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grafana/pkg/tsdb/influxdb/fsql/arrow_test.go

497 lines
15 KiB

package fsql
import (
"fmt"
"log"
"strings"
"testing"
"time"
"github.com/apache/arrow/go/v15/arrow"
"github.com/apache/arrow/go/v15/arrow/array"
"github.com/apache/arrow/go/v15/arrow/memory"
"github.com/google/go-cmp/cmp"
"github.com/grafana/grafana-plugin-sdk-go/data"
"github.com/grafana/grafana-plugin-sdk-go/data/sqlutil"
"github.com/stretchr/testify/assert"
"google.golang.org/grpc/metadata"
)
func TestNewQueryDataResponse(t *testing.T) {
alloc := memory.DefaultAllocator
schema := arrow.NewSchema(
[]arrow.Field{
{Name: "i8", Type: arrow.PrimitiveTypes.Int8},
{Name: "i16", Type: arrow.PrimitiveTypes.Int16},
{Name: "i32", Type: arrow.PrimitiveTypes.Int32},
{Name: "i64", Type: arrow.PrimitiveTypes.Int64},
{Name: "u8", Type: arrow.PrimitiveTypes.Uint8},
{Name: "u16", Type: arrow.PrimitiveTypes.Uint16},
{Name: "u32", Type: arrow.PrimitiveTypes.Uint32},
{Name: "u64", Type: arrow.PrimitiveTypes.Uint64},
{Name: "f32", Type: arrow.PrimitiveTypes.Float32},
{Name: "f64", Type: arrow.PrimitiveTypes.Float64},
{Name: "utf8", Type: &arrow.StringType{}},
{Name: "duration", Type: &arrow.DurationType{}},
{Name: "timestamp", Type: &arrow.TimestampType{}},
},
nil,
)
strValues := []jsonArray{
newJSONArray(`[1, -2, 3]`, arrow.PrimitiveTypes.Int8),
newJSONArray(`[1, -2, 3]`, arrow.PrimitiveTypes.Int16),
newJSONArray(`[1, -2, 3]`, arrow.PrimitiveTypes.Int32),
newJSONArray(`[1, -2, 3]`, arrow.PrimitiveTypes.Int64),
newJSONArray(`[1, 2, 3]`, arrow.PrimitiveTypes.Uint8),
newJSONArray(`[1, 2, 3]`, arrow.PrimitiveTypes.Uint16),
newJSONArray(`[1, 2, 3]`, arrow.PrimitiveTypes.Uint32),
newJSONArray(`[1, 2, 3]`, arrow.PrimitiveTypes.Uint64),
newJSONArray(`[1.1, -2.2, 3.0]`, arrow.PrimitiveTypes.Float32),
newJSONArray(`[1.1, -2.2, 3.0]`, arrow.PrimitiveTypes.Float64),
newJSONArray(`["foo", "bar", "baz"]`, &arrow.StringType{}),
newJSONArray(`[0, 1, -2]`, &arrow.DurationType{}),
newJSONArray(`[0, 1, 2]`, &arrow.TimestampType{}),
}
var arr []arrow.Array
for _, v := range strValues {
tarr, _, err := array.FromJSON(
alloc,
v.dt,
strings.NewReader(v.json),
)
if err != nil {
t.Fatal(err)
}
arr = append(arr, tarr)
}
record := array.NewRecord(schema, arr, -1)
records := []arrow.Record{record}
reader, err := array.NewRecordReader(schema, records)
assert.NoError(t, err)
query := sqlutil.Query{Format: sqlutil.FormatOptionTable}
resp := newQueryDataResponse(errReader{RecordReader: reader}, query, metadata.MD{})
assert.NoError(t, resp.Error)
assert.Len(t, resp.Frames, 1)
assert.Len(t, resp.Frames[0].Fields, 13)
frame := resp.Frames[0]
f0 := frame.Fields[0]
assert.Equal(t, f0.Name, "i8")
assert.Equal(t, f0.Type(), data.FieldTypeInt8)
assert.Equal(t, []int8{1, -2, 3}, extractFieldValues[int8](t, f0))
f1 := frame.Fields[1]
assert.Equal(t, f1.Name, "i16")
assert.Equal(t, f1.Type(), data.FieldTypeInt16)
