ETL Overview

Welcome to Flojoy’s ETL Blocks page. Here you can find all the information on how to handle ETL tasks using Flojoy.

EXTRACT

DATAFRAME

EXTRACT_COLUMNS Take an input dataframe/matrix and returns a dataframe/matrix with only the specified columns.

FILE

OPEN_IMAGE Load an image file from disk and return a DataContainer of type 'image'.

OPEN_PARQUET Load a local parquet file, then return the data as a dataframe.

READ_CSV Read a .csv file from disk or a URL, and then return it as a dataframe.

READ_S3 Take an S3 key name, S3 bucket name, and file name as input, then extract the file from the specified bucket.

LOAD

CLOUD_DATABASE

FLOJOY_CLOUD_DOWNLOAD Download a DataContainer from Flojoy Cloud (beta).

FLOJOY_CLOUD_UPLOAD Upload a DataContainer to Flojoy Cloud (beta).

LOCAL_FILE_SYSTEM

BATCH_PROCESSOR Blob match a pattern in the given input directory, iterate (in a LOOP) over all of the files found, then return each file path as a TextBlob.

LOCAL_FILE The LOCAL_FILE node loads a local file of a different type and converts it to a DataContainer class.

OPEN_MATLAB The OPEN_MATLAB node loads a local file of the .mat file format.

REMOTE_FILE_SYSTEM

REMOTE_FILE Load a remote file from an HTTP URL endpoint, infer the type, and convert it to a DataContainer class.

TRANSFORM

MATRIX_MANIPULATION

DOT_PRODUCT Take two input matrices, multiply them (by dot product), and return the result.

INVERT Invert a Matrix or OrderedPair.

MATMUL Take two input matrices, multiply them, and return the result.

SHUFFLE_MATRIX Return a matrix that is randomly shuffled by the first axis

SORT_MATRIX Take an input matrix and sort it along the chosen axis.

TRANSPOSE_MATRIX Take an input 2D matrix and transpose it.

ORDERED_PAIR_MANIPULATION

ORDERED_PAIR_XY_INVERT Return an OrderedPair with the axes inverted.

TEXT_MANIPULATION

TEXT_CONCAT Concatenate 2 strings given by 2 TextBlob DataContainers.

TYPE_CASTING

BOOLEAN_2_SCALAR Takes boolean type data and converts it into scalar data type.

DF_2_NP Convert a DataFrame DataContainer to a Matrix DataContainer.

DF_2_ORDERED_TRIPLE Convert a DataFrame DataContainer to an OrderedTriple DataContainer.

MATRIX_2_VECTOR Convert a Matrix DataContainer to a Vector DataContainer.

MAT_2_DF Convert a Matrix DataContainer to a DataFrame DataContainer.

NP_2_DF Infer the type of an array-like DataContainer, then convert it to a DataFrame DataContainer'.

ORDERED_PAIR_2_VECTOR Returns the split components (x, y) of an ordered pair as Vectors.

ORDERED_TRIPLE_2_SURFACE Convert an OrderedTriple DataContainer to a Surface DataContainer.

VECTOR_2_MATRIX Convert a Vector DataContainer to a Matrix DataContainer.

VECTOR_2_ORDERED_PAIR Convert a Vector DataContainer to an OrderedPair DataContainer.

VECTOR_2_SCALAR Takes a vector and transform it into scalar data type.

VECTOR_MANIPULATION

DECIMATE_VECTOR The DECIMATE_VECTOR node returns the input vector by reducing the

INTERLEAVE_VECTOR The INTERLEAVE_VECTOR node combine multiple vectors into a single vector type by interleaving their elements.

REMOVE_DUPLICATES_VECTOR The REMOVE_DUPLICATES_VECTOR node returns a vector with only unique elements.

REPLACE_SUBSET The REPLACE_SUBSET node returns a new Vector with subset of elements replaced.

REVERSE_VECTOR The REVERSE_VECTOR node returns a vector equal to the input vector but reversed.

SHIFT_VECTOR The SHIFT_VECTOR node shifts the elements in the vector by the amount specified

SHUFFLE_VECTOR The SHUFFLE_VECTOR node returns a vector that is randomly shuffled.

SORT_VECTOR The SORT_VECTOR node returns the input Vector that is sorted

SPLIT_VECTOR The SPLIT_VECTOR node returns a vector that is splited by a given index

VECTOR_DELETE The VECTOR_DELETE node returns a new Vector with elements deleted from requested indices

VECTOR_INDEXING The VECTOR_INDEXING node returns the value of the vector at the requested index.

VECTOR_INSERT The VECTOR_INSERT node inserts a value to the Vector at the

VECTOR_LENGTH The VECTOR_LENGTH node returns the length of the input vector.

VECTOR_MAX The VECTOR_MAX node returns the maximum value from the Vector.

VECTOR_MIN The VECTOR_MIN node returns the minimum value from the Vector

VECTOR_SUBSET The VECTOR_SUBSET node returns the subset of values from requested indices