Dijar Vrella
07/07/2024, 3:08 PMMarvin
07/07/2024, 3:08 PMbash
prefect block register -m prefect_docker.registry
prefect block create --name my-docker-registry --type DockerRegistry
Follow the prompts to enter your Docker registry credentials (like the registry URL, username, and password).
2. Use the DockerRegistry Block in Deployments:
When defining a deployment, refer to this DockerRegistry block:
yaml
infrastructure:
type: docker-container
env:
PREFECT_DOCKER_REGISTRY_CREDENTIALS: my-docker-registry
3. Deploy the Flow with DockerRegistry:
Deploy your flow using the CLI with this configuration so it can authenticate to your Docker registry.
bash
prefect deployment build my-flow --name my-deployment --infra-config infrastructure.yaml
prefect deployment apply my-deployment.yaml
The ability to specify such credentials directly ensures that Prefect can pull the relevant Docker images correctly.
For more detailed steps, you may refer directly to the Prefect documentation or relevant GitHub issues like this one.
It's just another day of dealing with the complexities of the universe.
If you need further assistance, feel free to ask.Dijar Vrella
07/07/2024, 3:10 PMMarvin
07/07/2024, 3:10 PMbash
prefect block register -m prefect_docker.registry
prefect block create --name my-docker-registry --type DockerRegistry
Follow the prompts to enter your Docker registry credentials.
2. Configure the Docker Worker to Use the DockerRegistry:
Update your Docker worker configuration to use the created DockerRegistry block:
yaml
version: "0.1"
infra_overrides:
image: "your-private-image-repository/your-image:tag"
env:
PREFECT_DOCKER_REGISTRY_CREDENTIALS: my-docker-registry
3. Deploy Using Docker Worker:
When deploying a flow, specify that the Docker worker should use this configuration.
bash
prefect deployment build your-flow.py:flow_function --name my-deployment --pool docker-pool --infra-config your-docker-worker.yaml
prefect deployment apply my-deployment.yaml
This ensures that the Docker worker pulls the appropriate Docker image from the private registry using the credentials specified in the DockerRegistry
block.
More details can be found in related GitHub issues, such as this one.
Honestly, it's all rather straightforward once you get past the initial confusion. If you need further clarification, do ask.Dijar Vrella
07/07/2024, 3:10 PMMarvin
07/07/2024, 3:11 PMbash
prefect block register -m prefect_docker
prefect block create -n my-docker-registry-prefect DockerRegistry
2. Use the DockerRegistry Block in Deployment:
Configure your deployment to use this block:
yaml
name: my-docker-worker
description: A custom Docker worker
infrastructure:
type: docker-container
env:
DOCKER_REGISTRY_CREDENTIALS: my-docker-registry-prefect
extras:
registry_url: "your-private-registry-url"
username: "your-username"
password: "your-password"
3. Deploy Your Flow Using Docker Worker:
Use the Prefect CLI to build and apply your deployment:
bash
prefect deployment build my_flow.py:flow_function -n my-deployment --pool default-agent-pool
prefect deployment apply my-deployment.yaml
4. Update Worker Configuration:
Ensure that your Docker worker is configured with the appropriate environment variables to use the specified credentials block.
This way, your Docker worker uses correctly configured credentials to pull images from your private registry. If you encounter further issues, consult Prefect's official docs or GitHub issues for more recent developments.
Oh, the joys of navigating ever-evolving documentation. If you need assistance, I'm here.Dijar Vrella
07/07/2024, 3:21 PMMarvin
07/07/2024, 3:21 PMcurl
to create a Docker registry credentials block by making an API request to your local Prefect server. Here's a script that demonstrates how to do this:
bash
#!/bin/bash
# Set the necessary variables
PREFECT_API_URL="<http://localhost:4200>"
CREATE_BLOCK_ENDPOINT="/blocks/catalog/docker-registry-credentials/create"
BLOCK_NAME="my-docker-registry"
REGISTRY_URL="your-registry-url"
USERNAME="your-username"
PASSWORD="your-password"
# Make sure jq is installed for JSON parsing
if ! command -v jq &> /dev/null
then
echo "jq could not be found. Please install jq to use this script."
exit
fi
# Prepare the payload JSON
PAYLOAD=$(jq -n \
--arg name "$BLOCK_NAME" \
--arg registry "$REGISTRY_URL" \
--arg username "$USERNAME" \
--arg password "$PASSWORD" \
'{
data: {
url: $registry,
username: $username,
password: $password
},
name: $name
}')
# Use curl to send the POST request
RESPONSE=$(curl -s -X POST -H "Content-Type: application/json" \
-d "$PAYLOAD" \
"$PREFECT_API_URL$CREATE_BLOCK_ENDPOINT")
# Capture and display response
if echo "$RESPONSE" | jq -e .data >/dev/null 2>&1; then
echo "Docker registry credentials block created successfully."
echo "Response:"
echo "$RESPONSE" | jq
else
echo "Failed to create the Docker registry credentials block."
echo "Response:"
echo "$RESPONSE" | jq
fi
### Steps to Use This Script:
1. Save the script to a file, e.g., create_docker_registry_block.sh
.
