valuelogical":
+ info.ValueLogicalFields["type"] = value
+ default:
+ switch {
+ case strings.HasPrefix(key, "logical."):
+ info.LogicalFields[strings.TrimPrefix(key, "logical.")] = value
+ case strings.HasPrefix(key, "keylogical."):
+ info.KeyLogicalFields[strings.TrimPrefix(key, "keylogical.")] = value
+ case strings.HasPrefix(key, "valuelogical."):
+ info.ValueLogicalFields[strings.TrimPrefix(key, "valuelogical.")] = value
+ }
+ }
+ }
+ info.UpdateLogicalTypes()
+ return &info
+ }
+ return nil
+}
+
+// typeToNode recurseively converts a physical type and the tag info into parquet Nodes
+//
+// to avoid having to propagate errors up potentially high numbers of recursive calls
+// we use panics and then recover in the public function NewSchemaFromStruct so that a
+// failure very far down the stack quickly unwinds.
+func typeToNode(name string, typ reflect.Type, repType parquet.Repetition, info *taggedInfo) Node {
+ // set up our default values for everything
+ var (
+ converted = ConvertedTypes.None
+ logical LogicalType = NoLogicalType{}
+ fieldID = int32(-1)
+ physical = parquet.Types.Undefined
+ typeLen = 0
+ precision = 0
+ scale = 0
+ )
+ if info != nil { // we have struct tag info to process
+ fieldID = info.FieldID
Review comment:
Yes. No specific reason outside of reducing complexity/noise. Arrow simply does not have enough information to generate anything meaningful here (the current "field order" assignment is not really informative and could be easily regenerated by a user if they truly needed it).
Instead the C++ implementation will just pass through the value to/from the parquet layer.
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