test_inputtransformer.py
469 lines
| 15.4 KiB
| text/x-python
|
PythonLexer
Thomas Kluyver
|
r10103 | import tokenize | ||
Thomas Kluyver
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r10090 | |||
from IPython.testing import tools as tt | ||||
Thomas Kluyver
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r10095 | from IPython.core import inputtransformer as ipt | ||
Thomas Kluyver
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r10090 | |||
Thomas Kluyver
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r10095 | def transform_and_reset(transformer): | ||
Thomas Kluyver
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r10097 | transformer = transformer() | ||
Thomas Kluyver
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r10090 | def transform(inp): | ||
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r10095 | try: | ||
return transformer.push(inp) | ||||
finally: | ||||
transformer.reset() | ||||
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r10090 | |||
return transform | ||||
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r10095 | # Transformer tests | ||
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r10252 | def transform_checker(tests, transformer, **kwargs): | ||
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r10095 | """Utility to loop over test inputs""" | ||
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r10252 | transformer = transformer(**kwargs) | ||
Thomas Kluyver
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r10095 | try: | ||
for inp, tr in tests: | ||||
Thomas Kluyver
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r10098 | if inp is None: | ||
out = transformer.reset() | ||||
else: | ||||
out = transformer.push(inp) | ||||
Samuel Gaist
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r26899 | assert out == tr | ||
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r10095 | finally: | ||
transformer.reset() | ||||
# Data for all the syntax tests in the form of lists of pairs of | ||||
# raw/transformed input. We store it here as a global dict so that we can use | ||||
# it both within single-function tests and also to validate the behavior of the | ||||
# larger objects | ||||
syntax = \ | ||||
dict(assign_system = | ||||
Matthias Bussonnier
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r25659 | [('a =! ls', "a = get_ipython().getoutput('ls')"), | ||
('b = !ls', "b = get_ipython().getoutput('ls')"), | ||||
('c= !ls', "c = get_ipython().getoutput('ls')"), | ||||
('d == !ls', 'd == !ls'), # Invalid syntax, but we leave == alone. | ||||
Thomas Kluyver
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r10095 | ('x=1', 'x=1'), # normal input is unmodified | ||
(' ',' '), # blank lines are kept intact | ||||
Thomas Kluyver
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r15785 | # Tuple unpacking | ||
Matthias Bussonnier
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r25659 | ("a, b = !echo 'a\\nb'", "a, b = get_ipython().getoutput(\"echo 'a\\\\nb'\")"), | ||
("a,= !echo 'a'", "a, = get_ipython().getoutput(\"echo 'a'\")"), | ||||
("a, *bc = !echo 'a\\nb\\nc'", "a, *bc = get_ipython().getoutput(\"echo 'a\\\\nb\\\\nc'\")"), | ||||
Thomas Kluyver
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r15789 | # Tuple unpacking with regular Python expressions, not our syntax. | ||
Matthias Bussonnier
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r25659 | ("a, b = range(2)", "a, b = range(2)"), | ||
("a, = range(1)", "a, = range(1)"), | ||||
("a, *bc = range(3)", "a, *bc = range(3)"), | ||||
Matthias Bussonnier
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r25658 | ], | ||
Thomas Kluyver
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r10095 | |||
assign_magic = | ||||
Matthias Bussonnier
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r25659 | [('a =% who', "a = get_ipython().run_line_magic('who', '')"), | ||
('b = %who', "b = get_ipython().run_line_magic('who', '')"), | ||||
('c= %ls', "c = get_ipython().run_line_magic('ls', '')"), | ||||
('d == %ls', 'd == %ls'), # Invalid syntax, but we leave == alone. | ||||
Thomas Kluyver
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r10095 | ('x=1', 'x=1'), # normal input is unmodified | ||
(' ',' '), # blank lines are kept intact | ||||
Matthias Bussonnier
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r25659 | ("a, b = %foo", "a, b = get_ipython().run_line_magic('foo', '')"), | ||
Matthias Bussonnier
