-
Notifications
You must be signed in to change notification settings - Fork 11
Expand file tree
/
Copy pathshared.rs
More file actions
385 lines (319 loc) · 12.2 KB
/
shared.rs
File metadata and controls
385 lines (319 loc) · 12.2 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
use std::sync::Arc;
#[cfg(test)]
use arrow::array::StructArray;
use arrow::array::{Array, ArrayRef, cast::AsArray};
#[cfg(test)]
use arrow_schema::Fields;
use arrow_schema::extension::ExtensionType;
use arrow_schema::{DataType, Field};
use datafusion::common::exec_datafusion_err;
use datafusion::error::{DataFusionError, Result};
use datafusion::logical_expr::{ColumnarValue, ScalarFunctionArgs};
use datafusion::{common::exec_err, scalar::ScalarValue};
use parquet_variant::Variant;
use parquet_variant_compute::{VariantArray, VariantType};
use crate::variant_get::PathMode;
#[cfg(test)]
use parquet_variant_compute::VariantArrayBuilder;
#[cfg(test)]
use parquet_variant_json::JsonToVariant;
pub fn try_field_as_variant_array(field: &Field) -> Result<()> {
ensure(
matches!(field.extension_type(), VariantType),
"field does not have extension type VariantType",
)?;
let variant_type = VariantType;
variant_type.supports_data_type(field.data_type())?;
Ok(())
}
pub fn _try_field_as_binary(field: &Field) -> Result<()> {
match field.data_type() {
DataType::Binary | DataType::BinaryView | DataType::LargeBinary => {}
unsupported => return exec_err!("expected binary field, got {unsupported} field"),
}
Ok(())
}
pub fn try_field_as_string(field: &Field) -> Result<()> {
match field.data_type() {
DataType::Utf8 | DataType::Utf8View | DataType::LargeUtf8 => {}
unsupported => return exec_err!("expected string field, got {unsupported} field"),
}
Ok(())
}
pub fn try_parse_variant_scalar(scalar: &ScalarValue) -> Result<VariantArray> {
let v = match scalar {
ScalarValue::Struct(v) => v,
unsupported => {
return exec_err!(
"expected variant scalar value, got data type: {}",
unsupported.data_type()
);
}
};
VariantArray::try_new(v.as_ref()).map_err(Into::into)
}
pub fn try_parse_binary_scalar(scalar: &ScalarValue) -> Result<Option<&Vec<u8>>> {
let b = match scalar {
ScalarValue::Binary(b) | ScalarValue::BinaryView(b) | ScalarValue::LargeBinary(b) => b,
unsupported => {
return exec_err!(
"expected binary scalar value, got data type: {}",
unsupported.data_type()
);
}
};
Ok(b.as_ref())
}
pub fn try_parse_binary_columnar(array: &Arc<dyn Array>) -> Result<Vec<Option<&[u8]>>> {
if let Some(binary_array) = array.as_binary_opt::<i32>() {
return Ok(binary_array.into_iter().collect::<Vec<_>>());
}
if let Some(binary_view_array) = array.as_binary_view_opt() {
return Ok(binary_view_array.into_iter().collect::<Vec<_>>());
}
if let Some(large_binary_array) = array.as_binary_opt::<i64>() {
return Ok(large_binary_array.into_iter().collect::<Vec<_>>());
}
Err(exec_datafusion_err!("expected binary array"))
}
pub fn try_parse_string_scalar(scalar: &ScalarValue) -> Result<Option<&String>> {
let b = match scalar {
ScalarValue::Utf8(s) | ScalarValue::Utf8View(s) | ScalarValue::LargeUtf8(s) => s,
unsupported => {
return exec_err!(
"expected binary scalar value, got data type: {}",
unsupported.data_type()
);
}
};
Ok(b.as_ref())
}
pub fn try_parse_string_columnar(array: &Arc<dyn Array>) -> Result<Vec<Option<&str>>> {
if let Some(string_array) = array.as_string_opt::<i32>() {
return Ok(string_array.into_iter().collect::<Vec<_>>());
}
if let Some(string_view_array) = array.as_string_view_opt() {
return Ok(string_view_array.into_iter().collect::<Vec<_>>());
}
if let Some(large_string_array) = array.as_string_opt::<i64>() {
return Ok(large_string_array.into_iter().collect::<Vec<_>>());
}
Err(exec_datafusion_err!("expected string array"))
}
