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| 1 | +<!-- Autogenerated by mlir-tblgen; don't manually edit --> |
| 2 | +# 'arrow' Dialect |
| 3 | + |
| 4 | +The Arrow dialect provides types and operations for working with Apache Arrow data structures. |
| 5 | +It includes types for arrays and builders (for chunked arrays), and the necessary operations to load values from arrays, and append values to builders. |
| 6 | + |
| 7 | +The operation implemented by this dialect work directly on the physical memory layout, and do not have any knowledge about Apache Arrow's logical types. |
| 8 | +For example, dates are loaded as integers, strings are loaded as ptr + len, and so on. |
| 9 | +Dealing with logical types is the responsibility of higher-level dialects. |
| 10 | + |
| 11 | + |
| 12 | +## Operations |
| 13 | + |
| 14 | +### `arrow.array.is_valid` (::lingodb::compiler::dialect::arrow::IsValidOp) |
| 15 | + |
| 16 | +_Returns if a array element at a given offset is valid or not._ |
| 17 | + |
| 18 | + |
| 19 | +Syntax: |
| 20 | + |
| 21 | +``` |
| 22 | +operation ::= `arrow.array.is_valid` $array `,` $offset attr-dict |
| 23 | +``` |
| 24 | + |
| 25 | + |
| 26 | +Interfaces: `InferTypeOpInterface` |
| 27 | + |
| 28 | +#### Operands: |
| 29 | + |
| 30 | +| Operand | Description | |
| 31 | +| :-----: | ----------- | |
| 32 | +| `array` | represents an anonymous Apache Arrow array, without knowledge of the type stored by it |
| 33 | +| `offset` | index |
| 34 | + |
| 35 | +#### Results: |
| 36 | + |
| 37 | +| Result | Description | |
| 38 | +| :----: | ----------- | |
| 39 | +| `valid` | 1-bit signless integer |
| 40 | + |
| 41 | + |
| 42 | +### `arrow.array.load_bool` (::lingodb::compiler::dialect::arrow::LoadBoolOp) |
| 43 | + |
| 44 | +_Loads a boolean value from an array at a given offset._ |
| 45 | + |
| 46 | + |
| 47 | +Syntax: |
| 48 | + |
| 49 | +``` |
| 50 | +operation ::= `arrow.array.load_bool` $array `,` $offset attr-dict |
| 51 | +``` |
| 52 | + |
| 53 | +This special operation is necessary, since Arrow stores boolean values as bitset, and not individual bytes. |
| 54 | + |
| 55 | +Interfaces: `InferTypeOpInterface` |
| 56 | + |
| 57 | +#### Operands: |
| 58 | + |
| 59 | +| Operand | Description | |
| 60 | +| :-----: | ----------- | |
| 61 | +| `array` | represents an anonymous Apache Arrow array, without knowledge of the type stored by it |
| 62 | +| `offset` | index |
| 63 | + |
| 64 | +#### Results: |
| 65 | + |
| 66 | +| Result | Description | |
| 67 | +| :----: | ----------- | |
| 68 | +| `value` | 1-bit signless integer |
| 69 | + |
| 70 | + |
| 71 | +### `arrow.array.load_fixed_sized` (::lingodb::compiler::dialect::arrow::LoadFixedSizedOp) |
| 72 | + |
| 73 | +_Loads an arbitrary, fixed sized value from an array at a given offset_ |
| 74 | + |
| 75 | + |
| 76 | +Syntax: |
| 77 | + |
| 78 | +``` |
| 79 | +operation ::= `arrow.array.load_fixed_sized` $array `,` $offset `->` type($value) attr-dict |
| 80 | +``` |
| 81 | + |
| 82 | +Used for loading types that are of fixed size from an arrow array (e.g., integers, floats, decimals, dates, timestamp). |
| 83 | +There are now runtime checks to ensure that the type of the value matches the type of the array, so this operation can be used for any fixed sized type. |
| 84 | + |
| 85 | +#### Operands: |
| 86 | + |
| 87 | +| Operand | Description | |
| 88 | +| :-----: | ----------- | |
| 89 | +| `array` | represents an anonymous Apache Arrow array, without knowledge of the type stored by it |
| 90 | +| `offset` | index |
| 91 | + |
| 92 | +#### Results: |
| 93 | + |
| 94 | +| Result | Description | |
| 95 | +| :----: | ----------- | |
| 96 | +| `value` | any type |
| 97 | + |
| 98 | + |
| 99 | +### `arrow.array.load_variable_size_binary` (::lingodb::compiler::dialect::arrow::LoadVariableSizeBinaryOp) |
| 100 | + |
| 101 | +_Loads a variable sized binary value from an array at a given offset_ |
| 102 | + |
| 103 | + |
| 104 | +Syntax: |
| 105 | + |
| 106 | +``` |
| 107 | +operation ::= `arrow.array.load_variable_size_binary` $array `,` $offset `->` type($ptr) attr-dict |
| 108 | +``` |
| 109 | + |
| 110 | +Used for loading variable sized binary values from an arrow array (e.g., strings, binary data). |
| 111 | +It returns both a pointer to the data and the length of the data. |
| 112 | + |
| 113 | +Interfaces: `InferTypeOpInterface` |
| 114 | + |
| 115 | +#### Operands: |
| 116 | + |
| 117 | +| Operand | Description | |
| 118 | +| :-----: | ----------- | |
| 119 | +| `array` | represents an anonymous Apache Arrow array, without knowledge of the type stored by it |
| 120 | +| `offset` | index |
| 121 | + |
| 122 | +#### Results: |
| 123 | + |
| 124 | +| Result | Description | |
| 125 | +| :----: | ----------- | |
