> Most enterprises don't use Python for web development and I don't
what developers use.
You might be correct that "most enterprises" don't use Python for web
development; I don't know. But I do know that Python is widely used in
enterprise web development, including by some of the biggest players.
See, e.g., Instagram, Mozilla, Google, Open Stack...
-Brian
On 04/03/2016 02:14 PM, Alfred Essa wrote:
Let me clarify. I do mean to suggest that "developers" use Jupyter
environment, including Notebook, for developing production quality
Python code. Most enterprises don't use Python for web development and
I don't what developers use. I do know that *researchers* in
scientific computing and data science who use Python use Jupyter
extensively, not just for "tutorials" and "demos". I don't have data
on this. It's anecdote. The IDE for researchers using R is, of course,
R Studio.
Apache Zepellin and notebook environment is also worth looking at
because of its Spark integration.
https://zeppelin.incubaftor.apache.org/
<https://zeppelin.incubator.apache.org/>
On Sun, Apr 3, 2016 at 2:04 PM, Matthew Brett <[email protected]
<mailto:[email protected]>> wrote:
On Sun, Apr 3, 2016 at 10:46 AM, Matthew Gidden
<[email protected] <mailto:[email protected]>> wrote:
> Hi all,
>
> I agree. I spend probably 70% of my time in notebooks. However, the
> distinction is between "initial coding" vs. "coding". In my specific
> environment (which I do not claim is authoritative or
representative), I
> have found many users stay in the IDE/notebook environment.
I've seen this too.
I'd be very interested if there is any data about the effect this has
on errors in the resulting analysis, and code quality.
The notebook is an excellent tool for writing tutorials and demos, but
I have almost stopped using it for my work (which is a combination of
development, teaching and research). I found the notebook GUI was a
serious barrier to stepping back and thinking hard about the problem.
It encouraged me to play with things until they worked, which is a
temptation I have to work very hard to avoid.
Best,
Matthew
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