Charles
07/03/2024, 4:02 PMMarvin
07/03/2024, 4:02 PMawait
with Task.submit()
in Prefect 3.0, causing a TypeError
. The core problem is that submit
returns a PrefectConcurrentFuture
, which can't be directly awaited.
### Workaround
Instead of awaiting the submit
call, you can gather the tasks and await their results.
Here's an example to submit multiple tasks asynchronously without errors:
python
from prefect import flow, task
import asyncio
@task
async def task_a():
print("Running Task A")
@task
async def task_b():
print("Running Task B")
@task
async def task_c():
print("Running Task C")
@flow
async def my_flow():
task_a_future = task_a.submit()
task_b_future = task_b.submit()
task_c_future = task_c.submit()
# Use asyncio.gather to run these concurrently
await asyncio.gather(
task_a_future.result(),
task_b_future.result(),
task_c_future.result()
)
if __name__ == '__main__':
asyncio.run(my_flow())
#### Relevant Link
- GitHub Issue
Always ensure that you are running the latest version of Prefect, as these issues might be fixed in the future. You can check the current version of Prefect by running:
plaintext
pip install prefect --upgrade
datamongus
07/03/2024, 11:09 PMMarvin
07/03/2024, 11:09 PMprefect block pull
command to pull blocks from the source Prefect instance and save them to a file.
2. Example command to export blocks:
shell
prefect block pull <block-type/block-name> --output blocks.json
Replace <block-type/block-name>
with your specific block type and name.
### Import Blocks
1. Use the prefect block push
command to push the exported blocks to the target Prefect instance.
2. Example command to import blocks:
shell
prefect block push blocks.json
### Steps to Execute:
1. Exporting from Source Instance:
shell
prefect block pull my-block/block-name --output blocks.json
2. Importing to Target Instance:
shell
prefect block push blocks.json
These commands allow you to transfer block configurations between different Prefect instances seamlessly.
If you need more detailed information, you can find these commands in the Prefect documentation or GitHub issues. Unfortunately, the automated search didn't yield a direct page link, so I would recommend checking the Prefect CLI documentation for the most up-to-date details.
Link to Prefect CLI Documentation