Dask
Distributed
Dask ML
Examples
Ecosystem
Community
Getting Started
Install Dask
10 Minutes to Dask
Talks & Tutorials
Best Practices
FAQ
Fundamentals
Array
Best Practices
Chunks
Create Dask Arrays
Overlapping Computations
Internal Design
Sparse Arrays
Stats
Slicing
Assignment
Stack, Concatenate, and Block
Generalized Ufuncs
Random Number Generation
API
Compatibility with numpy functions
Bag
Create Dask Bags
API
DataFrame
Create and Store Dask DataFrames
Best Practices
Internal Design
Shuffling for GroupBy and Join
Joins
Indexing into Dask DataFrames
Categoricals
Extending DataFrames
Dask Dataframe and Parquet
Dask Dataframe and SQL
API
Delayed
Working with Collections
Best Practices
Futures
Deploy Dask Clusters
Python API
Command Line
SSH
Docker Images
High Performance Computers
Kubernetes
Cloud
Python API (advanced)
Deployment Considerations
Internals
Understanding Performance
Scheduling
Task Graphs
Specification
Custom Graphs
Optimization
Advanced graph manipulation
Custom Collections
High Level Graphs
Debugging and Performance
Debug
Visualize task graphs
Dashboard
Diagnostics (local)
Diagnostics (distributed)
Phases of computation
Dask Internals
User Interfaces
Understanding Performance
Stages of Computation
Ordering
Opportunistic Caching
Shared Memory
Scheduling in Depth
Reference
API Reference
Array
DataFrame
Bag
Delayed
Futures
Command Line Interface
Development Guidelines
Changelog
Configuration
How To…
Setup adaptive deployments
Connect to remote data
Customize initialization
Debug
Extend
sizeof
Manage environments
Selecting the collection backend
Setup Prometheus monitoring
Use GPUs
Maintainer Guidelines
Index
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A
|
B
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C
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D
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E
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F
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G
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H
|
I
|
J
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K
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L
|
M
|
N
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O
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P
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Q
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R
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S
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T
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U
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V
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W
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Z
_
__call__() (dask.typing.PostPersistCallable method)
(dask.typing.SchedulerGetCallable method)
__dask_graph__() (dask.typing.DaskCollection method)
__dask_keys__() (dask.typing.DaskCollection method)
__dask_layers__() (dask.typing.HLGDaskCollection method)
__dask_optimize__ (dask.typing.DaskCollection attribute)
__dask_postcompute__() (dask.typing.DaskCollection method)
__dask_postpersist__() (dask.typing.DaskCollection method)
__dask_scheduler__ (dask.typing.DaskCollection attribute)
__dask_tokenize__() (dask.typing.DaskCollection method)
__init__() (dask.array.Array method)
(dask.array.gufunc.gufunc method)
(dask.bag.Bag method)
(dask.bag.Item method)
(dask.dataframe.DataFrame method)
(dask.dataframe.groupby.Aggregation method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
(dask.dataframe.tseries.resample.Resampler method)
A
abs (in module dask.array)
abs() (dask.dataframe.DataFrame method)
absolute (in module dask.array)
accumulate() (dask.bag.Bag method)
add (in module dask.array)
add() (dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
agg() (dask.dataframe.tseries.resample.Resampler method)
aggregate() (dask.dataframe.groupby.DataFrameGroupBy method)
(dask.dataframe.groupby.SeriesGroupBy method)
Aggregation (class in dask.dataframe.groupby)
align() (dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
all() (dask.array.Array method)
(dask.bag.Bag method)
(dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
(in module dask.array)
allclose() (in module dask.array)
angle() (in module dask.array)
annotate() (in module dask)
any() (dask.array.Array method)
(dask.bag.Bag method)
(dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
(in module dask.array)
append() (in module dask.array)
apply() (dask.bag.Item method)
(dask.dataframe.DataFrame method)
(dask.dataframe.groupby.DataFrameGroupBy method)
(dask.dataframe.groupby.SeriesGroupBy method)
(dask.dataframe.Index method)
(dask.dataframe.rolling.Rolling method)
