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rows.go
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486 lines (445 loc) · 13.4 KB
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package datafusion
import (
"database/sql"
"database/sql/driver"
"fmt"
"io"
"math"
"reflect"
"strings"
"time"
"github.com/apache/arrow-go/v18/arrow"
"github.com/apache/arrow-go/v18/arrow/array"
"github.com/apache/arrow-go/v18/arrow/arrio"
)
type rows struct {
reader arrio.Reader
current arrow.RecordBatch
row int
columns []string
scanTypes []reflect.Type
dbTypes []string
nullable []bool
lengths []columnLength
scales []columnPrecisionScale
closed bool
}
type columnLength struct {
value int64
ok bool
}
type columnPrecisionScale struct {
precision int64
scale int64
ok bool
}
func newRows(reader arrio.Reader) (*rows, error) {
r := &rows{reader: reader}
if schemaReader, ok := reader.(interface{ Schema() *arrow.Schema }); ok {
if schema := schemaReader.Schema(); schema != nil {
if err := r.initMetadata(schema); err != nil {
return nil, err
}
}
}
return r, nil
}
func (r *rows) Columns() []string {
if err := r.ensureMetadata(); err != nil {
return nil
}
out := make([]string, len(r.columns))
copy(out, r.columns)
return out
}
func (r *rows) Close() error {
if r.closed {
return nil
}
r.closed = true
if r.current != nil {
r.current.Release()
r.current = nil
}
closeReader(r.reader)
return nil
}
func (r *rows) Next(dst []driver.Value) error {
if r.closed {
return driverError(ErrorClosed, "datafusion rows are closed", nil)
}
for r.current == nil || r.row >= int(r.current.NumRows()) {
if r.current != nil {
r.current.Release()
r.current = nil
}
rec, err := r.reader.Read()
if err != nil {
if err == io.EOF {
closeReader(r.reader)
return io.EOF
}
return driverError(ErrorScan, "could not read DataFusion record batch", err)
}
if r.columns == nil {
if err := r.initMetadata(rec.Schema()); err != nil {
rec.Release()
return driverError(ErrorScan, "could not read DataFusion schema", err)
}
}
if rec.NumRows() == 0 {
rec.Release()
continue
}
r.current = rec
r.row = 0
}
for col := range dst {
value, err := arrowValue(r.current.Column(col), r.row)
if err != nil {
return driverError(ErrorScan, fmt.Sprintf("could not scan column %d", col), err)
}
dst[col] = value
}
r.row++
return nil
}
func (r *rows) ColumnTypeScanType(index int) reflect.Type {
if err := r.ensureMetadata(); err != nil || index < 0 || index >= len(r.scanTypes) {
return nil
}
return r.scanTypes[index]
}
func (r *rows) ColumnTypeDatabaseTypeName(index int) string {
if err := r.ensureMetadata(); err != nil || index < 0 || index >= len(r.dbTypes) {
return ""
}
return r.dbTypes[index]
}
func (r *rows) ColumnTypeNullable(index int) (nullable, ok bool) {
if err := r.ensureMetadata(); err != nil || index < 0 || index >= len(r.nullable) {
return false, false
}
return r.nullable[index], true
}
func (r *rows) ColumnTypeLength(index int) (length int64, ok bool) {
if err := r.ensureMetadata(); err != nil || index < 0 || index >= len(r.lengths) {
return 0, false
}
return r.lengths[index].value, r.lengths[index].ok
}
func (r *rows) ColumnTypePrecisionScale(index int) (precision, scale int64, ok bool) {
if err := r.ensureMetadata(); err != nil || index < 0 || index >= len(r.scales) {
return 0, 0, false
}
info := r.scales[index]
