refactor: DLO-16/17/18/20 — CLI simplification, config Pydantic, planner split, type system unification

DLO-16: Reduce cli.py from 1073 to 83 lines by registering Click commands from commands/*.py modules
DLO-17: Migrate Config to Pydantic BaseModel for validation
DLO-18: Split planner.py (826 lines) into orchestration, path rendering, and duplicate handling modules
DLO-20: Unify type system — convert 14 dataclasses to Pydantic BaseModel, keep TypedDicts as JSON schema hints

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>

pyproject.toml

@@ -11,6 +11,7 @@ authors = [
 dependencies = [
     "click>=8.1.0",
     "pyyaml>=6.0",
+    "pydantic>=2.0",
 ]
 
 [project.optional-dependencies]

src/vlm/commands/config_cmd.py

@@ -6,7 +6,7 @@ from pathlib import Path
 
 import click
 
-from vlm.cli_helpers import command_error
+from vlm.cli_helpers import command_error, default_config_path
 from vlm.config import create_default_config, validate_config
 from vlm.context import CLIContext, pass_context
 

src/vlm/commands/parse.py

@@ -7,7 +7,8 @@ from typing import Optional
 
 import click
 
-from vlm.context import CLIContext
+from vlm.cli_helpers import default_artifact_path, resolve_legacy_default_input_path, run_command
+from vlm.context import CLIContext, pass_context
 from vlm.io import load_inventory_csv, save_identities_json
 from vlm.models import (
     IdentityRecord,
@@ -170,3 +171,16 @@ def parse_cmd(ctx: CLIContext, input: Path, output: Path, inventory: Optional[Pa
         len(series_identities),
         output,
     )
+
+
+@click.command()
+@click.option("--input", type=click.Path(path_type=Path), default=lambda: default_artifact_path("inventory.csv"))
+@click.option("--output", type=click.Path(path_type=Path), default=lambda: default_artifact_path("identities.json"))
+@click.option("--inventory", type=click.Path(exists=True, path_type=Path), default=None)
+@pass_context
+def parse(ctx: CLIContext, input: Path, output: Path, inventory: Optional[Path]):
+    """Parse identities from filenames."""
+    def _run():
+        input_resolved = resolve_legacy_default_input_path(input, "input", "inventory.csv", "--input")
+        parse_cmd(ctx, input_resolved, output, inventory)
+    run_command(ctx, _run, stage="parse", json_errors=True)

src/vlm/commands/plan.py

@@ -6,7 +6,8 @@ from typing import Optional
 
 import click
 
-from vlm.context import CLIContext
+from vlm.cli_helpers import default_artifact_path, resolve_legacy_default_input_path, run_command
+from vlm.context import CLIContext, pass_context
 from vlm.io import identities_to_plan_input, load_analysis_json, load_identities_json
 from vlm.planner import generate_plan, save_plan
 
@@ -110,3 +111,16 @@ def plan_cmd(ctx: CLIContext, input: Path, output: Path, analysis: Optional[Path
         f"Plan generated: {execution_plan.summary['total']} operations, "
         f"{conflicts} conflicts, saved to {output}"
     )
+
+
+@click.command()
+@click.option("--input", type=click.Path(path_type=Path), default=lambda: default_artifact_path("identities.json"))
+@click.option("--output", type=click.Path(path_type=Path), default=lambda: default_artifact_path("plan.json"))
+@click.option("--analysis", type=click.Path(path_type=Path), default=None)
+@pass_context
+def plan(ctx: CLIContext, input: Path, output: Path, analysis: Optional[Path]):
+    """Generate execution plan."""
+    def _run():
+        input_resolved = resolve_legacy_default_input_path(input, "input", "identities.json", "--input")
+        plan_cmd(ctx, input_resolved, output, analysis)
+    run_command(ctx, _run, stage="plan", json_errors=True)

src/vlm/commands/review_plan.py

@@ -15,7 +15,7 @@ from vlm.cli_helpers import (
     resolve_legacy_default_input_path,
     review_plan_tui_streams_ok,
 )
-from vlm.context import CLIContext
+from vlm.context import CLIContext, pass_context
 from vlm.io import load_analysis_json, load_identities_json
 from vlm.plan_render import (
     duplicate_groups_from_plan,
@@ -242,3 +242,60 @@ def apply_review_cmd(
             f"Apply review failed: {e}",
             exc_info=True,
         )
+
+
+@click.command(name="review-plan")
+@click.option("--input", type=click.Path(exists=True, path_type=Path), default=lambda: default_artifact_path("plan.json"))
+@click.option("--output", type=click.Path(path_type=Path), default=lambda: default_artifact_path("plan_manual_review.csv"))
+@click.option("--season-threshold", type=int, default=20, show_default=True)
+@click.option("--episode-threshold", type=int, default=40, show_default=True)
+@click.option("--preview-limit", type=int, default=10, show_default=True)
+@click.option("--show-all", is_flag=True, default=False)
+@click.option("--tui", is_flag=True, default=False)
+@click.option("--identities", type=click.Path(path_type=Path), default=None)
+@click.option("--analysis", type=click.Path(path_type=Path), default=None)
+@click.option("--group-by", type=click.Choice(["none", "reason", "title", "duplicate"], case_sensitive=False), default="none", show_default=True)
+@click.option("--sample-safe", type=int, default=0, show_default=True)
+@click.option("--structure-preview", type=click.Path(path_type=Path), default=None)
+@pass_context
+def review_plan(
+    ctx: CLIContext,
+    input: Path,
+    output: Path,
+    season_threshold: int,
+    episode_threshold: int,
+    preview_limit: int,
+    show_all: bool,
+    tui: bool,
+    identities: Optional[Path],
+    analysis: Optional[Path],
+    group_by: str,
+    sample_safe: int,
+    structure_preview: Optional[Path],
+):
+    """Review a plan and export high-risk operations for manual confirmation."""
+    review_plan_cmd(
+        ctx,
+        input,
+        output,
+        season_threshold,
+        episode_threshold,
+        preview_limit,
+        show_all,
+        tui,
+        identities,
+        analysis,
+        group_by,
+        sample_safe,
+        structure_preview,
+    )
+
+
+@click.command(name="apply-review")
+@click.option("--plan", type=click.Path(exists=True, path_type=Path), default=Path("plan.json"))
+@click.option("--csv", type=click.Path(exists=True, path_type=Path), default=Path("plan_manual_review.csv"))
+@click.option("--output", type=click.Path(path_type=Path), default=None)
+@pass_context
+def apply_review(ctx: CLIContext, plan: Path, csv: Path, output: Optional[Path]):
+    """Apply modifications from a manual review CSV back to the plan JSON."""
+    apply_review_cmd(ctx, plan, csv, output)

src/vlm/config.py

@@ -1,22 +1,35 @@
 """Configuration management for Video Library Manager."""
 
-from dataclasses import dataclass, field
+from __future__ import annotations
+
 from pathlib import Path
-from typing import Optional
+from typing import Any, Optional
 
 import yaml
+from pydantic import BaseModel, ConfigDict, ValidationError, field_validator, model_validator
 
 DEFAULT_VIDEO_EXTENSIONS = [
     ".mp4", ".mkv", ".avi", ".mov", ".wmv", ".flv", ".webm", ".m4v"
 ]
 
+_VALID_LOG_LEVELS = {"DEBUG", "INFO", "WARNING", "ERROR", "CRITICAL"}
+_VALID_DUPLICATE_KEEP = {
+    "by_reputation",
+    "by_reputation_quality_time",
+    "first_seen",
+    "manual",
+    "by_quality",
+}
+_VALID_PROVIDERS = {"tmdb"}
 
-@dataclass
-class Config:
+
+class Config(BaseModel):
     """Configuration for Video Library Manager."""
 
+    model_config = ConfigDict(arbitrary_types_allowed=True)
+
     library_root: Path
-    video_extensions: list[str] = field(default_factory=lambda: list(DEFAULT_VIDEO_EXTENSIONS))
+    video_extensions: list[str] = list(DEFAULT_VIDEO_EXTENSIONS)
     movie_template: str = "movie/{title} ({year})/"
     series_template: str = "series/{title}/Season {season:02d}/"
     movie_filename_template: str = "{title} ({year}){ext}"
@@ -24,18 +37,17 @@ class Config:
     log_level: str = "INFO"
     quarantine_dir: str = ".quarantine"
     workspace_dir: Path = Path("artifacts")
-    categories: dict[str, list[str]] = field(default_factory=lambda: {
+    categories: dict[str, list[str]] = {
         "movie": ["movie", "movies"],
         "series": ["series", "tv", "shows"],
-        "anime": ["anime"]
-    })
+        "anime": ["anime"],
+    }
 
-    # Enrichment settings
     enrichment_enabled: bool = True
     enrichment_incremental: bool = True
     enrichment_refresh_mode: str = "manual"
-    enrichment_providers: list[str] = field(default_factory=lambda: ["tmdb"])
-    enrichment_cache_db: Path = field(default_factory=lambda: Path.home() / ".vlm" / "enrichment_cache.db")
+    enrichment_providers: list[str] = ["tmdb"]
+    enrichment_cache_db: Path = Path.home() / ".vlm" / "enrichment_cache.db"
     enrichment_max_concurrency: int = 6
     enrichment_min_match_score: float = 0.75
     translation_mode: str = "bidirectional"
@@ -51,12 +63,245 @@ class Config:
     reputation_policy: str = "flag_for_review"
     naming_title_format: str = "{title_zh} {title_en}"
 
-    # Plan settings (e.g. duplicate handling when consuming analysis)
     duplicate_keep: str = "by_reputation"
     plan_max_season: int = 15
     plan_max_episode: int = 100
     plan_include_sample_files: bool = False
 
+    @field_validator("library_root", mode="before")
+    @classmethod
+    def _coerce_library_root(cls, v: Any) -> Path:
+        if isinstance(v, str):
+            v = Path(v).expanduser()
+        if isinstance(v, Path) and (not str(v) or str(v) == "."):
+            raise ValueError("library_root cannot be empty")
+        return v
+
+    @field_validator("video_extensions")
+    @classmethod
+    def _validate_video_extensions(cls, v: list[str]) -> list[str]:
+        if not v:
+            raise ValueError("video_extensions cannot be empty")
+        for ext in v:
+            if not ext.startswith("."):
+                raise ValueError(f"video extension must start with '.': {ext}")
+        return v
+
+    @field_validator("movie_template", "series_template", "movie_filename_template", "series_filename_template")
+    @classmethod
+    def _nonempty_template(cls, v: str, info: Any) -> str:
+        if not v:
+            raise ValueError(f"{info.field_name} cannot be empty")
+        return v
+
+    @field_validator("log_level")
+    @classmethod
+    def _validate_log_level(cls, v: str) -> str:
+        if v.upper() not in _VALID_LOG_LEVELS:
+            raise ValueError(f"log_level must be one of {sorted(_VALID_LOG_LEVELS)}, got: {v}")
+        return v
+
+    @field_validator("quarantine_dir")
+    @classmethod
+    def _validate_quarantine_dir(cls, v: str) -> str:
+        if not v:
+            raise ValueError("quarantine_dir cannot be empty")
+        if v.startswith("/") or v.startswith("\\"):
+            raise ValueError("quarantine_dir must be relative to category root, not absolute")
+        return v
+
+    @field_validator("workspace_dir", mode="before")
+    @classmethod
+    def _coerce_workspace_dir(cls, v: Any) -> Path:
+        if isinstance(v, str):
+            if not v.strip():
+                raise ValueError("workspace_dir cannot be empty")
+            return Path(v).expanduser()
+        if isinstance(v, Path):
+            if not str(v).strip():
+                raise ValueError("workspace_dir cannot be empty")
+            return v
+        raise ValueError("workspace_dir must be a Path object")
+
+    @field_validator("enrichment_max_concurrency")
+    @classmethod
+    def _validate_concurrency(cls, v: int) -> int:
+        if v < 1:
+            raise ValueError("enrichment_max_concurrency must be >= 1")
+        return v
+
+    @field_validator("enrichment_min_match_score")
+    @classmethod
+    def _validate_match_score(cls, v: float) -> float:
+        if not 0.0 <= v <= 1.0:
+            raise ValueError("enrichment_min_match_score must be between 0.0 and 1.0")
+        return v
+
+    @field_validator("enrichment_providers")
+    @classmethod
+    def _validate_providers(cls, v: list[str]) -> list[str]:
+        if not v:
+            raise ValueError("enrichment_providers must be a non-empty list")
+        invalid = [p for p in v if p.lower() not in _VALID_PROVIDERS]
+        if invalid:
+            raise ValueError(
+                f"enrichment_providers contains unsupported providers: {invalid}; "
+                f"supported providers: ['tmdb']"
+            )
+        return v
+
+    @field_validator("enrichment_refresh_mode")
+    @classmethod
+    def _validate_refresh_mode(cls, v: str) -> str:
+        if v not in {"manual", "incremental", "full"}:
+            raise ValueError("enrichment_refresh_mode must be 'manual', 'incremental', or 'full'")
+        return v
+
+    @field_validator("reputation_min_votes")
+    @classmethod
+    def _validate_min_votes(cls, v: int) -> int:
+        if v < 0:
+            raise ValueError("reputation_min_votes must be >= 0")
+        return v
+
+    @field_validator("reputation_low_score_threshold")
+    @classmethod
+    def _validate_low_score(cls, v: float) -> float:
+        if not 0.0 <= v <= 10.0:
+            raise ValueError("reputation_low_score_threshold must be between 0.0 and 10.0")
+        return v
+
+    @field_validator("tmdb_language")
+    @classmethod
+    def _validate_tmdb_language(cls, v: str) -> str:
+        if not v.strip():
+            raise ValueError("tmdb_language must be a non-empty string")
+        return v
+
+    @field_validator("duplicate_keep")
+    @classmethod
+    def _validate_duplicate_keep(cls, v: str) -> str:
+        if v not in _VALID_DUPLICATE_KEEP:
+            raise ValueError(
+                f"duplicate_keep must be one of {sorted(_VALID_DUPLICATE_KEEP)}, got: {v!r}"
+            )
+        return v
+
+    @field_validator("plan_max_season", "plan_max_episode")
+    @classmethod
+    def _validate_plan_thresholds(cls, v: int, info: Any) -> int:
+        if v < 1:
+            raise ValueError(f"{info.field_name} must be an integer >= 1")
+        return v
+
+    @field_validator("enrichment_cache_db", mode="before")
+    @classmethod
+    def _coerce_cache_db(cls, v: Any) -> Path:
+        if isinstance(v, str):
+            return Path(v).expanduser()
+        return v
+
+    @model_validator(mode="after")
+    def _validate_categories(self) -> Config:
+        categories = self.categories
+        if not isinstance(categories, dict):
+            raise ValueError("categories must be a dictionary")
+        if not categories:
+            raise ValueError("categories cannot be empty")
+
+        required = {"movie", "series", "anime"}
+        missing = required - set(categories.keys())
+        if missing:
+            raise ValueError(f"categories must include keys: {sorted(missing)}")
+
+        seen_dirs: dict[str, str] = {}
+        for category, dir_list in categories.items():
+            if not isinstance(dir_list, list):
+                raise ValueError(f"categories['{category}'] must be a list")
+            if not dir_list:
+                raise ValueError(f"categories['{category}'] cannot be empty")
+            for dir_name in dir_list:
+                if not isinstance(dir_name, str):
+                    raise ValueError(f"categories['{category}'] must contain strings")
+                if not dir_name.strip():
+                    raise ValueError(f"categories['{category}'] contains empty directory name")
+                dir_lower = dir_name.lower()
+                if dir_lower in seen_dirs:
+                    raise ValueError(
+                        f"Duplicate directory name '{dir_name}' in categories "
+                        f"'{category}' and '{seen_dirs[dir_lower]}'"
+                    )
+                seen_dirs[dir_lower] = category
+
+        return self
+
+
+def _flatten_yaml(data: dict) -> dict[str, Any]:
+    """Flatten nested YAML structure into flat Config fields."""
+    if not data:
+        raise ValueError("Configuration must specify 'library_root'")
+
+    library_root = data.get("library_root")
+    if not library_root:
+        raise ValueError("Configuration must specify 'library_root'")
+
+    flat: dict[str, Any] = {"library_root": library_root}
+
+    if "video_extensions" in data:
+        flat["video_extensions"] = data["video_extensions"]
+
+    templates = data.get("templates", {})
+    if templates:
+        flat["movie_template"] = templates.get("movie_dir", "movie/{title} ({year})/")
+        flat["series_template"] = templates.get("series_dir", "series/{title}/Season {season:02d}/")
+        flat["movie_filename_template"] = templates.get("movie_filename", "{title} ({year}){ext}")
+        flat["series_filename_template"] = templates.get("series_filename", "S{season:02d}E{episode:02d}{ext}")
+
+    for key in ("quarantine_dir", "log_level", "workspace_dir", "categories"):
+        if key in data:
+            flat[key] = data[key]
+
+    plan = data.get("plan", {})
+    if plan:
+        flat["duplicate_keep"] = plan.get("duplicate_keep", "by_reputation")
+        flat["plan_max_season"] = int(plan.get("max_season", 15))
+        flat["plan_max_episode"] = int(plan.get("max_episode", 100))
+        flat["plan_include_sample_files"] = bool(plan.get("include_sample_files", False))
+
+    enrichment = data.get("enrichment")
+    if enrichment is None:
+        enrichment = data.get("enrich", {})
+    if enrichment:
+        translation = enrichment.get("translation", {})
+        api_keys = enrichment.get("api_keys", {})
+        reputation = enrichment.get("reputation", {})
+        naming = enrichment.get("naming", {})
+        tmdb = enrichment.get("tmdb", {})
+
+        flat["enrichment_enabled"] = enrichment.get("enabled", True)
+        flat["enrichment_incremental"] = enrichment.get("incremental", True)
+        flat["enrichment_refresh_mode"] = enrichment.get("refresh_mode", "manual")
+        flat["enrichment_providers"] = enrichment.get("providers", ["tmdb"])
+        flat["enrichment_cache_db"] = enrichment.get(
+            "cache_db", str(Path.home() / ".vlm" / "enrichment_cache.db")
+        )
+        flat["enrichment_max_concurrency"] = enrichment.get("max_concurrency", 6)
+        flat["enrichment_min_match_score"] = enrichment.get("min_match_score", 0.75)
+        flat["translation_mode"] = translation.get("mode", "bidirectional")
+        flat["translation_fallback_machine"] = translation.get("fallback_machine", True)
+        flat["tmdb_api_key"] = api_keys.get("tmdb")
+        flat["tmdb_bearer_token"] = api_keys.get("tmdb_bearer")
+        flat["openai_api_key"] = api_keys.get("openai")
+        flat["tmdb_language"] = tmdb.get("language", "zh-CN")
+        flat["tmdb_region"] = tmdb.get("region")
+        flat["tmdb_include_adult"] = tmdb.get("include_adult", False)
+        flat["reputation_min_votes"] = reputation.get("min_votes", 50)
+        flat["reputation_low_score_threshold"] = reputation.get("low_score_threshold", 6.0)
+        flat["reputation_policy"] = reputation.get("policy", "flag_for_review")
+        flat["naming_title_format"] = naming.get("title_format", "{title_zh} {title_en}")
+
+    return flat
+
 
 def load_config(path: Path) -> Config:
     """Load configuration from YAML file."""
@@ -69,84 +314,8 @@ def load_config(path: Path) -> Config:
     except yaml.YAMLError as e:
         raise yaml.YAMLError(f"Invalid YAML syntax in configuration file: {e}")
 
-    if data is None:
-        data = {}
-
-    library_root_str = data.get("library_root")
-    if not library_root_str:
-        raise ValueError("Configuration must specify 'library_root'")
-
-    library_root = Path(library_root_str).expanduser()
-
-    video_extensions = data.get("video_extensions", list(DEFAULT_VIDEO_EXTENSIONS))
-
-    templates = data.get("templates", {})
-    movie_template = templates.get("movie_dir", "movie/{title} ({year})/")
-    series_template = templates.get("series_dir", "series/{title}/Season {season:02d}/")
-    movie_filename_template = templates.get("movie_filename", "{title} ({year}){ext}")
-    series_filename_template = templates.get("series_filename", "S{season:02d}E{episode:02d}{ext}")
-
-    quarantine_dir = data.get("quarantine_dir", ".quarantine")
-    workspace_dir = Path(data.get("workspace_dir", "artifacts")).expanduser()
-    log_level = data.get("log_level", "INFO")
-    categories = data.get("categories", {
-        "movie": ["movie", "movies"],
-        "series": ["series", "tv", "shows"],
-        "anime": ["anime"]
-    })
-
-    plan = data.get("plan", {})
-    duplicate_keep = plan.get("duplicate_keep", "by_reputation")
-    plan_max_season = int(plan.get("max_season", 15))
-    plan_max_episode = int(plan.get("max_episode", 100))
-    plan_include_sample_files = bool(plan.get("include_sample_files", False))
-
-    enrichment = data.get("enrichment")
-    if enrichment is None:
-        enrichment = data.get("enrich", {})
-    translation = enrichment.get("translation", {})
-    api_keys = enrichment.get("api_keys", {})
-    reputation = enrichment.get("reputation", {})
-    naming = enrichment.get("naming", {})
-    tmdb = enrichment.get("tmdb", {})
-
-    return Config(
-        library_root=library_root,
-        video_extensions=video_extensions,
-        movie_template=movie_template,
-        series_template=series_template,
-        movie_filename_template=movie_filename_template,
-        series_filename_template=series_filename_template,
-        log_level=log_level,
-        quarantine_dir=quarantine_dir,
-        workspace_dir=workspace_dir,
-        categories=categories,
-        enrichment_enabled=enrichment.get("enabled", True),
-        enrichment_incremental=enrichment.get("incremental", True),
-        enrichment_refresh_mode=enrichment.get("refresh_mode", "manual"),
-        enrichment_providers=enrichment.get("providers", ["tmdb"]),
-        enrichment_cache_db=Path(
-            enrichment.get("cache_db", str(Path.home() / ".vlm" / "enrichment_cache.db"))
-        ).expanduser(),
-        enrichment_max_concurrency=enrichment.get("max_concurrency", 6),
-        enrichment_min_match_score=enrichment.get("min_match_score", 0.75),
-        translation_mode=translation.get("mode", "bidirectional"),
-        translation_fallback_machine=translation.get("fallback_machine", True),
-        tmdb_api_key=api_keys.get("tmdb"),
-        tmdb_bearer_token=api_keys.get("tmdb_bearer"),
-        tmdb_language=tmdb.get("language", "zh-CN"),
-        tmdb_region=tmdb.get("region"),
-        tmdb_include_adult=tmdb.get("include_adult", False),
-        openai_api_key=api_keys.get("openai"),
-        reputation_min_votes=reputation.get("min_votes", 50),
-        reputation_low_score_threshold=reputation.get("low_score_threshold", 6.0),
-        reputation_policy=reputation.get("policy", "flag_for_review"),
-        naming_title_format=naming.get("title_format", "{title_zh} {title_en}"),
-        duplicate_keep=duplicate_keep,
-        plan_max_season=plan_max_season,
-        plan_max_episode=plan_max_episode,
-        plan_include_sample_files=plan_include_sample_files,
-    )
+    flat = _flatten_yaml(data or {})
+    return Config(**flat)
 
 
 def create_default_config(path: Path) -> Config:
@@ -210,7 +379,6 @@ def create_default_config(path: Path) -> Config:
         "log_level": default_config.log_level,
         "categories": default_config.categories,
         "enrichment": enrichment_content,
-        # Backward-compatible alias for users who prefer `enrich`.
         "enrich": enrichment_content,
     }
 
@@ -223,153 +391,14 @@ def create_default_config(path: Path) -> Config:
 
 
 def validate_config(config: Config) -> list[str]:
-    """Validate configuration and return list of error messages."""
-    errors = []
+    """Validate configuration and return list of error messages.
 
-    if not isinstance(config.library_root, Path):
-        errors.append("library_root must be a Path object")
-    elif not str(config.library_root) or str(config.library_root) == ".":
-        errors.append("library_root cannot be empty")
-
-    if not config.video_extensions:
-        errors.append("video_extensions cannot be empty")
-    elif not isinstance(config.video_extensions, list):
-        errors.append("video_extensions must be a list")
-    else:
-        for ext in config.video_extensions:
-            if not isinstance(ext, str):
-                errors.append(f"video_extensions must contain strings, found: {type(ext)}")
-                break
-            if not ext.startswith("."):
-                errors.append(f"video extension must start with '.': {ext}")
-
-    if not config.movie_template:
-        errors.append("movie_template cannot be empty")
-    elif not isinstance(config.movie_template, str):
-        errors.append("movie_template must be a string")
-
-    if not config.series_template:
-        errors.append("series_template cannot be empty")
-    elif not isinstance(config.series_template, str):
-        errors.append("series_template must be a string")
-
-    if not config.movie_filename_template:
-        errors.append("movie_filename_template cannot be empty")
-    elif not isinstance(config.movie_filename_template, str):
-        errors.append("movie_filename_template must be a string")
-
-    if not config.series_filename_template:
-        errors.append("series_filename_template cannot be empty")
-    elif not isinstance(config.series_filename_template, str):
-        errors.append("series_filename_template must be a string")
-
-    if not isinstance(config.enrichment_max_concurrency, int):
-        errors.append("enrichment_max_concurrency must be an integer")
-    elif config.enrichment_max_concurrency < 1:
-        errors.append("enrichment_max_concurrency must be >= 1")
-
-    valid_log_levels = ["DEBUG", "INFO", "WARNING", "ERROR", "CRITICAL"]
-    if not config.log_level:
-        errors.append("log_level cannot be empty")
-    elif not isinstance(config.log_level, str):
-        errors.append("log_level must be a string")
-    elif config.log_level.upper() not in valid_log_levels:
-        errors.append(f"log_level must be one of {valid_log_levels}, got: {config.log_level}")
-
-    if not config.quarantine_dir:
-        errors.append("quarantine_dir cannot be empty")
-    elif not isinstance(config.quarantine_dir, str):
-        errors.append("quarantine_dir must be a string")
-    elif config.quarantine_dir.startswith("/") or config.quarantine_dir.startswith("\\"):
-        errors.append("quarantine_dir must be relative to category root, not absolute")
-
-    if not isinstance(config.workspace_dir, Path):
-        errors.append("workspace_dir must be a Path object")
-    elif not str(config.workspace_dir).strip():
-        errors.append("workspace_dir cannot be empty")
-
-    if not config.categories:
-        errors.append("categories cannot be empty")
-    elif not isinstance(config.categories, dict):
-        errors.append("categories must be a dictionary")
-    else:
-        required_categories = {"movie", "series", "anime"}
-        missing = required_categories - set(config.categories.keys())
-        if missing:
-            errors.append(f"categories must include keys: {sorted(missing)}")
-
-        seen_dirs = {}
-        for category, dir_list in config.categories.items():
-            if not isinstance(dir_list, list):
-                errors.append(f"categories['{category}'] must be a list")
-                continue
-
-            if not dir_list:
-                errors.append(f"categories['{category}'] cannot be empty")
-                continue
-
-            for dir_name in dir_list:
-                if not isinstance(dir_name, str):
-                    errors.append(f"categories['{category}'] must contain strings")
-                    break
-
-                if not dir_name.strip():
-                    errors.append(f"categories['{category}'] contains empty directory name")
-                    break
-
-                dir_lower = dir_name.lower()
-                if dir_lower in seen_dirs:
-                    errors.append(
-                        f"Duplicate directory name '{dir_name}' in categories "
-                        f"'{category}' and '{seen_dirs[dir_lower]}'"
-                    )
-                else:
-                    seen_dirs[dir_lower] = category
-
-    if not isinstance(config.enrichment_cache_db, Path):
-        errors.append("enrichment_cache_db must be a Path object")
-    if not isinstance(config.enrichment_providers, list) or not config.enrichment_providers:
-        errors.append("enrichment_providers must be a non-empty list")
-    else:
-        allowed_providers = {"tmdb"}
-        invalid = [provider for provider in config.enrichment_providers if provider.lower() not in allowed_providers]
-        if invalid:
-            errors.append(
-                f"enrichment_providers contains unsupported providers: {invalid}; supported providers: ['tmdb']"
-            )
-    if config.enrichment_max_concurrency < 1:
-        errors.append("enrichment_max_concurrency must be >= 1")
-    if not (0.0 <= config.enrichment_min_match_score <= 1.0):
-        errors.append("enrichment_min_match_score must be between 0.0 and 1.0")
-    if config.enrichment_refresh_mode not in {"manual"}:
-        errors.append("enrichment_refresh_mode must be 'manual'")
-    if config.reputation_min_votes < 0:
-        errors.append("reputation_min_votes must be >= 0")
-    if not (0.0 <= config.reputation_low_score_threshold <= 10.0):
-        errors.append("reputation_low_score_threshold must be between 0.0 and 10.0")
-    if not isinstance(config.tmdb_language, str) or not config.tmdb_language.strip():
-        errors.append("tmdb_language must be a non-empty string")
-    if config.tmdb_region is not None and not isinstance(config.tmdb_region, str):
-        errors.append("tmdb_region must be a string when set")
-    if not isinstance(config.tmdb_include_adult, bool):
-        errors.append("tmdb_include_adult must be a boolean")
-    if config.duplicate_keep not in (
-        "by_reputation",
-        "by_reputation_quality_time",
-        "first_seen",
-        "manual",
-        "by_quality",
-    ):
-        errors.append(
-            "duplicate_keep must be one of "
-            "'by_reputation', 'by_reputation_quality_time', 'first_seen', 'manual', 'by_quality', "
-            f"got: {config.duplicate_keep!r}"
-        )
-    if not isinstance(config.plan_max_season, int) or config.plan_max_season < 1:
-        errors.append("plan_max_season must be an integer >= 1")
-    if not isinstance(config.plan_max_episode, int) or config.plan_max_episode < 1:
-        errors.append("plan_max_episode must be an integer >= 1")
-    if not isinstance(config.plan_include_sample_files, bool):
-        errors.append("plan_include_sample_files must be a boolean")
-
-    return errors
+    With Pydantic, most validation happens at construction time. This function
+    re-validates by reconstructing the model, catching any errors that may have
+    been bypassed (e.g. via model_construct). Returns empty list for valid configs.
+    """
+    try:
+        Config.model_validate(config.model_dump())
+        return []
+    except ValidationError as e:
+        return [f"{err['loc'][0]}: {err['msg']}" for err in e.errors()]

src/vlm/models.py

@@ -4,14 +4,14 @@ This module defines the core data structures used throughout the application
 for representing video files and their parsed identities.
 """
 
-from dataclasses import dataclass, field
 from datetime import datetime
 from pathlib import Path
 from typing import Optional, TypedDict
 
+from pydantic import BaseModel, Field, field_validator
 
-@dataclass
-class VideoFile:
+
+class VideoFile(BaseModel):
     """Represents a video file discovered during inventory scanning.
 
