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| <section id="tabular-file-formats"> |
| <h1>Tabular File Formats<a class="headerlink" href="#tabular-file-formats" title="Permalink to this heading">#</a></h1> |
| <section id="csv-files"> |
| <span id="py-api-csv"></span><h2>CSV Files<a class="headerlink" href="#csv-files" title="Permalink to this heading">#</a></h2> |
| <table class="autosummary longtable table autosummary"> |
| <tbody> |
| <tr class="row-odd"><td><p><a class="reference internal" href="../generated/pyarrow.csv.ConvertOptions.html#pyarrow.csv.ConvertOptions" title="pyarrow.csv.ConvertOptions"><code class="xref py py-obj docutils literal notranslate"><span class="pre">ConvertOptions</span></code></a>([check_utf8, column_types, ...])</p></td> |
| <td><p>Options for converting CSV data.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="../generated/pyarrow.csv.CSVStreamingReader.html#pyarrow.csv.CSVStreamingReader" title="pyarrow.csv.CSVStreamingReader"><code class="xref py py-obj docutils literal notranslate"><span class="pre">CSVStreamingReader</span></code></a>()</p></td> |
| <td><p>An object that reads record batches incrementally from a CSV file.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="../generated/pyarrow.csv.CSVWriter.html#pyarrow.csv.CSVWriter" title="pyarrow.csv.CSVWriter"><code class="xref py py-obj docutils literal notranslate"><span class="pre">CSVWriter</span></code></a>(sink, Schema schema, ...)</p></td> |
| <td><p>Writer to create a CSV file.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="../generated/pyarrow.csv.ISO8601.html#pyarrow.csv.ISO8601" title="pyarrow.csv.ISO8601"><code class="xref py py-obj docutils literal notranslate"><span class="pre">ISO8601</span></code></a></p></td> |
| <td><p>A special object indicating ISO-8601 parsing.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="../generated/pyarrow.csv.ParseOptions.html#pyarrow.csv.ParseOptions" title="pyarrow.csv.ParseOptions"><code class="xref py py-obj docutils literal notranslate"><span class="pre">ParseOptions</span></code></a>([delimiter, quote_char, ...])</p></td> |
| <td><p>Options for parsing CSV files.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="../generated/pyarrow.csv.ReadOptions.html#pyarrow.csv.ReadOptions" title="pyarrow.csv.ReadOptions"><code class="xref py py-obj docutils literal notranslate"><span class="pre">ReadOptions</span></code></a>([use_threads, block_size, ...])</p></td> |
| <td><p>Options for reading CSV files.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="../generated/pyarrow.csv.WriteOptions.html#pyarrow.csv.WriteOptions" title="pyarrow.csv.WriteOptions"><code class="xref py py-obj docutils literal notranslate"><span class="pre">WriteOptions</span></code></a>([include_header, batch_size, ...])</p></td> |
| <td><p>Options for writing CSV files.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="../generated/pyarrow.csv.open_csv.html#pyarrow.csv.open_csv" title="pyarrow.csv.open_csv"><code class="xref py py-obj docutils literal notranslate"><span class="pre">open_csv</span></code></a>(input_file[, read_options, ...])</p></td> |
| <td><p>Open a streaming reader of CSV data.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="../generated/pyarrow.csv.read_csv.html#pyarrow.csv.read_csv" title="pyarrow.csv.read_csv"><code class="xref py py-obj docutils literal notranslate"><span class="pre">read_csv</span></code></a>(input_file[, read_options, ...])</p></td> |
| <td><p>Read a Table from a stream of CSV data.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="../generated/pyarrow.csv.write_csv.html#pyarrow.csv.write_csv" title="pyarrow.csv.write_csv"><code class="xref py py-obj docutils literal notranslate"><span class="pre">write_csv</span></code></a>(data, output_file[, write_options])</p></td> |
| <td><p>Write record batch or table to a CSV file.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="../generated/pyarrow.csv.InvalidRow.html#pyarrow.csv.InvalidRow" title="pyarrow.csv.InvalidRow"><code class="xref py py-obj docutils literal notranslate"><span class="pre">InvalidRow</span></code></a>(expected_columns, actual_columns, ...)</p></td> |
| <td><p>Description of an invalid row in a CSV file.</p></td> |
| </tr> |
| </tbody> |
| </table> |
| </section> |
| <section id="feather-files"> |
| <span id="api-feather"></span><h2>Feather Files<a class="headerlink" href="#feather-files" title="Permalink to this heading">#</a></h2> |
| <table class="autosummary longtable table autosummary"> |
| <tbody> |
