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pythondev
help
I want to look into data visualization with python, what are some decent data sources I can use for free without violating any laws?
2017-08-31T11:40:54.000148
Ramona
pythondev_help_Ramona_2017-08-31T11:40:54.000148
1,504,179,654.000148
91,603
pythondev
help
<https://github.com/caesar0301/awesome-public-datasets>
2017-08-31T11:43:29.000626
Meg
pythondev_help_Meg_2017-08-31T11:43:29.000626
1,504,179,809.000626
91,604
pythondev
help
Wow this is a gigantic collection! Thanks <@Meg> :taco:
2017-08-31T11:57:58.000217
Ramona
pythondev_help_Ramona_2017-08-31T11:57:58.000217
1,504,180,678.000217
91,605
pythondev
help
its not an actual storage, more like a curated list of links for you to retrieve yourself
2017-08-31T11:58:19.000583
Meg
pythondev_help_Meg_2017-08-31T11:58:19.000583
1,504,180,699.000583
91,606
pythondev
help
but I think it should fit your needs
2017-08-31T11:58:27.000310
Meg
pythondev_help_Meg_2017-08-31T11:58:27.000310
1,504,180,707.00031
91,607
pythondev
help
also, there's <http://academictorrents.com/>
2017-08-31T11:58:44.000228
Meg
pythondev_help_Meg_2017-08-31T11:58:44.000228
1,504,180,724.000228
91,608
pythondev
help
<@Patty> might be interested in that too
2017-08-31T11:58:54.000243
Meg
pythondev_help_Meg_2017-08-31T11:58:54.000243
1,504,180,734.000243
91,609
pythondev
help
Hey all. I have a question, and I hope this is the right Slack to ask it in. I am trying to get Molecule to work on Windows 7 to test Ansbile roles. I get everything installed, however, when I try and run Molecule, it tells me that sh 1.12.14 is currently not available on Windows, and to install pbs instead. I used pip install pbs, but now I am not sure how to actually get Molecule to use it instead of sh.
2017-08-31T12:08:30.000093
Everett
pythondev_help_Everett_2017-08-31T12:08:30.000093
1,504,181,310.000093
91,610
pythondev
help
I am trying to understand why the multi-processing code keeps waiting. My code works completely fine standalone. Here is the dumbed down version (does not compile) : ``` import someLib ##someLib library has both Request and process modules def delegate(response, unwm_img_path, wm_url): ''' do something here ''' def worker(image_url): print(image_url) start = time.time() i = 0 req.image_path = get_path(image_url) print('before: ', req.image_path) new_rows = delegate(someLib.process(req), req.image_path, image_url) print('after: ', req.image_path) if new_rows is not None: print(new_rows) else: print('not processing ', image_url) else: print('failed to open image:', image_url) if __name__ == '__main__': with open(file_path, 'r') as f: image_urls = sum(list(csv.reader(f)), []) if os.path.exists(cf_file_path): append_write = 'a' # append if already exists else: append_write = 'w' # make a new file if not 1_file = open(cfile_path, append_write) 2_file = open(afile, append_write) wr = csv.writer(cfile, quoting=csv.QUOTE_ALL) wr2 = csv.writer(afile) req = someLib.Request() pool = Pool() pool.map(worker, image_urls) pool.close() pool.join() ```
2017-08-31T13:58:28.000113
Tameika
pythondev_help_Tameika_2017-08-31T13:58:28.000113
1,504,187,908.000113
91,611
pythondev
help
<@Tameika> where does it stop behaving in a predictable manner?
2017-08-31T14:01:20.000120
Suellen
pythondev_help_Suellen_2017-08-31T14:01:20.000120
1,504,188,080.00012
91,612
pythondev
help
<@Suellen> : i think the problem is this line : ` new_rows = delegate(someLib.process(req), req.image_path, image_url)`
2017-08-31T14:03:38.000167
Tameika
pythondev_help_Tameika_2017-08-31T14:03:38.000167
1,504,188,218.000167
91,613
pythondev
help
when I comment that line, the whole program runs fine
2017-08-31T14:04:21.000657
Tameika
pythondev_help_Tameika_2017-08-31T14:04:21.000657
1,504,188,261.000657
91,614
pythondev
help
so, relevant code is probably there
2017-08-31T14:05:27.000471
Suellen
pythondev_help_Suellen_2017-08-31T14:05:27.000471
1,504,188,327.000471
91,615
pythondev
help
true, i think it has got do with the fact that the `someLib.process(req)` is being called by multiple workers
2017-08-31T14:08:14.000679
Tameika
pythondev_help_Tameika_2017-08-31T14:08:14.000679
1,504,188,494.000679
91,616
pythondev
help
what is that library?
