dask 2026.1.2

PyPI https://pypi.org/project/dask/

Repository https://github.com/dask/dask
py.typed

Coverage

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pie title
    "Typed" : 568
    "Any" : 34
    "Untyped" : 6818

8.1% coverage
7.7% coverage (strict)
7420 typable
- 568 typed
- 6818 untyped
- 34 Any

Typables

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pie title
    "functions" : 3923
    "classes" : 2869
    "other" : 463

946 functions (+5 overloads)
- 2977 parameters
141 classes
- 929 methods (+0 overloads)
  - 1779 parameters
- 155 properties
120 modules
- 463 attrs

Modules

Module	Coverage	Coverage (strict)	Typables	Ignores
`dask`	0.0%	0.0%	0	0
`dask._dispatch`	0.0%	0.0%	1	0
`dask._task_spec`	64.2%	56.8%	95	0
`dask.array`	0.9%	0.9%	113	2
`dask.array._array_expr._collection`	0.8%	0.8%	260	0
`dask.array._array_expr._creation`	0.0%	0.0%	56	0
`dask.array._array_expr._gufunc`	0.0%	0.0%	41	0
`dask.array._array_expr._map_blocks`	0.0%	0.0%	12	0
`dask.array._array_expr._overlap`	0.0%	0.0%	9	0
`dask.array._array_expr._ufunc`	0.0%	0.0%	105	0
`dask.array._reductions_generic`	0.0%	0.0%	15	0
`dask.array._shuffle`	60.0%	60.0%	5	0
`dask.array.backends`	1.9%	1.9%	52	0
`dask.array.blockwise`	0.0%	0.0%	16	0
`dask.array.chunk`	0.0%	0.0%	73	0
`dask.array.chunk_types`	0.0%	0.0%	6	0
`dask.array.core`	7.0%	6.0%	600	0
`dask.array.creation`	1.5%	1.5%	136	0
`dask.array.cupy_entry_point`	4.3%	4.3%	23	0
`dask.array.dispatch`	0.0%	0.0%	11	0
`dask.array.einsumfuncs`	0.0%	0.0%	12	0
`dask.array.fft`	0.0%	0.0%	33	0
`dask.array.gufunc`	0.0%	0.0%	41	0
`dask.array.image`	0.0%	0.0%	6	0
`dask.array.linalg`	0.0%	0.0%	58	0
`dask.array.ma`	0.0%	0.0%	73	0
`dask.array.numpy_compat`	0.0%	0.0%	14	2
`dask.array.optimization`	0.0%	0.0%	12	0
`dask.array.overlap`	0.0%	0.0%	71	0
`dask.array.percentile`	0.0%	0.0%	17	0
`dask.array.random`	0.0%	0.0%	483	0
`dask.array.rechunk`	0.0%	0.0%	45	0
`dask.array.reductions`	0.0%	0.0%	331	0
`dask.array.reshape`	20.0%	20.0%	20	0
`dask.array.routines`	1.0%	1.0%	298	0
`dask.array.slicing`	0.0%	0.0%	91	0
`dask.array.stats`	0.0%	0.0%	56	0
`dask.array.svg`	0.0%	0.0%	42	0
`dask.array.tiledb_io`	0.0%	0.0%	14	0
`dask.array.ufunc`	0.0%	0.0%	138	0
`dask.array.utils`	0.0%	0.0%	71	0
`dask.array.wrap`	0.0%	0.0%	31	0
`dask.backends`	72.4%	72.4%	29	0
`dask.bag.avro`	0.0%	0.0%	33	0
`dask.bag.chunk`	0.0%	0.0%	18	0
`dask.bag.core`	3.8%	3.8%	320	0
`dask.bag.random`	0.0%	0.0%	8	0
`dask.bag.text`	0.0%	0.0%	24	0
`dask.bag.utils`	0.0%	0.0%	4	0
`dask.base`	28.0%	26.0%	50	0
`dask.blockwise`	46.2%	43.4%	106	0
`dask.bytes.core`	0.0%	0.0%	14	0
`dask.bytes.utils`	0.0%	0.0%	2	0
`dask.cache`	0.0%	0.0%	23	0
`dask.callbacks`	19.0%	19.0%	21	0
`dask.cli`	21.1%	15.8%	19	0
`dask.config`	87.5%	73.8%	80	0
`dask.context`	0.0%	0.0%	12	0
`dask.core`	35.1%	33.3%	57	0
`dask.dataframe.accessor`	0.0%	0.0%	15	0
`dask.dataframe.backends`	10.4%	10.4%	96	0
`dask.dataframe.core`	0.0%	0.0%	40	0
`dask.dataframe.dask_expr._collection`	3.8%	3.8%	633	2
`dask.dataframe.dask_expr._dummies`	0.0%	0.0%	10	0
`dask.dataframe.dask_expr.datasets`	0.0%	0.0%	8	0
`dask.dataframe.dask_expr.diagnostics._analyze`	100.0%	80.0%	5	0
`dask.dataframe.dask_expr.diagnostics._explain`	100.0%	100.0%	4	0
`dask.dataframe.dask_expr.io._delayed`	66.7%	66.7%	6	0
`dask.dataframe.dask_expr.io.bag`	0.0%	0.0%	4	0
`dask.dataframe.dask_expr.io.io`	25.3%	25.3%	83	2
`dask.dataframe.dask_expr.io.parquet`	11.3%	11.3%	115	3
`dask.dataframe.dask_expr.io.records`	0.0%	0.0%	2	0
`dask.dataframe.dispatch`	0.0%	0.0%	42	0
`dask.dataframe.extensions`	0.0%	0.0%	2	0
`dask.dataframe.groupby`	11.1%	11.1%	9	0
`dask.dataframe.hyperloglog`	0.0%	0.0%	11	0
`dask.dataframe.io.csv`	0.0%	0.0%	66	1
`dask.dataframe.io.demo`	18.2%	18.2%	11	0
`dask.dataframe.io.hdf`	0.0%	0.0%	23	0
`dask.dataframe.io.io`	0.0%	0.0%	10	0
`dask.dataframe.io.json`	0.0%	0.0%	56	0
`dask.dataframe.io.orc.arrow`	0.0%	0.0%	24	0
`dask.dataframe.io.orc.core`	0.0%	0.0%	16	0
`dask.dataframe.io.orc.utils`	0.0%	0.0%	19	0
`dask.dataframe.io.parquet.arrow`	3.4%	3.4%	119	0
`dask.dataframe.io.parquet.core`	3.7%	3.7%	82	0
`dask.dataframe.io.parquet.utils`	0.0%	0.0%	46	0
`dask.dataframe.io.sql`	8.9%	8.9%	45	0
`dask.dataframe.io.utils`	0.0%	0.0%	0	0
`dask.dataframe.methods`	0.0%	0.0%	134	0
`dask.dataframe.multi`	0.0%	0.0%	22	0
`dask.dataframe.partitionquantiles`	0.0%	0.0%	35	0
`dask.dataframe.rolling`	0.0%	0.0%	7	0
`dask.dataframe.shuffle`	0.0%	0.0%	53	0
`dask.dataframe.tseries.resample`	2.0%	2.0%	51	1
`dask.dataframe.utils`	9.1%	9.1%	77	0
`dask.datasets`	0.0%	0.0%	13	0
`dask.delayed`	5.7%	5.7%	53	0
`dask.diagnostics.profile`	0.0%	0.0%	75	0
`dask.diagnostics.profile_visualize`	0.0%	0.0%	40	0
`dask.diagnostics.progress`	0.0%	0.0%	24	0
`dask.dot`	17.8%	17.8%	45	0
`dask.graph_manipulation`	55.6%	55.6%	18	0
`dask.hashing`	0.0%	0.0%	6	0
`dask.highlevelgraph`	54.8%	53.8%	93	0
`dask.layers`	16.5%	16.5%	79	0
`dask.local`	2.4%	2.4%	83	0
`dask.multiprocessing`	14.7%	14.7%	34	0
`dask.optimization`	2.6%	2.6%	38	0
`dask.order`	100.0%	100.0%	13	0
`dask.rewrite`	0.0%	0.0%	48	0
`dask.sizeof`	0.0%	0.0%	24	0
`dask.system`	50.0%	50.0%	2	1
`dask.threaded`	28.6%	28.6%	14	0
`dask.tokenize`	13.3%	13.3%	30	0
`dask.typing`	100.0%	100.0%	4	0
`dask.utils`	21.5%	20.8%	260	0
`dask.utils_test`	20.0%	20.0%	30	0
`dask.widgets`	33.3%	33.3%	3	0
`dask.widgets.widgets`	75.0%	75.0%	4	0

Incomplete Annotations

dask._dispatch (1 missing, 0 any)

	Symbol	Typable	Typed	Any
`attr`	`get_collection_type`	1	0	0

dask._task_spec (34 missing, 7 any)

	Symbol	Typable	Typed	Any
`meth`	`GraphNode.ref`	1	0	0
`meth`	`GraphNode.copy`	1	0	0
`meth`	`GraphNode.call`	2	1	1
`meth`	`GraphNode.get_all_slots`	1	0	0
`meth`	`TaskRef.init`	2	1	0
`meth`	`TaskRef.str`	1	0	0
`meth`	`TaskRef.repr`	1	0	0
`meth`	`TaskRef.reduce`	1	0	0
`attr`	`TaskRef.key`	1	0	0
`meth`	`Alias.init`	3	2	0
`meth`	`Alias.reduce`	1	0	0
`meth`	`Alias.copy`	1	0	0
`meth`	`Alias.dask_tokenize`	1	0	0
`meth`	`Alias.call`	2	0	0
`meth`	`Alias.repr`	1	0	0
`meth`	`Task.init`	6	5	3
`meth`	`Task.copy`	1	0	0
`meth`	`Task.hash`	1	0	0
`meth`	`Task.dask_tokenize`	1	0	0
`meth`	`Task.call`	2	0	0
`meth`	`Task.setstate`	2	0	0
`meth`	`Task.getstate`	1	0	0
`prop`	`Task.is_coro`	1	0	0
`meth`	`DataNode.init`	3	2	2
`meth`	`DataNode.copy`	1	0	0
`meth`	`DataNode.call`	2	0	0
`meth`	`DataNode.repr`	1	0	0
`meth`	`DataNode.reduce`	1	0	0
`meth`	`DataNode.dask_tokenize`	1	0	0
`meth`	`DataNode.iter`	1	0	0
`attr`	`DataNode.value`	1	1	1

dask.array (112 missing, 0 any)

	Symbol	Typable
`attr`	`atleast_2d`	1
`attr`	`rollaxis`	1
`attr`	`transpose`	1
`attr`	`diff`	1
`attr`	`tril`	1
`attr`	`atleast_1d`	1
`attr`	`coarsen`	1
`attr`	`median`	1
`attr`	`shape`	1
`attr`	`eye`	1
`attr`	`flatnonzero`	1
`attr`	`append`	1
`attr`	`register_chunk_type`	1
`attr`	`rot90`	1
`attr`	`unify_chunks`	1
`attr`	`meshgrid`	1
`attr`	`searchsorted`	1
`attr`	`result_type`	1
`attr`	`unravel_index`	1
`attr`	`diagonal`	1
`attr`	`dstack`	1
`attr`	`ptp`	1
`attr`	`from_npy_stack`	1
`attr`	`count_nonzero`	1
`attr`	`notnull`	1
`attr`	`topk`	1
`attr`	`cumprod`	1
`attr`	`argtopk`	1
`attr`	`argmax`	1
`attr`	`broadcast_arrays`	1
`attr`	`nancumsum`	1
`attr`	`apply_along_axis`	1
`attr`	`average`	1
`attr`	`tri`	1
`attr`	`cov`	1
`attr`	`triu_indices_from`	1
`attr`	`fliplr`	1
`attr`	`histogram2d`	1
`attr`	`vdot`	1
`attr`	`expand_dims`	1
`attr`	`tensordot`	1
`attr`	`pad`	1
`attr`	`store`	1
`attr`	`apply_over_axes`	1
`attr`	`matmul`	1
`attr`	`tile`	1
`attr`	`argmin`	1
`attr`	`histogram`	1
`attr`	`einsum`	1
`attr`	`flip`	1
`attr`	`ravel_multi_index`	1
`attr`	`from_zarr`	1
`attr`	`tril_indices`	1
`attr`	`dot`	1
`attr`	`isnull`	1
`attr`	`where`	1
`attr`	`ravel`	1
`attr`	`to_zarr`	1
`attr`	`to_npy_stack`	1
`attr`	`extract`	1
`attr`	`roll`	1
`attr`	`digitize`	1
`attr`	`gradient`	1
`attr`	`nanargmax`	1
`attr`	`swapaxes`	1
`attr`	`indices`	1
`attr`	`insert`	1
`attr`	`hstack`	1
`attr`	`from_delayed`	1
`attr`	`cumsum`	1
`attr`	`trace`	1
`attr`	`from_tiledb`	1
`attr`	`unique`	1
`attr`	`block`	1
`attr`	`piecewise`	1
`attr`	`moveaxis`	1
`attr`	`round`	1
`attr`	`atop`	1
`attr`	`nanmedian`	1
`attr`	`select`	1
`attr`	`vstack`	1
`attr`	`bincount`	1
`attr`	`ediff1d`	1
`attr`	`allclose`	1
`attr`	`to_hdf5`	1
`attr`	`take`	1
`attr`	`isin`	1
`attr`	`squeeze`	1
`attr`	`outer`	1
`attr`	`triu`	1
`attr`	`around`	1
`attr`	`fromfunction`	1
`attr`	`delete`	1
`attr`	`tril_indices_from`	1
`attr`	`union1d`	1
`attr`	`flipud`	1
`attr`	`isclose`	1
`attr`	`atleast_3d`	1
`attr`	`argwhere`	1
`attr`	`optimize`	1
`attr`	`ndim`	1
`attr`	`compress`	1
`attr`	`choose`	1
`attr`	`corrcoef`	1
`attr`	`nancumprod`	1
`attr`	`triu_indices`	1
`attr`	`to_tiledb`	1
`attr`	`diag`	1
`attr`	`broadcast_to`	1
`attr`	`histogramdd`	1
`attr`	`nanargmin`	1
`attr`	`nonzero`	1

dask.array._array_expr._collection (258 missing, 0 any)

