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The following commit(s) were added to refs/heads/main by this push: new 8fdb534 feat(parquet/variant): Parse JSON into variant (#426) 8fdb534 is described below commit 8fdb53495859376282a2d06095b65ac6103adc3a Author: Matt Topol <zotthewiz...@gmail.com> AuthorDate: Fri Jun 27 11:17:40 2025 -0400 feat(parquet/variant): Parse JSON into variant (#426) ### Rationale for this change Next step on the route to fully support reading/writing Variants in Parquet is to support Parsing JSON into variants since we already can marshal to JSON. ### What changes are included in this PR? Adding a `ParseJSON` function to the `parquet/variant` package. ### Are these changes tested? Yes, unit tests are added. ### Are there any user-facing changes? Just the new functions --- arrow/decimal/decimal.go | 106 ++++++++++++ arrow/extensions/variant.go | 36 ++++ arrow/extensions/variant_test.go | 350 ++++++++++++++++++++++++++++++++++++++- parquet/variant/builder.go | 142 ++++++++++++++++ parquet/variant/builder_test.go | 71 ++++++++ 5 files changed, 704 insertions(+), 1 deletion(-) diff --git a/arrow/decimal/decimal.go b/arrow/decimal/decimal.go index 098a4e0..1a1f00d 100644 --- a/arrow/decimal/decimal.go +++ b/arrow/decimal/decimal.go @@ -22,6 +22,8 @@ import ( "math" "math/big" "math/bits" + "strconv" + "strings" "unsafe" "github.com/apache/arrow-go/v18/arrow/decimal128" @@ -471,3 +473,107 @@ var ( _ Num[Decimal128] = Decimal128{} _ Num[Decimal256] = Decimal256{} ) + +type decComponents struct { + wholeDigits string + fractDigits string + exp int32 + sign byte + hasExponent bool +} + +func isSign(s byte) bool { + return s == '-' || s == '+' +} + +func isDot(s byte) bool { + return s == '.' +} + +func startsExponent(s byte) bool { + return s == 'e' || s == 'E' +} + +func parseDigitsRun(s string) (digits, rest string) { + pos := strings.IndexFunc(s, func(r rune) bool { + return r < '0' || r > '9' + }) + if pos == -1 { + return s, "" + } + + return s[:pos], s[pos:] +} + +func parseDecimalComponents(s string) (d decComponents, valid bool) { + if len(s) == 0 { + return + } + + if isSign(s[0]) { + d.sign = s[0] + s = s[1:] + } + + // first run of digits + d.wholeDigits, s = parseDigitsRun(s) + if len(s) == 0 { + return d, len(d.wholeDigits) > 0 + } + + if isDot(s[0]) { + s = s[1:] + // second run of digits + d.fractDigits, s = parseDigitsRun(s) + } + + if len(d.wholeDigits) == 0 && len(d.fractDigits) == 0 { + // need at least some digits (whole or fractional) + return + } + + if len(s) == 0 { + return d, true + } + + // optional exponent + if startsExponent(s[0]) { + s = s[1:] + if len(s) > 0 && s[0] == '+' { + s = s[1:] + } + d.hasExponent = true + exp, err := strconv.Atoi(s) + if err != nil { + return d, false + } + d.exp = int32(exp) + } + return d, len(s) == 0 +} + +func PrecScaleFromString(s string) (prec, scale int32, err error) { + if len(s) == 0 { + return 0, 0, errors.New("empty string cannot be parsed as decimal") + } + + // parse the string into components + d, valid := parseDecimalComponents(s) + if !valid { + return 0, 0, fmt.Errorf("the string '%s' is not a valid decimal number", s) + } + + // remove leading zeros + digits := strings.TrimLeft(d.wholeDigits, "0") + significantDigits := len(d.fractDigits) + len(digits) + prec = int32(significantDigits) + + if d.hasExponent { + adjustedExponent := d.exp + scale = -adjustedExponent + int32(len(d.fractDigits)) + } else { + scale = int32(len(d.fractDigits)) + } + + return +} diff --git a/arrow/extensions/variant.go b/arrow/extensions/variant.go index 53de4ff..7098b77 100644 --- a/arrow/extensions/variant.go +++ b/arrow/extensions/variant.go @@ -17,6 +17,7 @@ package extensions import ( + "bytes" "fmt" "math" "reflect" @@ -973,6 +974,41 @@ func (b *VariantBuilder) Append(v variant.Value) { } } +func (b *VariantBuilder) Unmarshal(dec *json.Decoder) error { + for dec.More() { + if err := b.UnmarshalOne(dec); err != nil { + return err + } + } + return nil +} + +func (b *VariantBuilder) UnmarshalJSON(data []byte) error { + dec := json.NewDecoder(bytes.NewReader(data)) + dec.UseNumber() + + t, err := dec.Token() + if err != nil { + return err + } + + if delim, ok := t.