Add the flow API: typed messages, git-backed store, REST and live events
Makes the flow engine reachable from the API, which is what M3 needs before
any of it can reach the browser.
- app/flow is a package now; the prototype's watch-dir scripts and the
matplotlib/networkx visualiser are gone with their dependencies.
- Messages carry a serializable dtype instead of a live Python type, and a
port name, so the graph can speak qualified names while node functions keep
local arguments. Redis state is JSON, not pickle.
- Message names are namespaced per flow ("heating.temp"); a bare name resolves
to its own flow, a dotted one crosses flows.
- Several nodes may provide the same message: producers are a list, so fan-in
is a real edge instead of a silently dropped one.
- Flows are stored as flow.json plus node sources in a git repository, one
commit per save, with identical saves skipped so autosave stays quiet.
- Node failures are isolated and reported per node; validate() returns cycles
and unconnected inputs instead of raising deep in a run.
- Credentials live in an encrypted store and are referenced as {"$secret": …}.
- Engine events reach websocket clients through a bus, so values, node status
and execution show up live.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_016WzrvW7rjQbynnhF6pxh6i
This commit is contained in:
co-authored by
Claude Fable 5
parent
61be29827d
commit
06a4506767
@@ -0,0 +1,9 @@
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from collections.abc import Generator
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import pytest
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@pytest.fixture(scope="session", autouse=True)
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def db() -> Generator[None, None, None]:
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"""The engine holds no database state, so these tests need no database."""
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yield
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@@ -0,0 +1,55 @@
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import json
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import pytest
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from app.flow.messages import DType, MessageSpec, flow_of, qualify
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def test_port_defaults_to_last_name_segment():
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assert MessageSpec(name="temperature").port == "temperature"
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assert MessageSpec(name="heating.temperature").port == "temperature"
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assert MessageSpec(name="heating.temperature", port="t").port == "t"
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def test_int_rejects_bool():
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# bool is a subclass of int, but a flag is not a number here.
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spec = MessageSpec(name="count", dtype=DType.INT)
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spec.check(3)
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with pytest.raises(TypeError):
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spec.check(True)
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def test_float_accepts_int_but_not_bool():
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spec = MessageSpec(name="temp", dtype=DType.FLOAT)
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spec.check(21)
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spec.check(21.5)
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with pytest.raises(TypeError):
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spec.check(True)
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with pytest.raises(TypeError):
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spec.check("21")
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def test_json_dtype_round_trips():
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spec = MessageSpec(name="payload", dtype=DType.JSON)
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value = {"a": [1, 2], "b": None}
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spec.check(value)
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assert json.loads(json.dumps(value)) == value
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def test_coerce_from_text():
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assert MessageSpec(name="a", dtype=DType.FLOAT).coerce("2.5") == 2.5
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assert MessageSpec(name="a", dtype=DType.INT).coerce("7") == 7
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assert MessageSpec(name="a", dtype=DType.BOOL).coerce("yes") is True
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assert MessageSpec(name="a", dtype=DType.BOOL).coerce("0") is False
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def test_spec_serializes():
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spec = MessageSpec(name="heating.temp", dtype=DType.FLOAT)
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assert MessageSpec.model_validate_json(spec.model_dump_json()) == spec
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def test_qualify_scopes_bare_names_only():
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assert qualify("heating", "temp") == "heating.temp"
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assert qualify("heating", "solar.power") == "solar.power"
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assert qualify("heating", "") == ""
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assert flow_of("heating.temp") == "heating"
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@@ -0,0 +1,152 @@
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"""The wiring fundamentals: name binding, fan-in, namespaces, validation."""
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from app.flow.messages import DType, MessageSpec
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from app.flow.nodes import Node
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from app.flow.pipeline import Pipeline
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def spec(name: str, dtype: DType = DType.FLOAT, port: str = "") -> MessageSpec:
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return MessageSpec(name=name, dtype=dtype, port=port)
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def make_node(node_id: str, flow: str, f, requires=(), provides=()) -> Node:
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node = Node(f=f, requires=list(requires), provides=list(provides), name=node_id)
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node.assign_flow(flow, node_id)
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return node
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def test_bare_names_are_scoped_to_their_flow():
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source = make_node(
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"source", "heating", lambda params: {"temp": 20.0}, provides=[spec("temp")]
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)
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assert "heating.temp" in source.provides
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def test_consumer_receives_from_any_producer():
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# Two producers of one message: each publication reaches the consumer.
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seen = []
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def emit_a(params):
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return {"temp": 1.0}
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def emit_b(params):
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return {"temp": 2.0}
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def consume(temp, params):
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seen.append(temp)
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return None
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a = make_node("a", "heating", emit_a, provides=[spec("temp")])
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b = make_node("b", "heating", emit_b, provides=[spec("temp")])
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c = make_node("c", "heating", consume, requires=[spec("temp")])
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pipeline = Pipeline(nodes=[a, b, c])
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assert pipeline.produces["heating.temp"] == [a, b]
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assert pipeline.dependencies[c] == frozenset({a, b})
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a.inject()
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b.inject()
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assert seen == [1.0, 2.0]
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# Latest value wins.
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assert pipeline.state["heating.temp"] == 2.0
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def test_flows_connect_through_qualified_names():
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def emit(params):
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return {"power": 500.0}
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def consume(power, params):
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return {"used": power}
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producer = make_node("meter", "solar", emit, provides=[spec("power")])
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# A bare name would be heating.power; the dotted one crosses the flow.
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consumer = make_node(
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"load",
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"heating",
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consume,
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requires=[spec("solar.power")],
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provides=[spec("used")],
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)
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pipeline = Pipeline(nodes=[producer, consumer])
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assert pipeline.dependencies[consumer] == frozenset({producer})
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producer.inject()
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assert pipeline.state["heating.used"] == 500.0
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def test_ports_keep_function_arguments_local():
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def convert(celsius, params):
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return {"fahrenheit": celsius * 9 / 5 + 32}
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node = make_node(
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"convert",
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"heating",
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convert,
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requires=[spec("solar.celsius", port="celsius")],
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provides=[spec("fahrenheit")],
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)
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Pipeline(nodes=[node])
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assert node.execute({"solar.celsius": 100.0}) == {"heating.fahrenheit": 212.0}
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def test_validate_reports_cycles_and_dangling_inputs():
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a = make_node(
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"a", "f", lambda b, params: {"a": b}, requires=[spec("b")], provides=[spec("a")]
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)
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b = make_node(
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"b", "f", lambda a, params: {"b": a}, requires=[spec("a")], provides=[spec("b")]
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)
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lonely = make_node(
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"lonely", "f", lambda missing, params: None, requires=[spec("missing")]
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)
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issues = Pipeline(nodes=[a, b, lonely]).validate()
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codes = {issue.code for issue in issues}
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assert "cycle" in codes
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assert "unconnected_input" in codes
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dangling = next(i for i in issues if i.code == "unconnected_input")
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assert dangling.message_name == "f.missing"
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assert dangling.node == "f.lonely"
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def test_declared_flow_inputs_are_not_dangling():
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node = make_node(
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"n", "f", lambda setpoint, params: None, requires=[spec("setpoint")]
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)
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issues = Pipeline(nodes=[node]).validate(known_inputs={"f.setpoint"})
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assert issues == []
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def test_a_failing_node_does_not_stop_its_siblings():
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ran = []
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def boom(params):
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raise RuntimeError("nope")
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def fine(params):
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ran.append("fine")
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return {"ok": 1.0}
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bad = make_node("bad", "f", boom, provides=[spec("bad_out")])
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good = make_node("good", "f", fine, provides=[spec("ok")])
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pipeline = Pipeline(nodes=[bad, good])
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pipeline.run()
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assert ran == ["fine"]
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assert pipeline.state["f.ok"] == 1.0
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def test_values_carry_timestamps():
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node = make_node("n", "f", lambda params: {"out": 1.0}, provides=[spec("out")])
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pipeline = Pipeline(nodes=[node])
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node.inject()
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values = pipeline.values("f")
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assert values["f.out"]["value"] == 1.0
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assert values["f.out"]["ts"] > 0
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@@ -0,0 +1,75 @@
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import subprocess
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from pathlib import Path
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import pytest
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from app.flow.messages import MessageSpec
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from app.flow.schemas import FlowDef, NodeDef
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from app.flow.store import FlowNotFound, FlowStore
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@pytest.fixture
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def store(tmp_path: Path) -> FlowStore:
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return FlowStore(tmp_path / "flows")
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def commit_count(store: FlowStore) -> int:
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result = subprocess.run(
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["git", "-C", str(store.root), "rev-list", "--count", "HEAD"],
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capture_output=True,
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text=True,
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check=True,
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)
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return int(result.stdout.strip())
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def a_flow() -> FlowDef:
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return FlowDef(
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name="heating",
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nodes=[NodeDef(id="sensor", provides=[MessageSpec(name="temp")])],
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)
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def test_flow_round_trips(store: FlowStore):
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store.write_flow(a_flow())
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assert store.list_flows() == ["heating"]
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assert store.read_flow("heating").nodes[0].provides[0].name == "temp"
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def test_every_change_is_committed(store: FlowStore):
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before = commit_count(store)
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store.write_flow(a_flow())
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assert commit_count(store) == before + 1
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store.write_node_source(
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"heating", "sensor", "def process(params):\n return {}\n"
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)
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assert commit_count(store) == before + 2
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def test_saving_unchanged_content_does_nothing(store: FlowStore):
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store.write_flow(a_flow())
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commits = commit_count(store)
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# Autosave repeats the same document; history should not grow.
