Tianqi-Dotes commented on code in PR #10217:
URL: https://github.com/apache/dolphinscheduler/pull/10217#discussion_r881088536


##########
docs/docs/en/guide/task/mlflow.md:
##########
@@ -20,7 +20,7 @@ The Mlflow plugin currently supports and will support the 
following:
 - [ ] MLflow Models
     - [x] MLFLOW: Use `MLflow models serve` to deploy a model service
     - [x] Docker: Run the container after packaging the docker image
-    - [ ] Docker Compose: Use docker compose to run the container, Will 
replace the docker run above
+    - [x] Docker Compose: Use docker compose to run the container, Will 
replace the docker run above

Review Comment:
   Docker Compose: Use docker compose to run the container, Will replace the 
docker run above
   -》
   Docker Compose: Use docker compose to run the container, it will replace the 
docker run above



##########
docs/docs/en/guide/task/mlflow.md:
##########
@@ -150,6 +150,16 @@ The actual interface is as follows
 - **model-uri** :Model-uri of mlflow , support `models:/<model_name>/suffix` 
format and `runs:/` format. See 
https://mlflow.org/docs/latest/tracking.html#artifact-stores
 - **Port** :The port to listen on
 
+#### DOCKER COMPOSE
+
+![mlflow-models-docker-compose](/img/tasks/demo/mlflow-models-docker-compose.png)
+
+- **mlflow server tracking uri** :MLflow server uri, default 
http://localhost:5000.

Review Comment:
   - **mlflow server tracking uri** :MLflow server uri, default 
http://localhost:5000.
   - ->
   - **MLflow Server Tracking URI**: MLflow server URI, default is 
`http://localhost:5000`.
   please replace and paste my corrections



##########
docs/docs/en/guide/task/mlflow.md:
##########
@@ -20,7 +20,7 @@ The Mlflow plugin currently supports and will support the 
following:
 - [ ] MLflow Models

Review Comment:
   please make corrections to all the `mlflow` to  `MLflow`



##########
docs/docs/en/guide/task/mlflow.md:
##########
@@ -150,6 +150,16 @@ The actual interface is as follows
 - **model-uri** :Model-uri of mlflow , support `models:/<model_name>/suffix` 
format and `runs:/` format. See 
https://mlflow.org/docs/latest/tracking.html#artifact-stores
 - **Port** :The port to listen on
 
+#### DOCKER COMPOSE
+
+![mlflow-models-docker-compose](/img/tasks/demo/mlflow-models-docker-compose.png)
+
+- **mlflow server tracking uri** :MLflow server uri, default 
http://localhost:5000.
+- **model-uri** :Model-uri of mlflow , support `models:/<model_name>/suffix` 
format and `runs:/` format. See 
https://mlflow.org/docs/latest/tracking.html#artifact-stores

Review Comment:
   - **model-uri**
   ->
   - **Model-uri** or 
   - **Model-URI**



##########
docs/docs/en/guide/task/mlflow.md:
##########
@@ -150,6 +150,16 @@ The actual interface is as follows
 - **model-uri** :Model-uri of mlflow , support `models:/<model_name>/suffix` 
format and `runs:/` format. See 
https://mlflow.org/docs/latest/tracking.html#artifact-stores
 - **Port** :The port to listen on
 
+#### DOCKER COMPOSE
+
+![mlflow-models-docker-compose](/img/tasks/demo/mlflow-models-docker-compose.png)
+
+- **mlflow server tracking uri** :MLflow server uri, default 
http://localhost:5000.
+- **model-uri** :Model-uri of mlflow , support `models:/<model_name>/suffix` 
format and `runs:/` format. See 
https://mlflow.org/docs/latest/tracking.html#artifact-stores
+- **Port** :The port to listen on
+- **max cpu limit** :For example `1.0` or `0.5`, the same as docker compose.

Review Comment:
   - **max cpu limit**
   - ->
   -  **Max CPU Limit**



##########
docs/docs/en/guide/task/mlflow.md:
##########
@@ -150,6 +150,16 @@ The actual interface is as follows
 - **model-uri** :Model-uri of mlflow , support `models:/<model_name>/suffix` 
format and `runs:/` format. See 
https://mlflow.org/docs/latest/tracking.html#artifact-stores
 - **Port** :The port to listen on
 
+#### DOCKER COMPOSE
+
+![mlflow-models-docker-compose](/img/tasks/demo/mlflow-models-docker-compose.png)
+
+- **mlflow server tracking uri** :MLflow server uri, default 
http://localhost:5000.
+- **model-uri** :Model-uri of mlflow , support `models:/<model_name>/suffix` 
format and `runs:/` format. See 
https://mlflow.org/docs/latest/tracking.html#artifact-stores
+- **Port** :The port to listen on
+- **max cpu limit** :For example `1.0` or `0.5`, the same as docker compose.
+- **max memory limit** :For example `1G` or `500M`, the same as docker compose.

Review Comment:
   - **max memory limit**
   - >
   - **Max Memory Limit**



##########
docs/docs/en/guide/task/mlflow.md:
##########
@@ -150,6 +150,16 @@ The actual interface is as follows
 - **model-uri** :Model-uri of mlflow , support `models:/<model_name>/suffix` 
format and `runs:/` format. See 
https://mlflow.org/docs/latest/tracking.html#artifact-stores
 - **Port** :The port to listen on
 
+#### DOCKER COMPOSE
+
+![mlflow-models-docker-compose](/img/tasks/demo/mlflow-models-docker-compose.png)
+
+- **mlflow server tracking uri** :MLflow server uri, default 
http://localhost:5000.

Review Comment:
   please replace all the ':' to ':'



##########
docs/docs/en/guide/task/mlflow.md:
##########
@@ -150,6 +150,16 @@ The actual interface is as follows
 - **model-uri** :Model-uri of mlflow , support `models:/<model_name>/suffix` 
format and `runs:/` format. See 
https://mlflow.org/docs/latest/tracking.html#artifact-stores
 - **Port** :The port to listen on
 
+#### DOCKER COMPOSE
+
+![mlflow-models-docker-compose](/img/tasks/demo/mlflow-models-docker-compose.png)
+

Review Comment:
   please add '.' at the end of the bullets here, or remove all the ',' here.



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