-
Notifications
You must be signed in to change notification settings - Fork 198
Expand file tree
/
Copy pathmod.rs
More file actions
218 lines (195 loc) · 6.83 KB
/
Copy pathmod.rs
File metadata and controls
218 lines (195 loc) · 6.83 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
// SPDX-License-Identifier: Apache-2.0
// SPDX-FileCopyrightText: Copyright the Vortex contributors
mod binary;
mod bool;
mod decimal;
mod extension;
mod factory;
mod fixed_size_list;
mod list;
mod null;
mod primitive;
mod ptype;
mod struct_;
mod utf8;
use std::ops::Deref;
use arrow_schema::DataType;
use arrow_schema::Field;
pub(crate) use ptype::*;
use pyo3::Bound;
use pyo3::Py;
use pyo3::PyAny;
use pyo3::PyClass;
use pyo3::PyClassInitializer;
use pyo3::PyResult;
use pyo3::Python;
use pyo3::exceptions::PyValueError;
use pyo3::prelude::PyModule;
use pyo3::prelude::PyModuleMethods;
use pyo3::pyclass;
use pyo3::pymethods;
use pyo3::types::PyType;
use pyo3::wrap_pyfunction;
use vortex::dtype::DType;
use vortex_arrow::ArrowSessionExt;
use vortex_arrow::ToArrowType;
use vortex_arrow::TryFromArrowType;
use crate::arrow::FromPyArrow;
use crate::arrow::ToPyArrow;
use crate::dtype::binary::PyBinaryDType;
use crate::dtype::bool::PyBoolDType;
use crate::dtype::decimal::PyDecimalDType;
use crate::dtype::extension::PyExtensionDType;
use crate::dtype::fixed_size_list::PyFixedSizeListDType;
use crate::dtype::list::PyListDType;
use crate::dtype::null::PyNullDType;
use crate::dtype::primitive::PyPrimitiveDType;
use crate::dtype::struct_::PyStructDType;
use crate::dtype::utf8::PyUtf8DType;
use crate::error::PyVortexResult;
use crate::install_module;
use crate::python_repr::PythonRepr;
use crate::session::session;
/// Register DType functions and classes.
pub(crate) fn init(py: Python, parent: &Bound<PyModule>) -> PyResult<()> {
let m = PyModule::new(py, "dtype")?;
parent.add_submodule(&m)?;
install_module("vortex._lib.dtype", &m)?;
// Register the DType class.
m.add_class::<PyDType>()?;
m.add_class::<PyPType>()?;
m.add_class::<PyNullDType>()?;
m.add_class::<PyBoolDType>()?;
m.add_class::<PyPrimitiveDType>()?;
m.add_class::<PyDecimalDType>()?;
m.add_class::<PyUtf8DType>()?;
m.add_class::<PyBinaryDType>()?;
m.add_class::<PyStructDType>()?;
m.add_class::<PyListDType>()?;
m.add_class::<PyFixedSizeListDType>()?;
m.add_class::<PyExtensionDType>()?;
// Register factory functions.
m.add_function(wrap_pyfunction!(factory::dtype_null, &m)?)?;
m.add_function(wrap_pyfunction!(factory::dtype_bool, &m)?)?;
m.add_function(wrap_pyfunction!(factory::dtype_int, &m)?)?;
m.add_function(wrap_pyfunction!(factory::dtype_decimal, &m)?)?;
m.add_function(wrap_pyfunction!(factory::dtype_uint, &m)?)?;
m.add_function(wrap_pyfunction!(factory::dtype_float, &m)?)?;
m.add_function(wrap_pyfunction!(factory::dtype_utf8, &m)?)?;
m.add_function(wrap_pyfunction!(factory::dtype_binary, &m)?)?;
m.add_function(wrap_pyfunction!(factory::dtype_struct, &m)?)?;
m.add_function(wrap_pyfunction!(factory::dtype_list, &m)?)?;
m.add_function(wrap_pyfunction!(factory::dtype_fixed_size_list, &m)?)?;
m.add_function(wrap_pyfunction!(factory::dtype_date, &m)?)?;
m.add_function(wrap_pyfunction!(factory::dtype_time, &m)?)?;
m.add_function(wrap_pyfunction!(factory::dtype_timestamp, &m)?)?;
Ok(())
}
/// Base class for all Vortex data types.