(dask.dataframe.Series method)
(in module dask.utils)
apply_along_axis() (in module dask.array)
apply_gufunc() (in module dask.array.gufunc)
apply_over_axes() (in module dask.array)
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)
args (dask.dataframe.io.demo.ColumnSpec attribute)
argtopk() (dask.array.Array method)
(in module dask.array)
argwhere() (in module dask.array)
around() (in module dask.array)
Array (class in dask.array)
array() (in module dask.array)
as_gufunc() (in module dask.array.gufunc)
asanyarray() (in module dask.array)
asarray() (in module dask.array)
assign() (dask.dataframe.DataFrame method)
astype() (dask.array.Array method)
(dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
atleast_1d() (in module dask.array)
atleast_2d() (in module dask.array)
atleast_3d() (in module dask.array)
autocorr() (dask.dataframe.Index method)
(dask.dataframe.Series method)
average() (in module dask.array)
(in module dask.array.ma)
B
Bag (class in dask.bag)
beta() (in module dask.array.random)
between() (dask.dataframe.Index method)
(dask.dataframe.Series method)
bfill() (dask.dataframe.DataFrame method)
(dask.dataframe.groupby.DataFrameGroupBy method)
(dask.dataframe.groupby.SeriesGroupBy method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
bincount() (in module dask.array)
bind() (in module dask.graph_manipulation)
binomial() (in module dask.array.random)
bitwise_and (in module dask.array)
bitwise_not (in module dask.array)
bitwise_or (in module dask.array)
bitwise_xor (in module dask.array)
block() (in module dask.array)
blocks (dask.array.Array property)
blockwise() (in module dask.array)
(in module dask.array.core)
broadcast_arrays() (in module dask.array)
broadcast_to() (in module dask.array)
C
CacheProfiler() (in module dask.diagnostics)
Callback() (in module dask.diagnostics)
categorize() (dask.dataframe.DataFrame method)
cbrt (in module dask.array)
ceil (in module dask.array)
checkpoint() (in module dask.graph_manipulation)
chisquare() (in module dask.array.random)
(in module dask.array.stats)
choice() (in module dask.array.random)
choices (dask.dataframe.io.demo.ColumnSpec attribute)
choices() (in module dask.bag.random)
cholesky() (in module dask.array.linalg)
choose() (dask.array.Array method)
(in module dask.array)
chunks (dask.array.Array property)
chunksize (dask.array.Array property)
clear_divisions() (dask.dataframe.Index method)
(dask.dataframe.Series method)
clip() (dask.array.Array method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
(in module dask.array)
clone() (in module dask.graph_manipulation)
coarsen() (in module dask.array)
collect() (in module dask.config)
column_specs (dask.dataframe.io.demo.DatasetSpec attribute)
columns (dask.dataframe.DataFrame property)
ColumnSpec (class in dask.dataframe.io.demo)
compress() (in module dask.array)
compute() (dask.array.Array method)
(dask.bag.Bag method)
(dask.bag.Item method)
(dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
(dask.typing.DaskCollection method)
(in module dask)
(in module dask.dataframe)
compute_chunk_sizes() (dask.array.Array method)
concat() (in module dask.bag)
(in module dask.dataframe.multi)
concatenate() (in module dask.array)
conj (in module dask.array)
conj() (dask.array.Array method)
copy() (dask.array.Array method)
(dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
copysign (in module dask.array)
corr() (dask.dataframe.DataFrame method)
(dask.dataframe.groupby.DataFrameGroupBy method)
(dask.dataframe.Index 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.groupby.DataFrameGroupBy method)
(dask.dataframe.groupby.SeriesGroupBy method)
(dask.dataframe.Index method)
(dask.dataframe.rolling.Rolling method)
(dask.dataframe.Series method)
(dask.dataframe.tseries.resample.Resampler method)
count_nonzero() (in module dask.array)
cov() (dask.dataframe.DataFrame method)
(dask.dataframe.groupby.DataFrameGroupBy method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
(in module dask.array)
cull() (dask.highlevelgraph.HighLevelGraph method)
(in module dask.optimization)
cull_layers() (dask.highlevelgraph.HighLevelGraph method)
cumcount() (dask.dataframe.groupby.DataFrameGroupBy method)
(dask.dataframe.groupby.SeriesGroupBy method)
cummax() (dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
cummin() (dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
cumprod() (dask.array.Array method)
(dask.dataframe.DataFrame method)
(dask.dataframe.groupby.DataFrameGroupBy method)
(dask.dataframe.groupby.SeriesGroupBy method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
(in module dask.array)
cumsum() (dask.array.Array method)
(dask.dataframe.DataFrame method)
