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Download src/explicit_learning/executors/plot.py from sungguk/visual-answerability: direct link, hf CLI and curl.
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12.5 kB
| """``plotqa_dsl_v1`` executor — exact-rational PlotQA program execution (P3). | |
| Evaluates the typed programs built by :mod:`~explicit_learning.dsl.plotdsl` | |
| (``LOOKUP``/``SUBTRACT``/``ARGMAX``/``ARGMIN``/``SUM``/``COUNT``/``EXIST`` over a | |
| ``plot_world_v1``) with exact ``fractions.Fraction`` arithmetic, records the | |
| dependency closure ``D(P,W)``, and enforces the scalar-referent cardinality | |
| precondition. A ``MISSING_INFORMATION`` arises when a needed point/x is absent; a | |
| zero-cardinality *set* selector (``COUNT``/``EXIST``) runs to ``0``/``No`` and | |
| stays ``UNIQUE`` (``docs/02`` §11.3). | |
| """ | |
| from __future__ import annotations | |
| from collections.abc import Mapping | |
| from fractions import Fraction | |
| from typing import Any | |
| from ..dsl.ast import Arg, AstNode, Program | |
| from ..sources.base import World | |
| from .base import ( | |
| AnswerValue, | |
| ExecutionResult, | |
| ExecutorError, | |
| _InvalidReferent, | |
| _MissingInformation, | |
| _Trace, | |
| literal_value, | |
| serialize_answer, | |
| ) | |
| NAME = "plot_executor" | |
| VERSION = "plotqa_dsl_v1/1" | |
| class PlotExecutor: | |
| """Deterministic executor for ``plotqa_dsl_v1``.""" | |
| name = NAME | |
| version = VERSION | |
| def execute(self, program: Program, *, world: World) -> ExecutionResult: | |
| trace = _Trace() | |
| try: | |
| referent_card = self._check_referent(program, world, trace) | |
| value = self._eval(program.program, world, trace) | |
| answer = self._project_answer(program.program, value) | |
| _steps, deps, tsha = trace.finish() | |
| return ExecutionResult( | |
| status="UNIQUE", | |
| answer_value=answer, | |
| answer_canonical=serialize_answer(answer, return_type=program.program.return_type), | |
| dependency_node_ids=deps, | |
| referent_cardinality=referent_card, | |
| trace_sha256=tsha, | |
| executor_name=self.name, | |
| executor_version=self.version, | |
| ) | |
| except _MissingInformation: | |
| _steps, deps, tsha = trace.finish() | |
| return ExecutionResult( | |
| status="MISSING_INFORMATION", | |
| answer_value=None, | |
| answer_canonical=None, | |
| dependency_node_ids=deps, | |
| referent_cardinality=self._safe_referent_card(program, world), | |
| trace_sha256=tsha, | |
| executor_name=self.name, | |
| executor_version=self.version, | |
| ) | |
| except _InvalidReferent: | |
| _steps, deps, tsha = trace.finish() | |
| return ExecutionResult( | |
| status="INVALID_REFERENT", | |
| answer_value=None, | |
| answer_canonical=None, | |
| dependency_node_ids=deps, | |
| referent_cardinality=self._safe_referent_card(program, world), | |
| trace_sha256=tsha, | |
| executor_name=self.name, | |
| executor_version=self.version, | |
| ) | |
| except ExecutorError: | |
| _steps, deps, tsha = trace.finish() | |
| return ExecutionResult( | |
| status="ERROR", | |
| answer_value=None, | |
| answer_canonical=None, | |
| dependency_node_ids=deps, | |
| referent_cardinality=self._safe_referent_card(program, world), | |
| trace_sha256=tsha, | |
| executor_name=self.name, | |
| executor_version=self.version, | |
| ) | |
| def execute_selector(self, selector: AstNode, *, world: World) -> tuple[str, ...]: | |
| """Resolve a referent selector to its world node ids (``SELECT_SERIES``/``POINTS``).""" | |
| if selector.op == "SELECT_SERIES": | |
| sid = _ref_id(selector.args[0]) | |
| return (sid,) if _series(world, sid) is not None else () | |
| if selector.op == "POINTS": | |
| sid = _ref_id(selector.args[0]) | |
| series = _series(world, sid) | |
| if series is None: | |
| return () | |
| return tuple(str(p["id"]) for p in series.get("points", []) if isinstance(p, Mapping)) | |
