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AI4Finance-Foundation / FinRL-Meta

FinRL­-Meta: Dynamic datasets and market environments for FinRL.
https://ai4finance.org
MIT License
1.17k stars 556 forks source link

issue : examples/FinRL_Ensemble_StockTrading_ICAIF_2020.ipynb #282

Open estebanaragonc opened 1 year ago

estebanaragonc commented 1 year ago

install finrl library

!pip install wrds !pip install swig !pip install git+https://github.com/AI4Finance-Foundation/FinRL.git

Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/ Requirement already satisfied: wrds in /usr/local/lib/python3.9/dist-packages (3.1.6) Requirement already satisfied: scipy in /usr/local/lib/python3.9/dist-packages (from wrds) (1.10.1) Requirement already satisfied: psycopg2-binary in /usr/local/lib/python3.9/dist-packages (from wrds) (2.9.5) Requirement already satisfied: numpy in /usr/local/lib/python3.9/dist-packages (from wrds) (1.22.4) Requirement already satisfied: pandas in /usr/local/lib/python3.9/dist-packages (from wrds) (1.4.4) Requirement already satisfied: sqlalchemy<2 in /usr/local/lib/python3.9/dist-packages (from wrds) (1.4.47) Requirement already satisfied: greenlet!=0.4.17 in /usr/local/lib/python3.9/dist-packages (from sqlalchemy<2->wrds) (2.0.2) Requirement already satisfied: python-dateutil>=2.8.1 in /usr/local/lib/python3.9/dist-packages (from pandas->wrds) (2.8.2) Requirement already satisfied: pytz>=2020.1 in /usr/local/lib/python3.9/dist-packages (from pandas->wrds) (2022.7.1) Requirement already satisfied: six>=1.5 in /usr/local/lib/python3.9/dist-packages (from python-dateutil>=2.8.1->pandas->wrds) (1.16.0) Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/ Requirement already satisfied: swig in /usr/local/lib/python3.9/dist-packages (4.1.1) Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/ Collecting git+https://github.com/AI4Finance-Foundation/FinRL.git Cloning https://github.com/AI4Finance-Foundation/FinRL.git to /tmp/pip-req-build-gh85fkro Running command git clone --filter=blob:none --quiet https://github.com/AI4Finance-Foundation/FinRL.git /tmp/pip-req-build-gh85fkro Resolved https://github.com/AI4Finance-Foundation/FinRL.git to commit 54a9f572605df44ced36168141024b9309d46c89 Installing build dependencies ... done Getting requirements to build wheel ... done Preparing metadata (pyproject.toml) ... done Collecting pyfolio@ git+https://github.com/quantopian/pyfolio.git#egg=pyfolio-0.9.2 Cloning https://github.com/quantopian/pyfolio.git to /tmp/pip-install-byjpvus8/pyfolio_b7838264bfb642a3b34ff96efb69ab1e Running command git clone --filter=blob:none --quiet https://github.com/quantopian/pyfolio.git /tmp/pip-install-byjpvus8/pyfolio_b7838264bfb642a3b34ff96efb69ab1e Resolved https://github.com/quantopian/pyfolio.git to commit 4b901f6d73aa02ceb6d04b7d83502e5c6f2e81aa Preparing metadata (setup.py) ... done Collecting elegantrl@ git+https://github.com/AI4Finance-Foundation/ElegantRL.git#egg=elegantrl Cloning https://github.com/AI4Finance-Foundation/ElegantRL.git to /tmp/pip-install-byjpvus8/elegantrl_6bb24cd54c0847e38f396b570ebeeb30 Running command git clone --filter=blob:none --quiet https://github.com/AI4Finance-Foundation/ElegantRL.git /tmp/pip-install-byjpvus8/elegantrl_6bb24cd54c0847e38f396b570ebeeb30 Resolved https://github.com/AI4Finance-Foundation/ElegantRL.git to commit 594b0c31de443a24c1032b75418fdc134664e92f Preparing metadata (setup.py) ... done Requirement already satisfied: numpy>=1.17.3 in /usr/local/lib/python3.9/dist-packages (from finrl==0.3.5) (1.22.4) Collecting ray[default,tune]>=2.0.0 Using cached ray-2.3.1-cp39-cp39-manylinux2014_x86_64.whl (58.6 MB) Requirement already satisfied: pandas>=1.1.5 in /usr/local/lib/python3.9/dist-packages (from finrl==0.3.5) (1.4.4) Requirement already satisfied: scikit-learn>=0.21.0 in /usr/local/lib/python3.9/dist-packages (from finrl==0.3.5) (1.2.2) Collecting lz4 Using cached lz4-4.3.