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
use crate::{
    bitmap::Bitmap,
    datatypes::{DataType, Field},
    error::Error,
};

use super::{new_empty_array, new_null_array, Array};

mod ffi;
pub(super) mod fmt;
mod iterator;
mod mutable;
pub use mutable::*;

/// A [`StructArray`] is a nested [`Array`] with an optional validity representing
/// multiple [`Array`] with the same number of rows.
/// # Example
/// ```
/// use arrow2::array::*;
/// use arrow2::datatypes::*;
/// let boolean = BooleanArray::from_slice(&[false, false, true, true]).boxed();
/// let int = Int32Array::from_slice(&[42, 28, 19, 31]).boxed();
///
/// let fields = vec![
///     Field::new("b", DataType::Boolean, false),
///     Field::new("c", DataType::Int32, false),
/// ];
///
/// let array = StructArray::new(DataType::Struct(fields), vec![boolean, int], None);
/// ```
#[derive(Clone)]
pub struct StructArray {
    data_type: DataType,
    values: Vec<Box<dyn Array>>,
    validity: Option<Bitmap>,
}

impl StructArray {
    /// Returns a new [`StructArray`].
    /// # Errors
    /// This function errors iff:
    /// * `data_type`'s physical type is not [`crate::datatypes::PhysicalType::Struct`].
    /// * the children of `data_type` are empty
    /// * the values's len is different from children's length
    /// * any of the values's data type is different from its corresponding children' data type
    /// * any element of values has a different length than the first element
    /// * the validity's length is not equal to the length of the first element
    pub fn try_new(
        data_type: DataType,
        values: Vec<Box<dyn Array>>,
        validity: Option<Bitmap>,
    ) -> Result<Self, Error> {
        let fields = Self::try_get_fields(&data_type)?;
        if fields.is_empty() {
            return Err(Error::oos("A StructArray must contain at least one field"));
        }
        if fields.len() != values.len() {
            return Err(Error::oos(
                "A StructArray must a number of fields in its DataType equal to the number of child values",
            ));
        }

        fields
            .iter().map(|a| &a.data_type)
            .zip(values.iter().map(|a| a.data_type()))
            .enumerate()
            .try_for_each(|(index, (data_type, child))| {
                if data_type != child {
                    Err(Error::oos(format!(
                        "The children DataTypes of a StructArray must equal the children data types. 
                         However, the field {index} has data type {data_type:?} but the value has data type {child:?}"
                    )))
                } else {
                    Ok(())
                }
            })?;

        let len = values[0].len();
        values
            .iter()
            .map(|a| a.len())
            .enumerate()
            .try_for_each(|(index, a_len)| {
                if a_len != len {
                    Err(Error::oos(format!(
                        "The children must have an equal number of values.
                         However, the values at index {index} have a length of {a_len}, which is different from values at index 0, {len}."
                    )))
                } else {
                    Ok(())
                }
            })?;

        if validity
            .as_ref()
            .map_or(false, |validity| validity.len() != len)
        {
            return Err(Error::oos(
                "The validity length of a StructArray must match its number of elements",
            ));
        }

        Ok(Self {
            data_type,
            values,
            validity,
        })
    }

    /// Returns a new [`StructArray`]
    /// # Panics
    /// This function panics iff:
    /// * `data_type`'s physical type is not [`crate::datatypes::PhysicalType::Struct`].
    /// * the children of `data_type` are empty
    /// * the values's len is different from children's length
    /// * any of the values's data type is different from its corresponding children' data type
    /// * any element of values has a different length than the first element
    /// * the validity's length is not equal to the length of the first element
    pub fn new(data_type: DataType, values: Vec<Box<dyn Array>>, validity: Option<Bitmap>) -> Self {
        Self::try_new(data_type, values, validity).unwrap()
    }

    /// Alias for `new`
    pub fn from_data(
        data_type: DataType,
        values: Vec<Box<dyn Array>>,
        validity: Option<Bitmap>,
    ) -> Self {
        Self::new(data_type, values, validity)
    }

    /// Creates an empty [`StructArray`].
    pub fn new_empty(data_type: DataType) -> Self {
        if let DataType::Struct(fields) = &data_type {
            let values = fields
                .iter()
                .map(|field| new_empty_array(field.data_type().clone()))
                .collect();
            Self::new(data_type, values, None)
        } else {
            panic!("StructArray must be initialized with DataType::Struct");
        }
    }

    /// Creates a null [`StructArray`] of length `length`.
    pub fn new_null(data_type: DataType, length: usize) -> Self {
        if let DataType::Struct(fields) = &data_type {
            let values = fields
                .iter()
                .map(|field| new_null_array(field.data_type().clone(), length))
                .collect();
            Self::new(data_type, values, Some(Bitmap::new_zeroed(length)))
        } else {
            panic!("StructArray must be initialized with DataType::Struct");
        }
    }
}

