org.sonar.python.checks.PandasAddMergeParametersCheck Maven / Gradle / Ivy
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/*
* 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.EnumSet;
import java.util.List;
import java.util.Map;
import java.util.Optional;
import java.util.Set;
import java.util.stream.Collectors;
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.quickfix.PythonQuickFix;
import org.sonar.plugins.python.api.symbols.Symbol;
import org.sonar.plugins.python.api.tree.Argument;
import org.sonar.plugins.python.api.tree.CallExpression;
import org.sonar.plugins.python.api.tree.Tree;
import org.sonar.python.quickfix.TextEditUtils;
import org.sonar.python.tree.TreeUtils;
@Rule(key = "S6735")
public class PandasAddMergeParametersCheck extends PythonSubscriptionCheck {
enum Keywords {
HOW("how", 2, 1, 2, "\"inner\"", "\"left\""),
ON("on", 1, 2, 3, "None", "None"),
VALIDATE("validate", 6, 11, 12, "\"many_to_many\"", "\"many_to_many\""),
LEFT_ON("left_on", -1, 3, 4, "None", "None"),
RIGHT_ON("right_on", -1, 4, 5, "None", "None");
public String getKeyword() {
return keyword;
}
public int getPositionInJoin() {
return positionInJoin;
}
public int getPositionInDataFrameMerge() {
return positionInDataFrameMerge;
}
public int getPositionInPandasMerge() {
return positionInPandasMerge;
}
final String keyword;
final int positionInJoin;
final int positionInDataFrameMerge;
final int positionInPandasMerge;
final String defaultValueMerge;
final String defaultValueJoin;
String getReplacementText(String fullyQualifiedName) {
if (DATAFRAME_JOIN_FQN.equals(fullyQualifiedName)) {
return String.format("%s=%s", this.keyword, this.defaultValueJoin);
} else {
return String.format("%s=%s", this.keyword, this.defaultValueMerge);
}
}
int getArgumentPosition(String fullyQualifiedName) {
if (DATAFRAME_JOIN_FQN.equals(fullyQualifiedName)) {
return this.getPositionInJoin();
} else if (DATAFRAME_MERGE_FQN.equals(fullyQualifiedName)) {
return this.getPositionInDataFrameMerge();
}
return this.getPositionInPandasMerge();
}
Keywords(String keyword, int positionInJoin, int positionInDataFrameMerge, int positionInPandasMerge, String defaultValueMerge, String defaultValueJoin) {
this.keyword = keyword;
this.positionInJoin = positionInJoin;
this.positionInDataFrameMerge = positionInDataFrameMerge;
this.positionInPandasMerge = positionInPandasMerge;
this.defaultValueMerge = defaultValueMerge;
this.defaultValueJoin = defaultValueJoin;
}
}
private static final String DATAFRAME_JOIN_FQN = "pandas.core.frame.DataFrame.join";
private static final String DATAFRAME_MERGE_FQN = "pandas.core.frame.DataFrame.merge";
private static final String PANDAS_MERGE_FQN = "pandas.core.reshape.merge.merge";
private static final Set ON_KEYWORDS = EnumSet.of(Keywords.ON, Keywords.LEFT_ON, Keywords.RIGHT_ON);
private static final Set METHODS = Set.of(
DATAFRAME_JOIN_FQN,
DATAFRAME_MERGE_FQN,
PANDAS_MERGE_FQN);
private static final Map MESSAGES = Map.of(
1, "Specify the \"%s\" parameter of this %s.",
2, "Specify the \"%s\" and \"%s\" parameters of this %s.",
3, "Specify the \"%s\", \"%s\" and \"%s\" parameters of this %s.");
private static final String QUICKFIX_MESSAGE = "Add the missing parameters";
@Override
public void initialize(Context context) {
context.registerSyntaxNodeConsumer(Tree.Kind.CALL_EXPR, PandasAddMergeParametersCheck::verifyMergeCallParameters);
}
private static void verifyMergeCallParameters(SubscriptionContext ctx) {
CallExpression callExpression = (CallExpression) ctx.syntaxNode();
Optional.ofNullable(callExpression.calleeSymbol())
.map(Symbol::fullyQualifiedName)
.filter(METHODS::contains)
.ifPresent(fqn -> missingArguments(fqn, ctx, callExpression));
}
private static void missingArguments(String fullyQualifiedName, SubscriptionContext ctx, CallExpression callExpression) {
List missingKeywords = new ArrayList<>();
if (isArgumentMissing(fullyQualifiedName, Keywords.HOW, callExpression.arguments())) {
missingKeywords.add(Keywords.HOW);
}
if (ON_KEYWORDS.stream().allMatch(keyword -> isArgumentMissing(fullyQualifiedName, keyword, callExpression.arguments()))) {
missingKeywords.add(Keywords.ON);
}
if (isArgumentMissing(fullyQualifiedName, Keywords.VALIDATE, callExpression.arguments())) {
missingKeywords.add(Keywords.VALIDATE);
}
if (!missingKeywords.isEmpty()) {
PreciseIssue issue = ctx.addIssue(callExpression, generateMessage(MESSAGES.get(numberOfMissingArguments(missingKeywords)), missingKeywords, fullyQualifiedName));
issue.addQuickFix(PythonQuickFix
.newQuickFix(QUICKFIX_MESSAGE)
.addTextEdit(
TextEditUtils.insertBefore(callExpression.rightPar(), getReplacementText(fullyQualifiedName, missingKeywords)))
.build());
}
}
private static boolean isArgumentMissing(String fullyQualfiedName, Keywords keyword, List arguments) {
return Optional.of(keyword)
.map(kw -> TreeUtils.nthArgumentOrKeyword(kw.getArgumentPosition(fullyQualfiedName), kw.getKeyword(), arguments))
.isEmpty();
}
private static String generateMessage(String message, List missingKeywords, String functionName) {
List missingKeywordsList = missingKeywords.stream().map(Keywords::getKeyword).collect(Collectors.toList());
missingKeywordsList.add(functionName.substring(functionName.lastIndexOf('.') + 1));
return String.format(message, missingKeywordsList.toArray());
}
private static int numberOfMissingArguments(List missingKeywords) {
return missingKeywords.size();
}
private static String getReplacementText(String fullyQualifiedName, List missingKeywords) {
return String.format(", %s", missingKeywords.stream().map(keyword -> keyword.getReplacementText(fullyQualifiedName))
.collect(Collectors.joining(", ")));
}
}
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