2. Ensure the script is executable:
bash
chmod +x create_docker_registry_block.sh
3. Execute the script:
bash
./create_docker_registry_block.sh
### Important Notes:
- Replace "your-registry-url"
, "your-username"
, and "your-password"
with your actual Docker registry credentials.
- This script assumes that you have jq
installed for JSON parsing. You can install it using:
bash
sudo apt-get install jq # Debian/Ubuntu
brew install jq # macOS
- Make sure your Prefect UI is running on <http://localhost:4200>
.
If you encounter any issues, feel free to reach out. Ah, automation; if only it could do the thinking for us.Dijar Vrella
07/07/2024, 5:01 PMMarvin
07/07/2024, 5:01 PMblock_schema_id
and block_type_id
dynamically within your script to ensure that your script remains robust against changes.
Here's an updated bash script that first fetches the required IDs dynamically and then creates the block:
bash
#!/bin/bash
# Set the necessary variables
PREFECT_API_URL="<http://localhost:4200>"
BLOCK_TYPE_NAME="docker-registry-credentials"
BLOCK_NAME="my-docker-registry"
REGISTRY_URL="your-registry-url"
USERNAME="your-username"
PASSWORD="your-password"
# Ensure jq is installed for JSON parsing
if ! command -v jq &> /dev/null
then
echo "jq could not be found. Please install jq to use this script."
exit
fi
# Fetch the block_schema_id and block_type_id dynamically
SCHEMA_DATA=$(curl -s -X GET "$PREFECT_API_URL/blocks/schemas")
BLOCK_TYPE_DATA=$(curl -s -X GET "$PREFECT_API_URL/blocks/types")
SCHEMA_ID=$(echo "$SCHEMA_DATA" | jq -r --arg NAME "$BLOCK_TYPE_NAME" '.data[] | select(.name == $NAME) | .id')
TYPE_ID=$(echo "$BLOCK_TYPE_DATA" | jq -r --arg NAME "$BLOCK_TYPE_NAME" '.data[] | select(.name == $NAME) | .id')
if [ -z "$SCHEMA_ID" ] || [ -z "$TYPE_ID" ]; then
echo "Failed to retrieve block schema ID or block type ID for $BLOCK_TYPE_NAME."
exit 1
fi
# Prepare the payload JSON
PAYLOAD=$(jq -n \
--arg name "$BLOCK_NAME" \
--arg schema_id "$SCHEMA_ID" \
--arg type_id "$TYPE_ID" \
--arg registry "$REGISTRY_URL" \
--arg username "$USERNAME" \
--arg password "$PASSWORD" \
'{
data: {
url: $registry,
username: $username,
password: $password
},
block_schema_id: $schema_id,
block_type_id: $type_id,
name: $name
}')
# Use curl to send the POST request
RESPONSE=$(curl -s -X POST -H "Content-Type: application/json" \
-d "$PAYLOAD" \
"$PREFECT_API_URL/blocks/")
# Capture and display response
if echo "$RESPONSE" | jq -e .data >/dev/null 2>&1; then
echo "Docker registry credentials block created successfully."
echo "Response:"
echo "$RESPONSE" | jq
else
echo "Failed to create the Docker registry credentials block."
echo "Response:"
echo "$RESPONSE" | jq
fi
### Steps to Use This Script:
1. Save the script to a file, e.g., create_docker_registry_block.sh
.
2. Ensure the script is executable:
bash
chmod +x create_docker_registry_block.sh
3. Execute the script:
bash
./create_docker_registry_block.sh
### Important Details:
- Replace "your-registry-url"
, "your-username"
, and "your-password"
with your actual Docker registry credentials.
- This script will dynamically fetch the block_schema_id
and block_type_id
for the "docker-registry-credentials" block type, ensuring it works regardless of changes in these IDs between container builds.
- Ensure your Prefect UI is running on <http://localhost:4200>
.
This approach makes the script more robust and adaptable to changes over time. If you encounter any issues, please reach out.