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Three things the first export pass got wrong for a real study. **Dotted paths.** A node returns a record, not a scalar — the numbers arrive inside `final_metrics` — so `--metrics final_metrics.train_loss` yielded an empty column and `--metrics final_metrics` yielded the whole record in one cell. Both sides of the wide table now take dotted paths, and the defaults reach the same depth: every number a result carries is a column named by its path, and inputs are compared leaf by leaf, so two configurations differing in one field give that field as the axis rather than two blobs that are merely not equal. Lists stay whole — a curve belongs in the long table. **`--list`.** Metric names are flow-qualified, so `--name train_loss` matched nothing and said only that. `fluksio export metrics --list` prints the names the selection carries, and an empty export made with `--name` points at it. **A version to compare.** The CLI ships ahead of the engine and a stale one answered a flat 404 with nothing anywhere in the API to tell how old it was. The engine reports `version` on `/observability/summary`, `fluksio status` prints it, and a 404 from export now names both versions — or says "older" when the field itself predates the engine. Bumped to 0.1.5, which is what makes the number worth reading. Also formats `flow/metrics.py`, which had been committed unformatted and was the last `ruff format --check` failure. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01A9Hdrmf2cwNABCnE5x9UJa
173 lines
5.6 KiB
TOML
173 lines
5.6 KiB
TOML
[project]
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name = "fluksio"
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version = "0.1.5"
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description = "Node-based automation engine: flows, dashboards, batch runs"
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readme = "README.md"
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license = "AGPL-3.0-or-later"
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license-files = ["LICENSE"]
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requires-python = ">=3.12"
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authors = [{ name = "Fluksio", email = "stroblme@posteo.de" }]
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keywords = ["automation", "workflow", "dataflow", "experiment-tracking", "mlops"]
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classifiers = [
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"Development Status :: 3 - Alpha",
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"Intended Audience :: Developers",
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"Intended Audience :: Science/Research",
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"Operating System :: MacOS",
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"Operating System :: POSIX :: Linux",
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"Programming Language :: Python :: 3",
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"Programming Language :: Python :: 3.12",
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"Programming Language :: Python :: 3.13",
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"Topic :: Home Automation",
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"Topic :: Scientific/Engineering",
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"Topic :: System :: Distributed Computing",
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]
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dependencies = [
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"fastapi[standard]<1.0.0,>=0.114.2",
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"python-multipart<1.0.0,>=0.0.7",
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"email-validator<3.0.0.0,>=2.1.0.post1",
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"tenacity<9.0.0,>=8.2.3",
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"pydantic>2.0",
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"emails<1.0,>=0.6",
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"jinja2<4.0.0,>=3.1.4",
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"alembic<2.0.0,>=1.12.1",
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"httpx<1.0.0,>=0.25.1",
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"sqlmodel<1.0.0,>=0.0.21",
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"pydantic-settings<3.0.0,>=2.2.1",
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"sentry-sdk[fastapi]>=2.20.0",
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"pyjwt<3.0.0,>=2.8.0",
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"pwdlib[argon2,bcrypt]>=0.3.0",
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"numpy>=2.2.6",
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"redis>=7.1.0",
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# Every message costs a round trip's worth of encode and decode — state,
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# the journal, the worker pipe. Engine-side only: `fluksio-worker` is
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# copied onto other people's machines and stays dependency-free.
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"orjson>=3.10",
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"cryptography>=44.0.0",
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"aiomqtt>=2.0.0",
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"influxdb-client[async]>=1.40.0",
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"croniter>=1.3.0",
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"mcp>=1.29,<2",
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"fluksio-worker>=0.1,<0.2",
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# The Modules screen installs node code's packages with it, into a venv of
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# the user's own. Present in the image; a pip install would otherwise have
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# to find one on PATH, and quietly fall back to the engine's interpreter.
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"uv>=0.5",
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# `fluksio status` draws with it. Already here underneath fastapi's CLI,
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# named because a command that depends on it should say so.
