* Remove all __future__ imports from RLlib.
* Remove (object) again from tf_run_builder.py::TFRunBuilder.
* Fix 2xLINT warnings.
* Fix broken appo_policy import (must be appo_tf_policy)
* Remove future imports from all other ray files (not just RLlib).
* Remove future imports from all other ray files (not just RLlib).
* Remove future import blocks that contain `unicode_literals` as well.
Revert appo_tf_policy.py to appo_policy.py (belongs to another PR).
* Add two empty lines before Schedule class.
* Put back __future__ imports into determine_tests_to_run.py. Fails otherwise on a py2/print related error.
* add task lease interface to TaskInfoAccessor
* impl of task lease
* support accessing task lease in TaskInfoAccessor
* update raylet usage of task lease
* add comment
* fix lint
* fix UT of TaskDependencyManager
* fix UT of ReconstructionPolicy
* rm useless code from UT
* add task reconstruction methods to gcs
* fix ut of RedisGcsClient
* update test
* update comments
* [tune] Add _switch_working_directory to RayTrialExecutor (#6228)
* Make _switch_working_directory before warn_if_slow
* Rename _switch_working_directory to _change_working_directory
* streaming message bundle use inplacement instance
* fix typo & enable common test
* fix compiler warning
* block copy for serilization
* add reference
* remove streaming common test to travis script
* Do not start threadpool when using async
* Turn function_executor into a generator
* Add new test for high concurrency and bump the default
* Set direct call
* Unifying the code for PGTrainer/Policy wrt tf vs torch.
Adding loss function test cases for the PGAgent (confirm equivalence of tf and torch).
* Fix LINT line-len errors.
* Fix LINT errors.
* Fix `tf_pg_policy` imports (formerly: `pg_policy`).
* Rename tf_pg_... into pg_tf_... following <alg>_<framework>_... convention, where ...=policy/loss/agent/trainer.
Retire `PGAgent` class (use PGTrainer instead).
* - Move PG test into agents/pg/tests directory.
- All test cases will be located near the classes that are tested and
then built into the Bazel/Travis test suite.
* Moved post_process_advantages into pg.py (from pg_tf_policy.py), b/c
the function is not a tf-specific one.
* Fix remaining import errors for agents/pg/...
* Fix circular dependency in pg imports.
* Add pg tests to Jenkins test suite.
* expose actor status and protobuf message of infeasible tasks
* move infeasible tasks into actor tree
* add pytest for displaying infeasible tasks info
* fix base64 decoding
* fix race condition after #6629 merged
