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
// Licensed to the Apache Software Foundation (ASF) under one
// or more contributor license agreements.  See the NOTICE file
// distributed with this work for additional information
// regarding copyright ownership.  The ASF licenses this file
// to you under the Apache License, Version 2.0 (the
// "License"); you may not use this file except in compliance
// with the License.  You may obtain a copy of the License at
//
//   http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing,
// software distributed under the License is distributed on an
// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
// KIND, either express or implied.  See the License for the
// specific language governing permissions and limitations
// under the License.

//! Defines kernel for length of a string array

use crate::{
    array::*,
    buffer::Buffer,
    datatypes::{ArrowNativeType, ArrowPrimitiveType},
};
use crate::{
    datatypes::{DataType, Int32Type, Int64Type},
    error::{ArrowError, Result},
};

fn unary_offsets_string<O, F>(
    array: &GenericStringArray<O>,
    data_type: DataType,
    op: F,
) -> ArrayRef
where
    O: StringOffsetSizeTrait + ArrowNativeType,
    F: Fn(O) -> O,
{
    // note: offsets are stored as u8, but they can be interpreted as OffsetSize
    let offsets = &array.data_ref().buffers()[0];
    // this is a 30% improvement over iterating over u8s and building OffsetSize, which
    // justifies the usage of `unsafe`.
    let slice: &[O] = &unsafe { offsets.typed_data::<O>() }[array.offset()..];

    let lengths = slice.windows(2).map(|offset| op(offset[1] - offset[0]));

    // JUSTIFICATION
    //  Benefit
    //      ~60% speedup
    //  Soundness
    //      `values` is an iterator with a known size.
    let buffer = unsafe { Buffer::from_trusted_len_iter(lengths) };

    let null_bit_buffer = array
        .data_ref()
        .null_buffer()
        .map(|b| b.bit_slice(array.offset(), array.len()));

    let data = unsafe {
        ArrayData::new_unchecked(
            data_type,
            array.len(),
            None,
            null_bit_buffer,
            0,
            vec![buffer],
            vec![],
        )
    };
    make_array(data)
}

fn octet_length<O: StringOffsetSizeTrait, T: ArrowPrimitiveType>(
    array: &dyn Array,
) -> ArrayRef
where
    T::Native: StringOffsetSizeTrait,
{
    let array = array
        .as_any()
        .downcast_ref::<GenericStringArray<O>>()
        .unwrap();
    unary_offsets_string::<O, _>(array, T::DATA_TYPE, |x| x)
}

fn bit_length_impl<O: StringOffsetSizeTrait, T: ArrowPrimitiveType>(
    array: &dyn Array,
) -> ArrayRef
where
    T::Native: StringOffsetSizeTrait,
{
    let array = array
        .as_any()
        .downcast_ref::<GenericStringArray<O>>()
        .unwrap();
    let bits_in_bytes = O::from_usize(8).unwrap();
    unary_offsets_string::<O, _>(array, T::DATA_TYPE, |x| x * bits_in_bytes)
}

/// Returns an array of Int32/Int64 denoting the number of bytes in each string in the array.
///
/// * this only accepts StringArray/Utf8 and LargeString/LargeUtf8
/// * length of null is null.
/// * length is in number of bytes
pub fn length(array: &dyn Array) -> Result<ArrayRef> {
    match array.data_type() {
        DataType::Utf8 => Ok(octet_length::<i32, Int32Type>(array)),
        DataType::LargeUtf8 => Ok(octet_length::<i64, Int64Type>(array)),
        _ => Err(ArrowError::ComputeError(format!(
            "length not supported for {:?}",
            array.data_type()
        ))),
    }
}

/// Returns an array of Int32/Int64 denoting the number of bits in each string in the array.
///
/// * this only accepts StringArray/Utf8 and LargeString/LargeUtf8
/// * bit_length of null is null.
/// * bit_length is in number of bits
pub fn bit_length(array: &dyn Array) -> Result<ArrayRef> {
    match array.data_type() {
        DataType::Utf8 => Ok(bit_length_impl::<i32, Int32Type>(array)),
        DataType::LargeUtf8 => Ok(bit_length_impl::<i64, Int64Type>(array)),
        _ => Err(ArrowError::ComputeError(format!(
            "bit_length not supported for {:?}",
            array.data_type()
        ))),
    }
}