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r27619 | ], | ||
classic_prompt=[ | ||||
(">>> x=1", "x=1"), | ||||
("x=1", "x=1"), # normal input is unmodified | ||||
(" ", " "), # blank lines are kept intact | ||||
], | ||||
ipy_prompt=[ | ||||
("In [1]: x=1", "x=1"), | ||||
("x=1", "x=1"), # normal input is unmodified | ||||
(" ", " "), # blank lines are kept intact | ||||
], | ||||
# Tests for the escape transformer to leave normal code alone | ||||
escaped_noesc=[ | ||||
(" ", " "), | ||||
("x=1", "x=1"), | ||||
], | ||||
# System calls | ||||
escaped_shell=[ | ||||
("!ls", "get_ipython().system('ls')"), | ||||
# Double-escape shell, this means to capture the output of the | ||||
# subprocess and return it | ||||
("!!ls", "get_ipython().getoutput('ls')"), | ||||
], | ||||
# Help/object info | ||||
escaped_help=[ | ||||
("?", "get_ipython().show_usage()"), | ||||
("?x1", "get_ipython().run_line_magic('pinfo', 'x1')"), | ||||
("??x2", "get_ipython().run_line_magic('pinfo2', 'x2')"), | ||||
("?a.*s", "get_ipython().run_line_magic('psearch', 'a.*s')"), | ||||
("?%hist1", "get_ipython().run_line_magic('pinfo', '%hist1')"), | ||||
("?%%hist2", "get_ipython().run_line_magic('pinfo', '%%hist2')"), | ||||
("?abc = qwe", "get_ipython().run_line_magic('pinfo', 'abc')"), | ||||
], | ||||
end_help=[ | ||||
("x3?", "get_ipython().run_line_magic('pinfo', 'x3')"), | ||||
("x4??", "get_ipython().run_line_magic('pinfo2', 'x4')"), | ||||
("%hist1?", "get_ipython().run_line_magic('pinfo', '%hist1')"), | ||||
("%hist2??", "get_ipython().run_line_magic('pinfo2', '%hist2')"), | ||||
("%%hist3?", "get_ipython().run_line_magic('pinfo', '%%hist3')"), | ||||
("%%hist4??", "get_ipython().run_line_magic('pinfo2', '%%hist4')"), | ||||
("Ï€.foo?", "get_ipython().run_line_magic('pinfo', 'Ï€.foo')"), | ||||
("f*?", "get_ipython().run_line_magic('psearch', 'f*')"), | ||||
("ax.*aspe*?", "get_ipython().run_line_magic('psearch', 'ax.*aspe*')"), | ||||
("a = abc?", "get_ipython().run_line_magic('pinfo', 'abc')"), | ||||
("a = abc.qe??", "get_ipython().run_line_magic('pinfo2', 'abc.qe')"), | ||||
("a = *.items?", "get_ipython().run_line_magic('psearch', '*.items')"), | ||||
("plot(a?", "get_ipython().run_line_magic('pinfo', 'a')"), | ||||
("a*2 #comment?", "a*2 #comment?"), | ||||
], | ||||
# Explicit magic calls | ||||
escaped_magic=[ | ||||
("%cd", "get_ipython().run_line_magic('cd', '')"), | ||||
("%cd /home", "get_ipython().run_line_magic('cd', '/home')"), | ||||
# Backslashes need to be escaped. | ||||
("%cd C:\\User", "get_ipython().run_line_magic('cd', 'C:\\\\User')"), | ||||
(" %magic", " get_ipython().run_line_magic('magic', '')"), | ||||
], | ||||
# Quoting with separate arguments | ||||
escaped_quote=[ | ||||
(",f", 'f("")'), | ||||
(",f x", 'f("x")'), | ||||
(" ,f y", ' f("y")'), | ||||
(",f a b", 'f("a", "b")'), | ||||
], | ||||
# Quoting with single argument | ||||
escaped_quote2=[ | ||||
(";f", 'f("")'), | ||||
(";f x", 'f("x")'), | ||||
(" ;f y", ' f("y")'), | ||||
(";f a b", 'f("a b")'), | ||||
], | ||||
# Simply apply parens | ||||
escaped_paren=[ | ||||
("/f", "f()"), | ||||
("/f x", "f(x)"), | ||||
(" /f y", " f(y)"), | ||||
("/f a b", "f(a, b)"), | ||||
], | ||||
# Check that we transform prompts before other transforms | ||||
mixed=[ | ||||
("In [1]: %lsmagic", "get_ipython().run_line_magic('lsmagic', '')"), | ||||
(">>> %lsmagic", "get_ipython().run_line_magic('lsmagic', '')"), | ||||
("In [2]: !ls", "get_ipython().system('ls')"), | ||||
("In [3]: abs?", "get_ipython().run_line_magic('pinfo', 'abs')"), | ||||
("In [4]: b = %who", "b = get_ipython().run_line_magic('who', '')"), | ||||
], | ||||
) | ||||
Thomas Kluyver
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r10090 | |||
Thomas Kluyver
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r10095 | # multiline syntax examples. Each of these should be a list of lists, with | ||
# each entry itself having pairs of raw/transformed input. The union (with | ||||
# '\n'.join() of the transformed inputs is what the splitter should produce | ||||
# when fed the raw lines one at a time via push. | ||||
syntax_ml = \ | ||||
dict(classic_prompt = | ||||
[ [('>>> for i in range(10):','for i in range(10):'), | ||||
('... print i',' print i'), | ||||
('... ', ''), | ||||
], | ||||
[('>>> a="""','a="""'), | ||||
('... 123"""','123"""'), | ||||
], | ||||
[('a="""','a="""'), | ||||
MinRK