2017-08-31T14:08:25.000210
Suellen
pythondev_help_Suellen_2017-08-31T14:08:25.000210
1,504,188,505.00021
91,617
pythondev
help
hm.. even if it's not thread-safe, does that mean it's not multiprocess-safe?
2017-08-31T14:08:50.000573
Suellen
pythondev_help_Suellen_2017-08-31T14:08:50.000573
1,504,188,530.000573
91,618
pythondev
help
I'm honestly not sure
2017-08-31T14:09:00.000086
Suellen
pythondev_help_Suellen_2017-08-31T14:09:00.000086
1,504,188,540.000086
91,619
pythondev
help
it is a library which I created myself to wrap C++ code. Didnt take it account thread safety
2017-08-31T14:09:58.000451
Tameika
pythondev_help_Tameika_2017-08-31T14:09:58.000451
1,504,188,598.000451
91,620
pythondev
help
in theory it should be ok, since a whole process is launched for the task
2017-08-31T14:10:43.000300
Suellen
pythondev_help_Suellen_2017-08-31T14:10:43.000300
1,504,188,643.0003
91,621
pythondev
help
a debugger of some kind is your best bet, guessing will only take you so far
2017-08-31T14:11:20.000057
Suellen
pythondev_help_Suellen_2017-08-31T14:11:20.000057
1,504,188,680.000057
91,622
pythondev
help
One guess left: &gt; req = someLib.Request()
2017-08-31T14:11:40.000068
Suellen
pythondev_help_Suellen_2017-08-31T14:11:40.000068
1,504,188,700.000068
91,623
pythondev
help
This is a shared resource that's used between processes
2017-08-31T14:11:50.000367
Suellen
pythondev_help_Suellen_2017-08-31T14:11:50.000367
1,504,188,710.000367
91,624
pythondev
help
that's not very good
2017-08-31T14:12:03.000786
Suellen
pythondev_help_Suellen_2017-08-31T14:12:03.000786
1,504,188,723.000786
91,625
pythondev
help
can you refactor it so that each worker gets its own copy?
2017-08-31T14:12:15.000189
Suellen
pythondev_help_Suellen_2017-08-31T14:12:15.000189
1,504,188,735.000189
91,626
pythondev
help
sure will do
2017-08-31T14:13:32.000139
Tameika
pythondev_help_Tameika_2017-08-31T14:13:32.000139
1,504,188,812.000139
91,627
pythondev
help
it still waits
2017-08-31T14:21:56.000327
Tameika
pythondev_help_Tameika_2017-08-31T14:21:56.000327
1,504,189,316.000327
91,628
pythondev
help
essentially it prints all the 'before' statements and hangs
2017-08-31T14:22:22.000594
Tameika
pythondev_help_Tameika_2017-08-31T14:22:22.000594
1,504,189,342.000594
91,629
pythondev
help
inside `delegate` too?
2017-08-31T14:24:10.000141
Suellen
pythondev_help_Suellen_2017-08-31T14:24:10.000141
1,504,189,450.000141
91,630
pythondev
help
up until you call a C function?
2017-08-31T14:24:18.000350
Suellen
pythondev_help_Suellen_2017-08-31T14:24:18.000350
1,504,189,458.00035
91,631
pythondev
help
delegate does not call the C function , it is `someLib.process(req)` which does
2017-08-31T14:25:07.000320
Tameika
pythondev_help_Tameika_2017-08-31T14:25:07.000320
1,504,189,507.00032
91,632
pythondev
help
i even decoupled that line into 2 lines : ```c_resp = someLib.process(req)
2017-08-31T14:25:51.000064
Tameika
pythondev_help_Tameika_2017-08-31T14:25:51.000064
1,504,189,551.000064
91,633
pythondev
help
` new_rows = delegate(c_resp, req.image_path, image_url)```
2017-08-31T14:26:16.000055
Tameika
pythondev_help_Tameika_2017-08-31T14:26:16.000055
1,504,189,576.000055
91,634
pythondev
help
you most definitely need a real debugger then
2017-08-31T14:27:15.000177
Suellen
pythondev_help_Suellen_2017-08-31T14:27:15.000177
1,504,189,635.000177
91,635
pythondev
help
in pycharm when querying a database using an sql console, is it possible to mimic the output format of `\G` ?