#[cfg(test)]
mod tests {
    use super::*;

    fn length_cases() -> Vec<(Vec<&'static str>, usize, Vec<i32>)> {
        fn double_vec<T: Clone>(v: Vec<T>) -> Vec<T> {
            [&v[..], &v[..]].concat()
        }

        // a large array
        let mut values = vec!["one", "on", "o", ""];
        let mut expected = vec![3, 2, 1, 0];
        for _ in 0..10 {
            values = double_vec(values);
            expected = double_vec(expected);
        }

        vec![
            (vec!["hello", " ", "world"], 3, vec![5, 1, 5]),
            (vec!["hello", " ", "world", "!"], 4, vec![5, 1, 5, 1]),
            (vec!["💖"], 1, vec![4]),
            (values, 4096, expected),
        ]
    }

    #[test]
    #[cfg_attr(miri, ignore)] // running forever
    fn length_test_string() -> Result<()> {
        length_cases()
            .into_iter()
            .try_for_each(|(input, len, expected)| {
                let array = StringArray::from(input);
                let result = length(&array)?;
                assert_eq!(len, result.len());
                let result = result.as_any().downcast_ref::<Int32Array>().unwrap();
                expected.iter().enumerate().for_each(|(i, value)| {
                    assert_eq!(*value, result.value(i));
                });
                Ok(())
            })
    }

    #[test]
    #[cfg_attr(miri, ignore)] // running forever
    fn length_test_large_string() -> Result<()> {
        length_cases()
            .into_iter()
            .try_for_each(|(input, len, expected)| {
                let array = LargeStringArray::from(input);
                let result = length(&array)?;
                assert_eq!(len, result.len());
                let result = result.as_any().downcast_ref::<Int64Array>().unwrap();
                expected.iter().enumerate().for_each(|(i, value)| {
                    assert_eq!(*value as i64, result.value(i));
                });
                Ok(())
            })
    }

    fn length_null_cases() -> Vec<(Vec<Option<&'static str>>, usize, Vec<Option<i32>>)> {
        vec![(
            vec![Some("one"), None, Some("three"), Some("four")],
            4,
            vec![Some(3), None, Some(5), Some(4)],
        )]
    }

    #[test]
    fn length_null_string() -> Result<()> {
        length_null_cases()
            .into_iter()
            .try_for_each(|(input, len, expected)| {
                let array = StringArray::from(input);
                let result = length(&array)?;
                assert_eq!(len, result.len());
                let result = result.as_any().downcast_ref::<Int32Array>().unwrap();

                let expected: Int32Array = expected.into();
                assert_eq!(expected.data(), result.data());
                Ok(())
            })
    }

    #[test]
    fn length_null_large_string() -> Result<()> {
        length_null_cases()
            .into_iter()
            .try_for_each(|(input, len, expected)| {
                let array = LargeStringArray::from(input);
                let result = length(&array)?;
                assert_eq!(len, result.len());
                let result = result.as_any().downcast_ref::<Int64Array>().unwrap();

                // convert to i64
                let expected: Int64Array = expected
                    .iter()
                    .map(|e| e.map(|e| e as i64))
                    .collect::<Vec<_>>()
                    .into();
                assert_eq!(expected.data(), result.data());
                Ok(())
            })
    }

    /// Tests that length is not valid for u64.
    #[test]
    fn length_wrong_type() {
        let array: UInt64Array = vec![1u64].into();

        assert!(length(&array).is_err());
    }

    /// Tests with an offset
    #[test]
    fn length_offsets() -> Result<()> {
        let a = StringArray::from(vec![Some("hello"), Some(" "), Some("world"), None]);
        let b = a.slice(1, 3);
        let result = length(b.as_ref())?;
        let result: &Int32Array = as_primitive_array(&result);

        let expected = Int32Array::from(vec![Some(1), Some(5), None]);
        assert_eq!(&expected, result);

