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Philip Guo 提交于 2020-02-16 16:10 . small
Project history:
---
See here for an early history of the first three years:
http://pgbovine.net/python-tutor-history.htm
v1-v2/
[Project created in December 2009; I first wanted to make a JavaScript
run-time visualizer for education since it could all be in-browser,
but then realized that I couldn't easily hook into the JS debugger in
the browser to do single-stepping without making the user install
plug-ins; then I switched to a server-side solution and picked Python
as the target language. That turned out to be a wise choice in
hindsight since Python was poised to really take off as a CS1 language
in both traditional courses and MOOCs, starting around 2011.]
Online Python Tutor version 1 - released on January 19, 2010
"Release" email to 15 friends:
Subject: version 0.0000001alpha of my online Python tutor
Body:
'''
hi python fans (and non-fans) ...
this is what i've been hacking on for the past few days instead of
doing my research ;) i'm planning to use it as a platform for
creating interactive online programming tutorials as part of a
volunteer project ...
http://python.pgrind.com/
it'd be great to get your feedback on what i have so far. i'd love
to hear suggestions or complaints. thanks in advance!
please don't share this link yet, mostly because my app is still
buggy and insecure (i definitely don't want random peoples from the
internet trying to hack it right now!)
pg
'''
[From Jan 2010 until Aug 2011, v1 was deployed online on my personal
and MIT servers, and it barely had any users. From a technical
standpoint, it rendered all data structures as HTML tables and had no
pointers, so aliased data were duplicated. It was a proof-of-concept
side project that I had fun hacking on and showing off to people.]
[In Sep-Oct 2011, I majorly brushed up OPT into v2 since a few power
users started using it more seriously and making feature requests
(e.g., Brad Miller, Suzanne Rivoire, Peter Wentworth), and
Python-based MOOCs were also just starting to take off ...]
Online Python Tutor version 2 - released on October 4, 2011
"Release" email to 13 friends:
Subject: Re: version 0.0000001alpha of my online Python tutor
Body:
'''
Dear subset of people who cared about my prior email from almost 2
years ago ...
I've recently kicked it up a notch with a "2.0" version and am about
to do a public release soon. I'd really appreciate any feedback,
criticism, and especially bug reports on Internet Explorer ;)
http://people.csail.mit.edu/pgbovine/opt-prerelease/
Please don't share the link yet since it will be dead soon when I
move this app to its permanent home. I just want to get some early
feedback to eliminate the obviously embarrassing bugs before launch.
THANKS!
pg
'''
[From Oct 2011 until Sep 2012, v2 was deployed online and launched as
www.onlinepythontutor.com. The biggest technical advance over v1 was
the use of pointers (rather than duplicating objects with identical
object IDs) to better visualize aliasing. However, pointers could
point only from names to objects (i.e., from within a frame to the
heap); heap-to-heap pointers weren't implemented yet. During this time
period, MOOCs started taking off, and the usage of Python Tutor grew
organically.]
v3/
[In July-Sep 2012, I made a giant push to release v3, working closely
with John DeNero and others at Google and beyond ... awesome times!]
Online Python Tutor version 3 - Released on September 18, 2012
to 153,000+ people who followed the official Research@Google Google+
account: https://plus.google.com/+ResearchatGoogle/posts/cseo9qi7LWq
"Release" announcement from the Research @ Google G+ account:
'''
Online Python Tutor: Web-Based Program Visualization for CS Education
As part of his CS education work at Google, +Philip Guo has been
developing an open-source educational tool called Online Python Tutor
(http://www.pythontutor.com). This tool enables teachers and students
to write Python programs directly in the web browser and then
single-step forwards and backwards to visualize what the computer is
doing as it executes those programs.
Program visualization for CS education is nothing new -- researchers
have been developing these sorts of tools for decades. However, most
of these tools never reach far beyond the confines of the researchers'
home universities due to the difficulty of installing and configuring
the visualization software. What makes Online Python Tutor unique and
effective is that it's the first known tool to adapt time-tested ideas
from the research literature (e.g., rendering of box-and-pointer
diagrams) for a web-based environment. Now anyone with a modern
browser can create, explore, and share their program visualizations by
simply visiting a web URL.
This ease of access has been a major contributor to adoption: So far,
over 100,000 people have used Online Python Tutor to understand and
debug their programs, often as a supplement to learning from
textbooks, lecture notes, and online programming tutorials. In
addition, instructors in over a dozen universities such as MIT, UC
Berkeley, and the University of Washington have used it for teaching
introductory computer science courses.
But this is just the beginning. Philip and his colleagues are now
building an online authoring environment so that, within the next few
months, teachers and students will be able to save their code snippets
and add annotations, discussion threads, lessons, and interactive
exercises on top of the associated visualizations.
They are also actively seeking partnerships with educators at all
grade levels to deploy and improve Online Python Tutor. Please contact
Philip directly or re-share this post with educators who might be
interested in working with this tool in any capacity.
Visit www.pythontutor.com to learn more and to start visualizing your
Python programs now!