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r12309 | ('... 123','123'), | ||
('... 456"""','456"""'), | ||||
], | ||||
[('a="""','a="""'), | ||||
('>>> 123','123'), | ||||
('... 456"""','456"""'), | ||||
Thomas Kluyver
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r10652 | ], | ||
[('a="""','a="""'), | ||||
('123','123'), | ||||
('... 456"""','... 456"""'), | ||||
Thomas Kluyver
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r10095 | ], | ||
MinRK
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r12231 | [('....__class__','....__class__'), | ||
], | ||||
[('a=5', 'a=5'), | ||||
MinRK
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r12309 | ('...', ''), | ||
MinRK
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r12231 | ], | ||
Thomas Kluyver
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r11056 | [('>>> def f(x):', 'def f(x):'), | ||
('...', ''), | ||||
('... return x', ' return x'), | ||||
], | ||||
Thomas Kluyver
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r17037 | [('board = """....', 'board = """....'), | ||
('....', '....'), | ||||
('...."""', '...."""'), | ||||
], | ||||
Thomas Kluyver
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r10095 | ], | ||
Thomas Kluyver
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r10090 | |||
Thomas Kluyver
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r10095 | ipy_prompt = | ||
[ [('In [24]: for i in range(10):','for i in range(10):'), | ||||
(' ....: print i',' print i'), | ||||
(' ....: ', ''), | ||||
], | ||||
Thomas Kluyver
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r13934 | [('In [24]: for i in range(10):','for i in range(10):'), | ||
# Qt console prompts expand with spaces, not dots | ||||
(' ...: print i',' print i'), | ||||
(' ...: ', ''), | ||||
], | ||||
Pascal Bugnion
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r19036 | [('In [24]: for i in range(10):','for i in range(10):'), | ||
Pascal Bugnion
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r19038 | # Sometimes whitespace preceding '...' has been removed | ||
Pascal Bugnion
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r19036 | ('...: print i',' print i'), | ||
('...: ', ''), | ||||
], | ||||
Pascal Bugnion
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r19037 | [('In [24]: for i in range(10):','for i in range(10):'), | ||
# Space after last continuation prompt has been removed (issue #6674) | ||||
('...: print i',' print i'), | ||||
('...:', ''), | ||||
], | ||||
Thomas Kluyver
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r10095 | [('In [2]: a="""','a="""'), | ||
(' ...: 123"""','123"""'), | ||||
], | ||||
[('a="""','a="""'), | ||||
MinRK
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r12309 | (' ...: 123','123'), | ||
(' ...: 456"""','456"""'), | ||||
], | ||||
[('a="""','a="""'), | ||||
('In [1]: 123','123'), | ||||
(' ...: 456"""','456"""'), | ||||
Thomas Kluyver
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r10652 | ], | ||
[('a="""','a="""'), | ||||
('123','123'), | ||||
(' ...: 456"""',' ...: 456"""'), | ||||
Thomas Kluyver
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r10095 | ], | ||
], | ||||
Thomas Kluyver
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r10090 | |||
Thomas Kluyver
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r10112 | multiline_datastructure_prompt = | ||
Thomas Kluyver
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r10095 | [ [('>>> a = [1,','a = [1,'), | ||
('... 2]','2]'), | ||||
], | ||||
], | ||||
Thomas Kluyver
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r10112 | |||
multiline_datastructure = | ||||
[ [('b = ("%s"', None), | ||||
('# comment', None), | ||||
('%foo )', 'b = ("%s"\n# comment\n%foo )'), | ||||
], | ||||
], | ||||
Thomas Kluyver
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r10095 | |||
Thomas Kluyver
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r12352 | multiline_string = | ||
[ [("'''foo?", None), | ||||
("bar'''", "'''foo?\nbar'''"), | ||||
], | ||||
], | ||||
Thomas Kluyver
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r10095 | leading_indent = | ||
[ [(' print "hi"','print "hi"'), | ||||
Thomas Kluyver
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r10097 | ], | ||
[(' for a in range(5):','for a in range(5):'), | ||||
Thomas Kluyver
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r10095 | (' a*2',' a*2'), | ||
], | ||||
[(' a="""','a="""'), | ||||
(' 123"""','123"""'), | ||||