	Symbol	Typable
`func`	`rechunk`	7
`func`	`blockwise`	13
`func`	`from_array`	10
`func`	`asarray`	7
`func`	`concatenate`	4
`meth`	`Array.init`	2
`meth`	`Array.dask_postcompute`	1
`meth`	`Array.dask_postpersist`	1
`meth`	`Array.dask_graph`	1
`meth`	`Array.dask_keys`	1
`meth`	`Array.dask_tokenize`	1
`meth`	`Array.compute`	2
`meth`	`Array.persist`	2
`meth`	`Array.optimize`	1
`meth`	`Array.simplify`	1
`meth`	`Array.len`	1
`meth`	`Array.getitem`	2
`meth`	`Array.add`	2
`meth`	`Array.radd`	2
`meth`	`Array.mul`	2
`meth`	`Array.rmul`	2
`meth`	`Array.sub`	2
`meth`	`Array.rsub`	2
`meth`	`Array.pow`	2
`meth`	`Array.rpow`	2
`meth`	`Array.truediv`	2
`meth`	`Array.rtruediv`	2
`meth`	`Array.floordiv`	2
`meth`	`Array.rfloordiv`	2
`meth`	`Array.abs`	1
`meth`	`Array.and`	2
`meth`	`Array.rand`	2
`meth`	`Array.div`	2
`meth`	`Array.rdiv`	2
`meth`	`Array.eq`	2
`meth`	`Array.gt`	2
`meth`	`Array.ge`	2
`meth`	`Array.invert`	1
`meth`	`Array.lshift`	2
`meth`	`Array.rlshift`	2
`meth`	`Array.lt`	2
`meth`	`Array.le`	2
`meth`	`Array.mod`	2
`meth`	`Array.rmod`	2
`meth`	`Array.ne`	2
`meth`	`Array.neg`	1
`meth`	`Array.or`	2
`meth`	`Array.pos`	1
`meth`	`Array.ror`	2
`meth`	`Array.rshift`	2
`meth`	`Array.rrshift`	2
`meth`	`Array.xor`	2
`meth`	`Array.rxor`	2
`meth`	`Array.matmul`	2
`meth`	`Array.rmatmul`	2
`meth`	`Array.divmod`	2
`meth`	`Array.rdivmod`	2
`meth`	`Array.array_function`	5
`meth`	`Array.transpose`	2
`meth`	`Array.rechunk`	6
`meth`	`Array.sum`	6
`meth`	`Array.mean`	6
`meth`	`Array.std`	7
`meth`	`Array.var`	7
`meth`	`Array.moment`	8
`meth`	`Array.prod`	6
`meth`	`Array.any`	5
`meth`	`Array.all`	5
`meth`	`Array.min`	5
`meth`	`Array.max`	5
`meth`	`Array.astype`	3
`meth`	`Array.map_blocks`	4
`meth`	`Array.conj`	1
`meth`	`Array.clip`	3
`meth`	`Array.array_ufunc`	5
`meth`	`Array.map_overlap`	6
`prop`	`Array._name`	1
`prop`	`Array.dask`	1
`prop`	`Array._meta`	1
`prop`	`Array.dtype`	1
`prop`	`Array.shape`	1
`prop`	`Array.chunks`	1
`prop`	`Array.ndim`	1
`prop`	`Array.numblocks`	1
`prop`	`Array.name`	1
`prop`	`Array.T`	1
`prop`	`Array._elemwise`	1
`prop`	`Array.real`	1
`prop`	`Array.imag`	1
`attr`	`Array.dask_scheduler`	1
`attr`	`Array.dask_optimize`	1
`func`	`stack`	4
`func`	`asanyarray`	6
`func`	`array`	5

dask.array._array_expr._creation (56 missing, 0 any)

	Symbol	Typable
`func`	`linspace`	8
`attr`	`empty`	1
`func`	`zeros_like`	7
`func`	`full`	5
`func`	`ones_like`	7
`func`	`full_like`	8
`func`	`empty_like`	7
`func`	`repeat`	4
`attr`	`zeros`	1
`func`	`arange`	7
`attr`	`ones`	1

dask.array._array_expr._gufunc (41 missing, 0 any)

	Symbol	Typable
`func`	`apply_gufunc`	13
`func`	`as_gufunc`	3
`meth`	`gufunc.init`	11
`meth`	`gufunc.call`	4
`attr`	`gufunc.pyfunc`	1
`attr`	`gufunc.signature`	1
`attr`	`gufunc.vectorize`	1
`attr`	`gufunc.axes`	1
`attr`	`gufunc.axis`	1
`attr`	`gufunc.keepdims`	1
`attr`	`gufunc.output_sizes`	1
`attr`	`gufunc.output_dtypes`	1
`attr`	`gufunc.allow_rechunk`	1
`attr`	`gufunc.meta`	1

dask.array._array_expr._map_blocks (12 missing, 0 any)

	Symbol	Typable	Typed	Any
`func`	`map_blocks`	12	0	0

dask.array._array_expr._overlap (9 missing, 0 any)

	Symbol	Typable	Typed	Any
`func`	`map_overlap`	9	0	0

dask.array._array_expr._ufunc (105 missing, 0 any)

	Symbol	Typable
`attr`	`divide`	1
`attr`	`rad2deg`	1
`attr`	`trunc`	1
`attr`	`isneginf`	1
`attr`	`degrees`	1
`attr`	`logical_and`	1
`attr`	`bitwise_or`	1
`attr`	`arctanh`	1
`attr`	`isnan`	1
`attr`	`left_shift`	1
`attr`	`fix`	1
`attr`	`signbit`	1
`attr`	`arcsin`	1
`attr`	`float_power`	1
`attr`	`logaddexp`	1
`attr`	`minimum`	1
`attr`	`arccos`	1
`attr`	`logical_not`	1
`attr`	`not_equal`	1
`attr`	`true_divide`	1
`attr`	`copysign`	1
`attr`	`isinf`	1
`attr`	`rint`	1
`attr`	`sinc`	1
`attr`	`log2`	1
`attr`	`negative`	1
`attr`	`tanh`	1
`attr`	`iscomplex`	1
`attr`	`arctan`	1
`attr`	`floor_divide`	1
`func`	`angle`	3
`attr`	`real`	1
`attr`	`conj`	1
`attr`	`imag`	1
`attr`	`log1p`	1
`attr`	`greater_equal`	1
`attr`	`equal`	1
`attr`	`log10`	1
`attr`	`less`	1
`attr`	`cbrt`	1
`attr`	`fmin`	1
`attr`	`logaddexp2`	1
`attr`	`bitwise_not`	1
`attr`	`multiply`	1
`attr`	`fabs`	1
`attr`	`log`	1
`attr`	`sqrt`	1
`attr`	`ceil`	1
`attr`	`logical_xor`	1
`attr`	`clip`	1
`func`	`frompyfunc`	4
`attr`	`sign`	1
`attr`	`maximum`	1
`attr`	`reciprocal`	1
`attr`	`square`	1
`attr`	`positive`	1
`attr`	`fmax`	1
`attr`	`fmod`	1
`attr`	`arcsinh`	1
`func`	`divmod`	3
`attr`	`tan`	1
`attr`	`right_shift`	1
`func`	`frexp`	2
`attr`	`arccosh`	1
`attr`	`cosh`	1
`attr`	`sin`	1
`attr`	`mod`	1
`attr`	`ldexp`	1
`attr`	`expm1`	1
`attr`	`floor`	1
`attr`	`bitwise_and`	1
`attr`	`hypot`	1
`attr`	`exp2`	1
`attr`	`isposinf`	1
`attr`	`isfinite`	1
`attr`	`radians`	1
`attr`	`greater`	1
`attr`	`exp`	1
`attr`	`spacing`	1
`attr`	`bitwise_xor`	1
`attr`	`power`	1
`attr`	`sinh`	1
`attr`	`less_equal`	1
`func`	`modf`	2
`attr`	`arctan2`	1
`attr`	`logical_or`	1
`attr`	`nextafter`	1
`attr`	`isreal`	1
`attr`	`deg2rad`	1
`attr`	`nan_to_num`	1
`attr`	`add`	1
`attr`	`cos`	1
`attr`	`subtract`	1
`attr`	`remainder`	1
`attr`	`absolute`	1
`attr`	`i0`	1

dask.array._reductions_generic (15 missing, 0 any)

	Symbol	Typable	Typed	Any
`func`	`reduction`	15	0	0

dask.array._shuffle (2 missing, 0 any)

	Symbol	Typable	Typed	Any
`func`	`shuffle`	5	3	0

dask.array.backends (51 missing, 0 any)

	Symbol	Typable	Typed
`func`	`sparse_take`	4	0
`func`	`register_cupyx`	1	0
`func`	`percentile`	4	0
`meth`	`NumpyBackendEntrypoint.to_backend_dispatch`	1	0
`meth`	`NumpyBackendEntrypoint.to_backend`	3	1
`prop`	`NumpyBackendEntrypoint.RandomState`	1	0
`prop`	`NumpyBackendEntrypoint.default_bit_generator`	1	0
`func`	`to_numpy_dispatch_from_numpy`	3	0
`attr`	`array_creation_dispatch`	1	0
`meth`	`ArrayBackendEntrypoint.ones`	5	0
`meth`	`ArrayBackendEntrypoint.zeros`	5	0
`meth`	`ArrayBackendEntrypoint.empty`	5	0
`meth`	`ArrayBackendEntrypoint.full`	6	0
`meth`	`ArrayBackendEntrypoint.arange`	7	0
`prop`	`ArrayBackendEntrypoint.RandomState`	1	0
`prop`	`ArrayBackendEntrypoint.default_bit_generator`	1	0
`func`	`register_sparse`	1	0
`func`	`register_scipy_sparse`	1	0
`func`	`register_cupy`	1	0

dask.array.blockwise (16 missing, 0 any)

	Symbol	Typable	Typed	Any
`func`	`blockwise`	13	0	0
`func`	`atop`	3	0	0

dask.array.chunk (73 missing, 0 any)

	Symbol	Typable
`func`	`argtopk_preprocess`	3
`func`	`argtopk_aggregate`	5
`func`	`keepdims_wrapper`	2
`func`	`getitem`	3
`func`	`argtopk`	5
`attr`	`argmax`	1
`func`	`trim`	3
`func`	`coarsen`	6
`attr`	`argmin`	1
`func`	`topk_aggregate`	5
`func`	`linspace`	6
`func`	`slice_with_int_dask_array_aggregate`	5
`func`	`arange`	7
`func`	`view`	4
`func`	`astype`	4
`attr`	`nanargmax`	1
`func`	`topk`	5
`attr`	`nanargmin`	1
`func`	`slice_with_int_dask_array`	6

dask.array.chunk_types (6 missing, 0 any)

	Symbol	Typable
`func`	`is_valid_array_chunk`	2
`func`	`is_valid_chunk_type`	2
`func`	`register_chunk_type`	2

dask.array.core (558 missing, 6 any)

	Symbol	Typable	Typed	Any
`func`	`from_func`	7	0	0
`func`	`from_zarr`	8	0	0
`attr`	`xr`	1	0	0
`func`	`to_hdf5`	5	0	0
`func`	`load_store_chunk`	8	8	4
`func`	`from_delayed`	6	0	0
`func`	`normalize_chunks_cached`	6	0	0
`func`	`check_if_handled_given_other`	2	0	0
`meth`	`BlockView.init`	2	1	0
`meth`	`BlockView.getitem`	2	2	1
`func`	`broadcast_arrays`	3	0	0
`func`	`round_to`	3	0	0
`func`	`common_blockdim`	2	0	0
`func`	`stack`	4	0	0
`func`	`dotmany`	6	0	0
`func`	`store`	9	7	0
`func`	`from_array`	10	0	0
`attr`	`CHUNKS_NONE_ERROR_MESSAGE`	1	0	0
`func`	`normalize_arg`	2	0	0
`func`	`from_npy_stack`	3	0	0
`attr`	`DEFAULT_GET`	1	0	0
`func`	`apply_and_enforce`	3	0	0
`func`	`concatenate_shaped`	3	0	0
`func`	`broadcast_chunks`	2	0	0
`func`	`load_chunk`	5	5	1
`func`	`getter`	5	0	0
`func`	`concatenate_axes`	3	0	0
`func`	`ensure_int`	2	0	0
`func`	`block`	3	0	0
`func`	`asarray`	7	0	0
`func`	`concatenate3`	2	0	0
`func`	`chunks_from_arrays`	2	0	0
`func`	`handle_out`	3	0	0
`func`	`to_zarr`	10	0	0
`meth`	`Array.new`	7	0	0
`meth`	`Array.reduce`	1	0	0
`meth`	`Array.dask_tokenize`	1	0	0
`meth`	`Array.dask_postcompute`	1	0	0
`meth`	`Array.dask_postpersist`	1	0	0
`meth`	`Array.rebuild`	3	0	0
`meth`	`Array._reset_cache`	2	0	0
`meth`	`Array.compute_chunk_sizes`	1	0	0
`meth`	`Array.__len__`	1	0	0
`meth`	`Array.__array_ufunc__`	5	0	0
`meth`	`Array.__repr__`	1	0	0
`meth`	`Array._repr_html`	1	0	0
`meth`	`Array.iter`	1	0	0
`meth`	`Array.array`	4	0	0
`meth`	`Array.array_function`	5	0	0
`meth`	`Array.store`	3	0	0
`meth`	`Array.to_svg`	2	0	0
`meth`	`Array.to_hdf5`	4	0	0
`meth`	`Array.to_dask_dataframe`	4	0	0
`meth`	`Array.to_backend`	3	1	0
`meth`	`Array.bool`	1	0	0
`meth`	`Array.nonzero`	1	0	0
`meth`	`Array._scalarfunc`	2	0	0
`meth`	`Array.int`	1	0	0
`meth`	`Array.long`	1	0	0
`meth`	`Array.float`	1	0	0
`meth`	`Array.complex`	1	0	0
`meth`	`Array.index`	1	0	0
`meth`	`Array.setitem`	3	0	0
`meth`	`Array.getitem`	2	0	0
`meth`	`Array._vindex`	2	0	0
`meth`	`Array.dot`	2	0	0
`meth`	`Array.transpose`	2	0	0
`meth`	`Array.ravel`	1	0	0
`meth`	`Array.flatten`	1	0	0
`meth`	`Array.choose`	2	0	0
`meth`	`Array.reshape`	4	0	0
`meth`	`Array.topk`	4	0	0
`meth`	`Array.argtopk`	4	0	0
`meth`	`Array.astype`	3	0	0
`meth`	`Array.abs`	1	0	0
`meth`	`Array.add`	2	0	0
`meth`	`Array.radd`	2	0	0
`meth`	`Array.and`	2	0	0
`meth`	`Array.rand`	2	0	0
`meth`	`Array.div`	2	0	0
`meth`	`Array.rdiv`	2	0	0
`meth`	`Array.eq`	2	0	0
`meth`	`Array.gt`	2	0	0
`meth`	`Array.ge`	2	0	0
`meth`	`Array.invert`	1	0	0
`meth`	`Array.lshift`	2	0	0
`meth`	`Array.rlshift`	2	0	0
`meth`	`Array.lt`	2	0	0
`meth`	`Array.le`	2	0	0
`meth`	`Array.mod`	2	0	0
`meth`	`Array.rmod`	2	0	0
`meth`	`Array.mul`	2	0	0
`meth`	`Array.rmul`	2	0	0
`meth`	`Array.ne`	2	0	0
`meth`	`Array.neg`	1	0	0
`meth`	`Array.or`	2	0	0
`meth`	`Array.pos`	1	0	0
`meth`	`Array.ror`	2	0	0
`meth`	`Array.pow`	2	0	0
`meth`	`Array.rpow`	2	0	0
`meth`	`Array.rshift`	2	0	0
`meth`	`Array.rrshift`	2	0	0
`meth`	`Array.sub`	2	0	0
`meth`	`Array.rsub`	2	0	0
`meth`	`Array.truediv`	2	0	0
`meth`	`Array.rtruediv`	2	0	0
`meth`	`Array.floordiv`	2	0	0
`meth`	`Array.rfloordiv`	2	0	0
`meth`	`Array.xor`	2	0	0
`meth`	`Array.rxor`	2	0	0
`meth`	`Array.matmul`	2	0	0
`meth`	`Array.rmatmul`	2	0	0
`meth`	`Array.divmod`	2	0	0
`meth`	`Array.rdivmod`	2	0	0
`meth`	`Array.any`	5	0	0
`meth`	`Array.all`	5	0	0
`meth`	`Array.min`	5	0	0
`meth`	`Array.max`	5	0	0
`meth`	`Array.argmin`	5	0	0
`meth`	`Array.argmax`	5	0	0
`meth`	`Array.sum`	6	0	0
`meth`	`Array.trace`	5	0	0
`meth`	`Array.prod`	6	0	0
`meth`	`Array.mean`	6	0	0
`meth`	`Array.std`	7	0	0
`meth`	`Array.var`	7	0	0
`meth`	`Array.moment`	8	0	0
`meth`	`Array.map_blocks`	4	0	0
`meth`	`Array.map_overlap`	6	0	0
`meth`	`Array.cumsum`	5	0	0
`meth`	`Array.cumprod`	5	0	0
`meth`	`Array.squeeze`	2	0	0
`meth`	`Array.rechunk`	6	0	0
`meth`	`Array.shuffle`	4	3	0
`meth`	`Array.conj`	1	0	0
`meth`	`Array.clip`	3	0	0
`meth`	`Array.view`	3	0	0
`meth`	`Array.swapaxes`	3	0	0
`meth`	`Array.round`	2	0	0
`meth`	`Array.copy`	1	0	0
`meth`	`Array.deepcopy`	2	0	0
`meth`	`Array.to_delayed`	2	0	0
`meth`	`Array.repeat`	3	0	0
`meth`	`Array.nonzero`	1	0	0
`meth`	`Array.to_zarr`	3	0	0
`meth`	`Array.to_tiledb`	4	0	0
`prop`	`Array._key_array`	1	0	0
`prop`	`Array.numblocks`	1	0	0
`prop`	`Array.npartitions`	1	0	0
`prop`	`Array.dtype`	1	0	0
`prop`	`Array._chunks`	2	0	0
`prop`	`Array.chunks`	2	0	0
`prop`	`Array._name`	2	0	0
`prop`	`Array.name`	2	0	0
`prop`	`Array._elemwise`	1	0	0
`prop`	`Array.vindex`	1	0	0
`prop`	`Array.blocks`	1	0	0
`prop`	`Array.partitions`	1	0	0
`prop`	`Array.A`	1	0	0
`prop`	`Array.T`	1	0	0
`prop`	`Array.real`	1	0	0
`prop`	`Array.imag`	1	0	0
`attr`	`Array.dask_optimize`	1	0	0
`attr`	`Array.dask_scheduler`	1	0	0
`func`	`interleave_none`	3	0	0
`func`	`to_npy_stack`	4	0	0
`func`	`asanyarray`	6	0	0
`func`	`auto_chunks`	6	0	0
`func`	`slices_from_chunks`	2	0	0
`func`	`apply_infer_dtype`	7	0	0
`func`	`offset_func`	4	0	0
`func`	`shapelist`	2	0	0
`func`	`new_da_object`	6	0	0
`func`	`broadcast_to`	5	0	0
`func`	`transposelist`	4	0	0
`func`	`unpack_singleton`	2	0	0
`func`	`elemwise`	8	0	0
`func`	`concatenate`	4	0	0
`func`	`finalize`	2	0	0
`func`	`deepfirst`	2	0	0
`func`	`unify_chunks`	3	0	0
`func`	`normalize_chunks`	6	0	0
`attr`	`ARRAY_TEMPLATE`	1	0	0
`func`	`graph_from_arraylike`	10	1	0
`func`	`map_blocks`	12	0	0
`func`	`getter_inline`	5	0	0
`func`	`broadcast_shapes`	2	0	0
`func`	`keyname`	4	0	0
`func`	`getter_nofancy`	5	0	0
`func`	`blockdims_from_blockshape`	3	0	0
`func`	`is_scalar_for_elemwise`	2	0	0
`func`	`implements`	2	0	0

