dask
0.12.0
Getting Started
Install Dask
Use Cases
Examples
Dask Cheat Sheet
Collections
Array
Bag
DataFrame
Delayed
Scheduling
Distributed Scheduling
Scheduler Overview
Choosing between Schedulers
Shared Memory
Scheduling in Depth
Diagnostics
Inspecting Dask objects
Diagnostics
Graphs
Overview
Specification
Custom Graphs
Optimization
Help & reference
Contact and Support
Changelog
Development Guidelines
Frequently Asked Questions
Comparison to PySpark
Opportunistic Caching
Internal Data Ingestion
Citations
dask
Docs
»
Index
Index
A
|
B
|
C
|
D
|
E
|
F
|
G
|
H
|
I
|
J
|
K
|
L
|
M
|
N
|
O
|
P
|
Q
|
R
|
S
|
T
|
U
|
V
|
W
|
Z
A
accumulate() (dask.bag.Bag method)
add() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
agg() (dask.dataframe.groupby.DataFrameGroupBy method)
(dask.dataframe.groupby.SeriesGroupBy method)
aggregate() (dask.dataframe.groupby.DataFrameGroupBy method)
(dask.dataframe.groupby.SeriesGroupBy method)
align() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
all() (dask.array.Array method)
(dask.bag.Bag method)
(dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
(in module dask.array)
angle() (in module dask.array)
any() (dask.array.Array method)
(dask.bag.Bag method)
(dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
(in module dask.array)
append() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
apply() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
(dask.dataframe.groupby.DataFrameGroupBy method)
(dask.dataframe.groupby.SeriesGroupBy method)
applymap() (dask.dataframe.DataFrame method)
arange() (in module dask.array)
arccos() (in module dask.array)
arccosh() (in module dask.array)
arcsin() (in module dask.array)
arcsinh() (in module dask.array)
arctan() (in module dask.array)
arctan2() (in module dask.array)
arctanh() (in module dask.array)
argmax() (dask.array.Array method)
(in module dask.array)
argmin() (dask.array.Array method)
(in module dask.array)
around() (in module dask.array)
Array (class in dask.array)
array() (in module dask.array)
assign() (dask.dataframe.DataFrame method)
astype() (dask.array.Array method)
(dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
atop() (in module dask.array.core)
B
Bag (class in dask.bag)
beta() (in module dask.array.random)
between() (dask.dataframe.Series method)
bincount() (in module dask.array)
binomial() (in module dask.array.random)
broadcast_to() (in module dask.array)
C
cache() (dask.array.Array method)
(dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
categorize() (dask.dataframe.DataFrame method)
ceil() (in module dask.array)
chisquare() (in module dask.array.random)
cholesky() (in module dask.array.linalg)
choose() (in module dask.array)
clip() (dask.array.Array method)
(dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
(in module dask.array)
clip_lower() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
clip_upper() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
coarsen() (in module dask.array)
,
[1]
combine_first() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
compress() (in module dask.array)
compute() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
(in module dask.dataframe)
(in module dask.delayed)
concat() (dask.bag.Bag method)
(in module dask.bag)
(in module dask.dataframe.multi)
concatenate() (in module dask.array)
,
[1]
conj() (in module dask.array)
copy() (dask.array.Array method)
copysign() (in module dask.array)
corr() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
corrcoef() (in module dask.array)
cos() (in module dask.array)
cosh() (in module dask.array)
count() (dask.bag.Bag method)
(dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
(dask.dataframe.groupby.DataFrameGroupBy method)
(dask.dataframe.groupby.SeriesGroupBy method)
cov() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
(in module dask.array)
cull() (in module dask.optimize)
cummax() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
cummin() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
cumprod() (dask.array.Array method)
(dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
(in module dask.array)
cumsum() (dask.array.Array method)
(dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
(in module dask.array)
D
DataFrame (class in dask.dataframe)
DataFrameGroupBy (class in dask.dataframe.groupby)
dealias() (in module dask.optimize)
deg2rad() (in module dask.array)
degrees() (in module dask.array)
delayed() (in module dask.delayed)
dependency_dict() (in module dask.optimize)
describe() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
diag() (in module dask.array)
digitize() (in module dask.array)
distinct() (dask.bag.Bag method)
div() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
dot() (dask.array.Array method)
(in module dask.array)
drop() (dask.dataframe.DataFrame method)