assert.Equal(t, []int16{1, -2, 3}, extractFieldValues[int16](t, f1))
f2 := frame.Fields[2]
assert.Equal(t, f2.Name, "i32")
assert.Equal(t, f2.Type(), data.FieldTypeInt32)
assert.Equal(t, []int32{1, -2, 3}, extractFieldValues[int32](t, f2))
f3 := frame.Fields[3]
assert.Equal(t, f3.Name, "i64")
assert.Equal(t, f3.Type(), data.FieldTypeInt64)
assert.Equal(t, []int64{1, -2, 3}, extractFieldValues[int64](t, f3))
f4 := frame.Fields[4]
assert.Equal(t, f4.Name, "u8")
assert.Equal(t, f4.Type(), data.FieldTypeUint8)
assert.Equal(t, []uint8{1, 2, 3}, extractFieldValues[uint8](t, f4))
f5 := frame.Fields[5]
assert.Equal(t, f5.Name, "u16")
assert.Equal(t, f5.Type(), data.FieldTypeUint16)
assert.Equal(t, []uint16{1, 2, 3}, extractFieldValues[uint16](t, f5))
f6 := frame.Fields[6]
assert.Equal(t, f6.Name, "u32")
assert.Equal(t, f6.Type(), data.FieldTypeUint32)
assert.Equal(t, []uint32{1, 2, 3}, extractFieldValues[uint32](t, f6))
f7 := frame.Fields[7]
assert.Equal(t, f7.Name, "u64")
assert.Equal(t, f7.Type(), data.FieldTypeUint64)
assert.Equal(t, []uint64{1, 2, 3}, extractFieldValues[uint64](t, f7))
f8 := frame.Fields[8]
assert.Equal(t, f8.Name, "f32")
assert.Equal(t, f8.Type(), data.FieldTypeFloat32)
assert.Equal(t, []float32{1.1, -2.2, 3.0}, extractFieldValues[float32](t, f8))
f9 := frame.Fields[9]
assert.Equal(t, f9.Name, "f64")
assert.Equal(t, f9.Type(), data.FieldTypeFloat64)
assert.Equal(t, []float64{1.1, -2.2, 3.0}, extractFieldValues[float64](t, f9))
f10 := frame.Fields[10]
assert.Equal(t, f10.Name, "utf8")
assert.Equal(t, f10.Type(), data.FieldTypeString)
assert.Equal(t, []string{"foo", "bar", "baz"}, extractFieldValues[string](t, f10))
f11 := frame.Fields[11]
assert.Equal(t, f11.Name, "duration")
assert.Equal(t, f11.Type(), data.FieldTypeInt64)
assert.Equal(t, []int64{0, 1, -2}, extractFieldValues[int64](t, f11))
f12 := frame.Fields[12]
assert.Equal(t, f12.Name, "timestamp")
assert.Equal(t, f12.Type(), data.FieldTypeTime)
assert.Equal(t,
[]time.Time{
time.Unix(0, 0).UTC(),
time.Unix(0, 1).UTC(),
time.Unix(0, 2).UTC(),
},
extractFieldValues[time.Time](t, f12),
)
}
type jsonArray struct {
json string
dt arrow.DataType
}
func newJSONArray(json string, dt arrow.DataType) jsonArray {
return jsonArray{json: json, dt: dt}
}
func TestNewQueryDataResponse_Error(t *testing.T) {
alloc := memory.DefaultAllocator
schema := arrow.NewSchema(
[]arrow.Field{
{Name: "f1-i64", Type: arrow.PrimitiveTypes.Int64},
{Name: "f2-f64", Type: arrow.PrimitiveTypes.Float64},
},
nil,
)
i64s, _, err := array.FromJSON(
alloc,
&arrow.Int64Type{},
strings.NewReader(`[1, 2, 3]`),
)
assert.NoError(t, err)
f64s, _, err := array.FromJSON(
alloc,
&arrow.Float64Type{},
strings.NewReader(`[1.1, 2.2, 3.3]`),
)
assert.NoError(t, err)
record := array.NewRecord(schema, []arrow.Array{i64s, f64s}, -1)
records := []arrow.Record{record}
reader, err := array.NewRecordReader(schema, records)
assert.NoError(t, err)