], | ||||
[('a="""','a="""'), | ||||
(' 123"""',' 123"""'), | ||||
], | ||||
], | ||||
cellmagic = | ||||
Matthias Bussonnier
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r25659 | [ [('%%foo a', None), | ||
Matthias Bussonnier
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r25658 | (None, "get_ipython().run_cell_magic('foo', 'a', '')"), | ||
Thomas Kluyver
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r10095 | ], | ||
Matthias Bussonnier
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r25659 | [('%%bar 123', None), | ||
('hello', None), | ||||
Matthias Bussonnier
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r25658 | (None , "get_ipython().run_cell_magic('bar', '123', 'hello')"), | ||
Thomas Kluyver
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r10095 | ], | ||
Matthias Bussonnier
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r25659 | [('a=5', 'a=5'), | ||
('%%cellmagic', '%%cellmagic'), | ||||
MinRK
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r11473 | ], | ||
Thomas Kluyver
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r10095 | ], | ||
escaped = | ||||
[ [('%abc def \\', None), | ||||
Matthias Bussonnier
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r25658 | ('ghi', "get_ipython().run_line_magic('abc', 'def ghi')"), | ||
Thomas Kluyver
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r10095 | ], | ||
[('%abc def \\', None), | ||||
('ghi\\', None), | ||||
Matthias Bussonnier
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r25658 | (None, "get_ipython().run_line_magic('abc', 'def ghi')"), | ||
Thomas Kluyver
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r10095 | ], | ||
], | ||||
assign_magic = | ||||
Matthias Bussonnier
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r25659 | [ [('a = %bc de \\', None), | ||
('fg', "a = get_ipython().run_line_magic('bc', 'de fg')"), | ||||
Thomas Kluyver
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r10095 | ], | ||
Matthias Bussonnier
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r25659 | [('a = %bc de \\', None), | ||
('fg\\', None), | ||||
Matthias Bussonnier
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r25658 | (None, "a = get_ipython().run_line_magic('bc', 'de fg')"), | ||
Thomas Kluyver
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r10095 | ], | ||
], | ||||
assign_system = | ||||
Matthias Bussonnier
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r25659 | [ [('a = !bc de \\', None), | ||
('fg', "a = get_ipython().getoutput('bc de fg')"), | ||||
Thomas Kluyver
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r10095 | ], | ||
Matthias Bussonnier
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r25659 | [('a = !bc de \\', None), | ||
('fg\\', None), | ||||
Matthias Bussonnier
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r25658 | (None, "a = get_ipython().getoutput('bc de fg')"), | ||
Thomas Kluyver
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r10095 | ], | ||
], | ||||
) | ||||
Thomas Kluyver
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r10090 | |||
Thomas Kluyver
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r10091 | |||
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r10095 | def test_assign_system(): | ||
tt.check_pairs(transform_and_reset(ipt.assign_from_system), syntax['assign_system']) | ||||
def test_assign_magic(): | ||||
tt.check_pairs(transform_and_reset(ipt.assign_from_magic), syntax['assign_magic']) | ||||
Thomas Kluyver
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r10091 | |||
def test_classic_prompt(): | ||||
Thomas Kluyver
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r10095 | tt.check_pairs(transform_and_reset(ipt.classic_prompt), syntax['classic_prompt']) | ||
for example in syntax_ml['classic_prompt']: | ||||
transform_checker(example, ipt.classic_prompt) | ||||
Thomas Kluyver
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r10112 | for example in syntax_ml['multiline_datastructure_prompt']: | ||
Thomas Kluyver
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r10097 | transform_checker(example, ipt.classic_prompt) | ||
Thomas Kluyver
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r10091 | |||
Thomas Kluyver
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r21954 | # Check that we don't transform the second line if the first is obviously | ||
# IPython syntax | ||||
transform_checker([ | ||||
Matthias Bussonnier