| 126 | +| `length` | 32-bit signless integer |
| 127 | +| `ptr` | ref type |
| 128 | + |
| 129 | + |
| 130 | +### `arrow.array_builder.append_bool` (::lingodb::compiler::dialect::arrow::AppendBoolOp) |
| 131 | + |
| 132 | +_Appends a boolean value to an Arrow array builder._ |
| 133 | + |
| 134 | + |
| 135 | +Syntax: |
| 136 | + |
| 137 | +``` |
| 138 | +operation ::= `arrow.array_builder.append_bool` $builder `,` $value ( `,` $valid^ )? attr-dict |
| 139 | +``` |
| 140 | + |
| 141 | +This operation appends a boolean value to an Arrow array builder, optionally with a validity flag. |
| 142 | +This operation is necessary because Arrow stores boolean values as a bitset, not as individual bytes. |
| 143 | + |
| 144 | +#### Operands: |
| 145 | + |
| 146 | +| Operand | Description | |
| 147 | +| :-----: | ----------- | |
| 148 | +| `builder` | represents an anonymous Apache Arrow builder (building a chunked array), without knowledge of the type stored by it |
| 149 | +| `value` | 1-bit signless integer |
| 150 | +| `valid` | 1-bit signless integer |
| 151 | + |
| 152 | + |
| 153 | +### `arrow.array_builder.append_fixed_sized` (::lingodb::compiler::dialect::arrow::AppendFixedSizedOp) |
| 154 | + |
| 155 | +_Appends a fixed sized value to an Arrow array builder._ |
| 156 | + |
| 157 | + |
| 158 | +Syntax: |
| 159 | + |
| 160 | +``` |
| 161 | +operation ::= `arrow.array_builder.append_fixed_sized` $builder `,` $value `:` type($value) ( `,` $valid^ )? attr-dict |
| 162 | +``` |
| 163 | + |
| 164 | +This operation appends a fixed sized value to an Arrow array builder, optionally with a validity flag. |
| 165 | +It can be used for any fixed sized type, such as integers, floats, decimals, dates, and timestamps. |
| 166 | + |
| 167 | +#### Operands: |
| 168 | + |
| 169 | +| Operand | Description | |
| 170 | +| :-----: | ----------- | |
| 171 | +| `builder` | represents an anonymous Apache Arrow builder (building a chunked array), without knowledge of the type stored by it |
| 172 | +| `value` | any type |
| 173 | +| `valid` | 1-bit signless integer |
| 174 | + |
| 175 | + |
| 176 | +### `arrow.array_builder.append_variable_sized_binary` (::lingodb::compiler::dialect::arrow::AppendVariableSizeBinaryOp) |
| 177 | + |
| 178 | +_Appends a variable sized binary value to an Arrow array builder._ |
| 179 | + |
| 180 | + |
| 181 | +Syntax: |
| 182 | + |
| 183 | +``` |
| 184 | +operation ::= `arrow.array_builder.append_variable_sized_binary` $builder `,` $value ( `,` $valid^ )? attr-dict |
| 185 | +``` |
| 186 | + |
| 187 | +This operation appends a variable sized binary value to an Arrow array builder, optionally with a validity flag |
| 188 | +The binary data is (at the moment) expected to be a util.varlen32 type, which contains pointer and length information. |
| 189 | +In the future, we should return a pointer and length directly. |
| 190 | + |
| 191 | +#### Operands: |
| 192 | + |
| 193 | +| Operand | Description | |
| 194 | +| :-----: | ----------- | |
| 195 | +| `builder` | represents an anonymous Apache Arrow builder (building a chunked array), without knowledge of the type stored by it |
| 196 | +| `value` | type representing variable-length data up to 2^31 bytes |
| 197 | +| `valid` | 1-bit signless integer |
| 198 | + |
| 199 | + |
| 200 | +### `arrow.array_builder.from_ptr` (::lingodb::compiler::dialect::arrow::BuilderFromPtr) |
| 201 | + |
| 202 | +_Creates a builder value from a pointer to an ArrowColumn builder that is managed in the runtime_ |
| 203 | + |
| 204 | + |
| 205 | +Syntax: |
| 206 | + |
| 207 | +``` |
| 208 | +operation ::= `arrow.array_builder.from_ptr` $ptr `->` type($builder) attr-dict |
| 209 | +``` |
| 210 | + |
| 211 | + |
| 212 | +Interfaces: `InferTypeOpInterface` |
| 213 | + |
| 214 | +#### Operands: |
| 215 | + |
| 216 | +| Operand | Description | |
| 217 | +| :-----: | ----------- | |
| 218 | +| `ptr` | ref type |
| 219 | + |
| 220 | +#### Results: |
| 221 | + |
| 222 | +| Result | Description | |
| 223 | +| :----: | ----------- | |
| 224 | +| `builder` | represents an anonymous Apache Arrow builder (building a chunked array), without knowledge of the type stored by it |
| 225 | + |
| 226 | + |
| 227 | +## Types |
| 228 | + |
| 229 | +### ArrayType |
| 230 | + |
| 231 | +represents an anonymous Apache Arrow array, without knowledge of the type stored by it |
| 232 | + |
| 233 | +Syntax: `!arrow.array` |
| 234 | + |
| 235 | + |
| 236 | + |
| 237 | +### ArrayBuilderType |
| 238 | + |
| 239 | +represents an anonymous Apache Arrow builder (building a chunked array), without knowledge of the type stored by it |
| 240 | + |
| 241 | +Syntax: `!arrow.builder` |
| 242 | + |
| 243 | + |
| 244 | + |
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