2017-08-31T16:34:43.000368
Bruno
pythondev_help_Bruno_2017-08-31T16:34:43.000368
1,504,197,283.000368
91,636
pythondev
help
it doesnt seem to like that. but when i have one record with a ton of columns, make it harder to read.
2017-08-31T16:35:07.000477
Bruno
pythondev_help_Bruno_2017-08-31T16:35:07.000477
1,504,197,307.000477
91,637
pythondev
help
ah on the top right theres a "Transpose" button. any ways to get that from the actual query?
2017-08-31T16:36:00.000194
Bruno
pythondev_help_Bruno_2017-08-31T16:36:00.000194
1,504,197,360.000194
91,638
pythondev
help
probably not :disappointed:
2017-08-31T16:39:37.000302
Suellen
pythondev_help_Suellen_2017-08-31T16:39:37.000302
1,504,197,577.000302
91,639
pythondev
help
but it's saved in your current session
2017-08-31T16:39:52.000392
Suellen
pythondev_help_Suellen_2017-08-31T16:39:52.000392
1,504,197,592.000392
91,640
pythondev
help
hmm. more efficient way to write this if theres a million `accounts` and you just need to return the first: ``` account = [acc for acc in portfolio if 'type' in acc and acc['type'] == 'annuity'][0] ``` while keeping it in a generator. easy if just using a loop
2017-08-31T17:20:49.000311
Bruno
pythondev_help_Bruno_2017-08-31T17:20:49.000311
1,504,200,049.000311
91,641
pythondev
help
<@Bruno> can you do `account = next(acc for acc in portfolio if 'type' in acc and acc['type'] == 'annuity')`
2017-08-31T17:30:55.000341
Antionette
pythondev_help_Antionette_2017-08-31T17:30:55.000341
1,504,200,655.000341
91,642
pythondev
help
What is the most effective way to perform `Open Image in new tab` and grab the url of that image in python?
2017-08-31T17:36:39.000232
Tameika
pythondev_help_Tameika_2017-08-31T17:36:39.000232
1,504,200,999.000232
91,643
pythondev
help
if you know what to open in a new tab, don't you know an URL already?
2017-08-31T17:37:38.000210
Suellen
pythondev_help_Suellen_2017-08-31T17:37:38.000210
1,504,201,058.00021
91,644
pythondev
help
I tried referring to this SO link : <https://stackoverflow.com/questions/40110394/how-to-get-absolute-path-for-image-on-a-website>
2017-08-31T17:37:46.000124
Tameika
pythondev_help_Tameika_2017-08-31T17:37:46.000124
1,504,201,066.000124
91,645
pythondev
help
but it does seem to retrieve all images
2017-08-31T17:37:54.000050
Tameika
pythondev_help_Tameika_2017-08-31T17:37:54.000050
1,504,201,074.00005
91,646
pythondev
help
<@Antionette> hmm, ill have to try that.
2017-08-31T17:39:28.000106
Bruno
pythondev_help_Bruno_2017-08-31T17:39:28.000106
1,504,201,168.000106
91,647
pythondev
help
don't forget about iter!
2017-08-31T17:40:31.000321
Suellen
pythondev_help_Suellen_2017-08-31T17:40:31.000321
1,504,201,231.000321
91,648
pythondev
help
<@Bruno> afaik it should only run until first is found
2017-08-31T17:40:40.000002
Antionette
pythondev_help_Antionette_2017-08-31T17:40:40.000002
1,504,201,240.000002
91,649
pythondev
help
doesn't exhaust the generator!
2017-08-31T17:40:43.000102
Suellen
pythondev_help_Suellen_2017-08-31T17:40:43.000102
1,504,201,243.000102
91,650
pythondev
help
no but if it doesnt exist it will throw an exception.
2017-08-31T17:45:12.000186
Bruno
pythondev_help_Bruno_2017-08-31T17:45:12.000186
1,504,201,512.000186
91,651
pythondev
help
so need try/catch
2017-08-31T17:45:29.000352
Bruno
pythondev_help_Bruno_2017-08-31T17:45:29.000352
1,504,201,529.000352
91,652
pythondev
help
which is fine.