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"rich>=13",
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]
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[project.optional-dependencies]
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# `fluksio export --format parquet` converts the exported rows with it. An
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# extra rather than a dependency: csv and jsonl need nothing, and pyarrow is
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# tens of megabytes for whoever wants dtypes kept.
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parquet = ["pyarrow>=17"]
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[project.urls]
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Homepage = "https://fluksio.com"
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Documentation = "https://docs.fluksio.com"
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"Getting started" = "https://docs.fluksio.com/getting-started/data-science/"
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[project.scripts]
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fluksio = "fluksio.cli:main"
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[tool.uv.sources]
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fluksio-worker = { workspace = true }
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[dependency-groups]
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dev = [
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"pytest<8.0.0,>=7.4.3",
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"mypy<2.0.0,>=1.8.0",
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"ruff<1.0.0,>=0.2.2",
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"prek>=0.2.24,<1.0.0",
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"coverage<8.0.0,>=7.4.3",
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]
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[tool.hatch.build.targets.wheel]
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packages = ["fluksio"]
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# Named rather than excluded: this directory also holds a working tree's
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# runtime data — `flow-data/` with the user venv in it — which is not source.
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[tool.hatch.build.targets.sdist]
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include = ["fluksio", "tests", "scripts", "alembic.ini", "pyproject.toml", "README.md"]
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[build-system]
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requires = ["hatchling"]
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build-backend = "hatchling.build"
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[tool.mypy]
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strict = true
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exclude = ["venv", ".venv", "alembic"]
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# influxdb_client's Point builder carries no annotations; calling it is not a
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# reason to stop checking the caller (fluksio/flow/nodes/influx.py).
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untyped_calls_exclude = ["influxdb_client"]
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# Every module is checked strictly. influxdb_client is typed but re-exports its
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# names implicitly, which strict mode refuses to follow. (croniter, the other
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# untyped dependency, is ignored at its two import sites.)
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[[tool.mypy.overrides]]
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module = ["influxdb_client"]
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implicit_reexport = true
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# The parquet extra. Not installed here, and the import that uses it is inside
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# the try/except that says so.
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[[tool.mypy.overrides]]
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module = ["pyarrow", "pyarrow.*"]
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ignore_missing_imports = true
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[tool.ruff]
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target-version = "py312"
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exclude = ["alembic"]
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[tool.ruff.lint]
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select = [
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"E", # pycodestyle errors
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"W", # pycodestyle warnings
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"F", # pyflakes
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"I", # isort
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"B", # flake8-bugbear
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"C4", # flake8-comprehensions
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"UP", # pyupgrade
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"ARG001", # unused arguments in functions
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"T201", # print statements are not allowed
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]
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ignore = [
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"E501", # line too long, handled by black
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"B008", # do not perform function calls in argument defaults
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"W191", # indentation contains tabs
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"B904", # Allow raising exceptions without from e, for HTTPException
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]
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[tool.ruff.lint.per-file-ignores]
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# The node API's stubs carry the real signatures and raise; unused arguments
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# are what a stub is.
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"fluksio/__init__.py" = ["ARG001"]
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# It talks to whoever ran it; that is what a command line is.
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"fluksio/cli.py" = ["T201"]
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"fluksio/sdk/cli.py" = ["T201"]
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# Node functions take `params` whether or not they use it — that is the
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# contract the engine calls them with.
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"fluksio/flow/nodes.py" = ["ARG001", "ARG002"]
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"tests/flow/*" = ["ARG001"]
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# Node functions declared for a test take the ports they declare, used or not.
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"tests/sdk/*" = ["ARG001"]
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# Printing is what this one is about: node code is user code, and `print` is
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# how it says things.
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"tests/flow/test_logs.py" = ["ARG001", "T201"]
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[tool.ruff.lint.pyupgrade]
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# Preserve types, even if a file imports `from __future__ import annotations`.
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keep-runtime-typing = true
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[tool.coverage.run]
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source = ["fluksio"]
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dynamic_context = "test_function"
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[tool.coverage.report]
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show_missing = true
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sort = "-Cover"
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[tool.coverage.html]
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show_contexts = true
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