wrappedReader := errReader{
RecordReader: reader,
err: fmt.Errorf("explosion!"),
}
query := sqlutil.Query{Format: sqlutil.FormatOptionTable}
resp := newQueryDataResponse(wrappedReader, query, metadata.MD{})
assert.Error(t, resp.Error)
assert.Equal(t, fmt.Errorf("explosion!"), resp.Error)
}
func TestNewQueryDataResponse_WideTable(t *testing.T) {
alloc := memory.DefaultAllocator
schema := arrow.NewSchema(
[]arrow.Field{
{Name: "time", Type: &arrow.TimestampType{}},
{Name: "label", Type: &arrow.StringType{}},
{Name: "value", Type: arrow.PrimitiveTypes.Int64},
},
nil,
)
times, _, err := array.FromJSON(
alloc,
&arrow.TimestampType{},
strings.NewReader(`["2023-01-01T00:00:00Z", "2023-01-01T00:00:01Z", "2023-01-01T00:00:02Z"]`),
)
assert.NoError(t, err)
strs, _, err := array.FromJSON(
alloc,
&arrow.StringType{},
strings.NewReader(`["foo", "bar", "baz"]`),
)
assert.NoError(t, err)
i64s, _, err := array.FromJSON(
alloc,
arrow.PrimitiveTypes.Int64,
strings.NewReader(`[1, 2, 3]`),
)
assert.NoError(t, err)
record := array.NewRecord(schema, []arrow.Array{times, strs, i64s}, -1)
records := []arrow.Record{record}
reader, err := array.NewRecordReader(schema, records)
assert.NoError(t, err)
resp := newQueryDataResponse(errReader{RecordReader: reader}, sqlutil.Query{}, metadata.MD{})
assert.NoError(t, resp.Error)
assert.Len(t, resp.Frames, 1)
assert.Equal(t, 3, resp.Frames[0].Rows())
assert.Len(t, resp.Frames[0].Fields, 4)
frame := resp.Frames[0]
assert.Equal(t, "time", frame.Fields[0].Name)
// label=bar
assert.Equal(t, "value", frame.Fields[1].Name)
assert.Equal(t, data.Labels{"label": "bar"}, frame.Fields[1].Labels)
assert.Equal(t, []int64{0, 2, 0}, extractFieldValues[int64](t, frame.Fields[1]))
// label=baz
assert.Equal(t, "value", frame.Fields[2].Name)
assert.Equal(t, data.Labels{"label": "baz"}, frame.Fields[2].Labels)
assert.Equal(t, []int64{0, 0, 3}, extractFieldValues[int64](t, frame.Fields[2]))
// label=foo
assert.Equal(t, "value", frame.Fields[3].Name)
assert.Equal(t, data.Labels{"label": "foo"}, frame.Fields[3].Labels)
assert.Equal(t, []int64{1, 0, 0}, extractFieldValues[int64](t, frame.Fields[3]))
}
func extractFieldValues[T any](t *testing.T, field *data.Field) []T {
t.Helper()
values := make([]T, 0, field.Len())
for i := 0; i < cap(values); i++ {
values = append(values, field.CopyAt(i).(T))
}
return values
}
type errReader struct {
array.RecordReader
err error
}
func (r errReader) Err() error {
return r.err
}
func TestNewFrame(t *testing.T) {
schema := arrow.NewSchema([]arrow.Field{
{
Name: "name",
Type: &arrow.StringType{},
Nullable: false,
Metadata: arrow.NewMetadata(nil, nil),
},
{
Name: "time",
Type: &arrow.TimestampType{},
Nullable: false,
Metadata: arrow.NewMetadata(nil, nil),
},
{
Name: "extra",
Type: &arrow.Int64Type{},
Nullable: true,
Metadata: arrow.NewMetadata(nil, nil),
},
}, nil)
actual := newFrame(schema)
expected := &data.Frame{
Fields: []*data.Field{