(dask.dataframe.groupby.DataFrameGroupBy method)
(dask.dataframe.groupby.SeriesGroupBy method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
(in module dask.array)
D
dask (dask.array.Array attribute)
DaskCollection (class in dask.typing)
DataFrame (class in dask.dataframe)
DatasetSpec (class in dask.dataframe.io.demo)
DatetimeIndexSpec (class in dask.dataframe.io.demo)
default_rng() (in module dask.array.random)
deg2rad (in module dask.array)
degrees (in module dask.array)
Delayed (class in dask.delayed)
delayed() (in module dask.delayed)
delete() (in module dask.array)
describe() (dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
diag() (in module dask.array)
diagonal() (in module dask.array)
diff() (dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
(in module dask.array)
digitize() (in module dask.array)
distinct() (dask.bag.Bag method)
div() (dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
divide (in module dask.array)
divide() (dask.dataframe.DataFrame method)
divmod() (in module dask.array)
dot() (dask.array.Array method)
(in module dask.array)
drop() (dask.dataframe.DataFrame method)
drop_duplicates() (dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
dropna() (dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
dstack() (in module dask.array)
dtype (dask.array.Array property)
(dask.dataframe.Index property)
(dask.dataframe.io.demo.ColumnSpec attribute)
(dask.dataframe.io.demo.DatetimeIndexSpec attribute)
(dask.dataframe.io.demo.RangeIndexSpec attribute)
(dask.dataframe.Series property)
dtypes (dask.dataframe.DataFrame property)
E
ediff1d() (in module dask.array)
einsum() (in module dask.array)
empty() (in module dask.array)
empty_like() (in module dask.array)
(in module dask.array.ma)
ensure_file() (in module dask.config)
eq() (dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
equal (in module dask.array)
eval() (dask.dataframe.DataFrame method)
exp (in module dask.array)
exp2 (in module dask.array)
expand_dims() (in module dask.array)
expand_environment_variables() (in module dask.config)
explode() (dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
expm1 (in module dask.array)
exponential() (in module dask.array.random)
extract() (in module dask.array)
eye() (in module dask.array)
F
f() (in module dask.array.random)
f_oneway() (in module dask.array.stats)
fabs (in module dask.array)
ffill() (dask.dataframe.DataFrame method)
(dask.dataframe.groupby.DataFrameGroupBy method)
(dask.dataframe.groupby.SeriesGroupBy method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
fft() (in module dask.array.fft)
fft2() (in module dask.array.fft)
fft_wrap() (in module dask.array.fft)
fftfreq() (in module dask.array.fft)
fftn() (in module dask.array.fft)
fftshift() (in module dask.array.fft)
filled() (in module dask.array.ma)
fillna() (dask.dataframe.DataFrame method)
(dask.dataframe.groupby.DataFrameGroupBy method)
(dask.dataframe.groupby.SeriesGroupBy method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
filter() (dask.bag.Bag method)
first() (dask.dataframe.DataFrame method)
(dask.dataframe.groupby.DataFrameGroupBy method)
(dask.dataframe.groupby.SeriesGroupBy method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
(dask.dataframe.tseries.resample.Resampler method)
fix() (in module dask.array)
fix_invalid() (in module dask.array.ma)
flatnonzero() (in module dask.array)
flatten() (dask.array.Array method)
(dask.bag.Bag method)
flip() (in module dask.array)
fliplr() (in module dask.array)
flipud() (in module dask.array)
float_power (in module dask.array)
floor (in module dask.array)
floor_divide (in module dask.array)
floordiv() (dask.dataframe.DataFrame method)
(dask.dataframe.Index 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)
format_bytes() (in module dask.utils)
format_time() (in module dask.utils)
freq (dask.dataframe.io.demo.DatetimeIndexSpec attribute)
frequencies() (dask.bag.Bag method)
frexp() (in module dask.array)
from_array() (in module dask.array)
(in module dask.dataframe)
from_collections() (dask.highlevelgraph.HighLevelGraph class method)
from_dask_array() (in module dask.dataframe)
from_delayed() (dask.bag.Item static method)
(in module dask.array)
(in module dask.bag)
(in module dask.dataframe)
from_dict() (dask.dataframe.DataFrame class method)
from_map() (in module dask.dataframe)
from_npy_stack() (in module dask.array)
from_pandas() (in module dask.dataframe)
from_sequence() (in module dask.bag)
from_tiledb() (in module dask.array)
from_url() (in module dask.bag)
from_zarr() (in module dask.array)
fromfunction() (in module dask.array)
frompyfunc() (in module dask.array)
full() (in module dask.array)