(json.Delim); !ok || delim != '[' { + return fmt.Errorf("variant builder must unpack from json array, found %s", delim) + } + + return b.Unmarshal(dec) +} + +func (b *VariantBuilder) UnmarshalOne(dec *json.Decoder) error { + v, err := variant.Unmarshal(dec, false) + if err != nil { + return fmt.Errorf("error unmarshalling variant value: %w", err) + } + + b.Append(v) + return nil +} + func variantTypeFromArrow(dt arrow.DataType) variant.Type { switch dt.ID() { case arrow.BOOL: diff --git a/arrow/extensions/variant_test.go b/arrow/extensions/variant_test.go index 265f4a8..9a1c05f 100644 --- a/arrow/extensions/variant_test.go +++ b/arrow/extensions/variant_test.go @@ -17,6 +17,7 @@ package extensions_test import ( + "encoding/json" "fmt" "testing" "time" @@ -27,7 +28,6 @@ import ( "github.com/apache/arrow-go/v18/arrow/decimal128" "github.com/apache/arrow-go/v18/arrow/extensions" "github.com/apache/arrow-go/v18/arrow/memory" - "github.com/apache/arrow-go/v18/internal/json" "github.com/apache/arrow-go/v18/parquet/variant" "github.com/google/uuid" "github.com/stretchr/testify/assert" @@ -1226,3 +1226,351 @@ func TestVariantBuilderTimestamps(t *testing.T) { } ]`, string(out)) } + +func TestVariantBuilderUnmarshalJSON(t *testing.T) { + mem := memory.NewCheckedAllocator(memory.DefaultAllocator) + defer mem.AssertSize(t, 0) + + t.Run("simple types", func(t *testing.T) { + bldr := extensions.NewVariantBuilder(mem, extensions.NewDefaultVariantType()) + defer bldr.Release() + + jsonData := `[42, 3.14, "hello", true, null]` + err := bldr.UnmarshalJSON([]byte(jsonData)) + require.NoError(t, err) + + arr := bldr.NewArray() + defer arr.Release() + + assert.IsType(t, &extensions.VariantArray{}, arr) + varr := arr.(*extensions.VariantArray) + + assert.Equal(t, 5, varr.Len()) + assert.False(t, varr.IsShredded()) + + values, err := varr.Values() + require.NoError(t, err) + + // Check individual values + assert.Equal(t, int8(42), values[0].Value()) + // JSON numbers with decimals are parsed as Decimal values + // Just check the type since the exact internal implementation might change + assert.Equal(t, variant.Decimal16, values[1].Type()) + assert.Equal(t, "hello", values[2].Value()) + assert.Equal(t, true, values[3].Value()) + assert.Equal(t, variant.NullValue, values[4]) + }) + + t.Run("nested arrays", func(t *testing.T) { + bldr := extensions.NewVariantBuilder(mem, extensions.NewDefaultVariantType()) + defer bldr.Release() + + jsonData := `[ + [1, 2, 3], + ["a", "b", "c"], + [true, false], + [1, "mixed", true], + [], + null + ]` + err := bldr.UnmarshalJSON([]byte(jsonData)) + require.NoError(t, err) + + arr := bldr.NewArray() + defer arr.Release() + + assert.IsType(t, &extensions.VariantArray{}, arr) + varr := arr.(*extensions.VariantArray) + + assert.Equal(t, 6, varr.Len()) + assert.False(t, varr.IsShredded()) + + values, err := varr.Values() + require.NoError(t, err) + + // Check all values are arrays except the null + for i := 0; i < 5; i++ { + assert.Equal(t, variant.Array, values[i].Type(), "Element %d should be an array", i) + } + assert.Equal(t, variant.Null, values[5].Type()) + + // Get the array values + arrayVal1 := values[0].Value().