2017-08-31T17:45:38.000261
Bruno
pythondev_help_Bruno_2017-08-31T17:45:38.000261
1,504,201,538.000261
91,653
pythondev
help
<@Bruno> I believe it could also take in a default argument like: `account = next((acc for acc in portfolio if 'type' in acc and acc['type'] == 'annuity'), false)` if you wanted to do it like that. I think your original example would have also thrown an error if it was not found (list index out of range)
2017-08-31T17:52:01.000050
Antionette
pythondev_help_Antionette_2017-08-31T17:52:01.000050
1,504,201,921.00005
91,654
pythondev
help
<https://docs.python.org/3/library/functions.html#next>
2017-08-31T17:53:25.000481
Antionette
pythondev_help_Antionette_2017-08-31T17:53:25.000481
1,504,202,005.000481
91,655
pythondev
help
hmm, interesting.
2017-08-31T17:55:32.000090
Bruno
pythondev_help_Bruno_2017-08-31T17:55:32.000090
1,504,202,132.00009
91,656
pythondev
help
the original shouldnt and just not return any results.
2017-08-31T17:56:10.000161
Bruno
pythondev_help_Bruno_2017-08-31T17:56:10.000161
1,504,202,170.000161
91,657
pythondev
help
the comprehension part would return an empty list and then trying to get the first element would raise the exception
2017-08-31T18:22:37.000205
Antionette
pythondev_help_Antionette_2017-08-31T18:22:37.000205
1,504,203,757.000205
91,658
pythondev
help
Dooood! FINALLY! I've read and read and looked at multiple examples and IT JUST CLICKED!
2017-08-31T18:51:13.000219
Deedee
pythondev_help_Deedee_2017-08-31T18:51:13.000219
1,504,205,473.000219
91,659
pythondev
help
:taco: <@Suellen>
2017-08-31T18:51:25.000367
Deedee
pythondev_help_Deedee_2017-08-31T18:51:25.000367
1,504,205,485.000367
91,660
pythondev
help
<@Antionette> ooh. youre right.
2017-08-31T19:01:40.000093
Bruno
pythondev_help_Bruno_2017-08-31T19:01:40.000093
1,504,206,100.000093
91,661
pythondev
help
<@Deedee> trying to understand unpacking?
2017-08-31T19:02:43.000277
Bruno
pythondev_help_Bruno_2017-08-31T19:02:43.000277
1,504,206,163.000277
91,662
pythondev
help
This is awesome! Thanks!
2017-08-31T19:03:26.000208
Deedee
pythondev_help_Deedee_2017-08-31T19:03:26.000208
1,504,206,206.000208
91,663
pythondev
help
:taco: <@Meg>
2017-08-31T19:03:31.000321
Deedee
pythondev_help_Deedee_2017-08-31T19:03:31.000321
1,504,206,211.000321
91,664
pythondev
help
I've done it before but haven't really grasped it. And I've encountered it in reading but, again, hadn't really grasped it. I think this did it though. :wink: No worries though <@Bruno> . I'll be posting here if I have issues w/ it moving forward hahaha
2017-08-31T19:07:01.000199
Deedee
pythondev_help_Deedee_2017-08-31T19:07:01.000199
1,504,206,421.000199
91,665
pythondev
help
cool. glad you got it.
2017-08-31T19:10:05.000162
Bruno
pythondev_help_Bruno_2017-08-31T19:10:05.000162
1,504,206,605.000162
91,666
pythondev
help
Bump... Our boy is almost certain that this is an Azure Service Bus shortcoming, and not a problem w/ Python. Can anyone confirm? Again, error messages are in English.
2017-08-31T19:14:47.000268
Deedee
pythondev_help_Deedee_2017-08-31T19:14:47.000268
1,504,206,887.000268
91,667
pythondev
help
How it was originally shared here yesterday.
2017-08-31T19:15:43.000065
Deedee
pythondev_help_Deedee_2017-08-31T19:15:43.000065
1,504,206,943.000065
91,668
pythondev
help
Hi All!
2017-08-31T22:45:32.000007
Carlene
pythondev_help_Carlene_2017-08-31T22:45:32.000007
1,504,219,532.000007
91,669
pythondev
help
am I allowed to ask for coding help here?
