.gitignore

@@ -31,3 +31,17 @@ frontend/dist/
 data/
 local/
 logs/
+# Append to existing .gitignore
+
+# uv
+uv.lock.bak
+
+# Local config (contains DB password)
+mama.toml
+
+# Alembic local state
+# (alembic/versions/ stays tracked)
+
+# Setup temporary files
+*.tar.gz
+*.old

.python-version

@@ -0,0 +1 @@
+3.13

alembic.ini

@@ -0,0 +1,149 @@
+# A generic, single database configuration.
+
+[alembic]
+# path to migration scripts.
+# this is typically a path given in POSIX (e.g. forward slashes)
+# format, relative to the token %(here)s which refers to the location of this
+# ini file
+script_location = %(here)s/alembic
+
+# template used to generate migration file names; The default value is %%(rev)s_%%(slug)s
+# Uncomment the line below if you want the files to be prepended with date and time
+# see https://alembic.sqlalchemy.org/en/latest/tutorial.html#editing-the-ini-file
+# for all available tokens
+# file_template = %%(year)d_%%(month).2d_%%(day).2d_%%(hour).2d%%(minute).2d-%%(rev)s_%%(slug)s
+# Or organize into date-based subdirectories (requires recursive_version_locations = true)
+# file_template = %%(year)d/%%(month).2d/%%(day).2d_%%(hour).2d%%(minute).2d_%%(second).2d_%%(rev)s_%%(slug)s
+
+# sys.path path, will be prepended to sys.path if present.
+# defaults to the current working directory.  for multiple paths, the path separator
+# is defined by "path_separator" below.
+prepend_sys_path = .
+
+# timezone to use when rendering the date within the migration file
+# as well as the filename.
+# If specified, requires the tzdata library which can be installed by adding
+# `alembic[tz]` to the pip requirements.
+# string value is passed to ZoneInfo()
+# leave blank for localtime
+# timezone =
+
+# max length of characters to apply to the "slug" field
+# truncate_slug_length = 40
+
+# set to 'true' to run the environment during
+# the 'revision' command, regardless of autogenerate
+# revision_environment = false
+
+# set to 'true' to allow .pyc and .pyo files without
+# a source .py file to be detected as revisions in the
+# versions/ directory
+# sourceless = false
+
+# version location specification; This defaults
+# to <script_location>/versions.  When using multiple version
+# directories, initial revisions must be specified with --version-path.
+# The path separator used here should be the separator specified by "path_separator"
+# below.
+# version_locations = %(here)s/bar:%(here)s/bat:%(here)s/alembic/versions
+
+# path_separator; This indicates what character is used to split lists of file
+# paths, including version_locations and prepend_sys_path within configparser
+# files such as alembic.ini.
+# The default rendered in new alembic.ini files is "os", which uses os.pathsep
+# to provide os-dependent path splitting.
+#
+# Note that in order to support legacy alembic.ini files, this default does NOT
+# take place if path_separator is not present in alembic.ini.  If this
+# option is omitted entirely, fallback logic is as follows:
+#
+# 1. Parsing of the version_locations option falls back to using the legacy
+#    "version_path_separator" key, which if absent then falls back to the legacy
+#    behavior of splitting on spaces and/or commas.
+# 2. Parsing of the prepend_sys_path option falls back to the legacy
+#    behavior of splitting on spaces, commas, or colons.
+#
+# Valid values for path_separator are:
+#
+# path_separator = :
+# path_separator = ;
+# path_separator = space
+# path_separator = newline
+#
+# Use os.pathsep. Default configuration used for new projects.
+path_separator = os
+
+
+# set to 'true' to search source files recursively
+# in each "version_locations" directory
+# new in Alembic version 1.10
+# recursive_version_locations = false
+
+# the output encoding used when revision files
+# are written from script.py.mako
+# output_encoding = utf-8
+
+# database URL.  This is consumed by the user-maintained env.py script only.
+# other means of configuring database URLs may be customized within the env.py
+# file.
+sqlalchemy.url =
+
+
+[post_write_hooks]
+# post_write_hooks defines scripts or Python functions that are run
+# on newly generated revision scripts.  See the documentation for further
+# detail and examples
+
+# format using "black" - use the console_scripts runner, against the "black" entrypoint
+# hooks = black
+# black.type = console_scripts
+# black.entrypoint = black
+# black.options = -l 79 REVISION_SCRIPT_FILENAME
+
+# lint with attempts to fix using "ruff" - use the module runner, against the "ruff" module
+# hooks = ruff
+# ruff.type = module
+# ruff.module = ruff
+# ruff.options = check --fix REVISION_SCRIPT_FILENAME
+
+# Alternatively, use the exec runner to execute a binary found on your PATH
+# hooks = ruff
+# ruff.type = exec
+# ruff.executable = ruff
+# ruff.options = check --fix REVISION_SCRIPT_FILENAME
+
+# Logging configuration.  This is also consumed by the user-maintained
+# env.py script only.
+[loggers]
+keys = root,sqlalchemy,alembic
+
+[handlers]
+keys = console
+
+[formatters]
+keys = generic
+
+[logger_root]
+level = WARNING
+handlers = console
+qualname =
+
+[logger_sqlalchemy]
+level = WARNING
+handlers =
+qualname = sqlalchemy.engine
+
+[logger_alembic]
+level = INFO
+handlers =
+qualname = alembic
+
+[handler_console]
+class = StreamHandler
+args = (sys.stderr,)
+level = NOTSET
+formatter = generic
+
+[formatter_generic]
+format = %(levelname)-5.5s [%(name)s] %(message)s
+datefmt = %H:%M:%S