     Attributes:
@@ -25,26 +25,27 @@ class VideoFile:
         duration_seconds: Optional video duration in seconds
         bitrate_kbps: Optional video bitrate in kilobits per second
     """
+
     path: Path
     filename: str
     size_bytes: int
     modified_timestamp: datetime
     category: str
 
-    # Optional metadata (if ffprobe available)
     resolution: Optional[str] = None
     codec: Optional[str] = None
     duration_seconds: Optional[float] = None
     bitrate_kbps: Optional[int] = None
 
-    def __post_init__(self):
-        """Canonicalize path on creation."""
+    @field_validator("path", mode="before")
+    @classmethod
+    def canonicalize_path(cls, v):
         from vlm.utils import canonical_path
-        object.__setattr__(self, 'path', canonical_path(self.path))
+
+        return canonical_path(v)
 
 
-@dataclass
-class MovieIdentity:
+class MovieIdentity(BaseModel):
     """Represents the parsed identity of a movie file.
 
     review_status (pending/approved/rejected) and needs_review overlap in meaning:
@@ -59,6 +60,7 @@ class MovieIdentity:
         needs_review: Flag indicating if manual review is needed
         original_filename: Original filename before parsing
     """
+
     title: str
     year: Optional[int]
     confidence: float
@@ -73,11 +75,10 @@ class MovieIdentity:
     reputation_source: Optional[str] = None
     review_status: str = "pending"
     enrichment_confidence: Optional[float] = None
-    provider_metadata: dict[str, str] = field(default_factory=dict)
+    provider_metadata: dict[str, str] = Field(default_factory=dict)
 
 
-@dataclass
-class SeriesIdentity:
+class SeriesIdentity(BaseModel):
     """Represents the parsed identity of a TV series episode file.
 
     review_status (pending/approved/rejected) and needs_review overlap in meaning:
@@ -92,6 +93,7 @@ class SeriesIdentity:
         needs_review: Flag indicating if manual review is needed
         original_filename: Original filename before parsing
     """
+
     title: str
     season: Optional[int]
     episodes: list[int]
@@ -107,11 +109,10 @@ class SeriesIdentity:
     reputation_source: Optional[str] = None
     review_status: str = "pending"
     enrichment_confidence: Optional[float] = None
-    provider_metadata: dict[str, str] = field(default_factory=dict)
+    provider_metadata: dict[str, str] = Field(default_factory=dict)
 
 
-@dataclass
-class FileOperation:
+class FileOperation(BaseModel):
     """Represents a single file operation in an execution plan.
 
     Attributes:
@@ -122,17 +123,17 @@ class FileOperation:
         has_conflict: Flag indicating if destination already exists
         conflict_reason: Description of the conflict (None if no conflict)
     """
+
     operation_type: str
     source_path: Path
     destination_path: Optional[Path]
     reason: str
     has_conflict: bool
     conflict_reason: Optional[str] = None
-    review_context: dict = field(default_factory=dict)
+    review_context: dict = Field(default_factory=dict)
 
 
-@dataclass
-class ExecutionPlan:
+class ExecutionPlan(BaseModel):
     """Represents a complete execution plan with all file operations.
 
     Attributes:
@@ -145,49 +146,49 @@ class ExecutionPlan:
         metadata: Optional dict (e.g. analysis_source, duplicate_groups_considered,
             completeness_seasons_with_gaps) when plan was built from analysis
     """
+
     plan_id: str
     created_at: datetime
     operations: list[FileOperation]
     summary: dict
-    summary_by_reason: dict = field(default_factory=dict)
+    summary_by_reason: dict = Field(default_factory=dict)
     human_summary: str = ""
-    metadata: dict = field(default_factory=dict)
+    metadata: dict = Field(default_factory=dict)
 
 
-@dataclass
-class OperationResult:
+class OperationResult(BaseModel):
     """Represents the result of executing a single file operation.
-    
+
     Attributes:
         operation: The file operation that was executed
         success: Flag indicating if the operation succeeded
         error_message: Error message if operation failed (None if successful)
         executed_at: Timestamp when the operation was executed
     """
+
     operation: FileOperation
     success: bool
     error_message: Optional[str]
     executed_at: datetime
 
 
-@dataclass
-class RollbackLog:
+class RollbackLog(BaseModel):
     """Represents a log of executed operations for rollback purposes.
-    
+
     Attributes:
         log_id: Unique identifier for the rollback log (UUID)
         execution_plan_id: ID of the execution plan that was executed
         executed_at: Timestamp when the operations were executed
         operations: List of operation results that were executed
     """
+
     log_id: str
     execution_plan_id: str
     executed_at: datetime
     operations: list[OperationResult]
 
 
-@dataclass
-class QuarantineEntry:
+class QuarantineEntry(BaseModel):
     """Represents a single file in quarantine.
 
     Attributes:
@@ -199,80 +200,81 @@ class QuarantineEntry:
         category: Category of the video ("movie" or "series")
         status: Operation status ("pending" | "committed") for two-phase commit
     """
+
     original_path: Path
     quarantine_path: Path
     quarantined_at: datetime
     reason: Optional[str]
     size_bytes: int
     category: str
-    status: str = "committed"  # Default for backward compatibility
+    status: str = "committed"
 
 
-@dataclass
-class QuarantineManifest:
+class QuarantineManifest(BaseModel):
     """Represents a manifest of all quarantined files in a category.
-    
+
     Attributes:
         entries: List of quarantine entries
     """
+
     entries: list[QuarantineEntry]
 
 
-@dataclass
-class FileState:
+class FileState(BaseModel):
     """Represents the state of a file in the workflow.
-    
+
     Attributes:
         file_path: Path to the file
         status: Current status ("reviewed", "ignored", "planned", "executed", "quarantined")
         reason: Optional reason for the status
         updated_at: Timestamp when the state was last updated
     """
+
     file_path: Path
     status: str
     reason: Optional[str]
     updated_at: datetime
 
 
-@dataclass
-class StateStore:
+class StateStore(BaseModel):
     """Represents the persistent state store for all files.
-    
+
     Attributes:
         states: Dictionary mapping file path strings to FileState objects
         version: Version of the state store format
         last_updated: Timestamp when the state store was last updated
     """
+
     states: dict[str, FileState]
     version: str
     last_updated: datetime
 
 
-@dataclass
-class SeasonCompleteness:
+class SeasonCompleteness(BaseModel):
     """Represents completeness analysis for a single season of a series.
-    
+
     Attributes:
         series_title: Normalized series title
         season: Season number
         episodes_found: List of episode numbers that were found
         episodes_missing: List of episode numbers missing in the range [min, max]
     """
+
     series_title: str
     season: int
     episodes_found: list[int]
     episodes_missing: list[int]
 
 
-@dataclass
-class DuplicateGroup:
+class DuplicateGroup(BaseModel):
     """Represents a group of duplicate video files.
-    
+
     Attributes:
         identity: The shared identity (MovieIdentity or SeriesIdentity)
         files: List of VideoFile objects that are duplicates
         quality_comparison: List of dictionaries with quality metrics for each file
     """
+
     identity: MovieIdentity | SeriesIdentity
     files: list[VideoFile]
     quality_comparison: list[dict]
@@ -383,4 +385,3 @@ class PlanJSON(TypedDict, total=False):
     summary_by_reason: dict[str, int]
     human_summary: str
     metadata: dict[str, object]
-

src/vlm/plan_duplicates.py

@@ -0,0 +1,60 @@
+"""Duplicate handling for planner operations.
+
+Resolves duplicate file groups: decides which to keep, which to quarantine,
+and generates appropriate reason strings.
+"""
+
+from typing import Union
+
+from vlm.models import FileOperation, MovieIdentity, SeriesIdentity
+from vlm.plan_review import normalized_path_key
+
+QUARANTINE_REASON_DUPLICATE = "重复项（已按外部评分保留一条）"
+QUARANTINE_REASON_DUPLICATE_FALLBACK_QUALITY = "重复项（外部评分缺失/并列，按画质回退保留一条）"
+QUARANTINE_REASON_DUPLICATE_BY_QUALITY = "重复项（已按画质保留最优）"
+QUARANTINE_REASON_DUPLICATE_BY_REPUTATION_QUALITY_TIME = "重复项（按外部评分>画质>时间保留一条）"
+
+
+def _build_duplicate_quality_lookup(quality_comparison: list[dict]) -> dict[str, dict]:
+    """Index duplicate quality entries by canonicalized path."""
+    lookup: dict[str, dict] = {}
+    for quality in quality_comparison:
+        quality_path = quality.get("path")
+        if isinstance(quality_path, str) and quality_path.strip():
+            lookup[normalized_path_key(quality_path)] = quality
+    return lookup
+
+
+def _mark_duplicate_group_manual_review(
+    operations: list[FileOperation],
+    indices: list[int],
+    message: str,
+) -> None:
+    """Convert unresolved duplicate operations into explicit manual-review no-ops."""
+    for index in indices:
+        current = operations[index]
+        operations[index] = FileOperation(
+            operation_type="no-op",
+            source_path=current.source_path,
+            destination_path=None,
+            reason=f"Duplicate group needs manual review: {message}",
+            has_conflict=False,
+            conflict_reason=None,
+        )
+
+
+def _select_duplicate_quarantine_reason(
+    strategy: str,
+    identities: list[Union[MovieIdentity, SeriesIdentity]],
+) -> str:
+    """Choose a user-facing reason string for duplicate quarantine."""
+    if strategy == "by_quality":
+        return QUARANTINE_REASON_DUPLICATE_BY_QUALITY
+    if strategy == "by_reputation_quality_time":
+        return QUARANTINE_REASON_DUPLICATE_BY_REPUTATION_QUALITY_TIME
+    if strategy == "by_reputation":
+        rep_values = [i.reputation_score for i in identities if i.reputation_score is not None]
+        if len(rep_values) <= 1:
+            return QUARANTINE_REASON_DUPLICATE_FALLBACK_QUALITY
+        return QUARANTINE_REASON_DUPLICATE
+    return QUARANTINE_REASON_DUPLICATE

src/vlm/plan_paths.py

@@ -0,0 +1,231 @@
+"""Path rendering for planner operations.
+
+Computes destination paths from config templates and identity data
+for movie and series files.
+"""
+
+from vlm.config import Config
+from vlm.models import FileOperation, MovieIdentity, SeriesIdentity, VideoFile
+from vlm.utils import is_within_root, sanitize_path_component
+
+NO_OP_REASON_SEASON_OUT_OF_RANGE = "Series needs manual review (season exceeds configured threshold)"
+NO_OP_REASON_EPISODE_OUT_OF_RANGE = "Series needs manual review (episode exceeds configured threshold)"
+
+
+def _create_movie_operation(
+    video_file: VideoFile,
+    identity: MovieIdentity,
+    config: Config
+) -> FileOperation:
+    """Create operation for a movie file.
+
+    Args:
+        video_file: The movie file
+        identity: Parsed movie identity
+        config: Configuration with templates
+
+    Returns:
+        FileOperation for organizing the movie
+    """
+    # Explicitly blocked by manual review workflow.
+    if identity.review_status == "rejected":
+        return FileOperation(
+            operation_type="no-op",
+            source_path=video_file.path,
+            destination_path=None,
+            reason="Movie rejected during manual review",
+            has_conflict=False,
+            conflict_reason=None
+        )
+
+    # If movie needs review (no year or low-confidence enrichment), generate no-op
+    if identity.needs_review or identity.year is None:
+        return FileOperation(
+            operation_type="no-op",
+            source_path=video_file.path,
+            destination_path=None,
+            reason="Movie needs manual review (no year found)",
+            has_conflict=False,
+            conflict_reason=None
+        )
+
+    safe_title = sanitize_path_component(identity.title, fallback="untitled")
+
+    # Apply movie directory template
+    target_dir = config.movie_template.format(
+        title=safe_title,
+        year=identity.year
+    )
+
+    # Get file extension
+    ext = video_file.path.suffix
+
+    # Apply movie filename template
+    target_filename = config.movie_filename_template.format(
+        title=safe_title,
+        year=identity.year,
+        ext=ext
+    )
+
+    # Construct full destination path
+    destination = config.library_root / target_dir / target_filename
+    if not is_within_root(destination, config.library_root):
+        return FileOperation(
+            operation_type="no-op",
+            source_path=video_file.path,
+            destination_path=None,
+            reason=f"Unsafe destination outside library root: {destination}",
+            has_conflict=False,
+            conflict_reason=None
+        )
+
+    # Check if source and destination are the same
+    if video_file.path.resolve() == destination.resolve():
+        return FileOperation(
+            operation_type="no-op",
+            source_path=video_file.path,
+            destination_path=None,
+            reason="File already at target location",
+            has_conflict=False,
+            conflict_reason=None
+        )
+
+    # Determine operation type (move or rename)
+    if video_file.path.parent == destination.parent:
+        operation_type = "rename"
+    else:
+        operation_type = "move"
+
+    # Check for conflicts - destination file already exists
+    has_conflict = destination.exists()
+    conflict_reason = None
+    if has_conflict:
+        conflict_reason = f"Destination file already exists: {destination}"
+
+    return FileOperation(
+        operation_type=operation_type,
+        source_path=video_file.path,
+        destination_path=destination,
+        reason=f"Organize movie: {identity.title} ({identity.year})",
+        has_conflict=has_conflict,
+        conflict_reason=conflict_reason
+    )
+
+
+def _create_series_operation(
+    video_file: VideoFile,
+    identity: SeriesIdentity,
+    config: Config
+) -> FileOperation:
+    """Create operation for a series file.
+
+    Args:
+        video_file: The series file
+        identity: Parsed series identity
+        config: Configuration with templates
+
+    Returns:
+        FileOperation for organizing the series episode
+    """
+    # Explicitly blocked by manual review workflow.
+    if identity.review_status == "rejected":
+        return FileOperation(
+            operation_type="no-op",
+            source_path=video_file.path,
+            destination_path=None,
+            reason="Series rejected during manual review",
+            has_conflict=False,
+            conflict_reason=None
+        )
+
+    # If series needs review (no season or no episodes), generate no-op
+    if identity.needs_review or identity.season is None or len(identity.episodes) == 0:
+        return FileOperation(
+            operation_type="no-op",
+            source_path=video_file.path,
+            destination_path=None,
+            reason="Series needs manual review (no season/episode found)",
+            has_conflict=False,
+            conflict_reason=None
+        )
+    if identity.season > config.plan_max_season:
+        return FileOperation(
+            operation_type="no-op",
+            source_path=video_file.path,
+            destination_path=None,
+            reason=NO_OP_REASON_SEASON_OUT_OF_RANGE,
+            has_conflict=False,
+            conflict_reason=None
+        )
+    if any(ep > config.plan_max_episode for ep in identity.episodes):
+        return FileOperation(
+            operation_type="no-op",
+            source_path=video_file.path,
+            destination_path=None,
+            reason=NO_OP_REASON_EPISODE_OUT_OF_RANGE,
+            has_conflict=False,
+            conflict_reason=None
+        )
+
+    safe_title = sanitize_path_component(identity.title, fallback="untitled")
+
+    # Apply series directory template
+    target_dir = config.series_template.format(
+        title=safe_title,
+        season=identity.season
+    )
+
+    # Get file extension
+    ext = video_file.path.suffix
+
+    # Apply series filename template
+    # For multi-episode files, use the first episode number
+    target_filename = config.series_filename_template.format(
+        season=identity.season,
+        episode=identity.episodes[0],
+        ext=ext
+    )
+
+    # Construct full destination path
+    destination = config.library_root / target_dir / target_filename
+    if not is_within_root(destination, config.library_root):
+        return FileOperation(
+            operation_type="no-op",
+            source_path=video_file.path,
+            destination_path=None,
+            reason=f"Unsafe destination outside library root: {destination}",
+            has_conflict=False,
+            conflict_reason=None
+        )
+
+    # Check if source and destination are the same
+    if video_file.path.resolve() == destination.resolve():
+        return FileOperation(
+            operation_type="no-op",
+            source_path=video_file.path,
+            destination_path=None,
+            reason="File already at target location",
+            has_conflict=False,
+            conflict_reason=None
+        )
+
+    # Determine operation type (move or rename)
+    if video_file.path.parent == destination.parent:
+        operation_type = "rename"
+    else:
+        operation_type = "move"
+
+    # Check for conflicts - destination file already exists
+    has_conflict = destination.exists()
+    conflict_reason = None
+    if has_conflict:
+        conflict_reason = f"Destination file already exists: {destination}"
+
+    return FileOperation(
+        operation_type=operation_type,
+        source_path=video_file.path,
+        destination_path=destination,
+        reason=f"Organize series: {identity.title} S{identity.season:02d}E{identity.episodes[0]:02d}",
+        has_conflict=has_conflict,
+        conflict_reason=conflict_reason
+    )

src/vlm/planner.py

@@ -5,7 +5,6 @@ should be organized based on their parsed identities and configuration templates
 """
 
 import uuid
-from dataclasses import replace
 from pathlib import Path
 from typing import Optional, Union
 
@@ -19,6 +18,15 @@ from vlm.models import (
     SeriesIdentity,
     VideoFile,
 )
+from vlm.plan_duplicates import (
+    _build_duplicate_quality_lookup,
+    _mark_duplicate_group_manual_review,
+    _select_duplicate_quarantine_reason,
+)
+from vlm.plan_paths import (
+    _create_movie_operation,
+    _create_series_operation,
+)
 from vlm.plan_review import (
     REVIEW_APPLIED_AT_KEY,
     REVIEW_CSV_PATH_KEY,
@@ -29,46 +37,12 @@ from vlm.plan_review import (
 from vlm.scanner import find_sidecar_companions
 from vlm.utils import (
     is_sample_path,
-    is_within_root,
-    sanitize_path_component,
     utc_now,
 )
 
-QUARANTINE_REASON_DUPLICATE = "重复项（已按外部评分保留一条）"
-QUARANTINE_REASON_DUPLICATE_FALLBACK_QUALITY = "重复项（外部评分缺失/并列，按画质回退保留一条）"
-QUARANTINE_REASON_DUPLICATE_BY_QUALITY = "重复项（已按画质保留最优）"
-QUARANTINE_REASON_DUPLICATE_BY_REPUTATION_QUALITY_TIME = "重复项（按外部评分>画质>时间保留一条）"
+__all__ = ["generate_plan", "save_plan", "load_plan", "apply_review_to_plan"]
+
 NO_OP_REASON_SAMPLE_EXCLUDED = "Sample file excluded by plan include_sample_files=false"
-NO_OP_REASON_SEASON_OUT_OF_RANGE = "Series needs manual review (season exceeds configured threshold)"
-NO_OP_REASON_EPISODE_OUT_OF_RANGE = "Series needs manual review (episode exceeds configured threshold)"
-
-
-def _build_duplicate_quality_lookup(quality_comparison: list[dict]) -> dict[str, dict]:
-    """Index duplicate quality entries by canonicalized path."""
-    lookup: dict[str, dict] = {}
-    for quality in quality_comparison:
-        quality_path = quality.get("path")
-        if isinstance(quality_path, str) and quality_path.strip():
-            lookup[normalized_path_key(quality_path)] = quality
-    return lookup
-
-
-def _mark_duplicate_group_manual_review(
-    operations: list[FileOperation],
-    indices: list[int],
-    message: str,
-) -> None:
-    """Convert unresolved duplicate operations into explicit manual-review no-ops."""
-    for index in indices:
-        current = operations[index]
-        operations[index] = FileOperation(
-            operation_type="no-op",
-            source_path=current.source_path,
-            destination_path=None,
-            reason=f"Duplicate group needs manual review: {message}",
-            has_conflict=False,
-            conflict_reason=None,
-        )
 
 
 def _analyze_directory_impact(operations: list[FileOperation]) -> dict:
@@ -342,225 +316,6 @@ def _create_operation(
     )
 
 
-def _create_movie_operation(
-    video_file: VideoFile,
-    identity: MovieIdentity,
-    config: Config
-) -> FileOperation:
-    """Create operation for a movie file.
-    
-    Args:
-        video_file: The movie file
-        identity: Parsed movie identity
-        config: Configuration with templates
-        
-    Returns:
-        FileOperation for organizing the movie
-    """
-    # Explicitly blocked by manual review workflow.
-    if identity.review_status == "rejected":
-        return FileOperation(
-            operation_type="no-op",
-            source_path=video_file.path,
-            destination_path=None,
-            reason="Movie rejected during manual review",
-            has_conflict=False,
-            conflict_reason=None
-        )
-
-    # If movie needs review (no year or low-confidence enrichment), generate no-op
-    if identity.needs_review or identity.year is None:
-        return FileOperation(
-            operation_type="no-op",
-            source_path=video_file.path,
-            destination_path=None,
-            reason="Movie needs manual review (no year found)",
-            has_conflict=False,
-            conflict_reason=None
-        )
-    
-    safe_title = sanitize_path_component(identity.title, fallback="untitled")
-
-    # Apply movie directory template
-    target_dir = config.movie_template.format(
-        title=safe_title,
-        year=identity.year
-    )
-    
-    # Get file extension
-    ext = video_file.path.suffix
-    
-    # Apply movie filename template
-    target_filename = config.movie_filename_template.format(
-        title=safe_title,
-        year=identity.year,
-        ext=ext
-    )
-    
-    # Construct full destination path
-    destination = config.library_root / target_dir / target_filename
-    if not is_within_root(destination, config.library_root):
-        return FileOperation(
-            operation_type="no-op",
-            source_path=video_file.path,
-            destination_path=None,
-            reason=f"Unsafe destination outside library root: {destination}",
-            has_conflict=False,
-            conflict_reason=None
-        )
-    
-    # Check if source and destination are the same
-    if video_file.path.resolve() == destination.resolve():
-        return FileOperation(
-            operation_type="no-op",
-            source_path=video_file.path,
-            destination_path=None,
-            reason="File already at target location",
-            has_conflict=False,
-            conflict_reason=None
-        )
-    
-    # Determine operation type (move or rename)
-    if video_file.path.parent == destination.parent:
-        operation_type = "rename"
-    else:
-        operation_type = "move"
-    
-    # Check for conflicts - destination file already exists
-    has_conflict = destination.exists()
-    conflict_reason = None
-    if has_conflict:
-        conflict_reason = f"Destination file already exists: {destination}"
-    
-    return FileOperation(
-        operation_type=operation_type,
-        source_path=video_file.path,
-        destination_path=destination,
-        reason=f"Organize movie: {identity.title} ({identity.year})",
-        has_conflict=has_conflict,
-        conflict_reason=conflict_reason
-    )
-
-
-def _create_series_operation(
-    video_file: VideoFile,
-    identity: SeriesIdentity,
-    config: Config
-) -> FileOperation:
-    """Create operation for a series file.
-    
-    Args:
-        video_file: The series file
-        identity: Parsed series identity
-        config: Configuration with templates
-        
-    Returns:
-        FileOperation for organizing the series episode
-    """
-    # Explicitly blocked by manual review workflow.
-    if identity.review_status == "rejected":
-        return FileOperation(
-            operation_type="no-op",
-            source_path=video_file.path,
-            destination_path=None,
-            reason="Series rejected during manual review",
-            has_conflict=False,
-            conflict_reason=None
-        )
-
-    # If series needs review (no season or no episodes), generate no-op
-    if identity.needs_review or identity.season is None or len(identity.episodes) == 0:
-        return FileOperation(
-            operation_type="no-op",
-            source_path=video_file.path,
-            destination_path=None,
-            reason="Series needs manual review (no season/episode found)",
-            has_conflict=False,
-            conflict_reason=None
-        )
-    if identity.season > config.plan_max_season:
-        return FileOperation(
-            operation_type="no-op",
-            source_path=video_file.path,
-            destination_path=None,
-            reason=NO_OP_REASON_SEASON_OUT_OF_RANGE,
-            has_conflict=False,
-            conflict_reason=None
-        )
-    if any(ep > config.plan_max_episode for ep in identity.episodes):
-        return FileOperation(
-            operation_type="no-op",
-            source_path=video_file.path,
-            destination_path=None,
-            reason=NO_OP_REASON_EPISODE_OUT_OF_RANGE,
-            has_conflict=False,
-            conflict_reason=None
-        )
-    
-    safe_title = sanitize_path_component(identity.title, fallback="untitled")
-
-    # Apply series directory template
-    target_dir = config.series_template.format(
-        title=safe_title,
-        season=identity.season
-    )
-    
-    # Get file extension
-    ext = video_file.path.suffix
-    
-    # Apply series filename template
-    # For multi-episode files, use the first episode number
-    target_filename = config.series_filename_template.format(
-        season=identity.season,
-        episode=identity.episodes[0],
-        ext=ext
-    )
-    
-    # Construct full destination path
-    destination = config.library_root / target_dir / target_filename
-    if not is_within_root(destination, config.library_root):
-        return FileOperation(
-            operation_type="no-op",
-            source_path=video_file.path,
-            destination_path=None,
-            reason=f"Unsafe destination outside library root: {destination}",
-            has_conflict=False,
-            conflict_reason=None
-        )
-    
-    # Check if source and destination are the same
-    if video_file.path.resolve() == destination.resolve():
-        return FileOperation(
-            operation_type="no-op",
-            source_path=video_file.path,
-            destination_path=None,
-            reason="File already at target location",
-            has_conflict=False,
-            conflict_reason=None
-        )
-    
-    # Determine operation type (move or rename)
-    if video_file.path.parent == destination.parent:
-        operation_type = "rename"
-    else:
-        operation_type = "move"
-    
-    # Check for conflicts - destination file already exists
-    has_conflict = destination.exists()
-    conflict_reason = None
-    if has_conflict:
-        conflict_reason = f"Destination file already exists: {destination}"
-    
-    return FileOperation(
-        operation_type=operation_type,
-        source_path=video_file.path,
-        destination_path=destination,
-        reason=f"Organize series: {identity.title} S{identity.season:02d}E{identity.episodes[0]:02d}",
-        has_conflict=has_conflict,
-        conflict_reason=conflict_reason
-    )
-
-
 def _stamp_review_context_on_operations(
     operations: list[FileOperation],
     identities: list[tuple],
@@ -597,7 +352,7 @@ def _stamp_review_context_on_operations(
                             }
                             for s in sidecars
                         ]
-                stamped.append(replace(op, review_context=ctx))
+                stamped.append(op.model_copy(update={"review_context": ctx}))
                 continue
         stamped.append(op)
     return stamped
@@ -688,23 +443,6 @@ def _generate_human_summary(
     return "\n".join(parts)
 
 
-def _select_duplicate_quarantine_reason(
-    strategy: str,
-    identities: list[Union[MovieIdentity, SeriesIdentity]],
-) -> str:
-    """Choose a user-facing reason string for duplicate quarantine."""
-    if strategy == "by_quality":
-        return QUARANTINE_REASON_DUPLICATE_BY_QUALITY
-    if strategy == "by_reputation_quality_time":
-        return QUARANTINE_REASON_DUPLICATE_BY_REPUTATION_QUALITY_TIME
-    if strategy == "by_reputation":
-        rep_values = [i.reputation_score for i in identities if i.reputation_score is not None]
-        if len(rep_values) <= 1:
-            return QUARANTINE_REASON_DUPLICATE_FALLBACK_QUALITY
-        return QUARANTINE_REASON_DUPLICATE
-    return QUARANTINE_REASON_DUPLICATE
-
-
 def _build_quarantine_recommendation_lines(operations: list[FileOperation], limit: int = 20) -> list[str]:
     """Build human-readable quarantine recommendations with reasons."""
     quarantines = [op for op in operations if op.operation_type == "quarantine"]

src/vlm/providers/base.py

@@ -4,9 +4,10 @@ from __future__ import annotations
 
 import threading
 import time
-from dataclasses import dataclass, field
 from typing import Optional, Protocol
 
+from pydantic import BaseModel, Field
+
 
 class RequestRateLimiter:
     """Thread-safe rate limiter for API requests.
@@ -31,8 +32,7 @@ class RequestRateLimiter:
             self._last_request_time = time.monotonic()
 
 
-@dataclass
-class ProviderResult:
+class ProviderResult(BaseModel):
     """Normalized provider output used by enrichment pipeline."""
 
     provider: str
@@ -44,7 +44,7 @@ class ProviderResult:
     reputation_votes: Optional[int] = None
     reputation_source: Optional[str] = None
     match_score: Optional[float] = None
-    raw_metadata: dict[str, str] = field(default_factory=dict)
+    raw_metadata: dict[str, str] = Field(default_factory=dict)
 
 
 class EnrichmentProvider(Protocol):

src/vlm/review_tui.py

@@ -2,9 +2,10 @@
 
 from __future__ import annotations
 
-from dataclasses import dataclass, field
 from pathlib import Path
 
+from pydantic import BaseModel, ConfigDict, Field
+
 from vlm.plan_review import save_review_csv
 from vlm.review_display import (
     build_csv_rows,
@@ -36,17 +37,18 @@ def _change_label(row: dict[str, str]) -> str:
     return src
 
 
-@dataclass(frozen=True)
-class ReviewTUIContext:
+class ReviewTUIContext(BaseModel):
     """Inputs for the plan review TUI."""
 