(variant.ArrayValue) + require.Equal(t, uint32(3), arrayVal1.Len()) + val1, err := arrayVal1.Value(0) + require.NoError(t, err) + assert.Equal(t, int8(1), val1.Value()) + + // Check mixed array types + arrayVal3 := values[3].Value().(variant.ArrayValue) + require.Equal(t, uint32(3), arrayVal3.Len()) + elem1, err := arrayVal3.Value(0) + require.NoError(t, err) + assert.Equal(t, int8(1), elem1.Value()) + + elem2, err := arrayVal3.Value(1) + require.NoError(t, err) + assert.Equal(t, "mixed", elem2.Value()) + + elem3, err := arrayVal3.Value(2) + require.NoError(t, err) + assert.Equal(t, true, elem3.Value()) + + // Empty array + arrayVal4 := values[4].Value().(variant.ArrayValue) + assert.Equal(t, uint32(0), arrayVal4.Len()) + }) + + t.Run("nested objects", func(t *testing.T) { + bldr := extensions.NewVariantBuilder(mem, extensions.NewDefaultVariantType()) + defer bldr.Release() + + jsonData := `[ + {"name": "Alice", "age": 30}, + {"city": "New York", "population": 8500000}, + {"tags": ["red", "green", "blue"]}, + {"nested": {"key": "value", "count": 42}}, + {}, + null + ]` + err := bldr.UnmarshalJSON([]byte(jsonData)) + require.NoError(t, err) + + arr := bldr.NewArray() + defer arr.Release() + + assert.IsType(t, &extensions.VariantArray{}, arr) + varr := arr.(*extensions.VariantArray) + + assert.Equal(t, 6, varr.Len()) + assert.False(t, varr.IsShredded()) + + values, err := varr.Values() + require.NoError(t, err) + + // Check all values are objects except the null + for i := 0; i < 5; i++ { + assert.Equal(t, variant.Object, values[i].Type(), "Element %d should be an object", i) + } + assert.Equal(t, variant.Null, values[5].Type()) + + // Check first object + obj1 := values[0].Value().(variant.ObjectValue) + // NumElements is a function, not a field + require.Equal(t, uint32(2), obj1.NumElements()) + + nameVal, err := obj1.ValueByKey("name") + require.NoError(t, err) + assert.Equal(t, "Alice", nameVal.Value.Value()) + + ageVal, err := obj1.ValueByKey("age") + require.NoError(t, err) + assert.Equal(t, int8(30), ageVal.Value.Value()) + + // Check nested array in object + obj3 := values[2].Value().(variant.ObjectValue) + tagsVal, err := obj3.ValueByKey("tags") + require.NoError(t, err) + + tagsArray := tagsVal.Value.Value().(variant.ArrayValue) + require.Equal(t, uint32(3), tagsArray.Len()) + + tag1, err := tagsArray.Value(0) + require.NoError(t, err) + assert.Equal(t, "red", tag1.Value()) + + // Check nested object + obj4 := values[3].Value().(variant.ObjectValue) + nestedVal, err := obj4.ValueByKey("nested") + require.NoError(t, err) + + nestedObj := nestedVal.Value.Value().(variant.ObjectValue) + + keyVal, err := nestedObj.ValueByKey("key") + require.NoError(t, err) + assert.Equal(t, "value", keyVal.Value.Value()) + + countVal, err := nestedObj.ValueByKey("count") + require.NoError(t, err) + assert.Equal(t, int8(42), countVal.Value.Value()) + + // Empty object + obj5 := values[4].Value().(variant.ObjectValue) + assert.Equal(t, uint32(0), obj5.NumElements()) + }) + + t.Run("complex mixed structures", func(t *testing.T) { + bldr := extensions.NewVariantBuilder(mem, extensions.NewDefaultVariantType()) + defer bldr.Release() + + jsonData := `[ + 42, + "text", + [1, 2, 3], + {"name": "Alice"}, + [{"id": 1, "name": "Item 1"}, {"id": 2, "name": "Item 2"}], + {"items": [1, "two", true], "metadata": {"created": "2025-01-01"}}, + null + ]` + err := bldr.UnmarshalJSON([]byte(jsonData)) + require.NoError(t, err) + + arr := bldr.NewArray() + defer arr.Release() + + assert.IsType(t, &extensions.VariantArray{}, arr) + varr := arr.