'''
[This official publicity provided a big initial PUSH that spurred
worldwide usage of the tool, and it kept growing organically from
there thanks to momentum and also MOOCs and other online learning
resources quickly rising in popularity around 2012-2013.]
[The biggest advance of v3 over v2 was more sophisticated pointer
visualizations and layout, including heap-to-heap pointers. Another
major advance is that each visualizer instance is now encapsulated
into a self-contained JavaScript object; thus, multiple visualizers
can now be embedded within a single web page. (in v1 and v2, only a
single visualizer could be displayed on a given page, since there was
no encapsulation; all state was global, eek!) Also, all state is
encapsulated in a simple URL, so that it's easily sharable or
iframe-embeddable, which is very useful! v3 also marked the launch of
the crisper pythontutor.com domain rather than the older and more
clunky www.onlinepythontutor.com domain used for v2. In mid-2014, the
"shared sessions" feature (a.k.a. Codechella) was launched onto the
site, which enables multiple users to simultaneously join a shared
session. During the period of v3, this tool experienced a significant
growth in user numbers to well beyond 1 million users and 10 million
visualized pieces of code!]
2014-06-16 - launched the shared sessions feature on Python Tutor:
http://pgbovine.net/python-tutor-live.htm
v4-cokapi/
2015-01-24 - started a new version (based on v3 code base) to expand
Online Python Tutor to support multiple languages such as JavaScript
and Java. Note that this contains only backend code, so we still rely
on v3/ for the frontend (and the original Python backend)
[v4 was purely a backend advancement; the v3 code is still used for
the frontend. By the end of 2015, six new languages had been added:
Java (from David Pritchard's backend), JavaScript, TypeScript, Ruby,
C, and C++. In short, 2015 was the year of adding new languages to
expand this tool's scope beyond just Python and hopefully making it
into a more generally-useful tool in the coming years.]
Jan 2010 - launched Python 2 for OPT v1
Oct 2011 - launched Python 2 for OPT v2
Sep 2012 - launched Python 2 and 3 for OPT v3 on new pythontutor.com domain
Jan 2015 - launched Java and JavaScript backends
March 2015 - launched TypeScript backend
July 2015 - launched Ruby backend
May 2016 - launched C/C++ backends
June 2016 - launched a live programming mode for Python/JavaScript at:
http://pythontutor.com/live.html
v5-unity/
2016-07-27 - deployed v5-unity/ onto pythontutor.com to replace v3/,
which was deployed in September 2012. From now on, active development
will take place in v5-unity/ and *not* v3/.
2017-10-20 - launched "Get live help!" feature on Python Tutor, where
anyone on the site can volunteer to help others who are requesting
help on the site. This is a natural extension of Codechella. See here
for details: http://pgbovine.net/PG-Vlog-74-python-tutor-live-help.htm
2017-12-06 - (finally!) set Python 3 as the default in visualize.html
and live.html since most courses have been taught in Python 3 for years,
yet Python 2 has been the default due to inertia. Note that for a few
years, preferences have already been "sticky", which means that when a
user chooses, say, Python 3, then the next time they revisit the site,
it will stay on Python 3. But now Python 3 is the default, which should
eliminate a bunch of confusion for first-time users expecting Python 3
but actually getting Python 2 and seeing mysterious errors.
2018-03-17 - lots of minor unglamorous 'elbow grease' tweaks to get
the tool more usable in general
- greatly simplified the home page of http://pythontutor.com/ to focus
solely on visualization and live help features. lots of other minor
UI clean-ups throughout the app as well.
- added a second backup execution server for non-Python languages to
vastly improve reliability for those languages, since they're now
getting popular and my sole server wasn't faring so well under load
- did lots of behind-the-scenes sysadmin/DevOps stuff to monitor
errors, produce better and more consistent error messages, and
improve reliability; this sort of stuff will become more important
as traffic grows
- started keeping a list of unsupported features and linking to it
when the user encounters errors, so they will know its limitations:
https://github.com/pgbovine/OnlinePythonTutor/blob/master/unsupported-features.md
2018-08 - added some more backup servers to try to improve
responsiveness for non-Python language execution
2019-04 (around this time) - Put up more warnings throughout the site
that there won't be technical support or major new features coming,
since I don't have time to maintain its code or server load as well
anymore. Disabled "Get live help!" from live.html experimental live
programming mode due to too much load on server.
2019-10 - simplified the UI by removing excess text and also removed
the inline Eureka survey (v5-unity/js/surveys.ts), nudged people to
read this doc more by adding a link to more error/warning messages:
https://github.com/pgbovine/OnlinePythonTutor/blob/master/unsupported-features.md
2020-02 - released a new 'Customize visualization' menu in the main
visualizer where users can activate it to DRAG-AND-DROP objects into
custom locations on the page, adjust line/arrow styles, and
selectively hide specific variables and object fields, in order to
customize their visualizations. these customizations persist across
different execution steps but *not* across multiple independent
executions. (this also means that it doesn't get saved in shareable
URLs or synced in multi-user live chat real-time shared sessions.)
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