2017-08-31T22:45:42.000115
Carlene
pythondev_help_Carlene_2017-08-31T22:45:42.000115
1,504,219,542.000115
91,670
pythondev
help
Stupid q but I nearly got kicked off another platform
2017-08-31T22:46:11.000094
Carlene
pythondev_help_Carlene_2017-08-31T22:46:11.000094
1,504,219,571.000094
91,671
pythondev
help
<@Carlene> yup! <#C07EFMZ1N|help> is for more general python questions and then we've got various channels for more specific stuff like <#C0LMFRMB5|django> <#C0LN2AD7T|flask>, etc.
2017-08-31T23:02:50.000087
Marcie
pythondev_help_Marcie_2017-08-31T23:02:50.000087
1,504,220,570.000087
91,672
pythondev
help
I believe it's best to `.gitignore` the `.pyc` files
2017-09-01T04:09:34.000095
Ciera
pythondev_help_Ciera_2017-09-01T04:09:34.000095
1,504,238,974.000095
91,673
pythondev
help
i did but they were added to the log before I added *.pyc to gitignore actually just did a commit without adding the files and it worked
2017-09-01T04:10:34.000147
Beverley
pythondev_help_Beverley_2017-09-01T04:10:34.000147
1,504,239,034.000147
91,674
pythondev
help
you might also want to do a commit that delete the one on master
2017-09-01T04:12:11.000198
Ciera
pythondev_help_Ciera_2017-09-01T04:12:11.000198
1,504,239,131.000198
91,675
pythondev
help
I have a list `seq`. I want to split this list up into sublists by grouping them around a function. Any idea what this might be called? Best explained with an example probably: `f(seq=range(8), grouping_function=lambda x: x % 3) == [[0,3,6]. [1,4,7], [2,5]]`
2017-09-01T05:15:21.000001
Lanita
pythondev_help_Lanita_2017-09-01T05:15:21.000001
1,504,242,921.000001
91,676
pythondev
help
groupby?
2017-09-01T05:16:25.000125
Suellen
pythondev_help_Suellen_2017-09-01T05:16:25.000125
1,504,242,985.000125
91,677
pythondev
help
oh... of course. I kept looking at things called partition. thanks.
2017-09-01T05:16:46.000242
Lanita
pythondev_help_Lanita_2017-09-01T05:16:46.000242
1,504,243,006.000242
91,678
pythondev
help
you might want to look at `more-itertools` or `boltons` library
2017-09-01T05:19:40.000055
Suellen
pythondev_help_Suellen_2017-09-01T05:19:40.000055
1,504,243,180.000055
91,679
pythondev
help
lots of short helper functions there
2017-09-01T05:19:50.000024
Suellen
pythondev_help_Suellen_2017-09-01T05:19:50.000024
1,504,243,190.000024
91,680
pythondev
help
<https://github.com/mahmoud/boltons/blob/master/boltons/iterutils.py#L470>
2017-09-01T05:20:46.000179
Suellen
pythondev_help_Suellen_2017-09-01T05:20:46.000179
1,504,243,246.000179
91,681
pythondev
help
``` &gt;&gt;&gt; bucketize(range(10), lambda x: x % 3) {0: [0, 3, 6, 9], 1: [1, 4, 7], 2: [2, 5, 8]} ```
2017-09-01T05:20:53.000008
Suellen
pythondev_help_Suellen_2017-09-01T05:20:53.000008
1,504,243,253.000008
91,682
pythondev
help
just look at the example!
2017-09-01T05:20:56.000041
Suellen
pythondev_help_Suellen_2017-09-01T05:20:56.000041
1,504,243,256.000041
91,683
pythondev
help
cool
2017-09-01T05:21:00.000040
Suellen
pythondev_help_Suellen_2017-09-01T05:21:00.000040
1,504,243,260.00004
91,684
pythondev
help
hello guys
2017-09-01T05:22:57.000209
Denna
pythondev_help_Denna_2017-09-01T05:22:57.000209
1,504,243,377.000209
91,685
pythondev
help
i have a question
2017-09-01T05:23:02.000135
Denna
pythondev_help_Denna_2017-09-01T05:23:02.000135
1,504,243,382.000135
91,686
pythondev
help
i have a user data with 20 different parameters and i have some "results" with predefined conditions
2017-09-01T05:23:28.000182
Denna
pythondev_help_Denna_2017-09-01T05:23:28.000182
1,504,243,408.000182
91,687
pythondev
help
like "((a=5 or b=3) and user.is_active) or user.is_admin"
2017-09-01T05:24:05.000038
Denna
pythondev_help_Denna_2017-09-01T05:24:05.000038
1,504,243,445.000038
91,688
pythondev
help
i can run eval(condition) for each result on each data but there are plenty of result items now, like 2000, it takes too long
2017-09-01T05:25:32.000362
Denna
pythondev_help_Denna_2017-09-01T05:25:32.000362
1,504,243,532.000362
91,689
pythondev
help
Perhaps there's a nicer way to solve my problem though: I want to grab the first value in each group created by splitting a sequence up using some function. Right now I'm thinking of doing something like ``` for k, group in groupby(sorted(seq), partitionfunc): yield next(group) continue ```
2017-09-01T05:27:55.000084
Lanita
pythondev_help_Lanita_2017-09-01T05:27:55.000084
1,504,243,675.000084
91,690
pythondev
help
any advices to make it faster and more clean-logical-pythonic?
