Task 8: Standardize modeling style (TypedDict vs Pydantic)
Convert inconsistent modeling style to standardized Pydantic models for all external-facing data structures while maintaining TypedDict compatibility where appropriate for internal layer-private structures. Changes: - Converted IpLookupResult TypedDict to use IpLookupResponse Pydantic model in jail_service.lookup_ip() for consistency with routers - Added GeoCacheEntry Pydantic model for geo cache repository rows - Converted GeoCacheRow TypedDict to use GeoCacheEntry alias - Converted ImportLogRow TypedDict to use ImportLogEntry alias - Updated routers and services to work with Pydantic models - Updated all tests to use Pydantic model field access (attributes) instead of dict subscripting Documentation: - Added 'Model Type Usage by Layer' section to Backend-Development.md - Defines when TypedDict is allowed (internal structures) vs Pydantic (external-facing, cross-boundary data) - Provides clear guidance on modeling conventions per layer Benefits: - Consistent validation and serialization behavior - Better IDE support and type checking - Clearer separation of concerns by layer - Reduced maintenance cost from mixed validation approaches Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
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@@ -9,22 +9,18 @@ connection lifetimes.
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from __future__ import annotations
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from typing import TYPE_CHECKING, TypedDict
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from typing import TYPE_CHECKING
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if TYPE_CHECKING:
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from collections.abc import Sequence
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import aiosqlite
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from app.models.geo import GeoCacheEntry
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class GeoCacheRow(TypedDict):
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"""A single row from the ``geo_cache`` table."""
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ip: str
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country_code: str | None
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country_name: str | None
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asn: str | None
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org: str | None
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# Alias for backward compatibility with protocols
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GeoCacheRow = GeoCacheEntry
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async def load_all(db: aiosqlite.Connection) -> list[GeoCacheRow]:
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