dask.array.creation (134 missing, 0 any)

	Symbol	Typable	Typed
`func`	`empty_like`	7	0
`func`	`diagonal`	5	0
`func`	`pad_reuse`	5	0
`func`	`get_pad_shapes_chunks`	5	0
`func`	`tile`	3	0
`func`	`pad_stats`	5	0
`func`	`pad_udf`	5	0
`func`	`linspace`	8	0
`func`	`linear_ramp_chunk`	6	0
`func`	`tri`	7	0
`func`	`expand_pad_value`	3	0
`func`	`pad_edge`	5	0
`func`	`zeros_like`	7	0
`func`	`eye`	6	0
`func`	`full_like`	8	0
`func`	`fromfunction`	6	0
`func`	`diag`	3	0
`func`	`arange`	7	0
`func`	`ones_like`	7	0
`func`	`to_backend`	4	2
`func`	`wrapped_pad_func`	6	0
`func`	`repeat`	4	0
`func`	`meshgrid`	5	0
`func`	`indices`	4	0
`func`	`pad`	5	0

dask.array.cupy_entry_point (22 missing, 0 any)

	Symbol	Typable	Typed
`meth`	`CupyBackendEntrypoint.init`	1	0
`meth`	`CupyBackendEntrypoint.to_backend_dispatch`	1	0
`meth`	`CupyBackendEntrypoint.to_backend`	3	1
`meth`	`CupyBackendEntrypoint.ones`	3	0
`meth`	`CupyBackendEntrypoint.zeros`	3	0
`meth`	`CupyBackendEntrypoint.empty`	3	0
`meth`	`CupyBackendEntrypoint.full`	3	0
`meth`	`CupyBackendEntrypoint.arange`	4	0
`prop`	`CupyBackendEntrypoint.RandomState`	1	0
`prop`	`CupyBackendEntrypoint.default_bit_generator`	1	0

dask.array.dispatch (11 missing, 0 any)

	Symbol	Typable
`attr`	`divide_lookup`	1
`attr`	`percentile_lookup`	1
`attr`	`einsum_lookup`	1
`attr`	`empty_lookup`	1
`attr`	`tensordot_lookup`	1
`attr`	`to_cupy_dispatch`	1
`attr`	`concatenate_lookup`	1
`attr`	`numel_lookup`	1
`attr`	`to_numpy_dispatch`	1
`attr`	`nannumel_lookup`	1
`attr`	`take_lookup`	1

dask.array.einsumfuncs (12 missing, 0 any)

	Symbol	Typable
`attr`	`einsum_symbols_set`	1
`func`	`einsum`	6
`func`	`chunk_einsum`	3
`func`	`parse_einsum_input`	2

dask.array.fft (33 missing, 0 any)

	Symbol	Typable
`attr`	`irfft`	1
`attr`	`rfftn`	1
`attr`	`hfft`	1
`func`	`ifftshift`	3
`attr`	`fft`	1
`func`	`fftshift`	3
`func`	`rfftfreq`	4
`attr`	`ihfft`	1
`attr`	`rfft`	1
`attr`	`irfftn`	1
`attr`	`rfft2`	1
`attr`	`ifft2`	1
`attr`	`fftn`	1
`attr`	`ifftn`	1
`attr`	`ifft`	1
`func`	`fftfreq`	4
`func`	`fft_wrap`	5
`attr`	`fft2`	1
`attr`	`irfft2`	1

dask.array.gufunc (41 missing, 0 any)

	Symbol	Typable
`func`	`as_gufunc`	3
`meth`	`gufunc.init`	11
`meth`	`gufunc.call`	4
`attr`	`gufunc.pyfunc`	1
`attr`	`gufunc.signature`	1
`attr`	`gufunc.vectorize`	1
`attr`	`gufunc.axes`	1
`attr`	`gufunc.axis`	1
`attr`	`gufunc.keepdims`	1
`attr`	`gufunc.output_sizes`	1
`attr`	`gufunc.output_dtypes`	1
`attr`	`gufunc.allow_rechunk`	1
`attr`	`gufunc.meta`	1
`func`	`apply_gufunc`	13

dask.array.image (6 missing, 0 any)

	Symbol	Typable	Typed	Any
`func`	`imread`	4	0	0
`func`	`add_leading_dimension`	2	0	0

dask.array.linalg (58 missing, 0 any)

	Symbol	Typable
`func`	`solve_triangular`	4
`func`	`qr`	2
`func`	`compression_matrix`	8
`func`	`cholesky`	3
`func`	`svd`	3
`func`	`lu`	2
`func`	`tsqr`	4
`func`	`svd_compressed`	9
`func`	`solve`	5
`func`	`sfqr`	3
`func`	`lstsq`	3
`func`	`compression_level`	5
`func`	`inv`	2
`func`	`norm`	5

dask.array.ma (73 missing, 0 any)

	Symbol	Typable
`attr`	`masked_less`	1
`func`	`masked_where`	3
`func`	`masked_equal`	3
`func`	`empty_like`	3
`func`	`masked_invalid`	2
`func`	`masked_outside`	4
`attr`	`masked_greater_equal`	1
`attr`	`masked_less_equal`	1
`func`	`where`	4
`attr`	`masked_not_equal`	1
`func`	`getmaskarray`	2
`func`	`filled`	3
`func`	`average`	6
`func`	`normalize_masked_array`	2
`func`	`masked_array`	5
`func`	`zeros_like`	3
`attr`	`masked_greater`	1
`func`	`set_fill_value`	3
`func`	`getdata`	2
`func`	`masked_inside`	4
`func`	`masked_values`	6
`func`	`ones_like`	3
`func`	`fix_invalid`	3
`func`	`nonzero`	2
`func`	`count`	5

dask.array.numpy_compat (14 missing, 0 any)

	Symbol	Typable
`func`	`rollaxis`	4
`func`	`divide`	5
`func`	`moveaxis`	4
`attr`	`ma_divide`	1

dask.array.optimization (12 missing, 0 any)

	Symbol	Typable
`func`	`optimize`	4
`func`	`fuse_slice`	3
`func`	`normalize_slice`	2
`func`	`check_for_nonfusible_fancy_indexing`	3

dask.array.overlap (71 missing, 0 any)

	Symbol	Typable
`func`	`push`	4
`func`	`coerce_depth_type`	3
`func`	`overlap_internal`	3
`func`	`coerce_boundary`	3
`func`	`trim_internal`	4
`func`	`add_dummy_padding`	4
`func`	`coerce_depth`	3
`func`	`map_overlap`	9
`func`	`boundaries`	4
`func`	`ensure_minimum_chunksize`	3
`func`	`trim_overlap`	4
`func`	`nearest`	4
`func`	`constant`	5
`func`	`periodic`	4
`func`	`reflect`	4
`func`	`overlap`	5
`func`	`sliding_window_view`	5

dask.array.percentile (17 missing, 0 any)

	Symbol	Typable
`func`	`nanpercentile`	4
`func`	`percentile`	6
`func`	`merge_percentiles`	7

dask.array.random (483 missing, 0 any)

	Symbol	Typable
`attr`	`gumbel`	1
`attr`	`randint`	1
`meth`	`RandomState.init`	3
`meth`	`RandomState.seed`	2
`meth`	`RandomState.beta`	6
`meth`	`RandomState.binomial`	6
`meth`	`RandomState.chisquare`	5
`meth`	`RandomState.choice`	6
`meth`	`RandomState.exponential`	5
`meth`	`RandomState.f`	6
`meth`	`RandomState.gamma`	6
`meth`	`RandomState.geometric`	5
`meth`	`RandomState.gumbel`	6
`meth`	`RandomState.hypergeometric`	7
`meth`	`RandomState.laplace`	6
`meth`	`RandomState.logistic`	6
`meth`	`RandomState.lognormal`	6
`meth`	`RandomState.logseries`	5
`meth`	`RandomState.multinomial`	6
`meth`	`RandomState.negative_binomial`	6
`meth`	`RandomState.noncentral_chisquare`	6
`meth`	`RandomState.noncentral_f`	7
`meth`	`RandomState.normal`	6
`meth`	`RandomState.pareto`	5
`meth`	`RandomState.permutation`	2
`meth`	`RandomState.poisson`	5
`meth`	`RandomState.power`	5
`meth`	`RandomState.randint`	7
`meth`	`RandomState.random_integers`	6
`meth`	`RandomState.random_sample`	4
`meth`	`RandomState.random`	4
`meth`	`RandomState.rayleigh`	5
`meth`	`RandomState.standard_cauchy`	4
`meth`	`RandomState.standard_exponential`	4
`meth`	`RandomState.standard_gamma`	5
`meth`	`RandomState.standard_normal`	4
`meth`	`RandomState.standard_t`	5
`meth`	`RandomState.tomaxint`	4
`meth`	`RandomState.triangular`	7
`meth`	`RandomState.uniform`	6
`meth`	`RandomState.vonmises`	6
`meth`	`RandomState.wald`	6
`meth`	`RandomState.weibull`	5
`meth`	`RandomState.zipf`	5
`prop`	`RandomState._backend`	1
`attr`	`laplace`	1
`attr`	`random`	1
`attr`	`f`	1
`attr`	`multinomial`	1
`attr`	`zipf`	1
`attr`	`standard_exponential`	1
`attr`	`noncentral_chisquare`	1
`attr`	`standard_gamma`	1
`attr`	`standard_cauchy`	1
`attr`	`geometric`	1
`attr`	`beta`	1
`attr`	`wald`	1
`attr`	`rayleigh`	1
`attr`	`seed`	1
`attr`	`lognormal`	1
`attr`	`poisson`	1
`attr`	`weibull`	1
`attr`	`vonmises`	1
`attr`	`logseries`	1
`attr`	`noncentral_f`	1
`attr`	`standard_t`	1
`attr`	`chisquare`	1
`attr`	`random_sample`	1
`func`	`default_rng`	2
`attr`	`triangular`	1
`attr`	`pareto`	1
`attr`	`power`	1
`attr`	`standard_normal`	1
`attr`	`uniform`	1
`attr`	`choice`	1
`attr`	`gamma`	1
`meth`	`Generator.init`	2
`meth`	`Generator.str`	1
`meth`	`Generator.beta`	6
`meth`	`Generator.binomial`	6
`meth`	`Generator.chisquare`	5
`meth`	`Generator.choice`	8
`meth`	`Generator.exponential`	5
`meth`	`Generator.f`	6
`meth`	`Generator.gamma`	6
`meth`	`Generator.geometric`	5
`meth`	`Generator.gumbel`	6
`meth`	`Generator.hypergeometric`	7
`meth`	`Generator.integers`	8
`meth`	`Generator.laplace`	6
`meth`	`Generator.logistic`	6
`meth`	`Generator.lognormal`	6
`meth`	`Generator.logseries`	5
`meth`	`Generator.multinomial`	6
`meth`	`Generator.multivariate_hypergeometric`	7
`meth`	`Generator.negative_binomial`	6
`meth`	`Generator.noncentral_chisquare`	6
`meth`	`Generator.noncentral_f`	7
`meth`	`Generator.normal`	6
`meth`	`Generator.pareto`	5
`meth`	`Generator.permutation`	2
`meth`	`Generator.poisson`	5
`meth`	`Generator.power`	5
`meth`	`Generator.random`	6
`meth`	`Generator.rayleigh`	5
`meth`	`Generator.standard_cauchy`	4
`meth`	`Generator.standard_exponential`	4
`meth`	`Generator.standard_gamma`	5
`meth`	`Generator.standard_normal`	4
`meth`	`Generator.standard_t`	5
`meth`	`Generator.triangular`	7
`meth`	`Generator.uniform`	6
`meth`	`Generator.vonmises`	6
`meth`	`Generator.wald`	6
`meth`	`Generator.weibull`	5
`meth`	`Generator.zipf`	5
`prop`	`Generator._backend_name`	1
`prop`	`Generator._backend`	1
`attr`	`exponential`	1
`attr`	`random_integers`	1
`attr`	`hypergeometric`	1
`attr`	`binomial`	1
`attr`	`logistic`	1
`attr`	`negative_binomial`	1
`attr`	`permutation`	1
`attr`	`normal`	1

dask.array.rechunk (45 missing, 0 any)