pub fn variant_get_single_value<T>(
variant_array: &VariantArray,
index: usize,
path: &str,
path_mode: PathMode,
extract: for<'m, 'v> fn(Variant<'m, 'v>) -> Result<Option<T>>,
) -> Result<Option<T>> {
let Some(variant) = variant_array.iter().nth(index).flatten() else {
return Ok(None);
};
let variant_path = path_mode.try_build_path(path)?;
let Some(value) = variant.get_path(&variant_path) else {
return Ok(None);
};
extract(value)
}
pub fn variant_get_array_values<T>(
variant_array: &VariantArray,
path: &str,
path_mode: PathMode,
extract: for<'m, 'v> fn(Variant<'m, 'v>) -> Result<Option<T>>,
) -> Result<Vec<Option<T>>> {
let variant_path = path_mode.try_build_path(path)?;
variant_array
.iter()
.map(|maybe_variant| {
let Some(variant) = maybe_variant else {
return Ok(None);
};
let Some(value) = variant.get_path(&variant_path) else {
return Ok(None);
};
extract(value)
})
.collect()
}
pub fn invoke_variant_get_typed<T>(
args: ScalarFunctionArgs,
scalar_from_option: fn(Option<T>) -> ScalarValue,
array_from_values: fn(Vec<Option<T>>) -> ArrayRef,
extract: for<'m, 'v> fn(Variant<'m, 'v>) -> Result<Option<T>>,
path_mode: PathMode,
) -> Result<ColumnarValue> {
let (variant_arg, path_arg) = match args.args.as_slice() {
[variant_arg, path_arg] => (variant_arg, path_arg),
_ => return exec_err!("expected 2 arguments"),
};
let variant_field = args
.arg_fields
.first()
.ok_or_else(|| exec_datafusion_err!("expected argument field"))?;
try_field_as_variant_array(variant_field.as_ref())?;
let out = match (variant_arg, path_arg) {
(ColumnarValue::Array(variant_array), ColumnarValue::Scalar(path_scalar)) => {
let path = try_parse_string_scalar(path_scalar)?
.map(|s| s.as_str())
.unwrap_or_default();
let variant_array = VariantArray::try_new(variant_array.as_ref())?;
let values = variant_get_array_values(&variant_array, path, path_mode, extract)?;
ColumnarValue::Array(array_from_values(values))
}
(ColumnarValue::Scalar(scalar_variant), ColumnarValue::Scalar(path_scalar)) => {
let ScalarValue::Struct(variant_array) = scalar_variant else {
return exec_err!("expected struct array");
};
let path = try_parse_string_scalar(path_scalar)?
.map(|s| s.as_str())
.unwrap_or_default();
let variant_array = VariantArray::try_new(variant_array.as_ref())?;
let value = variant_get_single_value(&variant_array, 0, path, path_mode, extract)?;
ColumnarValue::Scalar(scalar_from_option(value))
}
(ColumnarValue::Array(variant_array), ColumnarValue::Array(paths)) => {
if variant_array.len() != paths.len() {
return exec_err!("expected variant array and paths to be of same length");
}
let paths = try_parse_string_columnar(paths)?;
let variant_array = VariantArray::try_new(variant_array.as_ref())?;
let values: Vec<Option<T>> = (0..variant_array.len())
.map(|i| {
let path = paths[i].unwrap_or_default();
variant_get_single_value(&variant_array, i, path, path_mode, extract)
})
.collect::<Result<_>>()?;
ColumnarValue::Array(array_from_values(values))
}
(ColumnarValue::Scalar(scalar_variant), ColumnarValue::Array(paths)) => {
let ScalarValue::Struct(variant_array) = scalar_variant else {
return exec_err!("expected struct array");
};
let variant_array = VariantArray::try_new(variant_array.as_ref())?;
let paths = try_parse_string_columnar(paths)?;
let values: Vec<Option<T>> = paths
.iter()
.map(|path| {
let path = path.unwrap_or_default();
variant_get_single_value(&variant_array, 0, path, path_mode, extract)
})
.collect::<Result<_>>()?;
ColumnarValue::Array(array_from_values(values))
}
};
Ok(out)
}
/// This is similar to anyhow's ensure! macro
/// If the `pred` fails, it will return a DataFusionError
pub fn ensure(pred: bool, err_msg: &str) -> Result<()> {
if !pred {
return exec_err!("{}", err_msg);
}
Ok(())
}
/// Helper for argument count errors.