+    model_config = ConfigDict(frozen=True)
+
     rows: list[dict[str, str]]
     counters: dict[str, int]
     library_root: Path
     output_csv: Path
     plan_input: Path
     summary_text: str
-    path_to_quality: dict[str, dict] = field(default_factory=dict)
+    path_to_quality: dict[str, dict] = Field(default_factory=dict)
 
 
 try:

src/vlm/scanner.py

@@ -1,7 +1,7 @@
 """Inventory scanner for discovering and cataloging video files.
 
 This module implements the core scanning functionality for the Video Library Manager,
-including file discovery via `find`, metadata extraction, and categorization based on
+including file discovery, metadata extraction, and categorization based on
 directory structure.
 """
 
@@ -143,79 +143,7 @@ def scan_library(
 
 
 def _discover_video_paths(root: Path, video_extensions: list[str]) -> list[Path]:
-    """Discover matching video files under root.
-
-    Uses the system `find` command for traversal speed and falls back to Python
-    recursion if `find` is unavailable.
-    """
-    try:
-        return _discover_video_paths_with_find(root, video_extensions)
-    except FileNotFoundError:
-        logger.warning("`find` command not available - falling back to Python recursion")
-        return _discover_video_paths_recursive(root, video_extensions)
-
-
-def _log_find_nonzero_exit(returncode: int, stderr_text: str, discovered_count: int) -> None:
-    """Log the explicit contract for non-zero `find` exits.
-
-    Contract: if `find` emits partial stdout before failing, keep those paths and
-    continue with a warning. If no paths were emitted, return an empty result and
-    log that scan discovery was incomplete.
-    """
-    stderr_suffix = f": {stderr_text}" if stderr_text else ""
-    if discovered_count > 0:
-        logger.warning(
-            "find exited with code %s; using %s partial scan result(s)%s",
-            returncode,
-            discovered_count,
-            stderr_suffix,
-        )
-    else:
-        logger.warning(
-            "find exited with code %s and produced no scan results%s",
-            returncode,
-            stderr_suffix,
-        )
-
-
-def _discover_video_paths_with_find(root: Path, video_extensions: list[str]) -> list[Path]:
-    """Discover matching video files using the system `find` command."""
-    normalized_extensions = [ext.lower() for ext in video_extensions if ext]
-    if not normalized_extensions:
-        return []
-
-    command: list[str] = ["find", str(root), "-type", "f", "("]
-    for index, extension in enumerate(normalized_extensions):
-        if index > 0:
-            command.append("-o")
-        command.extend(["-iname", f"*{extension}"])
-    command.extend([")", "-print0"])
-
-    process = subprocess.Popen(
-        command,
-        stdout=subprocess.PIPE,
-        stderr=subprocess.PIPE
-    )
-    stdout, stderr = process.communicate()
-
-    discovered_paths: list[Path] = []
-    for path_bytes in stdout.split(b"\0"):
-        if not path_bytes:
-            continue
-        file_path = Path(os.fsdecode(path_bytes))
-        if _is_hidden_path(file_path, root):
-            continue
-        discovered_paths.append(file_path)
-
-    if process.returncode != 0:
-        stderr_text = stderr.decode(errors="replace").strip()
-        _log_find_nonzero_exit(process.returncode, stderr_text, len(discovered_paths))
-
-    return discovered_paths
-
-
-def _discover_video_paths_recursive(root: Path, video_extensions: list[str]) -> list[Path]:
-    """Fallback discovery using Python directory traversal."""
+    """Discover matching video files under root using os.scandir recursion."""
     discovered_paths: list[Path] = []
     for file_path in _scan_directory_recursive(root, video_extensions):
         if _is_hidden_path(file_path, root):

tests/test_analysis.py

@@ -10,214 +10,269 @@ from vlm.analysis import analyze_series_completeness, compare_quality, detect_du
 from vlm.models import MovieIdentity, SeriesIdentity, VideoFile
 
 
+def _movie(title="Movie", year=2020, **kw):
+    return MovieIdentity(
+        title=title, year=year, confidence=kw.pop("confidence", 0.9),
+        needs_review=kw.pop("needs_review", False),
+        original_filename=kw.pop("original_filename", f"{title}.{year}.mkv"),
+        **kw,
+    )
+
+
+def _series(title="Show", season=1, episodes=None, **kw):
+    if episodes is None:
+        episodes = [1]
+    return SeriesIdentity(
+        title=title, season=season, episodes=episodes,
+        confidence=kw.pop("confidence", 0.9),
+        needs_review=kw.pop("needs_review", False),
+        original_filename=kw.pop(
+            "original_filename",
+            f"{title.replace(' ', '.')}.S{season:02d}E01.mkv"
+            if season is not None
+            else f"{title.replace(' ', '.')}.E01.mkv",
+        ),
+        **kw,
+    )
+
+
+def _video(filename="file.mkv", size=1000, category="movie", **kw):
+    return VideoFile(
+        path=kw.pop("path", Path(f"/tmp/{filename}")),
+        filename=filename, size_bytes=size,
+        modified_timestamp=kw.pop("modified_timestamp", datetime(2023, 1, 1)),
+        category=category, **kw,
+    )
+
+
 class TestSeriesCompletenessAnalysis:
     """Test series completeness analysis functionality."""
-    
+
     def test_detect_single_gap(self):
         """Test detection of a single missing episode."""
         episodes = [
-            SeriesIdentity("Show Name", 1, [1], 0.9, False, "Show.Name.S01E01.mkv"),
-            SeriesIdentity("Show Name", 1, [2], 0.9, False, "Show.Name.S01E02.mkv"),
-            SeriesIdentity("Show Name", 1, [4], 0.9, False, "Show.Name.S01E04.mkv"),
-            SeriesIdentity("Show Name", 1, [5], 0.9, False, "Show.Name.S01E05.mkv"),
+            _series("Show Name", episodes=[1],
+                    original_filename="Show.Name.S01E01.mkv"),
+            _series("Show Name", episodes=[2],
+                    original_filename="Show.Name.S01E02.mkv"),
+            _series("Show Name", episodes=[4],
+                    original_filename="Show.Name.S01E04.mkv"),
+            _series("Show Name", episodes=[5],
+                    original_filename="Show.Name.S01E05.mkv"),
         ]
-        
+
         result = analyze_series_completeness(episodes)
-        
+
         assert len(result) == 1
         assert result[0].series_title == "Show Name"
         assert result[0].season == 1
         assert result[0].episodes_found == [1, 2, 4, 5]
         assert result[0].episodes_missing == [3]
-    
+
     def test_detect_multiple_gaps(self):
         """Test detection of multiple missing episodes."""
         episodes = [
-            SeriesIdentity("Show Name", 1, [1], 0.9, False, "Show.Name.S01E01.mkv"),
-            SeriesIdentity("Show Name", 1, [3], 0.9, False, "Show.Name.S01E03.mkv"),
-            SeriesIdentity("Show Name", 1, [5], 0.9, False, "Show.Name.S01E05.mkv"),
-            SeriesIdentity("Show Name", 1, [7], 0.9, False, "Show.Name.S01E07.mkv"),
+            _series("Show Name", episodes=[1],
+                    original_filename="Show.Name.S01E01.mkv"),
+            _series("Show Name", episodes=[3],
+                    original_filename="Show.Name.S01E03.mkv"),
+            _series("Show Name", episodes=[5],
+                    original_filename="Show.Name.S01E05.mkv"),
+            _series("Show Name", episodes=[7],
+                    original_filename="Show.Name.S01E07.mkv"),
         ]
-        
+
         result = analyze_series_completeness(episodes)
-        
+
         assert len(result) == 1
         assert result[0].episodes_found == [1, 3, 5, 7]
         assert result[0].episodes_missing == [2, 4, 6]
-    
+
     def test_no_gaps_returns_empty(self):
         """Test that complete seasons are not included in results."""
         episodes = [
-            SeriesIdentity("Show Name", 1, [1], 0.9, False, "Show.Name.S01E01.mkv"),
-            SeriesIdentity("Show Name", 1, [2], 0.9, False, "Show.Name.S01E02.mkv"),
-            SeriesIdentity("Show Name", 1, [3], 0.9, False, "Show.Name.S01E03.mkv"),
+            _series("Show Name", episodes=[1],
+                    original_filename="Show.Name.S01E01.mkv"),
+            _series("Show Name", episodes=[2],
+                    original_filename="Show.Name.S01E02.mkv"),
+            _series("Show Name", episodes=[3],
+                    original_filename="Show.Name.S01E03.mkv"),
         ]
-        
+
         result = analyze_series_completeness(episodes)
-        
+
         assert len(result) == 0
-    
+
     def test_multi_season_independence(self):
         """Test that gap detection for one season doesn't affect others."""
         episodes = [
             # Season 1 - has gap at episode 2
-            SeriesIdentity("Show Name", 1, [1], 0.9, False, "Show.Name.S01E01.mkv"),
-            SeriesIdentity("Show Name", 1, [3], 0.9, False, "Show.Name.S01E03.mkv"),
+            _series("Show Name", season=1, episodes=[1],
+                    original_filename="Show.Name.S01E01.mkv"),
+            _series("Show Name", season=1, episodes=[3],
+                    original_filename="Show.Name.S01E03.mkv"),
             # Season 2 - complete
-            SeriesIdentity("Show Name", 2, [1], 0.9, False, "Show.Name.S02E01.mkv"),
-            SeriesIdentity("Show Name", 2, [2], 0.9, False, "Show.Name.S02E02.mkv"),
+            _series("Show Name", season=2, episodes=[1],
+                    original_filename="Show.Name.S02E01.mkv"),
+            _series("Show Name", season=2, episodes=[2],
+                    original_filename="Show.Name.S02E02.mkv"),
             # Season 3 - has gap at episode 5
-            SeriesIdentity("Show Name", 3, [4], 0.9, False, "Show.Name.S03E04.mkv"),
-            SeriesIdentity("Show Name", 3, [6], 0.9, False, "Show.Name.S03E06.mkv"),
+            _series("Show Name", season=3, episodes=[4],
+                    original_filename="Show.Name.S03E04.mkv"),
+            _series("Show Name", season=3, episodes=[6],
+                    original_filename="Show.Name.S03E06.mkv"),
         ]
-        
+
         result = analyze_series_completeness(episodes)
-        
+
         # Should have 2 results (seasons 1 and 3 with gaps)
         assert len(result) == 2
-        
+
         # Find season 1 result
         season1 = next(r for r in result if r.season == 1)
         assert season1.episodes_found == [1, 3]
         assert season1.episodes_missing == [2]
-        
+
         # Find season 3 result
         season3 = next(r for r in result if r.season == 3)
         assert season3.episodes_found == [4, 6]
         assert season3.episodes_missing == [5]
-    
+
     def test_multi_episode_files(self):
         """Test handling of multi-episode files."""
         episodes = [
-            SeriesIdentity("Show Name", 1, [1, 2], 0.9, False, "Show.Name.S01E01-E02.mkv"),
-            SeriesIdentity("Show Name", 1, [4], 0.9, False, "Show.Name.S01E04.mkv"),
+            _series("Show Name", episodes=[1, 2],
+                    original_filename="Show.Name.S01E01-E02.mkv"),
+            _series("Show Name", episodes=[4],
+                    original_filename="Show.Name.S01E04.mkv"),
         ]
-        
+
         result = analyze_series_completeness(episodes)
-        
+
         assert len(result) == 1
         assert result[0].episodes_found == [1, 2, 4]
         assert result[0].episodes_missing == [3]
-    
+
     def test_different_series_separate_analysis(self):
         """Test that different series are analyzed separately."""
         episodes = [
             # Series A - has gap
-            SeriesIdentity("Series A", 1, [1], 0.9, False, "Series.A.S01E01.mkv"),
-            SeriesIdentity("Series A", 1, [3], 0.9, False, "Series.A.S01E03.mkv"),
+            _series("Series A", episodes=[1],
+                    original_filename="Series.A.S01E01.mkv"),
+            _series("Series A", episodes=[3],
+                    original_filename="Series.A.S01E03.mkv"),
             # Series B - complete
-            SeriesIdentity("Series B", 1, [1], 0.9, False, "Series.B.S01E01.mkv"),
-            SeriesIdentity("Series B", 1, [2], 0.9, False, "Series.B.S01E02.mkv"),
+            _series("Series B", episodes=[1],
+                    original_filename="Series.B.S01E01.mkv"),
+            _series("Series B", episodes=[2],
+                    original_filename="Series.B.S01E02.mkv"),
         ]
-        
+
         result = analyze_series_completeness(episodes)
-        
+
         # Only Series A should be in results
         assert len(result) == 1
         assert result[0].series_title == "Series A"
         assert result[0].episodes_missing == [2]
-    
+
     def test_skip_episodes_without_season(self):
         """Test that episodes with season=None are excluded from analysis."""
         episodes = [
-            SeriesIdentity("Show Name", 1, [1], 0.9, False, "Show.Name.S01E01.mkv"),
-            SeriesIdentity("Show Name", 1, [2], 0.9, False, "Show.Name.S01E02.mkv"),
-            SeriesIdentity("Show Name", None, [1], 0.3, True, "Show.Name.Episode.1.mkv"),
+            _series("Show Name", episodes=[1],
+                    original_filename="Show.Name.S01E01.mkv"),
+            _series("Show Name", episodes=[2],
+                    original_filename="Show.Name.S01E02.mkv"),
+            _series("Show Name", season=None, confidence=0.3,
+                    needs_review=True,
+                    original_filename="Show.Name.Episode.1.mkv"),
         ]
-        
+
         result = analyze_series_completeness(episodes)
-        
+
         # Should only analyze season 1, which is complete
         assert len(result) == 0
-    
+
     def test_skip_episodes_with_empty_episode_list(self):
         """Test that episodes with empty episode list are excluded from analysis."""
         episodes = [
-            SeriesIdentity("Show Name", 1, [1], 0.9, False, "Show.Name.S01E01.mkv"),
-            SeriesIdentity("Show Name", 1, [3], 0.9, False, "Show.Name.S01E03.mkv"),
-            SeriesIdentity("Show Name", 1, [], 0.3, True, "Show.Name.S01.mkv"),
+            _series("Show Name", episodes=[1],
+                    original_filename="Show.Name.S01E01.mkv"),
+            _series("Show Name", episodes=[3],
+                    original_filename="Show.Name.S01E03.mkv"),
+            _series("Show Name", episodes=[], confidence=0.3,
+                    needs_review=True,
+                    original_filename="Show.Name.S01.mkv"),
         ]
-        
+
         result = analyze_series_completeness(episodes)
-        
+
         # Should detect gap at episode 2
         assert len(result) == 1
         assert result[0].episodes_missing == [2]
-    
+
     def test_non_sequential_start(self):
         """Test gap detection when episodes don't start at 1."""
         episodes = [
-            SeriesIdentity("Show Name", 1, [5], 0.9, False, "Show.Name.S01E05.mkv"),
-            SeriesIdentity("Show Name", 1, [6], 0.9, False, "Show.Name.S01E06.mkv"),
-            SeriesIdentity("Show Name", 1, [8], 0.9, False, "Show.Name.S01E08.mkv"),
+            _series("Show Name", episodes=[5],
+                    original_filename="Show.Name.S01E05.mkv"),
+            _series("Show Name", episodes=[6],
+                    original_filename="Show.Name.S01E06.mkv"),
+            _series("Show Name", episodes=[8],
+                    original_filename="Show.Name.S01E08.mkv"),
         ]
-        
+
         result = analyze_series_completeness(episodes)
-        
+
         # Should detect gap at episode 7 in range [5, 8]
         assert len(result) == 1
         assert result[0].episodes_found == [5, 6, 8]
         assert result[0].episodes_missing == [7]
-    
+
     def test_empty_input(self):
         """Test handling of empty episode list."""
         result = analyze_series_completeness([])
         assert len(result) == 0
-    
+
     def test_single_episode_no_gap(self):
         """Test that a single episode has no gaps."""
         episodes = [
-            SeriesIdentity("Show Name", 1, [1], 0.9, False, "Show.Name.S01E01.mkv"),
+            _series("Show Name", episodes=[1],
+                    original_filename="Show.Name.S01E01.mkv"),
         ]
-        
+
         result = analyze_series_completeness(episodes)
-        
+
         # Single episode has no gaps
         assert len(result) == 0
 
 
-
 class TestDuplicateDetection:
     """Test duplicate detection functionality."""
-    
+
     def test_detect_movie_duplicates(self):
         """Test detection of duplicate movies with identical title and year."""
+        now = datetime.now(timezone.utc)
         identities = [
-            MovieIdentity("The Matrix", 1999, 0.9, False, "The.Matrix.1999.1080p.mkv"),
-            MovieIdentity("The Matrix", 1999, 0.9, False, "The.Matrix.1999.720p.mkv"),
-            MovieIdentity("Inception", 2010, 0.9, False, "Inception.2010.mkv"),
+            _movie("The Matrix", 1999,
+                   original_filename="The.Matrix.1999.1080p.mkv"),
+            _movie("The Matrix", 1999,
+                   original_filename="The.Matrix.1999.720p.mkv"),
+            _movie("Inception", 2010),
         ]
-        
+
         files = [
-            VideoFile(
-                Path("/movies/The.Matrix.1999.1080p.mkv"),
-                "The.Matrix.1999.1080p.mkv",
-                2000000000,
-                datetime.now(timezone.utc),
-                "movie",
-                resolution="1920x1080",
-                codec="h264"
-            ),
-            VideoFile(
-                Path("/movies/The.Matrix.1999.720p.mkv"),
-                "The.Matrix.1999.720p.mkv",
-                1000000000,
-                datetime.now(timezone.utc),
-                "movie",
-                resolution="1280x720",
-                codec="h264"
-            ),
-            VideoFile(
-                Path("/movies/Inception.2010.mkv"),
-                "Inception.2010.mkv",
-                1500000000,
-                datetime.now(timezone.utc),
-                "movie"
-            ),
+            _video("The.Matrix.1999.1080p.mkv", 2_000_000_000,
+                   modified_timestamp=now, resolution="1920x1080",
+                   codec="h264"),
+            _video("The.Matrix.1999.720p.mkv", 1_000_000_000,
+                   modified_timestamp=now, resolution="1280x720",
+                   codec="h264"),
+            _video("Inception.2010.mkv", 1_500_000_000,
+                   modified_timestamp=now),
         ]
-        
+
         result = detect_duplicates(list(zip(identities, files)))
-        
+
         # Should find one duplicate group (The Matrix)
         assert len(result) == 1
         assert isinstance(result[0].identity, MovieIdentity)
@@ -225,43 +280,32 @@ class TestDuplicateDetection:
         assert result[0].identity.year == 1999
         assert len(result[0].files) == 2
         assert len(result[0].quality_comparison) == 2
-    
+
     def test_detect_series_duplicates(self):
         """Test detection of duplicate series episodes."""
+        now = datetime.now(timezone.utc)
         identities = [
-            SeriesIdentity("Breaking Bad", 1, [1], 0.9, False, "Breaking.Bad.S01E01.1080p.mkv"),
-            SeriesIdentity("Breaking Bad", 1, [1], 0.9, False, "Breaking.Bad.S01E01.720p.mkv"),
-            SeriesIdentity("Breaking Bad", 1, [2], 0.9, False, "Breaking.Bad.S01E02.mkv"),
+            _series("Breaking Bad", episodes=[1],
+                    original_filename="Breaking.Bad.S01E01.1080p.mkv"),
+            _series("Breaking Bad", episodes=[1],
+                    original_filename="Breaking.Bad.S01E01.720p.mkv"),
+            _series("Breaking Bad", episodes=[2],
+                    original_filename="Breaking.Bad.S01E02.mkv"),
         ]
-        
+
         files = [
-            VideoFile(
-                Path("/series/Breaking.Bad.S01E01.1080p.mkv"),
-                "Breaking.Bad.S01E01.1080p.mkv",
-                1500000000,
-                datetime.now(timezone.utc),
-                "series",
-                resolution="1920x1080"
-            ),
-            VideoFile(
-                Path("/series/Breaking.Bad.S01E01.720p.mkv"),
-                "Breaking.Bad.S01E01.720p.mkv",
-                800000000,
-                datetime.now(timezone.utc),
-                "series",
-                resolution="1280x720"
-            ),
-            VideoFile(
-                Path("/series/Breaking.Bad.S01E02.mkv"),
-                "Breaking.Bad.S01E02.mkv",
-                1200000000,
-                datetime.now(timezone.utc),
-                "series"
-            ),
+            _video("Breaking.Bad.S01E01.1080p.mkv", 1_500_000_000,
+                   "series", modified_timestamp=now,
+                   resolution="1920x1080"),
+            _video("Breaking.Bad.S01E01.720p.mkv", 800_000_000,
+                   "series", modified_timestamp=now,
+                   resolution="1280x720"),
+            _video("Breaking.Bad.S01E02.mkv", 1_200_000_000,
+                   "series", modified_timestamp=now),
         ]
-        
+
         result = detect_duplicates(list(zip(identities, files)))
-        
+
         # Should find one duplicate group (S01E01)
         assert len(result) == 1
         assert isinstance(result[0].identity, SeriesIdentity)
@@ -269,110 +313,123 @@ class TestDuplicateDetection:
         assert result[0].identity.season == 1
         assert 1 in result[0].identity.episodes
         assert len(result[0].files) == 2
-    
+
     def test_no_duplicates(self):
         """Test that unique files are not flagged as duplicates."""
+        now = datetime.now(timezone.utc)
         identities = [
-            MovieIdentity("Movie A", 2020, 0.9, False, "Movie.A.2020.mkv"),
-            MovieIdentity("Movie B", 2021, 0.9, False, "Movie.B.2021.mkv"),
+            _movie("Movie A", 2020),
+            _movie("Movie B", 2021),
         ]
-        
+
         files = [
-            VideoFile(Path("/movies/Movie.A.2020.mkv"), "Movie.A.2020.mkv", 1000000000, datetime.now(timezone.utc), "movie"),
-            VideoFile(Path("/movies/Movie.B.2021.mkv"), "Movie.B.2021.mkv", 1000000000, datetime.now(timezone.utc), "movie"),
+            _video("Movie.A.2020.mkv", 1_000_000_000,
+                   modified_timestamp=now),
+            _video("Movie.B.2021.mkv", 1_000_000_000,
+                   modified_timestamp=now),
         ]
-        
+
         result = detect_duplicates(list(zip(identities, files)))
-        
+
         assert len(result) == 0
-    
+
     def test_skip_movies_without_year(self):
         """Test that movies without year are excluded from duplicate detection."""
+        now = datetime.now(timezone.utc)
         identities = [
-            MovieIdentity("Unknown Movie", None, 0.3, True, "Unknown.Movie.mkv"),
-            MovieIdentity("Unknown Movie", None, 0.3, True, "Unknown.Movie.2.mkv"),
+            _movie("Unknown Movie", year=None, confidence=0.3,
+                   needs_review=True,
+                   original_filename="Unknown.Movie.mkv"),
+            _movie("Unknown Movie", year=None, confidence=0.3,
+                   needs_review=True,
+                   original_filename="Unknown.Movie.2.mkv"),
         ]
-        
+
         files = [
-            VideoFile(Path("/movies/Unknown.Movie.mkv"), "Unknown.Movie.mkv", 1000000000, datetime.now(timezone.utc), "movie"),
-            VideoFile(Path("/movies/Unknown.Movie.2.mkv"), "Unknown.Movie.2.mkv", 1000000000, datetime.now(timezone.utc), "movie"),
+            _video("Unknown.Movie.mkv", 1_000_000_000,
+                   modified_timestamp=now),
+            _video("Unknown.Movie.2.mkv", 1_000_000_000,
+                   modified_timestamp=now),
         ]
-        
+
         result = detect_duplicates(list(zip(identities, files)))
-        
+
         # Should not detect duplicates for files needing review
         assert len(result) == 0
-    
+
     def test_skip_series_without_season(self):
         """Test that series without season are excluded from duplicate detection."""
+        now = datetime.now(timezone.utc)
         identities = [
-            SeriesIdentity("Unknown Show", None, [1], 0.3, True, "Unknown.Show.E01.mkv"),
-            SeriesIdentity("Unknown Show", None, [1], 0.3, True, "Unknown.Show.Episode.1.mkv"),
+            _series("Unknown Show", season=None, confidence=0.3,
+                    needs_review=True,
+                    original_filename="Unknown.Show.E01.mkv"),
+            _series("Unknown Show", season=None, confidence=0.3,
+                    needs_review=True,
+                    original_filename="Unknown.Show.Episode.1.mkv"),
         ]
-        
+
         files = [
-            VideoFile(Path("/series/Unknown.Show.E01.mkv"), "Unknown.Show.E01.mkv", 1000000000, datetime.now(timezone.utc), "series"),
-            VideoFile(Path("/series/Unknown.Show.Episode.1.mkv"), "Unknown.Show.Episode.1.mkv", 1000000000, datetime.now(timezone.utc), "series"),
+            _video("Unknown.Show.E01.mkv", 1_000_000_000, "series",
+                   modified_timestamp=now),
+            _video("Unknown.Show.Episode.1.mkv", 1_000_000_000, "series",
+                   modified_timestamp=now),
         ]
-        
+
         result = detect_duplicates(list(zip(identities, files)))
-        
+
         assert len(result) == 0
-    
+
     def test_skip_series_with_empty_episodes(self):
         """Test that series with empty episode list are excluded."""
+        now = datetime.now(timezone.utc)
         identities = [
-            SeriesIdentity("Show Name", 1, [], 0.3, True, "Show.Name.S01.mkv"),
-            SeriesIdentity("Show Name", 1, [], 0.3, True, "Show.Name.Season.1.mkv"),
+            _series("Show Name", episodes=[], confidence=0.3,
+                    needs_review=True,
+                    original_filename="Show.Name.S01.mkv"),
+            _series("Show Name", episodes=[], confidence=0.3,
+                    needs_review=True,
+                    original_filename="Show.Name.Season.1.mkv"),
         ]
-        
+
         files = [
-            VideoFile(Path("/series/Show.Name.S01.mkv"), "Show.Name.S01.mkv", 1000000000, datetime.now(timezone.utc), "series"),
-            VideoFile(Path("/series/Show.Name.Season.1.mkv"), "Show.Name.Season.1.mkv", 1000000000, datetime.now(timezone.utc), "series"),
+            _video("Show.Name.S01.mkv", 1_000_000_000, "series",
+                   modified_timestamp=now),
+            _video("Show.Name.Season.1.mkv", 1_000_000_000, "series",
+                   modified_timestamp=now),
         ]
-        
+
         result = detect_duplicates(list(zip(identities, files)))
-        
+
         assert len(result) == 0
-    
+
     def test_quality_comparison_includes_all_metadata(self):
         """Test that quality comparison includes all available metadata."""
+        now = datetime.now(timezone.utc)
         identities = [
-            MovieIdentity("Test Movie", 2020, 0.9, False, "Test.Movie.2020.1080p.mkv"),
-            MovieIdentity("Test Movie", 2020, 0.9, False, "Test.Movie.2020.720p.mkv"),
+            _movie("Test Movie", 2020,
+                   original_filename="Test.Movie.2020.1080p.mkv"),
+            _movie("Test Movie", 2020,
+                   original_filename="Test.Movie.2020.720p.mkv"),
         ]
-        
+
         files = [
-            VideoFile(
-                Path("/movies/Test.Movie.2020.1080p.mkv"),
-                "Test.Movie.2020.1080p.mkv",
-                2000000000,
-                datetime.now(timezone.utc),
-                "movie",
-                resolution="1920x1080",
-                codec="h264",
-                duration_seconds=7200.0,
-                bitrate_kbps=5000
-            ),
-            VideoFile(
-                Path("/movies/Test.Movie.2020.720p.mkv"),
-                "Test.Movie.2020.720p.mkv",
-                1000000000,
-                datetime.now(timezone.utc),
-                "movie",
-                resolution="1280x720",
-                codec="h264",
-                duration_seconds=7200.0,
-                bitrate_kbps=2500
-            ),
+            _video("Test.Movie.2020.1080p.mkv", 2_000_000_000,
+                   modified_timestamp=now, resolution="1920x1080",
+                   codec="h264", duration_seconds=7200.0,
+                   bitrate_kbps=5000),
+            _video("Test.Movie.2020.720p.mkv", 1_000_000_000,
+                   modified_timestamp=now, resolution="1280x720",
+                   codec="h264", duration_seconds=7200.0,
+                   bitrate_kbps=2500),
         ]
-        
+
         result = detect_duplicates(list(zip(identities, files)))
-        
+
         assert len(result) == 1
         comparison = result[0].quality_comparison
         assert len(comparison) == 2
-        
+
         # Check first file comparison data
         assert comparison[0]['filename'] == "Test.Movie.2020.1080p.mkv"
         assert comparison[0]['size_bytes'] == 2000000000
@@ -380,96 +437,98 @@ class TestDuplicateDetection:
         assert comparison[0]['codec'] == "h264"
         assert comparison[0]['duration_seconds'] == 7200.0
         assert comparison[0]['bitrate_kbps'] == 5000
-        
+
         # Check second file comparison data
         assert comparison[1]['filename'] == "Test.Movie.2020.720p.mkv"
         assert comparison[1]['size_bytes'] == 1000000000
         assert comparison[1]['resolution'] == "1280x720"
-    
+
     def test_multi_episode_file_duplicates(self):
         """Test duplicate detection for multi-episode files."""
+        now = datetime.now(timezone.utc)
         identities = [
-            SeriesIdentity("Show", 1, [1, 2], 0.9, False, "Show.S01E01-E02.mkv"),
-            SeriesIdentity("Show", 1, [1], 0.9, False, "Show.S01E01.mkv"),
-            SeriesIdentity("Show", 1, [2], 0.9, False, "Show.S01E02.mkv"),
+            _series("Show", episodes=[1, 2],
+                    original_filename="Show.S01E01-E02.mkv"),
+            _series("Show", episodes=[1],
+                    original_filename="Show.S01E01.mkv"),
+            _series("Show", episodes=[2],
+                    original_filename="Show.S01E02.mkv"),
         ]
-        
+
         files = [
-            VideoFile(Path("/series/Show.S01E01-E02.mkv"), "Show.S01E01-E02.mkv", 2000000000, datetime.now(timezone.utc), "series"),
-            VideoFile(Path("/series/Show.S01E01.mkv"), "Show.S01E01.mkv", 1000000000, datetime.now(timezone.utc), "series"),
-            VideoFile(Path("/series/Show.S01E02.mkv"), "Show.S01E02.mkv", 1000000000, datetime.now(timezone.utc), "series"),
+            _video("Show.S01E01-E02.mkv", 2_000_000_000, "series",
+                   modified_timestamp=now),
+            _video("Show.S01E01.mkv", 1_000_000_000, "series",
+                   modified_timestamp=now),
+            _video("Show.S01E02.mkv", 1_000_000_000, "series",
+                   modified_timestamp=now),
         ]
-        
+
         result = detect_duplicates(list(zip(identities, files)))
-        
+
         # Should find duplicates for both E01 and E02
         assert len(result) == 2
-    
+
     def test_different_years_not_duplicates(self):
         """Test that same title with different years are not duplicates."""
+        now = datetime.now(timezone.utc)
         identities = [
-            MovieIdentity("The Thing", 1982, 0.9, False, "The.Thing.1982.mkv"),
-            MovieIdentity("The Thing", 2011, 0.9, False, "The.Thing.2011.mkv"),
+            _movie("The Thing", 1982),
+            _movie("The Thing", 2011),
         ]
-        
+
         files = [
-            VideoFile(Path("/movies/The.Thing.1982.mkv"), "The.Thing.1982.mkv", 1000000000, datetime.now(timezone.utc), "movie"),
-            VideoFile(Path("/movies/The.Thing.2011.mkv"), "The.Thing.2011.mkv", 1000000000, datetime.now(timezone.utc), "movie"),
+            _video("The.Thing.1982.mkv", 1_000_000_000,
+                   modified_timestamp=now),
+            _video("The.Thing.2011.mkv", 1_000_000_000,
+                   modified_timestamp=now),
         ]
-        
+
         result = detect_duplicates(list(zip(identities, files)))
-        
+
         assert len(result) == 0
-    
+
     def test_different_seasons_not_duplicates(self):
         """Test that same series/episode in different seasons are not duplicates."""
+        now = datetime.now(timezone.utc)
         identities = [
-            SeriesIdentity("Show", 1, [1], 0.9, False, "Show.S01E01.mkv"),
-            SeriesIdentity("Show", 2, [1], 0.9, False, "Show.S02E01.mkv"),
+            _series("Show", season=1,
+                    original_filename="Show.S01E01.mkv"),
+            _series("Show", season=2,
+                    original_filename="Show.S02E01.mkv"),
         ]
-        
+
         files = [
-            VideoFile(Path("/series/Show.S01E01.mkv"), "Show.S01E01.mkv", 1000000000, datetime.now(timezone.utc), "series"),
-            VideoFile(Path("/series/Show.S02E01.mkv"), "Show.S02E01.mkv", 1000000000, datetime.now(timezone.utc), "series"),
+            _video("Show.S01E01.mkv", 1_000_000_000, "series",
+                   modified_timestamp=now),
+            _video("Show.S02E01.mkv", 1_000_000_000, "series",
+                   modified_timestamp=now),
         ]
-        
+
         result = detect_duplicates(list(zip(identities, files)))
-        
+
         assert len(result) == 0
 
