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Migrate NeuTrader to Qlib RL #1169

Merged
merged 46 commits into from
Aug 1, 2022
Merged

Migrate NeuTrader to Qlib RL #1169

merged 46 commits into from
Aug 1, 2022

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lihuoran
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Description

  • Migrate RL simulator in NeuTrader to Qlib.
  • Add test script to run QlibSimulator
  • Related file refinements.

Motivation and Context

How Has This Been Tested?

  • Pass the test by running: pytest qlib/tests/test_all_pipeline.py under upper directory of qlib.
  • If you are adding a new feature, test on your own test scripts.

Screenshots of Test Results (if appropriate):

  1. Pipeline test:
  2. Your own tests:

Types of changes

  • Fix bugs
  • Add new feature
  • Update documentation

qlib/rl/entries/test.py Outdated Show resolved Hide resolved
qlib/backtest/executor.py Outdated Show resolved Hide resolved
qlib/rl/data/pickle_styled.py Show resolved Hide resolved
qlib/rl/data/pickle_styled.py Show resolved Hide resolved
qlib/rl/order_execution/from_neutrader/config.py Outdated Show resolved Hide resolved
qlib/rl/order_execution/simulator_qlib.py Outdated Show resolved Hide resolved
qlib/rl/order_execution/simulator_qlib.py Outdated Show resolved Hide resolved
qlib/rl/order_execution/simulator_qlib.py Outdated Show resolved Hide resolved
qlib/rl/order_execution/simulator_simple.py Outdated Show resolved Hide resolved
qlib/rl/order_execution/tests/test_simulator_qlib.py Outdated Show resolved Hide resolved
@you-n-g
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you-n-g commented Jul 15, 2022

Please merge the main branch and solve the conflicts.

@you-n-g
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you-n-g commented Jul 20, 2022

You can merge master to update the latest handler by fyc #1212

@@ -0,0 +1,2 @@
# Copyright (c) Microsoft Corporation.
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I think from_neutrader should be renamed.

I remember I raised a similar comment once, but somehow I couldn't find it any more...

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@ultmaster ultmaster left a comment

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Is this PR really still a draft?

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@lihuoran lihuoran marked this pull request as ready for review July 29, 2022 03:51
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A few more minor comments. The rest part looks good to me.


Parameters
----------
action (float):
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Parameters
----------
order (Order):
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You can omit the type in docstring if type annotation is available.

@you-n-g you-n-g merged commit 2752bdc into main Aug 1, 2022
@lihuoran lihuoran deleted the huoran/qlib_rl branch August 3, 2022 07:05
@you-n-g you-n-g added the enhancement New feature or request label Dec 9, 2022
qianyun210603 pushed a commit to qianyun210603/qlib that referenced this pull request Mar 23, 2023
* Refine previous version RL codes

* Polish utils/__init__.py

* Draft

* Use | instead of Union

* Simulator & action interpreter

* Test passed

* Migrate to SAOEState & new qlib interpreter

* Black format

* . Revert file_storage change

* Refactor file structure & renaming functions

* Enrich test cases

* Add QlibIntradayBacktestData

* Test interpreter

* Black format

* .

.

.

* Rename receive_execute_result()

* Use indicator to simplify state update

* Format code

* Modify data path

* Adjust file structure

* Minor change

* Add copyright message

* Format code

* Rename util functions

* Add CI

* Pylint issue

* Remove useless code to pass pylint

* Pass mypy

* Mypy issue

* mypy issue

* mypy issue

* Revert "mypy issue"

This reverts commit 8eb1b01.

* mypy issue

* mypy issue

* Fix the numpy version incompatible bug

* Fix a minor typing issue

* Try to skip python 3.7 test for qlib simulator

* Resolve PR comments by Yuge; solve several CI issues.

* Black issue

* Fix a low-level type error

* Change data name

* Resolve PR comments. Leave TODOs in the code base.

Co-authored-by: Young <afe.young@gmail.com>
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3 participants