mirror of
https://github.com/Toumash/mlflow-docker
synced 2025-12-22 04:59:30 +01:00
feat(bash): adds bash script generators
This commit is contained in:
14
README.md
14
README.md
@@ -65,18 +65,12 @@ s3Client.make_bucket('mlflow')
|
|||||||
|
|
||||||
5. Configure your client-side
|
5. Configure your client-side
|
||||||
|
|
||||||
For running mlflow files you AWS_ACCESS_KEY_ID and AWS_SECRET_ACCESS_KEY environment variables present on the client-side.
|
For running mlflow files you need various environment variables set on the client side. To generate them user the convienience script `./bashrc_install.sh`, which installs it on your system or `./bashrc_generate.sh`, which just displays the config to copy & paste.
|
||||||
|
|
||||||
Also, you will need to specify the address of your S3 server (minio) and mlflow tracking server. For that, run following script
|
> $ ./bashrc_install.sh
|
||||||
|
> [ OK ] Successfully installed environment variables into your .bashrc!
|
||||||
|
|
||||||
```shell
|
The script installs this variables: AWS_ACCESS_KEY_ID, AWS_SECRET_ACCESS_KEY, MLFLOW_S3_ENDPOINT_URL, MLFLOW_TRACKING_URI. All of them are needed to use mlflow from the client-side.
|
||||||
export AWS_ACCESS_KEY_ID=AKIAIOSFODNN7EXAMPLE
|
|
||||||
export AWS_SECRET_ACCESS_KEY=wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY
|
|
||||||
export MLFLOW_S3_ENDPOINT_URL=http://localhost:9000
|
|
||||||
export MLFLOW_TRACKING_URI=http://localhost:5000
|
|
||||||
```
|
|
||||||
|
|
||||||
or paste it into your .bashrc file and then run `source ~/.bashrc`
|
|
||||||
|
|
||||||
6. Test the pipeline with below command with conda. If you dont have conda installed run with `--no-conda`
|
6. Test the pipeline with below command with conda. If you dont have conda installed run with `--no-conda`
|
||||||
|
|
||||||
|
|||||||
12
bashrc_generate.sh
Normal file
12
bashrc_generate.sh
Normal file
@@ -0,0 +1,12 @@
|
|||||||
|
#!/bin/bash
|
||||||
|
|
||||||
|
source .env
|
||||||
|
|
||||||
|
echo "Copy and paste below configuration into your ~/.bashrc file!"
|
||||||
|
echo ""
|
||||||
|
echo "# MLFLOW CONFIG"
|
||||||
|
echo "export AWS_ACCESS_KEY_ID=$AWS_ACCESS_KEY_ID"
|
||||||
|
echo "export AWS_SECRET_ACCESS_KEY=$AWS_SECRET_ACCESS_KEY"
|
||||||
|
echo "export MLFLOW_S3_ENDPOINT_URL=$MLFLOW_S3_ENDPOINT_URL"
|
||||||
|
echo "export MLFLOW_TRACKING_URI=$MLFLOW_TRACKING_URI"
|
||||||
|
echo "# END MLFLOW CONFIG"
|
||||||
12
bashrc_install.sh
Normal file
12
bashrc_install.sh
Normal file
@@ -0,0 +1,12 @@
|
|||||||
|
#!/bin/bash
|
||||||
|
|
||||||
|
source .env
|
||||||
|
|
||||||
|
echo "# MLFLOW CONFIG" >> ~/.bashrc
|
||||||
|
echo "export AWS_ACCESS_KEY_ID=$AWS_ACCESS_KEY_ID" >> ~/.bashrc
|
||||||
|
echo "export AWS_SECRET_ACCESS_KEY=$AWS_SECRET_ACCESS_KEY" >> ~/.bashrc
|
||||||
|
echo "export MLFLOW_S3_ENDPOINT_URL=$MLFLOW_S3_ENDPOINT_URL" >> ~/.bashrc
|
||||||
|
echo "export MLFLOW_TRACKING_URI=$MLFLOW_TRACKING_URI" >> ~/.bashrc
|
||||||
|
echo "# END MLFLOW CONFIG" >> ~/.bashrc
|
||||||
|
|
||||||
|
echo "[ OK ] Successfully installed environment variables into your .bashrc!"
|
||||||
Reference in New Issue
Block a user