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600 | class KiaraConfig(BaseSettings):
class Config:
env_prefix = "kiara_"
extra = Extra.forbid
use_enum_values = True
@classmethod
def create_in_folder(cls, path: Union[Path, str]) -> "KiaraConfig":
if isinstance(path, str):
path = Path(path)
path = path.absolute()
if path.exists():
raise Exception(
f"Can't create new kiara config, path exists: {path.as_posix()}"
)
config = KiaraConfig(base_data_path=path.as_posix())
config_file = path / KIARA_CONFIG_FILE_NAME
config.save(config_file)
return config
@classmethod
def load_from_file(cls, path: Union[Path, None] = None) -> "KiaraConfig":
if path is None:
path = Path(KIARA_MAIN_CONFIG_FILE)
if not path.exists():
raise Exception(
f"Can't load kiara config, path does not exist: {path.as_posix()}"
)
if path.is_dir():
path = path / KIARA_CONFIG_FILE_NAME
if not path.exists():
raise Exception(
f"Can't load kiara config, path does not exist: {path.as_posix()}"
)
with path.open("rt") as f:
data = yaml.load(f)
config = KiaraConfig(**data)
config._config_path = path
return config
context_search_paths: List[str] = Field(
description="The base path to look for contexts in.",
default=[KIARA_MAIN_CONTEXTS_PATH],
)
base_data_path: str = Field(
description="The base path to use for all data (unless otherwise specified.",
default=kiara_app_dirs.user_data_dir,
)
stores_base_path: str = Field(
description="The base path for the stores of this context."
)
default_context: str = Field(
description="The name of the default context to use if none is provided.",
default=DEFAULT_CONTEXT_NAME,
)
auto_generate_contexts: bool = Field(
description="Whether to auto-generate requested contexts if they don't exist yet.",
default=True,
)
runtime_config: KiaraRuntimeConfig = Field(
description="The kiara runtime config.", default_factory=KiaraRuntimeConfig
)
_contexts: Dict[uuid.UUID, "Kiara"] = PrivateAttr(default_factory=dict)
_available_context_files: Dict[str, Path] = PrivateAttr(default=None)
_context_data: Dict[str, KiaraContextConfig] = PrivateAttr(default_factory=dict)
_config_path: Union[Path, None] = PrivateAttr(default=None)
@validator("context_search_paths")
def validate_context_search_paths(cls, v):
if not v or not v[0]:
v = [KIARA_MAIN_CONTEXTS_PATH]
return v
@root_validator(pre=True)
def _set_paths(cls, values: Any):
base_path = values.get("base_data_path", None)
if not base_path:
base_path = os.path.abspath(kiara_app_dirs.user_data_dir)
values["base_data_path"] = base_path
elif isinstance(base_path, Path):
base_path = base_path.absolute().as_posix()
values["base_data_path"] = base_path
stores_base_path = values.get("stores_base_path", None)
if not stores_base_path:
stores_base_path = os.path.join(base_path, "stores")
values["stores_base_path"] = stores_base_path
context_search_paths = values.get("context_search_paths")
if not context_search_paths:
context_search_paths = [os.path.join(base_path, "contexts")]
values["context_search_paths"] = context_search_paths
return values
@property
def available_context_names(self) -> Iterable[str]:
if self._available_context_files is not None:
return self._available_context_files.keys()
result = {}
for search_path in self.context_search_paths:
sp = Path(search_path)
for path in sp.rglob("*.yaml"):
rel_path = path.relative_to(sp)
alias = rel_path.as_posix()[0:-5]
alias = alias.replace(os.sep, ".")
result[alias] = path
self._available_context_files = result
return self._available_context_files.keys()
@property
def context_configs(self) -> Mapping[str, KiaraContextConfig]:
return {a: self.get_context_config(a) for a in self.available_context_names}
def get_context_config(
self,
context_name: Union[str, None] = None,
auto_generate: Union[bool, None] = None,
) -> KiaraContextConfig:
if auto_generate is None:
auto_generate = self.auto_generate_contexts
if context_name is None:
context_name = self.default_context
if context_name not in self.available_context_names:
if not auto_generate and not context_name == DEFAULT_CONTEXT_NAME:
raise Exception(
f"No kiara context with name '{context_name}' available."
