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pythondev
help
true, so the value of `combined` is None, but the value of `calyear` has been changed by the update method call..
2019-02-01T10:54:10.569700
Agustina
pythondev_help_Agustina_2019-02-01T10:54:10.569700
1,549,018,450.5697
5,921
pythondev
help
correct
2019-02-01T10:54:52.570200
Ashley
pythondev_help_Ashley_2019-02-01T10:54:52.570200
1,549,018,492.5702
5,922
pythondev
help
I missed that when I first read the sample code, good catch <@Ashley>
2019-02-01T10:54:56.570400
Agustina
pythondev_help_Agustina_2019-02-01T10:54:56.570400
1,549,018,496.5704
5,923
pythondev
help
sorry, didn't mean to mislead
2019-02-01T10:55:01.570500
Ashley
pythondev_help_Ashley_2019-02-01T10:55:01.570500
1,549,018,501.5705
5,924
pythondev
help
also, for styling notes, you should put spaces around the `=` when assigning to a variable, but not when passing or defining keyword arguments to/for a function
2019-02-01T10:57:09.571300
Ashley
pythondev_help_Ashley_2019-02-01T10:57:09.571300
1,549,018,629.5713
5,925
pythondev
help
<@Granville> is this Python 3?
2019-02-01T10:58:28.571600
Ashley
pythondev_help_Ashley_2019-02-01T10:58:28.571600
1,549,018,708.5716
5,926
pythondev
help
<@Ashley> it is
2019-02-01T10:58:37.571800
Granville
pythondev_help_Granville_2019-02-01T10:58:37.571800
1,549,018,717.5718
5,927
pythondev
help
cool, one sec
2019-02-01T10:58:44.572000
Ashley
pythondev_help_Ashley_2019-02-01T10:58:44.572000
1,549,018,724.572
5,928
pythondev
help
thanks all. I'll take a look at this a bit further. I've never done something this way, so I may need to go back and do some tweaking until I get things right
2019-02-01T10:59:28.572800
Granville
pythondev_help_Granville_2019-02-01T10:59:28.572800
1,549,018,768.5728
5,929
pythondev
help
<@Granville> here's a fixed up version. Take a look at the `**` operator. You can probably use it to eliminate this function entirely
2019-02-01T11:01:46.573100
Ashley
pythondev_help_Ashley_2019-02-01T11:01:46.573100
1,549,018,906.5731
5,930
pythondev
help
the `*` and `**` operators are also super handy in general, so you'll benefit from learning them
2019-02-01T11:02:39.574000
Ashley
pythondev_help_Ashley_2019-02-01T11:02:39.574000
1,549,018,959.574
5,931
pythondev
help
forr what to google, you can look for "packing" and "unpacking"
2019-02-01T11:03:00.574400
Ashley
pythondev_help_Ashley_2019-02-01T11:03:00.574400
1,549,018,980.5744
5,932
pythondev
help
<@Ashley> Thanks! Ah, I was supposed to have a return regardless.
2019-02-01T11:08:18.575000
Granville
pythondev_help_Granville_2019-02-01T11:08:18.575000
1,549,019,298.575
5,933
pythondev
help
<@Granville> usually if the only thing that would go in your `else` is just a `return`, you don't need the else, and can just put it in normally
2019-02-01T11:10:18.576100
Ashley
pythondev_help_Ashley_2019-02-01T11:10:18.576100
1,549,019,418.5761
5,934
pythondev
help
except that str(None) is ‘None’ so your variables will ALWAYS be populated.
2019-02-01T11:10:51.576800
Agustina
pythondev_help_Agustina_2019-02-01T11:10:51.576800
1,549,019,451.5768
5,935
pythondev
help
`year` won't be
2019-02-01T11:11:18.577100
Ashley
pythondev_help_Ashley_2019-02-01T11:11:18.577100
1,549,019,478.5771
5,936
pythondev
help
or `code`
2019-02-01T11:11:26.577400
Ashley
pythondev_help_Ashley_2019-02-01T11:11:26.577400
1,549,019,486.5774
5,937
pythondev
help
they'd both still be `None`
2019-02-01T11:11:34.577700
Ashley
pythondev_help_Ashley_2019-02-01T11:11:34.577700
1,549,019,494.5777
5,938
pythondev
help
ah… sorry, you’re right… I need to stop switching languages and drink more coffee…
2019-02-01T11:12:09.578200
Agustina
pythondev_help_Agustina_2019-02-01T11:12:09.578200
1,549,019,529.5782
5,939
pythondev
help
However, you did make me think of a better approach
2019-02-01T11:14:21.578300
Ashley
pythondev_help_Ashley_2019-02-01T11:14:21.578300
1,549,019,661.5783
5,940
pythondev
help
I like it… easier to read.