alembic/README

@@ -0,0 +1 @@
+Generic single-database configuration with an async dbapi.

alembic/env.py

@@ -0,0 +1,70 @@
+"""Alembic migration environment for mama."""
+
+from __future__ import annotations
+
+import asyncio
+from logging.config import fileConfig
+
+from alembic import context
+from sqlalchemy.engine import Connection
+from sqlalchemy.ext.asyncio import async_engine_from_config
+
+from mama.config import Settings
+from mama.models import Base
+
+config = context.config
+
+if config.config_file_name is not None:
+    fileConfig(config.config_file_name)
+
+# Inject the DB URL from mama.toml into the Alembic config so that
+# async_engine_from_config picks it up below.
+settings = Settings.load()
+config.set_main_option("sqlalchemy.url", settings.database.url().render_as_string(hide_password=False))
+
+target_metadata = Base.metadata
+
+
+def run_migrations_offline() -> None:
+    """Run migrations in 'offline' mode (emit SQL to stdout)."""
+    url = config.get_main_option("sqlalchemy.url")
+    context.configure(
+        url=url,
+        target_metadata=target_metadata,
+        literal_binds=True,
+        dialect_opts={"paramstyle": "named"},
+        compare_type=True,
+    )
+    with context.begin_transaction():
+        context.run_migrations()
+
+
+def do_run_migrations(connection: Connection) -> None:
+    context.configure(
+        connection=connection,
+        target_metadata=target_metadata,
+        compare_type=True,
+    )
+    with context.begin_transaction():
+        context.run_migrations()
+
+
+async def run_async_migrations() -> None:
+    """Run migrations in 'online' mode using an async engine."""
+    connectable = async_engine_from_config(
+        config.get_section(config.config_ini_section, {}),
+        prefix="sqlalchemy.",
+    )
+    async with connectable.connect() as connection:
+        await connection.run_sync(do_run_migrations)
+    await connectable.dispose()
+
+
+def run_migrations_online() -> None:
+    asyncio.run(run_async_migrations())
+
+
+if context.is_offline_mode():
+    run_migrations_offline()
+else:
+    run_migrations_online()

alembic/script.py.mako

@@ -0,0 +1,28 @@
+"""${message}
+
+Revision ID: ${up_revision}
+Revises: ${down_revision | comma,n}
+Create Date: ${create_date}
+
+"""
+from typing import Sequence, Union
+
+from alembic import op
+import sqlalchemy as sa
+${imports if imports else ""}
+
+# revision identifiers, used by Alembic.
+revision: str = ${repr(up_revision)}
+down_revision: Union[str, Sequence[str], None] = ${repr(down_revision)}
+branch_labels: Union[str, Sequence[str], None] = ${repr(branch_labels)}
+depends_on: Union[str, Sequence[str], None] = ${repr(depends_on)}
+
+
+def upgrade() -> None:
+    """Upgrade schema."""
+    ${upgrades if upgrades else "pass"}
+
+
+def downgrade() -> None:
+    """Downgrade schema."""
+    ${downgrades if downgrades else "pass"}

