From 3f47c1fef5160a1c78128b64cb3ef100f39b520a Mon Sep 17 00:00:00 2001 From: candiduslynx Date: Thu, 9 May 2024 08:29:42 +0300 Subject: [PATCH 1/2] regen test data --- csv/read.go | 68 ++++++++--- csv/testdata/TestWriteRead-default.csv | 4 +- csv/testdata/TestWriteRead-with_delimiter.csv | 4 +- .../TestWriteRead-with_delimiter_headers.csv | 4 +- csv/testdata/TestWriteRead-with_headers.csv | 4 +- csv/write.go | 110 ++++++++++++------ 6 files changed, 134 insertions(+), 60 deletions(-) diff --git a/csv/read.go b/csv/read.go index cd93182b..445e8289 100644 --- a/csv/read.go +++ b/csv/read.go @@ -24,7 +24,7 @@ func (cl *Client) Read(r types.ReaderAtSeeker, table *schema.Table, res chan<- a return reader.Err() } rec := reader.Record() - castRec, err := castFromString(rec, arrowSchema) + castRec, err := reverseTransformRecord(rec, arrowSchema) if err != nil { return fmt.Errorf("failed to cast extension types: %w", err) } @@ -33,27 +33,57 @@ func (cl *Client) Read(r types.ReaderAtSeeker, table *schema.Table, res chan<- a return nil } -// castFromString casts extension columns to string. -func castFromString(rec arrow.Record, arrowSchema *arrow.Schema) (arrow.Record, error) { +func reverseTransformRecord(rec arrow.Record, sc *arrow.Schema) (arrow.Record, error) { + if sc.Equal(rec.Schema()) { + return rec, nil + } + cols := make([]arrow.Array, rec.NumCols()) - for c, f := range arrowSchema.Fields() { - col := rec.Column(c) - if isTypeSupported(f.Type) { - cols[c] = col - continue + var err error + for i, col := range rec.Columns() { + cols[i], err = reverseTransformArray(col, sc.Field(i).Type) + if err != nil { + return nil, err } + } + return array.NewRecord(sc, cols, rec.NumRows()), nil +} + +func reverseTransformArray(arr arrow.Array, dt arrow.DataType) (arrow.Array, error) { + if arrow.TypeEqual(arr.DataType(), dt) { + return arr, nil + } - sb := array.NewBuilder(memory.DefaultAllocator, f.Type) - for i := 0; i < col.Len(); i++ { - if col.IsNull(i) { - sb.AppendNull() - continue - } - if err := sb.AppendValueFromString(col.ValueStr(i)); err != nil { - return nil, fmt.Errorf("failed to AppendValueFromString col %v: %w", rec.ColumnName(c), err) - } + if str, ok := arr.(*array.String); ok { + return reverseTransformArrayFromString(str, dt) + } + + // only lists left + listDT, listArr := dt.(arrow.ListLikeType), arr.(array.ListLike) + elems, err := reverseTransformArray(listArr.ListValues(), listDT.Elem()) + if err != nil { + return nil, err + } + return array.MakeFromData(array.NewData( + listDT, listArr.Len(), + listArr.Data().Buffers(), + []arrow.ArrayData{elems.Data()}, + listArr.NullN(), + listArr.Data().Offset(), + )), nil +} + +func reverseTransformArrayFromString(arr *array.String, dt arrow.DataType) (arrow.Array, error) { + builder := array.NewBuilder(memory.DefaultAllocator, dt) + builder.Reserve(arr.Len()) + for i := 0; i < arr.Len(); i++ { + if arr.IsNull(i) { + builder.AppendNull() + continue + } + if err := builder.AppendValueFromString(arr.Value(i)); err != nil { + return nil, err } - cols[c] = sb.NewArray() } - return array.NewRecord(arrowSchema, cols, rec.NumRows()), nil + return builder.NewArray(), nil } diff --git a/csv/testdata/TestWriteRead-default.csv b/csv/testdata/TestWriteRead-default.csv index 61cd73a9..173619c9 100644 --- a/csv/testdata/TestWriteRead-default.csv +++ b/csv/testdata/TestWriteRead-default.csv @@ -1,3 +1,3 @@ -1,-123,-30727,-1781555540,-5474557666971701248,78,63063,506910753,14697929703826477056,783.936,783.936,7049Ug==,AString76783,true,f0be2dfe-f8c2-5653-bfa7-daeb080d36c2,192.0.2.0/24,aa:bb:cc:dd:ee:ff,"{""test"":[""a"",""b"",3]}",2023-07-16,2023-07-16,6476783s,6476783ms,6476783us,6476783ns,1,"{""days"":6783,""milliseconds"":6783}","{""months"":6783,""days"":6783,""nanoseconds"":6783}",7049Ug==,AString76783,00:00:00,00:00:00.000,00:00:00.000000,00:00:00.000000000,2021-01-02 00:00:00Z,2021-01-02 00:00:00Z,2021-01-02 00:00:00Z,2021-01-02 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arrow.BinaryTypes.String - } - fields[i].Metadata = stripCQExtensionMetadata(fields[i].Metadata) + fields[i].Type = convertType(f.Type) + fields[i].Metadata = stripCQExtensionMetadata(f.Metadata) } md := sch.Metadata() @@ -68,48 +66,94 @@ func convertSchema(sch *arrow.Schema) *arrow.Schema { return newSchema } -func isTypeSupported(t arrow.DataType) bool { - // list from arrow/csv/common.go - switch t.(type) { +func convertType(dt arrow.DataType) arrow.DataType { + if typeSupported(dt) { + return dt + } + switch dt := dt.(type) { + case *arrow.MapType: + case *arrow.FixedSizeListType: + // not supported -> elem not supported + field := dt.ElemField() + field.Type = convertType(field.Type) + return arrow.FixedSizeListOfField(dt.Len(), field) + case arrow.ListLikeType: + // not supported -> elem not supported + field := dt.ElemField() + field.Type = convertType(field.Type) + return arrow.ListOfField(field) + } + return arrow.BinaryTypes.String +} + +// typeSupported copied from arrow/csv/common.go +func typeSupported(dt arrow.DataType) bool { + switch dt := dt.(type) { case *arrow.BooleanType: case *arrow.Int8Type, *arrow.Int16Type, *arrow.Int32Type, *arrow.Int64Type: case *arrow.Uint8Type, *arrow.Uint16Type, *arrow.Uint32Type, *arrow.Uint64Type: - case *arrow.Float32Type, *arrow.Float64Type: - case *arrow.StringType: + case *arrow.Float16Type, *arrow.Float32Type, *arrow.Float64Type: + case *arrow.StringType, *arrow.LargeStringType: case *arrow.TimestampType: case *arrow.Date32Type, *arrow.Date64Type: case *arrow.Decimal128Type, *arrow.Decimal256Type: - case *arrow.ListType: - case *arrow.BinaryType: + case *arrow.MapType: + return false + case arrow.ListLikeType: + return typeSupported(dt.Elem()) + case *arrow.BinaryType, *arrow.LargeBinaryType, *arrow.FixedSizeBinaryType: case arrow.ExtensionType: - return true + case *arrow.NullType: + default: + return false } - - return false + return true } -// castToString casts extension columns or unsupported columns to string. It does not release the original record. -func castToString(rec arrow.Record) arrow.Record { - newSchema := convertSchema(rec.Schema()) +func transformRecord(rec arrow.Record) arrow.Record { + sc := convertSchema(rec.Schema()) + if sc.Equal(rec.Schema()) { + return rec + } + cols := make([]arrow.Array, rec.NumCols()) - for c := 0; c < int(rec.NumCols()); c++ { - col := rec.Column(c) - if isTypeSupported(col.DataType()) { - cols[c] = col - continue - } + for i, col := range rec.Columns() { + cols[i] = transformArray(col, sc.Field(i).Type) + } + return array.NewRecord(sc, cols, rec.NumRows()) +} - sb := array.NewStringBuilder(memory.DefaultAllocator) - for i := 0; i < col.Len(); i++ { - if col.IsNull(i) { - sb.AppendNull() - continue - } - sb.Append(col.ValueStr(i)) +func transformArray(arr arrow.Array, dt arrow.DataType) arrow.Array { + if arrow.TypeEqual(arr.DataType(), dt) { + return arr + } + + if listDT, ok := dt.(arrow.ListLikeType); ok { + listArr := arr.(array.ListLike) + return array.MakeFromData(array.NewData( + listDT, listArr.Len(), + listArr.Data().Buffers(), + []arrow.ArrayData{transformArray(listArr.ListValues(), listDT.Elem()).Data()}, + listArr.NullN(), + // we use data offset for list like as the `ListValues` can be a larger array (happens when slicing) + listArr.Data().Offset(), + )) + } + + return transformArrayToString(arr) +} + +func transformArrayToString(arr arrow.Array) *array.String { + builder := array.NewStringBuilder(memory.DefaultAllocator) + builder.Reserve(arr.Len()) + for i := 0; i < arr.Len(); i++ { + if arr.IsNull(i) { + builder.AppendNull() + continue } - cols[c] = sb.NewArray() + builder.Append(arr.ValueStr(i)) } - return array.NewRecord(newSchema, cols, rec.NumRows()) + return builder.NewStringArray() } func stripCQExtensionMetadata(md arrow.Metadata) arrow.Metadata { From a2add1072f41a9c54bcf42e3ca31e7393858ba53 Mon Sep 17 00:00:00 2001 From: candiduslynx Date: Fri, 17 May 2024 12:37:57 +0300 Subject: [PATCH 2/2] bump arrow --- go.mod | 2 +- go.sum | 4 ++-- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/go.mod b/go.mod index 8ae2a010..416b31ef 100644 --- a/go.mod +++ b/go.mod @@ -3,7 +3,7 @@ module github.com/cloudquery/filetypes/v4 go 1.21.5 require ( - github.com/apache/arrow/go/v16 v16.0.0 + github.com/apache/arrow/go/v16 v16.1.0 github.com/bradleyjkemp/cupaloy/v2 v2.8.0 github.com/cloudquery/codegen v0.3.16 github.com/cloudquery/plugin-sdk/v4 v4.42.1 diff --git a/go.sum b/go.sum index 11ff04fa..20cec1b5 100644 --- a/go.sum +++ b/go.sum @@ -17,8 +17,8 @@ github.com/ajg/form v1.5.1 h1:t9c7v8JUKu/XxOGBU0yjNpaMloxGEJhUkqFRq0ibGeU= github.com/ajg/form v1.5.1/go.mod h1:uL1WgH+h2mgNtvBq0339dVnzXdBETtL2LeUXaIv25UY= github.com/andybalholm/brotli v1.1.0 h1:eLKJA0d02Lf0mVpIDgYnqXcUn0GqVmEFny3VuID1U3M= github.com/andybalholm/brotli v1.1.0/go.mod h1:sms7XGricyQI9K10gOSf56VKKWS4oLer58Q+mhRPtnY= -github.com/apache/arrow/go/v16 v16.0.0 h1:qRLbJRPj4zaseZrjbDHa7mUoZDDIU+4pu+mE2Lucs5g= -github.com/apache/arrow/go/v16 v16.0.0/go.mod h1:9wnc9mn6vEDTRIm4+27pEjQpRKuTvBaessPoEXQzxWA= +github.com/apache/arrow/go/v16 v16.1.0 h1:dwgfOya6s03CzH9JrjCBx6bkVb4yPD4ma3haj9p7FXI= +github.com/apache/arrow/go/v16 v16.1.0/go.mod h1:9wnc9mn6vEDTRIm4+27pEjQpRKuTvBaessPoEXQzxWA= github.com/apache/thrift v0.19.0 h1:sOqkWPzMj7w6XaYbJQG7m4sGqVolaW/0D28Ln7yPzMk= github.com/apache/thrift v0.19.0/go.mod h1:SUALL216IiaOw2Oy+5Vs9lboJ/t9g40C+G07Dc0QC1I= github.com/apapsch/go-jsonmerge/v2 v2.0.0 h1:axGnT1gRIfimI7gJifB699GoE/oq+F2MU7Dml6nw9rQ=