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"""Module for interactive demos using IPython. | |
This module implements a few classes for running Python scripts interactively | |
in IPython for demonstrations. With very simple markup (a few tags in | |
comments), you can control points where the script stops executing and returns | |
control to IPython. | |
Provided classes | |
---------------- | |
The classes are (see their docstrings for further details): | |
- Demo: pure python demos | |
- IPythonDemo: demos with input to be processed by IPython as if it had been | |
typed interactively (so magics work, as well as any other special syntax you | |
may have added via input prefilters). | |
- LineDemo: single-line version of the Demo class. These demos are executed | |
one line at a time, and require no markup. | |
- IPythonLineDemo: IPython version of the LineDemo class (the demo is | |
executed a line at a time, but processed via IPython). | |
- ClearMixin: mixin to make Demo classes with less visual clutter. It | |
declares an empty marquee and a pre_cmd that clears the screen before each | |
block (see Subclassing below). | |
- ClearDemo, ClearIPDemo: mixin-enabled versions of the Demo and IPythonDemo | |
classes. | |
Inheritance diagram: | |
.. inheritance-diagram:: IPython.lib.demo | |
:parts: 3 | |
Subclassing | |
----------- | |
The classes here all include a few methods meant to make customization by | |
subclassing more convenient. Their docstrings below have some more details: | |
- highlight(): format every block and optionally highlight comments and | |
docstring content. | |
- marquee(): generates a marquee to provide visible on-screen markers at each | |
block start and end. | |
- pre_cmd(): run right before the execution of each block. | |
- post_cmd(): run right after the execution of each block. If the block | |
raises an exception, this is NOT called. | |
Operation | |
--------- | |
The file is run in its own empty namespace (though you can pass it a string of | |
arguments as if in a command line environment, and it will see those as | |
sys.argv). But at each stop, the global IPython namespace is updated with the | |
current internal demo namespace, so you can work interactively with the data | |
accumulated so far. | |
By default, each block of code is printed (with syntax highlighting) before | |
executing it and you have to confirm execution. This is intended to show the | |
code to an audience first so you can discuss it, and only proceed with | |
execution once you agree. There are a few tags which allow you to modify this | |
behavior. | |
The supported tags are: | |
# <demo> stop | |
Defines block boundaries, the points where IPython stops execution of the | |
file and returns to the interactive prompt. | |
You can optionally mark the stop tag with extra dashes before and after the | |
word 'stop', to help visually distinguish the blocks in a text editor: | |
# <demo> --- stop --- | |
# <demo> silent | |
Make a block execute silently (and hence automatically). Typically used in | |
cases where you have some boilerplate or initialization code which you need | |
executed but do not want to be seen in the demo. | |
# <demo> auto | |
Make a block execute automatically, but still being printed. Useful for | |
simple code which does not warrant discussion, since it avoids the extra | |
manual confirmation. | |
# <demo> auto_all | |
This tag can _only_ be in the first block, and if given it overrides the | |
individual auto tags to make the whole demo fully automatic (no block asks | |
for confirmation). It can also be given at creation time (or the attribute | |
set later) to override what's in the file. | |
While _any_ python file can be run as a Demo instance, if there are no stop | |
tags the whole file will run in a single block (no different that calling | |
first %pycat and then %run). The minimal markup to make this useful is to | |
place a set of stop tags; the other tags are only there to let you fine-tune | |
the execution. | |
This is probably best explained with the simple example file below. You can | |
copy this into a file named ex_demo.py, and try running it via:: | |
from IPython.lib.demo import Demo | |
d = Demo('ex_demo.py') | |
d() | |
Each time you call the demo object, it runs the next block. The demo object | |
has a few useful methods for navigation, like again(), edit(), jump(), seek() | |
and back(). It can be reset for a new run via reset() or reloaded from disk | |
