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"diff_hunk": "@@ -0,0 +1,177 @@\n+\"\"\"View-model the templates consume.\n+\n+Loaders produce these; the renderer reads them. Templates never touch\n+the raw result JSON.\n+\"\"\"\n+\n+from __future__ import annotations\n+\n+from dataclasses import dataclass, field\n+from datetime import datetime\n+\n+\n+@dataclass(frozen=True)\n+class CheckView:\n+ name: str\n+ passed: bool\n+ detail: str\n+\n+\n+@dataclass(frozen=True)\n+class CaseView:\n+ case_id: int\n+ prompt: str\n+ notes: str | None\n+ category: str\n+ subcategory: str\n+ priority: str\n+ expected_outcome: str\n+ is_golden: bool\n+\n+ passed: bool\n+ failure_class: str | None\n+ checks: list[CheckView]\n+ has_grade: bool\n+\n+ diff: str\n+ diff_html: str\n+ conversational_reply: str | None\n+ commit_message: str | None\n+ summary_instructions: str | None\n+\n+ iterations: int\n+ build_attempts: int\n+ edits_count: int\n+ tool_calls_count: int | None\n+ thinking_count: int | None\n+ duration_ms: int\n+ total_tokens: int\n+ state: str\n+\n+ log_excerpt: str | None\n+\n+ evolve_model: str | None\n+ evolve_provider: str | None\n+\n+ @property\n+ def status_label(self) -> str:\n+ if not self.has_grade:\n+ return \"ungraded\"\n+ return \"pass\" if self.passed else \"fail\"\n+\n+ @property\n+ def outcome_label(self) -> str:\n+ \"\"\"What actually happened, as a single label.\n+\n+ Passing cases collapse to the expected outcome (e.g. \"succeed\").\n+ Failing cases collapse to the failure class (e.g. \"other\") — the\n+ expected outcome is implicit (\"it was supposed to succeed and it\n+ failed with X\") and would mislead if shown next to a fail-coloured\n+ badge.\n+ \"\"\"\n+ if not self.has_grade:\n+ return \"ungraded\"\n+ if self.passed:\n+ return self.expected_outcome or \"unknown\"\n+ return self.failure_class or \"unclassified\"\n+\n+ @property\n+ def prompt_truncated(self) -> str:\n+ if len(self.prompt) <= 80:\n+ return self.prompt\n+ return self.prompt[:77] + \"…\"\n+\n+\n+@dataclass(frozen=True)\n+class RunMeta:\n+ title: str\n+ generated_at: datetime\n+ run_started_at: datetime | None\n+ run_finished_at: datetime | None\n+ evolve_models: list[str]\n+ evolve_providers: list[str]\n+ summary_models: list[str]\n+ nixmac_git_sha: str | None\n+ eval_host: str | None\n+ cli_args: str | None\n+ sourced_from: str # \"run_meta.json\" | \"derived\"\n+\n+\n+@dataclass(frozen=True)\n+class Segment:\n+ name: str\n+ cases: list[CaseView]\n+\n+ @property\n+ def total(self) -> int:\n+ return len(self.cases)\n+\n+ @property\n+ def passed(self) -> int:\n+ return sum(1 for c in self.cases if c.passed)\n+\n+ @property\n+ def failed(self) -> int:\n+ return sum(1 for c in self.cases if not c.passed)\n+\n+ @property\n+ def pass_rate(self) -> float:\n+ return (self.passed / self.total * 100.0) if self.total else 0.0\n+\n+ @property\n+ def dominant_failure_class(self) -> str | None:\n+ classes: dict[str, int] = {}\n+ for c in self.cases:\n+ if c.passed:\n+ continue\n+ cls = c.failure_class or \"unclassified\"\n+ classes[cls] = classes.get(cls, 0) + 1\n+ if not classes:\n+ return None\n+ return max(classes.items(), key=lambda kv: kv[1])[0]",
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"body": "`dominant_failure_class` currently includes ungraded cases (they have `failure_class=None` and will be counted as \"unclassified\"), which can produce misleading “dominant” classes that are really just missing grade data. Skip cases without a grade block when computing the dominant failure class.",
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"body": "Introduces a `apps/eval/generate_report.py` script that generates an HTML report for a given report. You need to call it after `run_evals.py`, `grade.py` and `calc_stats.py`.\r\n\r\nFuture features include:\r\n- Improve the ergonomics of the whole workflow (perhaps merge scripts into a single command).\r\n- Support passing the initial Nix template (currently it seems to use the config.\r\n- Running and comparing multiple evaluations with different settings (different commits of Nixmac, different Nix templates, different LLM backends, etc.)",
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