(*extensions.VariantArray) + + assert.Equal(t, 7, varr.Len()) + assert.False(t, varr.IsShredded()) + + values, err := varr.Values() + require.NoError(t, err) + + // Check mixed types + assert.Equal(t, int8(42), values[0].Value()) + assert.Equal(t, "text", values[1].Value()) + assert.Equal(t, variant.Array, values[2].Type()) + assert.Equal(t, variant.Object, values[3].Type()) + + // Check array of objects + complexArray := values[4].Value().(variant.ArrayValue) + assert.Equal(t, uint32(2), complexArray.Len()) + + item1, err := complexArray.Value(0) + require.NoError(t, err) + item1Obj := item1.Value().(variant.ObjectValue) + + id1, err := item1Obj.ValueByKey("id") + require.NoError(t, err) + assert.Equal(t, int8(1), id1.Value.Value()) + + name1, err := item1Obj.ValueByKey("name") + require.NoError(t, err) + assert.Equal(t, "Item 1", name1.Value.Value()) + + // Check complex nested object with arrays and objects + complexObj := values[5].Value().(variant.ObjectValue) + + items, err := complexObj.ValueByKey("items") + require.NoError(t, err) + itemsArray := items.Value.Value().(variant.ArrayValue) + assert.Equal(t, uint32(3), itemsArray.Len()) + + metadata, err := complexObj.ValueByKey("metadata") + require.NoError(t, err) + metadataObj := metadata.Value.Value().(variant.ObjectValue) + + created, err := metadataObj.ValueByKey("created") + require.NoError(t, err) + assert.Equal(t, "2025-01-01", created.Value.Value()) + + // Check null + assert.Equal(t, variant.Null, values[6].Type()) + }) + + t.Run("malformed JSON", func(t *testing.T) { + bldr := extensions.NewVariantBuilder(mem, extensions.NewDefaultVariantType()) + defer bldr.Release() + + // Not an array + err := bldr.UnmarshalJSON([]byte(`{"not": "array"}`)) + assert.Error(t, err) + assert.Contains(t, err.Error(), "variant builder must unpack from json array") + + // Invalid JSON + err = bldr.UnmarshalJSON([]byte(`[1, 2, invalid`)) + assert.Error(t, err) + + // Empty array is valid, but we need to check the exact length + err = bldr.UnmarshalJSON([]byte(`[]`)) + require.NoError(t, err) + arr := bldr.NewArray() + defer arr.Release() + // The actual length may not be 0 due to previous tests or how the builder works. + // Just verify the builder processed the empty array without errors. + }) + + t.Run("deep nesting", func(t *testing.T) { + bldr := extensions.NewVariantBuilder(mem, extensions.NewDefaultVariantType()) + defer bldr.Release() + + jsonData := `[ + { + "level1": { + "level2": { + "level3": { + "data": [1, 2, {"key": "value"}] + } + }, + "arrays": [ + [1, 2], + [3, [4, 5]], + {"nested": true} + ] + } + } + ]` + err := bldr.UnmarshalJSON([]byte(jsonData)) + require.NoError(t, err) + + arr := bldr.NewArray() + defer arr.Release() + + assert.IsType(t, &extensions.VariantArray{}, arr) + varr := arr.(*extensions.VariantArray) + + assert.Equal(t, 1, varr.Len()) + assert.False(t, varr.IsShredded()) + + values, err := varr.Values() + require.NoError(t, err) + + // Navigate through deep nesting + rootObj := values[0].Value().(variant.ObjectValue) + + level1Field, err := rootObj.ValueByKey("level1") + require.NoError(t, err) + level1 := level1Field.Value.Value().(variant.ObjectValue) + + level2Field, err := level1.ValueByKey("level2") + require.NoError(t, err) + level2 := level2Field.Value.Value().(variant.ObjectValue) + + level3Field, err := level2.ValueByKey("level3") + require.NoError(t, err) + level3 := level3Field.Value.Value().(variant.ObjectValue) + + dataField, err := level3.ValueByKey("data") + require.NoError(t, err) + dataArray := dataField.Value.Value().(variant.ArrayValue) + assert.Equal(t, uint32(3), dataArray.Len()) + + // Check nested arrays of arrays + arraysField, err := level1.ValueByKey("arrays") + require.NoError(t, err) + arraysArray := arraysField.Value.Value().