org.sonar.python.checks.SideEffectInTfFunctionCheck Maven / Gradle / Ivy
/*
* SonarQube Python Plugin
* Copyright (C) 2011-2024 SonarSource SA
* mailto:info AT sonarsource DOT com
*
* This program is free software; you can redistribute it and/or
* modify it under the terms of the Sonar Source-Available License Version 1, as published by SonarSource SA.
*
* This program is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.
* See the Sonar Source-Available License for more details.
*
* You should have received a copy of the Sonar Source-Available License
* along with this program; if not, see https://sonarsource.com/license/ssal/
*/
package org.sonar.python.checks;
import java.util.ArrayList;
import java.util.List;
import java.util.Optional;
import org.sonar.check.Rule;
import org.sonar.plugins.python.api.PythonSubscriptionCheck;
import org.sonar.plugins.python.api.SubscriptionContext;
import org.sonar.plugins.python.api.symbols.Symbol;
import org.sonar.plugins.python.api.tree.AssignmentStatement;
import org.sonar.plugins.python.api.tree.BaseTreeVisitor;
import org.sonar.plugins.python.api.tree.CallExpression;
import org.sonar.plugins.python.api.tree.Decorator;
import org.sonar.plugins.python.api.tree.DelStatement;
import org.sonar.plugins.python.api.tree.Expression;
import org.sonar.plugins.python.api.tree.FunctionDef;
import org.sonar.plugins.python.api.tree.GlobalStatement;
import org.sonar.plugins.python.api.tree.HasSymbol;
import org.sonar.plugins.python.api.tree.NonlocalStatement;
import org.sonar.plugins.python.api.tree.Tree;
@Rule(key = "S6928")
public class SideEffectInTfFunctionCheck extends PythonSubscriptionCheck {
private static final List SIDE_EFFECT_FUNCTIONS = List.of(
"print",
"open",
"list.append",
"list.extend",
"list.clear",
"list.insert",
"list.remove",
"set.add",
"set.remove",
"set.clear",
"dict.update",
"dict.pop",
"dict.clear",
"typing.MutableMapping.update",
"typing.MutableMapping.pop",
"typing.MutableMapping.clear"
);
@Override
public void initialize(Context context) {
context.registerSyntaxNodeConsumer(Tree.Kind.FUNCDEF, this::checkFunction);
}
public void checkFunction(SubscriptionContext ctx) {
FunctionDef functionDef = (FunctionDef) ctx.syntaxNode();
boolean isTfFunction = functionDef.decorators().stream().anyMatch(SideEffectInTfFunctionCheck::isTfFunctionDecorator);
if (!isTfFunction) {
return;
}
SideEffectsVisitor sideEffectsVisitor = new SideEffectsVisitor();
functionDef.accept(sideEffectsVisitor);
if (!sideEffectsVisitor.forbiddenConstructs.isEmpty()) {
PreciseIssue preciseIssue = ctx.addIssue(functionDef.name(), "Make sure this Tensorflow function doesn't have Python side effects.");
sideEffectsVisitor.forbiddenConstructs.forEach(e -> preciseIssue.secondary(e, "Statement with side effect."));
}
}
private static boolean isTfFunctionDecorator(Decorator decorator) {
Expression expression = decorator.expression();
if (expression instanceof HasSymbol hasSymbol) {
Symbol symbol = hasSymbol.symbol();
return symbol != null && "tensorflow.function".equals(symbol.fullyQualifiedName());
}
return false;
}
static class SideEffectsVisitor extends BaseTreeVisitor {
final List forbiddenConstructs = new ArrayList<>();
@Override
public void visitCallExpression(CallExpression callExpression) {
Optional.ofNullable(callExpression.calleeSymbol())
.map(Symbol::fullyQualifiedName)
.filter(SIDE_EFFECT_FUNCTIONS::contains)
.ifPresent(s -> forbiddenConstructs.add(callExpression.callee()));
super.visitCallExpression(callExpression);
}
@Override
public void visitAssignmentStatement(AssignmentStatement assignmentStatement) {
boolean lhsContainsSubscription = assignmentStatement.lhsExpressions().stream()
.anyMatch(exprList -> exprList.expressions().stream()
.anyMatch(e -> e.is(Tree.Kind.SUBSCRIPTION)
)
);
if (lhsContainsSubscription) {
this.forbiddenConstructs.add(assignmentStatement);
}
super.visitAssignmentStatement(assignmentStatement);
}
@Override
public void visitGlobalStatement(GlobalStatement globalStatement) {
this.forbiddenConstructs.add(globalStatement);
}
@Override
public void visitNonlocalStatement(NonlocalStatement nonlocalStatement) {
this.forbiddenConstructs.add(nonlocalStatement);
}
@Override
public void visitDelStatement(DelStatement delStatement) {
this.forbiddenConstructs.add(delStatement);
}
}
}
© 2015 - 2024 Weber Informatics LLC | Privacy Policy