def test_validate_process_graph_remote(self):
""" Validate a process graph using remote specified processes and collections. """
# TODO: vito processes are taken at the moment for validation, change this in the future to GEE
_, valid = validate_process_graph(
self.max_ndvi_pg_filepath,
"https://earthengine.openeo.org/v1.0/collections",
processes_src="https://openeo.vito.be/openeo/1.0/processes")
assert valid
def test_validate_process_graph_local(self):
""" Validate a process graph using processes defined on a backend. """
collections_url = "https://earthengine.openeo.org/v1.0/collections"
_, valid = validate_process_graph(self.max_ndvi_pg_filepath,
collections_url)
assert valid
def test_validate_process_graph_remote(self):
""" Validate a process graph using remote specified processes and collections. """
pg_filepath = os.path.join(self.pg_dirpath, "s2_max_ndvi.json")
valid, _ = validate_process_graph(
pg_filepath,
"https://earthengine.openeo.org/v1.0/collections",
processes_src="https://openeo.vito.be/openeo/1.0/processes")
assert valid
def test_validate_process_graph_local(self):
""" Validate a process graph using processes defined on a backend. """
collections_url = "https://earthengine.openeo.org/v1.0/collections"
pg_filepath = os.path.join(self.pg_dirpath, "s2_max_ndvi.json")
valid, _ = validate_process_graph(pg_filepath, collections_url)
assert valid
def validate(self, user: Dict[str, Any], **process: dict) -> dict:
"""Validate the provided process graph.
Args:
user: The user object.
process: The process graph to validated.
Returns:
A dictionary including the status of the request and validation errors or a serialized service exception.
"""
# TODO: RESPONSE HEADERS -> OpenEO-Costs
try:
# Get all processes
process_response = self.get_all_predefined()
if process_response["status"] == "error":
return process_response
processes = process_response["data"]["processes"]
# Get all collections (full metadata)
data_response = self.data_service.get_all_products()
if data_response["status"] == "error":
return data_response
collections_full_md = []
for col in data_response["data"]["collections"]:
data_response = self.data_service.get_product_detail(
collection_id=col['id'])
if data_response["status"] == "error":
return data_response
collections_full_md.append(data_response['data'])
try:
_ = validate_process_graph(process,
processes_src=processes,
collections_src=collections_full_md)
output_errors: list = []
except ValidationError as exp:
output_errors = [{'code': 400, 'message': str(exp)}]
return {
"status": "success",
"code": 200,
"data": {
'errors': output_errors
}
}
except ValidationError as exp:
return ServiceException(
ProcessesService.name,
400,
user["id"],
str(exp),
internal=False,
links=["#tag/EO-Data-Discovery/paths/~1process_graph/post"
]).to_dict()
except Exception as exp:
return ServiceException(ProcessesService.name, 500, user["id"],
str(exp)).to_dict()
def test_validate_missing_bands(self):
""" Validate a process graph, which does not have any bands information stored. """
pg_filepath = os.path.join(self.pg_dirpath, "s2_missing_bands.json")
valid, _ = validate_process_graph(
pg_filepath,
"https://earthengine.openeo.org/v1.0/collections",
processes_src="https://openeo.vito.be/openeo/1.0/processes")
assert valid