drop_duplicates() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
dropna() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
dstack() (in module dask.array)
dtype (dask.dataframe.Series attribute)
dtypes (dask.dataframe.DataFrame attribute)
E
empty() (in module dask.array)
eq() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
equivalent() (in module dask.optimize)
eval() (dask.dataframe.DataFrame method)
exp() (in module dask.array)
expm1() (in module dask.array)
exponential() (in module dask.array.random)
eye() (in module dask.array)
F
f() (in module dask.array.random)
fabs() (in module dask.array)
fft() (in module dask.array.fft)
fillna() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
filter() (dask.bag.Bag method)
fix() (in module dask.array)
flatten() (dask.array.Array method)
floor() (in module dask.array)
floordiv() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
fmax() (in module dask.array)
fmin() (in module dask.array)
fmod() (in module dask.array)
fold() (dask.bag.Bag method)
foldby() (dask.bag.Bag method)
frequencies() (dask.bag.Bag method)
frexp() (in module dask.array)
from_array() (in module dask.array)
,
[1]
(in module dask.dataframe)
from_bcolz() (in module dask.dataframe)
from_dask_array() (in module dask.dataframe)
from_delayed() (in module dask.array)
,
[1]
(in module dask.bag)
(in module dask.dataframe)
from_npy_stack() (in module dask.array)
from_pandas() (in module dask.dataframe)
from_sequence() (in module dask.bag)
from_url() (in module dask.bag)
fromfunction() (in module dask.array)
full() (in module dask.array)
functions_of() (in module dask.optimize)
fuse() (in module dask.optimize)
G
gamma() (in module dask.array.random)
ge() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
geometric() (in module dask.array.random)
get_dtype_counts() (dask.dataframe.DataFrame method)
get_ftype_counts() (dask.dataframe.DataFrame method)
get_group() (dask.dataframe.groupby.DataFrameGroupBy method)
(dask.dataframe.groupby.SeriesGroupBy method)
get_partition() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
ghost() (in module dask.array.ghost)
groupby() (dask.bag.Bag method)
(dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
gt() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
gumbel() (in module dask.array.random)
H
head() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
hfft() (in module dask.array.fft)
histogram() (in module dask.array)
hstack() (in module dask.array)
hypergeometric() (in module dask.array.random)
hypot() (in module dask.array)
I
idxmax() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
idxmin() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
ifft() (in module dask.array.fft)
ihfft() (in module dask.array.fft)
imag() (in module dask.array)
index (dask.dataframe.DataFrame attribute)
(dask.dataframe.Series attribute)
info() (dask.dataframe.DataFrame method)
inline() (in module dask.optimize)
inline_functions() (in module dask.optimize)
insert() (in module dask.array)
inv() (in module dask.array.linalg)
irfft() (in module dask.array.fft)
isclose() (in module dask.array)
iscomplex() (in module dask.array)
isfinite() (in module dask.array)
isin() (dask.dataframe.Series method)
isinf() (in module dask.array)
isnan() (in module dask.array)
isnull() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
(in module dask.array)
isreal() (in module dask.array)
iteritems() (dask.dataframe.Series method)
iterrows() (dask.dataframe.DataFrame method)
itertuples() (dask.dataframe.DataFrame method)
J
join() (dask.bag.Bag method)
(dask.dataframe.DataFrame method)
K
known_divisions (dask.dataframe.DataFrame attribute)
(dask.dataframe.Series attribute)
L
laplace() (in module dask.array.random)
ldexp() (in module dask.array)
le() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
linspace() (in module dask.array)
loc (dask.dataframe.DataFrame attribute)
(dask.dataframe.Series attribute)
log() (in module dask.array)
log10() (in module dask.array)
log1p() (in module dask.array)
log2() (in module dask.array)
logaddexp() (in module dask.array)
logaddexp2() (in module dask.array)
logical_and() (in module dask.array)
logical_not() (in module dask.array)
logical_or() (in module dask.array)
logical_xor() (in module dask.array)
logistic() (in module dask.array.random)
lognormal() (in module dask.array.random)
logseries() (in module dask.array.random)
lstsq() (in module dask.array.linalg)
lt() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
lu() (in module dask.array.linalg)
M
map() (dask.bag.Bag method)
(dask.dataframe.Series method)
map_blocks() (dask.array.Array method)
(in module dask.array.core)
map_overlap() (dask.array.Array method)
(in module dask.array.ghost)
map_partitions() (dask.bag.Bag method)
(dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
(in module dask.dataframe)
mask() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
max() (dask.array.Array method)
(dask.bag.Bag method)
(dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
(dask.dataframe.groupby.DataFrameGroupBy method)
(dask.dataframe.groupby.SeriesGroupBy method)
(in module dask.array)
maximum() (in module dask.array)
mean() (dask.array.Array method)
(dask.bag.Bag method)
(dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
(dask.dataframe.groupby.DataFrameGroupBy method)
(dask.dataframe.groupby.SeriesGroupBy method)
(in module dask.array)
merge() (dask.dataframe.DataFrame method)
(in module dask.dataframe.multi)
merge_sync() (in module dask.optimize)
min() (dask.array.Array method)
(dask.bag.Bag method)
(dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
(dask.dataframe.groupby.DataFrameGroupBy method)
(dask.dataframe.groupby.SeriesGroupBy method)
(in module dask.array)
minimum() (in module dask.array)
mod() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
modf() (in module dask.array)
moment() (dask.array.Array method)
(in module dask.array)
mul() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
N
nanargmax() (in module dask.array)
nanargmin() (in module dask.array)
nancumprod() (in module dask.array)
nancumsum() (in module dask.array)
nanmax() (in module dask.array)
nanmean() (in module dask.array)
nanmin() (in module dask.array)
nanprod() (in module dask.array)
nanstd() (in module dask.array)
nansum() (in module dask.array)
nanvar() (in module dask.array)
nbytes (dask.array.Array attribute)
ndim (dask.dataframe.DataFrame attribute)
(dask.dataframe.Series attribute)
ne() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
negative_binomial() (in module dask.array.random)
nextafter() (in module dask.array)
nlargest() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
noncentral_chisquare() (in module dask.array.random)
noncentral_f() (in module dask.array.random)
normal() (in module dask.array.random)
notnull() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
(in module dask.array)
npartitions (dask.dataframe.DataFrame attribute)
(dask.dataframe.Series attribute)
nunique() (dask.dataframe.Series method)
O
ones() (in module dask.array)
open_files() (in module dask.bytes)
open_text_files() (in module dask.bytes)
P
pareto() (in module dask.array.random)
percentile() (in module dask.array)
pipe() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
pivot_table() (dask.dataframe.DataFrame method)
pluck() (dask.bag.Bag method)
poisson() (in module dask.array.random)
pow() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
power() (in module dask.array.random)
prod() (dask.array.Array method)
(in module dask.array)
product() (dask.bag.Bag method)
Q
qr() (in module dask.array.linalg)
quantile() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
R
rad2deg() (in module dask.array)
radd() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
radians() (in module dask.array)
random() (in module dask.array.random)
random_sample() (dask.bag.Bag method)
(in module dask.array.random)
random_split() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
range() (in module dask.bag)
ravel() (dask.array.Array method)
(in module dask.array)
rayleigh() (in module dask.array.random)
rdiv() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
read_bytes() (in module dask.bytes)
read_csv() (in module dask.dataframe)
read_hdf() (in module dask.dataframe)
read_table() (in module dask.dataframe)
read_text() (in module dask.bag)
real() (in module dask.array)
rechunk() (dask.array.Array method)
(in module dask.array)
reduction() (dask.bag.Bag method)
(dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
remove() (dask.bag.Bag method)
rename() (dask.dataframe.DataFrame method)
repartition() (dask.bag.Bag method)
(dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
repeat() (dask.array.Array method)
resample() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
reset_index() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
reshape() (dask.array.Array method)
(in module dask.array)
RewriteRule() (in module dask.rewrite)
rfft() (in module dask.array.fft)
rfloordiv() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
rint() (in module dask.array)
rmod() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
rmul() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
rolling() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
rolling_apply() (in module dask.dataframe.rolling)
rolling_chunk() (in module dask.dataframe.rolling)
rolling_count() (in module dask.dataframe.rolling)
rolling_kurt() (in module dask.dataframe.rolling)
rolling_max() (in module dask.dataframe.rolling)
rolling_mean() (in module dask.dataframe.rolling)