2017-09-01T05:27:56.000224
Denna
pythondev_help_Denna_2017-09-01T05:27:56.000224
1,504,243,676.000224
91,691
pythondev
help
<@Lanita> `next(groupby(...))`?
2017-09-01T05:30:30.000296
Suellen
pythondev_help_Suellen_2017-09-01T05:30:30.000296
1,504,243,830.000296
91,692
pythondev
help
<@Denna> those predifined conditions are string ?
2017-09-01T05:30:51.000036
Ciera
pythondev_help_Ciera_2017-09-01T05:30:51.000036
1,504,243,851.000036
91,693
pythondev
help
<@Denna> I think that depends largely on the semantics of those conditions. `eval` is almost certainly not the answer though
2017-09-01T05:30:51.000075
Gabriele
pythondev_help_Gabriele_2017-09-01T05:30:51.000075
1,504,243,851.000075
91,694
pythondev
help
<@Ciera> they are coming from users of the system
2017-09-01T05:31:21.000079
Denna
pythondev_help_Denna_2017-09-01T05:31:21.000079
1,504,243,881.000079
91,695
pythondev
help
not from a programmer
2017-09-01T05:31:31.000242
Denna
pythondev_help_Denna_2017-09-01T05:31:31.000242
1,504,243,891.000242
91,696
pythondev
help
also please use <https://get.slack.help/hc/en-us/articles/202288908-Format-your-messages#code-blocks> :slightly_smiling_face:
2017-09-01T05:31:36.000197
Ciera
pythondev_help_Ciera_2017-09-01T05:31:36.000197
1,504,243,896.000197
91,697
pythondev
help
you might want to look at testing framework that does thing like this
2017-09-01T05:31:57.000084
Ciera
pythondev_help_Ciera_2017-09-01T05:31:57.000084
1,504,243,917.000084
91,698
pythondev
help
but I don't remember how it's called :confused:
2017-09-01T05:32:07.000242
Ciera
pythondev_help_Ciera_2017-09-01T05:32:07.000242
1,504,243,927.000242
91,699
pythondev
help
How are users able to formulate these conditions when they obviously refer to code details (like the existence of an 'is_admin' property)
2017-09-01T05:32:50.000159
Gabriele
pythondev_help_Gabriele_2017-09-01T05:32:50.000159
1,504,243,970.000159
91,700
pythondev
help
Perhaps this explains it better: ``` from typing import Sequence, TypeVar, Callable, Any, Generator from itertools import groupby T = TypeVar("T") def first_of_each_group(seq: Sequence[T], group_by: Callable[[T], Any])\ -&gt; Generator: """Groups every object x in `seq` by the value from `group_by(x)`, then returns the first entry of every group. """ for _, group in groupby(sorted(seq), group_by): yield next(group) continue from unittest import TestCase class FuncTest(TestCase): def test_first_of_each_group(self): input_data = [3, 1, 349, 12, 4, 939, 16] group_by = lambda x: len(str(x)) expected_outut = [1, 349, 12] self.assertCountEqual( list(first_of_each_group(input_data, group_by)), expected_output) ```
2017-09-01T05:34:30.000141
Lanita
pythondev_help_Lanita_2017-09-01T05:34:30.000141
1,504,244,070.000141
91,701
pythondev
help
we're giving a simple doc about available variables to them
2017-09-01T05:34:57.000013
Denna
pythondev_help_Denna_2017-09-01T05:34:57.000013
1,504,244,097.000013
91,702