| <tr class="row-odd"><td><p><a class="reference internal" href="../generated/pyarrow.feather.read_feather.html#pyarrow.feather.read_feather" title="pyarrow.feather.read_feather"><code class="xref py py-obj docutils literal notranslate"><span class="pre">read_feather</span></code></a>(source[, columns, use_threads, ...])</p></td> |
| <td><p>Read a pandas.DataFrame from Feather format.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="../generated/pyarrow.feather.read_table.html#pyarrow.feather.read_table" title="pyarrow.feather.read_table"><code class="xref py py-obj docutils literal notranslate"><span class="pre">read_table</span></code></a>(source[, columns, memory_map, ...])</p></td> |
| <td><p>Read a pyarrow.Table from Feather format</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="../generated/pyarrow.feather.write_feather.html#pyarrow.feather.write_feather" title="pyarrow.feather.write_feather"><code class="xref py py-obj docutils literal notranslate"><span class="pre">write_feather</span></code></a>(df, dest[, compression, ...])</p></td> |
| <td><p>Write a pandas.DataFrame to Feather format.</p></td> |
| </tr> |
| </tbody> |
| </table> |
| </section> |
| <section id="json-files"> |
| <span id="api-json"></span><h2>JSON Files<a class="headerlink" href="#json-files" title="Permalink to this heading">#</a></h2> |
| <table class="autosummary longtable table autosummary"> |
| <tbody> |
| <tr class="row-odd"><td><p><a class="reference internal" href="../generated/pyarrow.json.ReadOptions.html#pyarrow.json.ReadOptions" title="pyarrow.json.ReadOptions"><code class="xref py py-obj docutils literal notranslate"><span class="pre">ReadOptions</span></code></a>([use_threads, block_size])</p></td> |
| <td><p>Options for reading JSON files.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="../generated/pyarrow.json.ParseOptions.html#pyarrow.json.ParseOptions" title="pyarrow.json.ParseOptions"><code class="xref py py-obj docutils literal notranslate"><span class="pre">ParseOptions</span></code></a>([explicit_schema, ...])</p></td> |
| <td><p>Options for parsing JSON files.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="../generated/pyarrow.json.read_json.html#pyarrow.json.read_json" title="pyarrow.json.read_json"><code class="xref py py-obj docutils literal notranslate"><span class="pre">read_json</span></code></a>(input_file[, read_options, ...])</p></td> |
| <td><p>Read a Table from a stream of JSON data.</p></td> |
| </tr> |
| </tbody> |
| </table> |
| </section> |
| <section id="parquet-files"> |
| <span id="api-parquet"></span><h2>Parquet Files<a class="headerlink" href="#parquet-files" title="Permalink to this heading">#</a></h2> |
| <table class="autosummary longtable table autosummary"> |
| <tbody> |
| <tr class="row-odd"><td><p><a class="reference internal" href="../generated/pyarrow.parquet.ParquetDataset.html#pyarrow.parquet.ParquetDataset" title="pyarrow.parquet.ParquetDataset"><code class="xref py py-obj docutils literal notranslate"><span class="pre">ParquetDataset</span></code></a>(path_or_paths[, filesystem, ...])</p></td> |
| <td><p>Encapsulates details of reading a complete Parquet dataset possibly consisting of multiple files and partitions in subdirectories.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="../generated/pyarrow.parquet.ParquetFile.html#pyarrow.parquet.ParquetFile" title="pyarrow.parquet.ParquetFile"><code class="xref py py-obj docutils literal notranslate"><span class="pre">ParquetFile</span></code></a>(source, *[, metadata, ...])</p></td> |
| <td><p>Reader interface for a single Parquet file.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="../generated/pyarrow.parquet.ParquetWriter.html#pyarrow.parquet.ParquetWriter" title="pyarrow.parquet.ParquetWriter"><code class="xref py py-obj docutils literal notranslate"><span class="pre">ParquetWriter</span></code></a>(where, schema[, filesystem, ...])</p></td> |
| <td><p>Class for incrementally building a Parquet file for Arrow tables.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="../generated/pyarrow.parquet.read_table.html#pyarrow.parquet.read_table" title="pyarrow.parquet.read_table"><code class="xref py py-obj docutils literal notranslate"><span class="pre">read_table</span></code></a>(source, *[, columns, ...])</p></td> |
| <td><p>Read a Table from Parquet format</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="../generated/pyarrow.parquet.read_metadata.html#pyarrow.parquet.read_metadata" title="pyarrow.parquet.read_metadata"><code class="xref py py-obj docutils literal notranslate"><span class="pre">read_metadata</span></code></a>(where[, memory_map, ...])</p></td> |
