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This reverts commit 33a8bb93

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Co-authored-by: Minjie Wang <wmjlyjemaine@gmail.com>

* bug fixes

* remove __deepcopy__; not sure what the behavior should be

* lint

* skip gpu test

* fix

* fix dist dataloader

* add comment

* remove assert

* workaround

* Allow Test for Traversal on GPU Graphs
Co-authored-by: Ubuntu <ubuntu@ip-172-31-1-5.us-west-2.compute.internal>
Co-authored-by: Quan (Andy) Gan <coin2028@hotmail.com>

* upd

* upd

* add feature utils and add test for feature norm

* Add docstring and test

* upd

* dis able some test

* Update

* update doc string

* update
Co-authored-by: Ubuntu <ubuntu@ip-172-31-68-185.ec2.internal>

Co-authored-by: Ubuntu <ubuntu@ip-172-31-68-185.ec2.internal>

* [Bug] add_edges() crashes if the input tensor is empty

* lint

* fix

* Update frame.py

* add unit test

* fix test

* fix

* fix

* fix
Co-authored-by: Quan Gan <coin2028@hotmail.com>

* [Windows] Work around the bug from CL 19.10

* fix

* add doc.

* update DistGraph.

* add DistTensor.

* update DistEmbedding.

* add partition.py

* add sampling.

* fix.

* add graph partition book and create a base class.

* fix test.

* add rst.

* update doc rst.

* update.

* fix.

* fix docs

* update distributed tensor and embeddings.

* add checks.

* update DistGraph.

* update initialization.

* fix graph partition book.

* update graph partition book.

* update partition.

* update partition.

* fix.

* add example code.

* update DistGraph

* Update python/dgl/distributed/dist_context.py
Co-authored-by: Quan (Andy) Gan <coin2028@hotmail.com>

* Update python/dgl/distributed/dist_context.py
Co-authored-by: Quan (Andy) Gan <coin2028@hotmail.com>

* Update python/dgl/distributed/dist_dataloader.py
Co-authored-by: Quan (Andy) Gan <coin2028@hotmail.com>

* Update python/dgl/distributed/dist_dataloader.py
Co-authored-by: Quan (Andy) Gan <coin2028@hotmail.com>

* Update python/dgl/distributed/dist_dataloader.py
Co-authored-by: Quan (Andy) Gan <coin2028@hotmail.com>

* update initialize.

* update dataloader.

* update distgraph.

* update DistGraph.

* update DistTensor.

* update.

* more updates.

* fix lint.

* add num_nodes and num_edges
Co-authored-by: Chao Ma <mctt90@gmail.com>
Co-authored-by: Quan (Andy) Gan <coin2028@hotmail.com>
Co-authored-by: xiang song(charlie.song) <classicxsong@gmail.com>

* Fix

* Fix
Co-authored-by: xiang song(charlie.song) <classicxsong@gmail.com>

* Update adj

* Fix

* rm gcn spmv

* remove useless test

* remove useless test
Co-authored-by: Ubuntu <ubuntu@ip-172-31-51-214.ec2.internal>

* Update test_randomwalk.py

* Update test_randomwalk.py

* [Bugfix] Fix batching isolated ntypes

* fix test

* remove test.py
Co-authored-by: Minjie Wang <wmjlyjemaine@gmail.com>
Co-authored-by: Jinjing Zhou <VoVAllen@users.noreply.github.com>

* Update graph

* Fix for dgl.graph

* from_scipy

* Replace canonical_etypes with relations

* from_networkx

* Update for hetero_from_relations

* Roll back the change of canonical_etypes to relations

* heterograph

* bipartite

* Update doc

* Fix lint

* Fix lint

* Fix test cases

* Fix

* Fix

* Fix

* Fix

* Fix

* Fix

* Update

* Fix test

* Fix

* Update

* Use DGLError

* Update

* Update

* Update

* Update

* Fix

* Fix

* Fix

* Fix

* Fix

* Fix

* Fix

* Fix

* Update

* Fix

* Update

* Fix

* Fix

* Fix

* Update

* Fix

* Update

* Fix

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Fix

* Fix

* Update

* Update

* Update

* Update

* Update

* Update

* rewrite sanity checks

* delete unnecessary checks

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Update

* Fix

* Update

* Update

* Update

* Fix

* Fix

* Fix

* Update

* Fix

* Update

* Fix

* Fix

* Update

* Fix

* Update

* Fix
Co-authored-by: xiang song(charlie.song) <classicxsong@gmail.com>
Co-authored-by: Minjie Wang <wmjlyjemaine@gmail.com>
Co-authored-by: Quan Gan <coin2028@hotmail.com>

* add chebconv

* fix

* lint

* fix lint

* docs

* mx tf relconv

* use method instead of private attr

* src and dst have different fc for gat

* update edgeconv

* change sage and sgconv

* no degree check on gin

* add remainding API doc

* fix pylint

* infer fc_src and fc_dst, only one tensor for block

* fix pytest

Co-authored-by: Minjie Wang <wmjlyjemaine@gmail.com>

* fix.