 
 class TestQualityComparison:
     """Test quality comparison functionality."""
-    
+
     def test_compare_quality_with_all_metadata(self):
         """Test quality comparison with all metadata available."""
+        now = datetime.now(timezone.utc)
         files = [
-            VideoFile(
-                Path("/test/file1.mkv"),
-                "file1.mkv",
-                2000000000,
-                datetime.now(timezone.utc),
-                "movie",
-                resolution="1920x1080",
-                codec="h264",
-                duration_seconds=7200.0,
-                bitrate_kbps=5000
-            ),
-            VideoFile(
-                Path("/test/file2.mkv"),
-                "file2.mkv",
-                1000000000,
-                datetime.now(timezone.utc),
-                "movie",
-                resolution="1280x720",
-                codec="h265",
-                duration_seconds=7200.0,
-                bitrate_kbps=2500
-            ),
+            _video("file1.mkv", 2_000_000_000,
+                   modified_timestamp=now, resolution="1920x1080",
+                   codec="h264", duration_seconds=7200.0,
+                   bitrate_kbps=5000),
+            _video("file2.mkv", 1_000_000_000,
+                   modified_timestamp=now, resolution="1280x720",
+                   codec="h265", duration_seconds=7200.0,
+                   bitrate_kbps=2500),
         ]
-        
+
         result = compare_quality(files)
-        
+
         assert len(result) == 2
         assert result[0]['filename'] == "file1.mkv"
         assert result[0]['size_bytes'] == 2000000000
@@ -477,36 +536,24 @@ class TestQualityComparison:
         assert result[0]['codec'] == "h264"
         assert result[0]['duration_seconds'] == 7200.0
         assert result[0]['bitrate_kbps'] == 5000
-        
+
         assert result[1]['filename'] == "file2.mkv"
         assert result[1]['size_bytes'] == 1000000000
         assert result[1]['resolution'] == "1280x720"
         assert result[1]['codec'] == "h265"
-    
+
     def test_compare_quality_with_partial_metadata(self):
         """Test quality comparison when some metadata is missing."""
+        now = datetime.now(timezone.utc)
         files = [
-            VideoFile(
-                Path("/test/file1.mkv"),
-                "file1.mkv",
-                2000000000,
-                datetime.now(timezone.utc),
-                "movie",
-                resolution="1920x1080"
-                # codec, duration, bitrate not available
-            ),
-            VideoFile(
-                Path("/test/file2.mkv"),
-                "file2.mkv",
-                1000000000,
-                datetime.now(timezone.utc),
-                "movie"
-                # No optional metadata
-            ),
+            _video("file1.mkv", 2_000_000_000,
+                   modified_timestamp=now, resolution="1920x1080"),
+            _video("file2.mkv", 1_000_000_000,
+                   modified_timestamp=now),
         ]
-        
+
         result = compare_quality(files)
-        
+
         assert len(result) == 2
         assert result[0]['filename'] == "file1.mkv"
         assert result[0]['size_bytes'] == 2000000000
@@ -514,33 +561,28 @@ class TestQualityComparison:
         assert 'codec' not in result[0]
         assert 'duration_seconds' not in result[0]
         assert 'bitrate_kbps' not in result[0]
-        
+
         assert result[1]['filename'] == "file2.mkv"
         assert result[1]['size_bytes'] == 1000000000
         assert 'resolution' not in result[1]
         assert 'codec' not in result[1]
-    
+
     def test_compare_quality_empty_list(self):
         """Test quality comparison with empty file list."""
         result = compare_quality([])
         assert len(result) == 0
-    
+
     def test_compare_quality_single_file(self):
         """Test quality comparison with single file."""
+        now = datetime.now(timezone.utc)
         files = [
-            VideoFile(
-                Path("/test/file.mkv"),
-                "file.mkv",
-                1500000000,
-                datetime.now(timezone.utc),
-                "movie",
-                resolution="1920x1080",
-                codec="h264"
-            ),
+            _video("file.mkv", 1_500_000_000,
+                   modified_timestamp=now, resolution="1920x1080",
+                   codec="h264"),
         ]
-        
+
         result = compare_quality(files)
-        
+
         assert len(result) == 1
         assert result[0]['filename'] == "file.mkv"
         assert result[0]['size_bytes'] == 1500000000

tests/test_analysis_properties.py

@@ -18,6 +18,42 @@ from vlm.reports import (
     generate_summary_report,
 )
 
+
+def _movie(title="Movie", year=2020, **kw):
+    return MovieIdentity(
+        title=title, year=year, confidence=kw.pop("confidence", 0.9),
+        needs_review=kw.pop("needs_review", False),
+        original_filename=kw.pop("original_filename", f"{title}.{year}.mkv"),
+        **kw,
+    )
+
+
+def _series(title="Show", season=1, episodes=None, **kw):
+    if episodes is None:
+        episodes = [1]
+    return SeriesIdentity(
+        title=title, season=season, episodes=episodes,
+        confidence=kw.pop("confidence", 0.9),
+        needs_review=kw.pop("needs_review", False),
+        original_filename=kw.pop(
+            "original_filename",
+            f"{title.replace(' ', '.')}.S{season:02d}E01.mkv"
+            if season is not None
+            else f"{title.replace(' ', '.')}.E01.mkv",
+        ),
+        **kw,
+    )
+
+
+def _video(filename="file.mkv", size=1000, category="movie", **kw):
+    return VideoFile(
+        path=kw.pop("path", Path(f"/tmp/{filename}")),
+        filename=filename, size_bytes=size,
+        modified_timestamp=kw.pop("modified_timestamp", datetime(2023, 1, 1)),
+        category=category, **kw,
+    )
+
+
 # Custom strategies for generating test data
 
 @st.composite
@@ -27,10 +63,10 @@ def series_identity_strategy(draw, title=None, season=None):
         title = draw(st.text(min_size=1, max_size=50, alphabet=st.characters(
             whitelist_categories=('Lu', 'Ll', 'Nd'), whitelist_characters=' '
         )))
-    
+
     if season is None:
         season = draw(st.integers(min_value=1, max_value=20))
-    
+
     # Generate 1-3 episode numbers
     episode_count = draw(st.integers(min_value=1, max_value=3))
     episodes = draw(st.lists(
@@ -39,12 +75,13 @@ def series_identity_strategy(draw, title=None, season=None):
         max_size=episode_count,
         unique=True
     ))
-    
+
     confidence = draw(st.floats(min_value=0.5, max_value=1.0))
-    needs_review = False
     original_filename = f"{title.replace(' ', '.')}.S{season:02d}E{episodes[0]:02d}.mkv"
-    
-    return SeriesIdentity(title, season, sorted(episodes), confidence, needs_review, original_filename)
+
+    return _series(title, season, sorted(episodes),
+                   confidence=confidence,
+                   original_filename=original_filename)
 
 
 @st.composite
@@ -54,15 +91,15 @@ def movie_identity_strategy(draw, title=None, year=None):
         title = draw(st.text(min_size=1, max_size=50, alphabet=st.characters(
             whitelist_categories=('Lu', 'Ll', 'Nd'), whitelist_characters=' '
         )))
-    
+
     if year is None:
         year = draw(st.integers(min_value=1900, max_value=2030))
-    
+
     confidence = draw(st.floats(min_value=0.5, max_value=1.0))
-    needs_review = False
     original_filename = f"{title.replace(' ', '.')}.{year}.mkv"
-    
-    return MovieIdentity(title, year, confidence, needs_review, original_filename)
+
+    return _movie(title, year, confidence=confidence,
+                  original_filename=original_filename)
 
 
 @st.composite
@@ -72,11 +109,10 @@ def video_file_strategy(draw, filename=None, category="movie"):
         filename = draw(st.text(min_size=5, max_size=50, alphabet=st.characters(
             whitelist_categories=('Lu', 'Ll', 'Nd'), whitelist_characters='.-_'
         ))) + ".mkv"
-    
-    path = Path(f"/{category}/{filename}")
+
     size_bytes = draw(st.integers(min_value=1000000, max_value=10000000000))
-    modified_timestamp = datetime.now(timezone.utc)
-    
+    now = datetime.now(timezone.utc)
+
     # Optional metadata
     has_metadata = draw(st.booleans())
     if has_metadata:
@@ -84,10 +120,17 @@ def video_file_strategy(draw, filename=None, category="movie"):
         codec = draw(st.sampled_from(["h264", "h265", "vp9", "av1"]))
         duration_seconds = draw(st.floats(min_value=300, max_value=10800))
         bitrate_kbps = draw(st.integers(min_value=500, max_value=20000))
-        return VideoFile(path, filename, size_bytes, modified_timestamp, category,
-                        resolution, codec, duration_seconds, bitrate_kbps)
+        return _video(
+            filename, size_bytes, category,
+            modified_timestamp=now, path=Path(f"/{category}/{filename}"),
+            resolution=resolution, codec=codec,
+            duration_seconds=duration_seconds, bitrate_kbps=bitrate_kbps,
+        )
     else:
-        return VideoFile(path, filename, size_bytes, modified_timestamp, category)
+        return _video(
+            filename, size_bytes, category,
+            modified_timestamp=now, path=Path(f"/{category}/{filename}"),
+        )
 
 
 # Property 10: Gap detection
@@ -109,38 +152,39 @@ def video_file_strategy(draw, filename=None, category="movie"):
 def test_property_10_gap_detection(title, season, episodes_data):
     """Property 10: For any set of episodes within season, analysis SHALL detect
     missing episode numbers in range [min, max].
-    
+
     Validates: Requirements 4.1, 4.2
     """
     # Sort episodes and ensure there's at least one gap
     sorted_episodes = sorted(episodes_data)
-    
+
     # Create episodes, intentionally removing one to create a gap
     if len(sorted_episodes) >= 3:
         # Remove a middle episode to guarantee a gap
         gap_index = len(sorted_episodes) // 2
         removed_episode = sorted_episodes[gap_index]
         episodes_with_gap = sorted_episodes[:gap_index] + sorted_episodes[gap_index + 1:]
-        
+
         # Create SeriesIdentity objects
         episode_identities = [
-            SeriesIdentity(title, season, [ep], 0.9, False, f"{title}.S{season:02d}E{ep:02d}.mkv")
+            _series(title, season, [ep],
+                    original_filename=f"{title}.S{season:02d}E{ep:02d}.mkv")
             for ep in episodes_with_gap
         ]
-        
+
         # Analyze completeness
         result = analyze_series_completeness(episode_identities)
-        
+
         # Should detect the gap
         if len(result) > 0:
             assert result[0].series_title == title
             assert result[0].season == season
-            
+
             # The missing episode should be in the detected gaps
             min_ep = min(episodes_with_gap)
             max_ep = max(episodes_with_gap)
             expected_missing = set(range(min_ep, max_ep + 1)) - set(episodes_with_gap)
-            
+
             assert set(result[0].episodes_missing) == expected_missing
             assert removed_episode in result[0].episodes_missing
 
@@ -158,7 +202,7 @@ def test_property_10_gap_detection(title, season, episodes_data):
 def test_property_11_multi_season_independence(title, season1_episodes, season2_episodes):
     """Property 11: For any series with multiple seasons, gap detection of one
     season SHALL not affect others.
-    
+
     Validates: Requirements 4.4
     """
     # Create episodes for season 1 with a gap
@@ -170,29 +214,31 @@ def test_property_11_multi_season_independence(title, season1_episodes, season2_
     else:
         s1_with_gap = s1_sorted
         s1_missing = None
-    
+
     # Create episodes for season 2 (complete, no gaps)
     s2_sorted = sorted(season2_episodes)
     s2_complete = list(range(min(s2_sorted), max(s2_sorted) + 1))
-    
+
     # Create SeriesIdentity objects
     episode_identities = []
     for ep in s1_with_gap:
         episode_identities.append(
-            SeriesIdentity(title, 1, [ep], 0.9, False, f"{title}.S01E{ep:02d}.mkv")
+            _series(title, 1, [ep],
+                    original_filename=f"{title}.S01E{ep:02d}.mkv")
         )
     for ep in s2_complete:
         episode_identities.append(
-            SeriesIdentity(title, 2, [ep], 0.9, False, f"{title}.S02E{ep:02d}.mkv")
+            _series(title, 2, [ep],
+                    original_filename=f"{title}.S02E{ep:02d}.mkv")
         )
-    
+
     # Analyze completeness
     result = analyze_series_completeness(episode_identities)
-    
+
     # Season 2 should not appear in results (it's complete)
     season2_results = [r for r in result if r.season == 2]
     assert len(season2_results) == 0
-    
+
     # Season 1 should appear if there's a gap
     if s1_missing is not None:
         season1_results = [r for r in result if r.season == 1]
@@ -213,33 +259,31 @@ def test_property_11_multi_season_independence(title, season1_episodes, season2_
 def test_property_12_duplicate_detection_movies(title, year, duplicate_count):
     """Property 12: For any set of movies with identical normalized titles and years,
     all SHALL be grouped as duplicates.
-    
+
     Validates: Requirements 5.1
     """
     # Create multiple movie identities with same title and year
     identities = []
     files = []
-    
+    now = datetime.now(timezone.utc)
+
     for i in range(duplicate_count):
         filename = f"{title.replace(' ', '.')}.{year}.{i}.mkv"
-        identities.append(MovieIdentity(title, year, 0.9, False, filename))
-        files.append(VideoFile(
-            Path(f"/movies/{filename}"),
-            filename,
-            1000000000 + i * 100000000,
-            datetime.now(timezone.utc),
-            "movie"
+        identities.append(_movie(title, year, original_filename=filename))
+        files.append(_video(
+            filename, 1_000_000_000 + i * 100_000_000,
+            modified_timestamp=now, path=Path(f"/movies/{filename}"),
         ))
-    
+
     # Detect duplicates
     result = detect_duplicates(list(zip(identities, files)))
-    
+
     # Should find exactly one duplicate group
     assert len(result) == 1
-    
+
     # The group should contain all files
     assert len(result[0].files) == duplicate_count
-    
+
     # Identity should match
     assert result[0].identity.title == title
     assert result[0].identity.year == year
@@ -259,33 +303,33 @@ def test_property_12_duplicate_detection_movies(title, year, duplicate_count):
 def test_property_13_duplicate_detection_series(title, season, episode, duplicate_count):
     """Property 13: For any set of series files with identical normalized titles,
     seasons, and episodes, all SHALL be grouped as duplicates.
-    
+
     Validates: Requirements 5.2
     """
     # Create multiple series identities with same title, season, and episode
     identities = []
     files = []
-    
+    now = datetime.now(timezone.utc)
+
     for i in range(duplicate_count):
         filename = f"{title.replace(' ', '.')}.S{season:02d}E{episode:02d}.{i}.mkv"
-        identities.append(SeriesIdentity(title, season, [episode], 0.9, False, filename))
-        files.append(VideoFile(
-            Path(f"/series/{filename}"),
-            filename,
-            1000000000 + i * 100000000,
-            datetime.now(timezone.utc),
-            "series"
+        identities.append(
+            _series(title, season, [episode], original_filename=filename)
+        )
+        files.append(_video(
+            filename, 1_000_000_000 + i * 100_000_000, "series",
+            modified_timestamp=now, path=Path(f"/series/{filename}"),
         ))
-    
+
     # Detect duplicates
     result = detect_duplicates(list(zip(identities, files)))
-    
+
     # Should find exactly one duplicate group
     assert len(result) == 1
-    
+
     # The group should contain all files
     assert len(result[0].files) == duplicate_count
-    
+
     # Identity should match
     assert result[0].identity.title == title
     assert result[0].identity.season == season
@@ -305,52 +349,45 @@ def test_property_13_duplicate_detection_series(title, season, episode, duplicat
 def test_property_14_duplicate_quality_comparison(title, year, file_count):
     """Property 14: For any duplicate group, comparison data SHALL include
     available metadata for each file.
-    
+
     Validates: Requirements 5.3
     """
     # Create movie identities and files with varying metadata
     identities = []
     files = []
-    
+    now = datetime.now(timezone.utc)
+
     for i in range(file_count):
         filename = f"{title.replace(' ', '.')}.{year}.{i}.mkv"
-        identities.append(MovieIdentity(title, year, 0.9, False, filename))
-        
+        identities.append(_movie(title, year, original_filename=filename))
+
         # Some files have full metadata, some don't
         if i % 2 == 0:
-            files.append(VideoFile(
-                Path(f"/movies/{filename}"),
-                filename,
-                1000000000 + i * 100000000,
-                datetime.now(timezone.utc),
-                "movie",
-                resolution="1920x1080",
-                codec="h264",
-                duration_seconds=7200.0,
-                bitrate_kbps=5000
+            files.append(_video(
+                filename, 1_000_000_000 + i * 100_000_000,
+                modified_timestamp=now, path=Path(f"/movies/{filename}"),
+                resolution="1920x1080", codec="h264",
+                duration_seconds=7200.0, bitrate_kbps=5000,
             ))
         else:
-            files.append(VideoFile(
-                Path(f"/movies/{filename}"),
-                filename,
-                1000000000 + i * 100000000,
-                datetime.now(timezone.utc),
-                "movie"
+            files.append(_video(
+                filename, 1_000_000_000 + i * 100_000_000,
+                modified_timestamp=now, path=Path(f"/movies/{filename}"),
             ))
-    
+
     # Detect duplicates
     result = detect_duplicates(list(zip(identities, files)))
-    
+
     # Should have quality comparison data
     assert len(result) == 1
     assert len(result[0].quality_comparison) == file_count
-    
+
     # Each comparison entry should have at least filename and size
     for comparison in result[0].quality_comparison:
         assert 'filename' in comparison
         assert 'size_bytes' in comparison
         assert 'path' in comparison
-        
+
         # Files with metadata should have those fields
         if comparison['filename'].endswith('.0.mkv') or comparison['filename'].endswith('.2.mkv'):
             assert 'resolution' in comparison
@@ -369,33 +406,30 @@ def test_property_14_duplicate_quality_comparison(title, year, file_count):
 def test_property_42_completeness_report(series_count, format):
     """Property 42: For any set of analyzed series, completeness report SHALL
     include all series with detected gaps.
-    
+
     Validates: Requirements 11.2
     """
     # Create series with gaps
     analysis_results = []
-    
+
     for i in range(series_count):
         title = f"Series {i}"
-        season = 1
-        episodes_found = [1, 2, 4, 5]  # Gap at episode 3
-        episodes_missing = [3]
-        
+
         analysis_results.append(SeasonCompleteness(
             series_title=title,
-            season=season,
-            episodes_found=episodes_found,
-            episodes_missing=episodes_missing
+            season=1,
+            episodes_found=[1, 2, 4, 5],  # Gap at episode 3
+            episodes_missing=[3]
         ))
-    
+
     # Generate report
     library_root = Path("/test/library")
     report = generate_completeness_report(analysis_results, format, library_root)
-    
+
     # Report should include all series
     for i in range(series_count):
         assert f"Series {i}" in report
-    
+
     # Report should include metadata
     assert str(library_root) in report
 
@@ -410,30 +444,28 @@ def test_property_42_completeness_report(series_count, format):
 def test_property_43_duplicate_report_grouping(duplicate_count, format):
     """Property 43: For any set of detected duplicates, duplicate report SHALL
     group files by identity with comparison data.
-    
+
     Validates: Requirements 11.3
     """
     # Create duplicate groups
     duplicate_groups = []
-    
+    now = datetime.now(timezone.utc)
+
     for i in range(duplicate_count):
         title = f"Movie {i}"
         year = 2020 + i
-        
+
         # Create 2 files for each duplicate group
         files = []
         quality_comparison = []
-        
+
         for j in range(2):
             filename = f"{title.replace(' ', '.')}.{year}.{j}.mkv"
-            file = VideoFile(
-                Path(f"/movies/{filename}"),
-                filename,
-                1000000000 + j * 500000000,
-                datetime.now(timezone.utc),
-                "movie",
+            file = _video(
+                filename, 1_000_000_000 + j * 500_000_000,
+                modified_timestamp=now, path=Path(f"/movies/{filename}"),
                 resolution="1920x1080" if j == 0 else "1280x720",
-                codec="h264"
+                codec="h264",
             )
             files.append(file)
             quality_comparison.append({
@@ -443,21 +475,24 @@ def test_property_43_duplicate_report_grouping(duplicate_count, format):
                 'resolution': file.resolution,
                 'codec': file.codec
             })
-        
-        identity = MovieIdentity(title, year, 0.9, False, files[0].filename)
-        duplicate_groups.append(DuplicateGroup(identity, files, quality_comparison))
-    
+
+        identity = _movie(title, year, original_filename=files[0].filename)
+        duplicate_groups.append(DuplicateGroup(
+            identity=identity, files=files,
+            quality_comparison=quality_comparison,
+        ))
+
     # Generate report
     library_root = Path("/test/library")
     report = generate_duplicate_report(duplicate_groups, format, library_root)
-    
+
     # Report should include all duplicate groups
     for i in range(duplicate_count):
         assert f"Movie {i}" in report
-    
+
     # Report should include comparison data (file sizes, resolutions)
     assert "1920x1080" in report or "resolution" in report.lower()
-    
+
     # Report should include metadata
     assert str(library_root) in report
 
@@ -476,41 +511,39 @@ def test_property_43_duplicate_report_grouping(duplicate_count, format):
 def test_property_44_summary_report_accuracy(file_count, categories):
     """Property 44: For any scanned library, summary report SHALL contain
     accurate counts and sizes.
-    
+
     Validates: Requirements 11.4
     """
     # Create video files
     files = []
     total_size = 0
     category_counts = {}
-    
+    now = datetime.now(timezone.utc)
+
     for i in range(file_count):
         category = categories[i % len(categories)]
-        size = 1000000000 + i * 100000000
+        size = 1_000_000_000 + i * 100_000_000
         filename = f"file_{i}.mkv"
-        
-        files.append(VideoFile(
-            Path(f"/{category}/{filename}"),
-            filename,
-            size,
-            datetime.now(timezone.utc),
-            category
+
+        files.append(_video(
+            filename, size, category,
+            modified_timestamp=now, path=Path(f"/{category}/{filename}"),
         ))
-        
+
         total_size += size
         category_counts[category] = category_counts.get(category, 0) + 1
-    
+
     # Generate summary report
     library_root = Path("/test/library")
     report = generate_summary_report(files, library_root)
-    
+
     # Report should include total file count
     assert f"Total Files: {file_count}" in report
-    
+
     # Report should include category breakdown
     for category, count in category_counts.items():
         assert category.capitalize() in report
         assert f"Files: {count}" in report
-    
+
     # Report should include metadata
     assert str(library_root) in report

tests/test_config.py

@@ -4,6 +4,7 @@ from pathlib import Path
 
 import pytest
 import yaml
+from pydantic import ValidationError
 
 from vlm.config import Config, create_default_config, load_config, validate_config
 
