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cpython/Tools/demo/markov.py at v3.5.3 · python/cpython · GitHub
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v3.5.3
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cpython
/
Tools
/
demo
/
markov.py
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v3.5.3
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cpython
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Tools
/
demo
/
markov.py
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#!/usr/bin/env python3
"""
Markov chain simulation of words or characters.
"""
class
Markov
:
def
__init__
(
self
,
histsize
,
choice
):
self
.
histsize
=
histsize
self
.
choice
=
choice
self
.
trans
=
{}
def
add
(
self
,
state
,
next
):
self
.
trans
.
setdefault
(
state
, []).
append
(
next
)
def
put
(
self
,
seq
):
n
=
self
.
histsize
add
=
self
.
add
add
(
None
,
seq
[:
0
])
for
i
in
range
(
len
(
seq
)):
add
(
seq
[
max
(
0
,
i
-
n
):
i
],
seq
[
i
:
i
+
1
])
add
(
seq
[
len
(
seq
)
-
n
:],
None
)
def
get
(
self
):
choice
=
self
.
choice
trans
=
self
.
trans
n
=
self
.
histsize
seq
=
choice
(
trans
[
None
])
while
True
:
subseq
=
seq
[
max
(
0
,
len
(
seq
)
-
n
):]
options
=
trans
[
subseq
]
next
=
choice
(
options
)
if
not
next
:
break
seq
+=
next
return
seq
def
test
():
import
sys
,
random
,
getopt
args
=
sys
.
argv
[
1
:]
try
:
opts
,
args
=
getopt
.
getopt
(
args
,
'0123456789cdwq'
)
except
getopt
.
error
:
print
(
'Usage: %s [-#] [-cddqw] [file] ...'
%
sys
.
argv
[
0
])
print
(
'Options:'
)
print
(
'-#: 1-digit history size (default 2)'
)
print
(
'-c: characters (default)'
)
print
(
'-w: words'
)
print
(
'-d: more debugging output'
)
print
(
'-q: no debugging output'
)
print
(
'Input files (default stdin) are split in paragraphs'
)
print
(
'separated blank lines and each paragraph is split'
)
print
(
'in words by whitespace, then reconcatenated with'
)
print
(
'exactly one space separating words.'
)
print
(
'Output consists of paragraphs separated by blank'
)
print
(
'lines, where lines are no longer than 72 characters.'
)
sys
.
exit
(
2
)
histsize
=
2
do_words
=
False
debug
=
1
for
o
,
a
in
opts
:
if
'-0'
<=
o
<=
'-9'
:
histsize
=
int
(
o
[
1
:])
if
o
==
'-c'
:
do_words
=
False
if
o
==
'-d'
:
debug
+=
1
if
o
==
'-q'
:
debug
=
0
if
o
==
'-w'
:
do_words
=
True
if
not
args
:
args
=
[
'-'
]
m
=
Markov
(
histsize
,
random
.
choice
)
try
:
for
filename
in
args
:
if
filename
==
'-'
:
f
=
sys
.
stdin
if
f
.
isatty
():
print
(
'Sorry, need stdin from file'
)
continue
else
:
f
=
open
(
filename
,
'r'
)
if
debug
:
print
(
'processing'
,
filename
,
'...'
)
text
=
f
.
read
()
f
.
close
()
paralist
=
text
.
split
(
'
\n
\n
'
)
for
para
in
paralist
:
if
debug
>
1
:
print
(
'feeding ...'
)
words
=
para
.
split
()
if
words
:
if
do_words
:
data
=
tuple
(
words
)
else
:
data
=
' '
.
join
(
words
)
m
.
put
(
data
)
except
KeyboardInterrupt
:
print
(
'Interrupted -- continue with data read so far'
)
if
not
m
.
trans
:
print
(
'No valid input files'
)
return
if
debug
:
print
(
'done.'
)
if
debug
>
1
:
for
key
in
m
.
trans
.
keys
():
if
key
is
None
or
len
(
key
)
<
histsize
:
print
(
repr
(
key
),
m
.
trans
[
key
])
if
histsize
==
0
:
print
(
repr
(
''
),
m
.
trans
[
''
])
print
()
while
True
:
data
=
m
.
get
()
if
do_words
:
words
=
data
else
:
words
=
data
.
split
()
n
=
0
limit
=
72
for
w
in
words
:
if
n
+
len
(
w
)
>
limit
:
print
()
n
=
0
print
(
w
,
end
=
' '
)
n
+=
len
(
w
)
+
1
print
()
print
()
if
__name__
==
"__main__"
:
test
()
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