| if selector.op == "SELECT_ENTITY": # parity; plot worlds carry no entities | |
| return () | |
| return () | |
| # --- referent precondition (§11.3) ------------------------------------ | |
| def _check_referent(self, program: Program, world: World, trace: _Trace) -> int | None: | |
| selector = program.referent_selector | |
| required = program.required_referent_cardinality | |
| if selector is None or required is None: | |
| # Set selector (COUNT/EXIST) or no selector: no scalar precondition. | |
| return None if selector is None else len(self.execute_selector(selector, world=world)) | |
| refs = self.execute_selector(selector, world=world) | |
| trace.record("REFERENT", refs, len(refs)) | |
| if len(refs) != required: | |
| raise _InvalidReferent( | |
| f"scalar referent cardinality {len(refs)} != required {required}" | |
| ) | |
| return len(refs) | |
| def _safe_referent_card(self, program: Program, world: World) -> int | None: | |
| if program.referent_selector is None: | |
| return None | |
| try: | |
| return len(self.execute_selector(program.referent_selector, world=world)) | |
| except ExecutorError: | |
| return None | |
| # --- evaluation -------------------------------------------------------- | |
| def _eval(self, node: Arg, world: World, trace: _Trace) -> Any: | |
| if not isinstance(node, AstNode): | |
| raise ExecutorError(f"expected an AST node, got {type(node).__name__}") | |
| op = node.op | |
| if op == "REF": | |
| return self._eval_ref(node, world, trace) | |
| if op == "LITERAL": | |
| return literal_value(node) | |
| if op == "SELECT_SERIES": | |
| sid = _ref_id(node.args[0]) | |
| series = _series(world, sid) | |
| if series is None: | |
| raise _MissingInformation(f"series {sid!r} not in world") | |
| trace.record("SELECT_SERIES", series, sid) | |
| return series | |
| if op == "SELECT_X": | |
| return str( | |
| literal_value(node.args[0]) if isinstance(node.args[0], AstNode) else node.args[0] | |
| ) | |
| if op == "LOOKUP": | |
| return self._eval_lookup(node, world, trace) | |
| if op == "POINTS": | |
| series = self._eval(node.args[0], world, trace) | |
| points = tuple(p for p in series.get("points", []) if isinstance(p, Mapping)) | |
| trace.record("POINTS", points, len(points)) | |
| return points | |
| if op in ("ARGMAX", "ARGMIN"): | |
| return self._eval_argextreme(op, node, world, trace) | |
| if op == "SUBTRACT": | |
| a = _as_number(self._eval(node.args[0], world, trace)) | |
| b = _as_number(self._eval(node.args[1], world, trace)) | |
| result = a - b | |
| trace.record("SUBTRACT", (), result) | |
| return result | |
| if op == "SUM": | |
| return self._eval_sum(node, world, trace) | |
| if op == "COUNT": | |
| points = self._eval(node.args[0], world, trace) | |
| count = len(points) | |
| trace.record("COUNT", points, count) | |
| return count | |
| if op == "EXIST": | |
| points = self._eval(node.args[0], world, trace) | |
| exists = bool(points) | |
| trace.record("EXIST", points, exists) | |
| return exists | |
| raise ExecutorError(f"unsupported plot op {op!r}") | |
| def _eval_ref(self, node: AstNode, world: World, trace: _Trace) -> Any: | |
| sid = _ref_id(node) | |
| series = _series(world, sid) | |
| if series is not None: | |
| trace.record("REF", series, sid) | |
| return series | |
| # A direct point/entity reference. | |
| point = _point(world, sid) | |
| if point is not None: | |
| trace.record("REF", point, sid) | |
| return point | |
| raise _MissingInformation(f"entity {sid!r} not in world") | |
| def _eval_lookup(self, node: AstNode, world: World, trace: _Trace) -> Fraction: | |
| series = self._eval(node.args[0], world, trace) | |
| x = self._eval(node.args[1], world, trace) | |
| for point in series.get("points", []): | |
| if isinstance(point, Mapping) and str(point.get("x", "")) == str(x): | |
| if point.get("y") in (None, "", "nan"): | |
| raise _MissingInformation(f"point {point.get('id')} value hidden") | |