alembic/versions/1608054c0ffe_initial_schema_blobs_observations.py

@@ -0,0 +1,59 @@
+"""initial schema: blobs, observations
+
+Revision ID: 1608054c0ffe
+Revises: 
+Create Date: 2026-05-25 17:42:44.976983
+
+"""
+from typing import Sequence, Union
+
+from alembic import op
+import sqlalchemy as sa
+from sqlalchemy.dialects import postgresql
+
+# revision identifiers, used by Alembic.
+revision: str = '1608054c0ffe'
+down_revision: Union[str, Sequence[str], None] = None
+branch_labels: Union[str, Sequence[str], None] = None
+depends_on: Union[str, Sequence[str], None] = None
+
+
+def upgrade() -> None:
+    """Upgrade schema."""
+    # ### commands auto generated by Alembic - please adjust! ###
+    op.create_table('blobs',
+    sa.Column('hash', sa.String(length=64), nullable=False),
+    sa.Column('size', sa.BigInteger(), nullable=False),
+    sa.Column('storage_path', sa.Text(), nullable=False),
+    sa.Column('first_seen', sa.DateTime(timezone=True), nullable=False),
+    sa.Column('mime', sa.String(length=128), nullable=True),
+    sa.Column('block_reason', sa.String(length=32), nullable=True),
+    sa.PrimaryKeyConstraint('hash')
+    )
+    op.create_table('observations',
+    sa.Column('id', sa.Integer(), nullable=False),
+    sa.Column('blob_hash', sa.String(length=64), nullable=False),
+    sa.Column('hostname', sa.String(length=255), nullable=False),
+    sa.Column('basedir', sa.Text(), nullable=False),
+    sa.Column('relpath', sa.Text(), nullable=False),
+    sa.Column('filename', sa.Text(), nullable=False),
+    sa.Column('mtime', sa.DateTime(timezone=True), nullable=False),
+    sa.Column('ctime', sa.DateTime(timezone=True), nullable=False),
+    sa.Column('scan_time', sa.DateTime(timezone=True), nullable=False),
+    sa.Column('source_kind', sa.String(length=32), nullable=False),
+    sa.Column('status', sa.String(length=32), nullable=False),
+    sa.Column('meta', postgresql.JSONB(astext_type=sa.Text()), nullable=True),
+    sa.ForeignKeyConstraint(['blob_hash'], ['blobs.hash'], ),
+    sa.PrimaryKeyConstraint('id')
+    )
+    op.create_index(op.f('ix_observations_blob_hash'), 'observations', ['blob_hash'], unique=False)
+    # ### end Alembic commands ###
+
+
+def downgrade() -> None:
+    """Downgrade schema."""
+    # ### commands auto generated by Alembic - please adjust! ###
+    op.drop_index(op.f('ix_observations_blob_hash'), table_name='observations')
+    op.drop_table('observations')
+    op.drop_table('blobs')
+    # ### end Alembic commands ###

mama.toml.example

@@ -0,0 +1,14 @@
+# mama configuration file.
+# Copy this to mama.toml and adjust. mama.toml is gitignored.
+
+[database]
+host = "127.0.0.1"
+port = 5432
+user = "mama"
+password = "CHANGEME"
+dbname = "mama"
+
+archive_root = "/mnt/archive"
+
+# hostname is auto-detected via socket.gethostname() if omitted
+# hostname = "binford"