2019-02-01T11:15:22.578800
Agustina
pythondev_help_Agustina_2019-02-01T11:15:22.578800
1,549,019,722.5788
5,941
pythondev
help
You can also consider to return an empty dictionary instead of `None` if `year` and `code` aren't specified
2019-02-01T11:17:10.579400
Chester
pythondev_help_Chester_2019-02-01T11:17:10.579400
1,549,019,830.5794
5,942
pythondev
help
So this snippet is simplified to just ``` def queries(year=None, code=None): response = {} if year: respone["Year"] = str(year) if code: respone["code"] = str(code) return response ```
2019-02-01T11:17:40.580400
Chester
pythondev_help_Chester_2019-02-01T11:17:40.580400
1,549,019,860.5804
5,943
pythondev
help
<@Chester> yeah, that would be better. It's still falsey and has a consistent data type
2019-02-01T11:17:40.580500
Ashley
pythondev_help_Ashley_2019-02-01T11:17:40.580500
1,549,019,860.5805
5,944
pythondev
help
also less code
2019-02-01T11:17:46.580700
Ashley
pythondev_help_Ashley_2019-02-01T11:17:46.580700
1,549,019,866.5807
5,945
pythondev
help
Any help for the state transitions
2019-02-01T11:19:38.582600
Micki
pythondev_help_Micki_2019-02-01T11:19:38.582600
1,549,019,978.5826
5,946
pythondev
help
Also raises the question why do you need this as a function :slightly_smiling_face: It's pretty dumb (in its current form) to hide some complexity (there is no complexity in there), you probably won't use it for code reuse
2019-02-01T11:19:44.582700
Chester
pythondev_help_Chester_2019-02-01T11:19:44.582700
1,549,019,984.5827
5,947
pythondev
help
unless this was just an except from a larger function to discuss this piece of the logic
2019-02-01T11:20:53.583400
Agustina
pythondev_help_Agustina_2019-02-01T11:20:53.583400
1,549,020,053.5834
5,948
pythondev
help
yeah, that's why I was thinking `**` could pretty much nullify the need for the function
2019-02-01T11:22:29.583900
Ashley
pythondev_help_Ashley_2019-02-01T11:22:29.583900
1,549,020,149.5839
5,949
pythondev
help
Hi all, how could I best iterate through a list of regex's to format a string (when/if it get's to the correct corresponding pattern) and also raise an error if none of the regex patterns match
2019-02-01T11:55:10.587500
Britt
pythondev_help_Britt_2019-02-01T11:55:10.587500
1,549,022,110.5875
5,950
pythondev
help
None
2019-02-01T11:59:02.587600
Britt
pythondev_help_Britt_2019-02-01T11:59:02.587600
1,549,022,342.5876
5,951
pythondev
help
<@Britt>
2019-02-01T12:04:11.587900
Clemmie
pythondev_help_Clemmie_2019-02-01T12:04:11.587900
1,549,022,651.5879
5,952
pythondev
help
Let's consider the string `"A\nB"`. In memory, this is three bytes: `0x41, 0x0A, 0x42`, or `A`, `linefeed`, `B`. But it would be awkward to have to hit return in the middle of typing it, so Python allows you to type `\n` in your source code instead in order to get that linefeed character. And if you ask for the `repr()...
2019-02-01T12:10:36.588400
Sasha
pythondev_help_Sasha_2019-02-01T12:10:36.588400
1,549,023,036.5884
5,953
pythondev
help
Since Python has those escaping rules involving the backslash, if you want an actual backslash character in your string, you would ordinarily use `"\\"` in your code, which is just one character in memory, and prints out as just `\`. Though again, if you ask for the `repr()` form of the string, Python will back-convert...