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r25659 | ('%foo', '%foo'), | ||
('>>> bar', '>>> bar'), | ||||
Thomas Kluyver
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r21954 | ], ipt.classic_prompt) | ||
Thomas Kluyver
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r10091 | |||
def test_ipy_prompt(): | ||||
Thomas Kluyver
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r10095 | tt.check_pairs(transform_and_reset(ipt.ipy_prompt), syntax['ipy_prompt']) | ||
for example in syntax_ml['ipy_prompt']: | ||||
transform_checker(example, ipt.ipy_prompt) | ||||
Thomas Kluyver
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r10091 | |||
Thomas Kluyver
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r21954 | # Check that we don't transform the second line if we're inside a cell magic | ||
transform_checker([ | ||||
Matthias Bussonnier
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r25659 | ('%%foo', '%%foo'), | ||
('In [1]: bar', 'In [1]: bar'), | ||||
Thomas Kluyver
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r21954 | ], ipt.ipy_prompt) | ||
Thomas Kluyver
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r10107 | def test_assemble_logical_lines(): | ||
tests = \ | ||||
Matthias Bussonnier
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r25659 | [ [("a = \\", None), | ||
("123", "a = 123"), | ||||
Thomas Kluyver
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r10107 | ], | ||
Matthias Bussonnier
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r25659 | [("a = \\", None), # Test resetting when within a multi-line string | ||
("12 *\\", None), | ||||
(None, "a = 12 *"), | ||||
Thomas Kluyver
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r10112 | ], | ||
Matthias Bussonnier
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r25659 | [("# foo\\", "# foo\\"), # Comments can't be continued like this | ||
Thomas Kluyver
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r10107 | ], | ||
] | ||||
for example in tests: | ||||
transform_checker(example, ipt.assemble_logical_lines) | ||||
def test_assemble_python_lines(): | ||||
tests = \ | ||||
Matthias Bussonnier
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r25659 | [ [("a = '''", None), | ||
("abc'''", "a = '''\nabc'''"), | ||||
Thomas Kluyver
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r10107 | ], | ||
Matthias Bussonnier
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r25659 | [("a = '''", None), # Test resetting when within a multi-line string | ||
("def", None), | ||||
(None, "a = '''\ndef"), | ||||
Thomas Kluyver
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r10107 | ], | ||
Matthias Bussonnier
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r25659 | [("a = [1,", None), | ||
("2]", "a = [1,\n2]"), | ||||
Thomas Kluyver
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r10107 | ], | ||
Matthias Bussonnier
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r25659 | [("a = [1,", None), # Test resetting when within a multi-line string | ||
("2,", None), | ||||
(None, "a = [1,\n2,"), | ||||
Thomas Kluyver
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r10107 | ], | ||
Matthias Bussonnier
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r25659 | [("a = '''", None), # Test line continuation within a multi-line string | ||
("abc\\", None), | ||||
("def", None), | ||||
("'''", "a = '''\nabc\\\ndef\n'''"), | ||||
Thomas Kluyver
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r23183 | ], | ||
Thomas Kluyver
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r10112 | ] + syntax_ml['multiline_datastructure'] | ||
Thomas Kluyver
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r10107 | for example in tests: | ||
transform_checker(example, ipt.assemble_python_lines) | ||||
Thomas Kluyver
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r10095 | def test_help_end(): | ||
tt.check_pairs(transform_and_reset(ipt.help_end), syntax['end_help']) | ||||
Thomas Kluyver
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r10091 | |||
Thomas Kluyver
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r10095 | def test_escaped_noesc(): | ||
Thomas Kluyver
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r10107 | tt.check_pairs(transform_and_reset(ipt.escaped_commands), syntax['escaped_noesc']) | ||
Thomas Kluyver
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r10092 | |||
Thomas Kluyver
