DockerへのTA-Libのインストール時エラーを解消したい【Python3.8】

Pythonにて、TA-Libを利用したデータ解析から描画（matplotlib, seaborn）を行ないたく、Lambda関数を組んでいます。
各種ライブラリの容量が大きいことから通常の関数構築方法では困難なため、コンテナイメージでLambdaの構築を試みています。
しかし、Dockerfileでのコンテナイメージ作成時に、TA-Libのインストールが上手くできません。

知見をお持ちの方、是非、解決策をご教示ください。
どうぞよろしくお願いいたします。

環境

Python 3.8 (Runtime)
Amazon Linux 2　　※Lambdaの環境

(開発環境)

Windows 10 (20H2)
VSCode
Python 3.9.5

Dockerfile

Dockerfile
1FROM public.ecr.aws/lambda/python:3.8
2ENV AWS_DEFAULT_REGION ap-northeast-1
3
4RUN yum -y install wget
5RUN yum -y install tar
6
7RUN pip install numpy
8RUN wget http://prdownloads.sourceforge.net/ta-lib/ta-lib-0.4.0-src.tar.gz && \
9    tar -zxvf ta-lib-0.4.0-src.tar.gz && \
10    cd ta-lib && \
11    ./configure --prefix=/usr && \
12    make && \
13    sudo make install
14RUN cd .. && \
15    rm -rf ta-lib-0.4.0-src.tar.gz && rm -rf ta-lib
16RUN pip install TA-LIB
17RUN sudo bash -c "echo "/usr/local/lib64" >> /etc/ld.so.conf"
18RUN sudo /sbin/ldconfig
19RUN sudo /usr/local/bin/pip install ta-lib
20
21ADD . .
22
23COPY handler.py ${LAMBDA_TASK_ROOT}
24
25CMD pip3 install -r requirements.txt -t /var/task && \
26    zip -9 deploy_package.zip handler.py && \
27    zip -r9 deploy_package.zip *
28
29CMD [ "handler.handler" ]
30

docker-compose.yml

docker
1version: '3'
2services:
3  talib:
4    restart: always
5    build: .
6    container_name: 'talib'
7    working_dir: '/root/'
8    tty: true