full_like() (in module dask.array)
functions_of() (in module dask.optimization)
fuse() (in module dask.optimization)
G
gamma() (in module dask.array.random)
ge() (dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
geometric() (in module dask.array.random)
get() (dask.highlevelgraph.HighLevelGraph method)
(in module dask.config)
get_all_dependencies() (dask.highlevelgraph.HighLevelGraph method)
get_all_external_keys() (dask.highlevelgraph.HighLevelGraph method)
get_annotations() (in module dask)
get_dummies() (in module dask.dataframe.reshape)
get_group() (dask.dataframe.groupby.DataFrameGroupBy method)
(dask.dataframe.groupby.SeriesGroupBy method)
get_partition() (dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
getdata() (in module dask.array.ma)
getmaskarray() (in module dask.array.ma)
gradient() (in module dask.array)
greater (in module dask.array)
greater_equal (in module dask.array)
groupby() (dask.bag.Bag method)
(dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
gt() (dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
gufunc (class in dask.array.gufunc)
gumbel() (in module dask.array.random)
H
head() (dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
hfft() (in module dask.array.fft)
high (dask.dataframe.io.demo.ColumnSpec attribute)
HighLevelGraph (class in dask.highlevelgraph)
histogram() (in module dask.array)
histogram2d() (in module dask.array)
histogramdd() (in module dask.array)
HLGDaskCollection (class in dask.typing)
hstack() (in module dask.array)
hypergeometric() (in module dask.array.random)
hypot (in module dask.array)
I
i0() (in module dask.array)
idxmax() (dask.dataframe.DataFrame method)
(dask.dataframe.groupby.DataFrameGroupBy method)
(dask.dataframe.groupby.SeriesGroupBy method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
idxmin() (dask.dataframe.DataFrame method)
(dask.dataframe.groupby.DataFrameGroupBy method)
(dask.dataframe.groupby.SeriesGroupBy method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
ifft() (in module dask.array.fft)
ifft2() (in module dask.array.fft)
ifftn() (in module dask.array.fft)
ifftshift() (in module dask.array.fft)
ihfft() (in module dask.array.fft)
iloc (dask.dataframe.DataFrame property)
imag (dask.array.Array property)
imag() (in module dask.array)
imread() (in module dask.array.image)
Index (class in dask.dataframe)
index (dask.dataframe.DataFrame property)
index_spec (dask.dataframe.io.demo.DatasetSpec attribute)
indices() (in module dask.array)
info() (dask.dataframe.DataFrame method)
inline() (in module dask.optimization)
inline_functions() (in module dask.optimization)
insert() (in module dask.array)
inv() (in module dask.array.linalg)
invert (in module dask.array)
irfft() (in module dask.array.fft)
irfft2() (in module dask.array.fft)
irfftn() (in module dask.array.fft)
is_dask_collection() (in module dask)
is_monotonic_decreasing (dask.dataframe.Index property)
is_monotonic_increasing (dask.dataframe.Index property)
isclose() (in module dask.array)
iscomplex() (in module dask.array)
isfinite (in module dask.array)
isin() (dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
(in module dask.array)
isinf (in module dask.array)
isna() (dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
isnan (in module dask.array)
isneginf (in module dask.array)
isnull() (dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
(in module dask.array)
isposinf (in module dask.array)
isreal() (in module dask.array)
Item (class in dask.bag)
items() (dask.dataframe.DataFrame method)
(dask.highlevelgraph.HighLevelGraph method)
itemsize (dask.array.Array property)
iterrows() (dask.dataframe.DataFrame method)
itertuples() (dask.dataframe.DataFrame method)
J
join() (dask.bag.Bag method)
(dask.dataframe.DataFrame method)
K
keys() (dask.highlevelgraph.HighLevelGraph method)
known_divisions (dask.dataframe.DataFrame property)
(dask.dataframe.Index property)
(dask.dataframe.Series property)
kurt() (dask.dataframe.rolling.Rolling method)
kurtosis() (in module dask.array.stats)
kurtosistest() (in module dask.array.stats)
kwargs (dask.dataframe.io.demo.ColumnSpec attribute)
L
laplace() (in module dask.array.random)
last() (dask.dataframe.DataFrame method)
(dask.dataframe.groupby.DataFrameGroupBy method)
(dask.dataframe.groupby.SeriesGroupBy method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
(dask.dataframe.tseries.resample.Resampler method)
ldexp (in module dask.array)
le() (dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
left_shift (in module dask.array)
length (dask.dataframe.io.demo.ColumnSpec attribute)
less (in module dask.array)
less_equal (in module dask.array)
linspace() (in module dask.array)