return info.precision, info.scale, info.ok
}
func (r *rows) HasNextResultSet() bool {
return false
}
func (r *rows) NextResultSet() error {
return io.EOF
}
func (r *rows) ensureMetadata() error {
if r.columns != nil {
return nil
}
rec, err := r.reader.Read()
if err != nil {
if err == io.EOF {
if err := r.initMetadata(arrow.NewSchema(nil, nil)); err != nil {
return err
}
return nil
}
return err
}
if err := r.initMetadata(rec.Schema()); err != nil {
rec.Release()
return err
}
r.current = rec
r.row = 0
return nil
}
func (r *rows) initMetadata(schema *arrow.Schema) error {
fields := schema.Fields()
for _, field := range fields {
if err := checkDatabaseSQLType(field.Type); err != nil {
return fmt.Errorf("column %q: %w", field.Name, err)
}
}
r.columns = make([]string, len(fields))
r.scanTypes = make([]reflect.Type, len(fields))
r.dbTypes = make([]string, len(fields))
r.nullable = make([]bool, len(fields))
r.lengths = make([]columnLength, len(fields))
r.scales = make([]columnPrecisionScale, len(fields))
for i, field := range fields {
r.columns[i] = field.Name
r.scanTypes[i] = scanType(field.Type, field.Nullable)
r.dbTypes[i] = databaseTypeName(field.Type)
r.nullable[i] = field.Nullable
length, lengthOK := columnTypeLength(field.Type)
r.lengths[i] = columnLength{value: length, ok: lengthOK}
precision, scale, scaleOK := columnTypePrecisionScale(field.Type)
r.scales[i] = columnPrecisionScale{precision: precision, scale: scale, ok: scaleOK}
}
return nil
}
func arrowValue(values arrow.Array, row int) (driver.Value, error) {
if values.IsNull(row) {
return nil, nil
}
switch arr := values.(type) {
case *array.Null:
return nil, nil
case *array.Boolean:
return arr.Value(row), nil
case *array.Int8:
return int64(arr.Value(row)), nil
case *array.Int16:
return int64(arr.Value(row)), nil
case *array.Int32:
return int64(arr.Value(row)), nil
case *array.Int64:
return arr.Value(row), nil
case *array.Uint8:
return int64(arr.Value(row)), nil
case *array.Uint16:
return int64(arr.Value(row)), nil
case *array.Uint32:
return int64(arr.Value(row)), nil
case *array.Uint64:
value := arr.Value(row)
if value > uint64(math.MaxInt64) {
return nil, fmt.Errorf("uint64 value %d exceeds int64 range", value)
}
return int64(value), nil
case *array.Float16:
return float64(arr.Value(row).Float32()), nil
case *array.Float32:
return float64(arr.Value(row)), nil
case *array.Float64:
return arr.Value(row), nil
case *array.String:
return strings.Clone(arr.Value(row)), nil
case *array.LargeString:
return strings.Clone(arr.Value(row)), nil
case *array.StringView:
return strings.Clone(arr.Value(row)), nil
case *array.Binary:
return copyBytes(arr.Value(row)), nil
case *array.LargeBinary:
return copyBytes(arr.Value(row)), nil
case *array.FixedSizeBinary:
return copyBytes(arr.Value(row)), nil
case *array.BinaryView:
return copyBytes(arr.Value(row)), nil
case *array.Date32:
return arr.Value(row).ToTime(), nil
case *array.Date64:
return arr.Value(row).ToTime(), nil
case *array.Time32:
unit := arr.DataType().(*arrow.Time32Type).Unit
return arr.Value(row).ToTime(unit), nil
case *array.Time64:
unit := arr.DataType().(*arrow.Time64Type).Unit
return arr.Value(row).ToTime(unit), nil
case *array.Timestamp:
toTime, err := arr.DataType().(*arrow.TimestampType).GetToTimeFunc()
if err != nil {
return nil, err
}
return toTime(arr.Value(row)), nil