)
else:
return self.create_context_config(context_alias=context_name)
if context_name in self._context_data.keys():
return self._context_data[context_name]
context_file = self._available_context_files[context_name]
context_data = get_data_from_file(context_file, content_type="yaml")
changed = False
if "extra_pipeline_folders" in context_data.keys():
epf = context_data.pop("extra_pipeline_folders")
context_data.setdefault("extra_pipelines", []).extend(epf)
changed = True
context = KiaraContextConfig(**context_data)
if not changed:
changed = self._validate_context(context_config=context)
if changed:
logger.debug(
"write.context_file",
context_config_file=context_file.as_posix(),
context_name=context_name,
reason="context changed after validation",
)
context_file.parent.mkdir(parents=True, exist_ok=True)
with open(context_file, "wt") as f:
yaml.dump(context.dict(), f)
context._context_config_path = context_file
self._context_data[context_name] = context
return context
def _validate_context(self, context_config: KiaraContextConfig) -> bool:
env_registry = EnvironmentRegistry.instance()
from kiara.models.runtime_environment.kiara import KiaraTypesRuntimeEnvironment
kiara_types: KiaraTypesRuntimeEnvironment = env_registry.environments["kiara_types"] # type: ignore
available_archives = kiara_types.archive_types
changed = False
if DEFAULT_DATA_STORE_MARKER not in context_config.archives.keys():
data_store_type = "filesystem_data_store"
assert data_store_type in available_archives.item_infos.keys()
data_store_id = ID_REGISTRY.generate(comment="default data store id")
data_archive_config = {
"archive_path": os.path.abspath(
os.path.join(
self.stores_base_path, data_store_type, str(data_store_id)
)
)
}
data_store = KiaraArchiveConfig.construct(
archive_id=str(data_store_id),
archive_type=data_store_type,
config=data_archive_config,
)
context_config.archives[DEFAULT_DATA_STORE_MARKER] = data_store
changed = True
if DEFAULT_JOB_STORE_MARKER not in context_config.archives.keys():
job_store_type = "filesystem_job_store"
assert job_store_type in available_archives.item_infos.keys()
job_store_id = ID_REGISTRY.generate(comment="default job store id")
job_archive_config = {
"archive_path": os.path.abspath(
os.path.join(
self.stores_base_path, job_store_type, str(job_store_id)
)
)
}
job_store = KiaraArchiveConfig.construct(
archive_id=str(job_store_id),
archive_type=job_store_type,
config=job_archive_config,
)
context_config.archives[DEFAULT_JOB_STORE_MARKER] = job_store
changed = True
if DEFAULT_ALIAS_STORE_MARKER not in context_config.archives.keys():
alias_store_type = "filesystem_alias_store"
assert alias_store_type in available_archives.item_infos.keys()
alias_store_id = ID_REGISTRY.generate(comment="default alias store id")
alias_store_config = {
"archive_path": os.path.abspath(
os.path.join(
self.stores_base_path, alias_store_type, str(alias_store_id)
)
)
}
alias_store = KiaraArchiveConfig.construct(
archive_id=str(alias_store_id),
archive_type=alias_store_type,
config=alias_store_config,
)
context_config.archives[DEFAULT_ALIAS_STORE_MARKER] = alias_store
changed = True
if DEFAULT_WORKFLOW_STORE_MARKER not in context_config.archives.keys():
workflow_store_type = "filesystem_workflow_store"
assert workflow_store_type in available_archives.item_infos.keys()
workflow_store_id = ID_REGISTRY.generate(
comment="default workflow store id"
)
workflow_store_config = {
"archive_path": os.path.abspath(
os.path.join(
self.stores_base_path,
workflow_store_type,
str(workflow_store_id),
)
)
}
workflow_store = KiaraArchiveConfig.construct(
archive_id=str(workflow_store_id),
archive_type=workflow_store_type,
config=workflow_store_config,
)
context_config.archives[DEFAULT_WORKFLOW_STORE_MARKER] = workflow_store
changed = True
if METADATA_DESTINY_STORE_MARKER not in context_config.archives.keys():
destiny_store_type = "filesystem_destiny_store"
assert destiny_store_type in available_archives.item_infos.keys()
destiny_store_id = ID_REGISTRY.generate(comment="default destiny store id")
destiny_store_config = {
"archive_path": os.path.abspath(
os.path.join(
self.stores_base_path, destiny_store_type, str(destiny_store_id)
)
)
}
destiny_store = KiaraArchiveConfig.construct(
archive_id=str(destiny_store_id),
archive_type=destiny_store_type,
config=destiny_store_config,
)
context_config.archives[METADATA_DESTINY_STORE_MARKER] = destiny_store
changed = True
return changed
def create_context_config(
self, context_alias: Union[str, None] = None
) -> KiaraContextConfig:
if not context_alias:
context_alias = DEFAULT_CONTEXT_NAME
if context_alias in self.available_context_names:
raise Exception(
f"Can't create kiara context '{context_alias}': context with that alias already registered."