	Symbol	Typable
`func`	`plan_rechunk`	6
`func`	`cumdims_label`	3
`func`	`divide_to_width`	3
`func`	`find_split_rechunk`	4
`func`	`format_plan`	2
`func`	`old_to_new`	3
`func`	`intersect_chunks`	3
`func`	`rechunk`	7
`func`	`find_merge_rechunk`	4
`func`	`format_blocks`	2
`func`	`estimate_graph_size`	3
`func`	`format_chunks`	2
`func`	`merge_to_number`	3

dask.array.reductions (331 missing, 0 any)

	Symbol	Typable
`func`	`std`	8
`func`	`nanstd`	8
`func`	`moment`	9
`func`	`nanmax`	6
`func`	`any`	6
`func`	`prod`	7
`func`	`nanmin`	6
`func`	`nansum`	7
`func`	`sum`	7
`func`	`all`	6
`func`	`quantile`	10
`func`	`min`	6
`func`	`nanquantile`	10
`func`	`nanprod`	7
`func`	`var`	8
`func`	`nanmean`	7
`func`	`nanvar`	8
`func`	`mean`	7
`func`	`max`	6
`func`	`numel`	3
`func`	`nanarg_agg`	6
`func`	`divide`	4
`func`	`chunk_min`	4
`func`	`moment_chunk`	9
`func`	`argtopk`	5
`func`	`arg_agg`	6
`func`	`argmax`	6
`func`	`cumsum`	6
`func`	`cumreduction`	10
`func`	`prefixscan_blelloch`	8
`func`	`arg_combine`	5
`func`	`trace`	6
`func`	`mean_agg`	6
`func`	`chunk_max`	4
`func`	`median`	5
`func`	`nancumsum`	6
`func`	`moment_combine`	9
`func`	`mean_chunk`	7
`func`	`nancumprod`	6
`func`	`argmin`	6
`func`	`safe_sqrt`	2
`func`	`arg_reduction`	9
`func`	`arg_chunk`	6
`func`	`mean_combine`	8
`func`	`nanmedian`	5
`func`	`nannumel`	3
`func`	`nanargmax`	6
`func`	`topk`	5
`func`	`nanargmin`	6
`func`	`moment_agg`	9
`func`	`cumprod`	6

dask.array.reshape (16 missing, 0 any)

	Symbol	Typable
`func`	`reshape_rechunk`	5
`func`	`expand_tuple`	3
`func`	`reshape`	5
`func`	`contract_tuple`	3

dask.array.routines (295 missing, 0 any)

	Symbol	Typable
`func`	`atleast_2d`	2
`func`	`tril_indices`	5
`func`	`dot`	3
`func`	`transpose`	3
`func`	`diff`	6
`func`	`tril`	3
`func`	`atleast_1d`	2
`func`	`isnull`	2
`func`	`coarsen`	6
`func`	`where`	4
`func`	`shape`	2
`func`	`iscomplexobj`	2
`func`	`ravel`	2
`func`	`extract`	3
`func`	`flatnonzero`	2
`func`	`roll`	4
`func`	`append`	4
`func`	`digitize`	4
`func`	`isnonzero`	2
`func`	`rot90`	4
`func`	`gradient`	5
`func`	`swapaxes`	4
`func`	`searchsorted`	5
`func`	`result_type`	2
`func`	`insert`	5
`func`	`hstack`	3
`func`	`unravel_index`	4
`func`	`dstack`	3
`func`	`ptp`	3
`func`	`count_nonzero`	3
`func`	`unique`	5
`func`	`piecewise`	6
`func`	`round`	3
`func`	`notnull`	2
`func`	`select`	4
`func`	`vstack`	3
`func`	`bincount`	5
`func`	`ediff1d`	4
`func`	`allclose`	6
`func`	`take`	4
`func`	`isin`	5
`func`	`squeeze`	3
`func`	`outer`	3
`func`	`triu`	3
`func`	`apply_along_axis`	8
`func`	`around`	3
`func`	`average`	6
`func`	`cov`	9
`func`	`triu_indices_from`	3
`func`	`variadic_choose`	3
`func`	`fliplr`	2
`func`	`histogram2d`	8
`func`	`delete`	4
`func`	`tril_indices_from`	3
`func`	`vdot`	3
`func`	`expand_dims`	3
`func`	`tensordot`	4
`func`	`union1d`	3
`func`	`flipud`	2
`func`	`isclose`	6
`func`	`atleast_3d`	2
`func`	`argwhere`	2
`func`	`apply_over_axes`	4
`func`	`ndim`	2
`func`	`array`	5
`func`	`matmul`	3
`func`	`compress`	4
`func`	`corrcoef`	4
`func`	`choose`	3
`func`	`histogram`	7
`func`	`triu_indices`	5
`func`	`flip`	3
`func`	`histogramdd`	7
`func`	`ravel_multi_index`	5
`func`	`unique_no_structured_arr`	5
`func`	`nonzero`	2
`func`	`split_at_breaks`	4

dask.array.slicing (91 missing, 0 any)

	Symbol	Typable
`func`	`replace_ellipsis`	3
`attr`	`colon`	1
`func`	`concatenate_array_chunks`	2
`func`	`partition_by_size`	3
`func`	`take`	6
`func`	`normalize_index`	3
`func`	`slice_with_int_dask_array_on_axis`	4
`func`	`slice_slices_and_integers`	6
`func`	`expander`	2
`func`	`slice_with_bool_dask_array`	3
`func`	`slice_wrap_lists`	6
`func`	`setitem_array`	5
`func`	`slice_with_newaxes`	5
`func`	`slice_array`	5
`func`	`parse_assignment_indices`	3
`func`	`new_blockdim`	4
`func`	`issorted`	2
`func`	`posify_index`	3
`func`	`shuffle_slice`	3
`func`	`getitem_variadic`	3
`func`	`normalize_slice`	3
`func`	`slice_with_int_dask_array`	3
`func`	`check_index`	4
`func`	`setitem`	4
`func`	`sanitize_index`	2
`func`	`make_block_sorted_slices`	3

dask.array.stats (56 missing, 0 any)

	Symbol	Typable
`func`	`kurtosistest`	4
`func`	`power_divergence`	6
`func`	`skew`	5
`func`	`normaltest`	4
`func`	`skewtest`	4
`func`	`ttest_ind`	5
`func`	`f_oneway`	2
`func`	`ttest_1samp`	5
`func`	`moment`	5
`func`	`ttest_rel`	5
`func`	`chisquare`	5
`func`	`kurtosis`	6

dask.array.svg (42 missing, 0 any)

	Symbol	Typable
`func`	`svg_lines`	6
`func`	`grid_points`	3
`func`	`svg_2d`	6
`func`	`svg_nd`	3
`func`	`svg_1d`	4
`func`	`svg_3d`	5
`func`	`draw_sizes`	3
`func`	`svg_grid`	6
`func`	`ratio_response`	2
`func`	`svg`	4

dask.array.tiledb_io (14 missing, 0 any)

	Symbol	Typable	Typed	Any
`func`	`from_tiledb`	6	0	0
`func`	`to_tiledb`	8	0	0

dask.array.ufunc (138 missing, 0 any)

	Symbol	Typable
`attr`	`divide`	1
`attr`	`rad2deg`	1
`attr`	`logical_xor`	1
`attr`	`trunc`	1
`attr`	`isneginf`	1
`func`	`frompyfunc`	4
`attr`	`clip`	1
`attr`	`sign`	1
`attr`	`degrees`	1
`attr`	`logical_and`	1
`attr`	`bitwise_or`	1
`func`	`wrap_elemwise`	3
`attr`	`reciprocal`	1
`attr`	`maximum`	1
`attr`	`conjugate`	1
`attr`	`arctanh`	1
`attr`	`square`	1
`attr`	`isnan`	1
`attr`	`left_shift`	1
`attr`	`positive`	1
`attr`	`fix`	1
`attr`	`signbit`	1
`attr`	`arcsin`	1
`attr`	`fmax`	1
`attr`	`float_power`	1
`attr`	`logaddexp`	1
`attr`	`fmod`	1
`attr`	`arcsinh`	1
`attr`	`minimum`	1
`attr`	`arccos`	1
`attr`	`logical_not`	1
`attr`	`not_equal`	1
`attr`	`true_divide`	1
`func`	`divmod`	3
`attr`	`tan`	1
`attr`	`copysign`	1
`attr`	`isinf`	1
`attr`	`right_shift`	1
`attr`	`rint`	1
`func`	`frexp`	2
`meth`	`da_frompyfunc.init`	4
`meth`	`da_frompyfunc.repr`	1
`meth`	`da_frompyfunc.dask_tokenize`	1
`meth`	`da_frompyfunc.reduce`	1
`meth`	`da_frompyfunc.call`	3
`meth`	`da_frompyfunc.getattr`	2
`meth`	`da_frompyfunc.dir`	1
`attr`	`da_frompyfunc.nin`	1
`attr`	`da_frompyfunc.nout`	1
`attr`	`arccosh`	1
`attr`	`sinc`	1
`attr`	`log2`	1
`attr`	`negative`	1
`attr`	`cosh`	1
`attr`	`sin`	1
`attr`	`mod`	1
`attr`	`ldexp`	1
`attr`	`tanh`	1
`attr`	`iscomplex`	1
`attr`	`expm1`	1
`attr`	`arctan`	1
`attr`	`floor`	1
`attr`	`bitwise_and`	1
`attr`	`hypot`	1
`attr`	`floor_divide`	1
`attr`	`isposinf`	1
`attr`	`exp2`	1
`attr`	`isfinite`	1
`attr`	`radians`	1
`func`	`angle`	3
`attr`	`real`	1
`attr`	`greater`	1
`attr`	`exp`	1
`attr`	`conj`	1
`attr`	`imag`	1
`attr`	`spacing`	1
`attr`	`log1p`	1
`attr`	`bitwise_xor`	1
`attr`	`power`	1
`attr`	`sinh`	1
`attr`	`less_equal`	1
`func`	`modf`	2
`attr`	`arctan2`	1
`attr`	`logical_or`	1
`attr`	`greater_equal`	1
`attr`	`nextafter`	1
`attr`	`equal`	1
`attr`	`log10`	1
`attr`	`isreal`	1
`attr`	`less`	1
`attr`	`deg2rad`	1
`attr`	`cbrt`	1
`attr`	`nan_to_num`	1
`attr`	`add`	1
`attr`	`fmin`	1
`attr`	`logaddexp2`	1
`attr`	`bitwise_not`	1
`meth`	`ufunc.init`	2
`meth`	`ufunc.dask_tokenize`	1
`meth`	`ufunc.getattr`	2
`meth`	`ufunc.dir`	1
`meth`	`ufunc.repr`	1
`meth`	`ufunc.call`	3
`meth`	`ufunc.outer`	4
`attr`	`subtract`	1
`attr`	`cos`	1
`attr`	`multiply`	1
`attr`	`fabs`	1
`attr`	`log`	1
`attr`	`sqrt`	1
`attr`	`remainder`	1
`attr`	`absolute`	1
`attr`	`i0`	1
`attr`	`ceil`	1

dask.array.utils (71 missing, 0 any)

	Symbol	Typable
`func`	`assert_eq`	13
`func`	`svd_flip`	4
`func`	`array_safe`	4
`func`	`scipy_linalg_safe`	4
`func`	`allclose`	5
`func`	`safe_wraps`	3
`func`	`validate_axis`	3
`func`	`arange_safe`	4
`func`	`same_keys`	3
`func`	`compute_meta`	5
`func`	`normalize_to_array`	2
`func`	`asarray_safe`	4
`func`	`assert_eq_shape`	5
`func`	`solve_triangular_safe`	4
`func`	`meta_from_array`	4
`func`	`asanyarray_safe`	4

dask.array.wrap (31 missing, 0 any)

	Symbol	Typable
`func`	`wrap_func_like`	4
`attr`	`zeros`	1
`func`	`full_like`	5
`attr`	`w`	1
`attr`	`w_like`	1
`attr`	`empty_like`	1
`func`	`wrap_func_shape_as_first_arg`	4
`func`	`wrap`	5
`func`	`full`	5
`attr`	`ones`	1
`attr`	`empty`	1
`func`	`broadcast_trick`	2

dask.backends (8 missing, 0 any)

	Symbol	Typable	Typed
`func`	`detect_entrypoints`	2	0
`meth`	`DaskBackendEntrypoint.to_backend_dispatch`	1	0
`meth`	`DaskBackendEntrypoint.to_backend`	2	0
`meth`	`CreationDispatch.init`	6	5
`meth`	`CreationDispatch.dispatch`	2	1
`meth`	`CreationDispatch.getattr`	2	1

dask.bag.avro (33 missing, 0 any)

	Symbol	Typable
`func`	`read_avro`	5
`func`	`open_head`	4
`func`	`read_bytes`	2
`func`	`read_header`	2
`func`	`read_chunk`	5
`func`	`read_long`	2
`func`	`to_avro`	11
`func`	`read_file`	2

dask.bag.chunk (18 missing, 0 any)

	Symbol	Typable
`func`	`var_aggregate`	3
`func`	`groupby_tasks_group_hash`	4
`func`	`getitem`	3
`func`	`var_chunk`	2
`func`	`barrier`	2
`func`	`foldby_combine2`	4

dask.bag.core (308 missing, 0 any)

