|
| 1 | +package literal |
| 2 | + |
| 3 | +import ( |
| 4 | + "fmt" |
| 5 | + |
| 6 | + substraitgo "github.com/substrait-io/substrait-go/v6" |
| 7 | + "github.com/substrait-io/substrait-go/v6/expr" |
| 8 | + "github.com/substrait-io/substrait-go/v6/types" |
| 9 | +) |
| 10 | + |
| 11 | +// VirtualTableFromGoTypes converts Go values to VirtualTable expressions and infers their types. |
| 12 | +// It accepts field names, tuples of polymorphic Go values, and optional nullability configuration. |
| 13 | +// Returns the converted expressions, inferred column types, and any error encountered. |
| 14 | +// If nullableColumns is nil, all columns default to non-nullable (required). |
| 15 | +func VirtualTableFromGoTypes(fieldNames []string, tuples [][]any, nullableColumns []bool) ([]expr.VirtualTableExpressionValue, []types.Type, error) { |
| 16 | + // Need at least one tuple to infer column types from Go values. |
| 17 | + // Empty virtual tables are valid, but require explicit type specification via VirtualTableFromExpr. |
| 18 | + if len(tuples) == 0 { |
| 19 | + return nil, nil, fmt.Errorf("%w: must provide at least one tuple for virtual table", substraitgo.ErrInvalidRel) |
| 20 | + } |
| 21 | + |
| 22 | + nfields := len(fieldNames) |
| 23 | + if nfields == 0 { |
| 24 | + return nil, nil, fmt.Errorf("%w: must provide at least one field name", substraitgo.ErrInvalidRel) |
| 25 | + } |
| 26 | + |
| 27 | + for i, tuple := range tuples { |
| 28 | + if len(tuple) != nfields { |
| 29 | + return nil, nil, fmt.Errorf("%w: tuple %d has %d values, expected %d", substraitgo.ErrInvalidRel, i, len(tuple), nfields) |
| 30 | + } |
| 31 | + } |
| 32 | + |
| 33 | + if nullableColumns == nil { |
| 34 | + // default behavior is that none of the columns are nullable |
| 35 | + nullableColumns = make([]bool, nfields) |
| 36 | + } else if len(nullableColumns) != nfields { |
| 37 | + return nil, nil, fmt.Errorf("%w: nullableColumns length (%d) must match fieldNames length (%d) or be nil", substraitgo.ErrInvalidRel, len(nullableColumns), nfields) |
| 38 | + } |
| 39 | + |
| 40 | + columnTypes, err := inferColumnTypesFromGoTypes(tuples, fieldNames, nullableColumns) |
| 41 | + if err != nil { |
| 42 | + return nil, nil, err |
| 43 | + } |
| 44 | + |
| 45 | + if err := validateColumnTypesFromGoTypes(tuples, fieldNames, nullableColumns, columnTypes); err != nil { |
| 46 | + return nil, nil, err |
| 47 | + } |
| 48 | + |
| 49 | + values, err := convertGoTuplesToExpressions(tuples, fieldNames, columnTypes) |
| 50 | + if err != nil { |
| 51 | + return nil, nil, err |
| 52 | + } |
| 53 | + |
| 54 | + return values, columnTypes, nil |
| 55 | +} |
| 56 | + |
| 57 | +func GoTypeToSubstraitType(val any, nullable bool) (types.Type, error) { |
| 58 | + nullability := types.NullabilityRequired |
| 59 | + if nullable { |
| 60 | + nullability = types.NullabilityNullable |
| 61 | + } |
| 62 | + |
| 63 | + switch val.(type) { |
| 64 | + case bool: |
| 65 | + return &types.BooleanType{Nullability: nullability}, nil |
| 66 | + case int8: |
| 67 | + return &types.Int8Type{Nullability: nullability}, nil |
| 68 | + case int16: |
| 69 | + return &types.Int16Type{Nullability: nullability}, nil |
| 70 | + case int32: |
| 71 | + return &types.Int32Type{Nullability: nullability}, nil |
| 72 | + case int: |
| 73 | + return &types.Int64Type{Nullability: nullability}, nil |
| 74 | + case int64: |
| 75 | + return &types.Int64Type{Nullability: nullability}, nil |
| 76 | + case float32: |
| 77 | + return &types.Float32Type{Nullability: nullability}, nil |
| 78 | + case float64: |
| 79 | + return &types.Float64Type{Nullability: nullability}, nil |
| 80 | + case string: |
| 81 | + return &types.StringType{Nullability: nullability}, nil |
| 82 | + default: |
| 83 | + return nil, fmt.Errorf("unsupported Go type: %T", val) |
| 84 | + } |
| 85 | +} |
| 86 | + |
| 87 | +func GoValueToExpression(val any, expectedType types.Type) (expr.Expression, error) { |
| 88 | + actualType, err := GoTypeToSubstraitType(val, false) |
| 89 | + if err != nil { |
| 90 | + return nil, err |
| 91 | + } |
| 92 | + |
| 93 | + // Compare base types (ignore nullability for this check) |
| 94 | + actualBase := actualType.WithNullability(types.NullabilityRequired) |
| 95 | + expectedBase := expectedType.WithNullability(types.NullabilityRequired) |
| 96 | + |
| 97 | + if !actualBase.Equals(expectedBase) { |
| 98 | + return nil, fmt.Errorf("type mismatch: got %T, expected type compatible with %s", val, expectedType) |
| 99 | + } |
| 100 | + |
| 101 | + switch v := val.(type) { |
| 102 | + case bool: |
| 103 | + return expr.NewPrimitiveLiteral(v, expectedType.GetNullability() == types.NullabilityNullable), nil |
| 104 | + case int8: |
| 105 | + return expr.NewPrimitiveLiteral(v, expectedType.GetNullability() == types.NullabilityNullable), nil |
| 106 | + case int16: |
| 107 | + return expr.NewPrimitiveLiteral(v, expectedType.GetNullability() == types.NullabilityNullable), nil |
| 108 | + case int32: |
| 109 | + return expr.NewPrimitiveLiteral(v, expectedType.GetNullability() == types.NullabilityNullable), nil |
| 110 | + case int: |
| 111 | + return expr.NewPrimitiveLiteral(int64(v), expectedType.GetNullability() == types.NullabilityNullable), nil |
| 112 | + case int64: |
| 113 | + return expr.NewPrimitiveLiteral(v, expectedType.GetNullability() == types.NullabilityNullable), nil |
| 114 | + case float32: |
| 115 | + return expr.NewPrimitiveLiteral(v, expectedType.GetNullability() == types.NullabilityNullable), nil |
| 116 | + case float64: |
| 117 | + return expr.NewPrimitiveLiteral(v, expectedType.GetNullability() == types.NullabilityNullable), nil |
| 118 | + case string: |
| 119 | + return expr.NewPrimitiveLiteral(v, expectedType.GetNullability() == types.NullabilityNullable), nil |
| 120 | + default: |
| 121 | + return nil, fmt.Errorf("unsupported value type: %T", val) |
| 122 | + } |
| 123 | +} |
| 124 | + |
| 125 | +// inferColumnTypesFromGoTypes infers Substrait types from the first non-null value in each column |
| 126 | +func inferColumnTypesFromGoTypes(tuples [][]any, fieldNames []string, nullableColumns []bool) ([]types.Type, error) { |
| 127 | + nfields := len(fieldNames) |
| 128 | + columnTypes := make([]types.Type, nfields) |
| 129 | + |
| 130 | + for colIdx := range nfields { |
| 131 | + var foundType types.Type |
| 132 | + for rowIdx := range len(tuples) { |
| 133 | + val := tuples[rowIdx][colIdx] |