loc (dask.dataframe.DataFrame property)
(dask.dataframe.Index property)
(dask.dataframe.Series property)
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)
low (dask.dataframe.io.demo.ColumnSpec attribute)
lstsq() (in module dask.array.linalg)
lt() (dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
lu() (in module dask.array.linalg)
M
make_meta() (in module dask.dataframe.utils)
make_people() (in module dask.datasets)
map() (dask.bag.Bag method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
(in module dask.bag)
map_blocks() (dask.array.Array method)
(in module dask.array)
map_overlap() (dask.array.Array method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
(in module dask.array)
(in module dask.array.overlap)
(in module dask.dataframe.rolling)
map_partitions() (dask.bag.Bag method)
(dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
(in module dask.bag)
(in module dask.dataframe)
mask() (dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
masked_array() (in module dask.array.ma)
masked_equal() (in module dask.array.ma)
masked_greater() (in module dask.array.ma)
masked_greater_equal() (in module dask.array.ma)
masked_inside() (in module dask.array.ma)
masked_invalid() (in module dask.array.ma)
masked_less() (in module dask.array.ma)
masked_less_equal() (in module dask.array.ma)
masked_not_equal() (in module dask.array.ma)
masked_outside() (in module dask.array.ma)
masked_values() (in module dask.array.ma)
masked_where() (in module dask.array.ma)
matmul() (in module dask.array)
max() (dask.array.Array method)
(dask.bag.Bag method)
(dask.dataframe.DataFrame method)
(dask.dataframe.groupby.DataFrameGroupBy method)
(dask.dataframe.groupby.SeriesGroupBy method)
(dask.dataframe.Index method)
(dask.dataframe.rolling.Rolling method)
(dask.dataframe.Series method)
(dask.dataframe.tseries.resample.Resampler 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.groupby.DataFrameGroupBy method)
(dask.dataframe.groupby.SeriesGroupBy method)
(dask.dataframe.Index method)
(dask.dataframe.rolling.Rolling method)
(dask.dataframe.Series method)
(dask.dataframe.tseries.resample.Resampler method)
(in module dask.array)
median() (dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.rolling.Rolling method)
(dask.dataframe.Series method)
(dask.dataframe.tseries.resample.Resampler method)
(in module dask.array)
median_approximate() (dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
melt() (dask.dataframe.DataFrame method)
(in module dask.dataframe.reshape)
memory_usage() (dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
memory_usage_per_partition() (dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
merge() (dask.dataframe.DataFrame method)
(dask.dataframe.multi.DataFrame method)
(in module dask.config)
(in module dask.dataframe.multi)
merge_asof() (in module dask.dataframe.multi)
meshgrid() (in module dask.array)
meta_from_array() (in module dask.array.utils)
method (dask.dataframe.io.demo.ColumnSpec attribute)
min() (dask.array.Array method)
(dask.bag.Bag method)
(dask.dataframe.DataFrame method)
(dask.dataframe.groupby.DataFrameGroupBy method)
(dask.dataframe.groupby.SeriesGroupBy method)
(dask.dataframe.Index method)
(dask.dataframe.rolling.Rolling method)
(dask.dataframe.Series method)
(dask.dataframe.tseries.resample.Resampler method)
(in module dask.array)
minimum (in module dask.array)
mod (in module dask.array)
mod() (dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
mode() (dask.dataframe.DataFrame method)
modf() (in module dask.array)
moment() (dask.array.Array method)
(in module dask.array)
(in module dask.array.stats)
moveaxis() (in module dask.array)
mul() (dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
multinomial() (in module dask.array.random)
multiply (in module dask.array)
N
name (dask.array.Array property)
nan_to_num() (in module dask.array)
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)
nanmedian() (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 property)
(dask.dataframe.Index property)
(dask.dataframe.Series property)
ndim (dask.array.Array property)
(dask.dataframe.DataFrame property)
(dask.dataframe.Index property)
(dask.dataframe.Series property)
ne() (dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
negative (in module dask.array)
negative_binomial() (in module dask.array.random)
nextafter (in module dask.array)
nlargest() (dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
noncentral_chisquare() (in module dask.array.random)
noncentral_f() (in module dask.array.random)
nonzero() (dask.array.Array method)
(in module dask.array)
(in module dask.array.ma)
norm() (in module dask.array.linalg)
normal() (in module dask.array.random)
