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Install

pip install git+https://github.com/equinor/warmth-utils.git

Environmental variables required

  • CLIENT_ID
  • CLIENT_SECRET
  • TENANT_ID
  • CACHEDIR
  • MODELSPEC
  • RDDMSURL
  • RDDMSDATASPACE
  • OSDUHOST
  • OSDUPARTITION
  • OSDURESOURCEID

Get model spec

from warmth_utils.geomint import model_spec_dict, model_spec
model_spec_dict # Model spec in python dict
model_spec # Optional: Model spec in Pydantic object

Download map and save as irap_binary file

from warmth_utils.rddms import download_map
from warmth_utils.config import CACHE_DIR
import asyncio
epc = "eml:///dataspace('psscloud/Dev')/eml20.EpcExternalPartReference(004fa1b4-cf6e-4b35-a933-2f98d1430c8d)"
crs = "eml:///dataspace('psscloud/Dev')/resqml20.LocalDepth3dCrs(96605b7a-5f14-4de8-9548-c59887d8964c)"
gri = "eml:///dataspace('psscloud/Dev')/resqml20.Grid2dRepresentation(ccc012b4-d095-4c39-9c9a-18f8ecfbc92e)"
filepath = CACHE_DIR / <FILENAME>
asyncio.run(download_map(epc, gri, str(filepath)))

Download epc mesh

from warmth_utils.rddms import download_epc
import asyncio
mesh_path = asyncio.run(download_epc())
mesh_path = str(mesh_path) # as string

Upload Migris result maps

from warmth_utils.rddms import connect
from warmth_utils.auth import msal_token
import xtgeo
import asyncio
async def upload_maps(surf):
    async with connect(msal_token()) as client:
        uris = await client.put_xtgeo_surface(surf, 23031)
    return list(map(lambda u: u.raw_uri, uris))
surf = xtgeo.surface_from_file(<FILEPATH>, fformat="irap_binary")
r = asyncio.run(upload_maps(surf))

Upload Migris results

from warmth_utils.osdu import upload_migri_results
from warmth_utils.geomint import model_spec
import json
# metadata_json_path is the json frile from post_migribee step
result_maps_metadata_path = <metadata_json_path>
with open(result_maps_metadata_path, "r") as f:
    result_maps_metadata = json.load(f)
upload_migri_results(<PATH_TO_MIGRI_PROJECT_FILE>, result_maps_metadata)

AUTH MODE TO RDDMS

# No auth
from warmth_utils.config import config
config.AUTH_MODE = "None"

# Azure (default)
from warmth_utils.config import config
config.AUTH_MODE = "Azure"

poetry run datamodel-codegen --input ./warmth_utils/swagger.json --input-file-type openapi --output ./warmth_utils/datamodels