pyproject.toml

@@ -0,0 +1,60 @@
+[project]
+name = "mama"
+version = "0.1.0"
+description = "Media Archive Meets Automation"
+readme = "README.md"
+license = { file = "LICENSE" }
+requires-python = ">=3.13"
+authors = [
+    { name = "warnason" },
+]
+dependencies = [
+    # Database
+    "sqlalchemy[asyncio]>=2.0.30",
+    "asyncpg>=0.30",
+    "alembic>=1.13",
+    # Config & validation
+    "pydantic>=2.8",
+    # Hashing & file inspection
+    "blake3>=1.0",
+    "python-magic>=0.4.27",
+    "pyexiftool>=0.5.6",
+    # CLI
+    "typer>=0.12",
+    "rich>=13.7",
+]
+
+[project.scripts]
+mama-scan  = "mama.cli.scan:main"
+mama-apply = "mama.cli.apply:main"
+mama-web   = "mama.cli.web:main"
+
+[dependency-groups]
+dev = [
+    "ruff>=0.6",
+    "mypy>=1.11",
+    "pytest>=8.3",
+    "pytest-asyncio>=0.24",
+]
+
+[build-system]
+requires = ["hatchling"]
+build-backend = "hatchling.build"
+
+[tool.hatch.build.targets.wheel]
+packages = ["src/mama"]
+
+[tool.ruff]
+line-length = 100
+target-version = "py313"
+
+[tool.ruff.lint]
+select = ["E", "F", "I", "N", "UP", "B", "SIM", "RUF"]
+
+[tool.mypy]
+python_version = "3.13"
+strict = true
+
+[tool.pytest.ini_options]
+asyncio_mode = "auto"
+testpaths = ["tests"]

src/mama/__init__.py

@@ -0,0 +1,3 @@
+"""mama — Media Archive Meets Automation."""
+
+__version__ = "0.1.0"

src/mama/cli/__init__.py

@@ -0,0 +1 @@
+"""mama command-line interfaces."""

src/mama/cli/apply.py

@@ -0,0 +1,31 @@
+"""mama-apply: materialize pending observations into the archive."""
+
+from __future__ import annotations
+
+from pathlib import Path
+
+import typer
+from rich.console import Console
+
+app = typer.Typer(help="Materialize approved observations into the archive.")
+console = Console()
+
+
+@app.command()
+def apply(
+    config: Path = typer.Option(Path("mama.toml"), "--config", "-c"),
+    dry_run: bool = typer.Option(False, "--dry-run", help="Show what would happen"),
+) -> None:
+    """Move pending blobs into the CAS and create hardlinks in views."""
+    console.print(
+        f"[yellow]stub:[/yellow] would apply pending observations "
+        f"(config={config}, dry_run={dry_run})"
+    )
+
+
+def main() -> None:
+    app()
+
+
+if __name__ == "__main__":
+    main()

src/mama/cli/scan.py

@@ -0,0 +1,94 @@
+"""mama-scan: index files into the database (no copies, no moves)."""
+
+from __future__ import annotations
+
+import asyncio
+from pathlib import Path
+
+import typer
+from rich.console import Console
+from rich.progress import (
+    Progress,
+    SpinnerColumn,
+    TextColumn,
+    TimeElapsedColumn,
+)
+
+from mama.config import Settings
+from mama.db import make_engine, make_session_factory
+from mama.scanner import scan_directory
+
+app = typer.Typer(help="Scan a directory and index files into the mama database.")
+console = Console()
+
+
+@app.command()
+def scan(
+    path: Path = typer.Argument(..., exists=True, file_okay=False, readable=True),
+    config: Path = typer.Option(Path("mama.toml"), "--config", "-c"),
+    source_kind: str = typer.Option(
+        "incoming",
+        "--source-kind",
+        "-s",
+        help="Origin: syncthing | incoming | existing | import",
+    ),
+    batch_size: int = typer.Option(100, "--batch-size", "-b"),
+) -> None:
+    """Scan PATH recursively and index files into the database."""
+    asyncio.run(_run(path, config, source_kind, batch_size))
+
+
+async def _run(
+    path: Path, config_path: Path, source_kind: str, batch_size: int
+) -> None:
+    settings = Settings.load(config_path)
+    engine = make_engine(settings)
+    sessions = make_session_factory(engine)
+
+    console.print(
+        f"Scanning [bold]{path}[/bold] "
+        f"(source_kind={source_kind}, hostname={settings.hostname})"
+    )
+
+    with Progress(
+        SpinnerColumn(),
+        TextColumn("[progress.description]{task.description}"),
+        TimeElapsedColumn(),
+        console=console,
+    ) as progress:
+        task = progress.add_task("starting...", total=None)
+
+        def update(counters: dict[str, int], last_path: Path | None) -> None:
+            desc = (
+                f"{counters['files']} files | "
+                f"{counters['new_blobs']} new | "
+                f"{counters['duplicates']} dup | "
+                f"{counters['errors']} err"
+            )
+            if last_path is not None:
+                desc += f" | {last_path.name}"
+            progress.update(task, description=desc)
+
+        counters = await scan_directory(
+            sessions, settings, path, source_kind,
+            batch_size=batch_size,
+            progress_callback=update,
+        )
+
+    await engine.dispose()
+
+    console.print(
+        f"[green]Done.[/green] "
+        f"{counters['files']} files, "
+        f"{counters['new_blobs']} new blobs, "
+        f"{counters['duplicates']} duplicates, "
+        f"{counters['errors']} errors"
+    )
+
+
+def main() -> None:
+    app()
+
+
+if __name__ == "__main__":
+    main()