normalize_chunks() (in module dask.array.core)
normaltest() (in module dask.array.stats)
not_equal (in module dask.array)
notnull() (dask.dataframe.Index method)
(dask.dataframe.Series method)
(in module dask.array)
npartitions (dask.array.Array property)
(dask.dataframe.DataFrame property)
(dask.dataframe.io.demo.DatasetSpec attribute)
nrecords (dask.dataframe.io.demo.DatasetSpec attribute)
nsmallest() (dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
number (dask.dataframe.io.demo.ColumnSpec attribute)
numblocks (dask.array.Array property)
nunique (dask.dataframe.io.demo.ColumnSpec attribute)
nunique() (dask.dataframe.groupby.SeriesGroupBy method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
(dask.dataframe.tseries.resample.Resampler method)
nunique_approx() (dask.dataframe.Index method)
(dask.dataframe.Series method)
O
ohlc() (dask.dataframe.tseries.resample.Resampler method)
ones() (in module dask.array)
ones_like() (in module dask.array)
(in module dask.array.ma)
optimize() (in module dask)
outer() (in module dask.array)
overlap() (in module dask.array.overlap)
P
pad() (in module dask.array)
pareto() (in module dask.array.random)
parse_bytes() (in module dask.utils)
parse_timedelta() (in module dask.utils)
partition_freq (dask.dataframe.io.demo.DatetimeIndexSpec attribute)
partitions (dask.array.Array property)
(dask.dataframe.DataFrame property)
percentile() (in module dask.array)
PerformanceWarning
permutation() (in module dask.array.random)
persist() (dask.array.Array method)
(dask.bag.Bag method)
(dask.bag.Item method)
(dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
(dask.typing.DaskCollection method)
(in module dask)
piecewise() (in module dask.array)
pipe() (dask.dataframe.Index method)
(dask.dataframe.Series method)
pivot_table() (dask.dataframe.DataFrame method)
(in module dask.dataframe.reshape)
pluck() (dask.bag.Bag method)
poisson() (in module dask.array.random)
pop() (dask.dataframe.DataFrame method)
positive (in module dask.array)
PostPersistCallable (class in dask.typing)
pow() (dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
power (in module dask.array)
power() (in module dask.array.random)
power_divergence() (in module dask.array.stats)
prefix (dask.dataframe.io.demo.ColumnSpec attribute)
prod() (dask.array.Array method)
(dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
(dask.dataframe.tseries.resample.Resampler method)
(in module dask.array)
product() (dask.bag.Bag method)
Profiler() (in module dask.diagnostics)
ProgressBar() (in module dask.diagnostics)
ptp() (in module dask.array)
Python Enhancement Proposals
PEP 465
Q
qr() (in module dask.array.linalg)
quantile() (dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.rolling.Rolling method)
(dask.dataframe.Series method)
(dask.dataframe.tseries.resample.Resampler method)
query() (dask.dataframe.DataFrame method)
R
rad2deg (in module dask.array)
radd() (dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
radians (in module dask.array)
randint() (in module dask.array.random)
random (dask.dataframe.io.demo.ColumnSpec attribute)
random() (in module dask.array.random)
random_integers() (in module dask.array.random)
random_sample() (dask.bag.Bag method)
(in module dask.array.random)
random_split() (dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
range() (in module dask.bag)
RangeIndexSpec (class in dask.dataframe.io.demo)
ravel() (dask.array.Array method)
(in module dask.array)
ravel_multi_index() (in module dask.array)
rayleigh() (in module dask.array.random)
rdiv() (dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
read_avro() (in module dask.bag)
read_bytes() (in module dask.bytes)
read_csv() (in module dask.dataframe)
read_fwf() (in module dask.dataframe)
read_hdf() (in module dask.dataframe)
read_json() (in module dask.dataframe)
read_orc() (in module dask.dataframe)
read_parquet() (in module dask.dataframe)
read_sql() (in module dask.dataframe)
read_sql_query() (in module dask.dataframe)
read_sql_table() (in module dask.dataframe)
read_table() (in module dask.dataframe)
read_text() (in module dask.bag)
real (dask.array.Array property)
real() (in module dask.array)
rechunk() (dask.array.Array method)
(in module dask.array)
reciprocal (in module dask.array)
reduction() (dask.bag.Bag method)
(dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
(in module dask.array)
refresh() (in module dask.config)
register_chunk_type() (in module dask.array)
register_dataframe_accessor() (in module dask.dataframe.extensions)
register_index_accessor() (in module dask.dataframe.extensions)
register_series_accessor() (in module dask.dataframe.extensions)
remainder (in module dask.array)
