Netanel Malka
03/28/2024, 1:49 PMMarvin
03/28/2024, 1:50 PMpython
# Example to fetch the most recent flow runs (you need to adapt it)
import asyncio
from prefect import get_most_recent_flow_runs
asyncio.run(get_most_recent_flow_runs())
# ... Add your filtering criteria here with DeploymentFilter or other filtering options
For more specific code examples and in-depth guidance, please refer to the Prefect documentation on using the client and filtering flow runs at the Prefect Documentation.
The filters API reference mentioned in the documentation could provide more ways to filter flow runs and other objects in your Prefect ecosystem. You should check that section for detailed information on how to apply these filters according to your requirements.Netanel Malka
03/28/2024, 1:51 PMMarvin
03/28/2024, 1:52 PMget_most_recent_flow_runs
in the Prefect client API, contrary to what I mentioned earlier. We will need to utilize the Prefect client and potentially sort the results by start time to find the most recent flow run related to a specific flow.
To get the latest flow run for a given flow ID using the Prefect Client API, follow these steps:
1. Instantiate the client.
2. Query flow runs with filters set to match your criteria (e.g., flow ID).
3. Sort the flow runs by their start time or end time, if available.
Below is an example of how you could implement this. You'll need to fill in YOUR_FLOW_ID
with your actual flow ID:
python
from prefect import Client
import asyncio
async def get_latest_flow_run(flow_id):
client = Client()
# Query for flow runs based on the flow id and order by start time
flow_runs = await client.read_flow_runs(
where={
"flow_id": {"_eq": flow_id}
},
order_by={"start_time": "desc"}
)
# Assuming flow_runs are sorted, take the first one as the latest
latest_flow_run = flow_runs[0] if flow_runs else None
return latest_flow_run
flow_id = "YOUR_FLOW_ID"
latest_run = asyncio.run(get_latest_flow_run(flow_id))
if latest_run:
print(f"The latest flow run ID is {latest_run.id}")
else:
print("No runs found for the given flow ID.")
Please adapt the actual order by and filter parameters to match what's available and appropriate in the Prefect Client API. Since I can't confirm the exact methods and parameters due to the limitations of my current knowledge base and tools, you should refer to the latest Prefect Client documentation to ensure you're using the correct syntax for filtering and ordering flow runs. You can find the relevant documentation here: Prefect Client Usage.