src/mama/cli/web.py

@@ -0,0 +1,32 @@
+"""mama-web: web interface for browsing, merging, filtering, exporting."""
+
+from __future__ import annotations
+
+from pathlib import Path
+
+import typer
+from rich.console import Console
+
+app = typer.Typer(help="Run the mama web interface.")
+console = Console()
+
+
+@app.command()
+def serve(
+    config: Path = typer.Option(Path("mama.toml"), "--config", "-c"),
+    host: str = typer.Option("127.0.0.1", "--host"),
+    port: int = typer.Option(8000, "--port", "-p"),
+) -> None:
+    """Start the FastAPI web server."""
+    console.print(
+        f"[yellow]stub:[/yellow] would serve mama-web on {host}:{port} "
+        f"(config={config})"
+    )
+
+
+def main() -> None:
+    app()
+
+
+if __name__ == "__main__":
+    main()

src/mama/config.py

@@ -0,0 +1,59 @@
+"""Configuration loading for mama."""
+
+from __future__ import annotations
+
+import socket
+import tomllib
+from pathlib import Path
+from typing import Self
+
+from pydantic import BaseModel, Field
+from sqlalchemy import URL
+
+
+class DatabaseSettings(BaseModel):
+    """PostgreSQL connection parameters."""
+
+    host: str = "127.0.0.1"
+    port: int = 5432
+    user: str = "mama"
+    password: str
+    dbname: str = "mama"
+
+    def url(self) -> URL:
+        """Build a SQLAlchemy URL — escaping is handled by SQLAlchemy."""
+        return URL.create(
+            drivername="postgresql+asyncpg",
+            username=self.user,
+            password=self.password,
+            host=self.host,
+            port=self.port,
+            database=self.dbname,
+        )
+
+
+class Settings(BaseModel):
+    """mama runtime configuration, loaded from mama.toml."""
+
+    database: DatabaseSettings
+    archive_root: Path = Path("/mnt/archive")
+    hostname: str = Field(default_factory=socket.gethostname)
+
+    @property
+    def blobs_dir(self) -> Path:
+        return self.archive_root / "blobs"
+
+    @property
+    def views_dir(self) -> Path:
+        return self.archive_root / "views"
+
+    @property
+    def previews_dir(self) -> Path:
+        return self.archive_root / "previews"
+
+    @classmethod
+    def load(cls, path: str | Path = "mama.toml") -> Self:
+        """Load settings from a TOML file."""
+        with open(path, "rb") as fp:
+            data = tomllib.load(fp)
+        return cls.model_validate(data)

src/mama/db.py

@@ -0,0 +1,39 @@
+"""Async database engine and session management."""
+
+from __future__ import annotations
+
+from collections.abc import AsyncIterator
+from contextlib import asynccontextmanager
+
+from sqlalchemy.ext.asyncio import (
+    AsyncEngine,
+    AsyncSession,
+    async_sessionmaker,
+    create_async_engine,
+)
+
+from mama.config import Settings
+
+
+def make_engine(settings: Settings, *, echo: bool = False) -> AsyncEngine:
+    """Create an async SQLAlchemy engine from settings."""
+    return create_async_engine(settings.database.url(), echo=echo)
+
+
+def make_session_factory(engine: AsyncEngine) -> async_sessionmaker[AsyncSession]:
+    """Create an async session factory bound to an engine."""
+    return async_sessionmaker(engine, expire_on_commit=False)
+
+
+@asynccontextmanager
+async def session_scope(
+    factory: async_sessionmaker[AsyncSession],
+) -> AsyncIterator[AsyncSession]:
+    """Yield a session, commit on success, rollback on error."""
+    async with factory() as session:
+        try:
+            yield session
+            await session.commit()
+        except Exception:
+            await session.rollback()
+            raise