| 134 | + if val != nil { |
| 135 | + var err error |
| 136 | + foundType, err = GoTypeToSubstraitType(val, nullableColumns[colIdx]) |
| 137 | + if err != nil { |
| 138 | + return nil, fmt.Errorf("failed to infer type for column %d (%s): %w", colIdx, fieldNames[colIdx], err) |
| 139 | + } |
| 140 | + break |
| 141 | + } |
| 142 | + } |
| 143 | + |
| 144 | + if foundType == nil { |
| 145 | + return nil, fmt.Errorf("%w: column %d (%s) contains only null values, cannot infer type", substraitgo.ErrInvalidRel, colIdx, fieldNames[colIdx]) |
| 146 | + } |
| 147 | + |
| 148 | + columnTypes[colIdx] = foundType |
| 149 | + } |
| 150 | + return columnTypes, nil |
| 151 | +} |
| 152 | + |
| 153 | +// validateColumnTypesFromGoTypes validates that the values in each column of every row conform to the type specified in columnTypes |
| 154 | +func validateColumnTypesFromGoTypes(tuples [][]any, fieldNames []string, nullableColumns []bool, columnTypes []types.Type) error { |
| 155 | + nfields := len(fieldNames) |
| 156 | + |
| 157 | + for colIdx := range nfields { |
| 158 | + expectedType := columnTypes[colIdx] |
| 159 | + |
| 160 | + for rowIdx := range len(tuples) { |
| 161 | + val := tuples[rowIdx][colIdx] |
| 162 | + if val != nil { |
| 163 | + currentType, err := GoTypeToSubstraitType(val, nullableColumns[colIdx]) |
| 164 | + if err != nil { |
| 165 | + return fmt.Errorf("invalid type in row %d, col %d (%s): %w", rowIdx, colIdx, fieldNames[colIdx], err) |
| 166 | + } |
| 167 | + |
| 168 | + // Compare base types (ignore nullability for this check) |
| 169 | + expectedBase := expectedType.WithNullability(types.NullabilityRequired) |
| 170 | + currentBase := currentType.WithNullability(types.NullabilityRequired) |
| 171 | + |
| 172 | + if !expectedBase.Equals(currentBase) { |
| 173 | + return fmt.Errorf("%w: type mismatch in column %d (%s): found %T in row %d, expected type compatible with %s", |
| 174 | + substraitgo.ErrInvalidRel, colIdx, fieldNames[colIdx], val, rowIdx, expectedType) |
| 175 | + } |
| 176 | + } |
| 177 | + } |
| 178 | + } |
| 179 | + return nil |
| 180 | +} |
| 181 | + |
| 182 | +func convertGoTuplesToExpressions(tuples [][]any, fieldNames []string, columnTypes []types.Type) ([]expr.VirtualTableExpressionValue, error) { |
| 183 | + nfields := len(fieldNames) |
| 184 | + values := make([]expr.VirtualTableExpressionValue, len(tuples)) |
| 185 | + |
| 186 | + for rowIdx, tuple := range tuples { |
| 187 | + row := make(expr.VirtualTableExpressionValue, nfields) |
| 188 | + |
| 189 | + for colIdx, val := range tuple { |
| 190 | + expectedType := columnTypes[colIdx] |
| 191 | + |
| 192 | + if val == nil { |
| 193 | + row[colIdx] = expr.NewNullLiteral(expectedType) |
| 194 | + } else { |
| 195 | + exprVal, err := GoValueToExpression(val, expectedType) |
| 196 | + if err != nil { |
| 197 | + return nil, fmt.Errorf("failed to convert value at row %d, col %d (%s): %w", rowIdx, colIdx, fieldNames[colIdx], err) |
| 198 | + } |
| 199 | + row[colIdx] = exprVal |
| 200 | + } |
| 201 | + } |
| 202 | + |
| 203 | + values[rowIdx] = row |
| 204 | + } |
| 205 | + |
| 206 | + return values, nil |
| 207 | +} |
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