	Symbol	Typable	Typed
`func`	`concat`	2	0
`func`	`to_textfiles`	10	0
`func`	`bag_map`	4	0
`func`	`bag_range`	3	0
`func`	`from_delayed`	2	0
`func`	`from_sequence`	4	0
`func`	`bag_zip`	2	0
`func`	`from_url`	2	0
`func`	`map_partitions`	4	0
`meth`	`Item.init`	4	0
`meth`	`Item.dask_tokenize`	1	0
`meth`	`Item.dask_postcompute`	1	0
`meth`	`Item.dask_postpersist`	1	0
`meth`	`Item._rebuild`	3	0
`meth`	`Item.from_delayed`	2	0
`meth`	`Item.getstate`	1	0
`meth`	`Item.setstate`	2	0
`meth`	`Item.apply`	2	0
`meth`	`Item.to_delayed`	2	0
`prop`	`Item._args`	1	0
`attr`	`Item.dask`	1	0
`attr`	`Item.key`	1	0
`attr`	`Item.name`	1	0
`attr`	`Item.dask_optimize`	1	0
`attr`	`Item.dask_scheduler`	1	0
`meth`	`Bag.init`	4	3
`meth`	`Bag.dask_tokenize`	1	0
`meth`	`Bag.dask_postcompute`	1	0
`meth`	`Bag.dask_postpersist`	1	0
`meth`	`Bag._rebuild`	3	0
`meth`	`Bag.str`	1	0
`meth`	`Bag.repr`	1	0
`meth`	`Bag.map`	4	0
`meth`	`Bag.starmap`	3	0
`meth`	`Bag.getstate`	1	0
`meth`	`Bag.setstate`	2	0
`meth`	`Bag.filter`	2	0
`meth`	`Bag.random_sample`	3	0
`meth`	`Bag.remove`	2	0
`meth`	`Bag.map_partitions`	4	0
`meth`	`Bag.pluck`	3	0
`meth`	`Bag.unzip`	2	0
`meth`	`Bag.to_textfiles`	9	0
`meth`	`Bag.to_avro`	10	0
`meth`	`Bag.fold`	6	0
`meth`	`Bag.frequencies`	3	0
`meth`	`Bag.topk`	4	0
`meth`	`Bag.distinct`	2	0
`meth`	`Bag.reduction`	6	0
`meth`	`Bag.sum`	2	0
`meth`	`Bag.max`	2	0
`meth`	`Bag.min`	2	0
`meth`	`Bag.any`	2	0
`meth`	`Bag.all`	2	0
`meth`	`Bag.count`	2	0
`meth`	`Bag.mean`	1	0
`meth`	`Bag.var`	2	0
`meth`	`Bag.std`	2	0
`meth`	`Bag.join`	4	0
`meth`	`Bag.product`	2	0
`meth`	`Bag.foldby`	7	0
`meth`	`Bag.take`	5	0
`meth`	`Bag.flatten`	1	0
`meth`	`Bag.iter`	1	0
`meth`	`Bag.groupby`	7	0
`meth`	`Bag.to_dataframe`	4	0
`meth`	`Bag.to_delayed`	2	0
`meth`	`Bag.repartition`	3	0
`meth`	`Bag.accumulate`	3	0
`prop`	`Bag._args`	1	0
`attr`	`Bag.dask`	1	0
`attr`	`Bag.name`	1	0
`attr`	`Bag.npartitions`	1	0
`attr`	`Bag.dask_optimize`	1	0
`attr`	`Bag.dask_scheduler`	1	0
`attr`	`Bag.str`	1	0
`func`	`collect`	5	0
`func`	`total_mem_usage`	2	0
`func`	`finalize_item`	2	0
`func`	`unpack_scalar_dask_kwargs`	2	0
`func`	`groupby_disk`	5	0
`meth`	`StringAccessor.init`	2	0
`meth`	`StringAccessor.dir`	1	0
`meth`	`StringAccessor._strmap`	4	0
`meth`	`StringAccessor.getattr`	2	0
`meth`	`StringAccessor.match`	2	0
`func`	`dictitems`	2	0
`func`	`reify`	2	0
`func`	`optimize`	5	0
`attr`	`DEFAULT_GET`	1	0
`func`	`chunk_distinct`	3	0
`func`	`partition`	6	0
`func`	`lazify_task`	3	0
`func`	`lazify`	2	0
`func`	`merge_distinct`	3	0
`func`	`random_sample`	4	0
`func`	`repartition_size`	3	0
`func`	`repartition_npartitions`	3	0
`func`	`groupby_tasks`	5	0
`func`	`robust_wraps`	2	0
`func`	`empty_safe_apply`	4	0
`func`	`safe_take`	4	0
`func`	`merge_frequencies`	2	0
`func`	`finalize`	2	0
`func`	`make_group`	3	0
`attr`	`no_result`	1	0
`func`	`split`	3	0
`func`	`accumulate_part`	5	0
`func`	`to_dataframe`	4	0
`func`	`map_chunk`	5	0
`func`	`starmap_chunk`	4	0
`func`	`empty_safe_aggregate`	4	0

dask.bag.random (8 missing, 0 any)

	Symbol	Typable	Typed	Any
`func`	`choices`	4	0	0
`func`	`sample`	4	0	0

dask.bag.text (24 missing, 0 any)

	Symbol	Typable
`func`	`read_text`	11
`func`	`decode`	5
`func`	`attach_path`	3
`func`	`file_to_blocks`	4
`attr`	`delayed`	1

dask.bag.utils (4 missing, 0 any)

	Symbol	Typable	Typed	Any
`func`	`assert_eq`	4	0	0

dask.base (36 missing, 1 any)

	Symbol	Typable	Typed	Any
`func`	`compute`	7	0	0
`func`	`optimize`	4	0	0
`func`	`persist`	6	0	0
`func`	`annotate`	2	2	1
`func`	`get_collection_names`	2	1	0
`func`	`is_dask_collection`	2	1	0
`meth`	`DaskMethodsMixin.visualize`	5	0	0
`meth`	`DaskMethodsMixin.persist`	2	0	0
`meth`	`DaskMethodsMixin.compute`	2	0	0
`meth`	`DaskMethodsMixin.await`	1	0	0
`func`	`visualize`	8	1	0

dask.blockwise (57 missing, 3 any)

	Symbol	Typable	Typed	Any
`func`	`blockwise`	11	0	0
`meth`	`Blockwise.init`	11	10	0
`meth`	`Blockwise.repr`	1	0	0
`meth`	`Blockwise.get_output_keys`	1	0	0
`meth`	`Blockwise.getitem`	2	0	0
`meth`	`Blockwise.iter`	1	0	0
`meth`	`Blockwise.is_materialized`	1	0	0
`meth`	`Blockwise._cull_dependencies`	2	0	0
`meth`	`Blockwise._cull`	2	0	0
`prop`	`Blockwise.has_legacy_tasks`	1	0	0
`prop`	`Blockwise.dims`	1	0	0
`prop`	`Blockwise._dict`	1	0	0
`func`	`broadcast_dimensions`	5	0	0
`func`	`subs`	3	0	0
`func`	`blockwise_token`	3	0	0
`func`	`zero_broadcast_dimensions`	3	0	0
`func`	`rewrite_blockwise`	2	0	0
`func`	`optimize_blockwise`	3	0	0
`meth`	`BlockwiseDep.getitem`	2	2	1
`meth`	`BlockwiseDep.get`	3	2	1
`meth`	`BlockIndex.init`	2	1	0
`func`	`lol_tuples`	5	0	0
`func`	`index_subs`	3	0	0
`meth`	`BlockwiseDepDict.init`	5	4	0
`meth`	`BlockwiseDepDict.getitem`	2	2	1
`attr`	`BlockwiseDepDict.mapping`	1	0	0
`func`	`fuse_roots`	3	2	0

dask.bytes.core (14 missing, 0 any)

	Symbol	Typable	Typed	Any
`func`	`read_bytes`	9	0	0
`func`	`read_block_from_file`	5	0	0

dask.bytes.utils (2 missing, 0 any)

	Symbol	Typable	Typed	Any
`func`	`zip_compress`	2	0	0

dask.cache (23 missing, 0 any)

	Symbol	Typable
`attr`	`overhead`	1
`meth`	`Cache.init`	4
`meth`	`Cache._start`	2
`meth`	`Cache._pretask`	4
`meth`	`Cache._posttask`	6
`meth`	`Cache._finish`	4
`attr`	`Cache.cache`	1
`attr`	`Cache.starttimes`	1

dask.callbacks (17 missing, 0 any)

	Symbol	Typable
`meth`	`add_callbacks.init`	2
`meth`	`add_callbacks.enter`	1
`meth`	`add_callbacks.exit`	4
`attr`	`add_callbacks.callbacks`	1
`meth`	`Callback.init`	6
`meth`	`Callback.enter`	1
`meth`	`Callback.exit`	2

dask.cli (15 missing, 1 any)

	Symbol	Typable	Typed	Any
`func`	`info`	1	0	0
`func`	`config_set`	4	0	0
`func`	`config_find`	2	0	0
`func`	`config_get`	2	0	0
`func`	`run_cli`	1	0	0
`func`	`docs`	1	0	0
`func`	`config`	1	0	0
`func`	`save_config`	4	4	1
`func`	`cli`	1	0	0
`func`	`versions`	1	0	0
`func`	`config_list`	1	0	0

dask.config (10 missing, 11 any)

	Symbol	Typable	Typed	Any
`func`	`refresh`	4	3	0
`meth`	`set.init`	5	3	0
`meth`	`set.enter`	1	0	0
`meth`	`set.exit`	4	0	0
`meth`	`set._assign`	6	6	1
`func`	`interpret_value`	2	2	1
`func`	`get`	5	5	3
`func`	`pop`	4	4	2
`attr`	`config_lock`	1	0	0
`func`	`serialize`	2	2	1
`func`	`expand_environment_variables`	2	2	2
`attr`	`paths`	1	0	0
`func`	`deserialize`	2	2	1

dask.context (12 missing, 0 any)

	Symbol	Typable
`meth`	`GlobalMethod.init`	4
`meth`	`GlobalMethod.get`	3
`func`	`globalmethod`	4
`attr`	`thread_state`	1

dask.core (37 missing, 1 any)

	Symbol	Typable	Typed	Any
`func`	`getcycle`	3	0	0
`func`	`reshapelist`	3	0	0
`func`	`flatten`	3	0	0
`func`	`get`	4	4	1
`func`	`subs`	4	0	0
`func`	`toposort`	3	0	0
`func`	`isdag`	3	0	0
`func`	`preorder_traversal`	2	0	0
`func`	`istask`	2	0	0
`func`	`lists_to_tuples`	3	0	0
`func`	`ishashable`	2	0	0
`meth`	`literal.init`	2	0	0
`meth`	`literal.repr`	1	0	0
`meth`	`literal.reduce`	1	0	0
`meth`	`literal.call`	1	0	0
`attr`	`literal.data`	1	0	0
`func`	`quote`	2	0	0
`func`	`keys_in_tasks`	4	3	0

dask.dataframe.accessor (15 missing, 0 any)

	Symbol	Typable
`func`	`register_dataframe_accessor`	2
`func`	`register_index_accessor`	2
`func`	`maybe_wrap_pandas`	3
`func`	`register_series_accessor`	2
`meth`	`CachedAccessor.init`	3
`meth`	`CachedAccessor.get`	3

dask.dataframe.backends (86 missing, 0 any)

	Symbol	Typable	Typed
`func`	`make_meta_object`	3	0
`func`	`get_pyarrow_table_from_pandas`	3	0
`func`	`tolist_numpy_or_pandas`	2	0
`func`	`union_categoricals_pandas`	4	0
`func`	`get_parallel_type_object`	2	0
`func`	`group_split_pandas`	5	0
`func`	`to_pandas_dispatch_from_pandas`	3	0
`func`	`partd_pandas_blocks`	2	0
`meth`	`PandasBackendEntrypoint.to_backend_dispatch`	1	0
`meth`	`PandasBackendEntrypoint.to_backend`	3	0
`func`	`make_meta_pandas_datetime_tz`	3	0
`func`	`get_parallel_type_index`	2	0
`func`	`percentile`	4	0
`func`	`categorical_dtype_pandas`	3	0
`func`	`meta_nonempty_object`	2	0
`func`	`is_categorical_dtype_pandas`	2	0
`attr`	`dataframe_creation_dispatch`	1	0
`func`	`get_pyarrow_schema_pandas`	3	0
`meth`	`DataFrameBackendEntrypoint.from_dict`	4	2
`meth`	`DataFrameBackendEntrypoint.read_parquet`	3	1
`meth`	`DataFrameBackendEntrypoint.read_json`	3	1
`meth`	`DataFrameBackendEntrypoint.read_orc`	3	1
`meth`	`DataFrameBackendEntrypoint.read_csv`	3	1
`meth`	`DataFrameBackendEntrypoint.read_hdf`	4	2
`func`	`get_pandas_dataframe_from_pyarrow`	4	0
`func`	`get_parallel_type_series`	2	0
`func`	`concat_pandas`	8	0
`func`	`get_parallel_type_dataframe`	2	0
`func`	`hash_object_pandas`	6	0
`func`	`meta_nonempty_dataframe`	2	0
`func`	`get_grouper_pandas`	2	0

dask.dataframe.core (40 missing, 0 any)

	Symbol	Typable
`func`	`total_mem_usage`	4
`func`	`idxmaxmin_combine`	4
`attr`	`DEFAULT_GET`	1
`func`	`apply_and_enforce`	3
`func`	`safe_head`	3
`func`	`idxmaxmin_row`	4
`func`	`split_evenly`	3
`func`	`has_parallel_type`	2
`func`	`idxmaxmin_agg`	6
`func`	`check_divisions`	2
`func`	`idxmaxmin_chunk`	5
`func`	`meta_warning`	3

dask.dataframe.dask_expr._collection (609 missing, 0 any)