(in case you've edited the source) via reload(). See their docstrings below. | |
Note: To make this simpler to explore, a file called "demo-exercizer.py" has | |
been added to the "docs/examples/core" directory. Just cd to this directory in | |
an IPython session, and type:: | |
%run demo-exercizer.py | |
and then follow the directions. | |
Example | |
------- | |
The following is a very simple example of a valid demo file. | |
:: | |
#################### EXAMPLE DEMO <ex_demo.py> ############################### | |
'''A simple interactive demo to illustrate the use of IPython's Demo class.''' | |
print('Hello, welcome to an interactive IPython demo.') | |
# The mark below defines a block boundary, which is a point where IPython will | |
# stop execution and return to the interactive prompt. The dashes are actually | |
# optional and used only as a visual aid to clearly separate blocks while | |
# editing the demo code. | |
# <demo> stop | |
x = 1 | |
y = 2 | |
# <demo> stop | |
# the mark below makes this block as silent | |
# <demo> silent | |
print('This is a silent block, which gets executed but not printed.') | |
# <demo> stop | |
# <demo> auto | |
print('This is an automatic block.') | |
print('It is executed without asking for confirmation, but printed.') | |
z = x + y | |
print('z =', x) | |
# <demo> stop | |
# This is just another normal block. | |
print('z is now:', z) | |
print('bye!') | |
################### END EXAMPLE DEMO <ex_demo.py> ############################ | |
""" | |
#***************************************************************************** | |
# Copyright (C) 2005-2006 Fernando Perez. <[email protected]> | |
# | |
# Distributed under the terms of the BSD License. The full license is in | |
# the file COPYING, distributed as part of this software. | |
# | |
#***************************************************************************** | |
import os | |
import re | |
import shlex | |
import sys | |
import pygments | |
from pathlib import Path | |
from IPython.utils.text import marquee | |
from IPython.utils import openpy | |
from IPython.utils import py3compat | |
__all__ = ['Demo','IPythonDemo','LineDemo','IPythonLineDemo','DemoError'] | |
class DemoError(Exception): pass | |
def re_mark(mark): | |
return re.compile(r'^\s*#\s+<demo>\s+%s\s*$' % mark,re.MULTILINE) | |
class Demo(object): | |
re_stop = re_mark(r'-*\s?stop\s?-*') | |
re_silent = re_mark('silent') | |
re_auto = re_mark('auto') | |
re_auto_all = re_mark('auto_all') | |
def __init__(self,src,title='',arg_str='',auto_all=None, format_rst=False, | |
formatter='terminal', style='default'): | |
"""Make a new demo object. To run the demo, simply call the object. | |
See the module docstring for full details and an example (you can use | |
IPython.Demo? in IPython to see it). | |
Inputs: | |
- src is either a file, or file-like object, or a | |
string that can be resolved to a filename. | |
Optional inputs: | |
- title: a string to use as the demo name. Of most use when the demo | |
you are making comes from an object that has no filename, or if you | |
want an alternate denotation distinct from the filename. | |
- arg_str(''): a string of arguments, internally converted to a list | |
just like sys.argv, so the demo script can see a similar | |
environment. | |
- auto_all(None): global flag to run all blocks automatically without | |
confirmation. This attribute overrides the block-level tags and | |
applies to the whole demo. It is an attribute of the object, and | |
can be changed at runtime simply by reassigning it to a boolean | |
value. | |
- format_rst(False): a bool to enable comments and doc strings | |
formatting with pygments rst lexer | |
- formatter('terminal'): a string of pygments formatter name to be | |
used. Useful values for terminals: terminal, terminal256, | |
terminal16m | |
- style('default'): a string of pygments style name to be used. | |
""" | |
if hasattr(src, "read"): | |
# It seems to be a file or a file-like object | |
self.fname = "from a file-like object" | |
if title == '': | |
self.title = "from a file-like object" | |
else: | |
self.title = title | |
else: | |
# Assume it's a string or something that can be converted to one | |
self.fname = src | |
if title == '': | |
(filepath, filename) = os.path.split(src) | |
self.title = filename | |
else: | |
self.title = title | |
self.sys_argv = [src] + shlex.split(arg_str) | |
self.auto_all = auto_all | |