src/mama/models.py

@@ -0,0 +1,76 @@
+"""SQLAlchemy ORM models for the mama archive.
+
+Schema overview:
+
+- blobs:        unique file contents in the CAS (one row per unique hash)
+- observations: each file sighting on disk (many per blob), with embedded
+                metadata as JSONB
+"""
+
+from __future__ import annotations
+
+from datetime import datetime
+from typing import Any
+
+from sqlalchemy import BigInteger, DateTime, ForeignKey, String, Text
+from sqlalchemy.dialects.postgresql import JSONB
+from sqlalchemy.orm import DeclarativeBase, Mapped, mapped_column, relationship
+
+
+class Base(DeclarativeBase):
+    """Declarative base for all mama models."""
+
+
+class Blob(Base):
+    """A unique file content, stored once in the CAS, addressed by hash."""
+
+    __tablename__ = "blobs"
+
+    hash: Mapped[str] = mapped_column(String(64), primary_key=True)
+    size: Mapped[int] = mapped_column(BigInteger, nullable=False)
+    storage_path: Mapped[str] = mapped_column(Text, nullable=False)
+    first_seen: Mapped[datetime] = mapped_column(DateTime(timezone=True), nullable=False)
+    mime: Mapped[str | None] = mapped_column(String(128))
+    block_reason: Mapped[str | None] = mapped_column(String(32))
+
+    observations: Mapped[list[Observation]] = relationship(back_populates="blob")
+
+
+class Observation(Base):
+    """A single sighting of a file on some host at some path.
+
+    Many observations can point to the same blob (= the file content is
+    identical, but the path/hostname/timestamps differ). Per-observation
+    metadata extracted from the file (EXIF, ID3, sidecar, ...) lives in
+    the `meta` JSONB column.
+
+    Lifecycle is tracked via `status`:
+        pending  - just scanned, not yet materialized into the archive
+        assigned - materialized: blob is in CAS, hardlink exists in view
+        ignored  - intentionally not materialized (e.g. user dismissed it)
+
+    Origin is tracked via `source_kind` (immutable):
+        syncthing - files synced from a phone/device
+        incoming  - dropped manually into an incoming folder
+        existing  - found during the initial archive scan
+        import    - imported from an external medium (DVD, USB, ...)
+    """
+
+    __tablename__ = "observations"
+
+    id: Mapped[int] = mapped_column(primary_key=True)
+    blob_hash: Mapped[str] = mapped_column(
+        String(64), ForeignKey("blobs.hash"), nullable=False, index=True
+    )
+    hostname: Mapped[str] = mapped_column(String(255), nullable=False)
+    basedir: Mapped[str] = mapped_column(Text, nullable=False)
+    relpath: Mapped[str] = mapped_column(Text, nullable=False)
+    filename: Mapped[str] = mapped_column(Text, nullable=False)
+    mtime: Mapped[datetime] = mapped_column(DateTime(timezone=True), nullable=False)
+    ctime: Mapped[datetime] = mapped_column(DateTime(timezone=True), nullable=False)
+    scan_time: Mapped[datetime] = mapped_column(DateTime(timezone=True), nullable=False)
+    source_kind: Mapped[str] = mapped_column(String(32), nullable=False)
+    status: Mapped[str] = mapped_column(String(32), nullable=False, default="pending")
+    meta: Mapped[dict[str, Any] | None] = mapped_column(JSONB)
+
+    blob: Mapped[Blob] = relationship(back_populates="observations")