        Ok(())
    }

    fn bit_length_cases() -> Vec<(Vec<&'static str>, usize, Vec<i32>)> {
        fn double_vec<T: Clone>(v: Vec<T>) -> Vec<T> {
            [&v[..], &v[..]].concat()
        }

        // a large array
        let mut values = vec!["one", "on", "o", ""];
        let mut expected = vec![24, 16, 8, 0];
        for _ in 0..10 {
            values = double_vec(values);
            expected = double_vec(expected);
        }

        vec![
            (vec!["hello", " ", "world", "!"], 4, vec![40, 8, 40, 8]),
            (vec!["💖"], 1, vec![32]),
            (vec!["josé"], 1, vec![40]),
            (values, 4096, expected),
        ]
    }

    #[test]
    #[cfg_attr(miri, ignore)] // error: this test uses too much memory to run on CI
    fn bit_length_test_string() -> Result<()> {
        bit_length_cases()
            .into_iter()
            .try_for_each(|(input, len, expected)| {
                let array = StringArray::from(input);
                let result = bit_length(&array)?;
                assert_eq!(len, result.len());
                let result = result.as_any().downcast_ref::<Int32Array>().unwrap();
                expected.iter().enumerate().for_each(|(i, value)| {
                    assert_eq!(*value, result.value(i));
                });
                Ok(())
            })
    }

    #[test]
    #[cfg_attr(miri, ignore)] // error: this test uses too much memory to run on CI
    fn bit_length_test_large_string() -> Result<()> {
        bit_length_cases()
            .into_iter()
            .try_for_each(|(input, len, expected)| {
                let array = LargeStringArray::from(input);
                let result = bit_length(&array)?;
                assert_eq!(len, result.len());
                let result = result.as_any().downcast_ref::<Int64Array>().unwrap();
                expected.iter().enumerate().for_each(|(i, value)| {
                    assert_eq!(*value as i64, result.value(i));
                });
                Ok(())
            })
    }

    fn bit_length_null_cases() -> Vec<(Vec<Option<&'static str>>, usize, Vec<Option<i32>>)>
    {
        vec![(
            vec![Some("one"), None, Some("three"), Some("four")],
            4,
            vec![Some(24), None, Some(40), Some(32)],
        )]
    }

    #[test]
    fn bit_length_null_string() -> Result<()> {
        bit_length_null_cases()
            .into_iter()
            .try_for_each(|(input, len, expected)| {
                let array = StringArray::from(input);
                let result = bit_length(&array)?;
                assert_eq!(len, result.len());
                let result = result.as_any().downcast_ref::<Int32Array>().unwrap();

                let expected: Int32Array = expected.into();
                assert_eq!(expected.data(), result.data());
                Ok(())
            })
    }

    #[test]
    fn bit_length_null_large_string() -> Result<()> {
        bit_length_null_cases()
            .into_iter()
            .try_for_each(|(input, len, expected)| {
                let array = LargeStringArray::from(input);
                let result = bit_length(&array)?;
                assert_eq!(len, result.len());
                let result = result.as_any().downcast_ref::<Int64Array>().unwrap();

                // convert to i64
                let expected: Int64Array = expected
                    .iter()
                    .map(|e| e.map(|e| e as i64))
                    .collect::<Vec<_>>()
                    .into();
                assert_eq!(expected.data(), result.data());
                Ok(())
            })
    }

    /// Tests that bit_length is not valid for u64.
    #[test]
    fn bit_length_wrong_type() {
        let array: UInt64Array = vec![1u64].into();

        assert!(bit_length(&array).is_err());
    }

    /// Tests with an offset
    #[test]
    fn bit_length_offsets() -> Result<()> {
        let a = StringArray::from(vec![Some("hello"), Some(" "), Some("world"), None]);
        let b = a.slice(1, 3);
        let result = bit_length(b.as_ref())?;
        let result: &Int32Array = as_primitive_array(&result);

        let expected = Int32Array::from(vec![Some(8), Some(40), None]);
        assert_eq!(&expected, result);

        Ok(())
    }
}