Progress Checklist

Data Types

Functions	Supported ✅ ?
ArrayType	⬜️
BinaryType	⬜️
BooleanType	⬜️
ByteType	⬜️
DataType	⬜️
DateType	✅
DecimalType	⬜️
DoubleType	✅
FloatType	✅
IntegerType	✅
LongType	✅
MapType	⬜️
NullType	⬜️
ShortType	✅
StringType	✅️
StructField	⬜️
StructType	⬜️
TimestampType	✅️

DataFrame APIs

Functions	Accelerated ✅ ?
DataFrame.approxQuantile	⬜️
DataFrame.corr	✅️
DataFrame.count	✅
DataFrame.cov	⬜️️
DataFrame.crossJoin	⬜️
DataFrame.crosstab	⬜️
DataFrame.cube	⬜️
DataFrame.distinct	✅️
DataFrame.groupBy	✅
DataFrame.join	✅
DataFrame.orderBy	✅
DataFrame.select	✅
DataFrame.sort	✅

Functions

Functions	Accelerated ✅ ?
abs	✅
acos	✅️
acosh	✅️
add_months	⬜️
approxCountDistinct	✅
asin	✅️
asinh	✅️
atan	✅️
atanh	✅️
atan2	⬜️
avg	✅
ceil	⬜️
conv	⬜️
corr	✅
cos	⬜️
cosh	✅️
count	✅
countDistinct	✅
cume_dist	⬜️
current_date	⬜️
current_timestamp	⬜️
date_add	⬜️
date_format	⬜️
date_sub	⬜️
date_trunc	⬜️
datediff	⬜️
dayofmonth	⬜️
dayofweek	⬜️
dayofyear	⬜️
days	⬜️
exp	✅️
explode	⬜️
explode_outer	⬜️
expm1	⬜️
expr	✅
factorial	⬜️
isnan	✅
isnull	✅️
levenshtein	⬜️
log	✅️
log10	✅️
log1p	✅️
log2	✅️
max	✅
mean	✅️
min	✅
minute	⬜️
month	⬜️
months	⬜️
months_between	⬜️
next_day	⬜️
nth_value	⬜️
percent_rank	⬜️
percentile_approx	⬜️
pow	✅️
quarter	⬜️
radians	⬜️
rank	⬜️
second	⬜️
shiftLeft	⬜️
shiftRight	⬜️
shiftRightUnsigned	⬜️
signum	⬜️
sin	✅️
sinh	✅️
size	⬜️
skewness	⬜️
slice	⬜️
sort_array	⬜️
soundex	⬜️
split	⬜️
sqrt	✅️
stddev	✅️
stddev_pop(col)	⬜️
stddev_samp(col)	⬜️
struct	⬜️
substring	✅
substring_index	⬜️
sum)	✅
sumDistinct	⬜️
tan	✅
tanh	✅
timestamp_seconds	⬜️
toDegrees	⬜️
toRadians	⬜️
upper	⬜️
var_pop	⬜️
var_samp	⬜️
variance	⬜️
weekofyear	⬜️
when	✅
window	⬜️
year	⬜️
years	⬜️

Grouping

Functions	Supported ✅?
GroupedData.avg	✅
GroupedData.count	✅
GroupedData.max	✅️
GroupedData.mean	✅️
GroupedData.min	✅️
GroupedData.pivot	⬜️
GroupedData.sum	✅