Nobutaka Kim-Toyoda
03/19/2025, 5:23 AMMarvin
03/19/2025, 5:23 AMbash
prefect block ls
2. Filter by Block Type: To specifically filter for GCS buckets, you can use the block type filter in the Prefect UI or refine your CLI command to target the GCS block type.
The GCS bucket block type is often referred to as GcsBucket
. You can look for this specific type in your list of blocks.
3. Prefect GCP Integration: Make sure you have the prefect-gcp
library installed if you are interacting with GCS. This library provides the necessary integrations for Google Cloud services.
Here's a link to more details on Prefect Blocks and Prefect GCP Integration.
If you need more specific commands or examples, feel free to ask!Nobutaka Kim-Toyoda
03/19/2025, 5:23 AMMarvin
03/19/2025, 5:24 AMPrefectClient
to interact with Prefect's API. Here's a concise example of how you can achieve this:
python
from prefect.client.orchestration import get_client
async def list_gcs_buckets():
async with get_client() as client:
# Fetch all block documents
blocks = await client.read_block_documents()
# Filter blocks by type 'GcsBucket'
gcs_buckets = [block for block in blocks if block.block_type.name == "GcsBucket"]
# Print or return the names of the GCS buckets
for bucket in gcs_buckets:
print(bucket.name)
# To run the async function
import asyncio
asyncio.run(list_gcs_buckets())
### Key Points:
- Get Client: Use get_client()
to obtain a client instance, which can be used to interact with the Prefect API.
- Read Block Documents: Use client.read_block_documents()
to retrieve all block documents.
- Filter by Type: Filter the blocks by checking if block.block_type.name
equals "GcsBucket"
.
For more details, refer to the Prefect Client Documentation. If you have further questions, feel free to ask!Nobutaka Kim-Toyoda
03/19/2025, 5:27 AM"""
List all GCS bucket blocks registered in Prefect Cloud.
This script connects to Prefect Cloud, retrieves all block names,
and filters for GCS bucket blocks.
"""
from prefect.blocks.core import Block
from prefect_gcp.cloud_storage import GcsBucket
from prefect_gcp import GcpCredentials
from prefect.client.orchestration import get_client
async def list_gcs_buckets():
async with get_client(GcpCredentials.load("my-gcp-credentials")) as client:
# Fetch all block documents
blocks = await client.read_block_documents()
# Filter blocks by type 'GcsBucket'
gcs_buckets = [block for block in blocks if block.block_type.name == "GcsBucket"]
# Print or return the names of the GCS buckets
for bucket in gcs_buckets:
print(bucket.name)
# To run the async function
import asyncio
asyncio.run(list_gcs_buckets())
don't I need to use my credentials for the client? with your code I don't get any printoutMarvin
03/19/2025, 5:27 AMprefect_gcp
. The module prefect_gcp
is not found, which suggests that the Prefect GCP integration package might not be installed in your environment.
Here's how you can fix the issue:
1. Install Prefect GCP: Make sure you have the prefect-gcp
package installed. You can install it using pip:
bash
pip install prefect-gcp
2. Use the Correct Credentials: If you want to use your credentials to authenticate the client, you should ensure that the credentials are correctly configured and loaded. The GcpCredentials.load("my-gcp-credentials")
should be replaced with your actual credentials if they are stored as a Prefect block.
3. Revised Code: With the correct setup, your code should look like this:
python
from prefect.client.orchestration import get_client
from prefect_gcp.cloud_storage import GcsBucket
from prefect_gcp import GcpCredentials
async def list_gcs_buckets():
async with get_client() as client:
# Fetch all block documents
blocks = await client.read_block_documents()
# Filter blocks by type 'GcsBucket'
gcs_buckets = [block for block in blocks if block.block_type.name == "GcsBucket"]
# Print or return the names of the GCS buckets
for bucket in gcs_buckets:
print(bucket.name)
# To run the async function
import asyncio
asyncio.run(list_gcs_buckets())
Make sure your credentials are correctly set up in Prefect Cloud and that you have access to the necessary blocks. If you continue to have issues, ensure that the credentials are correctly loaded and that they have the appropriate permissions.