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.3 MB) Collecting tensorboardX Using cached tensorboardX-2.6-py2.py3-none-any.whl (114 kB) Collecting gputil Using cached GPUtil-1.4.0.tar.gz (5.5 kB) Preparing metadata (setup.py) ... done Requirement already satisfied: yfinance in /usr/local/lib/python3.9/dist-packages (from finrl==0.3.5) (0.2.13) Collecting alpaca_trade_api>=2.1.0 Using cached alpaca_trade_api-3.0.0-py3-none-any.whl (33 kB) Collecting jqdatasdk Using cached jqdatasdk-1.8.11-py3-none-any.whl (158 kB) Collecting stockstats>=0.4.0 Using cached stockstats-0.5.2-py2.py3-none-any.whl (20 kB) Collecting exchange_calendars==3.6.3 Using cached exchange_calendars-3.6.3.tar.gz (152 kB) Preparing metadata (setup.py) ... done Requirement already satisfied: matplotlib in /usr/local/lib/python3.9/dist-packages (from finrl==0.3.5) (3.7.1) Requirement already satisfied: gym>=0.17 in /usr/local/lib/python3.9/dist-packages (from finrl==0.3.5) (0.25.2) Collecting stable-baselines3<2.0.0,>=1.6.2 Using cached stable_baselines3-1.7.0-py3-none-any.whl (171 kB) Collecting ccxt>=1.66.32 Using cached ccxt-3.0.38-py2.py3-none-any.whl (3.6 MB) Collecting importlib-metadata==4.13.0 Using cached importlib_metadata-4.13.0-py3-none-any.whl (23 kB) Collecting pyluach Using cached pyluach-2.2.0-py3-none-any.whl (25 kB) Requirement already satisfied: python-dateutil in /usr/local/lib/python3.9/dist-packages (from exchange_calendars==3.6.3->finrl==0.3.5) (2.8.2) Requirement already satisfied: pytz in /usr/local/lib/python3.9/dist-packages (from exchange_calendars==3.6.3->finrl==0.3.5) (2022.7.1) Requirement already satisfied: toolz in /usr/local/lib/python3.9/dist-packages (from exchange_calendars==3.6.3->finrl==0.3.5) (0.12.0) Requirement already satisfied: korean_lunar_calendar in /usr/local/lib/python3.9/dist-packages (from exchange_calendars==3.6.3->finrl==0.3.5) (0.3.1) Requirement already satisfied: zipp>=0.5 in /usr/local/lib/python3.9/dist-packages (from importlib-metadata==4.13.0->finrl==0.3.5) (3.15.0) Collecting websockets<11,>=9.0 Using cached websockets-10.4-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl (106 kB) Collecting msgpack==1.0.3 Using cached msgpack-1.0.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (322 kB) Collecting deprecation==2.1.0 Using cached deprecation-2.1.0-py2.py3-none-any.whl (11 kB) Requirement already satisfied: urllib3<2,>1.24 in /usr/local/lib/python3.9/dist-packages (from alpaca_trade_api>=2.1.0->finrl==0.3.5) (1.26.15) Collecting aiohttp==3.8.1 Using cached aiohttp-3.8.1-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl (1.2 MB) Requirement already satisfied: requests<3,>2 in /usr/local/lib/python3.9/dist-packages (from alpaca_trade_api>=2.1.0->finrl==0.3.5) (2.27.1) Collecting websocket-client<2,>=0.56.0 Using cached websocket_client-1.5.1-py3-none-any.whl (55 kB) Requirement already satisfied: PyYAML==6.0 in /usr/local/lib/python3.9/dist-packages (from alpaca_trade_api>=2.1.0->finrl==0.3.5) (6.0) Requirement already satisfied: attrs>=17.3.0 in /usr/local/lib/python3.9/dist-packages (from aiohttp==3.8.1->alpaca_trade_api>=2.1.0->finrl==0.3.5) (22.2.0) Collecting yarl<2.0,>=1.0 Using cached yarl-1.8.2-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (264 kB) Collecting aiosignal>=1.1.2 Using cached aiosignal-1.3.1-py3-none-any.whl (7.6 kB) Collecting frozenlist>=1.1.1 Using cached frozenlist-1.3.3-cp39-cp39-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl (158 kB) Collecting async-timeout<5.0,>=4.0.0a3 Using cached async_timeout-4.0.2-py3-none-any.whl (5.8 kB) Collecting multidict<7.0,>=4.5 Using cached multidict-6.0.4-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (114 kB) Requirement already satisfied: charset-normalizer<3.0,>=2.0 in /usr/local/lib/python3.9/dist-packages (from aiohttp==3.8.1->alpaca_trade_api>=2.1.0->finrl==0.3.5) (2.0.12) Requirement already satisfied: packaging in /usr/local/lib/python3.9/dist-packages (from deprecation==2.1.0->alpaca_trade_api>=2.1.0->finrl==0.3.5) (23.0) Requirement already satisfied: certifi>=2018.1.18 in /usr/local/lib/python3.9/dist-packages (from ccxt>=1.66.32->finrl==0.3.5) (2022.12.7) Collecting aiodns>=1.1.1 Using cached aiodns-3.0.0-py3-none-any.whl (5.0 kB) Requirement already satisfied: cryptography>=2.6.1 in /usr/local/lib/python3.9/dist-packages (from ccxt>=1.66.32->finrl==0.3.5) (39.0.2) Requirement already satisfied: setuptools>=60.9.0 in /usr/local/lib/python3.9/dist-packages (from ccxt>=1.66.32->finrl==0.3.5) (67.6.0) Requirement already satisfied: gym-notices>=0.0.4 in /usr/local/lib/python3.9/dist-packages (from gym>=0.17->finrl==0.3.5) (0.0.8) Requirement already satisfied: cloudpickle>=1.2.0 in /usr/local/lib/python3.9/dist-packages (from gym>=0.17->finrl==0.3.5) (2.2.1) Collecting virtualenv>=20.0.24 Using cached virtualenv-20.21.0-py3-none-any.whl (8.7 MB) Requirement already satisfied: jsonschema in /usr/local/lib/python3.9/dist-packages (from ray[default,tune]>=2.0.0->finrl==0.3.5) (4.3.3) Requirement already satisfied: filelock in /usr/local/lib/python3.9/dist-packages (from ray[default,tune]>=2.0.0->finrl==0.3.5) (3.10.2) Requirement already satisfied: protobuf!=3.19.5,>=3.15.3 in /usr/local/lib/python3.9/dist-packages (from ray[default,tune]>=2.0.0->finrl==0.3.5) (3.19.6) Requirement already satisfied: click>=7.0 in /usr/local/lib/python3.9/dist-packages (from ray[default,tune]>=2.0.0->finrl==0.3.5) (8.1.3) Requirement already satisfied: grpcio>=1.32.0 in /usr/local/lib/python3.9/dist-packages (from ray[default,tune]>=2.0.0->finrl==0.3.5) (1.51.3) Requirement already satisfied: tabulate in /usr/local/lib/python3.9/dist-packages (from ray[default,tune]>=2.0.0->finrl==0.3.5) (0.8.10) Collecting py-spy>=0.2.0 Using cached py_spy-0.3.14-py2.py3-none-manylinux_2_5_x86_64.manylinux1_x86_64.whl (3.0 MB) Requirement already satisfied: smart-open in /usr/local/lib/python3.9/dist-packages (from ray[default,tune]>=2.0.0->finrl==0.3.5) (6.3.0) Collecting opencensus Using cached opencensus-0.11.2-py2.py3-none-any.whl (128 kB) Collecting colorful Using cached colorful-0.5.5-py2.py3-none-any.whl (201 kB) Requirement already satisfied: prometheus-client>=0.7.1 in /usr/local/lib/python3.9/dist-packages (from ray[default,tune]>=2.0.0->finrl==0.3.5) (0.16.0) Collecting gpustat>=1.0.0 Using cached gpustat-1.0.0.tar.gz (90 kB) Preparing metadata (setup.py) ... done Requirement already satisfied: pydantic in /usr/local/lib/python3.9/dist-packages (from ray[default,tune]>=2.0.0->finrl==0.3.5) (1.10.7) Collecting aiohttp-cors Using cached aiohttp_cors-0.7.0-py3-none-any.whl (27 kB) Requirement already satisfied: scipy>=1.3.2 in /usr/local/lib/python3.9/dist-packages (from scikit-learn>=0.21.0->finrl==0.3.5) (1.10.1) Requirement already satisfied: joblib>=1.1.1 in /usr/local/lib/python3.9/dist-packages (from scikit-learn>=0.21.0->finrl==0.3.5) (1.1.1) Requirement already satisfied: threadpoolctl>=2.0.0 in /usr/local/lib/python3.9/dist-packages (from scikit-learn>=0.21.0->finrl==0.3.5) (3.1.0) Requirement already satisfied: torch>=1.11 in /usr/local/lib/python3.9/dist-packages (from stable-baselines3<2.0.0,>=1.6.2->finrl==0.3.5) (1.13.1+cu116) **``` Collecting gym>=0.17 Using cached gym-0.21.0.tar.gz (1.5 MB) error: subprocess-exited-with-error

**× python setup.py egg_info did not run successfully. │ exit code: 1 ╰─> See above for output.

note: This error originates from a subprocess, and is likely not a problem with pip. Preparing metadata (setup.py) ... error error: metadata-generation-failed

× Encountered error while generating package metadata. ╰─> See above for output.

note: This is an issue with the package mentioned above, not pip. hint: See above for details.**

Daiiszuki commented 10 months ago

try 


pip install wheel setuptools pip --upgrade
pip3 install wheel setuptools pip --upgrade

# 👇️ if you don't have pip in your PATH environment variable
python -m pip install wheel setuptools pip --upgrade
python3 -m pip install wheel setuptools pip --upgrade
py -m pip install wheel setuptools pip --upgrade