| <td><p>Read FileMetaData from footer of a single Parquet file.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="../generated/pyarrow.parquet.read_pandas.html#pyarrow.parquet.read_pandas" title="pyarrow.parquet.read_pandas"><code class="xref py py-obj docutils literal notranslate"><span class="pre">read_pandas</span></code></a>(source[, columns])</p></td> |
| <td><p>Read a Table from Parquet format, also reading DataFrame index values if known in the file metadata</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="../generated/pyarrow.parquet.read_schema.html#pyarrow.parquet.read_schema" title="pyarrow.parquet.read_schema"><code class="xref py py-obj docutils literal notranslate"><span class="pre">read_schema</span></code></a>(where[, memory_map, ...])</p></td> |
| <td><p>Read effective Arrow schema from Parquet file metadata.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="../generated/pyarrow.parquet.write_metadata.html#pyarrow.parquet.write_metadata" title="pyarrow.parquet.write_metadata"><code class="xref py py-obj docutils literal notranslate"><span class="pre">write_metadata</span></code></a>(schema, where[, ...])</p></td> |
| <td><p>Write metadata-only Parquet file from schema.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="../generated/pyarrow.parquet.write_table.html#pyarrow.parquet.write_table" title="pyarrow.parquet.write_table"><code class="xref py py-obj docutils literal notranslate"><span class="pre">write_table</span></code></a>(table, where[, row_group_size, ...])</p></td> |
| <td><p>Write a Table to Parquet format.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="../generated/pyarrow.parquet.write_to_dataset.html#pyarrow.parquet.write_to_dataset" title="pyarrow.parquet.write_to_dataset"><code class="xref py py-obj docutils literal notranslate"><span class="pre">write_to_dataset</span></code></a>(table, root_path[, ...])</p></td> |
| <td><p>Wrapper around dataset.write_dataset for writing a Table to Parquet format by partitions.</p></td> |
| </tr> |
| </tbody> |
| </table> |
| <section id="parquet-metadata"> |
| <h3>Parquet Metadata<a class="headerlink" href="#parquet-metadata" title="Permalink to this heading">#</a></h3> |
| <table class="autosummary longtable table autosummary"> |
| <tbody> |
| <tr class="row-odd"><td><p><a class="reference internal" href="../generated/pyarrow.parquet.FileMetaData.html#pyarrow.parquet.FileMetaData" title="pyarrow.parquet.FileMetaData"><code class="xref py py-obj docutils literal notranslate"><span class="pre">FileMetaData</span></code></a></p></td> |
| <td><p>Parquet metadata for a single file.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="../generated/pyarrow.parquet.RowGroupMetaData.html#pyarrow.parquet.RowGroupMetaData" title="pyarrow.parquet.RowGroupMetaData"><code class="xref py py-obj docutils literal notranslate"><span class="pre">RowGroupMetaData</span></code></a></p></td> |
| <td><p>Metadata for a single row group.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="../generated/pyarrow.parquet.SortingColumn.html#pyarrow.parquet.SortingColumn" title="pyarrow.parquet.SortingColumn"><code class="xref py py-obj docutils literal notranslate"><span class="pre">SortingColumn</span></code></a>(int column_index, ...)</p></td> |
| <td><p>Sorting specification for a single column.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="../generated/pyarrow.parquet.ColumnChunkMetaData.html#pyarrow.parquet.ColumnChunkMetaData" title="pyarrow.parquet.ColumnChunkMetaData"><code class="xref py py-obj docutils literal notranslate"><span class="pre">ColumnChunkMetaData</span></code></a></p></td> |
| <td><p>Column metadata for a single row group.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="../generated/pyarrow.parquet.Statistics.html#pyarrow.parquet.Statistics" title="pyarrow.parquet.Statistics"><code class="xref py py-obj docutils literal notranslate"><span class="pre">Statistics</span></code></a></p></td> |
| <td><p>Statistics for a single column in a single row group.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="../generated/pyarrow.parquet.ParquetSchema.html#pyarrow.parquet.ParquetSchema" title="pyarrow.parquet.ParquetSchema"><code class="xref py py-obj docutils literal notranslate"><span class="pre">ParquetSchema</span></code></a></p></td> |
| <td><p>A Parquet schema.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="../generated/pyarrow.parquet.ColumnSchema.html#pyarrow.parquet.ColumnSchema" title="pyarrow.parquet.ColumnSchema"><code class="xref py py-obj docutils literal notranslate"><span class="pre">ColumnSchema</span></code></a></p></td> |
