Datalore

It will help a lot in your company

주석: I'm very satisfied with the product, always tell about when I meet people that works as data analysts.

장점:

The features i mostly use is being able to schedule your notebooks, saving them in the cloud, being able to share a link to people that can help you in real time and the jetbrains algorithm to help me write my code. These features make my work very easier since I don't have to worry about running the scripts or setting up an airflow server.

단점:

Sometimes the kernel will just bug and you'll have to restart it but it never happens on scheduled notebooks and if it bugs you can always restart it with the click of a button so it's not annoying at all, and it happens very few times.

Datalore for myself

주석: It is good, especially for package management and reporting

장점:

Easy to manage python packages, it saves a lot of time

단점:

Fine grade permission management on sharing notebooks and reports, I think most enterprise companies require this

고려된 대안: Looker

Datalore 선택 이유: Audit control issue, dashboard issue

Datalore 전환 이유: Internal requirements, audits, permission control and so on

Good tool but occasionally unreliable

주석: God, but they need more storage space... and make sure that files over the storage limit can somehow be retrieved even if for a short while.

장점:

Ability to work across windows and mac environments; working in the cloud provides reliability and peace of mind... which is not the case with personal machines.

단점:

I lost data; Looks like, if the size is large, it doesn't back up the data... and there is no way to access it. I did these analysis that took like 30 hours of computing. It was a jsonl file; when I tried to get it into csv format, since the files were so large, it never saved anything. Proved to be a waste of time.

Incredibly useful jupyter-like environment

주석: I love datalore - it's made my life so much easier, taking care of the tasks I normally dread like setting up remote machines or scheduling tasks. And if you come from the pycharm environment, you won't be missing the top notch code completion functionality. It's also great that signing up to it with a free account is easy and seamless for people I want to share notebooks with (I am on the professional tier)

장점:

Really easy and intuitive environment which makes settting up, sharing and collaborating on apps a breeze. Great for very quick prototyping. Their chron feature is fantastic too. Code completion is excellent.

단점:

I wish I could integrate with local files better in a programmatic way, rather than having to upload them manually.

GP uses Datalore

장점:

- option to use GPU- performance tiers- very fast

단점:

- some of the visuals does not work properly (graphviz)- Dash cannot be open separately for preview, needs to be saved instead- profile does not remember installed API, each machine restart requires to reinstall them