remove() (dask.bag.Bag method)
rename() (dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
repartition() (dask.bag.Bag method)
(dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
repeat() (dask.array.Array method)
(in module dask.array)
replace() (dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
resample() (dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
Resampler (class in dask.dataframe.tseries.resample)
reset_index() (dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
reshape() (dask.array.Array method)
(in module dask.array)
ResourceProfiler() (in module dask.diagnostics)
result_type() (in module dask.array)
RewriteRule() (in module dask.rewrite)
rfft() (in module dask.array.fft)
rfft2() (in module dask.array.fft)
rfftfreq() (in module dask.array.fft)
rfftn() (in module dask.array.fft)
rfloordiv() (dask.dataframe.DataFrame method)
right_shift (in module dask.array)
rint (in module dask.array)
rmod() (dask.dataframe.DataFrame method)
rmul() (dask.dataframe.DataFrame method)
roll() (in module dask.array)
rollaxis() (in module dask.array)
rolling() (dask.dataframe.DataFrame method)
(dask.dataframe.groupby.DataFrameGroupBy method)
(dask.dataframe.groupby.SeriesGroupBy method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
rot90() (in module dask.array)
round() (dask.array.Array method)
(dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
(in module dask.array)
rpow() (dask.dataframe.DataFrame method)
rsub() (dask.dataframe.DataFrame method)
rtruediv() (dask.dataframe.DataFrame method)
RuleSet() (in module dask.rewrite)
S
sample() (dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
(in module dask.bag.random)
SchedulerGetCallable (class in dask.typing)
searchsorted() (in module dask.array)
select() (in module dask.array)
select_dtypes() (dask.dataframe.DataFrame method)
sem() (dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
(dask.dataframe.tseries.resample.Resampler method)
Series (class in dask.dataframe)
set() (in module dask.config)
set_fill_value() (in module dask.array.ma)
set_index() (dask.dataframe.DataFrame method)
sfqr() (in module dask.array.linalg)
shape (dask.array.Array property)
(dask.dataframe.DataFrame property)
(dask.dataframe.Index property)
(dask.dataframe.Series property)
shape() (in module dask.array)
shift() (dask.dataframe.Index method)
(dask.dataframe.Series method)
shuffle() (dask.dataframe.DataFrame method)
sign (in module dask.array)
signbit (in module dask.array)
sin (in module dask.array)
sinc() (in module dask.array)
sinh (in module dask.array)
size (dask.array.Array property)
(dask.dataframe.DataFrame property)
(dask.dataframe.Index property)
(dask.dataframe.Series property)
size() (dask.dataframe.groupby.DataFrameGroupBy method)
(dask.dataframe.groupby.SeriesGroupBy method)
(dask.dataframe.tseries.resample.Resampler method)
skew() (dask.dataframe.rolling.Rolling method)
(in module dask.array.stats)
skewtest() (in module dask.array.stats)
sliding_window_view() (in module dask.array.lib.stride_tricks)
solve() (in module dask.array.linalg)
solve_triangular() (in module dask.array.linalg)
sort_values() (dask.dataframe.DataFrame method)
spacing (in module dask.array)
sqrt (in module dask.array)
square (in module dask.array)
squeeze() (dask.array.Array method)
(dask.dataframe.DataFrame method)
(in module dask.array)
stack() (in module dask.array)
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)
starmap() (dask.bag.Bag method)
start (dask.dataframe.io.demo.DatetimeIndexSpec attribute)
std() (dask.array.Array method)
(dask.bag.Bag method)
(dask.dataframe.DataFrame method)
(dask.dataframe.groupby.DataFrameGroupBy method)
(dask.dataframe.groupby.SeriesGroupBy method)
(dask.dataframe.Index method)
(dask.dataframe.rolling.Rolling method)
(dask.dataframe.Series method)
(dask.dataframe.tseries.resample.Resampler method)
(in module dask.array)
step (dask.dataframe.io.demo.RangeIndexSpec attribute)
store() (dask.array.Array method)
(in module dask.array)
sub() (dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
subtract (in module dask.array)
sum() (dask.array.Array method)
(dask.bag.Bag method)
(dask.dataframe.DataFrame method)
(dask.dataframe.groupby.DataFrameGroupBy method)
(dask.dataframe.groupby.SeriesGroupBy method)
(dask.dataframe.Index method)
(dask.dataframe.rolling.Rolling method)
(dask.dataframe.Series method)
(dask.dataframe.tseries.resample.Resampler method)
(in module dask.array)
svd() (in module dask.array.linalg)
svd_compressed() (in module dask.array.linalg)
swapaxes() (dask.array.Array method)
(in module dask.array)
T
tail() (dask.dataframe.DataFrame 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)
