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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,182 @@ | ||
| import json | ||
| import os | ||
| from datetime import datetime, UTC | ||
| from enum import Enum | ||
| from typing import Optional, Annotated, ClassVar, Literal | ||
| from zipfile import ZipFile | ||
|
|
||
| from beanie import Document, before_event, Delete | ||
| from pydantic import BaseModel, StringConstraints, Field | ||
|
|
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| from .case import Case | ||
|
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||
|
|
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| class AssetDataStatus(str, Enum): | ||
| defined = "defined" | ||
| processing = "processing" | ||
| ready = "ready" | ||
|
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||
|
|
||
| class AssetDefinition(BaseModel): | ||
| """ | ||
| Defines filter conditions that cases have to match to be included in an | ||
| asset. | ||
| """ | ||
| vin: Optional[ | ||
| Annotated[str, StringConstraints(min_length=3, max_length=9)] | ||
| ] = Field( | ||
| default=None, | ||
| description="Partial VIN used to filter cases for inclusion in the " | ||
| "asset." | ||
| ) | ||
| obd_data_dtc: Optional[ | ||
| Annotated[str, StringConstraints(min_length=5, max_length=5)] | ||
| ] = Field( | ||
| default=None, | ||
| description="DTC that has to be present in a case's OBD datasets for " | ||
| "inclusion in the asset." | ||
| ) | ||
| timeseries_data_component: Optional[str] = Field( | ||
| default=None, | ||
| description="Timeseries data component that has to be present in a " | ||
| "case's timeseries datasets for inclusion in the asset." | ||
| ) | ||
|
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||
|
|
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| class PublicationNetwork(str, Enum): | ||
| pontusxdev = "PONTUSXDEV" | ||
| pontusxtest = "PONTUSXTEST" | ||
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|
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| class PublicationBase(BaseModel): | ||
| network: PublicationNetwork = Field( | ||
| description="Network that an asset is available in via this " | ||
| "publication", | ||
| default=PublicationNetwork.pontusxdev | ||
| ) | ||
| license: str = "CUSTOM" | ||
| price: float = 1.0 | ||
|
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|
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| class NewPublication(PublicationBase): | ||
| """Schema for new asset publications.""" | ||
| nautilus_private_key: str = Field( | ||
| description="Key for dataspace authentication." | ||
| ) | ||
|
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|
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| class Publication(PublicationBase): | ||
| """Publication information for an asset.""" | ||
| did: str = Field( | ||
| description="Id of this publication within its network." | ||
| ) | ||
| asset_url: str = Field( | ||
| description="URL to access asset data from the network." | ||
| ) | ||
| asset_key: str = Field( | ||
| description="Publication specific key to access data via `asset_url`.", | ||
| exclude=True | ||
| ) | ||
|
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||
|
|
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| class AssetMetaData(BaseModel): | ||
| name: str | ||
| definition: AssetDefinition | ||
| description: str | ||
| timestamp: datetime = Field(default_factory=lambda: datetime.now(UTC)) | ||
| type: Literal["dataset"] = "dataset" | ||
| author: str | ||
|
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||
|
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| class Asset(AssetMetaData, Document): | ||
| """DB schema and interface for assets.""" | ||
|
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| class Settings: | ||
| name = "assets" | ||
|
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| data_status: AssetDataStatus = AssetDataStatus.defined | ||
| publication: Optional[Publication] = None | ||
|
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| asset_data_dir_path: ClassVar[str] = "asset-data" | ||
|
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| @staticmethod | ||
| def _publication_case_json(case: Case) -> str: | ||
| """Convert a Case into a publication ready json string.""" | ||
| # Keep WMI+VDS from VIN and mask VIS. See | ||
| # https://de.wikipedia.org/wiki/Fahrzeug-Identifizierungsnummer#Aufbau | ||
| case.vehicle_vin = case.vehicle_vin[:9] + 8*"*" | ||
| # Exclude fields only relevant for internal data management from case | ||
| exclude = { | ||
| field: True for field in [ | ||
| "customer_id", "workshop_id", "diagnosis_id", | ||
| "timeseries_data_added", "obd_data_added", "symptoms_added", | ||
| "status" | ||
| ] | ||
| } | ||
| # Exclude fields only relevant for internal data management from | ||
| # submodels | ||
| for data_submodel in ["timeseries_data", "obd_data", "symptoms"]: | ||
| exclude[data_submodel] = {"__all__": {"data_id"}} | ||
|
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| case_json = case.model_dump_json(exclude=exclude, indent=1) | ||
| return case_json | ||
|
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| @property | ||
| def data_file_name(self): | ||
| """Zip file name of the asset's dataset.""" | ||
| return f"{str(self.id)}.zip" | ||
|
|
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| @property | ||
| def data_file_path(self): | ||
| """Path to this asset's dataset.""" | ||
| return os.path.join( | ||
| self.asset_data_dir_path, self.data_file_name | ||
| ) | ||
|
|
||
| async def process_definition(self): | ||
| """ | ||
| Process the definition of an Asset to prepare the defined data for | ||
| publication in a dataspace. | ||
| """ | ||
| self.data_status = AssetDataStatus.processing | ||
| await self.save() | ||
| # Find all cases matching the definition | ||
| cases = await Case.find_in_hub( | ||
| vin=self.definition.vin, | ||
| obd_data_dtc=self.definition.obd_data_dtc, | ||
| timeseries_data_component=self.definition.timeseries_data_component | ||
| ) | ||
| # Create a new zip archive for this asset | ||
| with ZipFile(self.data_file_path, "x") as archive: | ||
| archive.mkdir("cases") | ||
| archive.mkdir("signals") | ||
| for case in cases: | ||
| case_id = str(case.id) | ||
| case_json = self._publication_case_json(case) | ||
| archive.writestr( | ||
| f"cases/{case_id}.json", data=case_json | ||
| ) | ||
| for tsd in case.timeseries_data: | ||
| signal_id = str(tsd.signal_id) | ||
| signal = await tsd.get_signal() | ||
| archive.writestr( | ||
| f"signals/{signal_id}.json", data=json.dumps(signal) | ||
| ) | ||
|
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| self.data_status = AssetDataStatus.ready | ||
| await self.save() | ||
|
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| @before_event(Delete) | ||
| def _delete_asset_data(self): | ||
| """Remove associated data when asset is deleted.""" | ||
| # If there is an archive file associated with this asset, delete it. | ||
| if os.path.exists(self.data_file_path): | ||
| os.remove(self.data_file_path) | ||
|
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|
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| class NewAsset(BaseModel): | ||
| """Schema for new asset added via the api.""" | ||
| name: str | ||
| definition: Optional[AssetDefinition] = AssetDefinition() | ||
| description: str | ||
| author: str |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,5 @@ | ||
| __all__ = [ | ||
| "Nautilus" | ||
| ] | ||
|
|
||
| from .nautilus import Nautilus |
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