rolling_median() (in module dask.dataframe.rolling)
rolling_min() (in module dask.dataframe.rolling)
rolling_quantile() (in module dask.dataframe.rolling)
rolling_skew() (in module dask.dataframe.rolling)
rolling_std() (in module dask.dataframe.rolling)
rolling_sum() (in module dask.dataframe.rolling)
rolling_var() (in module dask.dataframe.rolling)
rolling_window() (in module dask.dataframe.rolling)
round() (dask.array.Array method)
(dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
rpow() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
rsub() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
rtruediv() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
RuleSet() (in module dask.rewrite)
S
sample() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
select_dtypes() (dask.dataframe.DataFrame method)
Series (class in dask.dataframe)
SeriesGroupBy (class in dask.dataframe.groupby)
set_index() (dask.dataframe.DataFrame method)
set_partition() (dask.dataframe.DataFrame method)
sign() (in module dask.array)
signbit() (in module dask.array)
sin() (in module dask.array)
sinh() (in module dask.array)
size (dask.array.Array attribute)
size() (dask.dataframe.groupby.DataFrameGroupBy method)
(dask.dataframe.groupby.SeriesGroupBy method)
solve() (in module dask.array.linalg)
solve_triangular() (in module dask.array.linalg)
sqrt() (in module dask.array)
square() (in module dask.array)
squeeze() (dask.array.Array method)
(in module dask.array)
stack() (in module dask.array)
,
[1]
standard_cauchy() (in module dask.array.random)
standard_exponential() (in module dask.array.random)
standard_gamma() (in module dask.array.random)
standard_normal() (in module dask.array.random)
standard_t() (in module dask.array.random)
std() (dask.array.Array method)
(dask.bag.Bag method)
(dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
(dask.dataframe.groupby.DataFrameGroupBy method)
(dask.dataframe.groupby.SeriesGroupBy method)
(in module dask.array)
store() (dask.array.Array method)
(in module dask.array)
,
[1]
str (dask.bag.Bag attribute)
sub() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
sum() (dask.array.Array method)
(dask.bag.Bag method)
(dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
(dask.dataframe.groupby.DataFrameGroupBy method)
(dask.dataframe.groupby.SeriesGroupBy method)
(in module dask.array)
svd() (in module dask.array.linalg)
svd_compressed() (in module dask.array.linalg)
swapaxes() (dask.array.Array method)
sync_keys() (in module dask.optimize)
T
tail() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
take() (dask.bag.Bag method)
(in module dask.array)
tan() (in module dask.array)
tanh() (in module dask.array)
tensordot() (in module dask.array)
to_bag() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
to_castra() (dask.dataframe.DataFrame method)
to_csv() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
to_dask_dataframe() (dask.array.Array method)
to_dataframe() (dask.bag.Bag method)
(dask.bag.core.Bag method)
to_delayed() (dask.array.Array method)
(dask.bag.Bag method)
(dask.bag.core.Bag method)
(dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
to_frame() (dask.dataframe.Series method)
to_hdf() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
to_hdf5() (dask.array.Array method)
(in module dask.array)
to_npy_stack() (in module dask.array)
to_textfiles() (dask.bag.Bag method)
(in module dask.bag.core)
to_timestamp() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
top() (in module dask.array.core)
topk() (dask.array.Array method)
(dask.bag.Bag method)
(in module dask.array)
,
[1]
transpose() (dask.array.Array method)
(in module dask.array)
triangular() (in module dask.array.random)
tril() (in module dask.array)
triu() (in module dask.array)
truediv() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
trunc() (in module dask.array)
tsqr() (in module dask.array.linalg)
U
uniform() (in module dask.array.random)
unique() (dask.dataframe.Series method)
(in module dask.array)
unzip() (dask.bag.Bag method)
V
value_counts() (dask.dataframe.Series method)
var() (dask.array.Array method)
(dask.bag.Bag method)
(dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
(dask.dataframe.groupby.DataFrameGroupBy method)
(dask.dataframe.groupby.SeriesGroupBy method)
(in module dask.array)
view() (dask.array.Array method)
visualize() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
vnorm() (dask.array.Array method)
(in module dask.array)
vonmises() (in module dask.array.random)
vstack() (in module dask.array)
W
wald() (in module dask.array.random)
weibull() (in module dask.array.random)
where() (dask.dataframe.DataFrame method)
(dask.dataframe.Series method)
(in module dask.array)
Z
zeros() (in module dask.array)
zip() (in module dask.bag)
zipf() (in module dask.array.random)