src/mama/scanner.py

@@ -0,0 +1,163 @@
+"""File scanner: walks directories, hashes files, records observations."""
+
+from __future__ import annotations
+
+import os
+from collections.abc import Callable, Iterator
+from datetime import datetime, timezone
+from pathlib import Path
+
+import magic
+from blake3 import blake3
+from sqlalchemy.ext.asyncio import AsyncSession, async_sessionmaker
+
+from mama.config import Settings
+from mama.models import Blob, Observation
+
+# Hash of zero-byte content (so we don't try to mmap empty files).
+EMPTY_HASH = blake3().hexdigest()
+
+
+def iter_files(root: Path) -> Iterator[Path]:
+    """Walk *root* and yield regular file paths.
+
+    Hidden files and directories (names starting with ".") are skipped.
+    Output is sorted within each directory for deterministic scan order.
+    """
+    for dirpath, dirnames, filenames in os.walk(root):
+        dirnames[:] = sorted(d for d in dirnames if not d.startswith("."))
+        for name in sorted(filenames):
+            if name.startswith("."):
+                continue
+            yield Path(dirpath) / name
+
+
+def hash_file(path: Path, size: int) -> str:
+    """BLAKE3 hash of a file. Uses mmap + multi-threading for large files."""
+    if size == 0:
+        return EMPTY_HASH
+    h = blake3(max_threads=blake3.AUTO)
+    h.update_mmap(str(path))
+    return h.hexdigest()
+
+
+def detect_mime(path: Path) -> str | None:
+    """Detect MIME type via libmagic. Returns None on failure."""
+    try:
+        return magic.from_file(str(path), mime=True)
+    except Exception:
+        return None
+
+
+async def _process_one(
+    session: AsyncSession,
+    path: Path,
+    root: Path,
+    settings: Settings,
+    source_kind: str,
+    now: datetime,
+    batch_blob_hashes: set[str],
+    counters: dict[str, int],
+) -> None:
+    """Hash one file, upsert blob, insert observation."""
+    stat = path.stat()
+    size = stat.st_size
+    mtime = datetime.fromtimestamp(stat.st_mtime, tz=timezone.utc)
+    ctime = datetime.fromtimestamp(stat.st_ctime, tz=timezone.utc)
+
+    hash_hex = hash_file(path, size)
+
+    # Blob upsert: skip lookup if we already added this hash earlier in the
+    # same batch (the SQLAlchemy session sees pending objects but a fresh
+    # `get` still hits the DB on cache miss — the set avoids that).
+    if hash_hex in batch_blob_hashes:
+        is_new = False
+    else:
+        existing = await session.get(Blob, hash_hex)
+        if existing is None:
+            session.add(
+                Blob(
+                    hash=hash_hex,
+                    size=size,
+                    storage_path="",  # populated later by mama-apply
+                    first_seen=now,
+                    mime=detect_mime(path),
+                )
+            )
+            is_new = True
+        else:
+            is_new = False
+        batch_blob_hashes.add(hash_hex)
+
+    if is_new:
+        counters["new_blobs"] += 1
+    else:
+        counters["duplicates"] += 1
+
+    rel_dir = path.parent.relative_to(root).as_posix()
+    if rel_dir == ".":
+        rel_dir = ""
+
+    session.add(
+        Observation(
+            blob_hash=hash_hex,
+            hostname=settings.hostname,
+            basedir=str(root),
+            relpath=rel_dir,
+            filename=path.name,
+            mtime=mtime,
+            ctime=ctime,
+            scan_time=now,
+            source_kind=source_kind,
+            status="pending",
+            meta=None,
+        )
+    )
+    counters["files"] += 1
+
+
+async def scan_directory(
+    sessions: async_sessionmaker[AsyncSession],
+    settings: Settings,
+    root: Path,
+    source_kind: str,
+    *,
+    batch_size: int = 100,
+    progress_callback: Callable[[dict[str, int], Path | None], None] | None = None,
+) -> dict[str, int]:
+    """Scan *root* recursively. Each batch is committed in its own transaction,
+    so progress is preserved if the scan is interrupted.
+    """
+    counters = {"files": 0, "new_blobs": 0, "duplicates": 0, "errors": 0}
+    root = root.resolve()
+    now = datetime.now(timezone.utc)
+
+    files_iter = iter_files(root)
+    batch: list[Path] = []
+
+    while True:
+        batch.clear()
+        for _ in range(batch_size):
+            try:
+                batch.append(next(files_iter))
+            except StopIteration:
+                break
+        if not batch:
+            break
+
+        async with sessions() as session:
+            seen: set[str] = set()
+            for path in batch:
+                try:
+                    await _process_one(
+                        session, path, root, settings, source_kind, now,
+                        seen, counters,
+                    )
+                except Exception:
+                    counters["errors"] += 1
+            await session.commit()
+
+        if progress_callback:
+            progress_callback(counters, batch[-1])
+
+    return counters

uv.lock

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