	Symbol	Typable	Typed
`func`	`concat`	8	0
`func`	`from_pandas`	5	0
`func`	`melt`	7	0
`func`	`isna`	2	0
`meth`	`Series.dir`	1	0
`meth`	`Series.contains`	2	0
`meth`	`Series.iter`	1	0
`meth`	`Series.getitem`	2	0
`meth`	`Series.array_ufunc`	5	0
`meth`	`Series.array_wrap`	3	0
`meth`	`Series.map`	4	0
`meth`	`Series.clip`	5	0
`meth`	`Series.to_frame`	2	0
`meth`	`Series.comparison_op`	6	0
`meth`	`Series.lt`	5	0
`meth`	`Series.le`	5	0
`meth`	`Series.gt`	5	0
`meth`	`Series.ge`	5	0
`meth`	`Series.ne`	5	0
`meth`	`Series.eq`	5	0
`meth`	`Series.value_counts`	7	0
`meth`	`Series.mode`	3	0
`meth`	`Series.nlargest`	3	0
`meth`	`Series.nsmallest`	3	0
`meth`	`Series.memory_usage`	3	0
`meth`	`Series.unique`	4	0
`meth`	`Series.nunique`	4	0
`meth`	`Series.drop_duplicates`	6	0
`meth`	`Series.apply`	6	0
`meth`	`Series._validate_axis`	3	2
`meth`	`Series.squeeze`	1	0
`meth`	`Series.dropna`	1	0
`meth`	`Series.between`	4	0
`meth`	`Series.combine`	4	0
`meth`	`Series.explode`	1	0
`meth`	`Series.add_prefix`	2	0
`meth`	`Series.add_suffix`	2	0
`meth`	`Series._repartition_quantiles`	4	0
`meth`	`Series.groupby`	3	0
`meth`	`Series.rename`	3	0
`meth`	`Series.quantile`	3	0
`meth`	`Series.median`	1	0
`meth`	`Series.median_approximate`	2	0
`meth`	`Series.cov`	4	0
`meth`	`Series.corr`	5	0
`meth`	`Series.autocorr`	3	0
`meth`	`Series.describe`	6	0
`meth`	`Series.to_string`	2	0
`meth`	`Series._repr_data`	1	0
`meth`	`Series.case_when`	2	0
`prop`	`Series.shape`	1	0
`prop`	`Series.axes`	1	0
`prop`	`Series.ndim`	1	0
`prop`	`Series._elemwise`	1	0
`prop`	`Series.name`	2	0
`prop`	`Series.dtype`	1	0
`prop`	`Series.nbytes`	1	0
`prop`	`Series.is_monotonic_increasing`	1	0
`prop`	`Series.is_monotonic_decreasing`	1	0
`attr`	`Series.cat`	1	0
`attr`	`Series.dt`	1	0
`attr`	`Series.str`	1	0
`func`	`merge_asof`	15	0
`func`	`from_array`	5	0
`meth`	`Scalar.__repr__`	1	0
`meth`	`Scalar.__bool__`	1	0
`meth`	`Scalar.__dask_postcompute__`	1	0
`meth`	`Scalar.to_series`	2	1
`meth`	`Scalar.__array__`	1	0
`meth`	`Scalar.to_delayed`	2	0
`prop`	`Scalar.dtype`	1	0
`func`	`pivot_table`	6	0
`func`	`repartition`	4	0
`func`	`to_numeric`	5	0
`func`	`from_map`	9	0
`func`	`merge`	14	0
`meth`	`Index.__getattr__`	2	0
`meth`	`Index.__repr__`	1	0
`meth`	`Index.__array_wrap__`	3	0
`meth`	`Index.to_series`	3	0
`meth`	`Index.to_frame`	3	0
`meth`	`Index.memory_usage`	2	0
`meth`	`Index.shift`	3	0
`meth`	`Index.map`	5	0
`meth`	`Index.__dir__`	1	0
`meth`	`Index.count`	2	0
`meth`	`Index.sum`	3	0
`meth`	`Index.prod`	3	0
`meth`	`Index.mean`	3	0
`meth`	`Index.std`	3	0
`meth`	`Index.var`	3	0
`meth`	`Index.idxmax`	3	0
`meth`	`Index.idxmin`	3	0
`prop`	`Index.index`	1	0
`func`	`from_dict`	7	0
`func`	`from_graph`	6	0
`func`	`to_timedelta`	4	0
`func`	`to_datetime`	4	0
`func`	`from_dask_array`	5	1
`meth`	`DataFrame.items`	1	0
`meth`	`DataFrame.__contains__`	2	0
`meth`	`DataFrame.__iter__`	1	0
`meth`	`DataFrame.__dataframe__`	3	0
`meth`	`DataFrame.iterrows`	1	0
`meth`	`DataFrame.itertuples`	3	0
`meth`	`DataFrame.__array_ufunc__`	5	0
`meth`	`DataFrame.__array_wrap__`	3	0
`meth`	`DataFrame._ipython_key_completions`	1	0
`meth`	`DataFrame.repr_html`	1	0
`meth`	`DataFrame.assign`	2	0
`meth`	`DataFrame.clip`	5	0
`meth`	`DataFrame.merge`	13	0
`meth`	`DataFrame.join`	8	0
`meth`	`DataFrame.groupby`	7	0
`meth`	`DataFrame.setitem`	3	0
`meth`	`DataFrame.delitem`	2	0
`meth`	`DataFrame.setattr`	3	0
`meth`	`DataFrame.getattr`	2	0
`meth`	`DataFrame.dir`	1	0
`meth`	`DataFrame.map`	4	0
`meth`	`DataFrame.nlargest`	4	0
`meth`	`DataFrame.nsmallest`	4	0
`meth`	`DataFrame.memory_usage`	3	0
`meth`	`DataFrame.combine`	5	0
`meth`	`DataFrame.drop_duplicates`	7	0
`meth`	`DataFrame.apply`	6	0
`meth`	`DataFrame.dropna`	4	0
`meth`	`DataFrame._validate_axis`	3	2
`meth`	`DataFrame.rename`	3	0
`meth`	`DataFrame.squeeze`	2	0
`meth`	`DataFrame.explode`	2	0
`meth`	`DataFrame.drop`	5	0
`meth`	`DataFrame.to_parquet`	3	0
`meth`	`DataFrame.select_dtypes`	3	0
`meth`	`DataFrame.eval`	3	0
`meth`	`DataFrame.set_index`	12	5
`meth`	`DataFrame.sort_values`	12	10
`meth`	`DataFrame.query`	3	0
`meth`	`DataFrame.mode`	4	0
`meth`	`DataFrame.add_prefix`	2	0
`meth`	`DataFrame.add_suffix`	2	0
`meth`	`DataFrame.pivot_table`	5	0
`meth`	`DataFrame._comparison_op`	5	0
`meth`	`DataFrame.lt`	4	0
`meth`	`DataFrame.le`	4	0
`meth`	`DataFrame.gt`	4	0
`meth`	`DataFrame.ge`	4	0
`meth`	`DataFrame.ne`	4	0
`meth`	`DataFrame.eq`	4	0
`meth`	`DataFrame.categorize`	5	0
`meth`	`DataFrame.nunique`	4	0
`meth`	`DataFrame.quantile`	5	0
`meth`	`DataFrame.median`	3	0
`meth`	`DataFrame.median_approximate`	4	0
`meth`	`DataFrame.describe`	6	0
`meth`	`DataFrame.pop`	2	0
`meth`	`DataFrame.info`	4	0
`meth`	`DataFrame.cov`	4	0
`meth`	`DataFrame.corr`	5	0
`meth`	`DataFrame.to_string`	2	0
`meth`	`DataFrame.to_html`	2	0
`meth`	`DataFrame.melt`	6	0
`meth`	`DataFrame._repr_data`	1	0
`prop`	`DataFrame.shape`	1	0
`prop`	`DataFrame.ndim`	1	0
`prop`	`DataFrame.empty`	1	0
`prop`	`DataFrame.axes`	1	0
`prop`	`DataFrame._elemwise`	1	0
`prop`	`DataFrame.iloc`	1	0
`func`	`map_partitions`	11	0
`func`	`map_overlap`	12	0
`func`	`read_parquet`	19	0

dask.dataframe.dask_expr._dummies (10 missing, 0 any)

	Symbol	Typable	Typed	Any
`func`	`get_dummies`	10	0	0

dask.dataframe.dask_expr.datasets (8 missing, 0 any)

	Symbol	Typable	Typed	Any
`func`	`timeseries`	8	0	0

dask.dataframe.dask_expr.diagnostics._analyze (0 missing, 1 any)

	Symbol	Typable	Typed	Any
`func`	`analyze`	5	5	1

dask.dataframe.dask_expr.io._delayed (2 missing, 0 any)

	Symbol	Typable	Typed	Any
`func`	`from_delayed`	6	4	0

dask.dataframe.dask_expr.io.bag (4 missing, 0 any)

	Symbol	Typable	Typed	Any
`func`	`to_bag`	4	0	0

dask.dataframe.dask_expr.io.io (62 missing, 0 any)

	Symbol	Typable
`meth`	`FromPandas._simplify_up`	3
`meth`	`FromPandas._divisions`	1
`meth`	`FromPandas._locations`	1
`meth`	`FromPandas.str`	1
`meth`	`FromPandas.repr`	1
`prop`	`FromPandas.frame`	1
`prop`	`FromPandas._meta`	1
`prop`	`FromPandas.columns`	1
`prop`	`FromPandas._divisions_and_locations`	1
`prop`	`FromPandas.npartitions`	1
`meth`	`FromScalars._divisions`	1
`meth`	`FromScalars._simplify_up`	3
`prop`	`FromScalars._scalars`	1
`prop`	`FromScalars._meta`	1
`meth`	`FromGraph._divisions`	1
`meth`	`FromGraph._layer`	1
`prop`	`FromGraph._meta`	1
`prop`	`FromGraph._name`	1
`meth`	`BlockwiseIO._simplify_up`	3
`meth`	`BlockwiseIO._tune_up`	2
`prop`	`BlockwiseIO._fusion_compression_factor`	1
`meth`	`IO.str`	1
`meth`	`FusedParquetIO._load_multiple_files`	5
`prop`	`FusedParquetIO._name`	1
`meth`	`FusedIO.dependencies`	1
`meth`	`FusedIO._divisions`	1
`meth`	`FusedIO._tune_up`	2
`prop`	`FusedIO._name`	1
`prop`	`FusedIO._meta`	1
`prop`	`FusedIO.npartitions`	1
`prop`	`FusedIO._fusion_buckets`	1
`meth`	`FromArray._divisions`	1
`prop`	`FromArray._meta`	1
`prop`	`FromArray.original_columns`	1
`prop`	`FromArray._column_indices`	1
`prop`	`FromArray.unfiltered_divisions`	1
`prop`	`FromMapProjectable.columns_operand`	1
`prop`	`FromMapProjectable.columns`	1
`prop`	`FromMapProjectable._series`	1
`prop`	`FromMapProjectable.kwargs`	1
`prop`	`FromMapProjectable.apply_kwargs`	1
`prop`	`FromMapProjectable.frame_meta`	1
`prop`	`FromMapProjectable._meta`	1
`prop`	`FromPandasDivisions._name`	1
`prop`	`FromPandasDivisions._divisions_and_locations`	1
`meth`	`FromMap._divisions`	1
`prop`	`FromMap._name`	1
`prop`	`FromMap._meta`	1
`prop`	`FromMap.apply_func`	1
`prop`	`FromMap.apply_kwargs`	1

dask.dataframe.dask_expr.io.parquet (102 missing, 0 any)

	Symbol	Typable	Typed
`func`	`to_parquet`	19	0
`meth`	`ToParquet._divisions`	1	0
`meth`	`ToParquet._lower`	1	0
`prop`	`ToParquet._meta`	1	0
`meth`	`ReadParquetFSSpec._divisions`	1	0
`prop`	`ReadParquetFSSpec.engine`	1	0
`prop`	`ReadParquetFSSpec._dataset_info`	1	0
`prop`	`ReadParquetFSSpec._io_func`	1	0
`prop`	`ReadParquetFSSpec._plan`	1	0
`prop`	`ReadParquetFSSpec._pq_length_stats`	1	0
`func`	`normalize_pq_schema`	2	0
`func`	`normalize_pq_filemetadata`	2	0
`attr`	`PYARROW_NULLABLE_DTYPE_MAPPING`	1	0
`meth`	`FragmentWrapper.init`	5	1
`meth`	`FragmentWrapper.pack`	1	0
`meth`	`FragmentWrapper.unpack`	1	0
`meth`	`FragmentWrapper.dask_tokenize`	1	0
`meth`	`FragmentWrapper.reduce`	1	0
`prop`	`FragmentWrapper.fragment`	1	0
`attr`	`FragmentWrapper._filesystems`	1	0
`meth`	`ToParquetData._divisions`	1	0
`prop`	`ToParquetData.io_func`	1	0
`meth`	`ToParquetBarrier._divisions`	1	0
`meth`	`ToParquetBarrier._layer`	1	0
`prop`	`ToParquetBarrier._meta`	1	0
`func`	`normalize_pa_ds`	2	0
`meth`	`ReadParquetPyarrowFS.load_statistics`	3	0
`meth`	`ReadParquetPyarrowFS.sample_statistics`	2	0
`meth`	`ReadParquetPyarrowFS._get_lengths`	1	0
`meth`	`ReadParquetPyarrowFS._fragment_sort_index`	1	0
`meth`	`ReadParquetPyarrowFS._divisions`	1	0
`meth`	`ReadParquetPyarrowFS._tune_up`	2	0
`meth`	`ReadParquetPyarrowFS._fragment_to_table`	5	0
`meth`	`ReadParquetPyarrowFS._table_to_pandas`	6	0
`prop`	`ReadParquetPyarrowFS.normalized_path`	1	0
`prop`	`ReadParquetPyarrowFS.fs`	1	0
`prop`	`ReadParquetPyarrowFS.raw_statistics`	1	0
`prop`	`ReadParquetPyarrowFS.aggregated_statistics`	1	0
`prop`	`ReadParquetPyarrowFS._dataset_info`	1	0
`prop`	`ReadParquetPyarrowFS._division_from_stats`	1	0
`prop`	`ReadParquetPyarrowFS.fragments`	1	0
`prop`	`ReadParquetPyarrowFS.fragments_unsorted`	1	0
`prop`	`ReadParquetPyarrowFS._fusion_compression_factor`	1	0
`func`	`normalize_pa_file_format`	2	0
`func`	`normalize_pa_schema`	2	0
`meth`	`ReadParquet._filter_passthrough_available`	3	0
`meth`	`ReadParquet._simplify_up`	3	0
`meth`	`ReadParquet.dask_tokenize`	1	0
`meth`	`ReadParquet._tree_repr_argument_construction`	4	0
`meth`	`ReadParquet._divisions`	1	0
`prop`	`ReadParquet.columns`	1	0
`prop`	`ReadParquet._funcname`	1	0
`prop`	`ReadParquet._name`	1	0
`prop`	`ReadParquet.checksum`	1	0
`prop`	`ReadParquet._meta`	1	0
`prop`	`ReadParquet._fusion_compression_factor`	1	0

dask.dataframe.dask_expr.io.records (2 missing, 0 any)

	Symbol	Typable	Typed	Any
`func`	`to_records`	2	0	0

dask.dataframe.dispatch (42 missing, 0 any)

	Symbol	Typable
`func`	`concat`	8
`attr`	`make_meta_obj`	1
`attr`	`make_meta_dispatch`	1
`attr`	`categorical_dtype_dispatch`	1
`attr`	`grouper_dispatch`	1
`func`	`union_categoricals`	4
`attr`	`hash_object_dispatch`	1
`attr`	`group_split_dispatch`	1
`attr`	`to_pandas_dispatch`	1
`attr`	`union_categoricals_dispatch`	1
`func`	`is_categorical_dtype`	2
`func`	`make_meta`	4
`attr`	`partd_encode_dispatch`	1
`attr`	`get_parallel_type`	1
`attr`	`to_pyarrow_table_dispatch`	1
`attr`	`concat_dispatch`	1
`attr`	`from_pyarrow_table_dispatch`	1
`attr`	`is_categorical_dtype_dispatch`	1
`attr`	`tolist_dispatch`	1
`func`	`categorical_dtype`	4
`func`	`tolist`	2
`attr`	`meta_lib_from_array`	1
`attr`	`meta_nonempty`	1
`attr`	`pyarrow_schema_dispatch`	1

dask.dataframe.extensions (2 missing, 0 any)

	Symbol	Typable	Typed	Any
`attr`	`make_scalar`	1	0	0
`attr`	`make_array_nonempty`	1	0	0

dask.dataframe.groupby (8 missing, 0 any)

	Symbol	Typable
`meth`	`Aggregation.init`	5
`attr`	`Aggregation.chunk`	1
`attr`	`Aggregation.agg`	1
`attr`	`Aggregation.finalize`	1

dask.dataframe.hyperloglog (11 missing, 0 any)

	Symbol	Typable
`func`	`estimate_count`	3
`func`	`reduce_state`	3
`func`	`compute_hll_array`	3
`func`	`compute_first_bit`	2

dask.dataframe.io.csv (66 missing, 0 any)

	Symbol	Typable
`attr`	`read_fwf`	1
`attr`	`read_csv`	1
`func`	`to_csv`	14
`attr`	`read_table`	1
`func`	`make_reader`	4
`func`	`block_mask`	2
`func`	`coerce_dtypes`	3
`func`	`read_pandas`	13
`attr`	`AUTO_BLOCKSIZE`	1
`func`	`auto_blocksize`	3
`func`	`text_blocks_to_pandas`	11
`func`	`pandas_read_text`	10
`func`	`block_mask_last`	2

dask.dataframe.io.demo (9 missing, 0 any)

	Symbol	Typable	Typed	Any
`func`	`make_timeseries`	8	0	0
`func`	`with_spec`	3	2	0

dask.dataframe.io.hdf (23 missing, 0 any)

	Symbol	Typable
`func`	`read_hdf`	10
`func`	`to_hdf`	12
`attr`	`MP_GET`	1

dask.dataframe.io.io (10 missing, 0 any)

	Symbol	Typable
`attr`	`lock`	1
`func`	`from_dask_array`	5
`func`	`sorted_division_locations`	4

dask.dataframe.io.json (56 missing, 0 any)

	Symbol	Typable
`func`	`to_json`	13
`func`	`read_json`	15
`func`	`read_json_file`	9
`func`	`read_json_chunk`	10
`func`	`add_path_column`	5
`func`	`write_json_partition`	4

dask.dataframe.io.orc.arrow (24 missing, 0 any)

	Symbol	Typable
`meth`	`ArrowORCEngine.read_metadata`	8
`meth`	`ArrowORCEngine._aggregate_files`	4
`meth`	`ArrowORCEngine.read_partition`	6
`meth`	`ArrowORCEngine.write_partition`	6

dask.dataframe.io.orc.core (16 missing, 0 any)

	Symbol	Typable	Typed	Any
`func`	`read_orc`	8	0	0
`func`	`to_orc`	8	0	0

dask.dataframe.io.orc.utils (19 missing, 0 any)

	Symbol	Typable
`meth`	`ORCEngine.read_metadata`	8
`meth`	`ORCEngine.read_partition`	5
`meth`	`ORCEngine.write_partition`	6

dask.dataframe.io.parquet.arrow (115 missing, 0 any)

