def build_project(
self,
selectors: Optional[List[str]] = None,
exclusions: Optional[List[str]] = None,
) -> None:
"""Creates an object representation of the project's LookML.
Args:
selectors: List of selector strings in 'model_name/explore_name' format.
The '*' wildcard selects all models or explores. For instance,
'model_name/*' would select all explores in the 'model_name' model.
"""
# Assign default values for selectors and exclusions
if selectors is None:
selectors = ["*/*"]
if exclusions is None:
exclusions = []
logger.info(
f"Building LookML project hierarchy for project {self.project.name}"
)
all_models = [
Model.from_json(model)
for model in self.client.get_lookml_models()
]
project_models = [
model for model in all_models
if model.project_name == self.project.name
]
if not project_models:
raise LookMlNotFound(
name="project-models-not-found",
title=
"No matching models found for the specified project and selectors.",
detail=(f"Go to {self.client.base_url}/projects and confirm "
"a) at least one model exists for the project and "
"b) it has an active configuration."),
)
for model in project_models:
model.explores = [
explore for explore in model.explores
if is_selected(model.name, explore.name, selectors, exclusions)
]
for explore in model.explores:
dimensions_json = self.client.get_lookml_dimensions(
model.name, explore.name)
for dimension_json in dimensions_json:
dimension = Dimension.from_json(dimension_json, model.name,
explore.name)
dimension.url = self.client.base_url + dimension.url
if not dimension.ignore:
explore.add_dimension(dimension)
self.project.models = [
model for model in project_models if len(model.explores) > 0
]
def build_project(self, selectors: List[str]) -> None:
"""Creates an object representation of the project's LookML.
Args:
selectors: List of selector strings in 'model_name.explore_name' format.
The '*' wildcard selects all models or explores. For instance,
'model_name.*' would select all explores in the 'model_name' model.
"""
selection = self.parse_selectors(selectors)
logger.info(
f"Building LookML project hierarchy for project {self.project.name}"
)
all_models = [
Model.from_json(model)
for model in self.client.get_lookml_models()
]
project_models = [
model for model in all_models if model.project == self.project.name
]
# Expand wildcard operator to include all specified or discovered models
selected_model_names = selection.keys()
if "*" in selected_model_names:
explore_names = selection.pop("*")
for model in project_models:
selection[model.name].update(explore_names)
selected_models = self._select(choices=tuple(selection.keys()),
select_from=project_models)
for model in selected_models:
# Expand wildcard operator to include all specified or discovered explores
selected_explore_names = selection[model.name]
if "*" in selected_explore_names:
selected_explore_names.remove("*")
selected_explore_names.update(
set(explore.name for explore in model.explores))
selected_explores = self._select(
choices=tuple(selected_explore_names),
select_from=model.explores)
for explore in selected_explores:
dimensions_json = self.client.get_lookml_dimensions(
model.name, explore.name)
for dimension_json in dimensions_json:
dimension = Dimension.from_json(dimension_json)
dimension.url = self.client.base_url + dimension.url
if not dimension.ignore:
explore.add_dimension(dimension)
model.explores = selected_explores
self.project.models = selected_models
def test_model_from_json():
json_dict = load_resource("response_models.json")
model = Model.from_json(json_dict[0])
assert model.name == "test_model_one"
assert model.project_name == "test_project"
assert [e.name for e in model.explores] == ["test_explore_one"]