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ffbase (version 0.13.3)

Basic Statistical Functions for Package 'ff'

Description

Extends the out of memory vectors of 'ff' with statistical functions and other utilities to ease their usage.

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Install

install.packages('ffbase')

Monthly Downloads

298

Version

0.13.3

License

GPL-3

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Last Published

February 27th, 2021

Functions in ffbase (0.13.3)

binned_tabulate

Fast tabulating in different bins
as.ram.ffdf

As ram for an ffdf to get your ffdf as a data frame in RAM
bigglm.ffdf

Bounded memory linear regression
ffappend

Append a ff vector to another ff vector
condMean

Fast conditional mean
format.ff_vector

Date Conversion Functions for ff vector
condSum

Fast conditional sum
ffbase-package

Basic statistical functions for ff
binned_sum

Fast summing in different bins
as.Date.ff_vector

Date Conversion Functions for ff vector
[.ff

Reading and writing vectors extended to handle logical ff vectors as indexes
compact

Compact a ff vector or ffdf data frame
abs.ff_vector

Math for ff vectors
hist2d.ff

compute and plot 2 dimensional histogram of ff data
ffifelse

Conditional Element Selection for ff vectors.
unpack.ffdf

Unpacks previously stored ffdf data.frame into a directory
ffmatch

Value Matching for ff objects
as.ffdf.ffdf

Trivial implementation, but very handy
all.ff

Summary methods for ff objects
cumsum.ff

Cumulative Sums, Products, and Extremes
diff.ff

Lagged Differences
set_ffbase_logging

sets the logging of ffbase
with.ffdf

Evaluate an expression in a ffdf data environment
>.ff_vector

Ops for ff vectors
ffseq_len

Sequence Generation of ff vectors.
laf_to_ffdf

Use LaF to import data into ffdf data.frame
ffwhich

Create an index from a filter statement
load.ffdf

Loads ffdf data.frames from a directory
transform.ffdf

Transform a ffdf data.frame
unique.ff

Unique values for ff and ffdf objects
ffrep.int

Replicate Elements of ff vectors.
table

Cross Tabulation and Table Creation
[.ffdf

Reading and writing data.frames (ffdf)
as.character.ff

Character Vectors
ffseq

Sequence Generation of ff vectors.
droplevels.ff

The function droplevels is used to drop unused levels from a ff factor or , more commonly, from factors in a ffdf
c.ff

Concatenate ff vectors
min.ff

Minimum, maximum and range of ff vector
ffdfsave

Save a ffdf data.frame in directory
is.na.ff

'Not Available' / Missing Values for ff vectors
+.ff_vector

Arithmetic Operators for ff vectors
within.ffdf

Evaluate an expression in a ffdf data environment
expand.ffgrid

Create a ffdf from All Combinations of Factors
cut.ff

Convert Numeric ff vector to factor ff
any.ff

Summary methods for ff objects
move.ffdf

Moves all the columns of ffdf data.frames into a directory
tabulate.ff

Tabulation for ff vectors
chunkexpr

Chunk an expression
rle_ff

Compute the lengths and values of runs of equal values in a vector
addfforder

sum.ff

Sum of ff vector Elements
ffrandom

Generate ff vector with draws from distribution
ikey

Creates a unique integer key for unique combinations of rows of an ffdf
subset.ff

Subsetting a ff vector or ffdfdata frame
grouprunningcumsum

Groups the input integer vector into several groups if the running cumulative sum increases a certain maximum number
pack.ffdf

Packs ffdf data.frames into a compressed file
droplevels.ffdf

ffdfrbind.fill

rbind for ffdf where missing columns are added if not available in one of the ffdf objects
quantile.ff

quantiles
duplicated.ff

Duplicated for ff and ffdf objects
ffdfappend

Append a dataframe or an ffdf to another ffdf
save.ffdf

Save ffdf data.frames in a directory
ffdfwith

Evaluate an expression in a ffdf data environment
mean.ff

Mean of ff vector
hist.ff

hist for ff vectors
merge.ffdf

Merge two ffdf by common columns, or do other versions of database join operations.
ffdfdply

Performs a split-apply-combine on an ffdf
binned_sumsq

Fast squared summing in different bins
byMean

Fast conditional mean
chunkify

Chunkify an element-wise function
bySum

Fast conditional sum