Read datasets

Open multi-file datasets as Arrow Dataset objects.

open_dataset()

Open a multi-file dataset

open_delim_dataset() open_csv_dataset() open_tsv_dataset()

Open a multi-file dataset of CSV or other delimiter-separated format

csv_read_options()

CSV Reading Options

csv_parse_options()

CSV Parsing Options

csv_convert_options()

CSV Convert Options

Write datasets

Write multi-file datasets to disk.

write_dataset()

Write a dataset

write_delim_dataset() write_csv_dataset() write_tsv_dataset()

Write a dataset into partitioned flat files.

csv_write_options()

CSV Writing Options

Read files

Read files in a variety of formats in as tibbles or Arrow Tables.

read_delim_arrow() read_csv_arrow() read_csv2_arrow() read_tsv_arrow()

Read a CSV or other delimited file with Arrow

read_parquet()

Read a Parquet file

read_feather() read_ipc_file()

Read a Feather file (an Arrow IPC file)

read_ipc_stream()

Read Arrow IPC stream format

read_json_arrow()

Read a JSON file

Write files

Write to files in a variety of formats.

write_csv_arrow()

Write CSV file to disk

write_parquet()

Write Parquet file to disk

write_feather() write_ipc_file()

Write a Feather file (an Arrow IPC file)

write_ipc_stream()

Write Arrow IPC stream format

write_to_raw()

Write Arrow data to a raw vector

Creating Arrow data containers

Classes and functions for creating Arrow data containers.

scalar()

Create an Arrow Scalar

arrow_array()

Create an Arrow Array

chunked_array()

Create a Chunked Array

record_batch()

Create a RecordBatch

arrow_table()

Create an Arrow Table

buffer()

Create a Buffer

vctrs_extension_array() vctrs_extension_type()

Extension type for generic typed vectors

Working with Arrow data containers

Functions for converting R objects to Arrow data containers and combining Arrow data containers.

as_arrow_array()

Convert an object to an Arrow Array

as_chunked_array()

Convert an object to an Arrow ChunkedArray

as_record_batch()

Convert an object to an Arrow RecordBatch

as_arrow_table()

Convert an object to an Arrow Table

concat_arrays() c(<Array>)

Concatenate zero or more Arrays

concat_tables()

Concatenate one or more Tables

Arrow data types

int8() int16() int32() int64() uint8() uint16() uint32() uint64() float16() halffloat() float32() float() float64() boolean() bool() utf8() large_utf8() binary() large_binary() fixed_size_binary() string() date32() date64() time32() time64() duration() null() timestamp() decimal() decimal32() decimal64() decimal128() decimal256() struct() list_of() large_list_of() fixed_size_list_of() map_of()

Create Arrow data types

dictionary()

Create a dictionary type

new_extension_type() new_extension_array() register_extension_type() reregister_extension_type() unregister_extension_type()

Extension types

vctrs_extension_array() vctrs_extension_type()

Extension type for generic typed vectors

as_data_type()

Convert an object to an Arrow DataType

infer_type() type()

Infer the arrow Array type from an R object

Fields and schemas

field()

Create a Field

schema()

Create a schema or extract one from an object.

unify_schemas()

Combine and harmonize schemas

as_schema()

Convert an object to an Arrow Schema

infer_schema()

Extract a schema from an object

read_schema()

Read a Schema from a stream

Computation

Functionality for computing values on Arrow data objects.

acero arrow-functions arrow-verbs arrow-dplyr

Functions available in Arrow dplyr queries

call_function()

Call an Arrow compute function

match_arrow() is_in()

Value matching for Arrow objects

value_counts()

table for Arrow objects

list_compute_functions()

List available Arrow C++ compute functions

register_scalar_function()

Register user-defined functions

show_exec_plan()

Show the details of an Arrow Execution Plan

DuckDB

Pass data to and from DuckDB

to_arrow()

Create an Arrow object from a DuckDB connection

to_duckdb()

Create a (virtual) DuckDB table from an Arrow object

File systems

Functions for working with files on S3 and GCS

s3_bucket()

Connect to an AWS S3 bucket

gs_bucket()

Connect to a Google Cloud Storage (GCS) bucket

copy_files()

Copy files between FileSystems

Flight

load_flight_server()

Load a Python Flight server

flight_connect()

Connect to a Flight server

flight_disconnect()

Explicitly close a Flight client

flight_get()

Get data from a Flight server

flight_put()

Send data to a Flight server

list_flights() flight_path_exists()

See available resources on a Flight server

Arrow Configuration

arrow_info() arrow_available() arrow_with_acero() arrow_with_dataset() arrow_with_substrait() arrow_with_parquet() arrow_with_s3() arrow_with_gcs() arrow_with_json()

Report information on the package's capabilities

cpu_count() set_cpu_count()

Manage the global CPU thread pool in libarrow

io_thread_count() set_io_thread_count()

Manage the global I/O thread pool in libarrow

install_arrow()

Install or upgrade the Arrow library

install_pyarrow()

Install pyarrow for use with reticulate

create_package_with_all_dependencies()

Create a source bundle that includes all thirdparty dependencies

Input/Output

InputStream RandomAccessFile MemoryMappedFile ReadableFile BufferReader

InputStream classes

read_message()

Read a Message from a stream

mmap_open()

Open a memory mapped file

mmap_create()

Create a new read/write memory mapped file of a given size

OutputStream FileOutputStream BufferOutputStream

OutputStream classes

Message

Message class

MessageReader

MessageReader class

compression CompressedOutputStream CompressedInputStream

Compressed stream classes

Codec

Compression Codec class

codec_is_available()

Check whether a compression codec is available

File read/writer interface

ParquetFileReader

ParquetFileReader class

ParquetReaderProperties

ParquetReaderProperties class

ParquetArrowReaderProperties

ParquetArrowReaderProperties class

ParquetFileWriter

ParquetFileWriter class

ParquetWriterProperties

ParquetWriterProperties class

FeatherReader

FeatherReader class

CsvTableReader JsonTableReader

Arrow CSV and JSON table reader classes

CsvReadOptions CsvWriteOptions CsvParseOptions TimestampParser CsvConvertOptions JsonReadOptions JsonParseOptions

File reader options

RecordBatchReader RecordBatchStreamReader RecordBatchFileReader

RecordBatchReader classes

RecordBatchWriter RecordBatchStreamWriter RecordBatchFileWriter

RecordBatchWriter classes

as_record_batch_reader()

Convert an object to an Arrow RecordBatchReader

Low-level C++ wrappers

Low-level R6 class representations of Arrow C++ objects intended for advanced users.

Buffer

Buffer class

Scalar

Arrow scalars

Array DictionaryArray StructArray ListArray LargeListArray FixedSizeListArray MapArray

Array Classes

ChunkedArray

ChunkedArray class

RecordBatch

RecordBatch class

Schema

Schema class

Field

Field class

Table

Table class

DataType

DataType class

ArrayData

ArrayData class

DictionaryType

class DictionaryType

FixedWidthType

FixedWidthType class

ExtensionType

ExtensionType class

ExtensionArray

ExtensionArray class

Dataset and Filesystem R6 classes and helper functions

R6 classes and helper functions useful for when working with multi-file datases in Arrow.

Dataset FileSystemDataset UnionDataset InMemoryDataset DatasetFactory FileSystemDatasetFactory

Multi-file datasets

dataset_factory()

Create a DatasetFactory

Partitioning DirectoryPartitioning HivePartitioning DirectoryPartitioningFactory HivePartitioningFactory

Define Partitioning for a Dataset

Expression

Arrow expressions

Scanner ScannerBuilder

Scan the contents of a dataset

FileFormat ParquetFileFormat IpcFileFormat

Dataset file formats

CsvFileFormat

CSV dataset file format

JsonFileFormat

JSON dataset file format

FileWriteOptions

Format-specific write options

FragmentScanOptions CsvFragmentScanOptions ParquetFragmentScanOptions JsonFragmentScanOptions

Format-specific scan options

hive_partition()

Construct Hive partitioning

map_batches()

Apply a function to a stream of RecordBatches

FileSystem LocalFileSystem S3FileSystem GcsFileSystem SubTreeFileSystem

FileSystem classes

FileInfo

FileSystem entry info

FileSelector

file selector