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r10095 | def test_escaped_shell(): | ||
Thomas Kluyver
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r10107 | tt.check_pairs(transform_and_reset(ipt.escaped_commands), syntax['escaped_shell']) | ||
Thomas Kluyver
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r10092 | |||
Thomas Kluyver
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r10095 | def test_escaped_help(): | ||
Thomas Kluyver
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r10107 | tt.check_pairs(transform_and_reset(ipt.escaped_commands), syntax['escaped_help']) | ||
Thomas Kluyver
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r10095 | |||
def test_escaped_magic(): | ||||
Thomas Kluyver
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r10107 | tt.check_pairs(transform_and_reset(ipt.escaped_commands), syntax['escaped_magic']) | ||
Thomas Kluyver
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r10095 | |||
def test_escaped_quote(): | ||||
Thomas Kluyver
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r10107 | tt.check_pairs(transform_and_reset(ipt.escaped_commands), syntax['escaped_quote']) | ||
Thomas Kluyver
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r10095 | |||
def test_escaped_quote2(): | ||||
Thomas Kluyver
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r10107 | tt.check_pairs(transform_and_reset(ipt.escaped_commands), syntax['escaped_quote2']) | ||
Thomas Kluyver
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r10095 | |||
def test_escaped_paren(): | ||||
Thomas Kluyver
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r10107 | tt.check_pairs(transform_and_reset(ipt.escaped_commands), syntax['escaped_paren']) | ||
Thomas Kluyver
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r10095 | |||
def test_cellmagic(): | ||||
for example in syntax_ml['cellmagic']: | ||||
transform_checker(example, ipt.cellmagic) | ||||
Thomas Kluyver
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r10252 | |||
Matthias Bussonnier
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r25659 | line_example = [('%%bar 123', None), | ||
('hello', None), | ||||
('' , "get_ipython().run_cell_magic('bar', '123', 'hello')"), | ||||
Thomas Kluyver
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r10252 | ] | ||
transform_checker(line_example, ipt.cellmagic, end_on_blank_line=True) | ||||
Thomas Kluyver
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r10097 | |||
def test_has_comment(): | ||||
tests = [('text', False), | ||||
('text #comment', True), | ||||
('text #comment\n', True), | ||||
('#comment', True), | ||||
('#comment\n', True), | ||||
('a = "#string"', False), | ||||
('a = "#string" # comment', True), | ||||
('a #comment not "string"', True), | ||||
] | ||||
tt.check_pairs(ipt.has_comment, tests) | ||||
Thomas Kluyver
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r10103 | |||
@ipt.TokenInputTransformer.wrap | ||||
def decistmt(tokens): | ||||
"""Substitute Decimals for floats in a string of statements. | ||||
Based on an example from the tokenize module docs. | ||||
""" | ||||
result = [] | ||||
for toknum, tokval, _, _, _ in tokens: | ||||
if toknum == tokenize.NUMBER and '.' in tokval: # replace NUMBER tokens | ||||
Matthias Bussonnier
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r25659 | yield from [ | ||
Thomas Kluyver
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r10103 | (tokenize.NAME, 'Decimal'), | ||
(tokenize.OP, '('), | ||||
(tokenize.STRING, repr(tokval)), | ||||
(tokenize.OP, ')') | ||||
Matthias Bussonnier
|
r25659 | ] | ||
Thomas Kluyver
|
r10103 | else: | ||
yield (toknum, tokval) | ||||
def test_token_input_transformer(): | ||||
Matthias Bussonnier
|
r25659 | tests = [('1.2', "Decimal ('1.2')"), | ||
('"1.2"', '"1.2"'), | ||||
Thomas Kluyver
|
r10103 | ] | ||
tt.check_pairs(transform_and_reset(decistmt), tests) | ||||
ml_tests = \ | ||||
Matthias Bussonnier
|
r25659 | [ [("a = 1.2; b = '''x", None), | ||
("y'''", "a =Decimal ('1.2');b ='''x\ny'''"), | ||||
Thomas Kluyver
|
r10103 | ], | ||
Matthias Bussonnier
|
r25659 | [("a = [1.2,", None), | ||
("3]", "a =[Decimal ('1.2'),\n3 ]"), | ||||
Thomas Kluyver
|
r10103 | ], | ||
Matthias Bussonnier
|
r25659 | [("a = '''foo", None), # Test resetting when within a multi-line string | ||
("bar", None), | ||||
(None, "a = '''foo\nbar"), | ||||
Thomas Kluyver
|
r10103 | ], | ||
] | ||||
for example in ml_tests: | ||||
transform_checker(example, decistmt) | ||||