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# arrow_wrap_unwrap | ||
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This is some arbitrary code to demonstrate [wrapping and | ||
unwrapping](https://arrow.apache.org/docs/python/integration/extending.html) | ||
functionality. This tooling allows you to interop pyarrow objects with Cython or Arrow | ||
C++. | ||
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Instructions: | ||
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``` | ||
python setup.py build_ext --inplace | ||
./run_demo.py | ||
``` |
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# distutils: language=c++ | ||
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import pyarrow as pa | ||
import pyarrow.acero as pac | ||
import pyarrow.compute as pc | ||
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from pyarrow cimport * | ||
from pyarrow.lib cimport * | ||
from pyarrow.lib_compute cimport * | ||
from pyarrow.lib_acero cimport * | ||
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def unwrap_wrap_arr(array): | ||
cdef shared_ptr[CArray] arr = pyarrow_unwrap_array(array) | ||
out = pyarrow_wrap_array(arr) | ||
return out | ||
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def unwrap_wrap_declaration(declaration): | ||
cdef CDeclaration decl = pyarrow_unwrap_declaration(declaration) | ||
output = pyarrow_wrap_declaration(decl) | ||
return output | ||
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def unwrap_wrap_options(options): | ||
cdef shared_ptr[CExecNodeOptions] decl = pyarrow_unwrap_exec_node_options(options) | ||
output = pyarrow_wrap_exec_node_options(decl) | ||
return output | ||
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def unwrap_wrap_expression(expression): | ||
cdef CExpression expr = pyarrow_unwrap_expression(expression) | ||
output = pyarrow_wrap_expression(expr) | ||
return output | ||
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def run_test(): | ||
print("Starting demo") | ||
arr = pa.array(["a", "b", "a"]) | ||
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print("Wrapping and unwrapping array") | ||
arr = unwrap_wrap_arr(arr) | ||
print(arr) | ||
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print("Constructing a table") | ||
table = pa.Table.from_arrays([arr], names=["foo"]) | ||
print(table) | ||
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expression = (pc.field("foo") == pc.scalar("a")) | ||
print("Wrapping and unwrapping expression") | ||
expression = unwrap_wrap_expression(expression) | ||
print(expression) | ||
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print("Filtering the table") | ||
table = table.filter(expression) | ||
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print("Running a no-op acero node") | ||
options = pac.TableSourceNodeOptions(table) | ||
options = unwrap_wrap_options(options) | ||
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source_node = pac.Declaration("table_source", options, []) | ||
source_node = unwrap_wrap_declaration(source_node) | ||
print(source_node.to_table()) | ||
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#!/usr/bin/env python3 | ||
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import example | ||
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if __name__ == '__main__': | ||
example.run_test() |
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from setuptools import setup | ||
from Cython.Build import cythonize | ||
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import os | ||
import numpy as np | ||
import pyarrow as pa | ||
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ext_modules = cythonize("example.pyx") | ||
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for ext in ext_modules: | ||
# The Numpy C headers are currently required | ||
ext.include_dirs.append(np.get_include()) | ||
ext.include_dirs.append(pa.get_include()) | ||
ext.libraries.extend(pa.get_libraries()) | ||
ext.library_dirs.extend(pa.get_library_dirs()) | ||
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if os.name == 'posix': | ||
ext.extra_compile_args.append('-std=c++17') | ||
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setup(ext_modules=ext_modules) | ||
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// For backward compatibility. | ||
#include "arrow/python/lib_api.h" | ||
#include "arrow/python/lib_compute_api.h" |
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// 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. | ||
#include "arrow/compute/expression.h" | ||
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#include "arrow/python/lib_compute_api.h" | ||
#include "arrow/python/pyarrow_compute.h" | ||
#include "arrow/python/wrap_macros.h" | ||
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namespace arrow { | ||
namespace py { | ||
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int import_pyarrow_compute() { return ::import_pyarrow__lib_compute(); } | ||
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DEFINE_WRAP_FUNCTIONS(expression, compute::Expression, out.is_valid()) | ||
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} // namespace py | ||
} // namespace arrow |
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// 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. | ||
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#pragma once | ||
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#include "arrow/python/visibility.h" | ||
#include "arrow/python/wrap_macros.h" | ||
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// Work around ARROW-2317 (C linkage warning from Cython) | ||
extern "C++" { | ||
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namespace arrow { | ||
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// Forward declarations. Actual wrappers/unwrappers are in pyarrow_compute.{h,cc} | ||
namespace compute { | ||
class Expression; | ||
} | ||
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namespace py { | ||
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ARROW_PYTHON_EXPORT int import_pyarrow_compute(); | ||
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DECLARE_WRAP_FUNCTIONS(expression, compute::Expression) | ||
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} // namespace py | ||
} // namespace arrow | ||
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} // extern "C++" |