self.src = src | |
try: | |
ip = get_ipython() # this is in builtins whenever IPython is running | |
self.inside_ipython = True | |
except NameError: | |
self.inside_ipython = False | |
if self.inside_ipython: | |
# get a few things from ipython. While it's a bit ugly design-wise, | |
# it ensures that things like color scheme and the like are always in | |
# sync with the ipython mode being used. This class is only meant to | |
# be used inside ipython anyways, so it's OK. | |
self.ip_ns = ip.user_ns | |
self.ip_colorize = ip.pycolorize | |
self.ip_showtb = ip.showtraceback | |
self.ip_run_cell = ip.run_cell | |
self.shell = ip | |
self.formatter = pygments.formatters.get_formatter_by_name(formatter, | |
style=style) | |
self.python_lexer = pygments.lexers.get_lexer_by_name("py3") | |
self.format_rst = format_rst | |
if format_rst: | |
self.rst_lexer = pygments.lexers.get_lexer_by_name("rst") | |
# load user data and initialize data structures | |
self.reload() | |
def fload(self): | |
"""Load file object.""" | |
# read data and parse into blocks | |
if hasattr(self, 'fobj') and self.fobj is not None: | |
self.fobj.close() | |
if hasattr(self.src, "read"): | |
# It seems to be a file or a file-like object | |
self.fobj = self.src | |
else: | |
# Assume it's a string or something that can be converted to one | |
self.fobj = openpy.open(self.fname) | |
def reload(self): | |
"""Reload source from disk and initialize state.""" | |
self.fload() | |
self.src = "".join(openpy.strip_encoding_cookie(self.fobj)) | |
src_b = [b.strip() for b in self.re_stop.split(self.src) if b] | |
self._silent = [bool(self.re_silent.findall(b)) for b in src_b] | |
self._auto = [bool(self.re_auto.findall(b)) for b in src_b] | |
# if auto_all is not given (def. None), we read it from the file | |
if self.auto_all is None: | |
self.auto_all = bool(self.re_auto_all.findall(src_b[0])) | |
else: | |
self.auto_all = bool(self.auto_all) | |
# Clean the sources from all markup so it doesn't get displayed when | |
# running the demo | |
src_blocks = [] | |
auto_strip = lambda s: self.re_auto.sub('',s) | |
for i,b in enumerate(src_b): | |
if self._auto[i]: | |
src_blocks.append(auto_strip(b)) | |
else: | |
src_blocks.append(b) | |
# remove the auto_all marker | |
src_blocks[0] = self.re_auto_all.sub('',src_blocks[0]) | |
self.nblocks = len(src_blocks) | |
self.src_blocks = src_blocks | |
# also build syntax-highlighted source | |
self.src_blocks_colored = list(map(self.highlight,self.src_blocks)) | |
# ensure clean namespace and seek offset | |
self.reset() | |
def reset(self): | |
"""Reset the namespace and seek pointer to restart the demo""" | |
self.user_ns = {} | |
self.finished = False | |
self.block_index = 0 | |
def _validate_index(self,index): | |
if index<0 or index>=self.nblocks: | |
raise ValueError('invalid block index %s' % index) | |
def _get_index(self,index): | |
"""Get the current block index, validating and checking status. | |
Returns None if the demo is finished""" | |
if index is None: | |
if self.finished: | |
print('Demo finished. Use <demo_name>.reset() if you want to rerun it.') | |
return None | |
index = self.block_index | |
else: | |
self._validate_index(index) | |
return index | |
def seek(self,index): | |
"""Move the current seek pointer to the given block. | |
You can use negative indices to seek from the end, with identical | |
semantics to those of Python lists.""" | |
if index<0: | |
index = self.nblocks + index | |
self._validate_index(index) | |
self.block_index = index | |
self.finished = False | |
def back(self,num=1): | |
"""Move the seek pointer back num blocks (default is 1).""" | |
self.seek(self.block_index-num) | |
def jump(self,num=1): | |
"""Jump a given number of blocks relative to the current one. | |
The offset can be positive or negative, defaults to 1.""" | |
self.seek(self.block_index+num) | |
def again(self): | |
"""Move the seek pointer back one block and re-execute.""" | |
self.back(1) | |
self() | |
def edit(self,index=None): | |
"""Edit a block. | |
If no number is given, use the last block executed. | |
This edits the in-memory copy of the demo, it does NOT modify the | |
original source file. If you want to do that, simply open the file in | |
an editor and use reload() when you make changes to the file. This | |
method is meant to let you change a block during a demonstration for | |
explanatory purposes, without damaging your original script.""" | |
index = self._get_index(index) | |