	Symbol	Typable	Typed
`attr`	`PYARROW_NULLABLE_DTYPE_MAPPING`	1	0
`meth`	`PartitionObj.init`	3	0
`meth`	`PartitionObj.dask_tokenize`	1	0
`attr`	`PartitionObj.name`	1	0
`attr`	`PartitionObj.keys`	1	0
`func`	`tokenize_arrowfs`	2	0
`meth`	`ArrowDatasetEngine.extract_filesystem`	6	0
`meth`	`ArrowDatasetEngine.multi_support`	1	0
`meth`	`ArrowDatasetEngine.read_partition`	11	0
`meth`	`ArrowDatasetEngine.initialize_write`	11	0
`meth`	`ArrowDatasetEngine._pandas_to_arrow_table`	4	2
`meth`	`ArrowDatasetEngine.write_partition`	14	0
`meth`	`ArrowDatasetEngine.write_metadata`	7	0
`meth`	`ArrowDatasetEngine._collect_dataset_info`	14	0
`meth`	`ArrowDatasetEngine._create_dd_meta`	2	0
`meth`	`ArrowDatasetEngine._construct_collection_plan`	2	0
`meth`	`ArrowDatasetEngine._collect_file_parts`	3	0
`meth`	`ArrowDatasetEngine._make_part`	7	0
`meth`	`ArrowDatasetEngine._read_table`	10	0
`meth`	`ArrowDatasetEngine._determine_type_mapper`	4	0
`meth`	`ArrowDatasetEngine._arrow_table_to_pandas`	6	2
`meth`	`ArrowDatasetEngine.collect_file_metadata`	4	0
`meth`	`ArrowDatasetEngine.aggregate_metadata`	4	0

dask.dataframe.io.parquet.core (79 missing, 0 any)

	Symbol	Typable	Typed
`func`	`set_index_columns`	5	0
`func`	`apply_filters`	4	0
`func`	`create_metadata_file`	10	0
`meth`	`ToParquetFunctionWrapper.init`	9	0
`meth`	`ToParquetFunctionWrapper.dask_tokenize`	1	0
`meth`	`ToParquetFunctionWrapper.call`	3	1
`attr`	`ToParquetFunctionWrapper.engine`	1	0
`attr`	`ToParquetFunctionWrapper.path`	1	0
`attr`	`ToParquetFunctionWrapper.fs`	1	0
`attr`	`ToParquetFunctionWrapper.partition_on`	1	0
`attr`	`ToParquetFunctionWrapper.write_metadata_file`	1	0
`attr`	`ToParquetFunctionWrapper.i_offset`	1	0
`attr`	`ToParquetFunctionWrapper.name_function`	1	0
`attr`	`ToParquetFunctionWrapper.kwargs_pass`	1	0
`func`	`sorted_columns`	3	0
`meth`	`ParquetFunctionWrapper.init`	9	0
`meth`	`ParquetFunctionWrapper.project_columns`	2	0
`meth`	`ParquetFunctionWrapper.call`	2	0
`prop`	`ParquetFunctionWrapper.columns`	1	0
`attr`	`ParquetFunctionWrapper.engine`	1	0
`attr`	`ParquetFunctionWrapper.fs`	1	0
`attr`	`ParquetFunctionWrapper.meta`	1	0
`attr`	`ParquetFunctionWrapper.index`	1	0
`attr`	`ParquetFunctionWrapper.dtype_backend`	1	0
`attr`	`ParquetFunctionWrapper.common_kwargs`	1	0
`func`	`read_parquet_part`	8	0
`func`	`check_multi_support`	2	0
`func`	`aggregate_row_groups`	7	0

dask.dataframe.io.parquet.utils (46 missing, 0 any)

	Symbol	Typable
`meth`	`Engine.extract_filesystem`	6
`meth`	`Engine.default_blocksize`	1
`meth`	`Engine.read_partition`	7
`meth`	`Engine.initialize_write`	9
`meth`	`Engine.write_partition`	8
`meth`	`Engine.write_metadata`	7
`meth`	`Engine.collect_file_metadata`	4
`meth`	`Engine.aggregate_metadata`	4

dask.dataframe.io.sql (41 missing, 0 any)

	Symbol	Typable	Typed
`func`	`read_sql_query`	12	0
`func`	`read_sql`	5	0
`func`	`to_sql`	14	4
`func`	`read_sql_table`	14	0

dask.dataframe.methods (134 missing, 0 any)

	Symbol	Typable
`func`	`wrap_kurtosis_reduction`	3
`func`	`try_loc`	4
`func`	`describe_aggregate`	2
`func`	`pivot_count`	5
`attr`	`monotonic_decreasing_aggregate`	1
`func`	`values`	2
`func`	`sample`	5
`func`	`iloc`	3
`func`	`wrap_var_reduction`	3
`func`	`boundary_slice`	6
`func`	`apply`	4
`func`	`pivot_agg_first`	2
`func`	`pivot_first`	5
`func`	`assign`	3
`attr`	`monotonic_decreasing_chunk`	1
`func`	`unique`	3
`func`	`nbytes`	2
`func`	`fillna_check`	4
`func`	`cummin_aggregate`	3
`func`	`size`	2
`func`	`var_mixed_concat`	4
`func`	`pivot_sum`	5
`attr`	`monotonic_increasing_combine`	1
`attr`	`monotonic_increasing_aggregate`	1
`func`	`pivot_agg_last`	2
`func`	`pivot_last`	5
`func`	`cumsum_aggregate`	3
`func`	`pivot_agg`	2
`func`	`wrap_skew_reduction`	3
`func`	`mean_aggregate`	3
`func`	`loc`	4
`func`	`cumprod_aggregate`	3
`func`	`value_counts_aggregate`	7
`func`	`drop_columns`	4
`attr`	`monotonic_increasing_chunk`	1
`attr`	`monotonic_decreasing_combine`	1
`func`	`describe_numeric_aggregate`	6
`func`	`describe_nonnumeric_aggregate`	3
`func`	`cummax_aggregate`	3
`func`	`index_count`	2
`func`	`value_counts_combine`	5
`func`	`assign_index`	3

dask.dataframe.multi (22 missing, 0 any)

	Symbol	Typable
`func`	`pair_partitions`	3
`func`	`warn_dtype_mismatch`	5
`func`	`merge_asof_padded`	6
`func`	`merge_chunk`	5
`func`	`concat_and_check`	3

dask.dataframe.partitionquantiles (35 missing, 0 any)

	Symbol	Typable
`func`	`tree_width`	3
`func`	`process_val_weights`	4
`func`	`tree_groups`	3
`func`	`sample_percentiles`	6
`func`	`create_merge_tree`	5
`func`	`dtype_info`	2
`func`	`percentiles_to_weights`	4
`func`	`merge_and_compress_summaries`	2
`func`	`percentiles_summary`	6

dask.dataframe.rolling (7 missing, 0 any)

	Symbol	Typable	Typed	Any
`attr`	`CombinedOutput`	1	0	0
`func`	`overlap_chunk`	6	0	0

dask.dataframe.shuffle (53 missing, 0 any)

	Symbol	Typable
`func`	`collect`	5
`attr`	`logger`	1
`func`	`shuffle_group_2`	5
`meth`	`maybe_buffered_partd.init`	4
`meth`	`maybe_buffered_partd.reduce`	1
`meth`	`maybe_buffered_partd.call`	3
`attr`	`maybe_buffered_partd.tempdir`	1
`attr`	`maybe_buffered_partd.buffer`	1
`attr`	`maybe_buffered_partd.compression`	1
`attr`	`maybe_buffered_partd.encode_cls`	1
`func`	`partitioning_index`	4
`func`	`shuffle_group`	8
`func`	`ensure_cleanup_on_exception`	2
`func`	`drop_overlap`	3
`func`	`get_overlap`	3
`func`	`shuffle_group_get`	3
`func`	`barrier`	2
`func`	`set_partitions_pre`	5

dask.dataframe.tseries.resample (50 missing, 0 any)

	Symbol	Typable
`meth`	`ResampleReduction._divisions`	1
`meth`	`ResampleReduction._simplify_up`	3
`meth`	`ResampleReduction._lower`	1
`prop`	`ResampleReduction.npartitions`	1
`prop`	`ResampleReduction._meta`	1
`prop`	`ResampleReduction.kwargs`	1
`prop`	`ResampleReduction.how_kwargs`	1
`prop`	`ResampleReduction._resample_divisions`	1
`meth`	`ResampleAggregation._divisions`	1
`meth`	`ResampleAggregation._blockwise_arg`	3
`prop`	`ResampleAggregation._meta`	1
`attr`	`ResampleAggregation.operation`	1
`meth`	`Resampler.init`	4
`meth`	`Resampler._single_agg`	4
`meth`	`Resampler.count`	1
`meth`	`Resampler.sum`	1
`meth`	`Resampler.prod`	1
`meth`	`Resampler.mean`	1
`meth`	`Resampler.min`	1
`meth`	`Resampler.max`	1
`meth`	`Resampler.first`	1
`meth`	`Resampler.last`	1
`meth`	`Resampler.var`	1
`meth`	`Resampler.std`	1
`meth`	`Resampler.size`	1
`meth`	`Resampler.nunique`	1
`meth`	`Resampler.median`	1
`meth`	`Resampler.quantile`	1
`meth`	`Resampler.ohlc`	1
`meth`	`Resampler.sem`	1
`meth`	`Resampler.agg`	4
`attr`	`Resampler.obj`	1
`attr`	`Resampler.rule`	1
`attr`	`Resampler.kwargs`	1
`meth`	`ResampleAgg._simplify_up`	3

dask.dataframe.utils (70 missing, 0 any)

	Symbol	Typable
`func`	`assert_eq`	10
`func`	`assert_eq_dtypes`	3
`func`	`meta_frame_constructor`	2
`func`	`check_meta`	5
`func`	`is_float_na_dtype`	2
`func`	`raise_on_meta_error`	3
`func`	`assert_dask_graph`	3
`func`	`check_matching_columns`	3
`func`	`strip_unknown_categories`	3
`func`	`assert_dask_dtypes`	4
`func`	`valid_divisions`	2
`func`	`assert_sane_keynames`	2
`func`	`is_scalar`	2
`func`	`drop_by_shallow_copy`	4
`func`	`meta_series_constructor`	2
`func`	`has_known_categories`	2
`func`	`assert_max_deps`	4
`func`	`get_string_dtype`	1
`func`	`clear_known_categories`	5
`func`	`assert_divisions`	3
`func`	`index_summary`	3
`func`	`is_integer_na_dtype`	2

dask.datasets (13 missing, 0 any)

	Symbol	Typable	Typed	Any
`func`	`make_people`	5	0	0
`func`	`timeseries`	8	0	0

dask.delayed (50 missing, 0 any)

	Symbol	Typable
`meth`	`Delayed.init`	5
`meth`	`Delayed.dask_tokenize`	1
`meth`	`Delayed.dask_postcompute`	1
`meth`	`Delayed.dask_postpersist`	1
`meth`	`Delayed._rebuild`	3
`meth`	`Delayed.repr`	1
`meth`	`Delayed.hash`	1
`meth`	`Delayed.dir`	1
`meth`	`Delayed.getattr`	2
`meth`	`Delayed.setattr`	3
`meth`	`Delayed.setitem`	3
`meth`	`Delayed.iter`	1
`meth`	`Delayed.len`	1
`meth`	`Delayed.call`	5
`meth`	`Delayed.bool`	1
`meth`	`Delayed.nonzero`	1
`meth`	`Delayed.get`	3
`meth`	`Delayed._get_binary_operator`	3
`meth`	`Delayed._get_unary_operator`	3
`prop`	`Delayed.key`	1
`prop`	`Delayed.dask`	1
`attr`	`Delayed.dask_scheduler`	1
`attr`	`Delayed.dask_optimize`	1
`func`	`delayed`	6

dask.diagnostics.profile (75 missing, 0 any)

	Symbol	Typable
`meth`	`Profiler.init`	1
`meth`	`Profiler.enter`	1
`meth`	`Profiler.exit`	2
`meth`	`Profiler._start`	2
`meth`	`Profiler._pretask`	4
`meth`	`Profiler._posttask`	6
`meth`	`Profiler._finish`	4
`meth`	`Profiler._plot`	2
`meth`	`Profiler.visualize`	2
`meth`	`Profiler.clear`	1
`attr`	`Profiler.results`	1
`attr`	`Profiler.start_time`	1
`attr`	`Profiler.end_time`	1
`meth`	`ResourceProfiler.init`	2
`meth`	`ResourceProfiler._is_running`	1
`meth`	`ResourceProfiler._start_collect`	1
`meth`	`ResourceProfiler._stop_collect`	1
`meth`	`ResourceProfiler.enter`	1
`meth`	`ResourceProfiler.exit`	2
`meth`	`ResourceProfiler._start`	2
`meth`	`ResourceProfiler._finish`	4
`meth`	`ResourceProfiler.close`	1
`meth`	`ResourceProfiler.del`	1
`meth`	`ResourceProfiler.clear`	1
`meth`	`ResourceProfiler._plot`	2
`meth`	`ResourceProfiler.visualize`	2
`attr`	`ResourceProfiler.results`	1
`attr`	`ResourceProfiler.start_time`	1
`attr`	`ResourceProfiler.end_time`	1
`meth`	`CacheProfiler.init`	3
`meth`	`CacheProfiler.enter`	1
`meth`	`CacheProfiler.exit`	2
`meth`	`CacheProfiler._start`	2
`meth`	`CacheProfiler._posttask`	6
`meth`	`CacheProfiler._finish`	4
`meth`	`CacheProfiler._plot`	2
`meth`	`CacheProfiler.visualize`	2
`meth`	`CacheProfiler.clear`	1

dask.diagnostics.profile_visualize (40 missing, 0 any)

	Symbol	Typable
`func`	`unquote`	2
`func`	`get_colors`	3
`func`	`fix_bounds`	4
`func`	`plot_tasks`	8
`func`	`visualize`	7
`func`	`plot_cache`	9
`func`	`plot_resources`	6
`func`	`BOKEH_VERSION`	1

dask.diagnostics.progress (24 missing, 0 any)

	Symbol	Typable
`meth`	`ProgressBar.init`	5
`meth`	`ProgressBar._start`	2
`meth`	`ProgressBar._pretask`	4
`meth`	`ProgressBar._finish`	4
`meth`	`ProgressBar._timer_func`	1
`meth`	`ProgressBar._update_bar`	2
`meth`	`ProgressBar._draw_bar`	3
`attr`	`ProgressBar.last_duration`	1
`func`	`format_time`	2

dask.dot (37 missing, 0 any)

	Symbol	Typable	Typed
`func`	`label`	3	0
`attr`	`IPYTHON_IMAGE_FORMATS`	1	0
`func`	`box_label`	3	0
`func`	`task_label`	2	0
`func`	`has_sub_tasks`	2	0
`func`	`cytoscape_graph`	11	8
`func`	`dot_graph`	5	0
`func`	`to_graphviz`	11	0
`attr`	`IPYTHON_NO_DISPLAY_FORMATS`	1	0
`func`	`name`	2	0
`func`	`graphviz_to_file`	4	0

dask.graph_manipulation (8 missing, 0 any)

	Symbol	Typable	Typed
`func`	`checkpoint`	3	2
`func`	`wait_on`	3	1
`func`	`clone`	5	2
`func`	`bind`	7	5

dask.hashing (6 missing, 0 any)

	Symbol	Typable	Typed	Any
`func`	`hash_buffer_hex`	3	0	0
`func`	`hash_buffer`	3	0	0

dask.highlevelgraph (42 missing, 1 any)