| value = _as_number(point["y"]) | |
| trace.record("LOOKUP", point, value) | |
| return value | |
| raise _MissingInformation(f"x={x!r} not found in series {series.get('id')}") | |
| def _eval_argextreme( | |
| self, op: str, node: AstNode, world: World, trace: _Trace | |
| ) -> Mapping[str, Any]: | |
| points = self._eval(node.args[0], world, trace) | |
| if not points: | |
| raise _MissingInformation("argmax/argmin over empty point set") | |
| keyed: list[tuple[Fraction, Mapping[str, Any]]] = [] | |
| for p in points: | |
| if p.get("y") in (None, "", "nan"): | |
| raise _MissingInformation(f"point {p.get('id')} value hidden") | |
| keyed.append((_as_number(p["y"]), p)) | |
| # Deterministic: sort by (value, point id); ARGMAX → last, ARGMIN → first. | |
| keyed.sort(key=lambda kv: (kv[0], str(kv[1].get("id", "")))) | |
| chosen = keyed[-1] if op == "ARGMAX" else keyed[0] | |
| trace.record(op, chosen[1], chosen[1].get("id")) | |
| return chosen[1] | |
| def _eval_sum(self, node: AstNode, world: World, trace: _Trace) -> Fraction: | |
| total = Fraction(0) | |
| touched: list[Mapping[str, Any]] = [] | |
| for arg in node.args: | |
| val = self._eval(arg, world, trace) | |
| for v in _flatten_values(val): | |
| total += v | |
| if isinstance(val, tuple): | |
| touched.extend(p for p in val if isinstance(p, Mapping)) | |
| trace.record("SUM", touched, total) | |
| return total | |
| # --- answer projection ------------------------------------------------- | |
| def _project_answer(self, root: AstNode, value: Any) -> AnswerValue: | |
| rt = root.return_type | |
| if rt == "integer": | |
| return int(value) | |
| if rt == "boolean": | |
| return bool(value) | |
| if rt == "point": | |
| # ARGMAX/ARGMIN answer is the extremum point's x (the year/label). | |
| return str(value.get("x", "")) if isinstance(value, Mapping) else str(value) | |
| if rt in ("value", "number"): | |
| return _as_number(value) | |
| return str(value) | |
| # --- world helpers --------------------------------------------------------- | |
| def _series(world: World, sid: str) -> Mapping[str, Any] | None: | |
| for series in world.get("series", []) or []: | |
| if isinstance(series, Mapping) and series.get("id") == sid: | |
| return series | |
| return None | |
| def _point(world: World, pid: str) -> Mapping[str, Any] | None: | |
| for series in world.get("series", []) or []: | |
| for point in series.get("points", []) if isinstance(series, Mapping) else []: | |
| if isinstance(point, Mapping) and point.get("id") == pid: | |
| return point | |
| return None | |
| def _ref_id(arg: Any) -> str: | |
| if isinstance(arg, AstNode): | |
| return arg.ref_id() | |
| return str(arg) | |
| def _as_number(value: Any) -> Fraction: | |
| if isinstance(value, bool): # noqa: FBT001 - guard before int | |
| raise ExecutorError("boolean where a number was expected") | |
| if isinstance(value, Fraction): | |
| return value | |
| if isinstance(value, int): | |
| return Fraction(value) | |
| try: | |
| return Fraction(str(value)) | |
| except (ValueError, ZeroDivisionError) as exc: # unparseable → ERROR, never a crash/U | |
| raise ExecutorError(f"unparseable numeric value {value!r}") from exc | |
| def _flatten_values(val: Any) -> list[Fraction]: | |
| """Expand a SUM operand: a point-set → its y-values; a scalar → itself.""" | |
| if isinstance(val, tuple): | |
| out: list[Fraction] = [] | |
| for p in val: | |
| if isinstance(p, Mapping): | |
| if p.get("y") in (None, "", "nan"): | |
| raise _MissingInformation(f"point {p.get('id')} value hidden") | |
| out.append(_as_number(p["y"])) | |
| else: | |
| out.append(_as_number(p)) | |
| return out | |
| if isinstance(val, Mapping): # a single point | |
| if val.get("y") in (None, "", "nan"): | |
| raise _MissingInformation(f"point {val.get('id')} value hidden") | |
| return [_as_number(val["y"])] | |
| return [_as_number(val)] | |
| __all__ = ["PlotExecutor"] | |