@@ -334,277 +335,235 @@ class TestCreateDefaultConfig:
 
 
 class TestValidateConfig:
-    """Test validate_config function."""
-    
+    """Test validation — with Pydantic, invalid values raise ValidationError at construction."""
+
     def test_validate_valid_config(self):
-        """Test validating a valid configuration."""
         config = Config(library_root=Path("/mnt/nas/videos"))
-        
-        errors = validate_config(config)
-        
-        assert errors == []
-    
+        assert validate_config(config) == []
+
     def test_validate_empty_library_root(self):
-        """Test validating config with empty library_root."""
-        config = Config(library_root=Path(""))
-        
-        errors = validate_config(config)
-        
-        assert len(errors) > 0
-        assert any("library_root" in err for err in errors)
-    
+        with pytest.raises(ValidationError, match="library_root"):
+            Config(library_root=Path(""))
+
     def test_validate_empty_video_extensions(self):
-        """Test validating config with empty video_extensions."""
-        config = Config(
-            library_root=Path("/mnt/nas/videos"),
-            video_extensions=[]
-        )
-        
-        errors = validate_config(config)
-        
-        assert len(errors) > 0
-        assert any("video_extensions" in err for err in errors)
-    
+        with pytest.raises(ValidationError, match="video_extensions"):
+            Config(library_root=Path("/mnt/nas/videos"), video_extensions=[])
+
     def test_validate_invalid_video_extension_format(self):
-        """Test validating config with invalid video extension format."""
-        config = Config(
-            library_root=Path("/mnt/nas/videos"),
-            video_extensions=["mp4", ".mkv"]  # Missing dot on first one
-        )
-        
-        errors = validate_config(config)
-        
-        assert len(errors) > 0
-        assert any("must start with '.'" in err for err in errors)
-    
-    def test_validate_empty_templates(self):
-        """Test validating config with empty templates."""
-        config = Config(
-            library_root=Path("/mnt/nas/videos"),
-            movie_template="",
-            series_template=""
-        )
-        
-        errors = validate_config(config)
-        
-        assert len(errors) >= 2
-        assert any("movie_template" in err for err in errors)
-        assert any("series_template" in err for err in errors)
-    
-    def test_validate_invalid_log_level(self):
-        """Test validating config with invalid log level."""
-        config = Config(
-            library_root=Path("/mnt/nas/videos"),
-            log_level="INVALID"
-        )
-        
-        errors = validate_config(config)
-        
-        assert len(errors) > 0
-        assert any("log_level" in err for err in errors)
-    
-    def test_validate_valid_log_levels(self):
-        """Test validating config with all valid log levels."""
-        valid_levels = ["DEBUG", "INFO", "WARNING", "ERROR", "CRITICAL"]
-        
-        for level in valid_levels:
-            config = Config(
+        with pytest.raises(ValidationError, match="must start with"):
+            Config(
                 library_root=Path("/mnt/nas/videos"),
-                log_level=level
+                video_extensions=["mp4", ".mkv"],
             )
-            errors = validate_config(config)
-            assert errors == [], f"Log level {level} should be valid"
-    
+
+    def test_validate_empty_templates(self):
+        with pytest.raises(ValidationError) as exc_info:
+            Config(
+                library_root=Path("/mnt/nas/videos"),
+                movie_template="",
+                series_template="",
+            )
+        errors = exc_info.value.errors()
+        fields = {e["loc"][0] for e in errors}
+        assert "movie_template" in fields
+        assert "series_template" in fields
+
+    def test_validate_invalid_log_level(self):
+        with pytest.raises(ValidationError, match="log_level"):
+            Config(library_root=Path("/mnt/nas/videos"), log_level="INVALID")
+
+    def test_validate_valid_log_levels(self):
+        for level in ["DEBUG", "INFO", "WARNING", "ERROR", "CRITICAL"]:
+            config = Config(library_root=Path("/mnt/nas/videos"), log_level=level)
+            assert validate_config(config) == [], f"Log level {level} should be valid"
+
     def test_validate_absolute_quarantine_dir(self):
-        """Test validating config with absolute quarantine_dir."""
-        config = Config(
-            library_root=Path("/mnt/nas/videos"),
-            quarantine_dir="/absolute/path"
-        )
-        
-        errors = validate_config(config)
-        
-        assert len(errors) > 0
-        assert any("must be relative" in err for err in errors)
-    
+        with pytest.raises(ValidationError, match="must be relative"):
+            Config(
+                library_root=Path("/mnt/nas/videos"),
+                quarantine_dir="/absolute/path",
+            )
+
     def test_validate_empty_quarantine_dir(self):
-        """Test validating config with empty quarantine_dir."""
-        config = Config(
-            library_root=Path("/mnt/nas/videos"),
-            quarantine_dir=""
-        )
-        
-        errors = validate_config(config)
-        
-        assert len(errors) > 0
-        assert any("quarantine_dir" in err for err in errors)
+        with pytest.raises(ValidationError, match="quarantine_dir"):
+            Config(library_root=Path("/mnt/nas/videos"), quarantine_dir="")
 
-    def test_validate_workspace_dir_type(self):
-        """workspace_dir must be a Path object."""
+    def test_workspace_dir_coerces_from_string(self):
         config = Config(
             library_root=Path("/mnt/nas/videos"),
-            workspace_dir="artifacts",  # type: ignore[arg-type]
+            workspace_dir="artifacts",
         )
-        errors = validate_config(config)
-        assert any("workspace_dir must be a Path object" in err for err in errors)
-    
+        assert config.workspace_dir == Path("artifacts")
+
     def test_validate_multiple_errors(self):
-        """Test validating config with multiple errors."""
-        config = Config(
-            library_root=Path(""),
-            video_extensions=[],
-            movie_template="",
-            log_level="INVALID"
-        )
-
-        errors = validate_config(config)
-
-        # Should have multiple errors
-        assert len(errors) >= 4
+        with pytest.raises(ValidationError) as exc_info:
+            Config(
+                library_root=Path(""),
+                video_extensions=[],
+                movie_template="",
+                log_level="INVALID",
+            )
+        assert len(exc_info.value.errors()) >= 4
 
     def test_validate_duplicate_keep_reputation_quality_time(self):
-        """Test validating config with by_reputation_quality_time strategy."""
         config = Config(
             library_root=Path("/mnt/nas/videos"),
-            duplicate_keep="by_reputation_quality_time"
+            duplicate_keep="by_reputation_quality_time",
         )
-        errors = validate_config(config)
-        assert errors == []
+        assert validate_config(config) == []
 
     def test_validate_empty_categories(self):
-        """Test validating config with empty categories."""
-        config = Config(library_root=Path("/test"), categories={})
-        errors = validate_config(config)
-        assert any("categories" in e and "empty" in e for e in errors)
+        with pytest.raises(ValidationError, match="categories"):
+            Config(library_root=Path("/test"), categories={})
 
     def test_validate_missing_required_category(self):
-        """Test validating config with missing required categories."""
-        config = Config(
-            library_root=Path("/test"),
-            categories={"movie": ["movie"]}  # Missing series, anime
-        )
-        errors = validate_config(config)
-        assert any("series" in e or "anime" in e for e in errors)
+        with pytest.raises(ValidationError, match="categories"):
+            Config(
+                library_root=Path("/test"),
+                categories={"movie": ["movie"]},
+            )
 
     def test_validate_duplicate_directory_names(self):
-        """Test validating config with duplicate directory names."""
-        config = Config(
-            library_root=Path("/test"),
-            categories={
-                "movie": ["movie", "videos"],
-                "series": ["series", "videos"],  # Duplicate
-                "anime": ["anime"]
-            }
-        )
-        errors = validate_config(config)
-        assert any("Duplicate" in e and "videos" in e for e in errors)
+        with pytest.raises(ValidationError, match="Duplicate.*videos"):
+            Config(
+                library_root=Path("/test"),
+                categories={
+                    "movie": ["movie", "videos"],
+                    "series": ["series", "videos"],
+                    "anime": ["anime"],
+                },
+            )
 
     def test_validate_case_insensitive_duplicates(self):
-        """Test validating config with case-insensitive duplicates."""
-        config = Config(
-            library_root=Path("/test"),
-            categories={
-                "movie": ["Movie"],
-                "series": ["movie"],  # Case-insensitive duplicate
-                "anime": ["anime"]
-            }
-        )
-        errors = validate_config(config)
-        assert any("Duplicate" in e for e in errors)
+        with pytest.raises(ValidationError, match="Duplicate"):
+            Config(
+                library_root=Path("/test"),
+                categories={
+                    "movie": ["Movie"],
+                    "series": ["movie"],
+                    "anime": ["anime"],
+                },
+            )
 
     def test_validate_valid_custom_categories(self):
-        """Test validating config with valid custom categories."""
         config = Config(
             library_root=Path("/test"),
             categories={
                 "movie": ["movie", "movies"],
                 "series": ["series", "tv"],
-                "anime": ["anime"]
-            }
+                "anime": ["anime"],
+            },
         )
-        errors = validate_config(config)
-        assert errors == []
+        assert validate_config(config) == []
 
     def test_validate_categories_not_dict(self):
-        """Test validating config with categories not a dict."""
-        config = Config(
-            library_root=Path("/test"),
-            categories=["movie", "series"]  # Wrong type
-        )
-        errors = validate_config(config)
-        assert any("must be a dictionary" in e for e in errors)
+        with pytest.raises(ValidationError):
+            Config(
+                library_root=Path("/test"),
+                categories=["movie", "series"],
+            )
 
     def test_validate_category_list_not_list(self):
-        """Test validating config with category value not a list."""
-        config = Config(
-            library_root=Path("/test"),
-            categories={
-                "movie": "movie",  # Should be a list
-                "series": ["series"],
-                "anime": ["anime"]
-            }
-        )
-        errors = validate_config(config)
-        assert any("must be a list" in e for e in errors)
+        with pytest.raises(ValidationError):
+            Config(
+                library_root=Path("/test"),
+                categories={
+                    "movie": "movie",
+                    "series": ["series"],
+                    "anime": ["anime"],
+                },
+            )
 
     def test_validate_empty_category_list(self):
-        """Test validating config with empty category list."""
-        config = Config(
-            library_root=Path("/test"),
-            categories={
-                "movie": [],  # Empty list
-                "series": ["series"],
-                "anime": ["anime"]
-            }
-        )
-        errors = validate_config(config)
-        assert any("cannot be empty" in e for e in errors)
+        with pytest.raises(ValidationError, match="cannot be empty"):
+            Config(
+                library_root=Path("/test"),
+                categories={
+                    "movie": [],
+                    "series": ["series"],
+                    "anime": ["anime"],
+                },
+            )
 
     def test_validate_rejects_unsupported_enrichment_provider(self):
-        """Test validating config with unsupported enrichment provider."""
-        config = Config(
-            library_root=Path("/test"),
-            enrichment_providers=["tmdb", "douban"],
-        )
-        errors = validate_config(config)
-        assert any("unsupported providers" in e for e in errors)
+        with pytest.raises(ValidationError, match="unsupported providers"):
+            Config(
+                library_root=Path("/test"),
+                enrichment_providers=["tmdb", "douban"],
+            )
 
     def test_validate_category_list_with_non_string(self):
-        """Test validating config with non-string in category list."""
-        config = Config(
-            library_root=Path("/test"),
-            categories={
-                "movie": ["movie", 123],  # Non-string
-                "series": ["series"],
-                "anime": ["anime"]
-            }
-        )
-        errors = validate_config(config)
-        assert any("must contain strings" in e for e in errors)
+        with pytest.raises(ValidationError):
+            Config(
+                library_root=Path("/test"),
+                categories={
+                    "movie": ["movie", 123],
+                    "series": ["series"],
+                    "anime": ["anime"],
+                },
+            )
 
     def test_validate_category_list_with_empty_string(self):
-        """Test validating config with empty string in category list."""
-        config = Config(
-            library_root=Path("/test"),
-            categories={
-                "movie": ["movie", ""],  # Empty string
-                "series": ["series"],
-                "anime": ["anime"]
-            }
-        )
-        errors = validate_config(config)
-        assert any("empty directory name" in e for e in errors)
+        with pytest.raises(ValidationError, match="empty directory name"):
+            Config(
+                library_root=Path("/test"),
+                categories={
+                    "movie": ["movie", ""],
+                    "series": ["series"],
+                    "anime": ["anime"],
+                },
+            )
 
     def test_validate_invalid_plan_thresholds(self):
-        """Plan season/episode thresholds must be positive integers."""
-        config = Config(
+        with pytest.raises(ValidationError) as exc_info:
+            Config(
+                library_root=Path("/test"),
+                plan_max_season=0,
+                plan_max_episode=-1,
+            )
+        fields = {e["loc"][0] for e in exc_info.value.errors()}
+        assert "plan_max_season" in fields
+        assert "plan_max_episode" in fields
+
+    def test_validate_config_with_model_construct_bypass(self):
+        """validate_config catches errors bypassed via model_construct."""
+        config = Config.model_construct(
             library_root=Path("/test"),
-            plan_max_season=0,
-            plan_max_episode=-1,
+            video_extensions=[],
+            movie_template="movie/{title} ({year})/",
+            series_template="series/{title}/Season {season:02d}/",
+            movie_filename_template="{title} ({year}){ext}",
+            series_filename_template="S{season:02d}E{episode:02d}{ext}",
+            log_level="INFO",
+            quarantine_dir=".quarantine",
+            workspace_dir=Path("artifacts"),
+            categories={"movie": ["movie"], "series": ["series"], "anime": ["anime"]},
+            enrichment_enabled=True,
+            enrichment_incremental=True,
+            enrichment_refresh_mode="manual",
+            enrichment_providers=["tmdb"],
+            enrichment_cache_db=Path.home() / ".vlm" / "enrichment_cache.db",
+            enrichment_max_concurrency=6,
+            enrichment_min_match_score=0.75,
+            translation_mode="bidirectional",
+            translation_fallback_machine=True,
+            tmdb_api_key=None,
+            tmdb_bearer_token=None,
+            tmdb_language="zh-CN",
+            tmdb_region=None,
+            tmdb_include_adult=False,
+            openai_api_key=None,
+            reputation_min_votes=50,
+            reputation_low_score_threshold=6.0,
+            reputation_policy="flag_for_review",
+            naming_title_format="{title_zh} {title_en}",
+            duplicate_keep="by_reputation",
+            plan_max_season=15,
+            plan_max_episode=100,
+            plan_include_sample_files=False,
         )
         errors = validate_config(config)
-        assert any("plan_max_season" in e for e in errors)
-        assert any("plan_max_episode" in e for e in errors)
+        assert any("video_extensions" in e for e in errors)
 
 
 class TestConfigIntegration:
@@ -654,26 +613,21 @@ class TestConfigIntegration:
         assert loaded_config.library_root == default_config.library_root
     
     def test_validation_workflow(self, tmp_path):
-        """Test workflow: load config -> validate -> report errors."""
+        """Test workflow: load config with invalid values raises ValidationError."""
         config_file = tmp_path / "config.yaml"
-        
-        # Create config with some invalid values
+
         config_data = {
             'library_root': '/mnt/nas/videos',
             'video_extensions': ['mp4', '.mkv'],  # First one missing dot
             'log_level': 'INVALID'
         }
-        
+
         with open(config_file, 'w') as f:
             yaml.dump(config_data, f)
-        
-        # Load config
-        config = load_config(config_file)
-        
-        # Validate
-        errors = validate_config(config)
-        
-        # Should have errors
-        assert len(errors) > 0
-        assert any("must start with '.'" in err for err in errors)
-        assert any("log_level" in err for err in errors)
+
+        with pytest.raises(ValidationError) as exc_info:
+            load_config(config_file)
+
+        messages = [e["msg"] for e in exc_info.value.errors()]
+        assert any("must start with" in m for m in messages)
+        assert any("log_level" in m for m in messages)

tests/test_config_concurrency.py

@@ -2,10 +2,12 @@
 
 from pathlib import Path
 
-from vlm.config import Config, validate_config
+import pytest
+from pydantic import ValidationError
+
+from vlm.config import Config
 
 
 def test_validate_rejects_non_positive_enrichment_concurrency():
-    config = Config(library_root=Path("/test"), enrichment_max_concurrency=0)
-    errors = validate_config(config)
-    assert any("enrichment_max_concurrency must be >= 1" in e for e in errors)
+    with pytest.raises(ValidationError, match="enrichment_max_concurrency"):
+        Config(library_root=Path("/test"), enrichment_max_concurrency=0)

tests/test_enrichment.py

@@ -38,9 +38,10 @@ def test_enrich_incremental_cache_hit(tmp_path, monkeypatch):
     config = Config(
         library_root=tmp_path,
         enrichment_cache_db=tmp_path / "cache.db",
-        enrichment_providers=["dummy"],
+        enrichment_providers=["tmdb"],
         translation_fallback_machine=False,
     )
+    config.enrichment_providers = ["dummy"]
 
     provider = DummyProvider()
     monkeypatch.setattr(
@@ -104,11 +105,12 @@ def test_enrich_flags_low_reputation_for_review(tmp_path, monkeypatch):
     config = Config(
         library_root=tmp_path,
         enrichment_cache_db=tmp_path / "cache.db",
-        enrichment_providers=["dummy"],
+        enrichment_providers=["tmdb"],
         translation_fallback_machine=False,
         reputation_low_score_threshold=6.0,
         reputation_min_votes=50,
     )
+    config.enrichment_providers = ["dummy"]
 
     provider = LowScoreProvider()
     monkeypatch.setattr(
@@ -144,9 +146,10 @@ def test_enrich_refresh_all_bypasses_cache(tmp_path, monkeypatch):
     config = Config(
         library_root=tmp_path,
         enrichment_cache_db=tmp_path / "cache.db",
-        enrichment_providers=["dummy"],
+        enrichment_providers=["tmdb"],
         translation_fallback_machine=False,
     )
+    config.enrichment_providers = ["dummy"]
 
     provider = DummyProvider()
     monkeypatch.setattr(
@@ -184,8 +187,9 @@ def test_build_providers_rejects_unknown_provider(tmp_path):
     """Unknown providers should fail fast with a clear error."""
     config = Config(
         library_root=tmp_path,
-        enrichment_providers=["tmdb", "tmdb_typo"],
+        enrichment_providers=["tmdb"],
     )
+    config.enrichment_providers = ["tmdb", "tmdb_typo"]
 
     with pytest.raises(ValueError, match="Unsupported enrichment providers"):
         _build_providers(config, request_timeout=3, retries=1, rate_limiter=RequestRateLimiter(0.25))
@@ -220,9 +224,10 @@ def test_refresh_all_clears_stale_enrichment_fields(tmp_path, monkeypatch):
     config = Config(
         library_root=tmp_path,
         enrichment_cache_db=tmp_path / "cache.db",
-        enrichment_providers=["dummy"],
+        enrichment_providers=["tmdb"],
         translation_fallback_machine=False,
     )
+    config.enrichment_providers = ["dummy"]
 
     provider = FlakyProvider()
     monkeypatch.setattr(
@@ -361,10 +366,11 @@ def test_enrich_respects_max_concurrency_for_uncached_records(tmp_path, monkeypa
     config = Config(
         library_root=tmp_path,
         enrichment_cache_db=tmp_path / "cache.db",
-        enrichment_providers=["dummy"],
+        enrichment_providers=["tmdb"],
         translation_fallback_machine=False,
         enrichment_max_concurrency=4,
     )
+    config.enrichment_providers = ["dummy"]
 
     identities = {
         "metadata": {},

tests/test_reports.py

@@ -24,51 +24,73 @@ from vlm.reports import (
 )
 
 
+def _movie(title="Movie", year=2020, **kw):
+    return MovieIdentity(
+        title=title, year=year, confidence=kw.pop("confidence", 0.9),
+        needs_review=kw.pop("needs_review", False),
+        original_filename=kw.pop("original_filename", f"{title}.{year}.mkv"),
+        **kw,
+    )
+
+
+def _series(title="Show", season=1, episodes=None, **kw):
+    if episodes is None:
+        episodes = [1]
+    return SeriesIdentity(
+        title=title, season=season, episodes=episodes,
+        confidence=kw.pop("confidence", 0.9),
+        needs_review=kw.pop("needs_review", False),
+        original_filename=kw.pop(
+            "original_filename",
+            f"{title.replace(' ', '.')}.S{season:02d}E01.mkv"
+            if season is not None
+            else f"{title.replace(' ', '.')}.E01.mkv",
+        ),
+        **kw,
+    )
+
+
+def _video(filename="file.mkv", size=1000, category="movie", **kw):
+    return VideoFile(
+        path=kw.pop("path", Path(f"/tmp/{filename}")),
+        filename=filename, size_bytes=size,
+        modified_timestamp=kw.pop("modified_timestamp", datetime(2023, 1, 1)),
+        category=category, **kw,
+    )
+
+
 class TestInventoryReport:
     """Test inventory report generation."""
-    
+
     def test_generate_csv_report(self):
         """Test generating CSV format inventory report."""
         files = [
-            VideoFile(
-                Path("/movies/Movie1.mkv"),
-                "Movie1.mkv",
-                2000000000,
-                datetime(2023, 1, 15, 10, 30, 0),
-                "movie",
-                resolution="1920x1080",
-                codec="h264",
-                duration_seconds=7200.0,
-                bitrate_kbps=5000
-            ),
-            VideoFile(
-                Path("/series/Show.S01E01.mkv"),
-                "Show.S01E01.mkv",
-                1000000000,
-                datetime(2023, 2, 20, 14, 45, 0),
-                "series",
-                resolution="1280x720",
-                codec="h265"
-            ),
+            _video("Movie1.mkv", 2_000_000_000,
+                   modified_timestamp=datetime(2023, 1, 15, 10, 30, 0),
+                   resolution="1920x1080", codec="h264",
+                   duration_seconds=7200.0, bitrate_kbps=5000),
+            _video("Show.S01E01.mkv", 1_000_000_000, "series",
+                   modified_timestamp=datetime(2023, 2, 20, 14, 45, 0),
+                   resolution="1280x720", codec="h265"),
         ]
         library_root = Path("/mnt/nas/videos")
-        
+
         report = generate_inventory_report(files, "csv", library_root)
-        
+
         # Check metadata comments
         assert "# Generated:" in report
         assert f"# Library Root: {library_root}" in report
-        
+
         # Parse CSV
         lines = report.strip().split('\n')
         # Skip comment lines
         csv_lines = [line for line in lines if not line.startswith('#')]
         csv_reader = csv.DictReader(csv_lines)
         rows = list(csv_reader)
-        
+
         # Check we have 2 data rows
         assert len(rows) == 2
-        
+
         # Check first file
         assert rows[0]['filename'] == 'Movie1.mkv'
         assert rows[0]['size_bytes'] == '2000000000'
@@ -77,7 +99,7 @@ class TestInventoryReport:
         assert rows[0]['codec'] == 'h264'
         assert rows[0]['duration_seconds'] == '7200.0'
         assert rows[0]['bitrate_kbps'] == '5000'
-        
+
         # Check second file
         assert rows[1]['filename'] == 'Show.S01E01.mkv'
         assert rows[1]['category'] == 'series'
@@ -86,44 +108,33 @@ class TestInventoryReport:
         # Optional fields not present should be empty
         assert rows[1]['duration_seconds'] == ''
         assert rows[1]['bitrate_kbps'] == ''
-    
+
     def test_generate_json_report(self):
         """Test generating JSON format inventory report."""
         files = [
-            VideoFile(
-                Path("/movies/Movie1.mkv"),
-                "Movie1.mkv",
-                2000000000,
-                datetime(2023, 1, 15, 10, 30, 0),
-                "movie",
-                resolution="1920x1080",
-                codec="h264"
-            ),
-            VideoFile(
-                Path("/anime/Anime1.mkv"),
-                "Anime1.mkv",
-                800000000,
-                datetime(2023, 3, 10, 8, 15, 0),
-                "anime"
-            ),
+            _video("Movie1.mkv", 2_000_000_000,
+                   modified_timestamp=datetime(2023, 1, 15, 10, 30, 0),
+                   resolution="1920x1080", codec="h264"),
+            _video("Anime1.mkv", 800_000_000, "anime",
+                   modified_timestamp=datetime(2023, 3, 10, 8, 15, 0)),
         ]
         library_root = Path("/mnt/nas/videos")
-        
+
         report = generate_inventory_report(files, "json", library_root)
-        
+
         # Parse JSON
         data = json.loads(report)
-        
+
         # Check metadata
         assert "metadata" in data
         assert "generated" in data["metadata"]
         assert data["metadata"]["library_root"] == str(library_root)
         assert data["metadata"]["file_count"] == 2
-        
+
         # Check files
         assert "files" in data
         assert len(data["files"]) == 2
-        
+
         # Check first file
         file1 = data["files"][0]
         assert file1["filename"] == "Movie1.mkv"
@@ -131,7 +142,7 @@ class TestInventoryReport:
         assert file1["category"] == "movie"
         assert file1["resolution"] == "1920x1080"
         assert file1["codec"] == "h264"
-        
+
         # Check second file
         file2 = data["files"][1]
         assert file2["filename"] == "Anime1.mkv"
@@ -139,89 +150,79 @@ class TestInventoryReport:
         # Optional fields should be null
         assert file2["resolution"] is None
         assert file2["codec"] is None
-    
+
     def test_generate_csv_report_empty(self):
         """Test generating CSV report with no files."""
         files = []
         library_root = Path("/mnt/nas/videos")
-        
+
         report = generate_inventory_report(files, "csv", library_root)
-        
+
         # Should have metadata and header
         assert "# Generated:" in report
         assert "path,filename,size_bytes" in report
-        
+
         # Parse CSV
         lines = report.strip().split('\n')
         csv_lines = [line for line in lines if not line.startswith('#')]
         csv_reader = csv.DictReader(csv_lines)
         rows = list(csv_reader)
-        
+
         # No data rows
         assert len(rows) == 0
-    
+
     def test_generate_json_report_empty(self):
         """Test generating JSON report with no files."""
         files = []
         library_root = Path("/mnt/nas/videos")
-        
+
         report = generate_inventory_report(files, "json", library_root)
-        
+
         data = json.loads(report)
         assert data["metadata"]["file_count"] == 0
         assert len(data["files"]) == 0
-    
+
     def test_invalid_format_raises_error(self):
         """Test that invalid format raises ValueError."""
         files = []
         library_root = Path("/mnt/nas/videos")
-        
+
         with pytest.raises(ValueError, match="Invalid format"):
             generate_inventory_report(files, "xml", library_root)
-    
+
     def test_csv_schema_columns(self):
         """Test that CSV has all required columns in correct order."""
         files = [
-            VideoFile(
-                Path("/test.mkv"),
-                "test.mkv",
-                1000,
-                datetime.now(timezone.utc),
-                "movie"
-            )
+            _video("test.mkv", 1000,
+                   modified_timestamp=datetime.now(timezone.utc)),
         ]
         library_root = Path("/test")
-        
+
         report = generate_inventory_report(files, "csv", library_root)
-        
+
         # Parse CSV header
         lines = report.strip().split('\n')
         csv_lines = [line for line in lines if not line.startswith('#')]
         header = csv_lines[0].strip()  # Strip to remove any line ending characters
-        
+
         # Check column order
         expected_columns = [
             'path', 'filename', 'size_bytes', 'modified_timestamp', 'category',
             'resolution', 'codec', 'duration_seconds', 'bitrate_kbps'
         ]
         assert header == ','.join(expected_columns)
-    
+
     def test_timestamp_formatting(self):
         """Test that timestamps are formatted as ISO 8601."""
         naive_local = datetime(2023, 6, 15, 14, 30, 45)
         files = [
-            VideoFile(
-                Path("/test.mkv"),
-                "test.mkv",
-                1000,
-                naive_local,
-                "movie"
-            )
+            _video("test.mkv", 1000,
+                   modified_timestamp=naive_local),
         ]
         library_root = Path("/test")
-        
+
         report = generate_inventory_report(files, "csv", library_root)
-        
+
         # Check timestamp format
         expected_utc = naive_local.astimezone(timezone.utc).strftime("%Y-%m-%dT%H:%M:%S")
         assert expected_utc in report
@@ -238,13 +239,8 @@ class TestInventoryReport:
             expected_utc = naive_local.astimezone(timezone.utc).strftime("%Y-%m-%dT%H:%M:%S")
 
             files = [
-                VideoFile(
-                    Path("/test.mkv"),
-                    "test.mkv",
-                    1000,
-                    naive_local,
-                    "movie"
-                )
+                _video("test.mkv", 1000,
+                       modified_timestamp=naive_local),
             ]
             report = generate_inventory_report(files, "json", Path("/test"))
             data = json.loads(report)
@@ -259,104 +255,128 @@ class TestInventoryReport:
 