ログ

terminal
1C:\Users\XXXXXXXX\Documents\python\serverless\stock-price-chart\venv>docker build -t stock-price-chart-image .
2[+] Building 3.0s (7/16)
3[+] Building 3.1s (7/16)
4[+] Building 3.3s (7/16)
5[+] Building 3.5s (7/16)
6[+] Building 3.6s (9/16)
7 => [internal] load build definition from Dockerfile                                                               0.1s
8 => => transferring dockerfile: 996B                                                                               0.0s
9 => [internal] load .dockerignore                                                                                  0.0s
10 => => transferring context: 2B                                                                                    0.0s
11 => [internal] load metadata for public.ecr.aws/lambda/python:3.8                                                  1.0s
12 => [ 1/12] FROM public.ecr.aws/lambda/python:3.8@sha256:eaca381008ba7fd5c52386989413bcc351b6e8f41f3247676198c936  0.0s
13 => CANCELED [internal] load build context                                                                         2.4s
14 => => transferring context: 58.24MB                                                                               2.3s
15 => CACHED [ 2/12] RUN yum -y install wget                                                                         0.0s
16 => CACHED [ 3/12] RUN yum -y install tar                                                                          0.0s
17 => CACHED [ 4/12] RUN pip install numpy                                                                           0.0s
18 => ERROR [ 5/12] RUN wget http://prdownloads.sourceforge.net/ta-lib/ta-lib-0.4.0-src.tar.gz &&     tar -zxvf ta-  2.4s
19------
20 > [ 5/12] RUN wget http://prdownloads.sourceforge.net/ta-lib/ta-lib-0.4.0-src.tar.gz &&     tar -zxvf ta-lib-0.4.0-src.tar.gz &&     cd ta-lib &&     ./configure --prefix=/usr &&     make &&     sudo make install:
21#8 0.692 --2021-06-04 05:39:16--  http://prdownloads.sourceforge.net/ta-lib/ta-lib-0.4.0-src.tar.gz
22#8 0.692 Resolving prdownloads.sourceforge.net (prdownloads.sourceforge.net)... 216.105.38.13
23#8 0.860 Connecting to prdownloads.sourceforge.net (prdownloads.sourceforge.net)|216.105.38.13|:80... connected.
24#8 1.035 HTTP request sent, awaiting response... 301 Moved Permanently
25#8 1.222 Location: http://downloads.sourceforge.net/project/ta-lib/ta-lib/0.4.0/ta-lib-0.4.0-src.tar.gz [following]
26#8 1.222 --2021-06-04 05:39:17--  http://downloads.sourceforge.net/project/ta-lib/ta-lib/0.4.0/ta-lib-0.4.0-src.tar.gz
27#8 1.222 Resolving downloads.sourceforge.net (downloads.sourceforge.net)... 216.105.38.13
28#8 1.331 Connecting to downloads.sourceforge.net (downloads.sourceforge.net)|216.105.38.13|:80... connected.
29#8 1.494 HTTP request sent, awaiting response... 302 Found
30#8 1.690 Location: https://jaist.dl.sourceforge.net/project/ta-lib/ta-lib/0.4.0/ta-lib-0.4.0-src.tar.gz [following]
31#8 1.690 --2021-06-04 05:39:17--  https://jaist.dl.sourceforge.net/project/ta-lib/ta-lib/0.4.0/ta-lib-0.4.0-src.tar.gz
32#8 1.712 Resolving jaist.dl.sourceforge.net (jaist.dl.sourceforge.net)... 150.65.7.130, 2001:df0:2ed:feed::feed
33#8 1.715 Connecting to jaist.dl.sourceforge.net (jaist.dl.sourceforge.net)|150.65.7.130|:443... connected.
34#8 1.795 HTTP request sent, awaiting response... 200 OK
35#8 1.820 Length: 1330299 (1.3M) [application/x-gzip]
36#8 1.820 Saving to: ‘ta-lib-0.4.0-src.tar.gz’
37#8 1.824
38#8 1.824      0K .......... .......... .......... .......... ..........  3% 1.35M 1s
39#8 1.852     50K .......... .......... .......... .......... ..........  7% 1.54M 1s
40#8 1.884    100K .......... .......... .......... .......... .......... 11% 2.76M 1s
41#8 1.902    150K .......... .......... .......... .......... .......... 15% 2.49M 1s
42#8 1.925    200K .......... .......... .......... .......... .......... 19% 2.96M 1s
43#8 1.938    250K .......... .......... .......... .......... .......... 23% 6.60M 0s
44#8 1.945    300K .......... .......... .......... .......... .......... 26% 3.52M 0s
45#8 1.959    350K .......... .......... .......... .......... .......... 30% 2.36M 0s
46#8 1.980    400K .......... .......... .......... .......... .......... 34% 7.61M 0s
47#8 1.986    450K .......... .......... .......... .......... .......... 38% 3.59M 0s
48#8 2.000    500K .......... .......... .......... .......... .......... 42% 4.94M 0s
49#8 2.010    550K .......... .......... .......... .......... .......... 46% 4.64M 0s
50#8 2.027    600K .......... .......... .......... .......... .......... 50% 10.5M 0s
51#8 2.027    650K .......... .......... .......... .......... .......... 53% 3.23M 0s
52#8 2.040    700K .......... .......... .......... .......... .......... 57% 15.4M 0s
53#8 2.043    750K .......... .......... .......... .......... .......... 61% 6.04M 0s
54#8 2.055    800K .......... .......... .......... .......... .......... 65% 3.83M 0s
55#8 2.064    850K .......... .......... .......... .......... .......... 69% 6.76M 0s
56#8 2.071    900K .......... .......... .......... .......... .......... 73% 4.79M 0s
57#8 2.085    950K .......... .......... .......... .......... .......... 76% 47.3M 0s
58#8 2.085   1000K .......... .......... .......... .......... .......... 80% 6.38M 0s
59#8 2.090   1050K .......... .......... .......... .......... .......... 84% 5.90M 0s
60#8 2.098   1100K .......... .......... .......... .......... .......... 88% 15.5M 0s
61#8 2.114   1150K .......... .......... .......... .......... .......... 92% 48.9M 0s
62#8 2.114   1200K .......... .......... .......... .......... .......... 96% 6.32M 0s
63#8 2.114   1250K .......... .......... .......... .......... ......... 100% 2.93M=0.3s
64#8 2.133
65#8 2.133 2021-06-04 05:39:18 (4.09 MB/s) - ‘ta-lib-0.4.0-src.tar.gz’ saved [1330299/1330299]
66#8 2.133
67#8 2.133 tar (child): gzip: Cannot exec: No such file or directory
68#8 2.133 tar (child): Error is not recoverable: exiting now
69#8 2.135 tar: Child returned status 2
70#8 2.136 tar: Error is not recoverable: exiting now
71------
72executor failed running [/bin/sh -c wget http://prdownloads.sourceforge.net/ta-lib/ta-lib-0.4.0-src.tar.gz &&     tar -zxvf ta-lib-0.4.0-src.tar.gz &&     cd ta-lib &&     ./configure --prefix=/usr &&     make &&     sudo make install]: exit code: 2