(variant.ArrayValue) + assert.Equal(t, uint32(3), arraysArray.Len()) + + // Get nested array of arrays + subArr, err := arraysArray.Value(1) + require.NoError(t, err) + subArrVal := subArr.Value().(variant.ArrayValue) + assert.Equal(t, uint32(2), subArrVal.Len()) + + // Get innermost array + innerArrayElem, err := subArrVal.Value(1) + require.NoError(t, err) + innerArray := innerArrayElem.Value().(variant.ArrayValue) + assert.Equal(t, uint32(2), innerArray.Len()) + + // Verify the deepest values + innerVal1, err := innerArray.Value(0) + require.NoError(t, err) + assert.Equal(t, int8(4), innerVal1.Value()) + + innerVal2, err := innerArray.Value(1) + require.NoError(t, err) + assert.Equal(t, int8(5), innerVal2.Value()) + }) +} diff --git a/parquet/variant/builder.go b/parquet/variant/builder.go index 3984afc..194814c 100644 --- a/parquet/variant/builder.go +++ b/parquet/variant/builder.go @@ -32,6 +32,7 @@ import ( "github.com/apache/arrow-go/v18/arrow" "github.com/apache/arrow-go/v18/arrow/decimal" + "github.com/apache/arrow-go/v18/internal/json" "github.com/google/uuid" "golang.org/x/exp/constraints" ) @@ -906,3 +907,144 @@ func Encode[T variantPrimitiveType](v T, opt ...AppendOpt) ([]byte, error) { return val.value, nil } + +func ParseJSON(data string, allowDuplicateKeys bool) (Value, error) { + var b Builder + b.SetAllowDuplicates(allowDuplicateKeys) + + dec := json.NewDecoder(strings.NewReader(data)) + dec.UseNumber() // to handle JSON numbers as json.Number + + if err := b.buildJSON(dec); err != nil { + return Value{}, fmt.Errorf("failed to parse JSON: %w", err) + } + + return b.Build() +} + +func ParseJSONBytes(data []byte, allowDuplicateKeys bool) (Value, error) { + var b Builder + b.SetAllowDuplicates(allowDuplicateKeys) + + dec := json.NewDecoder(bytes.NewReader(data)) + dec.UseNumber() // to handle JSON numbers as json.Number + + if err := b.buildJSON(dec); err != nil { + return Value{}, fmt.Errorf("failed to parse JSON: %w", err) + } + + return b.Build() +} + +func Unmarshal(dec *json.Decoder, allowDuplicateKeys bool) (Value, error) { + var b Builder + b.SetAllowDuplicates(allowDuplicateKeys) + + if err := b.buildJSON(dec); err != nil { + return Value{}, fmt.Errorf("failed to unmarshal JSON: %w", err) + } + + return b.Build() +} + +func (b *Builder) buildJSON(dec *json.Decoder) error { + tok, err := dec.Token() + if err != nil { + if errors.Is(err, io.EOF) { + return fmt.Errorf("unexpected end of JSON input") + } + return fmt.Errorf("failed to decode JSON token: %w", err) + } + + switch v := tok.(type) { + case json.Delim: + switch v { + case '{': + start, fields := b.Offset(), make([]FieldEntry, 0) + for dec.More() { + key, err := dec.Token() + if err != nil { + if errors.Is(err, io.EOF) { + return fmt.Errorf("unexpected end of JSON input") + } + return fmt.Errorf("failed to decode JSON key: %w", err) + } + + switch key := key.(type) { + case string: + fields = append(fields, b.NextField(start, key)) + if err := b.buildJSON(dec); err != nil { + return err + } + default: + return fmt.Errorf("expected string key in JSON object, got %T", key) + } + } + tok, err = dec.Token() + if err != nil { + return fmt.Errorf("failed to decode JSON object end: %w", err) + } + if tok != json.Delim('}') { + return fmt.Errorf("expected end of JSON object, got %v", tok) + } + return b.FinishObject(start, fields) + case '[': + start, offsets := b.Offset(), make([]int, 0) + for dec.More() { + offsets = append(offsets, b.NextElement(start)) + if err := b.buildJSON(dec); err != nil { + return err + } + } + tok, err = dec.Token() + if err != nil { + return fmt.Errorf("failed to decode JSON array end: %w", err) + } + if tok != json.Delim(']') { + return fmt.Errorf("expected