if index is None: | |
return | |
# decrease the index by one (unless we're at the very beginning), so | |
# that the default demo.edit() call opens up the sblock we've last run | |
if index>0: | |
index -= 1 | |
filename = self.shell.mktempfile(self.src_blocks[index]) | |
self.shell.hooks.editor(filename, 1) | |
with open(Path(filename), "r", encoding="utf-8") as f: | |
new_block = f.read() | |
# update the source and colored block | |
self.src_blocks[index] = new_block | |
self.src_blocks_colored[index] = self.highlight(new_block) | |
self.block_index = index | |
# call to run with the newly edited index | |
self() | |
def show(self,index=None): | |
"""Show a single block on screen""" | |
index = self._get_index(index) | |
if index is None: | |
return | |
print(self.marquee('<%s> block # %s (%s remaining)' % | |
(self.title,index,self.nblocks-index-1))) | |
print(self.src_blocks_colored[index]) | |
sys.stdout.flush() | |
def show_all(self): | |
"""Show entire demo on screen, block by block""" | |
fname = self.title | |
title = self.title | |
nblocks = self.nblocks | |
silent = self._silent | |
marquee = self.marquee | |
for index,block in enumerate(self.src_blocks_colored): | |
if silent[index]: | |
print(marquee('<%s> SILENT block # %s (%s remaining)' % | |
(title,index,nblocks-index-1))) | |
else: | |
print(marquee('<%s> block # %s (%s remaining)' % | |
(title,index,nblocks-index-1))) | |
print(block, end=' ') | |
sys.stdout.flush() | |
def run_cell(self,source): | |
"""Execute a string with one or more lines of code""" | |
exec(source, self.user_ns) | |
def __call__(self,index=None): | |
"""run a block of the demo. | |
If index is given, it should be an integer >=1 and <= nblocks. This | |
means that the calling convention is one off from typical Python | |
lists. The reason for the inconsistency is that the demo always | |
prints 'Block n/N, and N is the total, so it would be very odd to use | |
zero-indexing here.""" | |
index = self._get_index(index) | |
if index is None: | |
return | |
try: | |
marquee = self.marquee | |
next_block = self.src_blocks[index] | |
self.block_index += 1 | |
if self._silent[index]: | |
print(marquee('Executing silent block # %s (%s remaining)' % | |
(index,self.nblocks-index-1))) | |
else: | |
self.pre_cmd() | |
self.show(index) | |
if self.auto_all or self._auto[index]: | |
print(marquee('output:')) | |
else: | |
print(marquee('Press <q> to quit, <Enter> to execute...'), end=' ') | |
ans = py3compat.input().strip() | |
if ans: | |
print(marquee('Block NOT executed')) | |
return | |
try: | |
save_argv = sys.argv | |
sys.argv = self.sys_argv | |
self.run_cell(next_block) | |
self.post_cmd() | |
finally: | |
sys.argv = save_argv | |
except: | |
if self.inside_ipython: | |
self.ip_showtb(filename=self.fname) | |
else: | |
if self.inside_ipython: | |
self.ip_ns.update(self.user_ns) | |
if self.block_index == self.nblocks: | |
mq1 = self.marquee('END OF DEMO') | |
if mq1: | |
# avoid spurious print if empty marquees are used | |
print() | |
print(mq1) | |
print(self.marquee('Use <demo_name>.reset() if you want to rerun it.')) | |
self.finished = True | |
# These methods are meant to be overridden by subclasses who may wish to | |
# customize the behavior of of their demos. | |
def marquee(self,txt='',width=78,mark='*'): | |
"""Return the input string centered in a 'marquee'.""" | |
return marquee(txt,width,mark) | |
def pre_cmd(self): | |
"""Method called before executing each block.""" | |
pass | |
def post_cmd(self): | |
"""Method called after executing each block.""" | |
pass | |
def highlight(self, block): | |
"""Method called on each block to highlight it content""" | |
tokens = pygments.lex(block, self.python_lexer) | |
if self.format_rst: | |
from pygments.token import Token | |
toks = [] | |
for token in tokens: | |
if token[0] == Token.String.Doc and len(token[1]) > 6: | |
toks += pygments.lex(token[1][:3], self.python_lexer) | |
# parse doc string content by rst lexer | |
toks += pygments.lex(token[1][3:-3], self.rst_lexer) | |
toks += pygments.lex(token[1][-3:], self.python_lexer) | |
elif token[0] == Token.Comment.Single: | |
toks.append((Token.Comment.Single, token[1][0])) | |
# parse comment content by rst lexer | |
# remove the extra newline added by rst lexer | |
toks += list(pygments.lex(token[1][1:], self.rst_lexer))[:-1] | |
else: | |
toks.append(token) | |
tokens = toks | |
return pygments.format(tokens, self.formatter) | |