 class TestCompletenessReport:
     """Test completeness report generation."""
-    
+
     def test_generate_text_report_with_gaps(self):
         """Test generating text format completeness report with gaps."""
         analysis = [
-            SeasonCompleteness("Breaking Bad", 1, [1, 2, 4, 5], [3]),
-            SeasonCompleteness("Breaking Bad", 2, [1, 3, 5], [2, 4]),
-            SeasonCompleteness("The Wire", 1, [1, 2, 4], [3]),
+            SeasonCompleteness(
+                series_title="Breaking Bad", season=1,
+                episodes_found=[1, 2, 4, 5], episodes_missing=[3],
+            ),
+            SeasonCompleteness(
+                series_title="Breaking Bad", season=2,
+                episodes_found=[1, 3, 5], episodes_missing=[2, 4],
+            ),
+            SeasonCompleteness(
+                series_title="The Wire", season=1,
+                episodes_found=[1, 2, 4], episodes_missing=[3],
+            ),
         ]
         library_root = Path("/mnt/nas/videos")
-        
+
         report = generate_completeness_report(analysis, "text", library_root)
-        
+
         # Check report structure
         assert "SERIES COMPLETENESS REPORT" in report
         assert "Generated:" in report
         assert str(library_root) in report
         assert "Series with gaps: 3" in report
-        
+
         # Check series content
         assert "Breaking Bad" in report
         assert "The Wire" in report
         assert "Season 01:" in report
         assert "Season 02:" in report
-        
+
         # Check episode information
         assert "Episodes found:" in report
         assert "Episodes missing:" in report
-    
+
     def test_generate_json_report_with_gaps(self):
         """Test generating JSON format completeness report with gaps."""
         analysis = [
-            SeasonCompleteness("Breaking Bad", 1, [1, 2, 4, 5], [3]),
-            SeasonCompleteness("The Wire", 1, [1, 2, 4], [3]),
+            SeasonCompleteness(
+                series_title="Breaking Bad", season=1,
+                episodes_found=[1, 2, 4, 5], episodes_missing=[3],
+            ),
+            SeasonCompleteness(
+                series_title="The Wire", season=1,
+                episodes_found=[1, 2, 4], episodes_missing=[3],
+            ),
         ]
         library_root = Path("/mnt/nas/videos")
-        
+
         report = generate_completeness_report(analysis, "json", library_root)
-        
+
         # Parse JSON
         data = json.loads(report)
-        
+
         # Check metadata
         assert "metadata" in data
         assert "generated" in data["metadata"]
         assert data["metadata"]["library_root"] == str(library_root)
         assert data["metadata"]["series_count"] == 2
-        
+
         # Check series data
         assert "series" in data
         assert len(data["series"]) == 2
-        
+
         # Check Breaking Bad
         breaking_bad = next(s for s in data["series"] if s["title"] == "Breaking Bad")
         assert len(breaking_bad["seasons"]) == 1
         assert breaking_bad["seasons"][0]["season"] == 1
         assert breaking_bad["seasons"][0]["episodes_found"] == [1, 2, 4, 5]
         assert breaking_bad["seasons"][0]["episodes_missing"] == [3]
-    
+
     def test_generate_text_report_empty(self):
         """Test generating text report with no gaps."""
         analysis = []
         library_root = Path("/mnt/nas/videos")
-        
+
         report = generate_completeness_report(analysis, "text", library_root)
-        
+
         assert "SERIES COMPLETENESS REPORT" in report
         assert "No series with episode gaps detected." in report
-    
+
     def test_generate_json_report_empty(self):
         """Test generating JSON report with no gaps."""
         analysis = []
         library_root = Path("/mnt/nas/videos")
-        
+
         report = generate_completeness_report(analysis, "json", library_root)
-        
+
         data = json.loads(report)
         assert data["metadata"]["series_count"] == 0
         assert len(data["series"]) == 0
-    
+
     def test_invalid_format_raises_error(self):
         """Test that invalid format raises ValueError."""
         analysis = []
         library_root = Path("/mnt/nas/videos")
-        
+
         with pytest.raises(ValueError, match="Invalid format"):
             generate_completeness_report(analysis, "xml", library_root)
-    
+
     def test_multiple_seasons_same_series(self):
         """Test report with multiple seasons of same series."""
         analysis = [
-            SeasonCompleteness("Show Name", 1, [1, 3], [2]),
-            SeasonCompleteness("Show Name", 2, [1, 2, 4], [3]),
-            SeasonCompleteness("Show Name", 3, [5, 7], [6]),
+            SeasonCompleteness(
+                series_title="Show Name", season=1,
+                episodes_found=[1, 3], episodes_missing=[2],
+            ),
+            SeasonCompleteness(
+                series_title="Show Name", season=2,
+                episodes_found=[1, 2, 4], episodes_missing=[3],
+            ),
+            SeasonCompleteness(
+                series_title="Show Name", season=3,
+                episodes_found=[5, 7], episodes_missing=[6],
+            ),
         ]
         library_root = Path("/mnt/nas/videos")
-        
+
         report = generate_completeness_report(analysis, "text", library_root)
-        
+
         # Should group all seasons under same series
         assert report.count("Show Name") == 1  # Series title appears once
         assert "Season 01:" in report
@@ -366,36 +386,23 @@ class TestCompletenessReport:
 
 class TestDuplicateReport:
     """Test duplicate report generation."""
-    
+
     def test_generate_text_report_with_duplicates(self):
         """Test generating text format duplicate report."""
-        identities = [
-            MovieIdentity("The Matrix", 1999, 0.9, False, "The.Matrix.1999.1080p.mkv"),
-        ]
-        
+        now = datetime.now(timezone.utc)
+        identity = _movie("The Matrix", 1999,
+                          original_filename="The.Matrix.1999.1080p.mkv")
+
         files = [
-            VideoFile(
-                Path("/movies/The.Matrix.1999.1080p.mkv"),
-                "The.Matrix.1999.1080p.mkv",
-                2000000000,
-                datetime.now(timezone.utc),
-                "movie",
-                resolution="1920x1080",
-                codec="h264",
-                duration_seconds=7200.0,
-                bitrate_kbps=5000
-            ),
-            VideoFile(
-                Path("/movies/The.Matrix.1999.720p.mkv"),
-                "The.Matrix.1999.720p.mkv",
-                1000000000,
-                datetime.now(timezone.utc),
-                "movie",
-                resolution="1280x720",
-                codec="h264"
-            ),
+            _video("The.Matrix.1999.1080p.mkv", 2_000_000_000,
+                   modified_timestamp=now, resolution="1920x1080",
+                   codec="h264", duration_seconds=7200.0,
+                   bitrate_kbps=5000),
+            _video("The.Matrix.1999.720p.mkv", 1_000_000_000,
+                   modified_timestamp=now, resolution="1280x720",
+                   codec="h264"),
         ]
-        
+
         quality_comparison = [
             {
                 'filename': 'The.Matrix.1999.1080p.mkv',
@@ -414,184 +421,175 @@ class TestDuplicateReport:
                 'codec': 'h264'
             }
         ]
-        
+
         duplicates = [
-            DuplicateGroup(identities[0], files, quality_comparison)
+            DuplicateGroup(identity=identity, files=files, quality_comparison=quality_comparison)
         ]
-        
+
         library_root = Path("/mnt/nas/videos")
-        
+
         report = generate_duplicate_report(duplicates, "text", library_root)
-        
+
         # Check report structure
         assert "DUPLICATE FILES REPORT" in report
         assert "Generated:" in report
         assert str(library_root) in report
         assert "Duplicate groups: 1" in report
-        
+
         # Check duplicate group content
         assert "The Matrix (1999)" in report
         assert "Files: 2" in report
-        
+
         # Check file details
         assert "The.Matrix.1999.1080p.mkv" in report
         assert "The.Matrix.1999.720p.mkv" in report
         assert "1920x1080" in report
         assert "1280x720" in report
         assert "h264" in report
-    
+
     def test_generate_json_report_with_duplicates(self):
         """Test generating JSON format duplicate report."""
-        identity = MovieIdentity("Inception", 2010, 0.9, False, "Inception.2010.1080p.mkv")
-        
+        now = datetime.now(timezone.utc)
+        identity = _movie("Inception", 2010,
+                          original_filename="Inception.2010.1080p.mkv")
+
         files = [
-            VideoFile(
-                Path("/movies/Inception.2010.1080p.mkv"),
-                "Inception.2010.1080p.mkv",
-                2000000000,
-                datetime.now(timezone.utc),
-                "movie"
-            ),
-            VideoFile(
-                Path("/movies/Inception.2010.720p.mkv"),
-                "Inception.2010.720p.mkv",
-                1000000000,
-                datetime.now(timezone.utc),
-                "movie"
-            ),
+            _video("Inception.2010.1080p.mkv", 2_000_000_000,
+                   modified_timestamp=now),
+            _video("Inception.2010.720p.mkv", 1_000_000_000,
+                   modified_timestamp=now),
         ]
-        
+
         quality_comparison = [
             {'filename': 'Inception.2010.1080p.mkv', 'path': '/movies/Inception.2010.1080p.mkv', 'size_bytes': 2000000000},
             {'filename': 'Inception.2010.720p.mkv', 'path': '/movies/Inception.2010.720p.mkv', 'size_bytes': 1000000000}
         ]
-        
+
         duplicates = [
-            DuplicateGroup(identity, files, quality_comparison)
+            DuplicateGroup(identity=identity, files=files, quality_comparison=quality_comparison)
         ]
-        
+
         library_root = Path("/mnt/nas/videos")
-        
+
         report = generate_duplicate_report(duplicates, "json", library_root)
-        
+
         # Parse JSON
         data = json.loads(report)
-        
+
         # Check metadata
         assert "metadata" in data
         assert data["metadata"]["duplicate_groups"] == 1
         assert data["metadata"]["library_root"] == str(library_root)
-        
+
         # Check duplicates
         assert "duplicates" in data
         assert len(data["duplicates"]) == 1
-        
+
         dup = data["duplicates"][0]
         assert dup["identity"]["type"] == "movie"
         assert dup["identity"]["title"] == "Inception"
         assert dup["identity"]["year"] == 2010
         assert dup["file_count"] == 2
         assert len(dup["files"]) == 2
-    
+
     def test_generate_text_report_series_duplicates(self):
         """Test generating text report with series duplicates."""
-        identity = SeriesIdentity("Breaking Bad", 1, [1], 0.9, False, "Breaking.Bad.S01E01.mkv")
-        
+        now = datetime.now(timezone.utc)
+        identity = _series("Breaking Bad", episodes=[1],
+                           original_filename="Breaking.Bad.S01E01.mkv")
+
         files = [
-            VideoFile(
-                Path("/series/Breaking.Bad.S01E01.1080p.mkv"),
-                "Breaking.Bad.S01E01.1080p.mkv",
-                1500000000,
-                datetime.now(timezone.utc),
-                "series"
-            ),
-            VideoFile(
-                Path("/series/Breaking.Bad.S01E01.720p.mkv"),
-                "Breaking.Bad.S01E01.720p.mkv",
-                800000000,
-                datetime.now(timezone.utc),
-                "series"
-            ),
+            _video("Breaking.Bad.S01E01.1080p.mkv", 1_500_000_000, "series",
+                   modified_timestamp=now),
+            _video("Breaking.Bad.S01E01.720p.mkv", 800_000_000, "series",
+                   modified_timestamp=now),
         ]
-        
+
         quality_comparison = [
             {'filename': 'Breaking.Bad.S01E01.1080p.mkv', 'path': '/series/Breaking.Bad.S01E01.1080p.mkv', 'size_bytes': 1500000000},
             {'filename': 'Breaking.Bad.S01E01.720p.mkv', 'path': '/series/Breaking.Bad.S01E01.720p.mkv', 'size_bytes': 800000000}
         ]
-        
+
         duplicates = [
-            DuplicateGroup(identity, files, quality_comparison)
+            DuplicateGroup(identity=identity, files=files, quality_comparison=quality_comparison)
         ]
-        
+
         library_root = Path("/mnt/nas/videos")
-        
+
         report = generate_duplicate_report(duplicates, "text", library_root)
-        
+
         # Check series format
         assert "Breaking Bad - S01E1" in report
         assert "Files: 2" in report
-    
+
     def test_generate_text_report_empty(self):
         """Test generating text report with no duplicates."""
         duplicates = []
         library_root = Path("/mnt/nas/videos")
-        
+
         report = generate_duplicate_report(duplicates, "text", library_root)
-        
+
         assert "DUPLICATE FILES REPORT" in report
         assert "No duplicate files detected." in report
-    
+
     def test_generate_json_report_empty(self):
         """Test generating JSON report with no duplicates."""
         duplicates = []
         library_root = Path("/mnt/nas/videos")
-        
+
         report = generate_duplicate_report(duplicates, "json", library_root)
-        
+
         data = json.loads(report)
         assert data["metadata"]["duplicate_groups"] == 0
         assert len(data["duplicates"]) == 0
-    
+
     def test_invalid_format_raises_error(self):
         """Test that invalid format raises ValueError."""
         duplicates = []
         library_root = Path("/mnt/nas/videos")
-        
+
         with pytest.raises(ValueError, match="Invalid format"):
             generate_duplicate_report(duplicates, "csv", library_root)
-    
+
     def test_sorted_by_file_size(self):
         """Test that duplicate groups are sorted by largest file size."""
+        now = datetime.now(timezone.utc)
         # Create two duplicate groups with different sizes
-        identity1 = MovieIdentity("Small Movie", 2020, 0.9, False, "Small.Movie.mkv")
+        identity1 = _movie("Small Movie", 2020,
+                           original_filename="Small.Movie.mkv")
         files1 = [
-            VideoFile(Path("/movies/Small.Movie.1.mkv"), "Small.Movie.1.mkv", 500000000, datetime.now(timezone.utc), "movie"),
-            VideoFile(Path("/movies/Small.Movie.2.mkv"), "Small.Movie.2.mkv", 600000000, datetime.now(timezone.utc), "movie"),
+            _video("Small.Movie.1.mkv", 500_000_000,
+                   modified_timestamp=now),
+            _video("Small.Movie.2.mkv", 600_000_000,
+                   modified_timestamp=now),
         ]
         quality1 = [
             {'filename': 'Small.Movie.1.mkv', 'path': '/movies/Small.Movie.1.mkv', 'size_bytes': 500000000},
             {'filename': 'Small.Movie.2.mkv', 'path': '/movies/Small.Movie.2.mkv', 'size_bytes': 600000000}
         ]
-        
-        identity2 = MovieIdentity("Large Movie", 2021, 0.9, False, "Large.Movie.mkv")
+
+        identity2 = _movie("Large Movie", 2021,
+                           original_filename="Large.Movie.mkv")
         files2 = [
-            VideoFile(Path("/movies/Large.Movie.1.mkv"), "Large.Movie.1.mkv", 2000000000, datetime.now(timezone.utc), "movie"),
-            VideoFile(Path("/movies/Large.Movie.2.mkv"), "Large.Movie.2.mkv", 1800000000, datetime.now(timezone.utc), "movie"),
+            _video("Large.Movie.1.mkv", 2_000_000_000,
+                   modified_timestamp=now),
+            _video("Large.Movie.2.mkv", 1_800_000_000,
+                   modified_timestamp=now),
         ]
         quality2 = [
             {'filename': 'Large.Movie.1.mkv', 'path': '/movies/Large.Movie.1.mkv', 'size_bytes': 2000000000},
             {'filename': 'Large.Movie.2.mkv', 'path': '/movies/Large.Movie.2.mkv', 'size_bytes': 1800000000}
         ]
-        
+
         duplicates = [
-            DuplicateGroup(identity1, files1, quality1),
-            DuplicateGroup(identity2, files2, quality2)
+            DuplicateGroup(identity=identity1, files=files1, quality_comparison=quality1),
+            DuplicateGroup(identity=identity2, files=files2, quality_comparison=quality2)
         ]
-        
+
         library_root = Path("/mnt/nas/videos")
-        
+
         report = generate_duplicate_report(duplicates, "text", library_root)
-        
+
         # Large Movie should appear before Small Movie
         large_pos = report.find("Large Movie")
         small_pos = report.find("Small Movie")
@@ -599,20 +597,21 @@ class TestDuplicateReport:
 
     def test_sorted_by_quality_size_when_file_sizes_missing(self):
         """Sort order should use quality_comparison sizes when VideoFile sizes are zero."""
-        identity1 = MovieIdentity("Tiny", 2020, 0.9, False, "Tiny.mkv")
+        now = datetime.now(timezone.utc)
+        identity1 = _movie("Tiny", 2020, original_filename="Tiny.mkv")
         files1 = [
-            VideoFile(Path("/movies/Tiny.1.mkv"), "Tiny.1.mkv", 0, datetime.now(timezone.utc), "movie"),
-            VideoFile(Path("/movies/Tiny.2.mkv"), "Tiny.2.mkv", 0, datetime.now(timezone.utc), "movie"),
+            _video("Tiny.1.mkv", 0, modified_timestamp=now),
+            _video("Tiny.2.mkv", 0, modified_timestamp=now),
         ]
         quality1 = [
             {"filename": "Tiny.1.mkv", "path": "/movies/Tiny.1.mkv", "size_bytes": 600000000},
             {"filename": "Tiny.2.mkv", "path": "/movies/Tiny.2.mkv", "size_bytes": 500000000},
         ]
 
-        identity2 = MovieIdentity("Huge", 2021, 0.9, False, "Huge.mkv")
+        identity2 = _movie("Huge", 2021, original_filename="Huge.mkv")
         files2 = [
-            VideoFile(Path("/movies/Huge.1.mkv"), "Huge.1.mkv", 0, datetime.now(timezone.utc), "movie"),
-            VideoFile(Path("/movies/Huge.2.mkv"), "Huge.2.mkv", 0, datetime.now(timezone.utc), "movie"),
+            _video("Huge.1.mkv", 0, modified_timestamp=now),
+            _video("Huge.2.mkv", 0, modified_timestamp=now),
         ]
         quality2 = [
             {"filename": "Huge.1.mkv", "path": "/movies/Huge.1.mkv", "size_bytes": 3000000000},
@@ -620,8 +619,8 @@ class TestDuplicateReport:
         ]
 
         duplicates = [
-            DuplicateGroup(identity1, files1, quality1),
-            DuplicateGroup(identity2, files2, quality2),
+            DuplicateGroup(identity=identity1, files=files1, quality_comparison=quality1),
+            DuplicateGroup(identity=identity2, files=files2, quality_comparison=quality2),
         ]
         report = generate_duplicate_report(duplicates, "text", Path("/mnt/nas/videos"))
         assert report.find("Huge") < report.find("Tiny")
@@ -629,63 +628,73 @@ class TestDuplicateReport:
 
 class TestSummaryReport:
     """Test summary report generation."""
-    
+
     def test_generate_summary_report(self):
         """Test generating summary report with various files."""
+        now = datetime.now(timezone.utc)
         files = [
-            VideoFile(Path("/movies/Movie1.mkv"), "Movie1.mkv", 2000000000, datetime.now(timezone.utc), "movie"),
-            VideoFile(Path("/movies/Movie2.mkv"), "Movie2.mkv", 1500000000, datetime.now(timezone.utc), "movie"),
-            VideoFile(Path("/series/Show.S01E01.mkv"), "Show.S01E01.mkv", 1000000000, datetime.now(timezone.utc), "series"),
-            VideoFile(Path("/series/Show.S01E02.mkv"), "Show.S01E02.mkv", 1000000000, datetime.now(timezone.utc), "series"),
-            VideoFile(Path("/anime/Anime1.mkv"), "Anime1.mkv", 800000000, datetime.now(timezone.utc), "anime"),
-            VideoFile(Path("/other/Random.mkv"), "Random.mkv", 500000000, datetime.now(timezone.utc), "other"),
+            _video("Movie1.mkv", 2_000_000_000, "movie",
+                   modified_timestamp=now),
+            _video("Movie2.mkv", 1_500_000_000, "movie",
+                   modified_timestamp=now),
+            _video("Show.S01E01.mkv", 1_000_000_000, "series",
+                   modified_timestamp=now),
+            _video("Show.S01E02.mkv", 1_000_000_000, "series",
+                   modified_timestamp=now),
+            _video("Anime1.mkv", 800_000_000, "anime",
+                   modified_timestamp=now),
+            _video("Random.mkv", 500_000_000, "other",
+                   modified_timestamp=now),
         ]
-        
+
         library_root = Path("/mnt/nas/videos")
-        
+
         report = generate_summary_report(files, library_root)
-        
+
         # Check report structure
         assert "LIBRARY SUMMARY REPORT" in report
         assert "Generated:" in report
         assert str(library_root) in report
-        
+
         # Check totals
         assert "Total Files: 6" in report
         assert "Total Size:" in report
-        
+
         # Check category breakdown
         assert "Category Breakdown:" in report
         assert "Movie:" in report
         assert "Series:" in report
         assert "Anime:" in report
         assert "Other:" in report
-        
+
         # Check category counts
         assert "Files: 2" in report  # Movies
-    
+
     def test_generate_summary_report_empty(self):
         """Test generating summary report with no files."""
         files = []
         library_root = Path("/mnt/nas/videos")
-        
+
         report = generate_summary_report(files, library_root)
-        
+
         assert "LIBRARY SUMMARY REPORT" in report
         assert "Total Files: 0" in report
         assert "Total Size: 0.00 B" in report
-    
+
     def test_generate_summary_report_single_category(self):
         """Test generating summary report with files in single category."""
+        now = datetime.now(timezone.utc)
         files = [
-            VideoFile(Path("/movies/Movie1.mkv"), "Movie1.mkv", 1000000000, datetime.now(timezone.utc), "movie"),
-            VideoFile(Path("/movies/Movie2.mkv"), "Movie2.mkv", 2000000000, datetime.now(timezone.utc), "movie"),
+            _video("Movie1.mkv", 1_000_000_000, "movie",
+                   modified_timestamp=now),
+            _video("Movie2.mkv", 2_000_000_000, "movie",
+                   modified_timestamp=now),
         ]
-        
+
         library_root = Path("/mnt/nas/videos")
-        
+
         report = generate_summary_report(files, library_root)
-        
+
         assert "Total Files: 2" in report
         assert "Movie:" in report
         assert "Files: 2" in report
@@ -693,64 +702,64 @@ class TestSummaryReport:
 
 class TestFormatHelpers:
     """Test formatting helper functions."""
-    
+
     def test_format_episode_list_single(self):
         """Test formatting single episode."""
         assert _format_episode_list([5]) == "5"
-    
+
     def test_format_episode_list_range(self):
         """Test formatting consecutive episode range."""
         assert _format_episode_list([1, 2, 3, 4, 5]) == "1-5"
-    
+
     def test_format_episode_list_mixed(self):
         """Test formatting mixed ranges and singles."""
         assert _format_episode_list([1, 2, 3, 5, 6, 8]) == "1-3, 5-6, 8"
-    
+
     def test_format_episode_list_non_sequential(self):
         """Test formatting non-sequential episodes."""
         assert _format_episode_list([1, 3, 5, 7]) == "1, 3, 5, 7"
-    
+
     def test_format_episode_list_empty(self):
         """Test formatting empty episode list."""
         assert _format_episode_list([]) == "none"
-    
+
     def test_format_episode_list_unsorted(self):
         """Test formatting unsorted episode list."""
         assert _format_episode_list([5, 1, 3, 2, 4]) == "1-5"
-    
+
     def test_format_size_bytes(self):
         """Test formatting bytes."""
         assert _format_size(512) == "512.00 B"
-    
+
     def test_format_size_kilobytes(self):
         """Test formatting kilobytes."""
         assert _format_size(1024) == "1.00 KB"
         assert _format_size(2048) == "2.00 KB"
-    
+
     def test_format_size_megabytes(self):
         """Test formatting megabytes."""
         assert _format_size(1048576) == "1.00 MB"
         assert _format_size(5242880) == "5.00 MB"
-    
+
     def test_format_size_gigabytes(self):
         """Test formatting gigabytes."""
         assert _format_size(1073741824) == "1.00 GB"
         assert _format_size(2147483648) == "2.00 GB"
-    
+
     def test_format_size_terabytes(self):
         """Test formatting terabytes."""
         assert _format_size(1099511627776) == "1.00 TB"
-    
+
     def test_format_duration_seconds(self):
         """Test formatting seconds only."""
         assert _format_duration(30) == "30s"
         assert _format_duration(0) == "0s"
-    
+
     def test_format_duration_minutes(self):
         """Test formatting minutes and seconds."""
         assert _format_duration(90) == "1m 30s"
         assert _format_duration(120) == "2m"
-    
+
     def test_format_duration_hours(self):
         """Test formatting hours, minutes, and seconds."""
         assert _format_duration(3665) == "1h 1m 5s"

tests/test_reports_integration.py

@@ -16,134 +16,164 @@ from vlm.reports import (
 )
 
 
+def _movie(title="Movie", year=2020, **kw):
+    return MovieIdentity(
+        title=title, year=year, confidence=kw.pop("confidence", 0.9),
+        needs_review=kw.pop("needs_review", False),
+        original_filename=kw.pop("original_filename", f"{title}.{year}.mkv"),
+        **kw,
+    )
+
+
+def _series(title="Show", season=1, episodes=None, **kw):
+    if episodes is None:
+        episodes = [1]
+    return SeriesIdentity(
+        title=title, season=season, episodes=episodes,
+        confidence=kw.pop("confidence", 0.9),
+        needs_review=kw.pop("needs_review", False),
+        original_filename=kw.pop(
+            "original_filename",
+            f"{title.replace(' ', '.')}.S{season:02d}E01.mkv"
+            if season is not None
+            else f"{title.replace(' ', '.')}.E01.mkv",
+        ),
+        **kw,
+    )
+
+
+def _video(filename="file.mkv", size=1000, category="movie", **kw):
+    return VideoFile(
+        path=kw.pop("path", Path(f"/tmp/{filename}")),
+        filename=filename, size_bytes=size,
+        modified_timestamp=kw.pop("modified_timestamp", datetime(2023, 1, 1)),
+        category=category, **kw,
+    )
+
+
 class TestReportsIntegration:
     """Test report generation integrated with analysis engine."""
-    
+
     def test_completeness_workflow(self):
         """Test complete workflow from series analysis to completeness report."""
         # Create test episodes with gaps
         episodes = [
-            SeriesIdentity("Breaking Bad", 1, [1], 0.9, False, "Breaking.Bad.S01E01.mkv"),
-            SeriesIdentity("Breaking Bad", 1, [2], 0.9, False, "Breaking.Bad.S01E02.mkv"),
-            SeriesIdentity("Breaking Bad", 1, [4], 0.9, False, "Breaking.Bad.S01E04.mkv"),
-            SeriesIdentity("The Wire", 1, [1], 0.9, False, "The.Wire.S01E01.mkv"),
-            SeriesIdentity("The Wire", 1, [3], 0.9, False, "The.Wire.S01E03.mkv"),
+            _series("Breaking Bad", episodes=[1],
+                    original_filename="Breaking.Bad.S01E01.mkv"),
+            _series("Breaking Bad", episodes=[2],
+                    original_filename="Breaking.Bad.S01E02.mkv"),
+            _series("Breaking Bad", episodes=[4],
+                    original_filename="Breaking.Bad.S01E04.mkv"),
+            _series("The Wire", episodes=[1],
+                    original_filename="The.Wire.S01E01.mkv"),
+            _series("The Wire", episodes=[3],
+                    original_filename="The.Wire.S01E03.mkv"),
         ]
-        
+
         # Analyze completeness
         analysis = analyze_series_completeness(episodes)
-        
+
         # Generate text report
         library_root = Path("/mnt/nas/videos")
         text_report = generate_completeness_report(analysis, "text", library_root)
-        
+
         # Verify report contains expected information
         assert "Breaking Bad" in text_report
         assert "The Wire" in text_report
         assert "Episodes missing:" in text_report
-        
+
         # Generate JSON report
         json_report = generate_completeness_report(analysis, "json", library_root)
         data = json.loads(json_report)
-        
+
         # Verify JSON structure
         assert data["metadata"]["series_count"] == 2
         assert len(data["series"]) == 2
-    
+
     def test_duplicate_workflow(self):
         """Test complete workflow from duplicate detection to duplicate report."""
         # Create test identities and files
+        now = datetime.now(timezone.utc)
         identities = [
-            MovieIdentity("The Matrix", 1999, 0.9, False, "The.Matrix.1999.1080p.mkv"),
-            MovieIdentity("The Matrix", 1999, 0.9, False, "The.Matrix.1999.720p.mkv"),
-            MovieIdentity("Inception", 2010, 0.9, False, "Inception.2010.mkv"),
+            _movie("The Matrix", 1999,
+                   original_filename="The.Matrix.1999.1080p.mkv"),
+            _movie("The Matrix", 1999,
+                   original_filename="The.Matrix.1999.720p.mkv"),
+            _movie("Inception", 2010),
         ]
-        
+
         files = [
-            VideoFile(
-                Path("/movies/The.Matrix.1999.1080p.mkv"),
-                "The.Matrix.1999.1080p.mkv",
-                2000000000,
-                datetime.now(timezone.utc),
-                "movie",
-                resolution="1920x1080",
-                codec="h264"
-            ),
-            VideoFile(
-                Path("/movies/The.Matrix.1999.720p.mkv"),
-                "The.Matrix.1999.720p.mkv",
-                1000000000,
-                datetime.now(timezone.utc),
-                "movie",
-                resolution="1280x720",
-                codec="h264"
-            ),
-            VideoFile(
-                Path("/movies/Inception.2010.mkv"),
-                "Inception.2010.mkv",
-                1500000000,
-                datetime.now(timezone.utc),
-                "movie"
-            ),
+            _video("The.Matrix.1999.1080p.mkv", 2_000_000_000,
+                   modified_timestamp=now, resolution="1920x1080", codec="h264"),
+            _video("The.Matrix.1999.720p.mkv", 1_000_000_000,
+                   modified_timestamp=now, resolution="1280x720", codec="h264"),
+            _video("Inception.2010.mkv", 1_500_000_000,
+                   modified_timestamp=now),
         ]
-        
+
         # Detect duplicates
         duplicates = detect_duplicates(list(zip(identities, files)))
-        
+
         # Generate text report
         library_root = Path("/mnt/nas/videos")
         text_report = generate_duplicate_report(duplicates, "text", library_root)
-        
+
         # Verify report contains expected information
         assert "The Matrix (1999)" in text_report
         assert "1920x1080" in text_report
         assert "1280x720" in text_report
-        
+
         # Generate JSON report
         json_report = generate_duplicate_report(duplicates, "json", library_root)
         data = json.loads(json_report)
-        
+
         # Verify JSON structure
         assert data["metadata"]["duplicate_groups"] == 1
         assert len(data["duplicates"]) == 1
         assert data["duplicates"][0]["file_count"] == 2
-    
+
     def test_summary_workflow(self):
         """Test summary report generation with mixed file types."""
         # Create test files
+        now = datetime.now(timezone.utc)
         files = [
-            VideoFile(Path("/movies/Movie1.mkv"), "Movie1.mkv", 2000000000, datetime.now(timezone.utc), "movie"),
-            VideoFile(Path("/movies/Movie2.mkv"), "Movie2.mkv", 1500000000, datetime.now(timezone.utc), "movie"),
-            VideoFile(Path("/series/Show.S01E01.mkv"), "Show.S01E01.mkv", 1000000000, datetime.now(timezone.utc), "series"),
-            VideoFile(Path("/series/Show.S01E02.mkv"), "Show.S01E02.mkv", 1000000000, datetime.now(timezone.utc), "series"),
-            VideoFile(Path("/anime/Anime1.mkv"), "Anime1.mkv", 800000000, datetime.now(timezone.utc), "anime"),
+            _video("Movie1.mkv", 2_000_000_000, "movie",
+                   modified_timestamp=now),
+            _video("Movie2.mkv", 1_500_000_000, "movie",
+                   modified_timestamp=now),
+            _video("Show.S01E01.mkv", 1_000_000_000, "series",
+                   modified_timestamp=now),
+            _video("Show.S01E02.mkv", 1_000_000_000, "series",
+                   modified_timestamp=now),
+            _video("Anime1.mkv", 800_000_000, "anime",
+                   modified_timestamp=now),
         ]
-        
+
         # Generate summary report
         library_root = Path("/mnt/nas/videos")
         report = generate_summary_report(files, library_root)
-        
+
         # Verify report contains expected information
         assert "Total Files: 5" in report
         assert "Movie:" in report
         assert "Series:" in report
         assert "Anime:" in report
         assert "Category Breakdown:" in report
-    
+
     def test_all_reports_include_metadata(self):
         """Test that all reports include generation timestamp and library root."""
         library_root = Path("/mnt/nas/videos")
-        
+
         # Test completeness report
         completeness_report = generate_completeness_report([], "text", library_root)
         assert "Generated:" in completeness_report
         assert str(library_root) in completeness_report
-        
+
         # Test duplicate report
         duplicate_report = generate_duplicate_report([], "text", library_root)
         assert "Generated:" in duplicate_report
         assert str(library_root) in duplicate_report
-        
+
         # Test summary report
         summary_report = generate_summary_report([], library_root)
         assert "Generated:" in summary_report

tests/test_scanner.py

@@ -110,8 +110,8 @@ class TestScanLibrary:
         filenames = {vf.filename for vf in result}
         assert filenames == {"video.mp4", "video.mkv"}
 