data.NewField("name", nil, []string{}),
data.NewField("time", nil, []time.Time{}),
data.NewField("extra", nil, []*int64{}),
},
}
if !cmp.Equal(expected, actual, cmp.Comparer(cmpFrame)) {
log.Fatal(cmp.Diff(expected, actual))
}
}
func cmpFrame(a, b data.Frame) bool {
if len(a.Fields) != len(b.Fields) {
return false
}
for i := 0; i < len(a.Fields); i++ {
if a.Fields[i].Name != b.Fields[i].Name {
return false
}
if a.Fields[i].Nullable() != b.Fields[i].Nullable() {
return false
}
}
return true
}
func TestCopyData_String(t *testing.T) {
field := data.NewField("field", nil, []string{})
builder := array.NewStringBuilder(memory.DefaultAllocator)
builder.Append("joe")
builder.Append("john")
builder.Append("jackie")
err := copyData(field, builder.NewArray())
assert.NoError(t, err)
assert.Equal(t, "joe", field.CopyAt(0))
assert.Equal(t, "john", field.CopyAt(1))
assert.Equal(t, "jackie", field.CopyAt(2))
field = data.NewField("field", nil, []*string{})
builder = array.NewStringBuilder(memory.DefaultAllocator)
builder.Append("joe")
builder.AppendNull()
builder.Append("jackie")
err = copyData(field, builder.NewArray())
assert.NoError(t, err)
assert.Equal(t, "joe", *(field.CopyAt(0).(*string)))
assert.Equal(t, (*string)(nil), field.CopyAt(1))
assert.Equal(t, "jackie", *(field.CopyAt(2).(*string)))
}
func TestCopyData_Timestamp(t *testing.T) {
start, _ := time.Parse(time.RFC3339, "2023-01-01T01:01:01Z")
field := data.NewField("field", nil, []time.Time{})
builder := array.NewTimestampBuilder(memory.DefaultAllocator, &arrow.TimestampType{})
builder.Append(arrow.Timestamp(start.Add(time.Hour).UnixNano()))
builder.Append(arrow.Timestamp(start.Add(2 * time.Hour).UnixNano()))
builder.Append(arrow.Timestamp(start.Add(3 * time.Hour).UnixNano()))
err := copyData(field, builder.NewArray())
assert.NoError(t, err)
assert.Equal(t, start.Add(time.Hour), field.CopyAt(0))
assert.Equal(t, start.Add(2*time.Hour), field.CopyAt(1))
assert.Equal(t, start.Add(3*time.Hour), field.CopyAt(2))
field = data.NewField("field", nil, []*time.Time{})
builder = array.NewTimestampBuilder(memory.DefaultAllocator, &arrow.TimestampType{})
builder.Append(arrow.Timestamp(start.Add(time.Hour).UnixNano()))
builder.AppendNull()
builder.Append(arrow.Timestamp(start.Add(3 * time.Hour).UnixNano()))
err = copyData(field, builder.NewArray())
assert.NoError(t, err)
assert.Equal(t, start.Add(time.Hour), *field.CopyAt(0).(*time.Time))
assert.Equal(t, (*time.Time)(nil), field.CopyAt(1))
assert.Equal(t, start.Add(3*time.Hour), *field.CopyAt(2).(*time.Time))
}
func TestCopyData_Boolean(t *testing.T) {
field := data.NewField("field", nil, []bool{})
builder := array.NewBooleanBuilder(memory.DefaultAllocator)
builder.Append(true)
builder.Append(false)
builder.Append(true)
err := copyData(field, builder.NewArray())
assert.NoError(t, err)
assert.Equal(t, true, field.CopyAt(0))
assert.Equal(t, false, field.CopyAt(1))