class IPythonDemo(Demo): | |
"""Class for interactive demos with IPython's input processing applied. | |
This subclasses Demo, but instead of executing each block by the Python | |
interpreter (via exec), it actually calls IPython on it, so that any input | |
filters which may be in place are applied to the input block. | |
If you have an interactive environment which exposes special input | |
processing, you can use this class instead to write demo scripts which | |
operate exactly as if you had typed them interactively. The default Demo | |
class requires the input to be valid, pure Python code. | |
""" | |
def run_cell(self,source): | |
"""Execute a string with one or more lines of code""" | |
self.shell.run_cell(source) | |
class LineDemo(Demo): | |
"""Demo where each line is executed as a separate block. | |
The input script should be valid Python code. | |
This class doesn't require any markup at all, and it's meant for simple | |
scripts (with no nesting or any kind of indentation) which consist of | |
multiple lines of input to be executed, one at a time, as if they had been | |
typed in the interactive prompt. | |
Note: the input can not have *any* indentation, which means that only | |
single-lines of input are accepted, not even function definitions are | |
valid.""" | |
def reload(self): | |
"""Reload source from disk and initialize state.""" | |
# read data and parse into blocks | |
self.fload() | |
lines = self.fobj.readlines() | |
src_b = [l for l in lines if l.strip()] | |
nblocks = len(src_b) | |
self.src = ''.join(lines) | |
self._silent = [False]*nblocks | |
self._auto = [True]*nblocks | |
self.auto_all = True | |
self.nblocks = nblocks | |
self.src_blocks = src_b | |
# also build syntax-highlighted source | |
self.src_blocks_colored = list(map(self.highlight,self.src_blocks)) | |
# ensure clean namespace and seek offset | |
self.reset() | |
class IPythonLineDemo(IPythonDemo,LineDemo): | |
"""Variant of the LineDemo class whose input is processed by IPython.""" | |
pass | |
class ClearMixin(object): | |
"""Use this mixin to make Demo classes with less visual clutter. | |
Demos using this mixin will clear the screen before every block and use | |
blank marquees. | |
Note that in order for the methods defined here to actually override those | |
of the classes it's mixed with, it must go /first/ in the inheritance | |
tree. For example: | |
class ClearIPDemo(ClearMixin,IPythonDemo): pass | |
will provide an IPythonDemo class with the mixin's features. | |
""" | |
def marquee(self,txt='',width=78,mark='*'): | |
"""Blank marquee that returns '' no matter what the input.""" | |
return '' | |
def pre_cmd(self): | |
"""Method called before executing each block. | |
This one simply clears the screen.""" | |
from IPython.utils.terminal import _term_clear | |
_term_clear() | |
class ClearDemo(ClearMixin,Demo): | |
pass | |
class ClearIPDemo(ClearMixin,IPythonDemo): | |
pass | |
def slide(file_path, noclear=False, format_rst=True, formatter="terminal", | |
style="native", auto_all=False, delimiter='...'): | |
if noclear: | |
demo_class = Demo | |
else: | |
demo_class = ClearDemo | |
demo = demo_class(file_path, format_rst=format_rst, formatter=formatter, | |
style=style, auto_all=auto_all) | |
while not demo.finished: | |
demo() | |
try: | |
py3compat.input('\n' + delimiter) | |
except KeyboardInterrupt: | |
exit(1) | |
if __name__ == '__main__': | |
import argparse | |
parser = argparse.ArgumentParser(description='Run python demos') | |
parser.add_argument('--noclear', '-C', action='store_true', | |
help='Do not clear terminal on each slide') | |
parser.add_argument('--rst', '-r', action='store_true', | |
help='Highlight comments and dostrings as rst') | |
parser.add_argument('--formatter', '-f', default='terminal', | |
help='pygments formatter name could be: terminal, ' | |
'terminal256, terminal16m') | |
parser.add_argument('--style', '-s', default='default', | |
help='pygments style name') | |
parser.add_argument('--auto', '-a', action='store_true', | |
help='Run all blocks automatically without' | |
'confirmation') | |
parser.add_argument('--delimiter', '-d', default='...', | |
help='slides delimiter added after each slide run') | |
parser.add_argument('file', nargs=1, | |
help='python demo file') | |
args = parser.parse_args() | |
slide(args.file[0], noclear=args.noclear, format_rst=args.rst, | |
formatter=args.formatter, style=args.style, auto_all=args.auto, | |
delimiter=args.delimiter) | |