From 2df6bca948b898b12db11df157e0229ca09b3dfb Mon Sep 17 00:00:00 2001 From: LordBaryhobal Date: Wed, 8 Jul 2026 23:26:48 +0200 Subject: [PATCH 01/12] fix(gen): improve cast assert message for columns --- midas/generator/generator.py | 114 ++++++++++++++++++++++++++--------- 1 file changed, 86 insertions(+), 28 deletions(-) diff --git a/midas/generator/generator.py b/midas/generator/generator.py index 18885a4..08edda7 100644 --- a/midas/generator/generator.py +++ b/midas/generator/generator.py @@ -269,7 +269,9 @@ class Generator(p.Stmt.Visitor[ast.stmt], p.Expr.Visitor[ast.expr]): alias: ast.expr = self._make_alias(expr.expr, expr2) type: Type = self._get_expr_type(expr) - asserts: list[ast.stmt] = self._make_cast_asserts(expr.location, alias, type) + asserts: list[ast.stmt] = self._make_cast_asserts( + expr.location, alias, type, context=[] + ) for assert_ in asserts: self._add_assert(assert_) @@ -526,7 +528,12 @@ class Generator(p.Stmt.Visitor[ast.stmt], p.Expr.Visitor[ast.expr]): raise RuntimeError(f"Cannot get type judgement for {query}") def _make_cast_asserts( - self, src_location: Location, expr: ast.expr, type: Type + self, + src_location: Location, + expr: ast.expr, + type: Type, + *, + context: list[str], ) -> list[ast.stmt]: """Generate assertions for the given cast expression @@ -535,6 +542,7 @@ class Generator(p.Stmt.Visitor[ast.stmt], p.Expr.Visitor[ast.expr]): the source file expr (ast.expr): the expression being cast type (Type): the target type + context (list[str]): the current context Returns: list[ast.stmt]: the generated assertion statements @@ -551,12 +559,16 @@ class Generator(p.Stmt.Visitor[ast.stmt], p.Expr.Visitor[ast.expr]): args=[expr, ast.Name(id=name)], keywords=[], ), - self._make_cast_assert_message(src_location, expr, type), + self._make_cast_assert_message( + src_location, expr, type, context=context + ), ) ] case DerivedType(type=base): - return self._make_cast_asserts(src_location, expr, base) + return self._make_cast_asserts( + src_location, expr, base, context=context + ) case UnitType(): return [ @@ -568,19 +580,25 @@ class Generator(p.Stmt.Visitor[ast.stmt], p.Expr.Visitor[ast.expr]): ast.Constant(value=None), ], ), - self._make_cast_assert_message(src_location, expr, type), + self._make_cast_assert_message( + src_location, expr, type, context=context + ), ), ] case AppliedType(body=body): - return self._make_cast_asserts(src_location, expr, body) + return self._make_cast_asserts( + src_location, expr, body, context=context + ) case ConstraintType(type=base, constraint=constraint): asserts: list[ast.stmt] = self._make_cast_asserts( - src_location, expr, base + src_location, expr, base, context=context ) asserts.append( - self._make_constraint_assert(src_location, expr, constraint) + self._make_constraint_assert( + src_location, expr, constraint, context=context + ) ) return asserts @@ -588,7 +606,9 @@ class Generator(p.Stmt.Visitor[ast.stmt], p.Expr.Visitor[ast.expr]): # TODO: check with type from arguments / use call-site context if bound is None: return [] - return self._make_cast_asserts(src_location, expr, bound) + return self._make_cast_asserts( + src_location, expr, bound, context=context + ) case TupleType(items=items): asserts: list[ast.stmt] = [ @@ -598,13 +618,17 @@ class Generator(p.Stmt.Visitor[ast.stmt], p.Expr.Visitor[ast.expr]): args=[expr, ast.Name(id="tuple")], keywords=[], ), - self._make_cast_assert_message(src_location, expr, type), + self._make_cast_assert_message( + src_location, expr, type, context=context + ), ), ] assert isinstance(expr, ast.Tuple) for item, item_type in zip(expr.elts, items): asserts.extend( - self._make_cast_asserts(src_location, item, item_type) + self._make_cast_asserts( + src_location, item, item_type, context=context + ) ) return asserts @@ -618,7 +642,11 @@ class Generator(p.Stmt.Visitor[ast.stmt], p.Expr.Visitor[ast.expr]): keywords=[], ), self._make_cast_assert_message( - src_location, expr, type, ": Not a dataframe" + src_location, + expr, + type, + context=context, + extra=": Not a dataframe", ), ), ] @@ -634,7 +662,8 @@ class Generator(p.Stmt.Visitor[ast.stmt], p.Expr.Visitor[ast.expr]): src_location, expr, type, - f": Missing column {column.name}", + context=context, + extra=f": Missing column '{column.name}'", ), ) ) @@ -645,6 +674,7 @@ class Generator(p.Stmt.Visitor[ast.stmt], p.Expr.Visitor[ast.expr]): value=expr, slice=ast.Constant(value=column.name) ), column.type, + context=context + [f"in column '{column.name}'"], ) ) return asserts @@ -659,12 +689,19 @@ class Generator(p.Stmt.Visitor[ast.stmt], p.Expr.Visitor[ast.expr]): keywords=[], ), self._make_cast_assert_message( - src_location, expr, type, ": Not a column" + src_location, + expr, + type, + context=context, + extra=": Not a column", ), ), ] inner_assert: Optional[ast.stmt] = self._make_column_inner_assert( - src_location, expr, type + src_location, + expr, + type, + context, ) if inner_assert is not None: asserts.append(inner_assert) @@ -689,7 +726,9 @@ class Generator(p.Stmt.Visitor[ast.stmt], p.Expr.Visitor[ast.expr]): location: Location, expr: ast.expr, type: Type, - extra: Optional[str] = None, + *, + context: list[str], + extra: str = "", ) -> ast.expr: """Build an AST node for a cast assertion message @@ -703,12 +742,14 @@ class Generator(p.Stmt.Visitor[ast.stmt], p.Expr.Visitor[ast.expr]): source file expr (ast.expr): the expression being cast type (Type): the target type - extra (Optional[str], optional): extra text to append at the end of - the message. Defaults to None. + context (list[str]): the current context + extra (str, optional): extra text to append at the end of + the message. Defaults to "". Returns: ast.expr: the generated message (as an f-string) """ + context_str: str = "".join(map(lambda c: f", {c}", context)) loc_str: str = f"{self.rel_src_path}:L{location.lineno}:{location.col_offset+1}" # f"file.py:L1:1: CastError: Cannot cast {type(expr).__name__} to Type" return ast.JoinedStr( @@ -725,12 +766,17 @@ class Generator(p.Stmt.Visitor[ast.stmt], p.Expr.Visitor[ast.expr]): ), conversion=-1, ), - ast.Constant(f" to {type}{extra or ''}"), + ast.Constant(f" to {type}{context_str}{extra}"), ] ) def _make_constraint_assert( - self, src_location: Location, expr: ast.expr, constraint: m.Expr + self, + src_location: Location, + expr: ast.expr, + constraint: m.Expr, + *, + context: list[str], ) -> ast.stmt: """Build an assertion for the given constraint on the given expression @@ -739,6 +785,7 @@ class Generator(p.Stmt.Visitor[ast.stmt], p.Expr.Visitor[ast.expr]): source file expr (ast.expr): the expression subject to `constraint` constraint (m.Expr): the constraint applied on `expr` + context (list[str]): the current context Returns: ast.stmt: the assert statement checking the constraint @@ -750,11 +797,13 @@ class Generator(p.Stmt.Visitor[ast.stmt], p.Expr.Visitor[ast.expr]): args=[expr], keywords=[], ), - self._make_constraint_assert_message(src_location, constraint), + self._make_constraint_assert_message( + src_location, constraint, context=context + ), ) def _make_constraint_assert_message( - self, location: Location, constraint: m.Expr + self, location: Location, constraint: m.Expr, *, context: list[str] ) -> ast.expr: """Build an assert message for the given constraint @@ -762,16 +811,18 @@ class Generator(p.Stmt.Visitor[ast.stmt], p.Expr.Visitor[ast.expr]): location (Location): the location of the cast expression in the source file constraint (m.Expr): the constraint + context (list[str]): the current context Returns: ast.expr: the assert message """ printer = MidasPrinter() constraint_str: str = printer.print(constraint) + context_str: str = "".join(map(lambda c: f", {c}", context)) loc_str: str = f"{self.rel_src_path}:L{location.lineno}:{location.col_offset+1}" # f"file.py:L1:1: ConstraintError: Value does not fit constraint 'v > 0'" return ast.Constant( - f"{loc_str}: ConstraintError: Value does not fit constraint '{constraint_str}'" + f"{loc_str}: ConstraintError: Value does not fit constraint '{constraint_str}'{context_str}" ) def _get_constraint(self, expr: m.Expr) -> ast.expr: @@ -880,7 +931,11 @@ class Generator(p.Stmt.Visitor[ast.stmt], p.Expr.Visitor[ast.expr]): ) def _make_column_inner_assert( - self, src_location: Location, column: ast.expr, type: ColumnType + self, + src_location: Location, + column: ast.expr, + type: ColumnType, + context: list[str], ) -> Optional[ast.stmt]: """Build a for-loop checking the type of values inside a column @@ -889,18 +944,21 @@ class Generator(p.Stmt.Visitor[ast.stmt], p.Expr.Visitor[ast.expr]): source file column (ast.expr): the column being cast type (ColumnType): the type of the column + context (list[str]): the current context Returns: Optional[ast.stmt]: a for-loop checking the values, or `None` if no assertions are necessary """ - # TODO: improve message, maybe chain contexts - col: ast.expr = ast.Name(id="col") - body: list[ast.stmt] = self._make_cast_asserts(src_location, col, type.type) + + value: ast.expr = ast.Name(id="value") + body: list[ast.stmt] = self._make_cast_asserts( + src_location, value, type.type, context=context + ) if len(body) == 0: return None return ast.For( - target=col, + target=value, iter=column, body=body, orelse=[], -- 2.54.0 From 653612ee87c5679105fd41f425ed247d7f1451f2 Mon Sep 17 00:00:00 2001 From: LordBaryhobal Date: Thu, 9 Jul 2026 00:02:25 +0200 Subject: [PATCH 02/12] feat(checker): add variance manager to improve recursive types --- midas/checker/midas.py | 8 ++-- midas/checker/variance.py | 79 +++++++++++++++++++++++++++++++++++++-- 2 files changed, 78 insertions(+), 9 deletions(-) diff --git a/midas/checker/midas.py b/midas/checker/midas.py index 02eb547..cfa881d 100644 --- a/midas/checker/midas.py +++ b/midas/checker/midas.py @@ -24,7 +24,7 @@ from midas.checker.types import ( TypeVar, UnknownType, ) -from midas.checker.variance import VarianceInferrer +from midas.checker.variance import VarianceManager from midas.lexer.midas import MidasLexer from midas.lexer.token import Token, TokenType from midas.parser.midas import MidasParser @@ -147,10 +147,8 @@ class MidasTyper(m.Stmt.Visitor[None], m.Expr.Visitor[Type], m.Type.Visitor[Type for stmt in stmts: stmt.accept(self) - for name, type in self.types._types.items(): - if isinstance(type, GenericType): - inferrer = VarianceInferrer(self.types) - self.types._types[name] = inferrer.infer(type) + manager: VarianceManager = VarianceManager(self.types) + manager.infer_all() def assert_bool(self, expr: m.Expr): """Check that the given expression is a subtype of `bool` or report an error diff --git a/midas/checker/variance.py b/midas/checker/variance.py index bcbdc2b..5a7bfc6 100644 --- a/midas/checker/variance.py +++ b/midas/checker/variance.py @@ -1,3 +1,5 @@ +from __future__ import annotations + from typing import Literal, Optional, cast from midas.checker.registry import Member, TypesRegistry @@ -73,10 +75,14 @@ class Tracker: class VarianceInferrer: """Helper class to compute type parameter variance""" - def __init__(self, types: TypesRegistry) -> None: - self.types: TypesRegistry = types + def __init__(self, manager: VarianceManager) -> None: + self.manager: VarianceManager = manager self.tracker: Tracker = Tracker([]) + @property + def types(self) -> TypesRegistry: + return self.manager.types + def infer(self, type: GenericType) -> GenericType: """Infer the variance of a generic type's parameters @@ -150,11 +156,13 @@ class VarianceInferrer: # Get inferred variance of parameters and multiply with current # polarity to recurse through arguments case AppliedType(name=name, args=args): - # TODO: handle mutually recursive types - if name == base_name: + if self.manager.is_in_queue(name): return + generic: Type = self.types.get_type(name) assert isinstance(generic, GenericType) + generic = self.manager.infer(name, generic) + params: list[TypeVar] = generic.params polarities: dict[Variance, Polarity] = { Variance.INVARIANT: 0, @@ -179,3 +187,66 @@ class VarianceInferrer: case TypeVar(): if type in self.tracker: self.tracker.record(type, polarity) + + +class VarianceManager: + """Coordinator for VarianceInferrer to handle recursive types""" + + def __init__(self, types: TypesRegistry) -> None: + self.types: TypesRegistry = types + self._queue: list[str] = [] + self._inferred: set[str] = set() + + def infer_all(self): + """Infer variance on all generic types defined in the registry""" + + for name, type in self.types._types.items(): + if isinstance(type, GenericType): + self.infer(name, type) + + def infer(self, name: str, type: GenericType) -> GenericType: + """Infer variance of parameters of the given type + + Args: + name (str): the type's name + type (GenericType): the type + + Returns: + GenericType: a new generic type with its parameters updated with + their inferred variance + """ + if self.is_inferred(name): + return type + + self._queue.append(name) + + inferrer: VarianceInferrer = VarianceInferrer(self) + inferred: GenericType = inferrer.infer(type) + self.types._types[name] = inferred + + self._queue.pop() + self._inferred.add(name) + + return inferred + + def is_in_queue(self, name: str) -> bool: + """Whether the given type's variance is currently being inferred + + Args: + name (str): the type's name + + Returns: + bool: whether the type is in the queue + """ + return name in self._queue + + def is_inferred(self, name: str) -> bool: + """Whether the given type's variance has already been inferred + + Args: + name (str): the type's name + + Returns: + bool: whether the type has been processed + """ + return name in self._inferred -- 2.54.0 From aaa6d945d107234283a144f2d752888ff02604fa Mon Sep 17 00:00:00 2001 From: LordBaryhobal Date: Thu, 9 Jul 2026 00:25:23 +0200 Subject: [PATCH 03/12] fix: tidy some TODOs --- midas/checker/frames/frame_manager.py | 2 +- midas/checker/python.py | 12 +++++------- midas/checker/registry.py | 1 - midas/generator/generator.py | 1 - midas/generator/stubs.py | 6 ++++-- 5 files changed, 10 insertions(+), 12 deletions(-) diff --git a/midas/checker/frames/frame_manager.py b/midas/checker/frames/frame_manager.py index 74db171..72146b3 100644 --- a/midas/checker/frames/frame_manager.py +++ b/midas/checker/frames/frame_manager.py @@ -232,7 +232,7 @@ class FrameManager: if col.name == name: index = i replace = True - # TODO: check column type here to prevent changing it + # TODO: might want to check column type here to disallow changing it new_columns.append(col) new_col: DataFrameType.Column = DataFrameType.Column( diff --git a/midas/checker/python.py b/midas/checker/python.py index ef8e688..cb67492 100644 --- a/midas/checker/python.py +++ b/midas/checker/python.py @@ -454,7 +454,6 @@ class PythonTyper( self.env.define(stmt.name, function) def visit_type_assign(self, stmt: p.TypeAssign) -> None: - # TODO check not yet defined locally type: Type = self.resolve_type_expr(stmt.type) self.env.define(stmt.name, type) @@ -844,7 +843,7 @@ class PythonTyper( def visit_ternary_expr(self, expr: p.TernaryExpr) -> Type: test_type: Type = self.type_of(expr.test) - # TODO Allow subtypes or any type + # Strict: test must be a subtype of bool, or UnknownType if ( not self.is_subtype(test_type, self.types.get_type("bool")) and test_type != UnknownType() @@ -1154,8 +1153,9 @@ class PythonTyper( return False, None if key is None: - # TODO: check that value is always a dict - assert isinstance(value_val, dict) + # If literal value is not a dict, invalid Python -> abort + if not isinstance(value_val, dict): + return False, None pairs.extend(value_val.items()) else: pairs.append((key_val, value_val)) @@ -1281,9 +1281,7 @@ class PythonTyper( case BaseType(): # TODO: do we want to allow cast(float, int)? would require runtime conversion - if not self.types.is_subtype( - subject_type, target_type - ) or not self.types.is_subtype(target_type, subject_type): + if not self.types.are_equivalent(subject_type, target_type): self.reporter.error( expr.location, f"Value {lit_value!r} of type {subject_type} cannot be cast as {target_type}", diff --git a/midas/checker/registry.py b/midas/checker/registry.py