-
Notifications
You must be signed in to change notification settings - Fork 149
Expand file tree
/
Copy pathexecute.rs
More file actions
234 lines (217 loc) · 7.93 KB
/
execute.rs
File metadata and controls
234 lines (217 loc) · 7.93 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
// SPDX-License-Identifier: Apache-2.0
// SPDX-FileCopyrightText: Copyright the Vortex contributors
//! Execution logic for MaskedArray - applies a validity mask to canonical arrays.
use std::ops::BitAnd;
use vortex_error::VortexResult;
use vortex_mask::Mask;
use crate::ArrayVisitor;
use crate::Canonical;
use crate::IntoArray;
use crate::arrays::BoolArray;
use crate::arrays::DecimalArray;
use crate::arrays::ExtensionArray;
use crate::arrays::FixedSizeListArray;
use crate::arrays::ListViewArray;
use crate::arrays::MaskedArray;
use crate::arrays::NullArray;
use crate::arrays::PrimitiveArray;
use crate::arrays::StructArray;
use crate::arrays::VarBinViewArray;
use crate::arrays::VariantArray;
use crate::dtype::Nullability;
use crate::executor::ExecutionCtx;
use crate::match_each_decimal_value_type;
use crate::validity::Validity;
use crate::vtable::ValidityHelper;
/// TODO: replace usage of compute fn.
/// Apply a validity mask to a canonical array, ANDing with existing validity.
///
/// This is the core operation for MaskedArray execution - it intersects the child's
/// validity with the provided mask, marking additional positions as invalid.
pub fn mask_validity_canonical(
canonical: Canonical,
validity_mask: &Mask,
ctx: &mut ExecutionCtx,
) -> VortexResult<Canonical> {
Ok(match canonical {
Canonical::Null(a) => Canonical::Null(mask_validity_null(a, validity_mask)),
Canonical::Bool(a) => Canonical::Bool(mask_validity_bool(a, validity_mask, ctx)?),
Canonical::Primitive(a) => {
Canonical::Primitive(mask_validity_primitive(a, validity_mask, ctx)?)
}
Canonical::Decimal(a) => Canonical::Decimal(mask_validity_decimal(a, validity_mask, ctx)?),
Canonical::VarBinView(a) => {
Canonical::VarBinView(mask_validity_varbinview(a, validity_mask, ctx)?)
}
Canonical::List(a) => Canonical::List(mask_validity_listview(a, validity_mask, ctx)?),
Canonical::FixedSizeList(a) => {
Canonical::FixedSizeList(mask_validity_fixed_size_list(a, validity_mask, ctx)?)
}
Canonical::Struct(a) => Canonical::Struct(mask_validity_struct(a, validity_mask, ctx)?),
Canonical::Extension(a) => {
Canonical::Extension(mask_validity_extension(a, validity_mask, ctx)?)
}
Canonical::Variant(a) => Canonical::Variant(mask_validity_variant(a, validity_mask, ctx)?),
})
}
fn combine_validity(
validity: &Validity,
mask: &Mask,
len: usize,
ctx: &mut ExecutionCtx,
) -> VortexResult<Validity> {
let current_mask = validity.execute_mask(len, ctx)?;
let combined = current_mask.bitand(mask);
Ok(Validity::from_mask(combined, Nullability::Nullable))
}
fn mask_validity_null(array: NullArray, _mask: &Mask) -> NullArray {
array
}
fn mask_validity_bool(
array: BoolArray,
mask: &Mask,
ctx: &mut ExecutionCtx,
) -> VortexResult<BoolArray> {
let len = array.len();
let new_validity = combine_validity(array.validity(), mask, len, ctx)?;
Ok(BoolArray::new(array.to_bit_buffer(), new_validity))
}
fn mask_validity_primitive(
array: PrimitiveArray,
mask: &Mask,
ctx: &mut ExecutionCtx,
) -> VortexResult<PrimitiveArray> {
let len = array.len();
let ptype = array.ptype();
let new_validity = combine_validity(array.validity(), mask, len, ctx)?;
// SAFETY: validity has same length as values
Ok(unsafe {
PrimitiveArray::new_unchecked_from_handle(
array.buffer_handle().clone(),
ptype,
new_validity,
)
})
}
fn mask_validity_decimal(
array: DecimalArray,
mask: &Mask,
ctx: &mut ExecutionCtx,
) -> VortexResult<DecimalArray> {
let len = array.len();
let dec_dtype = array.decimal_dtype();
let values_type = array.values_type();
let new_validity = combine_validity(array.validity(), mask, len, ctx)?;
// SAFETY: We're only changing validity, not the data structure
Ok(match_each_decimal_value_type!(values_type, |T| {
let buffer = array.buffer::<T>();
unsafe { DecimalArray::new_unchecked(buffer, dec_dtype, new_validity) }
}))
}
/// Mask validity for VarBinViewArray.
