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66 lines
2.6 KiB
Python
66 lines
2.6 KiB
Python
"""
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Validation/typing layer for the LLM config dict stored at
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datastore.data['settings']['application']['llm']
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Storage stays a plain dict (orjson-serialized). This model is hydrated on read
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(model_validate) and dumped on write (model_dump). WTForms field names match
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the storage field names exactly — no aliases needed.
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"""
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from typing import ClassVar, Tuple
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from pydantic import BaseModel, ConfigDict
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LLM_DEFAULT_THINKING_BUDGET = 0
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LLM_DEFAULT_MAX_SUMMARY_TOKENS = 3000
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LLM_DEFAULT_LOCAL_TOKEN_MULTIPLIER = 5
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LLM_DEFAULT_MAX_INPUT_CHARS = 100_000
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LLM_DEFAULT_BUDGET_ACTION = 'skip_llm'
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class LLMSettings(BaseModel):
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# extra='forbid' rejects any key that isn't a declared field with a
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# ValidationError. Loud failure forces new form fields to be declared here
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# before they can land in storage — closes the CWE-915 mass-assignment class
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# of bugs (see GHSA-h3x5-5j56-hm2j for the canonical example).
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model_config = ConfigDict(extra='forbid')
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enabled: bool = True
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debug: bool = False
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override_diff_with_summary: bool = True
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restock_use_fallback_extract: bool = True
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thinking_budget: int = LLM_DEFAULT_THINKING_BUDGET
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max_summary_tokens: int = LLM_DEFAULT_MAX_SUMMARY_TOKENS
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budget_action: str = LLM_DEFAULT_BUDGET_ACTION
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change_summary_default: str = ''
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token_budget_month: int = 0
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max_input_chars: int = LLM_DEFAULT_MAX_INPUT_CHARS
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# Per-watch per-period token cap; read by _check_token_budget() in evaluator.py.
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# 0 means unlimited. Once a watch's usage within the current period hits this cap,
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# AI evaluation is skipped for it until the period rolls over. Period is currently
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# hard-coded to month (matches the global counter rollover); name is period-agnostic
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# to leave room for a configurable period (day/week/month) later.
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max_tokens_per_count_period: int = 0
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model: str = ''
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api_key: str = ''
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api_base: str = ''
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provider_kind: str = ''
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local_token_multiplier: int = LLM_DEFAULT_LOCAL_TOKEN_MULTIPLIER
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tokens_total_cumulative: int = 0
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tokens_this_month: int = 0
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tokens_month_key: str = ''
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cost_usd_total_cumulative: float = 0.0
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cost_usd_this_month: float = 0.0
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# Provider-connection fields wiped on /llm/clear and when the model is emptied.
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CONNECTION_FIELDS: ClassVar[Tuple[str, ...]] = (
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'model', 'api_key', 'api_base', 'provider_kind', 'local_token_multiplier',
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)
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# Runtime-managed counters — form submissions must never overwrite these.
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PROTECTED_FIELDS: ClassVar[Tuple[str, ...]] = (
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'tokens_total_cumulative', 'tokens_this_month', 'tokens_month_key',
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'cost_usd_total_cumulative', 'cost_usd_this_month',
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)
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