eric6/Plugins/CheckerPlugins/CodeStyleChecker/Complexity/ComplexityChecker.py

changeset 7782
976d3b19ba7f
parent 7639
422fd05e9c91
child 7923
91e843545d9a
equal deleted inserted replaced
7781:607a6098cb44 7782:976d3b19ba7f
1 # -*- coding: utf-8 -*-
2
3 # Copyright (c) 2015 - 2020 Detlev Offenbach <detlev@die-offenbachs.de>
4 #
5
6 """
7 Module implementing a checker for code complexity.
8 """
9
10 import sys
11 import ast
12
13 from mccabe import PathGraphingAstVisitor
14
15
16 class ComplexityChecker(object):
17 """
18 Class implementing a checker for code complexity.
19 """
20 Codes = [
21 "C101",
22 "C111", "C112",
23
24 "C901",
25 ]
26
27 def __init__(self, source, filename, select, ignore, args):
28 """
29 Constructor
30
31 @param source source code to be checked
32 @type list of str
33 @param filename name of the source file
34 @type str
35 @param select list of selected codes
36 @type list of str
37 @param ignore list of codes to be ignored
38 @type list of str
39 @param args dictionary of arguments for the miscellaneous checks
40 @type dict
41 """
42 self.__filename = filename
43 self.__source = source[:]
44 self.__select = tuple(select)
45 self.__ignore = ('',) if select else tuple(ignore)
46 self.__args = args
47
48 self.__defaultArgs = {
49 "McCabeComplexity": 10,
50 "LineComplexity": 15,
51 "LineComplexityScore": 10,
52 }
53
54 # statistics counters
55 self.counters = {}
56
57 # collection of detected errors
58 self.errors = []
59
60 checkersWithCodes = [
61 (self.__checkMcCabeComplexity, ("C101",)),
62 (self.__checkLineComplexity, ("C111", "C112")),
63 ]
64
65 self.__checkers = []
66 for checker, codes in checkersWithCodes:
67 if any(not (code and self.__ignoreCode(code))
68 for code in codes):
69 self.__checkers.append(checker)
70
71 def __ignoreCode(self, code):
72 """
73 Private method to check if the message code should be ignored.
74
75 @param code message code to check for
76 @type str
77 @return flag indicating to ignore the given code
78 @rtype bool
79 """
80 return (code.startswith(self.__ignore) and
81 not code.startswith(self.__select))
82
83 def __error(self, lineNumber, offset, code, *args):
84 """
85 Private method to record an issue.
86
87 @param lineNumber line number of the issue
88 @type int
89 @param offset position within line of the issue
90 @type int
91 @param code message code
92 @type str
93 @param args arguments for the message
94 @type list
95 """
96 if self.__ignoreCode(code):
97 return
98
99 if code in self.counters:
100 self.counters[code] += 1
101 else:
102 self.counters[code] = 1
103
104 if code:
105 # record the issue with one based line number
106 self.errors.append(
107 {
108 "file": self.__filename,
109 "line": lineNumber,
110 "offset": offset,
111 "code": code,
112 "args": args,
113 }
114 )
115
116 def __reportInvalidSyntax(self):
117 """
118 Private method to report a syntax error.
119 """
120 exc_type, exc = sys.exc_info()[:2]
121 if len(exc.args) > 1:
122 offset = exc.args[1]
123 if len(offset) > 2:
124 offset = offset[1:3]
125 else:
126 offset = (1, 0)
127 self.__error(offset[0] - 1, offset[1] or 0,
128 'C901', exc_type.__name__, exc.args[0])
129
130 def run(self):
131 """
132 Public method to check the given source for code complexity.
133 """
134 if not self.__filename or not self.__source:
135 # don't do anything, if essential data is missing
136 return
137
138 if not self.__checkers:
139 # don't do anything, if no codes were selected
140 return
141
142 try:
143 self.__tree = compile(''.join(self.__source), self.__filename,
144 'exec', ast.PyCF_ONLY_AST)
145 except (SyntaxError, TypeError):
146 self.__reportInvalidSyntax()
147 return
148
149 for check in self.__checkers:
150 check()
151
152 def __checkMcCabeComplexity(self):
153 """
154 Private method to check the McCabe code complexity.
155 """
156 try:
157 # create the AST again because it is modified by the checker
158 tree = compile(''.join(self.__source), self.__filename, 'exec',
159 ast.PyCF_ONLY_AST)
160 except (SyntaxError, TypeError):
161 # compile errors are already reported by the run() method
162 return
163
164 maxComplexity = self.__args.get("McCabeComplexity",
165 self.__defaultArgs["McCabeComplexity"])
166
167 visitor = PathGraphingAstVisitor()
168 visitor.preorder(tree, visitor)
169 for graph in visitor.graphs.values():
170 if graph.complexity() > maxComplexity:
171 self.__error(graph.lineno, 0, "C101",
172 graph.entity, graph.complexity())
173
174 def __checkLineComplexity(self):
175 """
176 Private method to check the complexity of a single line of code and
177 the median line complexity of the source code.
178
179 Complexity is defined as the number of AST nodes produced by a line
180 of code.
181 """
182 maxLineComplexity = self.__args.get(
183 "LineComplexity", self.__defaultArgs["LineComplexity"])
184 maxLineComplexityScore = self.__args.get(
185 "LineComplexityScore", self.__defaultArgs["LineComplexityScore"])
186
187 visitor = LineComplexityVisitor()
188 visitor.visit(self.__tree)
189
190 sortedItems = visitor.sortedList()
191 score = visitor.score()
192
193 for line, complexity in sortedItems:
194 if complexity > maxLineComplexity:
195 self.__error(line, 0, "C111", complexity)
196
197 if score > maxLineComplexityScore:
198 self.__error(0, 0, "C112", score)
199
200
201 class LineComplexityVisitor(ast.NodeVisitor):
202 """
203 Class calculating the number of AST nodes per line of code
204 and the median nodes/line score.
205 """
206 def __init__(self):
207 """
208 Constructor
209 """
210 super(LineComplexityVisitor, self).__init__()
211 self.__count = {}
212
213 def visit(self, node):
214 """
215 Public method to recursively visit all the nodes and add up the
216 instructions.
217
218 @param node reference to the node
219 @type ast.AST
220 """
221 if hasattr(node, 'lineno'):
222 self.__count[node.lineno] = self.__count.get(node.lineno, 0) + 1
223 self.generic_visit(node)
224
225 def sortedList(self):
226 """
227 Public method to get a sorted list of (line, nodes) tuples.
228
229 @return sorted list of (line, nodes) tuples
230 @rtype list of tuple of (int,int)
231 """
232 lst = [(line, self.__count[line])
233 for line in sorted(self.__count.keys())]
234 return lst
235
236 def score(self):
237 """
238 Public method to calculate the median.
239
240 @return median line complexity value
241 @rtype float
242 """
243 lst = self.__count.values()
244 sortedList = sorted(lst)
245 listLength = len(lst)
246 medianIndex = (listLength - 1) // 2
247
248 if listLength == 0:
249 return 0.0
250 elif (listLength % 2):
251 return float(sortedList[medianIndex])
252 else:
253 return (
254 (sortedList[medianIndex] + sortedList[medianIndex + 1]) / 2.0
255 )

eric ide

mercurial