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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. | |
| # --------------------------------------------------------------------- | |
| # Implement Feather file format | |
| # cython: profile=False | |
| # distutils: language = c++ | |
| # cython: language_level=3 | |
| from cython.operator cimport dereference as deref | |
| from pyarrow.includes.common cimport * | |
| from pyarrow.includes.libarrow cimport * | |
| from pyarrow.includes.libarrow_feather cimport * | |
| from pyarrow.lib cimport (check_status, Table, _Weakrefable, | |
| get_writer, get_reader, pyarrow_wrap_table) | |
| from pyarrow.lib import tobytes | |
| class FeatherError(Exception): | |
| pass | |
| def write_feather(Table table, object dest, compression=None, | |
| compression_level=None, chunksize=None, version=2): | |
| cdef shared_ptr[COutputStream] sink | |
| get_writer(dest, &sink) | |
| cdef CFeatherProperties properties | |
| if version == 2: | |
| properties.version = kFeatherV2Version | |
| else: | |
| properties.version = kFeatherV1Version | |
| if compression == 'zstd': | |
| properties.compression = CCompressionType_ZSTD | |
| elif compression == 'lz4': | |
| properties.compression = CCompressionType_LZ4_FRAME | |
| else: | |
| properties.compression = CCompressionType_UNCOMPRESSED | |
| if chunksize is not None: | |
| properties.chunksize = chunksize | |
| if compression_level is not None: | |
| properties.compression_level = compression_level | |
| with nogil: | |
| check_status(WriteFeather(deref(table.table), sink.get(), | |
| properties)) | |
| cdef class FeatherReader(_Weakrefable): | |
| cdef: | |
| shared_ptr[CFeatherReader] reader | |
| def __cinit__(self, source, c_bool use_memory_map, c_bool use_threads): | |
| cdef: | |
| shared_ptr[CRandomAccessFile] reader | |
| CIpcReadOptions options = CIpcReadOptions.Defaults() | |
| options.use_threads = use_threads | |
| get_reader(source, use_memory_map, &reader) | |
| with nogil: | |
| self.reader = GetResultValue(CFeatherReader.Open(reader, options)) | |
| def version(self): | |
| return self.reader.get().version() | |
| def read(self): | |
| cdef shared_ptr[CTable] sp_table | |
| with nogil: | |
| check_status(self.reader.get() | |
| .Read(&sp_table)) | |
| return pyarrow_wrap_table(sp_table) | |
| def read_indices(self, indices): | |
| cdef: | |
| shared_ptr[CTable] sp_table | |
| vector[int] c_indices | |
| for index in indices: | |
| c_indices.push_back(index) | |
| with nogil: | |
| check_status(self.reader.get() | |
| .Read(c_indices, &sp_table)) | |
| return pyarrow_wrap_table(sp_table) | |
| def read_names(self, names): | |
| cdef: | |
| shared_ptr[CTable] sp_table | |
| vector[c_string] c_names | |
| for name in names: | |
| c_names.push_back(tobytes(name)) | |
| with nogil: | |
| check_status(self.reader.get() | |
| .Read(c_names, &sp_table)) | |
| return pyarrow_wrap_table(sp_table) | |
Xet Storage Details
- Size:
- 3.77 kB
- Xet hash:
- 19156678aa6b3a55b6cd590ab186c115669f31bf743215b979fc3bbd2f94e8f4
·
Xet efficiently stores files, intelligently splitting them into unique chunks and accelerating uploads and downloads. More info.