fn mask_validity_varbinview(
array: VarBinViewArray,
mask: &Mask,
ctx: &mut ExecutionCtx,
) -> VortexResult<VarBinViewArray> {
let len = array.len();
let dtype = array.dtype().as_nullable();
let new_validity = combine_validity(array.validity(), mask, len, ctx)?;
// SAFETY: We're only changing validity, not the data structure
Ok(unsafe {
VarBinViewArray::new_handle_unchecked(
array.views_handle().clone(),
array.buffers().clone(),
dtype,
new_validity,
)
})
}
fn mask_validity_listview(
array: ListViewArray,
mask: &Mask,
ctx: &mut ExecutionCtx,
) -> VortexResult<ListViewArray> {
let len = array.len();
let new_validity = combine_validity(array.validity(), mask, len, ctx)?;
// SAFETY: We're only changing validity, not the data structure
Ok(unsafe {
ListViewArray::new_unchecked(
array.elements().clone(),
array.offsets().clone(),
array.sizes().clone(),
new_validity,
)
})
}
fn mask_validity_fixed_size_list(
array: FixedSizeListArray,
mask: &Mask,
ctx: &mut ExecutionCtx,
) -> VortexResult<FixedSizeListArray> {
let len = array.len();
let list_size = array.list_size();
let new_validity = combine_validity(array.validity(), mask, len, ctx)?;
// SAFETY: We're only changing validity, not the data structure
Ok(unsafe {
FixedSizeListArray::new_unchecked(array.elements().clone(), list_size, new_validity, len)
})
}
fn mask_validity_struct(
array: StructArray,
mask: &Mask,
ctx: &mut ExecutionCtx,
) -> VortexResult<StructArray> {
let len = array.len();
let new_validity = combine_validity(array.validity(), mask, len, ctx)?;
let fields = array.unmasked_fields().clone();
let struct_fields = array.struct_fields().clone();
// SAFETY: We're only changing validity, not the data structure
Ok(unsafe { StructArray::new_unchecked(fields, struct_fields, len, new_validity) })
}
fn mask_validity_extension(
array: ExtensionArray,
mask: &Mask,
ctx: &mut ExecutionCtx,
) -> VortexResult<ExtensionArray> {
// For extension arrays, we need to mask the underlying storage
let storage = array.storage_array().clone().execute::<Canonical>(ctx)?;
let masked_storage = mask_validity_canonical(storage, mask, ctx)?;
let masked_storage = masked_storage.into_array();
Ok(ExtensionArray::new(
array
.ext_dtype()
.with_nullability(masked_storage.dtype().nullability()),
masked_storage,
))
}
fn mask_validity_variant(
array: VariantArray,
mask: &Mask,
ctx: &mut ExecutionCtx,
) -> VortexResult<VariantArray> {
let child = array.child().clone();
let len = child.len();
let child_validity = child.validity()?;
match child_validity {
Validity::NonNullable | Validity::AllValid => {
// Child has no nulls — wrap in MaskedArray to apply the mask.
let new_validity = Validity::from_mask(mask.clone(), Nullability::Nullable);
let masked_child = MaskedArray::try_new(child, new_validity)?;
Ok(VariantArray::new(masked_child.into_array()))
}
Validity::AllInvalid => {
// Already all-null, ANDing with any mask is still all-null.
Ok(array)
}
Validity::Array(_) => {
// Child has an array-backed validity stored as its first child.
// Combine with the mask and replace that child via with_children.
let combined = combine_validity(&child_validity, mask, len, ctx)?;
let mut children = child.children();
children[0] = combined.to_array(len);
let new_child = child.with_children(children)?;
Ok(VariantArray::new(new_child))
}
}
}