Raw cpus and gpus are a property of the machines an installation has, so a node written against a cluster quietly stops meaning anything when the cluster is replaced. A node says "gpu-small" instead, and what that is stored here — editable, and read again every time the node is built, so changing the flavor changes what the next run gets. Memory joins the schema properly (`ram`, in MB, accepting "2G"), along with `duration_s` for how long a node is expected to take. That one is recorded and shown and nothing else yet: a statement for whoever is planning around the node, not a limit — the limit is still `timeout`. A flavor and a number for the same thing is refused, compared by value so an editor writing the whole object back with its defaults still round-trips. A name nothing stores is refused at the save, which covers the canvas and `fluksio sync` at once, and deleting one a node still asks for says which node. Four sizes are seeded on an installation that has none, and never re-seeded: re-adding one somebody deliberately removed is an argument nobody wins. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01A6HeySA27EkGANZN95QySW
150 lines
5.6 KiB
Python
150 lines
5.6 KiB
Python
"""The database: one file beside the flows, or whatever ``DATABASE_URL`` says.
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SQLite is the default because one engine process owns this database. Node
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execution, live values and the work queue never come here — they are the state
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backend's and the bus's — so what lands in a transaction is the rollups a
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minute at a time, a row per cascade, and the run history. WAL lets the readers
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carry on while that single writer works.
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"""
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from __future__ import annotations
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import logging
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from pathlib import Path
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from typing import Any
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from alembic import command
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from alembic.config import Config
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from sqlalchemy import Engine, event, inspect, make_url
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from sqlmodel import Session, SQLModel, create_engine, select
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from fluksio import crud
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from fluksio.core.config import settings
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from fluksio.models import Flavor, User, UserCreate
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logger = logging.getLogger(__name__)
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def make_engine(url: str) -> Engine:
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"""One engine for the process, configured for whichever dialect it names."""
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if make_url(url).get_backend_name() != "sqlite":
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# A connection idle across a server restart is dead but still pooled;
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# the pre-ping spends a round trip to find out instead of failing the
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# request.
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return create_engine(url, pool_pre_ping=True)
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database = make_url(url).database
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if database and database != ":memory:":
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Path(database).parent.mkdir(parents=True, exist_ok=True)
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# The engine's threads — the run service, the metrics collector, the
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# request pool — share this engine, so connections cross threads. Each one
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# is still used by a single thread at a time; the pool sees to that.
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return create_engine(url, connect_args={"check_same_thread": False})
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engine = make_engine(settings.SQLALCHEMY_DATABASE_URI)
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@event.listens_for(engine, "connect")
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def _sqlite_pragmas(dbapi_connection: Any, _record: Any) -> None:
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"""What makes concurrent readers, cascades and waiting-out a writer work."""
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if engine.dialect.name != "sqlite":
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return
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cursor = dbapi_connection.cursor()
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# Readers do not block on the writer, which is the whole reason this is
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# usable while a run is streaming metrics into it.
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cursor.execute("PRAGMA journal_mode=WAL")
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# Commit without waiting for the platter. A power cut can lose the last
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# transactions; it cannot corrupt the file.
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cursor.execute("PRAGMA synchronous=NORMAL")
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# Off by default in SQLite, and `ondelete="CASCADE"` on the OAuth tables is
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# the whole of revoking a client.
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cursor.execute("PRAGMA foreign_keys=ON")
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# A second writer waits rather than raising "database is locked".
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cursor.execute("PRAGMA busy_timeout=30000")
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cursor.close()
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def _alembic_config(connection: Any) -> Config:
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"""Alembic driven from here, so an installed wheel needs no alembic.ini."""
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config = Config()
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config.set_main_option(
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"script_location", str(Path(__file__).parents[1] / "alembic")
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)
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config.attributes["connection"] = connection
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return config
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def migrate(engine: Engine) -> None:
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"""Bring the schema up to date, creating it if there is nothing there."""
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with engine.begin() as connection:
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config = _alembic_config(connection)
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tables = inspect(connection).get_table_names()
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if not tables:
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# Nothing to upgrade from. Building the schema from the models is
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# both faster and exactly what the revisions would have produced.
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SQLModel.metadata.create_all(connection)
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command.stamp(config, "head")
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logger.info("created the database schema")
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return
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command.upgrade(config, "head")
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def init_db(session: Session) -> None:
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"""The first superuser, when the deployment names one.
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A `fluksio serve` with no configuration makes its own and prints it once;
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that path calls into `fluksio.core.bootstrap` instead of this.
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"""
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if not (settings.FIRST_SUPERUSER and settings.FIRST_SUPERUSER_PASSWORD):
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return
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user = session.exec(
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select(User).where(User.email == settings.FIRST_SUPERUSER)
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).first()
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if not user:
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user_in = UserCreate(
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email=settings.FIRST_SUPERUSER,
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password=settings.FIRST_SUPERUSER_PASSWORD,
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is_superuser=True,
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)
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user = crud.create_user(session=session, user_create=user_in)
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#: The sizes an installation starts with. Written once, when there are none,
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#: and editable from there — what a name means is a property of the machines
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#: this installation has, and nothing here knows what those are.
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SEED_FLAVORS: tuple[dict[str, Any], ...] = (
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{"name": "small", "cpus": 1, "ram": 2048, "description": "A poll, a threshold"},
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{"name": "medium", "cpus": 4, "ram": 8192, "description": "A step that computes"},
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{"name": "large", "cpus": 8, "ram": 16384, "description": "A heavy step"},
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{
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"name": "gpu-small",
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"cpus": 4,
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"gpus": 1,
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"ram": 16384,
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"description": "One card, and cores to feed it",
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},
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)
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def seed_flavors(session: Session) -> None:
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"""Give a new installation sizes to pick from, once.
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Only when there are none at all: they are editable, and re-adding one that
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somebody deliberately removed would be an argument nobody can win.
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"""
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if session.exec(select(Flavor)).first() is not None:
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return
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for row in SEED_FLAVORS:
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session.add(Flavor(**row))
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session.commit()
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logger.info("seeded %d resource flavors", len(SEED_FLAVORS))
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def prepare(engine: Engine) -> None:
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"""Everything that has to be true before the app serves a request."""
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migrate(engine)
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with Session(engine) as session:
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init_db(session)
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seed_flavors(session)
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