pub fn args_count_err(udf: &str, expected: &'static str, actual: usize) -> DataFusionError {
DataFusionError::Execution(format!(
"{udf}: expected {expected} argument(s), got {actual}"
))
}
/// Helper for argument type errors.
pub fn arg_type_err<T>(
udf: &str,
arg_index: u8,
expected: &str,
actual: &DataType,
) -> Result<T, DataFusionError> {
Err(DataFusionError::Execution(format!(
"{udf} arg #{arg_index}: expected {expected}, got {actual}"
)))
}
/// Helper for unexpected NULL argument values.
pub fn arg_null_err<T>(udf: &str, arg_index: u8, expected: &str) -> Result<T, DataFusionError> {
Err(arg_null_error(udf, arg_index, expected))
}
/// Helper for unexpected NULL argument values as a plain DataFusionError.
pub fn arg_null_error(udf: &str, arg_index: u8, expected: &str) -> DataFusionError {
DataFusionError::Execution(format!(
"{udf} arg #{arg_index}: expected {expected}, got NULL"
))
}
/// Helper for scalar/array shape mismatches.
pub fn arg_shape_err(udf: &str, arg_index: u8, expected: &str, actual: &str) -> DataFusionError {
DataFusionError::Execution(format!(
"{udf} arg #{arg_index}: expected {expected}, got {actual}"
))
}
/// Helper for invalid Variant kind in an argument.
pub fn arg_variant_kind_err(
udf: &str,
arg_index: u8,
expected_variant_kind: &str,
) -> DataFusionError {
DataFusionError::Execution(format!(
"{udf} arg #{arg_index}: expected variant {expected_variant_kind}"
))
}
/// Helper for missing argument field metadata.
pub fn arg_field_meta_missing_err(udf: &str, arg_index: u8) -> DataFusionError {
DataFusionError::Execution(format!("{udf} arg #{arg_index} field metadata is missing"))
}
// test related methods
#[cfg(test)]
pub fn build_variant_array_from_json(value: &serde_json::Value) -> VariantArray {
let json_str = value.to_string();
let mut builder = VariantArrayBuilder::new(1);
builder.append_json(json_str.as_str()).unwrap();
builder.build()
}
#[cfg(test)]
pub fn variant_scalar_from_json(json: serde_json::Value) -> ScalarValue {
let mut builder = VariantArrayBuilder::new(1);
builder.append_json(json.to_string().as_str()).unwrap();
ScalarValue::Struct(Arc::new(builder.build().into()))
}
#[cfg(test)]
pub fn variant_array_from_json_rows(json_rows: &[serde_json::Value]) -> ArrayRef {
let mut builder = VariantArrayBuilder::new(json_rows.len());
for value in json_rows {
builder.append_json(value.to_string().as_str()).unwrap();
}
let variant_array: StructArray = builder.build().into();
Arc::new(variant_array) as ArrayRef
}
#[cfg(test)]
pub fn standard_variant_get_arg_fields() -> Vec<Arc<Field>> {
vec![
Arc::new(
Field::new("input", DataType::Struct(Fields::empty()), true)
.with_extension_type(VariantType),
),
Arc::new(Field::new("path", DataType::Utf8, true)),
]
}
#[cfg(test)]
pub fn build_variant_get_args(
variant_input: ColumnarValue,
path: ColumnarValue,
return_data_type: DataType,
arg_fields: Vec<Arc<Field>>,
) -> ScalarFunctionArgs {
ScalarFunctionArgs {
args: vec![variant_input, path],
return_field: Arc::new(Field::new("result", return_data_type, true)),
arg_fields,
number_rows: Default::default(),
config_options: Default::default(),
}
}
#[cfg(test)]
#[allow(unused)]
pub fn build_variant_array_from_json_array(jsons: &[Option<serde_json::Value>]) -> VariantArray {
let mut builder = VariantArrayBuilder::new(jsons.len());
jsons.iter().for_each(|v| match v.as_ref() {
Some(json) => builder.append_json(json.to_string().as_str()).unwrap(),
None => builder.append_null(),
});
builder.build()
}