clearml-server/apiserver/bll/storage/__init__.py

274 lines
9.0 KiB
Python
Raw Normal View History

2024-12-05 20:21:12 +00:00
import json
import os
import tempfile
from copy import copy
2024-12-05 20:21:12 +00:00
from datetime import datetime
from typing import Optional, Sequence
2024-12-05 20:21:12 +00:00
import attr
from boltons.cacheutils import cachedproperty
from clearml.backend_config.bucket_config import (
S3BucketConfigurations,
AzureContainerConfigurations,
GSBucketConfigurations,
2024-12-05 20:21:12 +00:00
AzureContainerConfig,
GSBucketConfig,
S3BucketConfig,
)
2024-12-05 20:21:12 +00:00
from apiserver.apierrors import errors
from apiserver.apimodels.storage import SetSettingsRequest
from apiserver.config_repo import config
2024-12-05 20:21:12 +00:00
from apiserver.database.model.storage_settings import (
StorageSettings,
GoogleBucketSettings,
AWSSettings,
AzureStorageSettings,
GoogleStorageSettings,
)
from apiserver.database.utils import id as db_id
log = config.logger(__file__)
class StorageBLL:
default_aws_configs: S3BucketConfigurations = None
conf = config.get("services.storage_credentials")
@cachedproperty
def _default_aws_configs(self) -> S3BucketConfigurations:
return S3BucketConfigurations.from_config(self.conf.get("aws.s3"))
@cachedproperty
def _default_azure_configs(self) -> AzureContainerConfigurations:
return AzureContainerConfigurations.from_config(self.conf.get("azure.storage"))
@cachedproperty
def _default_gs_configs(self) -> GSBucketConfigurations:
return GSBucketConfigurations.from_config(self.conf.get("google.storage"))
def get_azure_settings_for_company(
self,
company_id: str,
2024-12-05 20:21:12 +00:00
db_settings: StorageSettings = None,
query_db: bool = True,
) -> AzureContainerConfigurations:
2024-12-05 20:21:12 +00:00
if not db_settings and query_db:
db_settings = (
StorageSettings.objects(company=company_id).only("azure").first()
)
if not db_settings or not db_settings.azure:
return copy(self._default_azure_configs)
azure = db_settings.azure
return AzureContainerConfigurations(
container_configs=[
AzureContainerConfig(**entry.to_proper_dict())
for entry in (azure.containers or [])
]
)
def get_gs_settings_for_company(
self,
company_id: str,
2024-12-05 20:21:12 +00:00
db_settings: StorageSettings = None,
query_db: bool = True,
json_string: bool = False,
) -> GSBucketConfigurations:
2024-12-05 20:21:12 +00:00
if not db_settings and query_db:
db_settings = (
StorageSettings.objects(company=company_id).only("google").first()
)
if not db_settings or not db_settings.google:
if not json_string:
return copy(self._default_gs_configs)
if self._default_gs_configs._buckets:
buckets = [
attr.evolve(
b,
credentials_json=self._assure_json_string(b.credentials_json),
)
for b in self._default_gs_configs._buckets
]
else:
buckets = self._default_gs_configs._buckets
return GSBucketConfigurations(
buckets=buckets,
default_project=self._default_gs_configs._default_project,
default_credentials=self._assure_json_string(
self._default_gs_configs._default_credentials
),
)
def get_bucket_config(bc: GoogleBucketSettings) -> GSBucketConfig:
data = bc.to_proper_dict()
if not json_string and bc.credentials_json:
data["credentials_json"] = self._assure_json_file(bc.credentials_json)
return GSBucketConfig(**data)
google = db_settings.google
buckets_configs = [get_bucket_config(b) for b in (google.buckets or [])]
return GSBucketConfigurations(
buckets=buckets_configs,
default_project=google.project,
default_credentials=google.credentials_json
if json_string
else self._assure_json_file(google.credentials_json),
)
def get_aws_settings_for_company(
self,
company_id: str,