assert.Equal(t, true, field.CopyAt(2))
field = data.NewField("field", nil, []*bool{})
builder = array.NewBooleanBuilder(memory.DefaultAllocator)
builder.Append(true)
builder.AppendNull()
builder.Append(true)
err = copyData(field, builder.NewArray())
assert.NoError(t, err)
assert.Equal(t, true, *field.CopyAt(0).(*bool))
assert.Equal(t, (*bool)(nil), field.CopyAt(1))
assert.Equal(t, true, *field.CopyAt(2).(*bool))
}
func TestCopyData_Int64(t *testing.T) {
field := data.NewField("field", nil, []int64{})
builder := array.NewInt64Builder(memory.DefaultAllocator)
builder.Append(1)
builder.Append(2)
builder.Append(3)
err := copyData(field, builder.NewArray())
assert.NoError(t, err)
assert.Equal(t, int64(1), field.CopyAt(0))
assert.Equal(t, int64(2), field.CopyAt(1))
assert.Equal(t, int64(3), field.CopyAt(2))
field = data.NewField("field", nil, []*int64{})
builder = array.NewInt64Builder(memory.DefaultAllocator)
builder.Append(1)
builder.AppendNull()
builder.Append(3)
arr := builder.NewArray()
err = copyData(field, arr)
assert.NoError(t, err)
assert.Equal(t, int64(1), *field.CopyAt(0).(*int64))
assert.Equal(t, (*int64)(nil), field.CopyAt(1))
assert.Equal(t, int64(3), *field.CopyAt(2).(*int64))
}
func TestCopyData_Float64(t *testing.T) {
field := data.NewField("field", nil, []float64{})
builder := array.NewFloat64Builder(memory.DefaultAllocator)
builder.Append(1.1)
builder.Append(2.2)
builder.Append(3.3)
err := copyData(field, builder.NewArray())
assert.NoError(t, err)
assert.Equal(t, float64(1.1), field.CopyAt(0))
assert.Equal(t, float64(2.2), field.CopyAt(1))
assert.Equal(t, float64(3.3), field.CopyAt(2))
field = data.NewField("field", nil, []*float64{})
builder = array.NewFloat64Builder(memory.DefaultAllocator)
builder.Append(1.1)
builder.AppendNull()
builder.Append(3.3)
err = copyData(field, builder.NewArray())
assert.NoError(t, err)
assert.Equal(t, float64(1.1), *field.CopyAt(0).(*float64))
assert.Equal(t, (*float64)(nil), field.CopyAt(1))
assert.Equal(t, float64(3.3), *field.CopyAt(2).(*float64))
}
func TestCustomMetadata(t *testing.T) {
schema := arrow.NewSchema([]arrow.Field{
{
Name: "int64",
Type: &arrow.Int64Type{},
Nullable: true,
Metadata: arrow.NewMetadata(nil, nil),
},
}, nil)
i64s, _, err := array.FromJSON(
memory.DefaultAllocator,
arrow.PrimitiveTypes.Int64,
strings.NewReader(`[1, 2, 3]`),
)
assert.NoError(t, err)
record := array.NewRecord(schema, []arrow.Array{i64s}, -1)
records := []arrow.Record{record}
reader, err := array.NewRecordReader(schema, records)
assert.NoError(t, err)
md := metadata.MD{}
md.Set("trace-id", "abc")
md.Set("trace-sampled", "true")
query := sqlutil.Query{
Format: sqlutil.FormatOptionTable,
}
resp := newQueryDataResponse(errReader{RecordReader: reader}, query, md)
assert.NoError(t, resp.Error)
assert.Equal(t, map[string]any{
"headers": metadata.MD{
"trace-id": []string{"abc"},
"trace-sampled": []string{"true"},
},
}, resp.Frames[0].Meta.Custom)
}