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