case *array.Duration:
unit := arr.DataType().(*arrow.DurationType).Unit
return durationNanos(int64(arr.Value(row)), int64(unit.Multiplier()))
case *array.Decimal32:
return arr.ValueStr(row), nil
case *array.Decimal64:
return arr.ValueStr(row), nil
case *array.Decimal128:
return arr.ValueStr(row), nil
case *array.Decimal256:
return arr.ValueStr(row), nil
case *array.MonthInterval:
return fmt.Sprintf("%d months", int32(arr.Value(row))), nil
case *array.DayTimeInterval:
value := arr.Value(row)
return fmt.Sprintf("%d days %d milliseconds", value.Days, value.Milliseconds), nil
case *array.MonthDayNanoInterval:
value := arr.Value(row)
return fmt.Sprintf("%d months %d days %d nanoseconds", value.Months, value.Days, value.Nanoseconds), nil
default:
return nil, fmt.Errorf("unsupported Arrow type %s", values.DataType())
}
}
func copyBytes(in []byte) []byte {
out := make([]byte, len(in))
copy(out, in)
return out
}
func durationNanos(value, multiplier int64) (int64, error) {
if multiplier <= 0 {
return 0, fmt.Errorf("duration unit multiplier must be positive, got %d", multiplier)
}
if value > 0 && value > math.MaxInt64/multiplier {
return 0, fmt.Errorf("duration value %d overflows int64 nanoseconds", value)
}
if value < 0 && value < math.MinInt64/multiplier {
return 0, fmt.Errorf("duration value %d overflows int64 nanoseconds", value)
}
return value * multiplier, nil
}
func checkDatabaseSQLType(dt arrow.DataType) error {
switch dt.ID() {
case arrow.NULL,
arrow.BOOL,
arrow.INT8, arrow.INT16, arrow.INT32, arrow.INT64,
arrow.UINT8, arrow.UINT16, arrow.UINT32, arrow.UINT64,
arrow.FLOAT16, arrow.FLOAT32, arrow.FLOAT64,
arrow.STRING, arrow.LARGE_STRING, arrow.STRING_VIEW,
arrow.BINARY, arrow.LARGE_BINARY, arrow.FIXED_SIZE_BINARY, arrow.BINARY_VIEW,
arrow.DATE32, arrow.DATE64,
arrow.TIME32, arrow.TIME64,
arrow.TIMESTAMP,
arrow.DURATION,
arrow.DECIMAL32, arrow.DECIMAL64, arrow.DECIMAL128, arrow.DECIMAL256,
arrow.INTERVAL_MONTHS, arrow.INTERVAL_DAY_TIME, arrow.INTERVAL_MONTH_DAY_NANO:
return nil
}
return fmt.Errorf("database/sql conversion does not support Arrow %s type %s; use QueryArrowContext for exact Arrow data", unsupportedArrowFamily(dt), dt)
}
func unsupportedArrowFamily(dt arrow.DataType) string {
switch dt.ID() {
case arrow.LIST, arrow.LARGE_LIST, arrow.FIXED_SIZE_LIST, arrow.LIST_VIEW, arrow.LARGE_LIST_VIEW:
return "list"
case arrow.STRUCT:
return "struct"
case arrow.MAP:
return "map"
case arrow.SPARSE_UNION, arrow.DENSE_UNION:
return "union"
case arrow.DICTIONARY:
return "dictionary"
case arrow.EXTENSION:
return "extension"
case arrow.RUN_END_ENCODED:
return "run-end encoded"
default:
return "unsupported"
}
}
func scanType(dt arrow.DataType, nullable bool) reflect.Type {
if nullable {
switch dt.ID() {
case arrow.BOOL:
return reflect.TypeOf(sql.NullBool{})
case arrow.INT8, arrow.INT16, arrow.INT32, arrow.INT64:
return reflect.TypeOf(sql.NullInt64{})
case arrow.UINT8, arrow.UINT16, arrow.UINT32, arrow.UINT64:
return reflect.TypeOf(sql.NullInt64{})
case arrow.FLOAT16, arrow.FLOAT32, arrow.FLOAT64:
return reflect.TypeOf(sql.NullFloat64{})
case arrow.DATE32, arrow.DATE64, arrow.TIME32, arrow.TIME64, arrow.TIMESTAMP:
return reflect.TypeOf(sql.NullTime{})
case arrow.DURATION:
return reflect.TypeOf(sql.NullInt64{})
case arrow.STRING, arrow.LARGE_STRING, arrow.STRING_VIEW:
return reflect.TypeOf(sql.NullString{})
case arrow.DECIMAL32, arrow.DECIMAL64, arrow.DECIMAL128, arrow.DECIMAL256:
return reflect.TypeOf(sql.NullString{})
case arrow.INTERVAL_MONTHS, arrow.INTERVAL_DAY_TIME, arrow.INTERVAL_MONTH_DAY_NANO:
return reflect.TypeOf(sql.NullString{})
}
}
switch dt.ID() {
case arrow.NULL:
return reflect.TypeOf(new(any)).Elem()
case arrow.BOOL:
return reflect.TypeOf(false)
case arrow.INT8, arrow.INT16, arrow.INT32, arrow.INT64:
return reflect.TypeOf(int64(0))
case arrow.UINT8, arrow.UINT16, arrow.UINT32, arrow.UINT64:
return reflect.TypeOf(int64(0))
case arrow.FLOAT16, arrow.FLOAT32, arrow.FLOAT64:
return reflect.TypeOf(float64(0))
case arrow.DATE32, arrow.DATE64, arrow.TIME32, arrow.TIME64:
return reflect.TypeOf(time.Time{})
case arrow.DURATION:
return reflect.TypeOf(int64(0))
case arrow.STRING, arrow.LARGE_STRING, arrow.STRING_VIEW:
return reflect.TypeOf("")
case arrow.BINARY, arrow.LARGE_BINARY, arrow.FIXED_SIZE_BINARY, arrow.BINARY_VIEW:
return reflect.TypeOf([]byte{})
case arrow.TIMESTAMP:
return reflect.TypeOf(time.Time{})
case arrow.DECIMAL32, arrow.DECIMAL64, arrow.DECIMAL128, arrow.DECIMAL256:
return reflect.TypeOf("")
case arrow.INTERVAL_MONTHS, arrow.INTERVAL_DAY_TIME, arrow.INTERVAL_MONTH_DAY_NANO:
return reflect.TypeOf("")
default:
return reflect.TypeOf(new(any)).Elem()
}
}
func databaseTypeName(dt arrow.DataType) string {
switch dt := dt.(type) {
case *arrow.FixedSizeBinaryType:
return fmt.Sprintf("FIXED_SIZE_BINARY(%d)", dt.ByteWidth)
case *arrow.Date32Type:
return "DATE32[day]"
case *arrow.Date64Type:
return "DATE64[ms]"
case *arrow.Time32Type:
return fmt.Sprintf("TIME32[%s]", dt.Unit)
case *arrow.Time64Type:
return fmt.Sprintf("TIME64[%s]", dt.Unit)
case *arrow.TimestampType:
if dt.TimeZone == "" {
return fmt.Sprintf("TIMESTAMP[%s]", dt.Unit)
}
return fmt.Sprintf("TIMESTAMP[%s, tz=%s]", dt.Unit, dt.TimeZone)
case *arrow.DurationType:
return fmt.Sprintf("DURATION[%s]", dt.Unit)
case *arrow.Decimal32Type:
return fmt.Sprintf("DECIMAL32(%d,%d)", dt.Precision, dt.Scale)
case *arrow.Decimal64Type:
return fmt.Sprintf("DECIMAL64(%d,%d)", dt.Precision, dt.Scale)
case *arrow.Decimal128Type:
return fmt.Sprintf("DECIMAL(%d,%d)", dt.Precision, dt.Scale)
case *arrow.Decimal256Type:
return fmt.Sprintf("DECIMAL256(%d,%d)", dt.Precision, dt.Scale)
case *arrow.MonthIntervalType:
return "INTERVAL_MONTHS"
case *arrow.DayTimeIntervalType:
return "INTERVAL_DAY_TIME"
case *arrow.MonthDayNanoIntervalType:
return "INTERVAL_MONTH_DAY_NANO"
default:
return strings.ToUpper(dt.Name())
}
}
func columnTypeLength(dt arrow.DataType) (int64, bool) {
switch dt := dt.(type) {
case *arrow.FixedSizeBinaryType:
return int64(dt.ByteWidth), true
default:
return 0, false
}
}
func columnTypePrecisionScale(dt arrow.DataType) (int64, int64, bool) {
decimalType, ok := dt.(arrow.DecimalType)
if !ok {
return 0, 0, false
}
return int64(decimalType.GetPrecision()), int64(decimalType.GetScale()), true
}
var _ driver.Rows = (*rows)(nil)
var _ driver.RowsColumnTypeScanType = (*rows)(nil)
var _ driver.RowsColumnTypeDatabaseTypeName = (*rows)(nil)
var _ driver.RowsColumnTypeNullable = (*rows)(nil)
var _ driver.RowsColumnTypeLength = (*rows)(nil)
var _ driver.RowsColumnTypePrecisionScale = (*rows)(nil)
var _ driver.RowsNextResultSet = (*rows)(nil)