-
-
Notifications
You must be signed in to change notification settings - Fork 0
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
- Loading branch information
Showing
5 changed files
with
105 additions
and
12 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
|
@@ -152,3 +152,6 @@ zarr | |
|
||
# Dagster | ||
tmp* | ||
|
||
# uv | ||
uv.lock |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,75 @@ | ||
"""Zarr archive of Summary NWP data from ECMWF's EPS. | ||
EPS is the ECMWF Ensemble Prediction System, | ||
which provides 50 perturbed forecasts of upcoming atmospheric conditions. | ||
This asset contains summary statistics of this data (mean, standard deviation) for India. | ||
Sourced via MARS API from ECMWF (https://apps.ecmwf.int/mars-catalogue). | ||
This asset is updated monthly, and surfaced as a Zarr Directory Store for each month. | ||
It is downloaded using the nwp-consumer docker image | ||
(https://github.com/openclimatefix/nwp-consumer). | ||
""" | ||
|
||
import datetime as dt | ||
import os | ||
from typing import Any | ||
|
||
import dagster as dg | ||
from dagster_docker import PipesDockerClient | ||
|
||
from constants import LOCATIONS_BY_ENVIRONMENT | ||
|
||
env = os.getenv("ENVIRONMENT", "local") | ||
ZARR_FOLDER = LOCATIONS_BY_ENVIRONMENT[env].NWP_ZARR_FOLDER | ||
ARCHIVE_FOLDER = f"{ZARR_FOLDER}/nwp/ecmwf-eps/india-stat" | ||
|
||
@dg.asset( | ||
name="zarr_archive", | ||
description=__doc__, | ||
key_prefix=["nwp", "ecmwf-eps", "india-stat"], | ||
metadata={ | ||
"archive_folder": dg.MetadataValue.text(ARCHIVE_FOLDER), | ||
"area": dg.MetadataValue.text("global"), | ||
"source": dg.MetadataValue.text("ecmwf-mars"), | ||
"expected_runtime": dg.MetadataValue.text("6 hours"), | ||
}, | ||
compute_kind="docker", | ||
automation_condition=dg.AutomationCondition.eager(), | ||
tags={ | ||
"dagster/max_runtime": str(60 * 60 * 10), # Should take 6 ish hours | ||
"dagster/priority": "1", | ||
"dagster/concurrency_key": "ecmwf-mars-consumer", | ||
}, | ||
partitions_def=dg.MonthlyPartitionsDefinition( | ||
start_date="2020-01-01", | ||
end_offset=-3, | ||
), | ||
) | ||
def ecmwf_eps_india_stat( | ||
context: dg.AssetExecutionContext, | ||
pipes_docker_client: PipesDockerClient, | ||
) -> Any: | ||
image: str = "ghcr.io/openclimatefix/nwp-consumer:1.0.3" | ||
it: dt.datetime = context.partition_time_window.start | ||
return pipes_docker_client.run( | ||
image=image, | ||
command=[ | ||
"archive" | ||
"-y", | ||
str(it.year), | ||
"-m", | ||
str(it.month), | ||
], | ||
env={ | ||
"MODEL_REPOSITORY": "ceda-metoffice-global", | ||
"NOTIFICATION_REPOSITORY": "dagster-pipes", | ||
"ECMWF_API_KEY": os.environ["ECMWF_API_KEY"], | ||
"ECMWF_API_EMAIL": os.environ["ECMWF_API_EMAIL"], | ||
"ECMWF_API_URL": os.environ["ECMWF_API_URL"], | ||
"ECMWF_MARS_AREA": "35/67/6/97", | ||
}, | ||
container_kwargs={ | ||
"volumes": [f"{ARCHIVE_FOLDER}:/work"], | ||
}, | ||
context=context, | ||
).get_results() |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters