def _parse_one(self, pos):
if pos >= len(self.toks):
return None
if self.toks[pos].tid == lexing.TokenID.TEXT:
return ast.AST(ASTID.TEXT, self.toks[pos].text), pos + 1
elif self.toks[pos].tid == lexing.TokenID.TEXT_VERBATIM:
return ast.AST(ASTID.TEXT_VERBATIM, self.toks[pos].text), pos + 1
elif self.toks[pos].tid == lexing.TokenID.END:
error.emit_token_error(self.toks[pos], "unexpected }")
elif self.toks[pos].tid == lexing.TokenID.BEGIN:
cmd = self.toks[pos].text
pos += 1
args = []
while pos < len(
self.toks) and self.toks[pos].tid != lexing.TokenID.END:
if self.toks[pos].tid == lexing.TokenID.END:
break
arg, pos = self._parse_one(pos)
if not (arg.aid == ASTID.TEXT and len(arg.text) == 0):
args.append(arg)
if pos >= len(
self.toks) or self.toks[pos].tid != lexing.TokenID.END:
error.emit_token_error(
self.toks[pos if pos < len(self.toks) else -1],
"{ expects closing }")
return ast.AST(ASTID.COMMAND, cmd, *args), pos + 1
else:
raise NotImplementedError("unsupported token ID")
def p_returnmainvalue(p):
'''
returnmainvalue : RETURN NUMBER SEQ
'''
if isinstance(p[2], int):
p[0] = ast.AST('return', 'int')
p[0].sons = [p[2], p.lineno(2)]
elif isinstance(p[2], float):
p[0] = ast.AST('return', 'float')
p[0].sons = [p[2], p.lineno(2)]
def test_AST_objects(self):
x = ast.AST()
self.assertEqual(x._fields, ())
with self.assertRaises(AttributeError):
x.vararg
with self.assertRaises(TypeError):
# "_ast.AST constructor takes 0 positional arguments"
ast.AST(2)
def p_declaration(p):
'''
declaration : INT ID
| FLOAT ID
'''
if p[1] == 'int':
p[0] = ast.AST('declaration', 'int')
p[0].sons = [p[2], p.lineno(1), p.lineno(2)]
elif p[1] == 'float':
p[0] = ast.AST('declaration', 'float')
p[0].sons = [p[2], p.lineno(1), p.lineno(2)]
def p_expression(p):
'''expression : NUMBER
| ID
| expression OPBIN expression'''
if len(p) > 2:
p[0] = ast.AST('OPBIN', p[2])
p[0].sons = [p[1], p[3]]
elif isinstance(p[1], str):
p[0] = ast.AST('ID', p[1])
else:
p[0] = ast.AST('NUMBER', p[1])
def p_commande(p):
'''commande : ID EQUAL expression
| commande SEQ commande
| WHILE LP expression RP LB commande RB
'''
if len(p) > 4:
p[0] = ast.AST('commande', 'while')
p[0].sons = [p[3], p[6]]
else:
if p[2] == '=':
p[0] = ast.AST('commande', 'asgnt')
p[0].sons = [p[1], p[3]]
else:
p[0] = ast.AST('commande', 'seq')
p[0].sons = [p[1], p[3]]
def analyzePrograma(self):
tree = None
if (self.component == None):
self.errored = True
elif (self.component.cat == "PR"
and self.component.valor == "PROGRAMA"):
self.advance()
ids = []
v = None
if (hasattr(self, 'component') and hasattr(self.component, 'cat')
and self.component.cat == "Identif"):
ids = [self.component.valor]
v = self.component.valor
self.check(cat="Identif", sync=set([None, "PtoComa"]))
self.check(cat="PtoComa",
sync=set([None, "PR"]),
spr=set(["VAR", "PROC", "FUNCION", "INICIO"]))
decl_var = self.analyzeDeclVar(ids=ids)
decl_subprg = self.analyzeDeclSubprg(ids=decl_var['ids'],
tipo_id=decl_var['tipo_id'])
instrucciones = self.analyzeInstrucciones(
ids=decl_subprg['ids'], tipo_id=decl_subprg['tipo_id'])
self.check(cat="Punto", sync=set([None]), endEx=True)
tree = ast.AST(v, instrucciones['nodos'])
else:
self.error(msg='PROGRAMA', sync=set([None]))
return (tree, not self.errored)
def p_main(p):
'''
main : typeetmain LP listeparamsmain RP LB listedeclarations commande SEQ PRINT LP expression RP SEQ returnmainvalue RB
'''
p[0] = ast.AST('prog', 'main')
p[0].sons = [p[1], p[3], p[6], p[7], p[11], p[14]]
def __classifyReturnError(self, methodType, visibilityType, lineno,
colOffset):
"""
Private method to classify and record a return annotation issue.
@param methodType type of method/function the argument belongs to
@type str
@param visibilityType visibility of the function
@type str
@param lineno line number
@type int
@param colOffset column number
@type int
"""
# create a dummy AST node to report line and column
node = ast.AST()
node.lineno = lineno
node.col_offset = colOffset
# now classify the issue
if methodType == "classmethod":
self.issues.append((node, "A206"))
elif methodType == "staticmethod":
self.issues.append((node, "A205"))
elif visibilityType == "special":
self.issues.append((node, "A204"))
elif visibilityType == "private":
self.issues.append((node, "A203"))
elif visibilityType == "protected":
self.issues.append((node, "A202"))
else:
self.issues.append((node, "A201"))
def build(self, lex_file, dict_dir):
"""
读入规则文件， 词典文件
构建自动机和匹配引擎
"""
ori_in = read_lex(lex_file)
script = char_stream(ori_in)
tokens = token_list(script).tokens
ast_obj = ast.AST(stream(tokens))
# 逗号分开的词典文件目录列表， 会加载目录中所有txt文件
all_slot_entity_files = []
if dict_dir:
dict_dirs = dict_dir.split(",")
for dir_path in dict_dirs:
all_slot_entity_files.extend(glob.glob(dir_path + "/*.txt"))
print("词典文件:", all_slot_entity_files)
# 规则中的关键词
keywords = ast.extract_all_atoms(ast_obj)
ac_machine = ac.AC()
ac_machine.make(keywords, all_slot_entity_files)
rule_graph = parse.RuleStructure(ast_obj)
rule_trie, rule_info = rule_graph.build()
self.searcher = search.Searcher(rule_trie, rule_info, ac_machine)
self.rule_info = rule_info
def test_AST_objects(self):
if not support.check_impl_detail():
# PyPy also provides a __dict__ to the ast.AST base class.
return
x = ast.AST()
self.assertEqual(x._fields, ())
x.foobar = 42
self.assertEqual(x.foobar, 42)
self.assertEqual(x.__dict__["foobar"], 42)
with self.assertRaises(AttributeError):
x.vararg
with self.assertRaises(TypeError):
# "_ast.AST constructor takes 0 positional arguments"
ast.AST(2)
def test_AST_garbage_collection(self):
class X:
pass
a = ast.AST()
a.x = X()
a.x.a = a
ref = weakref.ref(a.x)
del a
support.gc_collect()
self.assertIsNone(ref())
def test_prepare_message(self, valid_msg, source, lineno, col, lineno_exp,
col_exp): # noqa
node = ast.AST()
node.lineno = 10
msg = valid_msg.prepare_message(source=source,
node=node,
lineno=lineno,
col=col)
assert msg.line == lineno_exp
assert msg.col == col_exp
assert msg.source == source
def attach_comments(curr, prev):
"""
LOOK FOR CODE BETWEEN prev AND curr
:return: wrapped node with the code
"""
if hasattr(prev.node, "lineno"):
start_line = i = prev.node.end_lineno - 1
end_line = curr.node.lineno - 1
start_col = prev.node.end_col_offset
end_col = len(lines[start_line]) if start_line < end_line else curr.node.col_offset
res = lines[start_line][start_col:end_col]
clr = res.lstrip()
if prev.node.end_col_offset:
start_line += 1
if clr.startswith("#"):
prev.line_comment = clr
while i < end_line:
if clr and not clr.startswith("#"):
break
i += 1
start_col = 0 # between-node code is below prev
res = lines[i]
clr = res.lstrip()
else:
# CHECK OF THERE IS CODE AHEAD OF node ON node's LINE
res = res[:curr.node.col_offset]
clr = res.lstrip()
if not clr:
curr.before_comment = [l.strip() for l in lines[start_line:end_line]] or None
return
# IDENTIFY THE CODE
s = len(res) - len(clr) + start_col
e = res.find("#")
if e == -1:
e = len(res)
e += start_col
before = Previous(
code=lines[i][s:e],
before_comment=[l.strip() for l in lines[start_line:i]] or None,
node=ast.AST(
**{
"lineno": i + 1,
"col_offset": s + 1,
"end_lineno": i + 1,
"end_col_offset": e,
}
),
)
attach_comments(curr, before)
curr.before = before
def test_prepare_invalid_message_invalid_arg(self, valid_msg, args, desc,
exp_error): # noqa
node = ast.AST()
node.lineno = 10
valid_msg.desc = desc
with pytest.raises(robocop.exceptions.InvalidRuleUsageError) as err:
valid_msg.prepare_message(*args,
source='file1.robot',
node=node,
lineno=None,
col=None)
assert rf"Fatal error: Rule '0101' failed to prepare message description with error: {exp_error}" in str(
err)
def parse_unary_right(self, rhs_rule, base_rule, op_mapping):
if not self.more_tokens():
return ParserResult(None, False)
for i in op_mapping:
if self.get_token().tid == i[0]:
tok = self.eat_token()
rhs = self.expect_parse(rhs_rule)
if rhs.keep:
return ParserResult(ast.AST(tok, i[1], rhs=rhs.ast), True)
else:
return ParserResult(None, False)
return self.try_parse(base_rule)
def test_prepare_message_with_jinja(self, kwargs, msg, exp): # noqa
node = ast.AST()
node.lineno = 10
rule = Rule(rule_id="0101", name="some-message", msg=msg, severity=RuleSeverity.WARNING)
msg = rule.prepare_message(
source="file1.robot",
node=node,
lineno=None,
col=None,
end_lineno=None,
end_col=None,
ext_disablers=None,
**kwargs,
)
assert msg.desc == exp
def test_prepare_message(self, valid_msg, source, range,
range_exp): # noqa
node = ast.AST()
node.lineno = 10
lineno, col, end_lineno, end_col = range
lineno_exp, col_exp, end_lineno_exp, end_col_exp = range_exp
msg = valid_msg.prepare_message(source=source,
node=node,
lineno=lineno,
col=col,
end_lineno=end_lineno,
end_col=end_col)
assert msg.line == lineno_exp
assert msg.col == col_exp
assert msg.end_line == end_lineno_exp
assert msg.end_col == end_col_exp
assert msg.source == source
def parse_binary(self, lhs_rule, rhs_rule, op_mapping):
lhs = self.try_parse(lhs_rule)
if not lhs.keep:
return ParserResult(None, False)
if not self.more_tokens():
return lhs
tok = self.get_token()
for i in op_mapping:
if tok.tid == i[0]:
self.eat_token()
rhs = self.expect_parse(rhs_rule)
return ParserResult(
ast.AST(tok, i[1], lhs=lhs.ast, rhs=rhs.ast), True)
return lhs
def parse_unary_left(self, lhs_rule, op_mapping):
lhs = self.try_parse(lhs_rule)
if not lhs.keep:
return ParserResult(None, False)
while self.more_tokens():
tok = self.get_token()
matched = False
for i in op_mapping:
if tok.tid == i[0]:
lhs.ast = ast.AST(tok, i[1], lhs=lhs.ast)
matched = True
break
if matched:
self.eat_token()
else:
break
return lhs
code = "def x(a): pass"
s = setup_state(code, code)
with pytest.raises(
InstructorError,
match=r"`check_call\(\)` can only be called on `check_function_def\(\)` or `check_lambda_function\(\)`\.",
):
s.check_object("x").check_call("f(1)")
# Utility functions to make the above work ------------------------------------
@pytest.mark.parametrize(
"element, no_error",
[
(ast.AST(), True),
([ast.AST()], True),
({"node": ast.AST()}, True),
({"node": [ast.AST()]}, True),
(1, False),
([1, 2], False),
({"node": 1}, False),
({"node": [1, 2]}, False),
],
)
def test_assert_ast(element, no_error):
s = setup_state()._state
if no_error:
assert_ast(s, element, {})
else:
with pytest.raises(InstructorError):
s = setup_state(code, code)
with pytest.raises(
InstructorError,
match=
r"`check_call\(\)` can only be called on `check_function_def\(\)` or `check_lambda_function\(\)`\.",
):
s.check_object("x").check_call("f(1)")
# Utility functions to make the above work ------------------------------------
@pytest.mark.parametrize(
"element, no_error",
[
(ast.AST(), True),
([ast.AST()], True),
({
"node": ast.AST()
}, True),
({
"node": [ast.AST()]
}, True),
(1, False),
([1, 2], False),
({
"node": 1
}, False),
({
"node": [1, 2]
}, False),
s = setup_state(code, code)
with helper.set_v2_only_env('1'):
with pytest.raises(InstructorError, match=r"`has_equal_ast\(\)` should not be called on `check_function\(\)`\."):
s.check_function('round').has_equal_ast()
def test_check_call_not_on_check_function_def():
code = 'def x(a): pass'
s = setup_state(code, code)
with pytest.raises(InstructorError, match=r"`check_call\(\)` can only be called on `check_function_def\(\)` or `check_lambda_function\(\)`\."):
s.check_object('x').check_call("f(1)")
# Utility functions to make the above work ------------------------------------
@pytest.mark.parametrize('element, no_error',
[
(ast.AST(), True),
([ast.AST()], True),
({'node': ast.AST()}, True),
({'node': [ast.AST()]}, True),
(1, False),
([1, 2], False),
({'node': 1}, False),
({'node': [1, 2]}, False),
],
)
def test_assert_ast(element, no_error):
s = setup_state()._state
if no_error:
assert_ast(s, element, {})
else:
with pytest.raises(InstructorError):
import ast
import textwrap
from argparse import ArgumentParser
from collections import defaultdict
from functools import partial
from pathlib import Path
import pyasdl
_BASE_CLASS = "AST"
_TYPING = ast.Name("typing", ast.Load())
_SYS_VERSION = ast.Attribute(ast.Name("sys"), "version_info", ast.Load())
_EMPTY_BODY = [ast.Constant(...)]
_DUMMY_CONDITION = ast.AST(test=ast.AST())
class StubGenerator(pyasdl.ASDLVisitor):
def __init__(self):
self.namespaces = defaultdict(list)
def visit_Type(self, node):
return self.visit(
node.value,
name=node.name,
attributes=self.visit_all(node.value.attributes),
)
def visit_Sum(self, node, name, attributes):
self._create_type(name,
base=_BASE_CLASS,
for point in points:
res = tree.eval({var: point})
if res == "ERROR":
return -1
total += abs(tree.eval({var: point}) - target.eval({var: point}))
return total
POPULATION_SIZE = 10
MUTATION_RATE = 0.3
TARGET = t.SubNode(
t.AddNode(t.MultNode(t.TerminalNode("x"), t.TerminalNode("x")),
t.TerminalNode("x")), t.TerminalNode(6))
TERMINALS = [int(i) for i in range(-10, 11)] + ["x"]
FUNCTIONS = [t.AddNode, t.SubNode, t.MultNode]
GENERATOR = ast.AST(FUNCTIONS, TERMINALS)
print("=============================")
print("Symbolic Regression")
print("==============================")
#ga = GeneticAlgorithm(POPULATION_SIZE, fitness_fun_single_var, MUTATION_RATE,
# GENERATOR, TARGET, var="x", points=[i for i in range(-100, 101)])
#ga.run()
print("==============================")
print("=============================")
print("Symbolic Regression with division")
print("==============================")
FUNCTIONS = [t.AddNode, t.SubNode, t.MultNode, t.DivNode]
GENERATOR = ast.AST(FUNCTIONS, TERMINALS)
ga = GeneticAlgorithm(POPULATION_SIZE,
fitness_fun_single_var_div,
MUTATION_RATE,
def add_comments(node, prev, parent):
"""
ANNOTATE node WITH COMMENTS
:return ANNOTATED node AND ORIGINAL prev
:param node: THE NODE WE ARE ANNOTATING WITH COMMENTS
:param prev: THE NODE BEFORE THIS ONE, MAYBE BELONGING TO SOME OTHER STRUCTURE, REQUIRED SO WE CAN ADD IT line_comment
:param parent: THE PARENT OF node, JUST IN CASE WE WANT MORE CONTEXT
"""
if not hasattr(node, "_fields"):
return node, prev
try:
wrapper_class = lookup[node.__class__]
output = wrapper_class(node=node)
except KeyError:
Log.error("Do not have a wrapper for class {{class_name}}", class_name=node.__class__.__name__)
# DECORATORS ARE BEFORE FUNCTION/CLASS DEFINITION
if "decorator_list" in node._fields:
dec_list = output["decorator_list"] = []
for d in node.decorator_list:
dd, prev = add_comments(d, prev, output)
dd.is_decorator = True
dec_list.append(dd)
# CAPTURE COMMENT LINES ABOVE NODE
if hasattr(node, "lineno") and hasattr(prev.node, "end_lineno"):
attach_comments(output, prev)
first_child = latest_child = Sentinal( # SENTINEL FOR BEGINNING OF TOKEN
is_begin=True,
node={
"lineno": node.lineno,
"col_offset": node.col_offset,
"end_lineno": node.lineno,
"end_col_offset": node.col_offset,
},
)
else:
first_child = latest_child = prev
for f in node._fields:
if f == "decorator_list":
# DECORATORS ARE TREATED SPECIALLY, BEFORE
continue
if f == "ctx":
# THESE "context" VARIABLES HAVE NO PLACE IN THE SOURCE CODE
continue
field_value = getattr(node, f)
if not field_value:
continue
if isinstance(field_value, list):
child_list = output[f] = []
for c in field_value:
cc, latest_child = add_comments(c, latest_child, output)
if isinstance(c, ast.Expr):
cc.eol = CR
child_list.append(cc)
else:
value, latest_child = add_comments(
field_value, latest_child, output
)
output[f] = value
if isinstance(field_value, ast.Constant) and lines[
field_value.lineno - 1
][field_value.col_offset :].startswith('"""'):
# DETECT MULTILINE STRING
value.is_multiline_string = True
elif isinstance(field_value, ast.arguments) and not any(
getattr(field_value, f) for f in field_value._fields
):
# EMPTY ARGUMENTS HAVE NO LOCATION
# ASSUME ARGUMENTS START ON THIS LINE
argline = lines[node.lineno - 1]
found = re.search(r"\(\s*\)", argline)
if not found:
Log.error(
"expecting empty arguments on line {{line}}", line=argline
)
location = first(found.regs)
latest_child = Sentinal(
node={
"lineno": node.lineno,
"col_offset": location[0] + 1,
"end_lineno": node.lineno,
"end_col_offset": location[1],
}
)
if is_data(value) and value.before:
pass
pass
prev = latest_child
if prev is first_child:
prev = output
elif hasattr(node, "lineno"):
# END OF NODE
eon = ast.AST(
**{
"is_end": True,
"lineno": output.node.end_lineno,
"col_offset": output.node.end_col_offset,
"end_lineno": output.node.end_lineno,
"end_col_offset": output.node.end_col_offset,
}
)
eon, _ = add_comments(eon, prev, parent)
if eon.before.before_comment or eon.before.line_comment:
output.after = eon.before
output.after_comment = eon.before_comment
if not hasattr(prev.node, "lineno"):
prev = output
elif (
(node.end_lineno, node.end_col_offset)
> (prev.node.end_lineno, prev.node.end_col_offset)
>= (node.lineno, node.col_offset)
):
prev = output
elif (
# IF ALL ON ONE LINE, THEN GIVE COMMENT TO BIGGEST ast ON LINE
node.lineno
== node.end_lineno
== prev.node.lineno
== prev.node.end_lineno
):
prev = output
return output, prev
def p_main(p):
'''
main : MAIN LP listevariables RP LB commande SEQ PRINT LP expression RP SEQ RB
'''
p[0] = ast.AST('prog', 'main')
p[0].sons = [p[3], p[6], p[10]]
def _parse_out_default_and_doc(
_start_idx,
start_rest_offset,
default,
line,
rstrip_default,
typ,
default_end_offset,
emit_default_doc,
):
"""
Internal function to parse the default and extract out the doc iff `emit_default_doc is False`
:param _start_idx: The start index to look from
:type _start_idx: ```int```
:param start_rest_offset: The start index to look from, for the rest that's appended
:type start_rest_offset: ```int```
:param default: The currently parsed out default, could be the end form, could parse into something more specific
:type default: ```Any```
:param line: Example - "dataset. Defaults to mnist"
:type line: ```str```
:param rstrip_default: Whether to rstrip whitespace, newlines, and '.' from the default
:type rstrip_default: ```bool```
:param typ: The type of the default value, useful to disambiguate `25` the float from `25` the float
:type typ: ```Optional[str]```
:param default_end_offset: Set to -1 if one parenthesis, -2 if )., and 0 if none
:type default_end_offset: ```int```
:param emit_default_doc: Whether help/docstring should include 'With default' text
:type emit_default_doc: ```bool```
:returns: Example - ("dataset. Defaults to mnist", "mnist") if emit_default_doc else ("dataset", "mnist")
:rtype: Tuple[str, Optional[str]]
"""
if typ is not None and typ in simple_types and default not in none_types:
lit = (ast.AST() if typ != "str" and any(
map(
partial(contains, frozenset(
("*", "^", "&", "|", "$", "@", "!"))),
default,
)) else literal_eval("({default})".format(default=default)))
default = ("```{default}```".format(
default=default) if isinstance(lit, ast.AST) else {
"bool": bool,
"int": int,
"float": float,
"complex": complex,
"str": str,
}[typ](lit))
elif default.isdecimal():
default = int(default)
elif default in frozenset(("True", "False")):
default = literal_eval(default)
else:
with suppress(ValueError):
default = float(default)
if emit_default_doc:
return line, default
else:
stop_tokens = frozenset((" ", "\t", "\n", "\n", "."))
extra_offset = int(line[:_start_idx - 1][-1] in frozenset((" ", "\t",
"\n",
"\n")))
if rstrip_default:
offset = count_iter_items(
takewhile(
partial(contains, stop_tokens),
line[start_rest_offset:],
))
start_rest_offset += offset
fst = line[:_start_idx - 1 - extra_offset]
rest = line[start_rest_offset:(
-extra_offset if extra_offset > 0 else None
) if default_end_offset is None else default_end_offset]
return (
fst + rest,
default,
)
import ast
import os
obj = ast.AST()
path = os.path.join("/home", "bigbasket", "Desktop",
"SqlMigrations_Automation", "helloworld.py")
file = open(path, "r")
parsed_object = ast.parse(file.read())
print parsed_object.body[0].body[1].body[1]
s = setup_state(code, code)
with pytest.raises(
InstructorError,
match=
r"`check_call\(\)` can only be called on `check_function_def\(\)` or `check_lambda_function\(\)`\."
):
s.check_object('x').check_call("f(1)")
# Utility functions to make the above work ------------------------------------
@pytest.mark.parametrize(
'element, no_error',
[
(ast.AST(), True),
([ast.AST()], True),
({
'node': ast.AST()
}, True),
({
'node': [ast.AST()]
}, True),
(1, False),
([1, 2], False),
({
'node': 1
}, False),
({
'node': [1, 2]
}, False),
