[英]How do I create a dockerfile and docker-compose.yml from the commands?
I have a problem.我有个问题。 I have the following commands.
我有以下命令。
docker pull tensorflow/serving
docker run -it -v \folder\model:/model-p 8601:8601 --entrypoint /bin/bash tensorflow/serving
tensorflow_model_server --rest_api_port=8601 --model_name=model --model_base_path=/model/
I would like to add these to a dockerfile
and to a docker-compose
.yml.我想将这些添加到
dockerfile
和 docker docker-compose
.yml。 The problem is that the models
are under the following folder structure.问题是
models
位于以下文件夹结构下。 So I would have to go back one folder and into another.所以我将不得不返回一个文件夹并进入另一个文件夹。 How exactly do I make it all work?
我究竟如何使这一切正常工作?
folder structure文件夹结构
folder
├── model # should be copied to \model
│ └── 1
│ └── ...
│ └── 2
│ └── ...
├── server
│ └── Dockerfile
│ └── docker-compose.yml
FROM tensorflow/serving
services:
tfserving:
container_name: tfserving
image: tensorflow/serving
ports:
- "8601:8601"
volumes:
- \folder\model
Dockerfile (name it with capital D so it's recognized by docker-compose with just . (dot) since it's in the same folder): Dockerfile(用大写的 D 命名它,以便 docker-compose 用 . (点)识别它,因为它在同一个文件夹中):
FROM tensorflow/serving
EXPOSE 8601
RUN tensorflow_model_server --rest_api_port=8601 --model_name=model --model_base_path=/model/
docker-compose.yml:码头工人-compose.yml:
version: '3'
services:
tfserving:
container_name: tfserving
build: .
ports:
- "8601:8601"
volumes:
- ../model:/models/model
environment:
- TENSORFLOW_SERVING_MODEL_NAME=model
entrypoint: [ "bash", "-c", "tensorflow_model_server --rest_api_port=8601 --model_name=model --model_base_path=/models/model/"]
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