【发布时间】:2021-09-07 09:17:02
【问题描述】:
我有一个具有以下结构的项目:
vineetkalghatgi@vinux:~/personal-projects/bertQA_server$ ls
bert-server-env cloudbuild.yaml Dockerfile main.py mymodel Procfile __pycache__ README.md requirements.txt target
我的 .dockerignore:
Dockerfile
README.md
*.pyc
*.pyo
*.pyd
__pycache__
.pytest_cache
bert-server-env
这是我的 Dockerfile
FROM tensorflow/tensorflow
# Allow statements and log messages to immediately appear in the Knative logs
ENV PYTHONUNBUFFERED True
# Copy local code to the container image.
ENV APP_HOME /app
WORKDIR $APP_HOME
ADD mymodel .
COPY . .
# Install dependencies
RUN apt-get update \
&& apt-get upgrade -y \
&& apt-get autoremove -y \
&& apt-get clean
# Install production dependencies.
RUN pip3 install -r requirements.txt
# Run the web service on container startup. Here we use the gunicorn
# webserver, with one worker process and 8 threads.
# For environments with multiple CPU cores, increase the number of workers
# to be equal to the cores available.
# Timeout is set to 0 to disable the timeouts of the workers to allow Cloud Run to handle instance scaling.
CMD exec gunicorn --bind :$PORT --workers 1 --threads 8 --timeout 0 main:app
我之前只有COPY . . 没有ADD,并注意到“mymodel”文件夹没有被复制。
如果我运行 gcloud build submit . --tag <my-gcr.io-container 我会收到以下错误:
Step 5/9 : ADD mymodel .
ADD failed: file not found in build context or excluded by .dockerignore: stat mymodel: file does not exist
我可以使用docker build 在本地构建映像,没有任何问题。
【问题讨论】:
-
似乎
mymodel文件夹永远不会到达上下文模型。你有隐藏的 .gcloudignore 文件吗?要验证您可以尝试添加一个步骤来列出构建工作文件夹中的文件 {name: gcr.io/cloud-builders/gcloud, entrypoint: /bin/bash, args: ['-c', 'ls -la' ]}
标签: docker dockerfile gcloud google-cloud-build docker-build