index 0c97074..3ce265e 100644 --- a/midas/checker/registry.py +++ b/midas/checker/registry.py @@ -213,7 +213,6 @@ class TypesRegistry: return True case (ColumnType(type=inner1), ColumnType(type=inner2)): - # TODO: invariant, replace ColumnType with simple GenericType if not self.are_equivalent(inner1, inner2): return False return True diff --git a/midas/generator/generator.py b/midas/generator/generator.py index 08edda7..3cf2423 100644 --- a/midas/generator/generator.py +++ b/midas/generator/generator.py @@ -354,7 +354,6 @@ class Generator(p.Stmt.Visitor[ast.stmt], p.Expr.Visitor[ast.expr]): ) def visit_type_assign(self, stmt: p.TypeAssign) -> ast.stmt: - # TODO: is that ok? return ast.Pass() def visit_assign_stmt(self, stmt: p.AssignStmt) -> ast.stmt: diff --git a/midas/generator/stubs.py b/midas/generator/stubs.py index b228916..1875f93 100644 --- a/midas/generator/stubs.py +++ b/midas/generator/stubs.py @@ -53,7 +53,7 @@ class StubsGenerator: self.import_pandas = False for name, type in self.types._types.items(): # Skip builtin types, not just based on name so the user can override - # TODO: check if added members on builtin type + # TODO: check if added members on builtin type, or prevent it match type: case BaseType(name=name_) if name == name_: continue @@ -105,7 +105,9 @@ class StubsGenerator: """ base_type: Type = type - # TODO: improve + # Generate simple assignment for type aliases + # A type alias will have a name that is different from the type represents + # or will neither be a `DeriveType` nor a `GenericType` match type: case DerivedType(name=name_) | GenericType(name=name_) if name_ == name: pass -- 2.54.0 From 99350a9505f069591b86c75788cbaa7a6788ad56 Mon Sep 17 00:00:00 2001 From: LordBaryhobal Date: Thu, 9 Jul 2026 12:32:27 +0200 Subject: [PATCH 04/12] docs: add description of function subtyping --- docs/function_subtyping.typ | 97 +++++++++++++++++++++++++++++++++++++ 1 file changed, 97 insertions(+) create mode 100644 docs/function_subtyping.typ diff --git a/docs/function_subtyping.typ b/docs/function_subtyping.typ new file mode 100644 index 0000000..d6dc029 --- /dev/null +++ b/docs/function_subtyping.typ @@ -0,0 +1,97 @@ +#import "@preview/curryst:0.6.0": prooftree, rule, rule-set +#import "@preview/gentle-clues:1.3.1" as gc +#import "@preview/lovelace:0.3.1": pseudocode-list + +#set text(font: "Source Sans 3") +#show link: set text(fill: blue) +#set document( + title: [Function subtyping rule], +) + +#let req = math.op("req") + +#align(center, title()) + + +This document formalizes the logic used when checking whether a function is a subtype of another. + += Definitions + +A *Parameter specification* has a list of positional-only parameters $P$, mixed parameters $M$ and keyword-only parameters $K$: +$ S = (P, M, K) $ + +A *Parameter* has an index $i$, a name $n$ and a required flag $r$: +$ p = (i, n, r) $ + +A *Function* has a param spec $S$ and a return type $R$: +$ F = (S, R) $ + += Main rules + +We want to define a rule for checking structural subtyping of functions, i.e. to check when $F_1 <: F_2$ + +There are two conditions to check: +#align(center, prooftree( + rule( + $Gamma tack S_2 <: S_1$, + $Gamma tack R_1 <: R_2$, + $Gamma tack F_1 <: F_2$, + ), +)) + +The second condition is trivial to check. +The first condition is a bit more tricky. + +For a parameter specification $S_2$ to be a subtype of another $S_1$, the latter needs to be fully compatible with any usages of the former. What this means is that #link()[(1)] any argument that can be passed to $S_2$ must be accepted by $S_1$, and #link()[(2)] $S_1$ must not have additional required arguments that are not in $S_2$. However, $S_1$ can have additional optional parameters not present in $S_2$. + +After mapping parameters of $S_1$ and $S_2$, types must be checked such that if a parameter $p_i: T in S_1$ is mapped to a parameter $q_j: U in S_2$, $U <: T$. + += Detailed rules for *ParamSpec* subtyping + +#gc.info(title: [Notation])[ + In the following equations: + - the notation $S in.rev a^i: T$ will be used to denote that a parameter spec $S$ accepts an argument named $a$ at index $i$ of type $T$ + - the special name $alpha$ will be used to denote any argument without a specific name + - the special name $phi$ will be used to denote any parameter without a specific name + - $AA$ denotes the group of all arguments, i.e. $alpha in AA$ + - $PP$ denotes the group of all parameters, i.e. $p in PP$ + - $req(S, alpha)$ is a predicate checking whether $alpha$ is required in $S$ +] + +== Arguments of $S_2$ are compatible with $S_1$ + +Formally, the condition is: +$ + forall alpha in AA, S_2 in.rev alpha => S_1 in.rev alpha +$ + +Let $S_1 = (P_1, M_1, K_1)$ and $S_2 = (P_2, M_2, K_2)$. + +For each positional-only parameter $phi_i in P_2$, $phi_i in P_1 or phi_i in M_1$. A positional-only parameter of $S_2$ can either be positional-only or mixed in $S_1$. Additionally, $not req(S_2, phi_i) => not req(S_1, phi_i)$. If $phi_i$ is optional in $S_2$, it must also be optional in $S_1$ so that a call omitting it is valid. + +Similarly, for each keyword-only parameter $p in K_2$, $p in K_1 or p in M_1$. A keyword-only parameter of $S_2$ can either be keyword-only or mixed in $S_1$. Additionally, $not req(S_2, p) => not req(S_1, p)$. If $p$ is optional in $S_2$, it must also be optional in $S_1$ so that a call omitting it is valid. + +Finally, for mixed parameters, the rule is slightly more complex. Either there is a corresponding mixed parameter in $S_1$, or the parameter is covered by both a positional/mixed and a keyword/mixed parameter. In the second case, we must keep in mind that only one of the match will made at runtime, or maybe even none if the parameter is optional in $S_2$, meaning the parameters in $S_1$ _must_ be optional. + +We can thus split the rule in two. $forall p_i in M_2$: +$ + cases( + p_i in M_1 and not req(S_2, p_i) => not req(S_1, p_i), + "or", + underbrace((phi_i in P_1 or phi_i in M_1), "Positional") and + underbrace((p in K_1 or p in M_1), "Keyword") and + underbrace((not req(S_1, phi_i) and not req(S_1, p)), "Optional") + ) +$ + +== No additional required arguments in $S_1$ + +Formally, the condition is: +$ + forall alpha in AA, S_1 in.rev alpha and req(S_1, alpha) => S_2 in.rev alpha and req(S_2, alpha) +$ + +Each parameter in $S_1$ that is not matched by a parameter in $S_2$ must be optional: +$ + forall p_i in S_1, p_i in.not S_2 => not req(S_1, p_i) +$ -- 2.54.0 From f314a95e87c9b41488f9a02b3ebeef155ef9d459 Mon Sep 17 00:00:00 2001 From: LordBaryhobal Date: Thu, 9 Jul 2026 12:32:51 +0200 Subject: [PATCH 05/12] fix(checker): fix function subtyping logic --- midas/checker/registry.py | 186 +++++++++++++++++++++++--------------- 1 file changed, 113 insertions(+), 73 deletions(-) diff --git a/midas/checker/registry.py b/midas/checker/registry.py index 3ce265e..d85456e 100644 --- a/midas/checker/registry.py +++ b/midas/checker/registry.py @@ -1,6 +1,6 @@ import logging from dataclasses import dataclass -from typing import Optional +from typing import Optional, TypeAlias from midas.ast.midas import MemberKind from midas.checker.builtins import BUILTIN_SUBTYPES @@ -24,6 +24,8 @@ from midas.checker.types import ( substitute_typevars, ) +Match: TypeAlias = tuple[Function.Parameter, Function.Parameter] + @dataclass class Member: @@ -259,7 +261,6 @@ class TypesRegistry: """ return self.is_subtype(type1, type2) and self.is_subtype(type2, type1) - # TODO: verify the logic in here def is_func_subtype(self, func1: Function, func2: Function) -> bool: """Check whether a function is a subtype of another @@ -270,14 +271,24 @@ class TypesRegistry: Returns: bool: whether `func1` is a subtype of `func2` """ + + # Let func1 = (S1, R1) where S1 = (P1, M1, K1) + # Let func2 = (S2, R2) where S2 = (P2, M2, K2) + # We want to check that func1 <: func2 + # i.e. R1 <: R2 and S2 <: S1 + + # R1 <: R2 if not self.is_subtype(func1.returns, func2.returns): return False + # Extract P1, M1, K1 pos1: list[Function.Parameter] = func1.params.pos