2024-12-05 20:21:12 +00:00
db_settings: StorageSettings = None,
query_db: bool = True,
) -> S3BucketConfigurations:
2024-12-05 20:21:12 +00:00
if not db_settings and query_db:
db_settings = (
StorageSettings.objects(company=company_id).only("aws").first()
)
if not db_settings or not db_settings.aws:
return copy(self._default_aws_configs)
aws = db_settings.aws
buckets_configs = S3BucketConfig.from_list(
[b.to_proper_dict() for b in (aws.buckets or [])]
)
return S3BucketConfigurations(
buckets=buckets_configs,
default_key=aws.key,
default_secret=aws.secret,
default_region=aws.region,
default_use_credentials_chain=aws.use_credentials_chain,
default_token=aws.token,
default_extra_args={},
)
def _assure_json_file(self, name_or_content: str) -> str:
if not name_or_content:
return name_or_content
if name_or_content.endswith(".json") or os.path.exists(name_or_content):
return name_or_content
try:
json.loads(name_or_content)
except Exception:
return name_or_content
with tempfile.NamedTemporaryFile(
mode="wt", delete=False, suffix=".json"
) as tmp:
tmp.write(name_or_content)
return tmp.name
def _assure_json_string(self, name_or_content: str) -> Optional[str]:
if not name_or_content:
return name_or_content
try:
json.loads(name_or_content)
return name_or_content
except Exception:
pass
try:
with open(name_or_content) as fp:
return fp.read()
except Exception:
return None
def get_company_settings(self, company_id: str) -> dict:
db_settings = StorageSettings.objects(company=company_id).first()
aws = self.get_aws_settings_for_company(company_id, db_settings, query_db=False)
aws_dict = {
"key": aws._default_key,
"secret": aws._default_secret,
"token": aws._default_token,
"region": aws._default_region,
"use_credentials_chain": aws._default_use_credentials_chain,
"buckets": [attr.asdict(b) for b in aws._buckets],
}
gs = self.get_gs_settings_for_company(
company_id, db_settings, query_db=False, json_string=True
)
gs_dict = {
"project": gs._default_project,
"credentials_json": gs._default_credentials,
"buckets": [attr.asdict(b) for b in gs._buckets],
}
azure = self.get_azure_settings_for_company(company_id, db_settings)
azure_dict = {
"containers": [attr.asdict(ac) for ac in azure._container_configs],
}
return {
"aws": aws_dict,
"google": gs_dict,
"azure": azure_dict,
"last_update": db_settings.last_update if db_settings else None,
}
def set_company_settings(
self, company_id: str, settings: SetSettingsRequest
) -> int:
update_dict = {}
if settings.aws:
update_dict["aws"] = {
**{
k: v
for k, v in settings.aws.to_struct().items()
if k in AWSSettings.get_fields()
}
}
if settings.azure:
update_dict["azure"] = {
**{
k: v
for k, v in settings.azure.to_struct().items()
if k in AzureStorageSettings.get_fields()
}
}
if settings.google:
update_dict["google"] = {
**{
k: v
for k, v in settings.google.to_struct().items()
if k in GoogleStorageSettings.get_fields()
}
}
cred_json = update_dict["google"].get("credentials_json")
if cred_json:
try:
json.loads(cred_json)
except Exception as ex:
raise errors.bad_request.ValidationError(
f"Invalid json credentials: {str(ex)}"
)
if not update_dict:
raise errors.bad_request.ValidationError("No settings were provided")
settings = StorageSettings.objects(company=company_id).only("id").first()
settings_id = settings.id if settings else db_id()
return StorageSettings.objects(id=settings_id).update(
upsert=True,
id=settings_id,
company=company_id,
last_update=datetime.utcnow(),
**update_dict,
)
def reset_company_settings(self, company_id: str, keys: Sequence[str]) -> int:
return StorageSettings.objects(company=company_id).update(
last_update=datetime.utcnow(), **{f"unset__{k}": 1 for k in keys}
)