)
if os.path.sep in context_alias:
raise Exception(
f"Can't create context with alias '{context_alias}': no special characters allowed."
)
context_file = (
Path(os.path.join(self.context_search_paths[0])) / f"{context_alias}.yaml"
)
archives: Dict[str, KiaraArchiveConfig] = {}
# create_default_archives(kiara_config=self)
context_id = ID_REGISTRY.generate(
obj_type=KiaraContextConfig, comment=f"new kiara context '{context_alias}'"
)
context_config = KiaraContextConfig(
context_id=str(context_id), archives=archives, extra_pipelines=[]
)
self._validate_context(context_config=context_config)
context_file.parent.mkdir(parents=True, exist_ok=True)
with open(context_file, "wt") as f:
yaml.dump(context_config.dict(), f)
context_config._context_config_path = context_file
self._available_context_files[context_alias] = context_file
self._context_data[context_alias] = context_config
return context_config
def create_context(
self,
context: Union[None, str, uuid.UUID, Path] = None,
extra_pipelines: Union[None, str, Iterable[str]] = None,
) -> "Kiara":
if not context:
context = DEFAULT_CONTEXT_NAME
else:
try:
context = uuid.UUID(context) # type: ignore
except Exception:
pass
if isinstance(context, str) and os.path.exists(context):
context = Path(context)
if isinstance(context, Path):
with context.open("rt") as f:
data = yaml.load(f)
context_config = KiaraContextConfig(**data)
elif isinstance(context, str):
context_config = self.get_context_config(context_name=context)
elif isinstance(context, uuid.UUID):
context_config = self.find_context_config(context_id=context)
else:
raise Exception(
f"Can't retrieve context, invalid context config type '{type(context)}'."
)
assert context_config.context_id not in self._contexts.keys()
if extra_pipelines:
if isinstance(extra_pipelines, str):
extra_pipelines = [extra_pipelines]
context_config.add_pipelines(*extra_pipelines)
from kiara.context import Kiara
kiara = Kiara(config=context_config, runtime_config=self.runtime_config)
assert kiara.id == uuid.UUID(context_config.context_id)
self._contexts[kiara.id] = kiara
return kiara
def find_context_config(self, context_id: uuid.UUID) -> KiaraContextConfig:
raise NotImplementedError()
def save(self, path: Union[Path, None] = None):
if path is None:
path = Path(KIARA_MAIN_CONFIG_FILE)
if path.exists():
raise Exception(
f"Can't save config file, path already exists: {path.as_posix()}"
)
path.parent.mkdir(parents=True, exist_ok=True)
with path.open("wt") as f:
yaml.dump(
self.dict(
exclude={
"context",
"auto_generate_contexts",
"stores_base_path",
"context_search_paths",
"default_context",
"runtime_config",
}
),
f,
)
self._config_path = path
def delete(
self, context_name: Union[str, None] = None, dry_run: bool = True
) -> "ContextSummary":
if context_name is None:
context_name = self.default_context
from kiara.context import Kiara
from kiara.models.context import ContextSummary
context_config = self.get_context_config(
context_name=context_name, auto_generate=False
)
kiara = Kiara(config=context_config, runtime_config=self.runtime_config)
context_summary = ContextSummary.create_from_context(
kiara=kiara, context_name=context_name
)
if dry_run:
return context_summary
for archive in kiara.get_all_archives().keys():
archive.delete_archive(archive_id=archive.archive_id)
if context_config._context_config_path is not None:
os.unlink(context_config._context_config_path)
return context_summary
def create_renderable(self, **render_config: Any):
from kiara.utils.output import create_recursive_table_from_model_object
return create_recursive_table_from_model_object(
self, render_config=render_config
)
|