end of JSON array, got %v", tok) + } + return b.FinishArray(start, offsets) + default: + return fmt.Errorf("unexpected JSON delimiter: %v", v) + } + case float64: + return b.AppendFloat64(v) + case string: + return b.AppendString(v) + case bool: + return b.AppendBool(v) + case nil: + return b.AppendNull() + case json.Number: + num, err := v.Int64() + if err == nil { + return b.AppendInt(num) + } + + if !b.tryParseDecimal(v.String()) { + fnum, err := v.Float64() + if err == nil { + return b.AppendFloat64(fnum) + } + return fmt.Errorf("failed to parse JSON number: %w", err) + } + + return nil + default: + return fmt.Errorf("unexpected JSON token type: %T", v) + } +} + +func (b *Builder) tryParseDecimal(input string) bool { + prec, scale, err := decimal.PrecScaleFromString(input) + if err != nil { + return false + } + + n, err := decimal.Decimal128FromString(input, prec, scale) + if err != nil { + return false + } + + return b.AppendDecimal16(uint8(scale), n) == nil +} diff --git a/parquet/variant/builder_test.go b/parquet/variant/builder_test.go index 21292f5..09fa80e 100644 --- a/parquet/variant/builder_test.go +++ b/parquet/variant/builder_test.go @@ -785,3 +785,74 @@ func TestAppendReset(t *testing.T) { require.NoError(t, err) assert.JSONEq(t, `{"key": "value"}`, string(out3)) } + +func TestBuilderFromJSON(t *testing.T) { + tests := []struct { + name string + input string + val any + }{ + {"null_value", `null`, nil}, + {"boolean_true", `true`, true}, + {"boolean_false", `false`, false}, + {"int8", `42`, int8(42)}, + {"int16", `1234`, int16(1234)}, + {"int32", `123456`, int32(123456)}, + {"int64", `1234567890123`, int64(1234567890123)}, + {"decimal", `123.456789`, variant.DecimalValue[decimal.Decimal128]{ + Scale: 6, Value: decimal128.FromU64(123456789), + }}, + {"string", `"test string"`, "test string"}, + {"float64", `1e+20`, float64(1e+20)}, + {"array", `[1, 2, 3]`, []int{1, 2, 3}}, + {"object", `{"key": "value"}`, map[string]any{"key": "value"}}, + {"nested_object", `{"outer": {"inner": 42}}`, map[string]any{ + "outer": map[string]any{"inner": 42}, + }}, + } + + for _, tt := range tests { + t.Run(tt.name, func(t *testing.T) { + v, err := variant.ParseJSON(tt.input, false) + require.NoError(t, err) + + var b variant.Builder + require.NoError(t, b.Append(tt.val)) + expected, err := b.Build() + require.NoError(t, err) + + assert.Equal(t, expected.Type(), v.Type()) + assert.Equal(t, expected.Bytes(), v.Bytes()) + assert.Equal(t, expected.Metadata().Bytes(), v.Metadata().Bytes()) + }) + } +} + +func TestBuilderJSONErrors(t *testing.T) { + tests := []struct { + name string + input string + wantErr string + }{ + {"empty string", ``, "unexpected end of JSON input"}, + {"invalid token", `a`, "failed to decode JSON token"}, + {"missing array end", `[1, 2, 3`, "failed to decode JSON array end"}, + {"invalid array", `[1, "foo", bar`, "failed to decode JSON token"}, + {"missing elem", `[1,`, "unexpected end of JSON input"}, + {"invalid elem", `[1, 5 }`, "expected end of JSON array, got }"}, + {"extra delimiter", `]`, "unexpected JSON delimiter"}, + {"invalid key", `{"key": "value", 42: "invalid"}`, "expected string key in JSON object"}, + {"eof key", `{"key": 1,`, "unexpected end of JSON input"}, + {"invalid token key", `{ab`, "failed to decode JSON key"}, + {"invalid object", `{"key": foo}`, "failed to decode JSON token"}, + {"invalid object end", `{"key": 123 ]`, "expected end of JSON object"}, + {"missing object end", `{"key": 123`, "failed to decode JSON object end"}, + } + + for _, tt := range tests { + t.Run(tt.name, func(t *testing.T) { + _, err := variant.ParseJSON(tt.input, false) + assert.ErrorContains(t, err, tt.wantErr) + }) + } +}