	Symbol	Typable	Typed	Any
`meth`	`MaterializedLayer.init`	4	1	0
`meth`	`MaterializedLayer.contains`	2	0	0
`meth`	`MaterializedLayer.getitem`	2	0	0
`meth`	`MaterializedLayer.iter`	1	0	0
`meth`	`MaterializedLayer.len`	1	0	0
`meth`	`MaterializedLayer.is_materialized`	1	0	0
`meth`	`MaterializedLayer.get_output_keys`	1	0	0
`attr`	`MaterializedLayer.mapping`	1	0	0
`meth`	`Layer.init`	3	2	0
`meth`	`Layer.copy`	1	0	0
`meth`	`Layer.repr_html`	4	0	0
`meth`	`Layer.layer_info_dict`	1	0	0
`prop`	`Layer.has_legacy_tasks`	1	0	0
`meth`	`HighLevelGraph.init`	4	3	0
`meth`	`HighLevelGraph._from_collection`	4	0	0
`meth`	`HighLevelGraph.getitem`	2	2	1
`meth`	`HighLevelGraph.visualize`	4	0	0
`func`	`register_highlevelgraph`	2	0	0
`func`	`to_graphviz`	9	0	0
`func`	`compute_layer_dependencies`	2	0	0

dask.layers (66 missing, 0 any)

	Symbol	Typable	Typed
`meth`	`ArrayChunkShapeDep.getitem`	2	1
`func`	`normalize_array_slice_dep`	2	0
`meth`	`CallableLazyImport.init`	2	0
`meth`	`CallableLazyImport.call`	3	0
`attr`	`CallableLazyImport.function_path`	1	0
`meth`	`ArraySliceDep.init`	2	1
`meth`	`ArraySliceDep.getitem`	2	1
`meth`	`ArrayBlockwiseDep.init`	2	1
`meth`	`ArrayBlockwiseDep.getitem`	2	1
`meth`	`DataFrameIOLayer.init`	9	0
`meth`	`DataFrameIOLayer.project_columns`	2	0
`meth`	`DataFrameIOLayer.repr`	1	0
`prop`	`DataFrameIOLayer.columns`	1	0
`attr`	`DataFrameIOLayer.name`	1	0
`attr`	`DataFrameIOLayer.inputs`	1	0
`attr`	`DataFrameIOLayer.io_func`	1	0
`attr`	`DataFrameIOLayer.label`	1	0
`attr`	`DataFrameIOLayer.produces_tasks`	1	0
`attr`	`DataFrameIOLayer.annotations`	1	0
`attr`	`DataFrameIOLayer.creation_info`	1	0
`meth`	`ArrayValuesDep.init`	3	2
`meth`	`ArrayValuesDep.getitem`	2	1
`attr`	`ArrayValuesDep.values`	1	0
`func`	`normalize_array_values_dep`	2	0
`meth`	`ArrayOverlapLayer.init`	6	0
`meth`	`ArrayOverlapLayer.repr`	1	0
`meth`	`ArrayOverlapLayer.getitem`	2	0
`meth`	`ArrayOverlapLayer.iter`	1	0
`meth`	`ArrayOverlapLayer.len`	1	0
`meth`	`ArrayOverlapLayer.is_materialized`	1	0
`meth`	`ArrayOverlapLayer.get_output_keys`	1	0
`meth`	`ArrayOverlapLayer._dask_keys`	1	0
`meth`	`ArrayOverlapLayer._construct_graph`	2	0
`prop`	`ArrayOverlapLayer._dict`	1	0
`attr`	`ArrayOverlapLayer.name`	1	0
`attr`	`ArrayOverlapLayer.axes`	1	0
`attr`	`ArrayOverlapLayer.chunks`	1	0
`attr`	`ArrayOverlapLayer.numblocks`	1	0
`attr`	`ArrayOverlapLayer.token`	1	0
`meth`	`ArrayBlockIdDep.getitem`	2	1
`func`	`normalize_array_block_id_dep`	2	0
`func`	`fractional_slice`	3	0

dask.local (81 missing, 0 any)

	Symbol	Typable	Typed
`func`	`finish_task`	8	0
`func`	`batch_execute_tasks`	2	0
`func`	`reraise`	3	0
`func`	`execute_task`	7	0
`func`	`start_state_from_dask`	5	0
`func`	`get_async`	15	0
`func`	`queue_get`	2	0
`meth`	`MultiprocessingPoolExecutor.init`	2	0
`meth`	`MultiprocessingPoolExecutor.submit`	4	0
`attr`	`MultiprocessingPoolExecutor.pool`	1	0
`meth`	`SynchronousExecutor.submit`	4	0
`func`	`release_data`	4	0
`attr`	`synchronous_executor`	1	0
`func`	`default_get_id`	1	0
`func`	`get_sync`	4	2
`func`	`nested_get`	3	0
`func`	`default_pack_exception`	3	0
`func`	`submit_apply_async`	5	0
`func`	`sortkey`	2	0
`func`	`get_apply_async`	5	0
`func`	`identity`	2	0

dask.multiprocessing (29 missing, 0 any)

	Symbol	Typable	Typed
`func`	`get_context`	1	0
`func`	`pack_exception`	3	0
`func`	`initialize_worker_process`	2	0
`meth`	`RemoteException.init`	3	0
`meth`	`RemoteException.str`	1	0
`meth`	`RemoteException.dir`	1	0
`meth`	`RemoteException.getattr`	2	0
`attr`	`RemoteException.exception`	1	0
`attr`	`RemoteException.traceback`	1	0
`func`	`reraise`	3	0
`func`	`get`	11	2
`func`	`remote_exception`	3	2
`func`	`default_initializer`	1	0

dask.optimization (37 missing, 0 any)

	Symbol	Typable
`func`	`inline`	5
`func`	`fuse_linear`	5
`func`	`functions_of`	2
`func`	`unwrap_partial`	2
`func`	`cull`	3
`func`	`default_fused_keys_renamer`	3
`func`	`default_fused_linear_keys_renamer`	2
`func`	`inline_functions`	6
`func`	`fuse`	9

dask.rewrite (48 missing, 0 any)

	Symbol	Typable
`meth`	`Node.new`	3
`prop`	`Node.edges`	1
`prop`	`Node.patterns`	1
`attr`	`END`	1
`meth`	`Token.init`	2
`meth`	`Token.repr`	1
`attr`	`Token.name`	1
`meth`	`RewriteRule.init`	4
`meth`	`RewriteRule._apply`	2
`meth`	`RewriteRule.str`	1
`meth`	`RewriteRule.repr`	1
`attr`	`RewriteRule.lhs`	1
`attr`	`RewriteRule.rhs`	1
`attr`	`RewriteRule.vars`	1
`attr`	`RewriteRule.subs`	1
`func`	`args`	2
`func`	`head`	2
`meth`	`RuleSet.init`	2
`meth`	`RuleSet.add`	2
`meth`	`RuleSet.iter_matches`	2
`meth`	`RuleSet._rewrite`	2
`meth`	`RuleSet.rewrite`	3
`attr`	`RuleSet.rules`	1
`meth`	`Traverser.init`	3
`meth`	`Traverser.iter`	1
`meth`	`Traverser.copy`	1
`meth`	`Traverser.next`	1
`meth`	`Traverser.skip`	1
`prop`	`Traverser.current`	1
`attr`	`Traverser.term`	1
`attr`	`VAR`	1

dask.sizeof (24 missing, 0 any)

	Symbol	Typable
`func`	`sizeof_default`	2
`func`	`register_pyarrow`	1
`func`	`sizeof_array`	2
`func`	`register_spmatrix`	1
`attr`	`sizeof`	1
`attr`	`logger`	1
`func`	`sizeof_bytes`	2
`func`	`sizeof_memoryview`	2
`func`	`register_cupy`	1
`func`	`register_numba`	1
`func`	`register_numpy`	1
`func`	`sizeof_python_collection`	2
`func`	`register_rmm`	1
`func`	`sizeof_python_dict`	2
`func`	`register_xarray`	1
`func`	`register_pandas`	1
`func`	`sizeof_blocked`	2

dask.system (1 missing, 0 any)

	Symbol	Typable	Typed	Any
`attr`	`CPU_COUNT`	1	0	0

dask.threaded (10 missing, 0 any)

	Symbol	Typable	Typed
`func`	`pack_exception`	3	0
`func`	`get`	7	2
`attr`	`main_thread`	1	0
`attr`	`pools_lock`	1	0

dask.tokenize (26 missing, 0 any)

	Symbol	Typable
`attr`	`normalize_token`	1
`func`	`register_pyarrow`	1
`func`	`normalize_seq`	2
`func`	`register_numba`	1
`func`	`normalize_dict`	2
`func`	`register_numpy`	1
`func`	`normalize_set`	2
`attr`	`tokenize_lock`	1
`func`	`normalize_ordered_dict`	2
`func`	`normalize_object`	2
`func`	`normalize_literal`	2
`func`	`normalize_builtin_function_or_method`	2
`func`	`normalize_partial`	2
`func`	`normalize_bound_method`	2
`func`	`normalize_compose`	2
`func`	`register_pandas`	1

dask.utils (204 missing, 2 any)

	Symbol	Typable	Typed	Any
`func`	`key_split`	2	0	0
`func`	`apply`	4	0	0
`func`	`is_series_like`	2	1	0
`func`	`asciitable`	3	0	0
`func`	`memory_repr`	2	0	0
`func`	`extra_titles`	2	0	0
`func`	`skip_doctest`	2	0	0
`func`	`ndeepmap`	4	0	0
`meth`	`SerializableLock.init`	2	1	0
`meth`	`SerializableLock.acquire`	3	0	0
`meth`	`SerializableLock.release`	3	0	0
`meth`	`SerializableLock.enter`	1	0	0
`meth`	`SerializableLock.exit`	2	0	0
`meth`	`SerializableLock.locked`	1	0	0
`meth`	`SerializableLock.getstate`	1	0	0
`meth`	`SerializableLock.setstate`	2	0	0
`meth`	`SerializableLock.str`	1	0	0
`meth`	`SerializableLock.repr`	1	0	0
`func`	`import_required`	3	0	0
`func`	`ensure_bytes`	2	1	0
`meth`	`disable_gc.init`	2	0	0
`meth`	`disable_gc.enter`	1	0	0
`meth`	`disable_gc.exit`	4	0	0
`attr`	`disable_gc.collect`	1	0	0
`func`	`tmpfile`	3	0	0
`func`	`ensure_unicode`	2	1	0
`func`	`unsupported_arguments`	3	0	0
`func`	`tmp_cwd`	2	0	0
`func`	`insert`	4	0	0
`func`	`is_integer`	2	1	0
`func`	`put_lines`	3	0	0
`func`	`cached_cumsum`	3	0	0
`func`	`has_keyword`	3	0	0
`func`	`random_state_data`	3	2	0
`meth`	`itemgetter.init`	2	0	0
`meth`	`itemgetter.call`	2	0	0
`meth`	`itemgetter.reduce`	1	0	0
`meth`	`itemgetter.eq`	2	0	0
`attr`	`itemgetter.index`	1	0	0
`func`	`funcname`	2	1	0
`attr`	`hex_pattern`	1	0	0
`func`	`is_dataframe_like`	2	1	0
`func`	`deepmap`	3	0	0
`meth`	`methodcaller.new`	2	1	0
`meth`	`methodcaller.call`	4	0	0
`meth`	`methodcaller.reduce`	1	0	0
`meth`	`methodcaller.str`	1	0	0
`meth`	`methodcaller.repr`	1	0	0
`func`	`is_arraylike`	2	1	0
`func`	`iter_chunks`	3	0	0
`func`	`digit`	4	0	0
`attr`	`system_encoding`	1	0	0
`meth`	`OperatorMethodMixin._bind_operator`	2	0	0
`meth`	`OperatorMethodMixin._get_unary_operator`	2	0	0
`meth`	`OperatorMethodMixin._get_binary_operator`	3	0	0
`func`	`ignore_warning`	7	0	0
`meth`	`MethodCache.getattr`	2	0	0
`meth`	`MethodCache.dir`	1	0	0
`func`	`pseudorandom`	4	1	0
`attr`	`M`	1	0	0
`meth`	`Dispatch.init`	2	0	0
`meth`	`Dispatch.register`	3	0	0
`meth`	`Dispatch.register_lazy`	3	0	0
`meth`	`Dispatch.dispatch`	2	0	0
`meth`	`Dispatch.call`	4	0	0
`prop`	`Dispatch.doc`	1	0	0
`func`	`changed_cwd`	2	0	0
`func`	`filetext`	5	0	0
`meth`	`cached_property.set`	3	0	0
`func`	`typename`	3	3	1
`func`	`is_empty`	2	0	0
`func`	`ndimlist`	2	0	0
`meth`	`IndexCallable.init`	2	0	0
`meth`	`IndexCallable.getitem`	2	0	0
`attr`	`IndexCallable.fn`	1	0	0
`func`	`derived_from`	6	0	0
`func`	`getargspec`	2	0	0
`func`	`homogeneous_deepmap`	3	0	0
`func`	`is_namedtuple_instance`	2	2	1
`func`	`unzip`	3	0	0
`func`	`filetexts`	5	0	0
`func`	`get_named_args`	2	1	0
`func`	`takes_multiple_arguments`	3	0	0
`func`	`get_scheduler_lock`	3	0	0
`func`	`concrete`	2	0	0
`func`	`cached_max`	2	0	0
`func`	`stringify`	3	1	0
`func`	`is_index_like`	2	1	0
`func`	`get_meta_library`	2	0	0
`func`	`tmpdir`	2	0	0
`func`	`is_cupy_type`	2	1	0
`func`	`ensure_not_exists`	2	1	0
`func`	`partial_by_order`	3	0	0
`func`	`maybe_pluralize`	4	0	0

dask.utils_test (24 missing, 0 any)

	Symbol	Typable
`func`	`import_or_none`	2
`func`	`slowadd`	4
`func`	`dec`	2
`func`	`inc`	2
`meth`	`GetFunctionTestMixin.test_get`	1
`meth`	`GetFunctionTestMixin.test_badkey`	1
`meth`	`GetFunctionTestMixin.test_nested_badkey`	1
`meth`	`GetFunctionTestMixin.test_data_not_in_dict_is_ok`	1
`meth`	`GetFunctionTestMixin.test_get_with_list`	1
`meth`	`GetFunctionTestMixin.test_get_with_list_top_level`	1
`meth`	`GetFunctionTestMixin.test_get_with_nested_list`	1
`meth`	`GetFunctionTestMixin.test_get_works_with_unhashables_in_values`	1
`meth`	`GetFunctionTestMixin.test_nested_tasks`	1
`meth`	`GetFunctionTestMixin.test_get_stack_limit`	1
`meth`	`GetFunctionTestMixin.test_with_HighLevelGraph`	1
`func`	`add`	3

dask.widgets (2 missing, 0 any)

	Symbol	Typable	Typed	Any
`func`	`get_environment`	1	0	0
`func`	`get_template`	2	1	0

dask.widgets.widgets (1 missing, 0 any)

	Symbol	Typable	Typed	Any
`attr`	`TEMPLATE_PATHS`	1	0	0

Type-Ignore Comments

Flavor	Count
`type: ignore[misc]`	3
`type: ignore[override]`	3
`type: ignore[var-annotated]`	3
`type: ignore[assignment]`	2
`type: ignore[no-redef]`	2
`type: ignore[attr-defined]`	1

PyPI	https://pypi.org/project/dask/
Repository	https://github.com/dask/dask