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assert store.write_flow(a_flow()) is False
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assert commit_count(store) == commits
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def test_missing_flow_is_reported(store: FlowStore):
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with pytest.raises(FlowNotFound):
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store.read_flow("nope")
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def test_deleting_removes_flow_and_its_nodes(store: FlowStore):
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store.write_flow(a_flow())
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store.write_node_source(
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"heating", "sensor", "def process(params):\n return {}\n"
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)
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store.delete_flow("heating")
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assert store.list_flows() == []
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assert not (store.root / "heating").exists()
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@@ -0,0 +1,111 @@
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"""Synchronous nodes wait until every input is fresh.
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The ordering guarantee at the stateful boundary rests on the state backend's
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atomic operations, so those are covered here too.
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"""
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from concurrent.futures import ThreadPoolExecutor
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from app.flow.messages import DType, MessageSpec
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from app.flow.nodes import Node
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from app.flow.pipeline import Pipeline
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from app.flow.state import MemoryState
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def spec(name: str) -> MessageSpec:
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return MessageSpec(name=name, dtype=DType.FLOAT)
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def node(node_id: str, f, requires=(), provides=(), params=None) -> Node:
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n = Node(
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f=f,
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requires=list(requires),
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provides=list(provides),
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params=params or {},
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name=node_id,
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)
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n.assign_flow("f", node_id)
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return n
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def test_synchronous_node_waits_for_all_inputs_to_be_fresh():
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runs: list[str] = []
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def sensor_a(params):
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return {"a": 1.0}
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def sensor_b(params):
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return {"b": 2.0}
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def sync(a, b, params):
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runs.append("sync")
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return None
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def eager(a, b, params):
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runs.append("eager")
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return None
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a = node("a", sensor_a, provides=[spec("a")])
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b = node("b", sensor_b, provides=[spec("b")])
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sync_node = node(
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"sync", sync, requires=[spec("a"), spec("b")], params={"synchronous": True}
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)
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eager_node = node("eager", eager, requires=[spec("a"), spec("b")])
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Pipeline(nodes=[a, b, sync_node, eager_node], max_workers=1)
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a.inject()
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assert runs == [] # b has never arrived
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b.inject()
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assert runs.count("eager") == 1
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assert runs.count("sync") == 1
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# Only a is new: the eager node runs again, the synchronous one waits.
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runs.clear()
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a.inject()
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assert runs == ["eager"]
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# Now b is new as well, so both have moved on.
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runs.clear()
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b.inject()
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assert sorted(runs) == ["eager", "sync"]
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def test_increment_and_multi_get():
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state = MemoryState()
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assert state.increment("counter") == 1
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assert state.increment("counter") == 2
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state.update({"a": 1, "b": 2})
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assert state.get_multi(["a", "b", "missing"]) == {
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"a": 1,
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"b": 2,
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"missing": None,
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}
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def test_compare_and_swap_only_applies_on_match():
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state = MemoryState()
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state.update({"a": 1, "b": 2})
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assert state.compare_and_swap_multi({"a": 1, "b": 2}, {"a": 10, "new": 100})
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assert state.get("a") == 10
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assert state.get("new") == 100
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assert not state.compare_and_swap_multi({"a": 1}, {"a": 99})
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assert state.get("a") == 10
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def test_only_one_thread_wins_a_compare_and_swap():
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state = MemoryState()
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state.set("version", 1)
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def claim() -> bool:
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return state.compare_and_swap_multi({"version": 1}, {"version": 2})
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with ThreadPoolExecutor(max_workers=8) as pool:
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results = list(pool.map(lambda _: claim(), range(8)))
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assert sum(results) == 1
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Reference in New Issue
Block a user