| <td><p>Schema for a single column.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="../generated/pyarrow.parquet.ParquetLogicalType.html#pyarrow.parquet.ParquetLogicalType" title="pyarrow.parquet.ParquetLogicalType"><code class="xref py py-obj docutils literal notranslate"><span class="pre">ParquetLogicalType</span></code></a></p></td> |
| <td><p>Logical type of parquet type.</p></td> |
| </tr> |
| </tbody> |
| </table> |
| </section> |
| <section id="encrypted-parquet-files"> |
| <h3>Encrypted Parquet Files<a class="headerlink" href="#encrypted-parquet-files" title="Permalink to this heading">#</a></h3> |
| <table class="autosummary longtable table autosummary"> |
| <tbody> |
| <tr class="row-odd"><td><p><a class="reference internal" href="../generated/pyarrow.parquet.encryption.CryptoFactory.html#pyarrow.parquet.encryption.CryptoFactory" title="pyarrow.parquet.encryption.CryptoFactory"><code class="xref py py-obj docutils literal notranslate"><span class="pre">CryptoFactory</span></code></a>(kms_client_factory)</p></td> |
| <td><p>A factory that produces the low-level FileEncryptionProperties and FileDecryptionProperties objects, from the high-level parameters.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="../generated/pyarrow.parquet.encryption.KmsClient.html#pyarrow.parquet.encryption.KmsClient" title="pyarrow.parquet.encryption.KmsClient"><code class="xref py py-obj docutils literal notranslate"><span class="pre">KmsClient</span></code></a>()</p></td> |
| <td><p>The abstract base class for KmsClient implementations.</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="../generated/pyarrow.parquet.encryption.KmsConnectionConfig.html#pyarrow.parquet.encryption.KmsConnectionConfig" title="pyarrow.parquet.encryption.KmsConnectionConfig"><code class="xref py py-obj docutils literal notranslate"><span class="pre">KmsConnectionConfig</span></code></a>([kms_instance_id, ...])</p></td> |
| <td><p>Configuration of the connection to the Key Management Service (KMS)</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="../generated/pyarrow.parquet.encryption.EncryptionConfiguration.html#pyarrow.parquet.encryption.EncryptionConfiguration" title="pyarrow.parquet.encryption.EncryptionConfiguration"><code class="xref py py-obj docutils literal notranslate"><span class="pre">EncryptionConfiguration</span></code></a>(footer_key[, ...])</p></td> |
| <td><p>Configuration of the encryption, such as which columns to encrypt</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="../generated/pyarrow.parquet.encryption.DecryptionConfiguration.html#pyarrow.parquet.encryption.DecryptionConfiguration" title="pyarrow.parquet.encryption.DecryptionConfiguration"><code class="xref py py-obj docutils literal notranslate"><span class="pre">DecryptionConfiguration</span></code></a>([cache_lifetime])</p></td> |
| <td><p>Configuration of the decryption, such as cache timeout.</p></td> |
| </tr> |
| </tbody> |
| </table> |
| </section> |
| </section> |
| <section id="orc-files"> |
| <span id="api-orc"></span><h2>ORC Files<a class="headerlink" href="#orc-files" title="Permalink to this heading">#</a></h2> |
| <table class="autosummary longtable table autosummary"> |
| <tbody> |
| <tr class="row-odd"><td><p><a class="reference internal" href="../generated/pyarrow.orc.ORCFile.html#pyarrow.orc.ORCFile" title="pyarrow.orc.ORCFile"><code class="xref py py-obj docutils literal notranslate"><span class="pre">ORCFile</span></code></a>(source)</p></td> |
| <td><p>Reader interface for a single ORC file</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="../generated/pyarrow.orc.ORCWriter.html#pyarrow.orc.ORCWriter" title="pyarrow.orc.ORCWriter"><code class="xref py py-obj docutils literal notranslate"><span class="pre">ORCWriter</span></code></a>(where, *[, file_version, ...])</p></td> |
| <td><p>Writer interface for a single ORC file</p></td> |
| </tr> |
| <tr class="row-odd"><td><p><a class="reference internal" href="../generated/pyarrow.orc.read_table.html#pyarrow.orc.read_table" title="pyarrow.orc.read_table"><code class="xref py py-obj docutils literal notranslate"><span class="pre">read_table</span></code></a>(source[, columns, filesystem])</p></td> |
| <td><p>Read a Table from an ORC file.</p></td> |
| </tr> |
| <tr class="row-even"><td><p><a class="reference internal" href="../generated/pyarrow.orc.write_table.html#pyarrow.orc.write_table" title="pyarrow.orc.write_table"><code class="xref py py-obj docutils literal notranslate"><span class="pre">write_table</span></code></a>(table, where, *[, file_version, ...])</p></td> |
| <td><p>Write a table into an ORC file.</p></td> |
| </tr> |
| </tbody> |
| </table> |
| </section> |
| </section> |
| |
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| </article> |
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