行動規範の内容に同意します

回答1件

自己解決

Dockerfile を以下のように変更することで、TA-Lib のインストールはできました。

Dockerfile
1FROM public.ecr.aws/lambda/python:3.8
2ENV AWS_DEFAULT_REGION ap-northeast-1
3
4RUN pip3 install --upgrade pip
5RUN yum groupinstall "Development Tools" -y
6RUN yum -y install wget
7RUN yum -y install tar
8RUN yum -y install gzip
9#RUN sudo yum install python38 -y
10#RUN sudo yum install python38-devel -y
11#RUN sudo /usr/bin/pip38 install --upgrade pip
12#RUN sudo yum groupinstall "Development Tools" -y
13
14RUN export LD_LIBRARY_PATH=/usr/local/lib:$LD_LIBRARY_PATH
15
16RUN wget --quiet http://prdownloads.sourceforge.net/ta-lib/ta-lib-0.4.0-src.tar.gz -O ta-lib-0.4.0-src.tar.gz && \
17    tar xvf ta-lib-0.4.0-src.tar.gz && \
18    cd ta-lib/ && \
19    ./configure --prefix=/usr && \
20    make && \
21    make install && \
22    cd .. && \
23    pip install --upgrade --force-reinstall TA-Lib && \
24    rm -R ta-lib ta-lib-0.4.0-src.tar.gz
25
26CMD sudo su -
27CMD echo "include /usr/local/lib" >> /etc/ld.so.conf
28CMD ldconfig
29
30RUN pip3 install numpy
31
32ADD . .
33
34COPY handler.py ${LAMBDA_TASK_ROOT}
35
36CMD pip3 install -r requirements.txt -t /var/task && \
37    zip -9 deploy_package.zip handler.py && \
38    zip -r9 deploy_package.zip *
39
40CMD [ "handler.lambdahandler" ]

現在、ECR(コンテナイメージ)をLambda関数として設定し、実行にまで漕ぎ着けましたが、テストで躓いています。
⇒ これはまだ別の質問とします。

log
1[ERROR] Runtime.ImportModuleError: Unable to import module 'handler': libta_lib.so.0: cannot open shared object file: No such file or directory

投稿2021/06/04 13:22

_whitecat_22

総合スコア1305

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