forked from zero-one-group/geni
/
core.clj
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/
core.clj
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(ns zero-one.geni.core
(:refer-clojure :exclude [*
+
-
/
<
<=
=
>
>=
alias
assoc
boolean
byte
case
cast
concat
cond
condp
count
dec
dissoc
distinct
double
drop
empty?
even?
filter
first
flatten
float
group-by
hash
if
inc
int
keys
last
long
map
max
merge
merge-with
min
mod
neg?
not
odd?
partition-by
pos?
rand
rand-int
rand-nth
remove
rename-keys
reverse
second
select-keys
sequence
short
shuffle
sort
str
struct
take
update
vals
when
zero?
zipmap])
(:require
[potemkin :refer [import-vars]]
[zero-one.geni.core.clojure-idioms]
[zero-one.geni.core.column]
[zero-one.geni.core.data-sources]
[zero-one.geni.core.dataset-creation]
[zero-one.geni.core.dataset]
[zero-one.geni.core.foreign-idioms]
[zero-one.geni.core.polymorphic]
[zero-one.geni.core.functions]
[zero-one.geni.core.storage]
[zero-one.geni.core.window]
[zero-one.geni.interop]
[zero-one.geni.spark]))
(import-vars
[zero-one.geni.interop
dense
row
sparse])
(import-vars
[zero-one.geni.spark
create-spark-session
spark-conf])
(import-vars
[zero-one.geni.core.column
%
&
&&
*
+
-
->col-array
->column
/
<
<=
<=>
=!=
===
>
>=
asc
asc-nulls-first
asc-nulls-last
between
bitwise-and
bitwise-or
bitwise-xor
cast
col
contains
desc
desc-nulls-first
desc-nulls-last
ends-with
get-field
get-item
hash-code
is-in-collection
is-nan
is-not-null
is-null
isin
like
lit
mod
nan?
not-null?
null-count
null-rate
null?
rlike
starts-with
|
||])
(import-vars
[zero-one.geni.core.functions
!
**
->date-col
->timestamp-col
->utc-timestamp
;bucket
;days
;hours
;months
;years
abs
acos
add-months
aggregate
approx-count-distinct
array
array-contains
array-distinct
array-except
array-intersect
array-join
array-max
array-min
array-position
array-remove
array-repeat
array-sort
array-union
arrays-overlap
arrays-zip
ascii
asin
atan
atan2
base64
bin
bitwise-not
broadcast
bround
cbrt
ceil
collect-list
collect-set
concat
concat-ws
conv
cos
cosh
count-distinct
covar
covar-pop
covar-samp
crc32
cube-root
cume-dist
current-date
current-timestamp
date-add
date-diff
date-format
date-sub
date-trunc
datediff
day-of-month
day-of-week
day-of-year
decode
degrees
dense-rank
element-at
encode
exists
exp
explode
expm1
expr
factorial
flatten
floor
forall
format-number
format-string
from-csv
from-json
from-unixtime
greatest
grouping
grouping-id
hash
hex
hour
hypot
initcap
input-file-name
instr
kurtosis
lag
last-day
lead
least
length
levenshtein
locate
log
log10
log1p
log2
lower
lpad
ltrim
map
map-concat
map-entries
map-filter
map-from-arrays
map-from-entries
map-keys
map-values
map-zip-with
md5
minute
monotonically-increasing-id
month
months-between
nanvl
negate
next-day
not
ntile
overlay
percent-rank
pi
pmod
posexplode
posexplode-outer
pow
quarter
radians
rand
randn
rank
regexp-extract
regexp-replace
reverse
rint
round
row-number
rpad
rtrim
schema-of-csv
schema-of-json
second
sequence
sha1
sha2
shift-left
shift-right
shift-right-unsigned
signum
sin
sinh
size
skewness
slice
sort-array
soundex
spark-partition-id
split
sqr
sqrt
std
stddev
stddev-pop
stddev-samp
struct
substring
substring-index
sum-distinct
tan
tanh
time-window
to-csv
to-date
to-timestamp
to-utc-timestamp
transform
transform-keys
transform-values
translate
trim
unbase64
unhex
unix-timestamp
upper
var-pop
var-samp
variance
week-of-year
when
xxhash64
year
zip-with])
(import-vars
[zero-one.geni.core.dataset-creation
create-dataframe
map->dataset
records->dataset
struct-field
struct-type
table->dataset])
(import-vars
[zero-one.geni.core.dataset
add
agg
agg-all
approx-quantile
bit-size
bloom-filter
cache
checkpoint
col-regex
collect
collect-col
collect-vals
column-names
columns
compatible?
confidence
count-min-sketch
cov
cross-join
crosstab
cube
depth
describe
distinct
drop
drop-duplicates
drop-na
dtypes
empty?
estimate-count
except
except-all
expected-fpp
fill-na
first-vals
freq-items
group-by
head
head-vals
hint
input-files
intersect
intersect-all
is-compatible
is-empty
is-local
is-streaming
join
join-with
last-vals
limit
local?
merge-in-place
might-contain
order-by
partitions
persist
pivot
print-schema
put
random-split
rdd
relative-error
rename-columns
repartition
repartition-by-range
replace-na
rollup
sample
sample-by
select
select-expr
show
show-vertical
sort
sort-within-partitions
spark-session
sql-context
storage-level
streaming?
summary
tail
tail-vals
take
take-vals
to-byte-array
total-count
union
union-by-name
unpersist
width
with-column
with-column-renamed])
(import-vars
[zero-one.geni.core.window
over
unbounded-following
unbounded-preceeding
window
windowed])
(import-vars
[zero-one.geni.core.data-sources
read-avro!
read-csv!
read-jdbc!
read-json!
read-libsvm!
read-parquet!
read-text!
write-avro!
write-csv!
write-json!
write-libsvm!
write-parquet!
write-text!
write-jdbc!])
(import-vars
[zero-one.geni.core.polymorphic
alias
as
assoc
coalesce
corr
count
dissoc
explain
filter
first
interquartile-range
iqr
last
max
mean
median
min
quantile
shuffle
sum
to-df
to-json
update
where])
(import-vars
[zero-one.geni.core.storage
disk-only
disk-only-2
memory-and-disk
memory-and-disk-2
memory-and-disk-ser
memory-and-disk-ser-2
memory-only
memory-only-2
memory-only-ser
memory-only-ser-2
none
off-heap])
(import-vars
[zero-one.geni.core.clojure-idioms
=
boolean
byte
case
cond
condp
dec
double
even?
float
if
inc
int
keys
long
merge
merge-with
neg?
odd?
pos?
rand-nth
remove
rename-keys
select-keys
short
str
vals
zero?
zipmap])
(import-vars
[zero-one.geni.core.foreign-idioms
->dataset
clip
cut
name-value-seq->dataset
nlargest
nsmallest
nunique
qcut
random-choice
random-exp
random-int
random-norm
random-uniform
rchoice
rexp
rnorm
runif
runiform
select-columns
shape
value-counts])
(def to-string (memfn toString))
(def ->string to-string)
(def to-debug-string (memfn toDebugString))
(def ->debug-string to-debug-string)