#[pyclass(
name = "DType",
module = "vortex",
frozen,
eq,
hash,
subclass,
from_py_object
)]
#[derive(Clone, Debug, PartialEq, Eq, Hash)]
pub struct PyDType(DType);
impl From<DType> for PyDType {
fn from(dtype: DType) -> Self {
Self(dtype)
}
}
impl Deref for PyDType {
type Target = DType;
fn deref(&self) -> &Self::Target {
&self.0
}
}
impl PyDType {
/// Initialize a [`PyDType`] from a Vortex [`DType`], ensuring the correct subclass is
/// returned.
pub fn init(py: Python, dtype: DType) -> PyResult<Bound<PyDType>> {
match dtype {
DType::Null => Self::with_subclass(py, dtype, PyNullDType),
DType::Bool(_) => Self::with_subclass(py, dtype, PyBoolDType),
DType::Primitive(..) => Self::with_subclass(py, dtype, PyPrimitiveDType),
DType::Decimal(..) => Self::with_subclass(py, dtype, PyDecimalDType),
DType::Utf8(..) => Self::with_subclass(py, dtype, PyUtf8DType),
DType::Binary(..) => Self::with_subclass(py, dtype, PyBinaryDType),
DType::List(..) => Self::with_subclass(py, dtype, PyListDType),
DType::FixedSizeList(..) => Self::with_subclass(py, dtype, PyFixedSizeListDType),
DType::Map(..) => Err(PyValueError::new_err(
"Map dtypes are not supported in Python",
)),
DType::Struct(..) => Self::with_subclass(py, dtype, PyStructDType),
DType::Union(..) => todo!("TODO(connor)[Union]: unimplemented"),
DType::Variant(_) => Err(PyValueError::new_err(
"Variant DType is not supported in Python yet",
)),
DType::Extension(..) => Self::with_subclass(py, dtype, PyExtensionDType),
}
}
/// Initialize a [`PyDType`] from a Vortex [`DType`], with the given subclass.
/// We keep this a private method to ensure we correctly match on the DType in init.
fn with_subclass<S: PyClass<BaseType = PyDType>>(
py: Python,
dtype: DType,
subclass: S,
) -> PyResult<Bound<PyDType>> {
Ok(Bound::new(
py,
PyClassInitializer::from(PyDType(dtype)).add_subclass(subclass),
)?
.into_any()
.cast_into::<PyDType>()?)
}
/// Return the inner [`DType`] value.
pub fn inner(&self) -> &DType {
&self.0
}
/// Return the inner [`DType`] value.
pub fn into_inner(self) -> DType {
self.0
}
}
#[pymethods]
impl PyDType {
fn to_arrow_type(&self, py: Python) -> PyVortexResult<Py<PyAny>> {
Ok(session()
.arrow()
.to_arrow_field("", &self.0)?
.data_type()
.to_pyarrow(py)?)
}
fn to_arrow_schema(&self, py: Python) -> PyVortexResult<Py<PyAny>> {
Ok(self.0.to_arrow_schema()?.to_pyarrow(py)?)
}
fn __str__(&self) -> String {
format!("{}", self.0)
}
fn __repr__(&self) -> String {
self.0.python_repr().to_string()
}
/// Return whether this data type allows null values.
fn is_nullable(&self) -> bool {
self.0.is_nullable()
}
/// Construct a Vortex data type from an Arrow data type.
#[classmethod]
#[pyo3(signature = (arrow_dtype, *, non_nullable = false))]
fn from_arrow<'py>(
cls: &Bound<'py, PyType>,
#[pyo3(from_py_with = import_arrow_dtype)] arrow_dtype: DataType,
non_nullable: bool,
) -> PyResult<Bound<'py, PyDType>> {
let dtype = DType::try_from_arrow(&Field::new("_", arrow_dtype, !non_nullable))
.map_err(|e| PyValueError::new_err(e.to_string()))?;
Self::init(cls.py(), dtype)
}
}
fn import_arrow_dtype(obj: &Bound<PyAny>) -> PyResult<DataType> {
DataType::from_pyarrow(&obj.as_borrowed())
}