2019-02-01T12:13:07.588600
Sasha
pythondev_help_Sasha_2019-02-01T12:13:07.588600
1,549,023,187.5886
5,954
pythondev
help
What you have now works only because there is no defined `\*` escape sequence, so Python just says, "Oh, he probably just meant a literal backslash in this case." However, when it gives you back the `repr()` form, it gives you the more proper source-code format, `"\\*"`. Got it?
2019-02-01T12:14:46.588900
Sasha
pythondev_help_Sasha_2019-02-01T12:14:46.588900
1,549,023,286.5889
5,955
pythondev
help
thanks all
2019-02-01T12:21:01.589200
Granville
pythondev_help_Granville_2019-02-01T12:21:01.589200
1,549,023,661.5892
5,956
pythondev
help
Hi guys, not sure if this is the right place to ask, but I've been building a pretty simple web app in Flask most of today, it's a weight tracker app. It talks to postgres db and I'm using sqlalchemy. I'm having a massive problem displaying the data in my database back to the user in the web app. I'm planning on workin...
2019-02-01T14:06:40.592800
Gayla
pythondev_help_Gayla_2019-02-01T14:06:40.592800
1,549,030,000.5928
5,957
pythondev
help
you could ask here, and we also have a <#C0LN2AD7T|flask> channel as well
2019-02-01T14:07:56.593200
Hiroko
pythondev_help_Hiroko_2019-02-01T14:07:56.593200
1,549,030,076.5932
5,958
pythondev
help
is the problem with your db, api or frontend?
2019-02-01T14:08:08.593500
Hiroko
pythondev_help_Hiroko_2019-02-01T14:08:08.593500
1,549,030,088.5935
5,959
pythondev
help
Oh cool, let me get into that channel too. I am struggling with the syntax/code of querying the database to return all the rows in the db. And then I just want to simply display these results in a simple results page for the user. It's 3 columns, Date, Stone, Pounds (it's a weight tracker app).
2019-02-01T14:16:05.595100
Gayla
pythondev_help_Gayla_2019-02-01T14:16:05.595100
1,549,030,565.5951
5,960
pythondev
help
How do I join the flask channel?
2019-02-01T14:16:34.595500
Gayla
pythondev_help_Gayla_2019-02-01T14:16:34.595500
1,549,030,594.5955
5,961
pythondev
help
I've got everything set up and working in terms of db connections etc. I just don't know how to query the db, return all results and then display that to the user.
2019-02-01T14:17:29.596700
Gayla
pythondev_help_Gayla_2019-02-01T14:17:29.596700
1,549,030,649.5967
5,962
pythondev
help
just click on the highlighted, or go to channels in the sidebar and search for flask
2019-02-01T14:20:20.596800
Hiroko
pythondev_help_Hiroko_2019-02-01T14:20:20.596800
1,549,030,820.5968
5,963
pythondev
help
I'm using a dictionary to store classifiers in memory on an API so I don't need to download and unpickle each classifier on use. This takes up about 1 GB in RAM. I am hoping to reduce this if possible. Anyone have any ideas?
2019-02-01T16:00:34.599400
Darlene
pythondev_help_Darlene_2019-02-01T16:00:34.599400
1,549,036,834.5994
5,964
pythondev
help
What kind of classifiers are they?
2019-02-01T16:03:19.600000
Bethany
pythondev_help_Bethany_2019-02-01T16:03:19.600000
1,549,036,999.6
5,965
pythondev
help
And how many
2019-02-01T16:03:35.600200
Bethany
pythondev_help_Bethany_2019-02-01T16:03:35.600200
1,549,037,015.6002
5,966
pythondev
help
classifying text, so I have vectorizers and classifiers.. and 12
2019-02-01T16:11:07.601000
Darlene
pythondev_help_Darlene_2019-02-01T16:11:07.601000
1,549,037,467.601
5,967
pythondev
help
is the dictionary for the vectorizers loaded into RAM?
2019-02-01T16:11:49.601200
Bethany
pythondev_help_Bethany_2019-02-01T16:11:49.601200
1,549,037,509.6012
5,968
pythondev
help
yes
2019-02-01T16:11:59.601400
Darlene
pythondev_help_Darlene_2019-02-01T16:11:59.601400
1,549,037,519.6014
5,969
pythondev
help
hm
2019-02-01T16:12:44.601600
Bethany
pythondev_help_Bethany_2019-02-01T16:12:44.601600
1,549,037,564.6016
5,970
pythondev
help
```vectorizers[f] = vectorizer classifiers[f] = classifier```
2019-02-01T16:12:57.601800
Darlene
pythondev_help_Darlene_2019-02-01T16:12:57.601800
1,549,037,577.6018
5,971
pythondev
help
for each vectorizer/classifier
2019-02-01T16:13:11.602000
Darlene
pythondev_help_Darlene_2019-02-01T16:13:11.602000
1,549,037,591.602
5,972
pythondev
help
and you don't reuse vectorizer?
2019-02-01T16:13:16.602200
Bethany
pythondev_help_Bethany_2019-02-01T16:13:16.602200
1,549,037,596.6022
5,973
pythondev
help
across classifiers
2019-02-01T16:13:21.602400
Bethany
pythondev_help_Bethany_2019-02-01T16:13:21.602400
1,549,037,601.6024
5,974
pythondev
help
they are all different unfortunately
2019-02-01T16:15:07.602600
Darlene
pythondev_help_Darlene_2019-02-01T16:15:07.602600
1,549,037,707.6026
5,975
pythondev
help
So it seems like you either need to do something like have a LR
2019-02-01T16:15:35.602800
Bethany
pythondev_help_Bethany_2019-02-01T16:15:35.602800
1,549,037,735.6028
5,976
pythondev
help
have LRU cache for the model objects or separate them out into their own services
2019-02-01T16:15:54.603000
Bethany
pythondev_help_Bethany_2019-02-01T16:15:54.603000
1,549,037,754.603
5,977
pythondev
help
then only load `n` models at a time
2019-02-01T16:16:11.603200
Bethany
pythondev_help_Bethany_2019-02-01T16:16:11.603200
1,549,037,771.6032
5,978
pythondev
help
no clue what LRU caching is or LR, I will do some research
2019-02-01T16:20:56.603400
Darlene
pythondev_help_Darlene_2019-02-01T16:20:56.603400
1,549,038,056.6034
5,979
pythondev
help
like load it up when it's needed, and keep in RAM until something else is needed
2019-02-01T16:21:43.603600
Bethany
pythondev_help_Bethany_2019-02-01T16:21:43.603600
1,549,038,103.6036
5,980
pythondev
help
Every classifier is used for each request.. it seems like LRU would be better suited if I was only calling specific classifiers
2019-02-01T16:27:43.604200
Darlene
pythondev_help_Darlene_2019-02-01T16:27:43.604200
1,549,038,463.6042
5,981
pythondev
help
yeah that's True
2019-02-01T16:28:04.604400
Bethany
pythondev_help_Bethany_2019-02-01T16:28:04.604400
1,549,038,484.6044
5,982
pythondev
help
well if you want all the classifiers to fire on each request I don't see too much choice
2019-02-01T16:28:25.604600
Bethany
pythondev_help_Bethany_2019-02-01T16:28:25.604600
1,549,038,505.6046
5,983
pythondev
help
ya. I'm at a loss
2019-02-01T16:28:32.604800
Darlene
pythondev_help_Darlene_2019-02-01T16:28:32.604800
1,549,038,512.6048
5,984
pythondev
help
what libraries did you use to mamke the classifier
2019-02-01T16:28:50.605100
Bethany
pythondev_help_Bethany_2019-02-01T16:28:50.605100
1,549,038,530.6051
5,985
pythondev
help
RandomForrest I believe (is this what you wanted to know)? Or scikit-learn?
2019-02-01T16:31:32.605300
Darlene
pythondev_help_Darlene_2019-02-01T16:31:32.605300
1,549,038,692.6053
5,986
pythondev
help
scikit-learn
2019-02-01T16:31:42.605500
Bethany
pythondev_help_Bethany_2019-02-01T16:31:42.605500
1,549,038,702.6055
5,987
pythondev
help
I didn't make the classifiers, but I can only assume
2019-02-01T16:31:49.605700
Darlene
pythondev_help_Darlene_2019-02-01T16:31:49.605700
1,549,038,709.6057
5,988
pythondev
help
how much RAM is due to vectorizers and how much is due to classifiers
2019-02-01T16:32:07.605900
Bethany
pythondev_help_Bethany_2019-02-01T16:32:07.605900
1,549,038,727.6059
5,989
pythondev
help
is there a good way to check this? they are loaded from the same pickled file
2019-02-01T16:32:51.606100
Darlene
pythondev_help_Darlene_2019-02-01T16:32:51.606100
1,549,038,771.6061
5,990
pythondev
help
I come from ruby.. so performance wasn't my forte
2019-02-01T16:33:21.606300
Darlene
pythondev_help_Darlene_2019-02-01T16:33:21.606300
1,549,038,801.6063
5,991
pythondev
help
try loading the model, then pickling the classifiers and vectorizers independently
2019-02-01T16:34:00.606500
Bethany
pythondev_help_Bethany_2019-02-01T16:34:00.606500
1,549,038,840.6065
5,992
pythondev
help
Is the problem you don't want to have a server with 1GB sitting around doing nothing?
2019-02-01T16:34:38.606700
Bethany
pythondev_help_Bethany_2019-02-01T16:34:38.606700
1,549,038,878.6067
5,993
pythondev
help
We are running on Heroku.. and 2GB servers start at $250
2019-02-01T16:35:10.606900
Darlene
pythondev_help_Darlene_2019-02-01T16:35:10.606900
1,549,038,910.6069
5,994
pythondev
help
how often is the API called for these models?
2019-02-01T16:36:09.607200
Bethany
pythondev_help_Bethany_2019-02-01T16:36:09.607200
1,549,038,969.6072
5,995
pythondev
help
a single API call is made at a time one after another, from 2am - 5am I believe..
2019-02-01T16:36:55.607400
Darlene
pythondev_help_Darlene_2019-02-01T16:36:55.607400
1,549,039,015.6074
5,996
pythondev
help
are these models `sklearn.pipeline([sklearn.dictVectorizer, sklearn.RandomForestClassifier])`
2019-02-01T16:38:44.607600
Bethany
pythondev_help_Bethany_2019-02-01T16:38:44.607600
1,549,039,124.6076
5,997
pythondev
help
I can think of two possibilities that are just different approaches - 1) factor out the vectorizers and use only one 2) Reformulate the problem to have 1 classifier with multilable output
2019-02-01T16:40:08.607900
Bethany
pythondev_help_Bethany_2019-02-01T16:40:08.607900
1,549,039,208.6079
5,998
pythondev
help
1) This may be an option, I am going to bring it up. 2) I've already tried to suggest this, but the classifier performed much worse
2019-02-01T16:42:16.608100
Darlene
pythondev_help_Darlene_2019-02-01T16:42:16.608100
1,549,039,336.6081
5,999
pythondev
help
The other thing I could possibly think to do is to serve the model as a serverless function (aws lambda). If it's not being constantly invoked could save a lot
2019-02-01T16:43:13.608300
Bethany
pythondev_help_Bethany_2019-02-01T16:43:13.608300
1,549,039,393.6083
6,000
pythondev
help
I appreciate your help
2019-02-01T16:46:12.608700
Darlene
pythondev_help_Darlene_2019-02-01T16:46:12.608700
1,549,039,572.6087
6,001
pythondev
help
I'm going to think over all these suggestions..
2019-02-01T16:46:20.608900
Darlene
pythondev_help_Darlene_2019-02-01T16:46:20.608900
1,549,039,580.6089
6,002
pythondev
help
good luck!
2019-02-01T16:46:29.609100
Bethany
pythondev_help_Bethany_2019-02-01T16:46:29.609100
1,549,039,589.6091
6,003
pythondev
help
Boss just came in and said team drinks, so I'm gone, thank you again!
2019-02-01T16:46:35.609300
Darlene
pythondev_help_Darlene_2019-02-01T16:46:35.609300
1,549,039,595.6093
6,004
pythondev
help
damn i want drinks
2019-02-01T16:46:42.609500
Bethany
pythondev_help_Bethany_2019-02-01T16:46:42.609500
1,549,039,602.6095
6,005
pythondev
help
has anyone had any experience deploying Django to Google Cloud? I'm having trouble figuring out where I should put my MEDIA_ROOT — on a storage container or locally on the Django Docker instance?