mixed1: list[Function.Parameter] = func1.params.mixed kw1: dict[str, Function.Parameter] = { param.name: param for param in func1.params.kw } + + # Extract P2, M2, K2 pos2: list[Function.Parameter] = func2.params.pos mixed2: list[Function.Parameter] = func2.params.mixed kw2: dict[str, Function.Parameter] = { @@ -285,89 +296,118 @@ class TypesRegistry: } mixed_by_pos: dict[int, Function.Parameter] = { - param.pos: param for param in mixed2 + param.pos: param for param in mixed1 } mixed_by_name: dict[str, Function.Parameter] = { - param.name: param for param in mixed2 + param.name: param for param in mixed1 } - def is_arg_subtype(sub: Function.Parameter, sup: Function.Parameter) -> bool: - if not self.is_subtype(sub.type, sup.type): - return False - if not sup.required and sub.required: - return False - return True + matches: list[Match] = [] - for param1 in pos1: - param2: Function.Parameter - if param1.pos < len(pos2): - param2 = pos2[param1.pos] - elif param1.pos in mixed_by_pos: - param2 = mixed_by_pos[param1.pos] - elif not param1.required: - continue - else: - return False - if not is_arg_subtype(param2, param1): - return False - - for name, param1 in kw1.items(): - param2: Function.Parameter - if name in kw2: - param2 = kw2[name] - elif name in mixed_by_name: - param2 = mixed_by_name[name] - elif not param1.required: - continue - else: - return False - if not is_arg_subtype(param2, param1): - return False - - for param1 in mixed1: - pos_param2: Optional[Function.Parameter] = None - kw_param2: Optional[Function.Parameter] = None - if param1.name in kw2: - kw_param2 = kw2[param1.name] - elif param1.name in mixed_by_name: - kw_param2 = mixed_by_name[param1.name] - if param1.pos < len(pos2): - pos_param2 = pos2[param1.pos] - elif param1.pos in mixed_by_pos: - pos_param2 = mixed_by_pos[param1.pos] - - # No match in func2 and arg is required - if pos_param2 is None and kw_param2 is None and param1.required: - return False - - # Matching keyword argument - if kw_param2 is not None and not is_arg_subtype(kw_param2, param1): - return False - - # Matching positional argument - if pos_param2 is not None and not is_arg_subtype(pos_param2, param1): - return False - - mixed_positions: set[int] = {param.pos for param in mixed1} - mixed_names: set[str] = {param.name for param in mixed1} + # Each parameter at position i in P2 must be valid at position i in S1 + # either as a positional-only parameter in P1 + # or a mixed parameter in M1 for param2 in pos2: - if not param2.required: - continue - if param2.pos >= len(pos1) and param2.pos not in mixed_positions: + param1: Function.Parameter + + # In P1 + if param2.pos < len(pos1): + param1 = pos1[param2.pos] + + # In M1 + elif param2.pos in mixed_by_pos: + param1 = mixed_by_pos[param2.pos] + + else: return False + # not req(p2) => not req(p1) + if not param2.required and param1.required: + return False + matches.append((param1, param2)) + + # Each parameter named p in K2 must be valid with name p in S1 + # either as a keyword-only parameter in K1 + # or a mixed parameter in M1 for name, param2 in kw2.items(): - if not param2.required: - continue - if name not in kw1 and name not in mixed_names: + param1: Function.Parameter + + # In K1 + if name in kw1: + param1 = kw1[name] + + # in M1 + elif name in mixed_by_name: + param1 = mixed_by_name[name] + else: return False + # not req(p2) => not req(p1) + if not param2.required and param1.required: + return False + matches.append((param1, param2)) + + # Each parameter named p at position i in M2 must be valid with name p + # in S1 *and* at position i in S1 + # either as a single mixed parameter in M1 + # or split into a positional parameter in P1/M1 + # and a keyword parameter in K1/M1 for param2 in mixed2: - if param2.required: - continue - pos_match: bool = param2.pos < len(pos1) or param2.pos in mixed_positions - kw_match: bool = param2.name in kw1 or param2.name in mixed_names - if not pos_match or not kw_match: + pos_param1: Optional[Function.Parameter] = None + kw_param1: Optional[Function.Parameter] = None + + # By name in K1 + if param2.name in kw1: + kw_param1 = kw1[param2.name] + + # By name in M1 + elif param2.name in mixed_by_name: + kw_param1 = mixed_by_name[param2.name] + + # By pos in P1 + if param2.pos < len(pos1): + pos_param1 = pos1[param2.pos] + + # By pos in M1 + elif param2.pos in mixed_by_pos: + pos_param1 = mixed_by_pos[param2.pos] + + # Not fully covered + if pos_param1 is None or kw_param1 is None: + return False + + # Covered by unique mixed parameter in M1 + if pos_param1 == kw_param1: + param1: Function.Parameter = pos_param1 + # not req(p2) => not req(p1) + if not param2.required and param1.required: + return False + + matches.append((param1, param2)) + + else: + # not req(p1) + if pos_param1.required or kw_param1.required: + return False + + matches.append((pos_param1, param2)) + matches.append((kw_param1, param2)) + + def is_matched(param: Function.Parameter) -> bool: + for p1, _ in matches: + if p1 == param: + return True + return False + + all_params1: list[Function.Parameter] = pos1 + mixed1 + list(kw1.values()) + + for param1 in all_params1: + # No new required parameters + if not is_matched(param1) and param1.required: + return False + + for param1, param2 in matches: + if not self.is_subtype(param2.type, param1.type): return False return True -- 2.54.0 From 4d343a61ff4b66cffe145e596b533a920f62b129 Mon Sep 17 00:00:00 2001 From: LordBaryhobal Date: Thu, 9 Jul 2026 14:15:36 +0200 Subject: [PATCH 06/12] feat!: remove Python constraint type this feature was only partially implemented (parsing) and the syntax was not ideal so this commit removes it entirely --- gen/python.py | 5 -- midas/ast/printer/python_ast.py | 8 --- midas/ast/python.py | 12 ---- midas/checker/python.py | 4 -- midas/checker/types.py | 4 +- midas/cli/highlighter.py | 4 -- midas/cli/hl_python.css | 4 -- midas/parser/python.py | 25 -------- tests/cases/checker/01_simple_types.py | 2 +- .../cases/checker/01_simple_types.py.ref.json | 14 ---- tests/cases/python-parser/01_simple_types.py | 2 +- .../python-parser/01_simple_types.py.ref.json | 10 +-- tests/cases/python-parser/02_custom_types.py | 8 +-- .../python-parser/02_custom_types.py.ref.json | 55 ++-------------- tests/cases/python-parser/03_functions.py | 9 ++- .../python-parser/03_functions.py.ref.json | 64 +++---------------- tests/serializer/python.py | 8 --- 17 files changed, 29 insertions(+), 209 deletions(-) diff --git a/gen/python.py b/gen/python.py index 6a3b1eb..6ab9a6c 100644 --- a/gen/python.py +++ b/gen/python.py @@ -44,11 +44,6 @@ class BaseType: args: tuple[MidasType, ...] -class ConstraintType: - type: MidasType - constraint: ast.expr - - class FrameColumn: name: Optional[str] type: Optional[MidasType] diff --git a/midas/ast/printer/python_ast.py b/midas/ast/printer/python_ast.py index b51c8f9..d2214e0 100644 --- a/midas/ast/printer/python_ast.py +++ b/midas/ast/printer/python_ast.py @@ -18,14 +18,6 @@ class PythonAstPrinter( self._write_line(f"base: {node.base}") self._write_sequence("args", node.args, last=True) - def visit_constraint_type(self, node: p.ConstraintType) -> None: - self._write_line("ConstraintType") - with self._child_level(): - self._write_line("type") - with self._child_level(single=True): - node.type.accept(self) - self._write_line(f"constraint: {ast.unparse(node.constraint)}", last=True) - def visit_frame_column(self, node: p.FrameColumn) -> None: self._write_line("FrameColumn") with self._child_level(): diff --git a/midas/ast/python.py b/midas/ast/python.py index 9b48552..cd28193 100644 --- a/midas/ast/python.py +++ b/midas/ast/python.py @@ -52,9 +52,6 @@ class MidasType(ABC): @abstractmethod def visit_base_type(self, node: BaseType) -> T: ... - @abstractmethod - def visit_constraint_type(self, node: ConstraintType) -> T: ... - @abstractmethod def visit_frame_column(self, node: FrameColumn) -> T: ... @@ -71,15 +68,6 @@ class BaseType(MidasType): return visitor.visit_base_type(self) -@dataclass(frozen=True) -class ConstraintType(MidasType): - type: MidasType - constraint: ast.expr - - def accept(self, visitor: MidasType.Visitor[T]) -> T: - return visitor.visit_constraint_type(self) - - @dataclass(frozen=True) class FrameColumn(MidasType): name: Optional[str] diff --git a/midas/checker/python.py b/midas/checker/python.py index cb67492..0eb751f 100644 --- a/midas/checker/python.py +++ b/midas/checker/python.py @@ -985,10 +985,6 @@ class PythonTyper( return self.types.apply_generic(base, args) return base - def visit_constraint_type(self, node: p.ConstraintType) -> Type: - self.reporter.warning(node.location, "ConstraintType not yet supported") - return UnknownType() - def visit_frame_column(self, node: p.FrameColumn) -> ColumnType: return ColumnType( type=( diff --git a/midas/checker/types.py b/midas/checker/types.py index ae56374..2becf9b 100644 --- a/midas/checker/types.py +++ b/midas/checker/types.py @@ -437,8 +437,8 @@ def to_annotation(type: Type) -> str: case AppliedType(name=name, args=args): return f"{name}[{', '.join(map(to_annotation, args))}]" - case ConstraintType(): - return str(type) + case ConstraintType(type=base): + return to_annotation(base) case TupleType(items=items): return f"Tuple[{', '.join(map(to_annotation, items))}]" diff --git a/midas/cli/highlighter.py b/midas/cli/highlighter.py index 2db4637..4929b0c 100644 --- a/midas/cli/highlighter.py +++ b/midas/cli/highlighter.py @@ -138,10 +138,6 @@ class PythonHighlighter( self.wrap(arg, "arg") arg.accept(self) - def visit_constraint_type(self, node: p.ConstraintType) -> None: - self.wrap(node, "constraint-type") - node.type.accept(self) - def visit_frame_column(self, node: p.FrameColumn) -> None: self.wrap(node, "frame-column") if node.type is not None: diff --git a/midas/cli/hl_python.css b/midas/cli/hl_python.css index b0b29d0..4df89b5 100644 --- a/midas/cli/hl_python.css +++ b/midas/cli/hl_python.css @@ -7,10 +7,6 @@ span { --col: 103, 192, 224; } - &.constraint-type { - --col: 174, 200, 195; - } - &.frame-column { --col: 216, 231, 81; } diff --git a/midas/parser/python.py b/midas/parser/python.py index b18bb62..f2ba14a 100644 --- a/midas/parser/python.py +++ b/midas/parser/python.py @@ -9,7 +9,6 @@ from midas.ast.python import ( CallExpr, CastExpr, CompareExpr, - ConstraintType, DictExpr, Expr, ExpressionStmt, @@ -337,30 +336,6 @@ class PythonParser: args=(), ) - case ast.BinOp(left=left_expr, op=ast.Add(), right=right_expr): - left = self._parse_type(left_expr) - match left: - # If chained constraints, separate base type and rebuild constraint - case ConstraintType(type=left_type, constraint=left_constraint): - constraint = ast.BinOp( - left=left_constraint, - op=ast.Add(), - right=right_expr, - ) - ast.copy_location(constraint, type_expr) - return ConstraintType( - location=loc, - type=left_type, - constraint=constraint, - ) - - case _: - return ConstraintType( - location=loc, - type=left, - constraint=right_expr, - ) - case ast.Constant(value=None): return BaseType( location=loc, diff --git a/tests/cases/checker/01_simple_types.py b/tests/cases/checker/01_simple_types.py index 3566f9a..cc4fa9e 100644 --- a/tests/cases/checker/01_simple_types.py +++ b/tests/cases/checker/01_simple_types.py @@ -5,7 +5,7 @@ from __future__ import annotations df: Frame[ verified: bool, birth_year: int, - height: float + ( _ > 0 ) + ( _ < 250 ), + height: float, name: str, date: datetime, float, diff --git a/tests/cases/checker/01_simple_types.py.ref.json b/tests/cases/checker/01_simple_types.py.ref.json index 8767cf3..8d0dbb4 100644 --- a/tests/cases/checker/01_simple_types.py.ref.json +++ b/tests/cases/checker/01_simple_types.py.ref.json @@ -1,19 +1,5 @@ { "diagnostics": [ - { - "type": "Warning", - "location": { - "start": [ - 8, - 12 - ], - "end": [ - 8, - 43 - ] - }, - "message": "ConstraintType not yet supported" - }, { "type": "Warning", "location": { diff --git a/tests/cases/python-parser/01_simple_types.py b/tests/cases/python-parser/01_simple_types.py index 3566f9a..cc4fa9e 100644 --- a/tests/cases/python-parser/01_simple_types.py +++ b/tests/cases/python-parser/01_simple_types.py @@ -5,7 +5,7 @@ from __future__ import annotations df: Frame[ verified: bool, birth_year: int, - height: float + ( _ > 0 ) + ( _ < 250 ), + height: float, name: str, date: datetime, float, diff --git a/tests/cases/python-parser/01_simple_types.py.ref.json b/tests/cases/python-parser/01_simple_types.py.ref.json index 1dbaa9e..6e70f5a 100644 --- a/tests/cases/python-parser/01_simple_types.py.ref.json +++ b/tests/cases/python-parser/01_simple_types.py.ref.json @@ -40,13 +40,9 @@ "_type": "FrameColumn", "name": "height", "type": { - "_type": "ConstraintType", - "type": { - "_type": "BaseType", - "base": "float", - "args": [] - }, - "constraint": "(_ > 0) + (_ < 250)" + "_type": "BaseType", + "base": "float", + "args": [] } }, { diff --git a/tests/cases/python-parser/02_custom_types.py b/tests/cases/python-parser/02_custom_types.py index 1725bf4..b034594 100644 --- a/tests/cases/python-parser/02_custom_types.py +++ b/tests/cases/python-parser/02_custom_types.py @@ -16,10 +16,6 @@ lat2: Latitude = lat[1] lat_diff: Difference[Latitude] = lat2 - lat1 df2: Frame[ - age: int + (_ >= 0), - height: float + (_ >= 0), -] -df2_bis: Frame[ - age: int + Positive, - height: float + Positive, + age: int, + height: float, ] diff --git a/tests/cases/python-parser/02_custom_types.py.ref.json b/tests/cases/python-parser/02_custom_types.py.ref.json index e59716d..1744630 100644 --- a/tests/cases/python-parser/02_custom_types.py.ref.json +++ b/tests/cases/python-parser/02_custom_types.py.ref.json @@ -227,61 +227,18 @@ "_type": "FrameColumn", "name": "age", "type": { - "_type": "ConstraintType", - "type": { - "_type": "BaseType", - "base": "int", - "args": [] - }, - "constraint": "_ >= 0" + "_type": "BaseType", + "base": "int", + "args": [] } }, { "_type": "FrameColumn", "name": "height", "type": { - "_type": "ConstraintType", - "type": { - "_type": "BaseType", - "base": "float", - "args": [] - }, - "constraint": "_ >= 0" - } - } - ] - } - }, - { - "_type": "TypeAssign", - "name": "df2_bis", - "type": { - "_type": "FrameType", - "columns": [ - { - "_type": "FrameColumn", - "name": "age", - "type": { - "_type": "ConstraintType", - "type": { - "_type": "BaseType", - "base": "int", - "args": [] - }, - "constraint": "Positive" - } - }, - { - "_type": "FrameColumn", - "name": "height", - "type": { - "_type": "ConstraintType", - "type": { - "_type": "BaseType", - "base": "float", - "args": [] - }, - "constraint": "Positive" + "_type": "BaseType", + "base": "float", + "args": [] } } ] diff --git a/tests/cases/python-parser/03_functions.py b/tests/cases/python-parser/03_functions.py index 3b07899..cce027d 100644 --- a/tests/cases/python-parser/03_functions.py +++ b/tests/cases/python-parser/03_functions.py @@ -4,11 +4,10 @@ from __future__ import annotations def func( - col1: Column[float + (0 <= _ <= 1)], - col2: Column[float + (0 <= _ <= 1)], -) -> Column[float + (0 <= _ <= 2)]: - result: Column[float + (0 <= _ <= 2)] = col1 + col2 - return result + col1: Column[float], + col2: Column[float], +) -> Column[float]: + return col1 + col2 def func2(a: int, /, b: float, *, c: str): diff --git a/tests/cases/python-parser/03_functions.py.ref.json b/tests/cases/python-parser/03_functions.py.ref.json index a4aafdf..b935467 100644 --- a/tests/cases/python-parser/03_functions.py.ref.json +++ b/tests/cases/python-parser/03_functions.py.ref.json @@ -26,13 +26,9 @@ "base": "Column", "args": [ { - "_type": "ConstraintType", - "type": { - "_type": "BaseType", - "base": "float", - "args": [] - }, - "constraint": "0 <= _ <= 1" + "_type": "BaseType", + "base": "float", + "args": [] } ] }, @@ -45,13 +41,9 @@ "base": "Column", "args": [ { - "_type": "ConstraintType", - "type": { - "_type": "BaseType", - "base": "float", - "args": [] - }, - "constraint": "0 <= _ <= 1" + "_type": "BaseType", + "base": "float", + "args": [] } ] }, @@ -65,44 +57,15 @@ "base": "Column", "args": [ { - "_type": "ConstraintType", - "type": { - "_type": "BaseType", - "base": "float", - "args": [] - }, - "constraint": "0 <= _ <= 2" + "_type": "BaseType", + "base": "float", + "args": [] } ] }, "body": [ { - "_type": "TypeAssign", - "name": "result", - "type": { - "_type": "BaseType", - "base": "Column", - "args": [ - { - "_type": "ConstraintType", - "type": { - "_type": "BaseType", - "base": "float", - "args": [] - }, - "constraint": "0 <= _ <= 2" - } - ] - } - }, - { - "_type": "AssignStmt", - "targets": [ - { - "_type": "VariableExpr", - "name": "result" - } - ], + "_type": "ReturnStmt", "value": { "_type": "BinaryExpr", "left": { @@ -115,13 +78,6 @@ "name": "col2" } } - }, - { - "_type": "ReturnStmt", - "value": { - "_type": "VariableExpr", - "name": "result" - } } ] }, diff --git a/tests/serializer/python.py b/tests/serializer/python.py index 8bd73a7..89a097c 100644 --- a/tests/serializer/python.py +++ b/tests/serializer/python.py @@ -8,7 +8,6 @@ from midas.ast.python import ( CallExpr, CastExpr, CompareExpr, - ConstraintType, DictExpr, Expr, ExpressionStmt, @@ -106,13 +105,6 @@ class PythonAstJsonSerializer( "args": self._serialize_list(node.args), } - def visit_constraint_type(self, node: ConstraintType) -> dict: - return { - "_type": "ConstraintType", - "type": node.type.accept(self), - "constraint": ast.unparse(node.constraint), - } - def visit_frame_column(self, node: FrameColumn) -> dict: return { "_type": "FrameColumn", -- 2.54.0 From 742693fa389fec3629d4c33f2e520870df964ffd Mon Sep 17 00:00:00 2001 From: LordBaryhobal Date: Thu, 9 Jul 2026 15:55:06 +0200 Subject: [PATCH 07/12] chore: add script to check docstrings --- scripts/docstring_checker.py | 174 +++++++++++++++++++++++++++++++++++ 1 file changed, 174 insertions(+) create mode 100644 scripts/docstring_checker.py diff --git a/scripts/docstring_checker.py b/scripts/docstring_checker.py new file mode 100644 index 0000000..b021cb3 --- /dev/null +++ b/scripts/docstring_checker.py @@ -0,0 +1,174 @@ +import ast +import re +from dataclasses import dataclass +from pathlib import Path +from typing import Any, Optional + + +@dataclass +class ArgDoc: + name: str + type: str + optional: bool + + +@dataclass +class Param: + name: str + annotation: Optional[str] + optional: bool + + +class Checker(ast.NodeVisitor): + def _get_args(self, docstring: str) -> list[ArgDoc]: + args: list[ArgDoc] = [] + + in_args: bool = False + for line in docstring.splitlines(): + if not in_args: + if line == "Args:": + in_args = True + continue + + # End of args + if not line.startswith(" "): + break + + # Continuation line + if line.startswith(" "): + continue + + line = line.strip() + m = re.match(r"(?P\w+) \((?P.*?)(?P, optional)?\):", line) + if m is None: + continue + + args.append( + ArgDoc( + name=m.group("name"), + type=m.group("type"), + optional=m.group("opt") is not None, + ) + ) + + return args + + def log(self, node: ast.FunctionDef, msg: str): + loc: str = f"{node.name} L{node.lineno}:{node.col_offset+1}" + print(f" ({loc}) {msg}") + + def _is_ignored(self, node: ast.FunctionDef) -> bool: + name: str = node.name + if name.startswith("visit_") or name.startswith("_visit_"): + return True + if name.startswith("parse_") or name.startswith("_parse_"): + return True + if name.startswith("_print"): + return True + if name.startswith("_write"): + return True + if name.startswith("__") and name.endswith("__"): + return True + if name == "accept": + return True + node.decorator_list + match node: + case ast.FunctionDef( + decorator_list=[ + ast.Call( + func=ast.Name(id="method"), + ), + ], + ): + return True + return False + + def visit_FunctionDef(self, node: ast.FunctionDef) -> Any: + docstring: Optional[str] = ast.get_docstring(node) + func_name: str = node.name + if docstring is None: + if not self._is_ignored(node): + self.log(node, f"Missing docstring for function {func_name}") + return + + args_doc: list[ArgDoc] = self._get_args(docstring) + by_name: dict[str, ArgDoc] = {} + for doc in args_doc: + if doc.name in by_name: + self.log(node, f"Multiple documentation lines for argument {doc.name}") + by_name[doc.name] = doc + + all_params: list[Param] = [] + + pos_args: list[ast.arg] = node.args.posonlyargs + mixed_args: list[ast.arg] = node.args.args + kw_args: list[ast.arg] = node.args.kwonlyargs + + def add_param(arg: ast.arg, optional: bool): + all_params.append( + Param( + name=arg.arg, + annotation=( + ast.unparse(arg.annotation) + if arg.annotation is not None + else None + ), + optional=optional, + ) + ) + + n_pos: int = len(pos_args) + len(mixed_args) + for i, arg in enumerate(pos_args): + j: int = n_pos - i - 1 + optional: bool = j < len(node.args.defaults) + add_param(arg, optional) + + for i, arg in enumerate(mixed_args): + j: int = len(mixed_args) - i - 1 + optional: bool = j < len(node.args.defaults) + add_param(arg, optional) + + for arg, default in zip(kw_args, node.args.kw_defaults): + optional: bool = default is not None + add_param(arg, optional) + + for param in all_params: + doc: Optional[ArgDoc] = by_name.get(param.name, None) + if doc is None: + if param.name not in {"self", "cls"}: + self.log( + node, f"Missing documentation for parameter '{param.name}'" + ) + continue + + if doc.name != param.name: + self.log(node, f"Documentation mismatch for '{param.name}': wrong name") + + if doc.type != param.annotation: + self.log(node, f"Documentation mismatch for '{param.name}': wrong type") + + if doc.optional != param.optional: + self.log( + node, + f"Documentation mismatch for '{param.name}': wrong optionality", + ) + + +def check_file(path: Path): + source: str = path.read_text() + tree = ast.parse(source) + checker = Checker() + checker.visit(tree) + + +def main(): + folder: Path = (Path(__file__).parent.parent / "midas").resolve() + all_files = folder.rglob("*.py") + for f in all_files: + print(f.relative_to(folder)) + check_file(f) + print() + + +if __name__ == "__main__": + main() -- 2.54.0 From 21b648e18f6d9d095206d2b4dd1a7eef760758ef Mon Sep 17 00:00:00 2001 From: LordBaryhobal Date: Thu, 9 Jul 2026 15:56:56 +0200 Subject: [PATCH 08/12] docs: fix some docstrings --- midas/checker/builtins.py | 6 +++++- midas/checker/dispatcher.py | 23 +++++++++++++--------- midas/checker/evaluator.py | 2 ++ midas/checker/frames/column_manager.py | 2 +- midas/checker/frames/column_methods.py | 10 ++++++---- midas/checker/python.py | 27 ++++++++++++++++++++++---- midas/checker/reporter.py | 5 +++++ 7 files changed, 56 insertions(+), 19 deletions(-) diff --git a/midas/checker/builtins.py b/midas/checker/builtins.py index 427d414..bfae66b 100644 --- a/midas/checker/builtins.py +++ b/midas/checker/builtins.py @@ -26,7 +26,11 @@ Circular dependencies and diamond inheritance MUST be avoided def define_builtins(reg: TypesRegistry): - """Define builtin types and operations""" + """Define builtin types and operations + + Args: + reg (TypesRegistry): the types registry + """ any = reg.define_type("Any", TopType()) unit = reg.define_type("None", UnitType()) object = reg.define_type("object", BaseType(name="object")) diff --git a/midas/checker/dispatcher.py b/midas/checker/dispatcher.py index 77e1f45..8320e8d 100644 --- a/midas/checker/dispatcher.py +++ b/midas/checker/dispatcher.py @@ -102,6 +102,11 @@ class CallDispatcher(Generic[E]): self.logger: logging.Logger = logging.getLogger("CallDispatcher") def set_reporter(self, reporter: FileReporter): + """Set the current reporter + + Args: + reporter (FileReporter): the new file reporter + """ self.reporter = reporter def get_result( @@ -123,8 +128,8 @@ class CallDispatcher(Generic[E]): Args: location (Location): the call location callee (Type): the called function - positional (list[TypedExpr]): the list of positional arguments - keywords (dict[str, TypedExpr]): the map of keyword arguments + positional (list[TypedExpr[E]]): the list of positional arguments + keywords (dict[str, TypedExpr[E]]): the map of keyword arguments report_errors (bool, optional): whether type errors should be reported as diagnostics. Defaults to True. Returns: @@ -250,7 +255,7 @@ class CallDispatcher(Generic[E]): """Check whether