ChunkedArray-class function

ChunkedArray class

A ChunkedArray is a data structure managing a list of primitive Arrow Arrays logically as one large array. Chunked arrays may be grouped together in a Table . class

Factory

The ChunkedArray$create() factory method instantiates the object from various Arrays or R vectors. chunked_array() is an alias for it.

Methods

• $length(): Size in the number of elements this array contains
• $chunk(i): Extract an Array chunk by integer position
• `$nbytes() : Total number of bytes consumed by the elements of the array
• $as_vector(): convert to an R vector
• $Slice(offset, length = NULL): Construct a zero-copy slice of the array with the indicated offset and length. If length is NULL, the slice goes until the end of the array.
• $Take(i): return a ChunkedArray with values at positions given by integers i. If i is an Arrow Array or ChunkedArray, it will be coerced to an R vector before taking.
• $Filter(i, keep_na = TRUE): return a ChunkedArray with values at positions where logical vector or Arrow boolean-type (Chunked)Array i is TRUE.
• $SortIndices(descending = FALSE): return an Array of integer positions that can be used to rearrange the ChunkedArray in ascending or descending order
• $cast(target_type, safe = TRUE, options = cast_options(safe)): Alter the data in the array to change its type.
• $null_count: The number of null entries in the array
• $chunks: return a list of Arrays
• $num_chunks: integer number of chunks in the ChunkedArray
• $type: logical type of data
• $View(type): Construct a zero-copy view of this ChunkedArray with the given type.
• $Validate(): Perform any validation checks to determine obvious inconsistencies within the array's internal data. This can be an expensive check, potentially O(length)

Examples

# Pass items into chunked_array as separate objects to create chunks
class_scores <- chunked_array(c(87, 88, 89), c(94, 93, 92), c(71, 72, 73))
class_scores$num_chunks

# When taking a Slice from a chunked_array, chunks are preserved
class_scores$Slice(2, length = 5)

# You can combine Take and SortIndices to return a ChunkedArray with 1 chunk
# containing all values, ordered.
class_scores$Take(class_scores$SortIndices(descending = TRUE))

# If you pass a list into chunked_array, you get a list of length 1
list_scores <- chunked_array(list(c(9.9, 9.6, 9.5), c(8.2, 8.3, 8.4), c(10.0, 9.9, 9.8)))
list_scores$num_chunks

# When constructing a ChunkedArray, the first chunk is used to infer type.
doubles <- chunked_array(c(1, 2, 3), c(5L, 6L, 7L))
doubles$type

# Concatenating chunked arrays returns a new chunked array containing all chunks
a <- chunked_array(c(1, 2), 3)
b <- chunked_array(c(4, 5), 6)
c(a, b)

See Also

Array