tile() (in module dask.array)
timeseries() (in module dask.datasets)
to_avro() (dask.bag.Bag method)
(in module dask.bag.avro)
to_backend() (dask.array.Array method)
(dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
to_bag() (dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
to_csv() (dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
(in module dask.dataframe)
to_dask_array() (dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
to_dask_dataframe() (dask.array.Array method)
to_dataframe() (dask.bag.Bag method)
(dask.bag.core.Bag method)
to_datetime() (in module dask.dataframe)
to_delayed() (dask.array.Array method)
(dask.bag.Bag method)
(dask.bag.core.Bag method)
(dask.bag.Item method)
(dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
to_dict() (dask.highlevelgraph.HighLevelGraph method)
to_frame() (dask.dataframe.Index method)
(dask.dataframe.Series method)
to_hdf() (dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
(in module dask.dataframe)
to_hdf5() (dask.array.Array method)
(in module dask.array)
to_html() (dask.dataframe.DataFrame method)
to_json() (dask.dataframe.DataFrame method)
(in module dask.dataframe)
to_npy_stack() (in module dask.array)
to_numeric() (in module dask.dataframe)
to_parquet() (dask.dataframe.DataFrame method)
(in module dask.dataframe)
to_records() (dask.dataframe.DataFrame method)
(in module dask.dataframe)
to_series() (dask.dataframe.Index method)
to_sql() (dask.dataframe.DataFrame method)
(in module dask.dataframe)
to_string() (dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
to_svg() (dask.array.Array method)
to_textfiles() (dask.bag.Bag method)
(in module dask.bag)
(in module dask.bag.core)
to_tiledb() (dask.array.Array method)
(in module dask.array)
to_timedelta() (in module dask.dataframe)
to_timestamp() (dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
to_zarr() (dask.array.Array method)
(in module dask.array)
topk() (dask.array.Array method)
(dask.bag.Bag method)
(in module dask.array)
trace() (dask.array.Array method)
(in module dask.array)
transform() (dask.dataframe.groupby.DataFrameGroupBy method)
(dask.dataframe.groupby.SeriesGroupBy method)
transpose() (dask.array.Array method)
(in module dask.array)
tri() (in module dask.array)
triangular() (in module dask.array.random)
tril() (in module dask.array)
tril_indices() (in module dask.array)
tril_indices_from() (in module dask.array)
trim_internal() (in module dask.array.overlap)
trim_overlap() (in module dask.array.overlap)
triu() (in module dask.array)
triu_indices() (in module dask.array)
triu_indices_from() (in module dask.array)
true_divide (in module dask.array)
truediv() (dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
trunc (in module dask.array)
tsqr() (in module dask.array.linalg)
ttest_1samp() (in module dask.array.stats)
ttest_ind() (in module dask.array.stats)
ttest_rel() (in module dask.array.stats)
U
uniform() (in module dask.array.random)
unify_chunks() (in module dask.array.core)
union1d() (in module dask.array)
unique() (dask.dataframe.Index method)
(dask.dataframe.Series method)
(in module dask.array)
unravel_index() (in module dask.array)
update() (in module dask.config)
V
value_counts() (dask.dataframe.Index method)
(dask.dataframe.Series method)
values (dask.dataframe.DataFrame property)
(dask.dataframe.Index property)
(dask.dataframe.Series property)
values() (dask.highlevelgraph.HighLevelGraph method)
var() (dask.array.Array method)
(dask.bag.Bag method)
(dask.dataframe.DataFrame method)
(dask.dataframe.groupby.DataFrameGroupBy method)
(dask.dataframe.groupby.SeriesGroupBy method)
(dask.dataframe.Index method)
(dask.dataframe.rolling.Rolling method)
(dask.dataframe.Series method)
(dask.dataframe.tseries.resample.Resampler method)
(in module dask.array)
vdot() (in module dask.array)
view() (dask.array.Array method)
vindex (dask.array.Array property)
visualize() (dask.array.Array method)
(dask.bag.Bag method)
(dask.bag.Item method)
(dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
(dask.typing.DaskCollection method)
(in module dask)
(in module dask.diagnostics)
vonmises() (in module dask.array.random)
vstack() (in module dask.array)
W
wait_on() (in module dask.graph_manipulation)
wald() (in module dask.array.random)
weibull() (in module dask.array.random)
where() (dask.dataframe.DataFrame method)
(dask.dataframe.Index method)
(dask.dataframe.Series method)
(in module dask.array)
(in module dask.array.ma)
with_spec() (in module dask.dataframe.io.demo)
Z
zeros() (in module dask.array)
zeros_like() (in module dask.array)
(in module dask.array.ma)
zip() (in module dask.bag)
zipf() (in module dask.array.random)