the passed argument types correspond to their matched parameter definitions Args: - arguments (list[MappedArgument]): the list of argument/parameter pairs + arguments (list[MappedArgument[E]]): the list of argument/parameter pairs report_errors (bool, optional): whether type errors should be reported as diagnostics. Defaults to True. Returns: @@ -286,8 +291,8 @@ class CallDispatcher(Generic[E]): Args: overloads (list[Type]): the list of possible overloads location (Location): the call location - positional (list[TypedExpr]): the list of positional arguments - keywords (dict[str, TypedExpr]): the map of keywords arguments + positional (list[TypedExpr[E]]): the list of positional arguments + keywords (dict[str, TypedExpr[E]]): the map of keywords arguments report_errors (bool, optional): whether type errors should be reported as diagnostics. Defaults to True. Returns: @@ -385,8 +390,8 @@ class CallDispatcher(Generic[E]): Args: function (Function): the function definition location (Location): the call location - positional (list[TypedExpr]): the list of positional arguments - keywords (dict[str, TypedExpr]): the map of keyword arguments + positional (list[TypedExpr[E]]): the list of positional arguments + keywords (dict[str, TypedExpr[E]]): the map of keyword arguments report_errors (bool, optional): whether type errors should be reported as diagnostics. Defaults to True. Returns: @@ -514,8 +519,8 @@ class CallDispatcher(Generic[E]): function / a subtype of another. Args: - mapped1 (list[MappedArgument]): the first argument mappings (subtype) - mapped2 (list[MappedArgument]): the second argument mappings (supertype) + mapped1 (list[MappedArgument[E]]): the first argument mappings (subtype) + mapped2 (list[MappedArgument[E]]): the second argument mappings (supertype) Returns: bool: `True` if `mapped1` is a subtype of `mapped2`, `False` otherwise diff --git a/midas/checker/evaluator.py b/midas/checker/evaluator.py index baefc0d..79dc9c1 100644 --- a/midas/checker/evaluator.py +++ b/midas/checker/evaluator.py @@ -190,6 +190,7 @@ class Evaluator(m.Expr.Visitor[Any]): """Evaluate a predicate function call Args: + location (Location): the location of the call expression predicate (Predicate): the predicate to evaluate args (list[Any]): a list of positional arguments kwargs (dict[str, Any]): a map of keyword arguments @@ -234,6 +235,7 @@ class Evaluator(m.Expr.Visitor[Any]): is set in the context using :func:`set_value` with the parameter's name Args: + location (Location): the location of the call expression function (Function): the called function args (list[Any]): a list of positional arguments kwargs (dict[str, Any]): a map of keyword arguments diff --git a/midas/checker/frames/column_manager.py b/midas/checker/frames/column_manager.py index 4fa9e81..16c8187 100644 --- a/midas/checker/frames/column_manager.py +++ b/midas/checker/frames/column_manager.py @@ -45,7 +45,7 @@ class ColumnManager: Args: reporter (FileReporter): the file reporter to use for diagnostics location (Location): the subscript's location - column (DataFrameType): the column type + column (ColumnType): the column type index (TypedExpr): the index Returns: diff --git a/midas/checker/frames/column_methods.py b/midas/checker/frames/column_methods.py index a7dae13..e957a55 100644 --- a/midas/checker/frames/column_methods.py +++ b/midas/checker/frames/column_methods.py @@ -353,10 +353,12 @@ class ColumnMethodRegistry(MethodRegistry[Call]): call (Call): the call object kwargs (list[Function.Parameter], optional): a list of extra keyword-only parameters. Defaults to []. - formula (Callable[[Type], Formula], optional): optional formula - builder function to compute the return type. If set, the function - should accept the inner column type and return a formula. - If `None`, the result is typed as `Column[Any]`. Defaults to None. + formula (Optional[Callable[[Type], Formula]], optional): + optional formula builder function to compute the return type.
+ If set, the function should accept the inner column type and + return a formula.
+ If `None`, the result is typed as `Column[Any]`. + Defaults to None. Returns: Type: the result type diff --git a/midas/checker/python.py b/midas/checker/python.py index 0eb751f..0192dfc 100644 --- a/midas/checker/python.py +++ b/midas/checker/python.py @@ -518,11 +518,12 @@ class PythonTyper( def _assign_attr( self, location: Location, object: p.Expr, name: str, value_type: Type ): - """Type check assignment to the given target + """Type check assignment to the given attribute target Args: location (Location): the location of the assignment - target (p.VariableExpr): the assignment's target + object (p.Expr): the target attribute's owner object + name (str): the target attribute's name value_type (Type): the value to be assigned """ object_type: Type = self.type_of(object) @@ -544,11 +545,15 @@ class PythonTyper( index: p.Expr, value_type: Type, ): - """Type check assignment to the given target + """Type check assignment to the given subscript target Args: location (Location): the location of the assignment - target (p.VariableExpr): the assignment's target + var (p.VariableExpr): the target subscript's owner. We only allow + a variable expression here because we might modify its type (for + example when assigning a column to a dataframe) and reference + types are not implemented + index (p.Expr): the target subscript's index expression value_type (Type): the value to be assigned """ var_type: Type = self.type_of(var) @@ -690,6 +695,20 @@ class PythonTyper( right: TypedExpr, method: str, ) -> Type: + """Compute the result type of a binary operation method call + + This method is called for dunder methods called by binary operators + + Args: + location (Location): the location of the operation + expr (p.Expr): the expression which triggered this resolution + left (TypedExpr): the left operand + right (TypedExpr): the right operand + method (str): the method name + + Returns: + Type: the result type + """ try: return self.call_method( location=location, diff --git a/midas/checker/reporter.py b/midas/checker/reporter.py index 8604dcd..ba97c07 100644 --- a/midas/checker/reporter.py +++ b/midas/checker/reporter.py @@ -70,6 +70,11 @@ class FileReporter: @contextmanager def with_context(self, ctx: str): + """Push given context for reports inside this manager and pop it on exit + + Args: + ctx (str): the context to temporarily push on the stack + """ self._context.append(ctx) try: yield -- 2.54.0 From cd9b80d22b9f81b8f92d4861f1a8dd1114345265 Mon Sep 17 00:00:00 2001 From: LordBaryhobal Date: Thu, 9 Jul 2026 15:59:29 +0200 Subject: [PATCH 09/12] docs: fix some typos in manual --- docs/manual.pdf | 1651 +++++++++++++++++++++++---------------------- docs/manual.typ | 4 +- docs/template.typ | 1 + 3 files changed, 847 insertions(+), 809 deletions(-) diff --git a/docs/manual.pdf b/docs/manual.pdf index be2d190..a996059 100644 --- a/docs/manual.pdf +++ b/docs/manual.pdf @@ -8324,13 +8324,13 @@ endobj <> endobj 2775 0 obj -<> +<> endobj 2776 0 obj -<>/FontDescriptor 2777 0 R/DW 0/CIDToGIDMap/Identity/W[0 0 653 1 1 467 2 2 497 3 3 249 4 4 497 5 5 200 6 6 311 7 7 456 8 8 555 9 9 292 10 10 496 11 11 497 12 12 263 13 13 547 14 14 338 15 15 347 16 16 542 17 17 544 18 18 246 19 19 419 20 20 504 21 21 255 22 22 497 23 23 569 24 24 555 25 25 829 26 26 534 27 27 555 28 28 664 29 29 495 30 30 497 31 31 615 32 32 504 33 33 467 34 34 645 35 35 727 36 36 566 37 37 544 38 38 497 39 39 536 40 40 571 41 41 515 42 42 486 43 43 497 44 44 543 45 45 588 46 46 350 47 47 553 48 48 494 49 49 497 50 50 617 51 51 497 52 52 527 53 53 446 54 54 497 55 55 719 56 56 652 57 58 303 59 59 664 60 60 479 61 61 579 62 63 426 64 64 249 65 65 247 66 66 249 67 67 786 68 68 425 69 69 647 70 70 594 71 71 304 72 72 497 73 73 289 74 74 476 75 75 249 76 76 577 77 77 367 78 78 249]>> +<>/FontDescriptor 2777 0 R/DW 0/CIDToGIDMap/Identity/W[0 0 653 1 1 467 2 2 497 3 3 249 4 4 497 5 5 200 6 6 311 7 7 497 8 8 553 9 11 497 12 12 496 13 13 263 14 14 547 15 15 338 16 16 347 17 17 542 18 18 555 19 19 544 20 20 456 21 21 246 22 22 419 23 23 504 24 24 255 25 25 569 26 26 555 27 27 829 28 28 534 29 29 555 30 30 664 31 31 495 32 32 497 33 33 615 34 34 292 35 35 504 36 36 467 37 37 645 38 38 727 39 39 566 40 40 544 41 41 536 42 42 571 43 43 515 44 44 486 45 45 497 46 46 543 47 47 588 48 48 350 49 49 494 50 50 617 51 51 497 52 52 527 53 53 446 54 54 497 55 55 719 56 56 652 57 58 303 59 59 664 60 60 479 61 61 579 62 63 426 64 64 249 65 65 247 66 66 249 67 67 786 68 68 425 69 69 647 70 70 594 71 71 304 72 72 497 73 73 289 74 74 476 75 75 249 76 76 577 77 77 367 78 78 249]>> endobj 2777 0 obj -<> +<> endobj 2778 0 obj <> @@ -8737,39 +8737,46 @@ x endstream endobj 2900 0 obj -<> +<> stream -xmMO0Hp`$)U-zCKZ3|fC;5߬v]붞gflzV7c_N>sY_!alI7'(D~leI~hZGyޭc(nHff}[oy}]/#MrEGQ>= #7~ߒ:$"DWkrw7@WbS}r(Yf|YJʿOO;%֭,˲WUU-BaϮTT:QG([U&j USAͣna|Pj 5Z!ZGena*0`<4 Jg+(Y_ 9E|gщ\VP+$;JEr'J3_!q˨4 +|_ " +|)E NE ZWHvEOK>)LOĴaO >" >- +|4JTWJxO8L~tSሣ +|*qP&pQ]  +i|/+0Q 3ˆ0RA"o^sX^a#S%0]/skja5/Sk?q)zp endstream endobj 2901 0 obj -<> +<> stream -xz t[W%˒-K::$zYG۲-K~ʯXMvh!eh҆2󠙒3k -t[h:B[a(-moｳ<: Ji-G0pu9g? 