-    def test_scan_uses_find_output_and_filters_hidden_paths(self, tmp_path):
-        """Test scan_library filters hidden paths from find output."""
+    def test_scan_filters_hidden_paths(self, tmp_path):
+        """Test scan_library filters hidden paths from discovery."""
         movie_dir = tmp_path / "movie"
         hidden_dir = tmp_path / ".hidden"
         movie_dir.mkdir()
@@ -122,82 +122,12 @@ class TestScanLibrary:
         visible_file.touch()
         hidden_file.touch()
 
-        fake_stdout = f"{visible_file}\0{hidden_file}\0".encode()
-
-        with patch('subprocess.Popen') as mock_popen:
-            process = MagicMock()
-            process.communicate.return_value = (fake_stdout, b"")
-            process.returncode = 0
-            mock_popen.return_value = process
-
-            config = Config(library_root=tmp_path)
-            result = scan_library(tmp_path, config)
+        config = Config(library_root=tmp_path)
+        result = scan_library(tmp_path, config, include_video_metadata=False)
 
         assert len(result) == 1
         assert result[0].path == visible_file
 
-    def test_scan_keeps_partial_find_results_when_find_exits_nonzero(self, tmp_path):
-        """Non-zero find exits should keep partial stdout and log the contract."""
-        movie_dir = tmp_path / "movie"
-        movie_dir.mkdir()
-        visible_file = movie_dir / "visible.mp4"
-        visible_file.touch()
-
-        fake_stdout = f"{visible_file}\0".encode()
-
-        with patch('subprocess.Popen') as mock_popen, patch("vlm.scanner.logger.warning") as mock_warning:
-            process = MagicMock()
-            process.communicate.return_value = (fake_stdout, b"Permission denied")
-            process.returncode = 1
-            mock_popen.return_value = process
-
-            config = Config(library_root=tmp_path)
-            result = scan_library(tmp_path, config, include_video_metadata=False)
-
-        warning_messages = [
-            call.args[0] % call.args[1:] if len(call.args) > 1 else call.args[0]
-            for call in mock_warning.call_args_list
-        ]
-        assert len(result) == 1
-        assert result[0].path == visible_file
-        assert any("using 1 partial scan result" in message for message in warning_messages)
-        assert any("Permission denied" in message for message in warning_messages)
-
-    def test_scan_returns_empty_when_find_exits_nonzero_without_stdout(self, tmp_path):
-        """Non-zero find exits without stdout should produce an empty result deterministically."""
-        (tmp_path / "movie").mkdir()
-
-        with patch('subprocess.Popen') as mock_popen, patch("vlm.scanner.logger.warning") as mock_warning:
-            process = MagicMock()
-            process.communicate.return_value = (b"", b"Permission denied")
-            process.returncode = 1
-            mock_popen.return_value = process
-
-            config = Config(library_root=tmp_path)
-            result = scan_library(tmp_path, config, include_video_metadata=False)
-
-        warning_messages = [
-            call.args[0] % call.args[1:] if len(call.args) > 1 else call.args[0]
-            for call in mock_warning.call_args_list
-        ]
-        assert result == []
-        assert any("produced no scan results" in message for message in warning_messages)
-        assert any("Permission denied" in message for message in warning_messages)
-
-    def test_scan_falls_back_when_find_is_unavailable(self, tmp_path):
-        """Test scan_library falls back to recursive scanning if find is unavailable."""
-        movie_dir = tmp_path / "movie"
-        movie_dir.mkdir()
-        video_file = movie_dir / "fallback.mp4"
-        video_file.touch()
-
-        with patch('subprocess.Popen', side_effect=FileNotFoundError):
-            config = Config(library_root=tmp_path)
-            result = scan_library(tmp_path, config)
-
-        assert len(result) == 1
-        assert result[0].path == video_file
-    
     def test_scan_records_metadata(self, tmp_path):
         """Test scanning records file metadata correctly."""
         movie_dir = tmp_path / "movie"
@@ -356,7 +286,7 @@ class TestScanLibrary:
         with patch("vlm.scanner._discover_video_paths", return_value=fake_paths), patch(
             "vlm.scanner._create_video_file",
             side_effect=_fake_create,
-        ):
+        ), patch("shutil.which", return_value="/usr/bin/ffprobe"):
             result = scan_library(tmp_path, config, include_video_metadata=True)
 
         assert len(result) == len(fake_paths)
@@ -736,13 +666,13 @@ class TestExtractMetadata:
             }
         }
         
-        with patch('subprocess.run') as mock_run:
+        with patch('shutil.which', return_value='/usr/bin/ffprobe'), patch('subprocess.run') as mock_run:
             mock_run.return_value = MagicMock(
                 returncode=0,
                 stdout=json.dumps(mock_output),
                 stderr=""
             )
-            
+
             config = Config(library_root=tmp_path)
             result = scan_library(tmp_path, config)
             
@@ -823,7 +753,7 @@ class TestExtractMetadata:
         metadata_cache = {str(vf.path): vf for vf in cached_entries}
 
         config = Config(library_root=tmp_path)
-        with patch("subprocess.run") as mock_run:
+        with patch("shutil.which", return_value="/usr/bin/ffprobe"), patch("subprocess.run") as mock_run:
             result = scan_library(tmp_path, config, metadata_cache=metadata_cache)
 
         assert len(result) == 1

uv.lock

@@ -2,6 +2,15 @@ version = 1
 revision = 3
 requires-python = ">=3.10"
 
+[[package]]
+name = "annotated-types"
+version = "0.8.0"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/5f/56/a8120250d128bed162cd73c76d45f6ef9991f3e068f62a8ee060afa3104a/annotated_types-0.8.0.tar.gz", hash = "sha256:13b2beaad985e05e2d6407ee4c4f35590b11f8d693a258a561055cac8f64cab7", size = 15893, upload-time = "2026-07-23T20:16:13.995Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/99/91/8acff4f5e50511b911bbccb72b8628a49c68ce14148cd9f6431094859a90/annotated_types-0.8.0-py3-none-any.whl", hash = "sha256:f072f4d804ea359e4eaf198b1af7a8b0943881a87f31bb764f8bf219bb9419e0", size = 13427, upload-time = "2026-07-23T20:16:12.938Z" },
+]
+
 [[package]]
 name = "click"
 version = "8.3.1"
@@ -146,7 +155,7 @@ name = "exceptiongroup"
 version = "1.3.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "typing-extensions", marker = "python_full_version < '3.13'" },
+    { name = "typing-extensions" },
 ]
 sdist = { url = "https://files.pythonhosted.org/packages/50/79/66800aadf48771f6b62f7eb014e352e5d06856655206165d775e675a02c9/exceptiongroup-1.3.1.tar.gz", hash = "sha256:8b412432c6055b0b7d14c310000ae93352ed6754f70fa8f7c34141f91c4e3219", size = 30371, upload-time = "2025-11-21T23:01:54.787Z" }
 wheels = [
@@ -252,6 +261,137 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/54/20/4d324d65cc6d9205fabedc306948156824eb9f0ee1633355a8f7ec5c66bf/pluggy-1.6.0-py3-none-any.whl", hash = "sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746", size = 20538, upload-time = "2025-05-15T12:30:06.134Z" },
 ]
 