* add tests.

* fix.

* fix.

* fix.

* doesn't support EdgeDataLoader

* add test.

* fix.

* fix test.

* catch errors in the test.

* fix.

* fix error message

* add print.

* join the server processes.

* update test.

* fix test.

* no degre check on sage

* fix pytest

* no in degree check for heteroconv

* update knn graph docs

* more docs

* [Doc] transform module docstrings

* remove copy_ndata and copy_edata

* fix

* lint

* fix

* fix

* fix

* clean up docstrings

* fix docstring

* dtype specifications

* addresses comments

* fix
Co-authored-by: Mufei Li <mufeili1996@gmail.com>
Co-authored-by: xiang song(charlie.song) <classicxsong@gmail.com>

* load hetero

* fix

* more error message

* add warning

* add alias to dgl namespace

* fix tests

* go through gcn, relgcn

* fix tagconv formula

* fix doc in sageconv

* fix sgconv doc

* replace hat with tilde

* more comments on gmmconv

* fix agnnconv chebconv doc

* modify nnconv doc

* remove &

* add nn conv examples

* Rebase master

* More merge conflicts

* check homo

* add back self loop for some convs, check homo in tranform

* add example for denseconv

* add example and doc for dotgat and cfconv

* check in-degree for graphconv

* add language fix

* gconv address all comments

* another round of change based on api template

* change agnn

* go through agnn, appnp, atomic, cf, cheb, dense, gat, sage modules

* finish pytorch part of nn conv

* mxnet graphconv done

* tensorflow graphconv works

* add new modules into doc

* add comments to not split code

* refine doc

* resr

* more comments

* more fix

* finish conv and dense conv part api

* pylint fix

* fix pylink

* fix pylint

* more fix

* fix

* fix test fail because zere in degree

* fix test fail

* sage is not update for mxnet tf
Co-authored-by: Ubuntu <ubuntu@ip-172-31-0-81.us-east-2.compute.internal>

* Lazy to device

* remove print

* lint

* Fix

* Fix

* Fix

* Fix

* Fix

* Fix

* Fix

* lint

* Fix

* Revert "Fix"

This reverts commit 615c9b8f80f5f6ee2ab43c849a22f0083deedf3b.

* Add test for frame lazy update

* disable tensorflow

* upd
Co-authored-by: Ubuntu <ubuntu@ip-172-31-51-214.ec2.internal>
Co-authored-by: Minjie Wang <wmjlyjemaine@gmail.com>

* rename get_data_size.

* remove g from DistTensor.

* remove g from DistEmbedding.

* clean up API of graph partition book.

* fix DistGraph

* fix lint.

* collect all part policies.

* fix.

* fix.

* support distributed sampler.

* remove partition.py

* clean commit

* oops forgot the most important files

* use einsum

* copy feature from frontier to block

* Revert "copy feature from frontier to block"

This reverts commit 5224ec963eb6a3ef1b6ab74d8ecbd44e4e42f285.

* temp fix

* unit test

* fix

* revert jtnn

* lint

* fix win64

* docstring fixes and doc indexing

* revert einsum in sparse bidecoder

* fix some examples

* lint

* fix due to some tediousness in remove_edges

* addresses comments

* fix

* more jtnn fixes

* fix

* remove server_count from ip_config.txt

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* lint

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* Update dist_context.py

* fix lint.

* make it work for multiple spaces.

* update ip_config.txt.

* fix examples.

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* update

* udpate

* update

* update

* update

* update

* update
Co-authored-by: Da Zheng <zhengda1936@gmail.com>
Co-authored-by: Ubuntu <ubuntu@ip-172-31-19-1.us-west-2.compute.internal>

* fix tests.

* fix.

* remove a test.

* make code work in the standalone mode.

* fix example.

