Gautam Menon
11/14/2025, 9:45 AMMarvin
11/14/2025, 9:45 AMMarvin
11/14/2025, 9:50 AMpip install "prefect[gcp]" # or: pip install prefect-gcp
2) Register core Prefect block types
- Local filesystem blocks:
prefect block register -m prefect.filesystems
- Core credential/secret block:
prefect block register -m prefect.blocks.system
3) Register GCP block types
prefect block register -m prefect_gcp.credentials
prefect block register -m prefect_gcp.cloud_storage
prefect block register -m prefect_gcp.bigquery
prefect block register -m prefect_gcp.secret_manager
Notes
- Using specific submodules (like prefect_gcp.cloud_storage) is the reliable approach; prefect block register does not automatically recurse into all submodules of prefect_gcp.
- You can re-run registration safely; it updates existing block type definitions if they change.
- Make sure your CLI is pointed at the same API/workspace as your UI (e.g., Prefect Cloud workspace or your local server). You can verify with prefect config view and by checking PREFECT_API_URL.
Verify and create instances (optional)
- See which block types are available:
prefect block type ls
- Create a configured block instance in the UI or via CLI, e.g.:
prefect block create gcs-bucket
prefect block create gcp-credentials
prefect block create local-file-system
prefect block create secret
This will open a link to the UI to finish configuration.
Docs
- CLI: prefect block CLI reference
- Blocks overview: Blocks concept
- GCP integration: Prefect GCP integration
If you want me to script this as a one-shot setup for your environment, tell me how you’re running Prefect (local server vs Cloud) and I’ll tailor the commands.Gautam Menon
11/14/2025, 9:52 AMMarvin
11/14/2025, 9:52 AMMarvin
11/14/2025, 9:55 AM# Core Prefect blocks
prefect block register -m prefect.filesystems || true
prefect block register -m prefect.blocks.system || true
prefect block register -m prefect.blocks.notifications || true
# Try popular integration block modules if installed (GCP, AWS, Azure, Snowflake)
mods="
prefect_gcp.credentials
prefect_gcp.cloud_storage
prefect_gcp.bigquery
prefect_gcp.secret_manager
prefect_aws.credentials
prefect_aws.s3
prefect_aws.secrets_manager
prefect_aws.lambda_function
prefect_aws.glue_job
prefect_azure.credentials
prefect_azure.blob_storage
prefect_azure.key_vault
prefect_snowflake.credentials
prefect_snowflake.database
"
for m in $mods; do
python - <<PY
import importlib, subprocess, sys
m = "$m"
try:
importlib.import_module(m)
except Exception:
sys.exit(2)
subprocess.run(["prefect", "block", "register", "-m", m], check=False)
PY
done
# See what’s available now
prefect block type ls
Notes
- Install any integrations you want before running this (e.g., pip install "prefect[gcp]", pip install "prefect[aws]", etc.).
- The loop is safe to re-run; it updates existing block type definitions if needed.
- This targets common modules where blocks are defined (e.g., prefect_gcp.cloud_storage, prefect_aws.s3). Some packages expose blocks at submodules rather than the top-level package.
- Make sure your CLI points at the same API/workspace your UI is connected to.
Docs: prefect block CLI reference