feat: implement import functionality for projects and scenarios with CSV/XLSX support, including validation and error handling
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172
schemas/imports.py
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172
schemas/imports.py
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from __future__ import annotations
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from datetime import date, datetime
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from typing import Any, Mapping
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from pydantic import BaseModel, ConfigDict, field_validator, model_validator
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from models import MiningOperationType, ResourceType, ScenarioStatus
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def _normalise_string(value: Any) -> str:
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if value is None:
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return ""
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if isinstance(value, str):
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return value.strip()
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return str(value).strip()
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def _strip_or_none(value: Any | None) -> str | None:
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if value is None:
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return None
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text = _normalise_string(value)
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return text or None
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def _coerce_enum(value: Any, enum_cls: Any, aliases: Mapping[str, Any]) -> Any:
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if value is None:
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return value
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if isinstance(value, enum_cls):
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return value
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text = _normalise_string(value).lower()
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if not text:
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return None
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if text in aliases:
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return aliases[text]
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try:
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return enum_cls(text)
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except ValueError as exc: # pragma: no cover - surfaced by Pydantic
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raise ValueError(
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f"Invalid value '{value}' for {enum_cls.__name__}") from exc
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OPERATION_TYPE_ALIASES: dict[str, MiningOperationType] = {
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"open pit": MiningOperationType.OPEN_PIT,
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"openpit": MiningOperationType.OPEN_PIT,
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"underground": MiningOperationType.UNDERGROUND,
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"in-situ leach": MiningOperationType.IN_SITU_LEACH,
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"in situ": MiningOperationType.IN_SITU_LEACH,
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"placer": MiningOperationType.PLACER,
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"quarry": MiningOperationType.QUARRY,
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"mountaintop removal": MiningOperationType.MOUNTAINTOP_REMOVAL,
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"other": MiningOperationType.OTHER,
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}
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SCENARIO_STATUS_ALIASES: dict[str, ScenarioStatus] = {
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"draft": ScenarioStatus.DRAFT,
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"active": ScenarioStatus.ACTIVE,
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"archived": ScenarioStatus.ARCHIVED,
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}
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RESOURCE_TYPE_ALIASES: dict[str, ResourceType] = {
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key.replace("_", " ").lower(): value for key, value in ResourceType.__members__.items()
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}
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RESOURCE_TYPE_ALIASES.update(
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{value.value.replace("_", " ").lower(): value for value in ResourceType}
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)
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class ProjectImportRow(BaseModel):
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name: str
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location: str | None = None
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operation_type: MiningOperationType
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description: str | None = None
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created_at: datetime | None = None
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updated_at: datetime | None = None
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model_config = ConfigDict(extra="forbid")
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@field_validator("name", mode="before")
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@classmethod
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def validate_name(cls, value: Any) -> str:
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text = _normalise_string(value)
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if not text:
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raise ValueError("Project name is required")
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return text
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@field_validator("location", "description", mode="before")
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@classmethod
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def optional_text(cls, value: Any | None) -> str | None:
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return _strip_or_none(value)
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@field_validator("operation_type", mode="before")
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@classmethod
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def map_operation_type(cls, value: Any) -> MiningOperationType | None:
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return _coerce_enum(value, MiningOperationType, OPERATION_TYPE_ALIASES)
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class ScenarioImportRow(BaseModel):
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project_name: str
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name: str
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status: ScenarioStatus = ScenarioStatus.DRAFT
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start_date: date | None = None
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end_date: date | None = None
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discount_rate: float | None = None
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currency: str | None = None
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primary_resource: ResourceType | None = None
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description: str | None = None
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created_at: datetime | None = None
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updated_at: datetime | None = None
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model_config = ConfigDict(extra="forbid")
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@field_validator("project_name", "name", mode="before")
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@classmethod
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def validate_required_text(cls, value: Any, info) -> str:
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text = _normalise_string(value)
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if not text:
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raise ValueError(
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f"{info.field_name.replace('_', ' ').title()} is required")
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return text
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@field_validator("status", mode="before")
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@classmethod
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def map_status(cls, value: Any) -> ScenarioStatus | None:
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return _coerce_enum(value, ScenarioStatus, SCENARIO_STATUS_ALIASES)
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@field_validator("primary_resource", mode="before")
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@classmethod
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def map_resource(cls, value: Any) -> ResourceType | None:
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return _coerce_enum(value, ResourceType, RESOURCE_TYPE_ALIASES)
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@field_validator("description", mode="before")
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@classmethod
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def optional_description(cls, value: Any | None) -> str | None:
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return _strip_or_none(value)
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@field_validator("currency", mode="before")
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@classmethod
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def normalise_currency(cls, value: Any | None) -> str | None:
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if value is None:
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return None
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text = _normalise_string(value).upper()
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if not text:
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return None
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if len(text) != 3:
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raise ValueError("Currency code must be a 3-letter ISO value")
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return text
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@field_validator("discount_rate", mode="before")
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@classmethod
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def coerce_discount_rate(cls, value: Any | None) -> float | None:
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if value is None:
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return None
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if isinstance(value, (int, float)):
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return float(value)
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text = _normalise_string(value)
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if not text:
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return None
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if text.endswith("%"):
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text = text[:-1]
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try:
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return float(text)
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except ValueError as exc:
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raise ValueError("Discount rate must be numeric") from exc
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@model_validator(mode="after")
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def validate_dates(self) -> "ScenarioImportRow":
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if self.start_date and self.end_date and self.start_date > self.end_date:
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raise ValueError("End date must be on or after start date")
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return self
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