* more fix.

* make DistDataloader work with num_workers=0

* fix DistDataloader tests.

* fix.

* fix lint.

* fix cleanup.

* fix test

* remove unnecessary code.

* remove tests.

* fix.

* fix.

* fix.

* fix example

* fix.

* fix.

* fix launch script.
Co-authored-by: Jinjing Zhou <VoVAllen@users.noreply.github.com>
Co-authored-by: Ubuntu <ubuntu@ip-172-31-19-1.us-west-2.compute.internal>

* fix perf.

* fix.

* accelerate metis.

* fix lint.

* use gklib.

* fix perf.

* fix.

* update metis.

* update launch script

* handle synchronized API.

* fix.

* fix example.

* fix dataloader.

* temp fix.

* temp fix omp.

* distinguish roles.

* initialize iterator of DistDataloader correctly.

* check the correctness of launch script.

* move feature copy to sampler.

* measure mem/network copy time.

* remove

* Revert "measure mem/network copy time."

This reverts commit 86cefdc14b7815fcf5aad6496af912dba48e4aa6.

* fix.

* fix

* fix.

* fix cmake.

* disable metis in windows.

* disable metis tests in windows.

* remove test for multigraph.

* fix test.

* fix.

* fix cmake.

* fix.

* revert.
Co-authored-by: Ubuntu <ubuntu@ip-172-31-19-115.us-west-2.compute.internal>
Co-authored-by: Ubuntu <ubuntu@ip-172-31-19-1.us-west-2.compute.internal>

* distinguish roles.

* add comments.

* fix lint.

* move roles to server_state.

* fix text.

* fix tests.

* fix tests.

* Revert "fix tests."

This reverts commit 5baa136b872a4550d4e612bfb1dfe363d7814adf.

* fix dataloader.

* initialize iterator of DistDataloader correctly.

* update test.

* upd

* upd

* upd

* upd

* upd

* upd

* upd

* upd

* WIP: frame refactor

* new frame

* simple update_all builtin

* move all subgraph routines into the same file

* sddmm & spmm schedule; node & edge udf

* degree bucketing

* some tricky 0deg corner cases

* bug in frame append

* merge test_hetero_basics and test_basics

* some code rearange

* fix test_heterograph

* add mean spmm

* enable all builtin combinations

* pass gpu test

* pass pytorch tests

* wip

* fix some pt debugging codes

* fix bug in mxnet backward

* pass all mxnet utests

* passed tf tests

* docstring

* lint

* lint

* fix broadcasting bugs

* add warning and clamp for mean reducer

* add test for zero-degree mean

* address comments

* lint

* small fix

* Hot fix

* more test
Co-authored-by: Ubuntu <ubuntu@ip-172-31-51-214.ec2.internal>

* 111

* 111

* fix

* 111

* fix

* 11

* fix

* lint

* Update __init__.py

* lint

* fix

* lint

* fix

* fix

* fix

* fix

* fix

* try fix

* try fix

* fix

* Revert "fix"

This reverts commit a0b954fd4e99b7df92b53db8334dcb583d6e1551.

* fixes.

* fix.

* fix test.

* fix exit.

* fix.

* fix

* fix

* lint

* lint

* lint

* fix

* Update .gitignore

* 111

* fix

* 111

* 111

* fff

* 1111

* 111

* 1325315

* ffff

* f???

* fff

* 1111

* 111

* fix

* 111

* asda

* 1111

* 11

* 123

* 啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊啊

* spawn

* 1231231

* up

* 111

* fix

* fix

* Revert "fix"

This reverts commit 7373f95312fdcaa36d2fc330bf242339e89c045d.

* fix

* fix

* 1111

* fix

* fix tests

* start kvclient as early as possible.

* lint

* fix test

* lint

* 1111

* fix

* fix

* 111

* fix

* fix

* 1

* fix

* fix

* lint

* fix

* lint

* lint

* remove quit

* fix

* lint

* fix

* fix several

* lint

* fix minor

* fix

* lint
Co-authored-by: Da Zheng <zhengda1936@gmail.com>
Co-authored-by: xiang song(charlie.song) <classicxsong@gmail.com>

* Add add_reverse_edges and is_simple_graph
Update to_bidirected

* remove is_simple_graph

* Fix lint

* to bidirected only support cpu

* support copy ndata

* upd
Co-authored-by: Ubuntu <ubuntu@ip-172-31-51-214.ec2.internal>