// must use
impl StructArray {
    /// Deconstructs the [`StructArray`] into its individual components.
    #[must_use]
    pub fn into_data(self) -> (Vec<Field>, Vec<Box<dyn Array>>, Option<Bitmap>) {
        let Self {
            data_type,
            values,
            validity,
        } = self;
        let fields = if let DataType::Struct(fields) = data_type {
            fields
        } else {
            unreachable!()
        };
        (fields, values, validity)
    }

    /// Creates a new [`StructArray`] that is a slice of `self`.
    /// # Panics
    /// * `offset + length` must be smaller than `self.len()`.
    /// # Implementation
    /// This operation is `O(F)` where `F` is the number of fields.
    #[must_use]
    pub fn slice(&self, offset: usize, length: usize) -> Self {
        assert!(
            offset + length <= self.len(),
            "offset + length may not exceed length of array"
        );
        unsafe { self.slice_unchecked(offset, length) }
    }

    /// Creates a new [`StructArray`] that is a slice of `self`.
    /// # Implementation
    /// This operation is `O(F)` where `F` is the number of fields.
    /// # Safety
    /// The caller must ensure that `offset + length <= self.len()`.
    #[must_use]
    pub unsafe fn slice_unchecked(&self, offset: usize, length: usize) -> Self {
        let validity = self
            .validity
            .clone()
            .map(|x| x.slice_unchecked(offset, length));
        Self {
            data_type: self.data_type.clone(),
            values: self
                .values
                .iter()
                .map(|x| x.slice_unchecked(offset, length))
                .collect(),
            validity,
        }
    }

    /// Returns this [`StructArray`] with a new validity.
    /// # Panics
    /// This function panics iff `validity.len() != self.len()`.
    #[must_use]
    pub fn with_validity(mut self, validity: Option<Bitmap>) -> Self {
        self.set_validity(validity);
        self
    }

    /// Sets the validity of this [`StructArray`].
    /// # Panics
    /// This function panics iff `validity.len() != self.len()`.
    pub fn set_validity(&mut self, validity: Option<Bitmap>) {
        if matches!(&validity, Some(bitmap) if bitmap.len() != self.len()) {
            panic!("validity's length must be equal to the array's length")
        }
        self.validity = validity;
    }

    /// Boxes self into a [`Box<dyn Array>`].
    pub fn boxed(self) -> Box<dyn Array> {
        Box::new(self)
    }

    /// Boxes self into a [`std::sync::Arc<dyn Array>`].
    pub fn arced(self) -> std::sync::Arc<dyn Array> {
        std::sync::Arc::new(self)
    }
}

// Accessors
impl StructArray {
    #[inline]
    fn len(&self) -> usize {
        self.values[0].len()
    }

    /// The optional validity.
    #[inline]
    pub fn validity(&self) -> Option<&Bitmap> {
        self.validity.as_ref()
    }

    /// Returns the values of this [`StructArray`].
    pub fn values(&self) -> &[Box<dyn Array>] {
        &self.values
    }

    /// Returns the fields of this [`StructArray`].
    pub fn fields(&self) -> &[Field] {
        Self::get_fields(&self.data_type)
    }
}

impl StructArray {
    /// Returns the fields the `DataType::Struct`.
    pub(crate) fn try_get_fields(data_type: &DataType) -> Result<&[Field], Error> {
        match data_type.to_logical_type() {
            DataType::Struct(fields) => Ok(fields),
            _ => Err(Error::oos(
                "Struct array must be created with a DataType whose physical type is Struct",
            )),
        }
    }

    /// Returns the fields the `DataType::Struct`.
    pub fn get_fields(data_type: &DataType) -> &[Field] {
        Self::try_get_fields(data_type).unwrap()
    }
}

impl Array for StructArray {
    #[inline]
    fn as_any(&self) -> &dyn std::any::Any {
        self
    }

    #[inline]
    fn as_any_mut(&mut self) -> &mut dyn std::any::Any {
        self
    }

    #[inline]
    fn len(&self) -> usize {
        self.len()
    }

    #[inline]
    fn data_type(&self) -> &DataType {
        &self.data_type
    }

    #[inline]
    fn validity(&self) -> Option<&Bitmap> {
        self.validity.as_ref()
    }

    fn slice(&self, offset: usize, length: usize) -> Box<dyn Array> {
        Box::new(self.slice(offset, length))
    }

    unsafe fn slice_unchecked(&self, offset: usize, length: usize) -> Box<dyn Array> {
        Box::new(self.slice_unchecked(offset, length))
    }

    fn with_validity(&self, validity: Option<Bitmap>) -> Box<dyn Array> {
        Box::new(self.clone().with_validity(validity))
    }

    fn to_boxed(&self) -> Box<dyn Array> {
        Box::new(self.clone())
    }
}