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+0000519284 00000 n +0000524506 00000 n +0000528016 00000 n +0000528360 00000 n +0000528768 00000 n +0000529019 00000 n +0000529350 00000 n +0000529572 00000 n +0000529665 00000 n +0000530795 00000 n trailer -<> +<> startxref -531564 +531571 %%EOF \ No newline at end of file diff --git a/docs/manual.typ b/docs/manual.typ index eb47cc9..6fe8be4 100644 --- a/docs/manual.typ +++ b/docs/manual.typ @@ -624,7 +624,7 @@ For example: == Control flow -Some control flow features are supported. For the limited code of this project, not all constructs are supported. The following are those currently handled and typ checked by Midas. +Some control flow features are supported. For the limited code of this project, not all constructs are supported. The following are those currently handled and type checked by Midas. === `if` / `elif` / `else` @@ -757,7 +757,7 @@ If the value passed to `cast` or `unsafe_cast` is a literal (e.g. an integer, a Vanilla Python already lets you use type hints to specify the type of variables and function parameters. -Midas use them to type check your code. Additionally, it allows you to use a special syntax to define a `Frame` types directly in these annotations. +Midas use them to type check your code. Additionally, it allows you to use a special syntax to define a `Frame` type directly in these annotations. Because these annotations are not interpretable by Python, your integrated type checker might complain loudly about them being invalid. A workaround is to silence it by adding a type comment at the end of the line, as shown in @silence-errors. diff --git a/docs/template.typ b/docs/template.typ index 407c246..0275937 100644 --- a/docs/template.typ +++ b/docs/template.typ @@ -61,6 +61,7 @@ set document( title: title, author: author, + date: none, ) set text( font: "Source Sans 3", -- 2.54.0 From c3b243288d4b38170ee3c740c496dc71c642592f Mon Sep 17 00:00:00 2001 From: LordBaryhobal Date: Thu, 9 Jul 2026 15:59:55 +0200 Subject: [PATCH 10/12] fix(checker): remove redundant instance check --- midas/checker/python.py | 9 ++++----- 1 file changed, 4 insertions(+), 5 deletions(-) diff --git a/midas/checker/python.py b/midas/checker/python.py index 0192dfc..15f4b62 100644 --- a/midas/checker/python.py +++ b/midas/checker/python.py @@ -486,11 +486,10 @@ class PythonTyper( self._assign_sub(location, var, index, value_type) case _: - if not isinstance(target, p.VariableExpr): - self.logger.warning(f"Unsupported assignment to {target}") - self.reporter.warning( - target.location, f"Unsupported assignment to {target}" - ) + self.logger.warning(f"Unsupported assignment to {target}") + self.reporter.warning( + target.location, f"Unsupported assignment to {target}" + ) def _assign_var(self, location: Location, target: p.VariableExpr, value_type: Type): """Type check assignment to the given target -- 2.54.0 From 60ff52922685469ef4712f8121f1c356271e48c7 Mon Sep 17 00:00:00 2001 From: LordBaryhobal Date: Thu, 9 Jul 2026 16:33:37 +0200 Subject: [PATCH 11/12] chore: add midas snippets --- vscode-ext/package.json | 10 +++++++- vscode-ext/snippets.json | 50 ++++++++++++++++++++++++++++++++++++++++ 2 files changed, 59 insertions(+), 1 deletion(-) create mode 100644 vscode-ext/snippets.json diff --git a/vscode-ext/package.json b/vscode-ext/package.json index ab4f957..db77fa2 100644 --- a/vscode-ext/package.json +++ b/vscode-ext/package.json @@ -4,7 +4,9 @@ "engines": { "vscode": "*" }, - "categories": ["Programming Languages"], + "categories": [ + "Programming Languages" + ], "contributes": { "languages": [ { @@ -24,6 +26,12 @@ "scopeName": "source.midas", "path": "./syntaxes/midas.tmLanguage.json" } + ], + "snippets": [ + { + "language": "midas", + "path": "./snippets.json" + } ] } } \ No newline at end of file diff --git a/vscode-ext/snippets.json b/vscode-ext/snippets.json new file mode 100644 index 0000000..54a0e73 --- /dev/null +++ b/vscode-ext/snippets.json @@ -0,0 +1,50 @@ +{ + "Type alias": { + "prefix": "alias", + "body": "alias ${1:name} = $0", + "description": "Declare a type alias" + }, + "Derived type": { + "prefix": "type", + "body": "type ${1:name} = $0", + "description": "Declare a derived type" + }, + "Predicate": { + "prefix": "predicate", + "body": "predicate ${1:signature} = $0", + "description": "Declare a predicate" + }, + "Extend": { + "prefix": "extend", + "body": [ + "extend ${1:type} {", + "\t$0", + "}" + ], + "description": "Extend a type to add members" + }, + "Property": { + "prefix": "prop", + "body": "prop ${1:name}: $0", + "description": "Declare a property" + }, + "Method": { + "prefix": "def", + "body": "def ${1:name}: $0", + "description": "Declare a method" + }, + "Function type": { + "prefix": "fn", + "body": "fn(${1:parameters}) -> ${2:returns}", + "description": "A function type" + }, + "Frame type": { + "prefix": "frame", + "body": [ + "Frame[", + "\t$0", + "]" + ], + "description": "A frame type" + } +} \ No newline at end of file -- 2.54.0 From 54b2058b86836ace058cf60ffc20891d362a5862 Mon Sep 17 00:00:00 2001 From: LordBaryhobal Date: Thu, 9 Jul 2026 16:49:53 +0200 Subject: [PATCH 12/12] chore: fix name and complete language configuration --- vscode-ext/language-configuration.json | 83 +++++++++++++++++++++++++ vscode-ext/language-configurations.json | 16 ----- 2 files changed, 83 insertions(+), 16 deletions(-) create mode 100644 vscode-ext/language-configuration.json delete mode 100644 vscode-ext/language-configurations.json diff --git a/vscode-ext/language-configuration.json b/vscode-ext/language-configuration.json new file mode 100644 index 0000000..756d556 --- /dev/null +++ b/vscode-ext/language-configuration.json @@ -0,0 +1,83 @@ +{ + "comments": { + "lineComment": { + "comment": "//", + }, + "blockComment": [ + "/*", + "*/" + ] + }, + "brackets": [ + [ + "{", + "}" + ], + [ + "[", + "]" + ], + [ + "(", + ")" + ] + ], + "autoClosingPairs": [ + { + "open": "{", + "close": "}" + }, + { + "open": "[", + "close": "]" + }, + { + "open": "(", + "close": ")" + }, + { + "open": "'", + "close": "'", + "notIn": [ + "string", + "comment" + ] + }, + { + "open": "\"", + "close": "\"", + "notIn": [ + "string" + ] + }, + { + "open": "/**", + "close": " */", + "notIn": [ + "string" + ] + } + ], + "surroundingPairs": [ + [ + "{", + "}" + ], + [ + "[", + "]" + ], + [ + "(", + ")" + ], + [ + "'", + "'" + ], + [ + "\"", + "\"" + ] + ] +} \ No newline at end of file diff --git a/vscode-ext/language-configurations.json b/vscode-ext/language-configurations.json deleted file mode 100644 index 6695a6f..0000000 --- a/vscode-ext/language-configurations.json +++ /dev/null @@ -1,16 +0,0 @@ -{ - "brackets": [ - ["{", "}"], - ["[", "]"] - ], - "autoClosingPairs": [ - { "open": "{", "close": "}" }, - { "open": "[", "close": "]" }, - { "open": "(", "close": ")" } - ], - "surroundingPairs": [ - ["{", "}"], - ["[", "]"], - ["(", ")"] - ] -} \ No newline at end of file -- 2.54.0