2019-02-01T17:05:15.611400
Zoraida
pythondev_help_Zoraida_2019-02-01T17:05:15.611400
1,549,040,715.6114
6,006
pythondev
help
I'm in the sad situation of trying to debug why ```pip install backports.os; python -c 'from backports import os'``` fails on some machines :disappointed:
2019-02-01T17:50:01.613000
Lizbeth
pythondev_help_Lizbeth_2019-02-01T17:50:01.613000
1,549,043,401.613
6,007
pythondev
help
Oddly, it succeeds on those machines if ~/.local contains an old install of backports.os.
2019-02-01T17:50:57.613700
Lizbeth
pythondev_help_Lizbeth_2019-02-01T17:50:57.613700
1,549,043,457.6137
6,008
pythondev
help
It's like something changed in the ecosystem in the last few days...
2019-02-01T17:51:11.614100
Lizbeth
pythondev_help_Lizbeth_2019-02-01T17:51:11.614100
1,549,043,471.6141
6,009
pythondev
help
whats the failure message?
2019-02-01T17:53:42.614300
Necole
pythondev_help_Necole_2019-02-01T17:53:42.614300
1,549,043,622.6143
6,010
pythondev
help
```buildbot@ubu1804-demo:~$ python -c "from backports import os" Traceback (most recent call last): File "&lt;string&gt;", line 1, in &lt;module&gt; ImportError: No module named backports ```
2019-02-01T17:54:45.614700
Lizbeth
pythondev_help_Lizbeth_2019-02-01T17:54:45.614700
1,549,043,685.6147
6,011
pythondev
help
all the machines running the same version of python?
2019-02-01T17:57:40.615100
Necole
pythondev_help_Necole_2019-02-01T17:57:40.615100
1,549,043,860.6151
6,012
pythondev
help
yup, 2.7.15rc1
2019-02-01T17:58:05.615300
Lizbeth
pythondev_help_Lizbeth_2019-02-01T17:58:05.615300
1,549,043,885.6153
6,013
pythondev
help
what happens when you just pip install and dont run the python command, no errors?
2019-02-01T18:01:00.615800
Necole
pythondev_help_Necole_2019-02-01T18:01:00.615800
1,549,044,060.6158
6,014
pythondev
help
right, no errors. and pip list shows the package happily installed.
2019-02-01T18:01:39.616100
Lizbeth
pythondev_help_Lizbeth_2019-02-01T18:01:39.616100
1,549,044,099.6161
6,015
pythondev
help
That sounds like pip isn't installing to the Python you think it is.
2019-02-01T18:02:34.616400
Carmen
pythondev_help_Carmen_2019-02-01T18:02:34.616400
1,549,044,154.6164
6,016
pythondev
help
That's a reasonable guess, but on both systems, it's installing to the same directory: .local/lib/python2.7/site-packages
2019-02-01T18:04:07.617200
Lizbeth
pythondev_help_Lizbeth_2019-02-01T18:04:07.617200
1,549,044,247.6172
6,017
pythondev
help
I used strace on the python command in both bad and good systems, and ran ```diff -u log-min.{bad,good} | grep backport | grep -v ENO```
2019-02-01T18:04:43.617900
Lizbeth
pythondev_help_Lizbeth_2019-02-01T18:04:43.617900
1,549,044,283.6179
6,018
pythondev
help
Result: ```-execve("/usr/bin/python", ["python", "-c", "from backports import os"], 0xf000 /* 33 vars */) = 0 +execve("/usr/bin/python", ["python", "-c", "from backports import os"], 0xf000 /* 29 vars */) = 0 -stat("/usr/lib/python2.7/dist-packages/backports", {st_mode=S_IFDIR|0755, st_size=4096, ...}) = 0 -stat("/usr/...
2019-02-01T18:05:11.618200
Lizbeth
pythondev_help_Lizbeth_2019-02-01T18:05:11.618200
1,549,044,311.6182
6,019
pythondev
help
i.e. on the bad system, it looked only in /usr/lib/python2.7/dist-packages, but on the good system it looked only in $HOME/.local/lib/python2.7/site-packages.
2019-02-01T18:05:57.619100
Lizbeth
pythondev_help_Lizbeth_2019-02-01T18:05:57.619100
1,549,044,357.6191
6,020