pip install TA-Lib failed

sydodngHOBBY

a year ago

hello,
I am developing a project that needs to use TA-Lib for Python, but when I install it, I get the following error:

Collecting ta-Lib

Downloading TA-Lib-0.4.28.tar.gz (357 kB)

━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 357.1/357.1 kB 8.6 MB/s eta 0:00:00

Installing build dependencies: started

Installing build dependencies: finished with status 'done'

Getting requirements to build wheel: started

Getting requirements to build wheel: finished with status 'done'

Installing backend dependencies: started

Installing backend dependencies: finished with status 'done'

Preparing metadata (pyproject.toml): started

Preparing metadata (pyproject.toml): finished with status 'done'

Requirement already satisfied: numpy in /opt/venv/lib/python3.8/site-packages (from ta-Lib) (1.24.4)

Building wheels for collected packages: ta-Lib

Building wheel for ta-Lib (pyproject.toml): started

Building wheel for ta-Lib (pyproject.toml): finished with status 'error'

error: subprocess-exited-with-error

│ exit code: 1

:77: UserWarning: Cannot find ta-lib library, installation may fail.

running bdist_wheel

running build_py

creating build

creating build/lib.linux-x86_64-cpython-38/talib

copying talib/abstract.py -> build/lib.linux-x86_64-cpython-38/talib

copying talib/deprecated.py -> build/lib.linux-x86_64-cpython-38/talib

running build_ext

creating build/temp.linux-x86_64-cpython-38

creating build/temp.linux-x86_64-cpython-38/talib

gcc -Wno-unused-result -Wsign-compare -DNDEBUG -g -fwrapv -O3 -Wall -I/nix/store/jx3kvf6mk8qdaw30dbpngwmgm4p23xdb-libxcrypt-4.4.36/include -fPIC -I/usr/include -I/usr/local/include -I/opt/include -I/opt/local/include -I/opt/homebrew/include -I/opt/homebrew/opt/ta-lib/include -I/tmp/pip-build-env-7x1xxemq/normal/lib/python3.8/site-packages/numpy/core/include -I/opt/venv/include -I/nix/store/7nghcnawd5b86kk0c0irfvq5gn2wbhbb-python3-3.8.18/include/python3.8 -c talib/_ta_lib.c -o build/temp.linux-x86_64-cpython-38/talib/_ta_lib.o

talib/_ta_lib.c:1082:10: fatal error: ta-lib/ta_defs.h: No such file or directory

1082 | #include "ta-lib/ta_defs.h"

compilation terminated.



note: This error originates from a subprocess, and is likely not a problem with pip.

ERROR: Failed building wheel for ta-Lib

Failed to build ta-Lib

[notice] To update, run: pip install --upgrade pip

Please support me so I can install TA-Lib. Thank you!

Solved

4 Replies

ray-chenEMPLOYEE

a year ago

You'll need to use a custom Dockerfile and install ta-lib from there.

Status changed to Solved railway[bot] • about 1 year ago

sydodngHOBBY

a year ago

You'll need to use a custom Dockerfile and install ta-lib from there.

I successfully built it thanks to this article https://www.answeroverflow.com/m/1095324587492917316
But my Django application is not launching yet :). I think the reason is that my application is not touching the startCommand parameter in the railway.json file:

"deploy": {
        "startCommand": "python manage.py collectstatic --noinput && gunicorn mysite.wsgi --timeout 2000",
...

This is my Dockerfile content:

# Use an official Python runtime as a parent image
FROM python:3.8-slim-buster

# Install required packages
RUN apt-get update && \
    apt-get install -y build-essential curl git && \
    apt-get install -y libatlas-base-dev liblapack-dev libopenblas-dev gfortran && \
    apt-get clean && \
    rm -rf /var/lib/apt/lists/*

# Install TA-Lib
RUN curl -L https://downloads.sourceforge.net/project/ta-lib/ta-lib/0.4.0/ta-lib-0.4.0-src.tar.gz | tar xvz && \
    cd ta-lib && \
    ./configure --prefix=/usr && \
    make && \
    make install && \
    cd .. && \
    rm -rf ta-lib


# install psycopg2 dependencies
RUN apt-get update \
    && apt-get -y install libpq-dev gcc \
    && pip install psycopg2

# Set the working directory to /app
WORKDIR /app

# Copy the requirements file into the container at /app
COPY ./requirements.txt /app/

# Install the required packages
RUN pip install --no-cache-dir -r requirements.txt

# Copy the rest of the application code
COPY . /app/

ENTRYPOINT ["python", "manage.py", "makemigrations"]
ENTRYPOINT ["python", "manage.py", "migrate"]
# Expose port 8000 to allow external connections
# EXPOSE 8000

# Run the command to start the application
ENTRYPOINT ["python", "manage.py", "runserver"]

If you have any ideas for this, please share it with me. Thank you very much! :)

brodyEMPLOYEE

a year ago

the start command in the railway.json file should overwrite the ENTRYPOINT in your dockerfile, so please attach your deployment logs using this https://bookmarklets.up.railway.app/log-downloader/

sydodngHOBBY

a year ago

the start command in the railway.json file should overwrite the ENTRYPOINT in your dockerfile, so please attach your deployment logs using this https://bookmarklets.up.railway.app/log-downloader/

I found the answer from https://help.railway.app/questions/multiple-commands-on-start-command-won-t-e437ecee and I was successful in building and deploying my app. Thank you so much!

pip install TA-Lib failed - Railway Help Station