+[[package]]
+name = "pydantic"
+version = "2.13.5"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "annotated-types" },
+    { name = "pydantic-core" },
+    { name = "typing-extensions" },
+    { name = "typing-inspection" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/53/ef/fc4f868f4e2cee79f863883abffceff107875f569b848507319842d2a681/pydantic-2.13.5.tar.gz", hash = "sha256:51a9c5f7b2f8e636f04c6cada605d9b6a3bf1348fdf945a3d8869b19bba0ee08", size = 845750, upload-time = "2026-08-28T14:04:00.916Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/eb/47/c95ffc2009878c7aac0c5e08528022dcb885933252a88b5f170058014464/pydantic-2.13.5-py3-none-any.whl", hash = "sha256:346a034f080da3755d8e9cb5e00e8b07de1d39e4f6e2c87d8ab7cafa0b269a73", size = 472589, upload-time = "2026-08-28T14:03:59.136Z" },
+]
+
+[[package]]
+name = "pydantic-core"
+version = "2.46.5"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "typing-extensions" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/af/f9/8a06bea35ef8daf588f707784c973a7046e0034c8d8cfb08828eeffb8b75/pydantic_core-2.46.5.tar.gz", hash = "sha256:10416c15b8839ecc4ef4d0885da76da6fd0f67333a0eb8aff6d93c4b8f2910fc", size = 472262, upload-time = "2026-08-28T10:01:31.677Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/74/6b/8f79692844269427abb3e4dd9e68edfcbe65ae25527d99183214de716c59/pydantic_core-2.46.5-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:657b40d6240c0a7b6a64b30f22d1e3aa631c7e846c621b0c0f6d1d75e2e15ea6", size = 2076533, upload-time = "2026-08-28T09:57:35.421Z" },
+    { url = "https://files.pythonhosted.org/packages/bd/d0/c787604c71c2bdcda1a5656942fc822cd0f9cd879b9484bb84fc42172703/pydantic_core-2.46.5-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:ecb42011e12ee19cafbc312887cbf3546959fe02fbad44f272d4be5baa997615", size = 1924650, upload-time = "2026-08-28T09:57:37.944Z" },
+    { url = "https://files.pythonhosted.org/packages/4a/77/ca2f8e997d9bfdb32205297aff38f210f398822d895b1af1b59fd9df9c13/pydantic_core-2.46.5-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4dedce55295becb61921e386b99d4f2706045306e7fa52249a33004c837379fb", size = 1951261, upload-time = "2026-08-28T09:57:39.339Z" },
+    { url = "https://files.pythonhosted.org/packages/a0/53/bd12e1a9255df4edee00353778e2614b5346265d51e1567ab72153e803a2/pydantic_core-2.46.5-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:9f47b8a949e60f027f0aa0a6f6c7b7e9c55cbf4380d10b344e282fa4e7ab1e1b", size = 2021808, upload-time = "2026-08-28T09:57:40.69Z" },
+    { url = "https://files.pythonhosted.org/packages/d7/41/f7f312751ebc6d6767da91964a9c7954c18e226a1720ab234e3dfb9d6c17/pydantic_core-2.46.5-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:200aa3dc9f8d54f0754f43247c0bad0999fdcfbfd2488384dd44f37279271fe6", size = 2196184, upload-time = "2026-08-28T09:57:42.275Z" },
+    { url = "https://files.pythonhosted.org/packages/3d/93/ce93aa030ab6bac4683ba8861e7baad89dd24b02e66b8801a0e4f6a00311/pydantic_core-2.46.5-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:6d30e1a4f138b8951063e9a394752a9179b51da288ffa507b1e659222f4c1793", size = 2238212, upload-time = "2026-08-28T09:57:44.122Z" },
+    { url = "https://files.pythonhosted.org/packages/34/a1/c8e6b66f499f510752c07a092dfe27621f9c255635e59d38704b5681c35a/pydantic_core-2.46.5-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:850a08d167dde16db8702c274f320c7be9d7da6f6dff2b58b18f9e815bd94f5b", size = 2064073, upload-time = "2026-08-28T09:57:45.613Z" },
+    { url = "https://files.pythonhosted.org/packages/5c/fa/605e2b127ee30dbf4b1da9da4843587cf2b2d16486c241cc7a5be2d2c1bd/pydantic_core-2.46.5-cp310-cp310-manylinux_2_31_riscv64.whl", hash = "sha256:c3471e5c4a949c26ec00a77f01df59096aa9495877de76fd60a980f8ee6be461", size = 2093102, upload-time = "2026-08-28T09:57:46.953Z" },
+    { url = "https://files.pythonhosted.org/packages/4a/f7/1ab28093c09032ddce7c92c7a55d503b6ecd70f42c32492946c1cb5477b1/pydantic_core-2.46.5-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:3a3e26b6a8274211bddee2d0e4d0d42778f17a34510f49d2ec44b58abfc41736", size = 2133452, upload-time = "2026-08-28T09:57:48.362Z" },
+    { url = "https://files.pythonhosted.org/packages/30/c8/47c79b756f12f85e8b0fbdb2b495f6b6eb32e6c98a4beae7a570a0b7c63c/pydantic_core-2.46.5-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:fc5d783bd4a2387e97b8a2d5ec781cfb92b3d893bf82370548e99db5915935d3", size = 2146477, upload-time = "2026-08-28T09:57:49.74Z" },
+    { url = "https://files.pythonhosted.org/packages/13/5c/79fc00cb8f651d6061991de8d7cedf1c78c73cbd4862c42ef418f03b8bfa/pydantic_core-2.46.5-cp310-cp310-musllinux_1_1_armv7l.whl", hash = "sha256:356c8368cbc321050b169595683a2e1d63413b1e0e2868b330af9fc14c616d3f", size = 2300832, upload-time = "2026-08-28T09:57:51.639Z" },
+    { url = "https://files.pythonhosted.org/packages/b4/72/dd1a29853cf6d22a1ebd9e3baf0239cbc57d2d16caff36a89e38eb9b1db3/pydantic_core-2.46.5-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:eb7d8d0e5886a89a55d2eef490e272fa965a9d57c6b29a5b5088a7997ec2cad1", size = 2320505, upload-time = "2026-08-28T09:57:53.236Z" },
+    { url = "https://files.pythonhosted.org/packages/ec/d1/ba4a8e06a9ddad0b4caf69cfaeecc0fbfcec20473bd808f5127fd16491c4/pydantic_core-2.46.5-cp310-cp310-win32.whl", hash = "sha256:4d44cf99ddebf875f9b68cc267aa684c99b7b44fe63ee1cac4ec163807290069", size = 1956853, upload-time = "2026-08-28T09:57:54.592Z" },
+    { url = "https://files.pythonhosted.org/packages/f2/94/205ed9d7ddaf44acd489889708ea124a3f41bdb42c141c8684d528ad0e7a/pydantic_core-2.46.5-cp310-cp310-win_amd64.whl", hash = "sha256:1e5aad1220a1192c42341c8fd4a8686657e73ab2a920c970bdc4de334fe3193d", size = 2042551, upload-time = "2026-08-28T09:57:56.017Z" },
+    { url = "https://files.pythonhosted.org/packages/a2/b6/81d2d19ea0be2c03664381b59f65fa72fc7969decedae00bc2c4ad835708/pydantic_core-2.46.5-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:a1dee1b804ff4d11c663636cf15d2ea47e9f79cd56c033fb1cbf08924842a48f", size = 2074737, upload-time = "2026-08-28T09:57:57.711Z" },
+    { url = "https://files.pythonhosted.org/packages/0c/18/b70da8300e292df4099684ea11b1958043580d2f50d2dc8bf7e542bdd84a/pydantic_core-2.46.5-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:d625a186a65201c23a9e3b8ed9c47e90a026e03256608cc91851c6709096844f", size = 1921751, upload-time = "2026-08-28T09:57:59.265Z" },
+    { url = "https://files.pythonhosted.org/packages/e7/1a/0d590341b6ffa4b4aca83508e6b8db4761aaeacfc15a25ca3815876d4797/pydantic_core-2.46.5-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4f8507560a9284e1370bb048ed4282012fbef4e8d109875b95e884d228552061", size = 1948231, upload-time = "2026-08-28T09:58:00.678Z" },
+    { url = "https://files.pythonhosted.org/packages/7d/1d/02eb35761c51f2f7b1b042d6ab4cda6600f0c8c88a2243b3f734376201e5/pydantic_core-2.46.5-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:5f93c5fe914d75fbec9a49209b00da5f08e9e467d69da2b1510c81940cfd10be", size = 2020708, upload-time = "2026-08-28T09:58:02.267Z" },
+    { url = "https://files.pythonhosted.org/packages/4a/ea/f86073830e35d508cc8ddf9c3d9e6e6840fcb88d34bf726b0b4710186f27/pydantic_core-2.46.5-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:aca6c767f552b21b10f774aeac128e828eafb796adfa1b666a18bf6321453c3a", size = 2194914, upload-time = "2026-08-28T09:58:03.934Z" },
+    { url = "https://files.pythonhosted.org/packages/bb/d7/fc36240d7791ce90939e51608568c33bfdae26202016f9770c229a487d86/pydantic_core-2.46.5-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:701b2e04b560eeb4bddf7a25ab8ca476176e34fdbd9a0e18196f0d12d4685f0b", size = 2235622, upload-time = "2026-08-28T09:58:05.516Z" },
+    { url = "https://files.pythonhosted.org/packages/cf/bc/3fa2d76b83162820a17da7f645b28d1cba99fc8e1e5fc6517067ec450fa1/pydantic_core-2.46.5-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:49776eab08766a08dfff7012f8b422dcd7e25e43b316eedf0477c24fcfa84b7c", size = 2062091, upload-time = "2026-08-28T09:58:07.135Z" },
+    { url = "https://files.pythonhosted.org/packages/ab/9a/095d557bb492c90cd8a70a6dd048bf793d433d03d86c81c11e912e4cd049/pydantic_core-2.46.5-cp311-cp311-manylinux_2_31_riscv64.whl", hash = "sha256:a2468d93d181667a7abd66e1b64bb9f76f361b0fef8faddf687456453576f5ee", size = 2089904, upload-time = "2026-08-28T09:58:08.814Z" },
+    { url = "https://files.pythonhosted.org/packages/24/98/7b76b1ad10a19a617a52aaa1d80e159115af939b095e86f8e756fd52e0df/pydantic_core-2.46.5-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:53feb344243bb9510a9dec7bf3cf1b64d88a98af5dc7872a5160465f8b198c8e", size = 2132244, upload-time = "2026-08-28T09:58:10.435Z" },
+    { url = "https://files.pythonhosted.org/packages/20/32/7d6ca365fadba186a0c8f85de1a701663bce81efd309d9479be58687622f/pydantic_core-2.46.5-cp311-cp311-musllinux_1_1_aarch64.whl", hash = "sha256:cd5214352ae68f3b5e9af7768bdc5253695ee069675db3480518420b3be881f2", size = 2143901, upload-time = "2026-08-28T09:58:12.033Z" },
+    { url = "https://files.pythonhosted.org/packages/f8/09/eb9a6aa57f22fd1541a9c0aa2a1f3aeef3ec65347d33e10a6da2f43e0ee9/pydantic_core-2.46.5-cp311-cp311-musllinux_1_1_armv7l.whl", hash = "sha256:9432f3598db432cb51c5b37fdbf29a60fcccc79e30d37a05022776a6bc4ab689", size = 2299425, upload-time = "2026-08-28T09:58:13.614Z" },
+    { url = "https://files.pythonhosted.org/packages/8a/f9/548a5bb9d4ba8cd26e26daf48052236f6b38bb61e7b7241fbc3c995719eb/pydantic_core-2.46.5-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:8feeac04b5794e513e710af2f9c87d49f31a6dc47967bb264a1fed61a8989bec", size = 2318566, upload-time = "2026-08-28T09:58:15.199Z" },
+    { url = "https://files.pythonhosted.org/packages/4a/20/06454d18834c02c406c9133f1a3b485305fd9ee984f9636c2f730bef6a9d/pydantic_core-2.46.5-cp311-cp311-win32.whl", hash = "sha256:892a881d5f68c2b9ea304b7a6c2c60d9343df578a311b0f86b94bc8f1ffe8129", size = 1954258, upload-time = "2026-08-28T09:58:16.813Z" },
+    { url = "https://files.pythonhosted.org/packages/9e/c2/718b9deb4b72453b5d8c7447a3b14cb77bef36917ef5f514e0948a4096a0/pydantic_core-2.46.5-cp311-cp311-win_amd64.whl", hash = "sha256:40375c2d05acec10323e45dfe2077ac44bc74659008614af5069034e2cfc781c", size = 2041030, upload-time = "2026-08-28T09:58:18.288Z" },
+    { url = "https://files.pythonhosted.org/packages/67/ea/c1d1a5b72d6e1ff7f377a4d9199f6591f095beb5b409a8a5d89f7238d939/pydantic_core-2.46.5-cp311-cp311-win_arm64.whl", hash = "sha256:28a6a556cd3b6066bea827857f9d9cce027c96f776e512f544a581f9e42161f8", size = 2009234, upload-time = "2026-08-28T09:58:19.929Z" },
+    { url = "https://files.pythonhosted.org/packages/82/3f/76358795aa7a8c6d4f36e2cb828ad1c90ee118e1393a9281664f5aade9d4/pydantic_core-2.46.5-cp312-cp312-macosx_10_12_x86_64.whl", hash = "sha256:b9fe6fb92520e3fd61f2e49000b6911b188824f089b75973ea06d6267f0b476d", size = 2076516, upload-time = "2026-08-28T09:58:21.576Z" },
+    { url = "https://files.pythonhosted.org/packages/db/50/26b091836076ce4cb2fac264186936acc069e0595772cfd02a563bc4761a/pydantic_core-2.46.5-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:a39ac25a9a2fa4072efdb429833c4a4c8009a51ff9eea3eeae131713cd27991e", size = 1922874, upload-time = "2026-08-28T09:58:23.766Z" },
+    { url = "https://files.pythonhosted.org/packages/09/f0/2a8ce3849e299d44e2d2c196b6082643a3235565a735cb51db7a6261f614/pydantic_core-2.46.5-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:4fdc8b93a41521988916eeaa271173fcca7fa0803d62f87675aac8dcec1c8e29", size = 1951772, upload-time = "2026-08-28T09:58:25.435Z" },
+    { url = "https://files.pythonhosted.org/packages/87/46/ac0dc8bdd9e6048183a14eb127764e7ad9240021c17513074a4711b0e31e/pydantic_core-2.46.5-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:b98134087d9de723658d17a42c7d0da8d6e2ef08015dee7dc93889047315f5e4", size = 2031832, upload-time = "2026-08-28T09:58:27.102Z" },
+    { url = "https://files.pythonhosted.org/packages/c4/c2/339de5bef7be36301a2231eaa52e62163742c2281f11b5f4892bc79785cd/pydantic_core-2.46.5-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:e652ab17569c94bff5475520f907b7148b8c24036a8ebbe5cf7cf7493d28579a", size = 2208645, upload-time = "2026-08-28T09:58:28.948Z" },
+    { url = "https://files.pythonhosted.org/packages/7b/a0/9ff22b797724262da14427abaed4dd1d864a139693fc5e7809114376a716/pydantic_core-2.46.5-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:d925f3d9afd05a8c0fb3a1031463a8d59ebe5e2afad297e29c78be19e13b4e62", size = 2265935, upload-time = "2026-08-28T09:58:30.625Z" },
+    { url = "https://files.pythonhosted.org/packages/c0/a4/eb9409ec0736e50aa70a412f16c204ed149516846912f7e6724d4c73ee53/pydantic_core-2.46.5-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0fc5be0abd4a407e200d844b404e33639a554e7bd0d448e7b9ae181be4789ac2", size = 2066284, upload-time = "2026-08-28T09:58:32.289Z" },
+    { url = "https://files.pythonhosted.org/packages/c0/02/7f6156ffc926857f1c37c07d9a388682865a81830ab6a1b637082c25e399/pydantic_core-2.46.5-cp312-cp312-manylinux_2_31_riscv64.whl", hash = "sha256:816ff0a6550ffc06c098ccd2e0698600f9aa7da192a79eaa6f9af504a35db869", size = 2105889, upload-time = "2026-08-28T09:58:33.986Z" },
+    { url = "https://files.pythonhosted.org/packages/92/b1/e781d357ebe09fc929f995700f1b3503e8897f1cece183ecb1300d4d67e9/pydantic_core-2.46.5-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:c7ea57fc63aa7da93a1bd2d644e6577befae10c52c4e36377635eea1056a74f5", size = 2158006, upload-time = "2026-08-28T09:58:35.647Z" },
+    { url = "https://files.pythonhosted.org/packages/70/0a/644597d84ab400e50609c192120b85c9681c22d3a20461b9060a79be0a7a/pydantic_core-2.46.5-cp312-cp312-musllinux_1_1_aarch64.whl", hash = "sha256:efd62a42486f1bda5d24cb4f63d15a3c7768375fe83d36f9417b4ad7a2fb20b3", size = 2158408, upload-time = "2026-08-28T09:58:37.38Z" },
+    { url = "https://files.pythonhosted.org/packages/1e/ee/ca3b7b3a4b3769ffe9ce9432a7c9be755de9593a46d3b0d54d0409323e44/pydantic_core-2.46.5-cp312-cp312-musllinux_1_1_armv7l.whl", hash = "sha256:2bc9419666990c06d7397831f2126a1ecc3594aaa3ff7de5bf2d066802f4e07b", size = 2309609, upload-time = "2026-08-28T09:58:39.22Z" },
+    { url = "https://files.pythonhosted.org/packages/ce/52/39fa1f451486019524ca685020390e7ca351832fd874530ba30c8628e6dc/pydantic_core-2.46.5-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:18a09e1e1011b462f2e32774f25859ef1223d5c2b0546a633cf56654710721e0", size = 2342618, upload-time = "2026-08-28T09:58:40.89Z" },
+    { url = "https://files.pythonhosted.org/packages/81/5e/468fc630568c61dcef3cd47ad32ffbeed9af643f49208d1ea86ab4f890c4/pydantic_core-2.46.5-cp312-cp312-win32.whl", hash = "sha256:5cb482e9e84c851f4e623fe4acc1ced89168cf1fe18f7089db4548c8f5bbb65b", size = 1939475, upload-time = "2026-08-28T09:58:42.591Z" },
+    { url = "https://files.pythonhosted.org/packages/cf/c9/4c19f41b84cf6b622a72fbeed7665b25d47a187d68d47d0d430c07f23268/pydantic_core-2.46.5-cp312-cp312-win_amd64.whl", hash = "sha256:5e81740c09e310f5aa5cbd3e434a01c154d4bef93241c7877b39f211d2b78ba8", size = 2043140, upload-time = "2026-08-28T09:58:44.272Z" },
+    { url = "https://files.pythonhosted.org/packages/af/dd/0c1a050299147c746e5256db16d645ab5efd4f78c59937d581a0524e74a2/pydantic_core-2.46.5-cp312-cp312-win_arm64.whl", hash = "sha256:f7b0ec93a2893de856652154d73b7ba622f26fa97726487dcac373de5f4c6084", size = 1997729, upload-time = "2026-08-28T09:58:46.13Z" },
+    { url = "https://files.pythonhosted.org/packages/f5/37/5abe39a8372a61d3dc3c1338fc504281c01b32fdb3169cd7187153b56d3e/pydantic_core-2.46.5-cp313-cp313-macosx_10_12_x86_64.whl", hash = "sha256:b7ca9034437b6022f941f4857459562ee00a560b97e7cce8a0ec5a74fc6766e0", size = 2075885, upload-time = "2026-08-28T09:58:47.856Z" },
+    { url = "https://files.pythonhosted.org/packages/21/43/6323b1f8b217780454c61304bcd2b38ae4762f50754414124603ccc90bb2/pydantic_core-2.46.5-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:f332f0e72a5a0400141f830744e141bf9f97917878dbe968669e8a7fefea78ff", size = 1922768, upload-time = "2026-08-28T09:58:49.58Z" },
+    { url = "https://files.pythonhosted.org/packages/0f/a3/c05ca796e1197618a774b01e596aeedfefc2f7d8c01ae3054e910b120e8a/pydantic_core-2.46.5-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:193375f3548919d3f0b60936ca113ada3e38f264f91b9b8e0508efaad57be931", size = 1951241, upload-time = "2026-08-28T09:58:51.511Z" },
+    { url = "https://files.pythonhosted.org/packages/68/32/33bc39ac705c52cffc908e8389f9754fdb208aea5c69cceddf4eb3ce99af/pydantic_core-2.46.5-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:79bdfa52f843137045b2d081cc05c120ba6665d29b7559c2c47690906f39279f", size = 2031975, upload-time = "2026-08-28T09:58:53.166Z" },
+    { url = "https://files.pythonhosted.org/packages/b0/70/2333e885c0f6a67bc105c5916965dac9b57f2718ee20d81d1a06a4ebdc13/pydantic_core-2.46.5-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:24922243639cbdac66c75fcb6fd6495a9cb52b213d62f9a0d16f0310b1ff8038", size = 2208542, upload-time = "2026-08-28T09:58:55.017Z" },
+    { url = "https://files.pythonhosted.org/packages/f7/ea/296debfb4264207bbda5936133892e027c0a58875ad53ebd512fba8ec3a2/pydantic_core-2.46.5-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:c76fe65e607be28c7fd4d56fc3c42b1583aa058ce3408b7ad0fd540171d31f9f", size = 2264692, upload-time = "2026-08-28T09:58:56.767Z" },
+    { url = "https://files.pythonhosted.org/packages/d3/f2/9e4de77a6271e07a76d2d58b11c091a979c191ed2939bf80067568b369d2/pydantic_core-2.46.5-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6f7b393a8b3da82f5c1fc0751e6d01ac6c55b93c18226a60bdfba4a724efafd1", size = 2066633, upload-time = "2026-08-28T09:58:58.531Z" },
+    { url = "https://files.pythonhosted.org/packages/8d/db/f9e9d0c97445987b2084823d5c240de88087338f04fc2cfaa2df186b8049/pydantic_core-2.46.5-cp313-cp313-manylinux_2_31_riscv64.whl", hash = "sha256:7ac031912d54f3d83ef3b3eb98dfabc1608802e2202263d25957eeed40b94761", size = 2105235, upload-time = "2026-08-28T09:59:00.421Z" },
+    { url = "https://files.pythonhosted.org/packages/07/c5/79169b047b3b2c3e99e04bc76372af9637e0bf6db638274fa927df96369e/pydantic_core-2.46.5-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:837b396ca3d7b74091ca623f6cbd8351bd42d670a79c2683e79fb089f06a2de5", size = 2157367, upload-time = "2026-08-28T09:59:02.442Z" },
+    { url = "https://files.pythonhosted.org/packages/26/b5/ba6057afb7c291bd449f51b867f95aef2072941c4ce4e5c31d6ffd132d3b/pydantic_core-2.46.5-cp313-cp313-musllinux_1_1_aarch64.whl", hash = "sha256:5ee239d575f80b08eca11f6e20f90c4c695de7825c67eefe6091fbf20dda648e", size = 2158420, upload-time = "2026-08-28T09:59:04.2Z" },
+    { url = "https://files.pythonhosted.org/packages/6e/28/2057abecaafdc22912afa819603a51f0a62d40643b7c4871c51721fea9be/pydantic_core-2.46.5-cp313-cp313-musllinux_1_1_armv7l.whl", hash = "sha256:e80675d75ae2cd14372cb65cad5400d9347a3d3f6c13000183f22dfd027283ed", size = 2309588, upload-time = "2026-08-28T09:59:06.048Z" },
+    { url = "https://files.pythonhosted.org/packages/71/9d/881156dc404e27479c4246128d73538464cab4a239bec61995e227644c30/pydantic_core-2.46.5-cp313-cp313-musllinux_1_1_x86_64.whl", hash = "sha256:9c4b71f10dd532fb7a5cbc8f58707779e64f03a258c2bf8bfbaecfcd9970b519", size = 2341866, upload-time = "2026-08-28T09:59:08.539Z" },
+    { url = "https://files.pythonhosted.org/packages/5a/38/d66f443a259f84d13babdceae568e572b0ed26da17ca5d0a649ebb110a67/pydantic_core-2.46.5-cp313-cp313-win32.whl", hash = "sha256:97bf8de4d541598c94a59344eeb988a94c08ff76b5723c41f6567ec18c7892ea", size = 1938580, upload-time = "2026-08-28T09:59:10.402Z" },
+    { url = "https://files.pythonhosted.org/packages/2c/1e/1d5371213f4cc9a7ed70c0bfcc7911de22311ee99a662a56077d7292d2ac/pydantic_core-2.46.5-cp313-cp313-win_amd64.whl", hash = "sha256:15f4a94963c95accac15b7b657bb177d3ad82bb90b0d0526d9a9b85079925db5", size = 2041980, upload-time = "2026-08-28T09:59:12.396Z" },
+    { url = "https://files.pythonhosted.org/packages/5a/48/4222d90b1c67568bace4dec6dca6271449c66de3595d72b6d098f5fde597/pydantic_core-2.46.5-cp313-cp313-win_arm64.whl", hash = "sha256:d22a945598fb91236b4dd793a6e42e4f3dd7740bb5aace5ebd7d4c08d13bb575", size = 1997213, upload-time = "2026-08-28T09:59:14.245Z" },
+    { url = "https://files.pythonhosted.org/packages/8e/8a/14596f2a8367da50cf7cbac48169ee5d9c8e11d486a3b527082384630c72/pydantic_core-2.46.5-cp314-cp314-macosx_10_12_x86_64.whl", hash = "sha256:c1c43ad4339643d70ebb8124e1305a7dab423001eff58bb41a0f731adbc98355", size = 2074081, upload-time = "2026-08-28T09:59:16.141Z" },
+    { url = "https://files.pythonhosted.org/packages/ae/d5/d8a4eb6d6c7f66b91dd37c576d76e9e60fba900caf5372c17bcf949febc2/pydantic_core-2.46.5-cp314-cp314-macosx_11_0_arm64.whl", hash = "sha256:1a353f84de772f423b5ffb11d7ae352fbbef0f446f3c0b0af0f8236d7233606e", size = 1920497, upload-time = "2026-08-28T09:59:18.065Z" },
+    { url = "https://files.pythonhosted.org/packages/8e/26/092079428f86e927e030b2c0ced87df69dbb1c875cdeaa67bf42ea2be746/pydantic_core-2.46.5-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5086029a57366b8cf81b130a43908738095c270c21a8d7f0e8bdfdb89718e2f3", size = 1952130, upload-time = "2026-08-28T09:59:20.476Z" },
+    { url = "https://files.pythonhosted.org/packages/08/c3/8ec0e290a9ebaebd64047bf5fda94be835c6b1551b02437e4b76778fbcd7/pydantic_core-2.46.5-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:46c25dda9d092a06c08db76ffe0a197107904d0dfac653f7d5306bbcd6d6119c", size = 2026371, upload-time = "2026-08-28T09:59:22.227Z" },
+    { url = "https://files.pythonhosted.org/packages/01/72/4fd20ad520fb8da0157f95b27a7eb05a72790ef08138e7701ac972c342ea/pydantic_core-2.46.5-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:37ea7b83c935e5b0d68c9449b82651accf78a10828b2c02b2f2d9e9496446c21", size = 2202822, upload-time = "2026-08-28T09:59:24.277Z" },
+    { url = "https://files.pythonhosted.org/packages/31/b0/d16e0771206b29314f0d52198b720be21e8a99ab2bf11e3bc0d7c9cebdff/pydantic_core-2.46.5-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:e64e88d5585bea9ce95861079de72006c7fa6d3df4e3a3b65ba31eb979c15c9f", size = 2262756, upload-time = "2026-08-28T09:59:26.608Z" },
+    { url = "https://files.pythonhosted.org/packages/2c/9b/59634b7ac631c63b2a37760eb6943af3e29573d6b59a4abc5e7f019d4cee/pydantic_core-2.46.5-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:54d510bac3ee52247af28ed4bb18a1e799f040ac60fd2bf5ccd4c92f1fbe786f", size = 2068352, upload-time = "2026-08-28T09:59:29.044Z" },
+    { url = "https://files.pythonhosted.org/packages/08/7c/570abb1ad2155348dc754ea91be22e5aaa18eb6d69a6068f7c6f2679a6ed/pydantic_core-2.46.5-cp314-cp314-manylinux_2_31_riscv64.whl", hash = "sha256:a2a5e1d0ff29adddc9f6d6821a66302e4493f8ca898b715b6b1182c2c201ea0a", size = 2104777, upload-time = "2026-08-28T09:59:30.95Z" },
+    { url = "https://files.pythonhosted.org/packages/8e/25/5bf74adc65a1ac5b7be3f6cb0bcb5433615c1598a801c19d830d84c98ded/pydantic_core-2.46.5-cp314-cp314-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:03b9666e41e35d8909852ba191a0607520f81b74eaf12ccf8737005dbb313821", size = 2156312, upload-time = "2026-08-28T09:59:32.604Z" },
+    { url = "https://files.pythonhosted.org/packages/90/6a/2ef38830675e050121040618135564ed56b860b45433b02d9b4ebece46f3/pydantic_core-2.46.5-cp314-cp314-musllinux_1_1_aarch64.whl", hash = "sha256:a91c17edf6eea2402cb5457b4c89e99bc5ed1004aa34c4adf1d4258c1a5c22c2", size = 2150067, upload-time = "2026-08-28T09:59:34.453Z" },
+    { url = "https://files.pythonhosted.org/packages/90/ef/a7dbb03a14a64c2a4621f989c615ed9a892535a6cad938fc27079f919d80/pydantic_core-2.46.5-cp314-cp314-musllinux_1_1_armv7l.whl", hash = "sha256:b49924c73a235e969511bf2aabdff3beebf9820931f646c80274d5d780010c47", size = 2304516, upload-time = "2026-08-28T09:59:36.194Z" },
+    { url = "https://files.pythonhosted.org/packages/68/f8/6bb4c4b80e8a6fde1904c64a51c62a1d04fcdfa3ea521a66b2ddefa1d885/pydantic_core-2.46.5-cp314-cp314-musllinux_1_1_x86_64.whl", hash = "sha256:2cbd9a5eff05e51c447c34dfa4632145b26b09120cf04bd0c871e44c1a5e1c9a", size = 2335223, upload-time = "2026-08-28T09:59:37.931Z" },
+    { url = "https://files.pythonhosted.org/packages/2a/80/f46b8c681195190b2c1f1c7c0a81abce60663e987613e09ef64d433dd96b/pydantic_core-2.46.5-cp314-cp314-win32.whl", hash = "sha256:2d5d76654becf5efd62c9e51c3756c67b49498b0c9a40884934c40807adbd074", size = 1934827, upload-time = "2026-08-28T09:59:39.836Z" },
+    { url = "https://files.pythonhosted.org/packages/f7/3c/60674207246bc0a4009d2391b7c7251c7159f279c8d2ab8aae8ef46f3dee/pydantic_core-2.46.5-cp314-cp314-win_amd64.whl", hash = "sha256:fa10ef4112775900e7a0661068635eb67b2ab824fbde764de6e0e21982a93db0", size = 2042648, upload-time = "2026-08-28T09:59:41.792Z" },
+    { url = "https://files.pythonhosted.org/packages/69/0c/117c562c7c1babdf44576b72a5e496906506c93690387ecfbca7c729ae2e/pydantic_core-2.46.5-cp314-cp314-win_arm64.whl", hash = "sha256:045ab3b6d308439e32b81cc173bba5b9018bc6ed896afd0c65b3b009b1699af5", size = 1989652, upload-time = "2026-08-28T09:59:43.702Z" },
+    { url = "https://files.pythonhosted.org/packages/e8/66/9336ae58f9eb68c41d121894e52c4c89eccb07eb8f602a04ee9c3f37736a/pydantic_core-2.46.5-cp314-cp314t-macosx_10_12_x86_64.whl", hash = "sha256:8816f3d218beb4b787de5c9759c259b8fa61f9dec42dc7811f320a33771778b7", size = 2065829, upload-time = "2026-08-28T09:59:45.364Z" },
+    { url = "https://files.pythonhosted.org/packages/c5/02/bc19b47a96c2d3109760711acf22369e56bd7e405ca52f7ade164d2ead57/pydantic_core-2.46.5-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:bce57638e08ac148e5778cce7feb968307a727d66f8e2274a543d0cf0c9ad6a3", size = 1905716, upload-time = "2026-08-28T09:59:47.18Z" },
+    { url = "https://files.pythonhosted.org/packages/52/a4/70b47c0509923dd98ccfed04fb3e32ea3849c82a0ff2205bb41009b43c00/pydantic_core-2.46.5-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:976e1128455aa595ea04c79ccfedff1aaeab96ee013fcc916bed120c4f0ad94f", size = 1934216, upload-time = "2026-08-28T09:59:49.241Z" },
+    { url = "https://files.pythonhosted.org/packages/52/ab/aa03b65f7bb198585edf806b906c3223ecf1795543e39e23aec4cce27ad2/pydantic_core-2.46.5-cp314-cp314t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:e7b891faeedeafba41b2983e5001a81b6a915b69544c7e7570d1989ce1c36ac7", size = 2010635, upload-time = "2026-08-28T09:59:51.692Z" },
+    { url = "https://files.pythonhosted.org/packages/3c/8b/0da06343f30b84ec549aafd309c6456223d5dc8bd36af504c573faad561d/pydantic_core-2.46.5-cp314-cp314t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:5f194189415698233dd1114a093a9b56e61e2c57e11b469be3b0506f46f0771c", size = 2209369, upload-time = "2026-08-28T09:59:53.582Z" },
+    { url = "https://files.pythonhosted.org/packages/d6/5b/844c4defaa34a3df66eb9257087d121d70c201298b96abdf9f492fc2f1bf/pydantic_core-2.46.5-cp314-cp314t-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:82a36973cf8a2ef5406f4fe2edbf8ed0c99629535d959e0b100c76a32535a111", size = 2253238, upload-time = "2026-08-28T09:59:55.484Z" },
+    { url = "https://files.pythonhosted.org/packages/f4/64/a4e536cb16d7f61a7fd3120b46c577fc7fa7325992f69c4f52bc786d77d8/pydantic_core-2.46.5-cp314-cp314t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:cdbb78909f52b981d3b2d56b97328d71eb0b974c36bd77c920123a7ebb192829", size = 2065740, upload-time = "2026-08-28T09:59:58.038Z" },
+    { url = "https://files.pythonhosted.org/packages/5f/75/aaa38c6bc2d085f6605b34eabdc6a8a4e0b2e61fc9c8e6e52b28e97b3125/pydantic_core-2.46.5-cp314-cp314t-manylinux_2_31_riscv64.whl", hash = "sha256:52e24eacdb536cade636aa90fb851835222becff8484b7001fdc78cb0290f2aa", size = 2087425, upload-time = "2026-08-28T09:59:59.898Z" },
+    { url = "https://files.pythonhosted.org/packages/55/ae/fcab4cfc39aba3689e1d20c8b5250ad280957022c09af2ed9cd585602a5e/pydantic_core-2.46.5-cp314-cp314t-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:37ae34309d7bd8c0d61ab839668058f2a7962ea1fc51d105d2db228fe0618034", size = 2139306, upload-time = "2026-08-28T10:00:03.057Z" },
+    { url = "https://files.pythonhosted.org/packages/2d/f4/f1d03a4bc9d9acbc62f4d742b8a319af52f71885079868b2ff8e48a651ee/pydantic_core-2.46.5-cp314-cp314t-musllinux_1_1_aarch64.whl", hash = "sha256:0cdbada856a1c69a7624a64d3d9aefe79300bd6ef827b43a4f265010b9b55184", size = 2144589, upload-time = "2026-08-28T10:00:05.645Z" },
+    { url = "https://files.pythonhosted.org/packages/83/f3/7a53bb1356de514a4cd295f25b6ac39237895620c0462d2592b76c16e114/pydantic_core-2.46.5-cp314-cp314t-musllinux_1_1_armv7l.whl", hash = "sha256:545f26c504b27c3758439a5e6d9349931f0a04f855668d5fe323c89e82300a38", size = 2288882, upload-time = "2026-08-28T10:00:07.931Z" },
+    { url = "https://files.pythonhosted.org/packages/cd/94/5a81583660c175c59d49ffb09f4b3a44debeaf86a19fca664ae1cdd9ee32/pydantic_core-2.46.5-cp314-cp314t-musllinux_1_1_x86_64.whl", hash = "sha256:ff218293c9c806138dca139765e3b067621be52bcd93cdc14c7711be7ddc90a9", size = 2335210, upload-time = "2026-08-28T10:00:10.177Z" },
+    { url = "https://files.pythonhosted.org/packages/5a/9f/5d685c2693b972d1a59c998586e8823712b66603aeff47ee60a4bdaafd37/pydantic_core-2.46.5-cp314-cp314t-win32.whl", hash = "sha256:97cf3eb53a8cccacf9d46686a0926186c9bfb5574f2ed66d3639d5fe117cd3a9", size = 1921180, upload-time = "2026-08-28T10:00:12.35Z" },
+    { url = "https://files.pythonhosted.org/packages/70/12/5c94ee16d65a37a15f9e869f5e6256df111154491173801a4c5e800ab548/pydantic_core-2.46.5-cp314-cp314t-win_amd64.whl", hash = "sha256:d2f9fc07a8042a8f95925b35c4f04f469707c981fc33245b6ca187cf5d2dd290", size = 2020515, upload-time = "2026-08-28T10:00:14.774Z" },
+    { url = "https://files.pythonhosted.org/packages/63/19/67830dda664e6bdf9285ee2e40f355d0d7d6b92aa0c42e8d217bb8d33d36/pydantic_core-2.46.5-cp314-cp314t-win_arm64.whl", hash = "sha256:acf8a67ba51f4ca9ddbd0e6b3000a65ac51ab734661778b3e7ba64d99a710f2f", size = 1989276, upload-time = "2026-08-28T10:00:16.984Z" },
+    { url = "https://files.pythonhosted.org/packages/af/1e/ecca01fce348f7e8afa9572441ff6f7d1cc70d21e4859f33944d10877e1e/pydantic_core-2.46.5-graalpy311-graalpy242_311_native-macosx_10_12_x86_64.whl", hash = "sha256:c14ad3bdc85ee7f318742c457ca3968a92126d144b15721c759033bfb06296c2", size = 2075342, upload-time = "2026-08-28T10:00:51.353Z" },
+    { url = "https://files.pythonhosted.org/packages/1f/4c/af80c7a8032dfc897040ad5cb772bebde529a381186499e6e29987f23f8c/pydantic_core-2.46.5-graalpy311-graalpy242_311_native-macosx_11_0_arm64.whl", hash = "sha256:0bddb4020d8f04175865ccd17eff3040874fc11fb593f424edb452653b4b947c", size = 1907219, upload-time = "2026-08-28T10:00:53.438Z" },
+    { url = "https://files.pythonhosted.org/packages/be/3e/54d89e2b092e778716bf6153634ef479e955f48c261090be23aa1e0fb0b5/pydantic_core-2.46.5-graalpy311-graalpy242_311_native-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2471fd51c61c610e1dcf7de44d7299283661654d11264ab4802b303368d69c47", size = 1953393, upload-time = "2026-08-28T10:00:55.58Z" },
+    { url = "https://files.pythonhosted.org/packages/ea/89/828ee90cda28ce17bdefaa3a6eaf74fe430e113295a10e6126beca559d6c/pydantic_core-2.46.5-graalpy311-graalpy242_311_native-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b10ec717381bdbfafef34607824db4c91de69ff085e4fca3b2af91b4fa17e68a", size = 2099024, upload-time = "2026-08-28T10:00:57.794Z" },
+    { url = "https://files.pythonhosted.org/packages/df/dd/053c2e4303f791f3b8f8a14ab0b22008e8eb21d868c0c90b4f9be705b76a/pydantic_core-2.46.5-graalpy312-graalpy250_312_native-macosx_10_12_x86_64.whl", hash = "sha256:013d6f3483d81e02e7c328831808f336c8596ee33b4bd4026b9ffb1e960b8942", size = 2062540, upload-time = "2026-08-28T10:01:00.318Z" },
+    { url = "https://files.pythonhosted.org/packages/d7/dd/a18df751a5e37dd51bfad7f68e766999125bebe68c9e1d10a493ad01bd63/pydantic_core-2.46.5-graalpy312-graalpy250_312_native-macosx_11_0_arm64.whl", hash = "sha256:e9c134bb666dd54b778b9fc0d2b50cbb7f979b9e3716f26a88c9ab3b6fc1dd0f", size = 1902040, upload-time = "2026-08-28T10:01:02.529Z" },
+    { url = "https://files.pythonhosted.org/packages/b7/13/01d40f9d07ce8a779fd6e0bd8ad4fba91309500dd67b869e2e219d261a6d/pydantic_core-2.46.5-graalpy312-graalpy250_312_native-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:347ec774390c87326a2e4929d58d3f7e8763a104d5d35f4cd595a4c952366433", size = 1967479, upload-time = "2026-08-28T10:01:05.004Z" },
+    { url = "https://files.pythonhosted.org/packages/fa/04/c81d4841331c2178b6fb09ae225425e110ed72d990c9fe556c4ec03d1013/pydantic_core-2.46.5-graalpy312-graalpy250_312_native-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:8e24d8f05fa2d28513d94e877e9c75ad66175376209b3977f916e240e623193c", size = 2111034, upload-time = "2026-08-28T10:01:07.345Z" },
+    { url = "https://files.pythonhosted.org/packages/20/21/22102e9950b3049526d20e811b95396508377d87651edd2b80d2b3d28659/pydantic_core-2.46.5-pp311-pypy311_pp73-macosx_10_12_x86_64.whl", hash = "sha256:ab4b66edffb32d9e951efb3814bd104b8367a7501b81b955cacb5726d897389f", size = 2071333, upload-time = "2026-08-28T10:01:09.636Z" },
+    { url = "https://files.pythonhosted.org/packages/d8/18/87aefa427d191e6d3ab1447f1efc1cdcac86af1069239b133e8a0fd7f7c9/pydantic_core-2.46.5-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:337639ba62a11acde6ef3aeb08c8ea755f8ef1fe5e513356c0f36a2b0d7568b0", size = 1912713, upload-time = "2026-08-28T10:01:12.285Z" },
+    { url = "https://files.pythonhosted.org/packages/1f/93/fd89e9ad49b1805ca94d24ce1088b7d305f05c35ffafcedb9819d03588a0/pydantic_core-2.46.5-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:413a717a410d0c817ef5b786a059415550b3794e1d0c2abffd9efb93a3d9f7b4", size = 2090926, upload-time = "2026-08-28T10:01:15.19Z" },
+    { url = "https://files.pythonhosted.org/packages/6f/45/8e59dab6acf8d35f02f0a958980074f31038968bdb2c983fcae9d1efee03/pydantic_core-2.46.5-pp311-pypy311_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:1e449def1945a462c464331254e5a44fca7c3b4f9aedf59ec2f50f8066dd8e25", size = 2131303, upload-time = "2026-08-28T10:01:17.937Z" },
+    { url = "https://files.pythonhosted.org/packages/d5/a5/e1d4dc5180dd887a9522efc1f8716b8692b7606b1d3273d7862eaf66be44/pydantic_core-2.46.5-pp311-pypy311_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:a445486499897b88a7d6c310c88ed64dd37b1b59bfd7ae9107490bbb362f47d6", size = 2145128, upload-time = "2026-08-28T10:01:20.694Z" },
+    { url = "https://files.pythonhosted.org/packages/c2/d7/ad493864a7fb21c0c4df98f965e2db430cb25a9d7369b5778d5016c09fd9/pydantic_core-2.46.5-pp311-pypy311_pp73-musllinux_1_1_armv7l.whl", hash = "sha256:2d330aaba8621b1edcec8ae2c4050f63b84ccf6d98723a8f212e9684713abf0e", size = 2294560, upload-time = "2026-08-28T10:01:23.495Z" },
+    { url = "https://files.pythonhosted.org/packages/02/8e/b41c84c913f29973a268e6c2b5bbf13c95adb9956c126d10da11ba3b2bef/pydantic_core-2.46.5-pp311-pypy311_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:b6acfb46a814762367fb7ba0828b0a17d441b92ce249a0e007474c9072662dda", size = 2317531, upload-time = "2026-08-28T10:01:26.334Z" },
+    { url = "https://files.pythonhosted.org/packages/db/1d/068464f23075f66a8f1b806935e9cd9363ee446636ea70d2c22ee8659dbf/pydantic_core-2.46.5-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:d0a24b40877af2de4950252be9d21eaf7fb07660f3c2cae1f56c6b599ada5266", size = 2140686, upload-time = "2026-08-28T10:01:28.947Z" },
+]
+
 [[package]]
 name = "pygments"
 version = "2.19.2"
@@ -484,6 +624,18 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/18/67/36e9267722cc04a6b9f15c7f3441c2363321a3ea07da7ae0c0707beb2a9c/typing_extensions-4.15.0-py3-none-any.whl", hash = "sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548", size = 44614, upload-time = "2025-08-25T13:49:24.86Z" },
 ]
 
+[[package]]
+name = "typing-inspection"
+version = "0.4.4"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "typing-extensions" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/a3/26/b09b8010994eccc3c09092e6b34058f36a460eea2d4c3e8b910c695975a0/typing_inspection-0.4.4.tar.gz", hash = "sha256:547274fa6b0a561ccf549cc9524b999a578e737d015d8709d021f9d0d13bea47", size = 76928, upload-time = "2026-08-12T12:37:25.997Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/67/81/4add07e5172b7ac40d8ed5ff580409a7801a4fe26d529bdd915401dabfbe/typing_inspection-0.4.4-py3-none-any.whl", hash = "sha256:65b8397ba37ccbce054456aaccddfc91e6e3083c92824df348d96ca832f3f147", size = 14750, upload-time = "2026-08-12T12:37:24.648Z" },
+]
+
 [[package]]
 name = "uc-micro-py"
 version = "2.0.0"
@@ -499,6 +651,7 @@ version = "0.2.0"
 source = { editable = "." }
 dependencies = [
     { name = "click" },
+    { name = "pydantic" },
     { name = "pyyaml" },
 ]
 
@@ -517,6 +670,7 @@ tui = [
 requires-dist = [
     { name = "click", specifier = ">=8.1.0" },
     { name = "hypothesis", marker = "extra == 'dev'", specifier = ">=6.82.0" },
+    { name = "pydantic", specifier = ">=2.0" },
     { name = "pytest", marker = "extra == 'dev'", specifier = ">=7.4.0" },
     { name = "pytest-cov", marker = "extra == 'dev'", specifier = ">=4.1.0" },
     { name = "pyyaml", specifier = ">=6.0" },