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Q:
How to count at multiple levels in pandas dataframe?
Sorry for not being able to provide with the code. I solved this problem in SAS, now I want to do the same in Python.
In the following dataframe, there are several instances of consecutive zeros:
Date Time Ask Bid Day Price Return
xxx xxx xxx xxx Mon xxx xxxx
xxx xxx xxx xxx Mon xxx 0
xxx xxx xxx xxx Mon xxx 0
xxx xxx xxx xxx Mon xxx xxxx
xxx xxx xxx xxx Mon xxx xxxx
xxx xxx xxx xxx Mon xxx 0
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xxx xxx xxx xxx Wed xxx 0
xxx xxx xxx xxx Wed xxx 0
xxx xxx xxx xxx Wed xxx xxxx
xxx xxx xxx xxx Wed xxx xxxx
xxx xxx xxx xxx Wed xxx xxxx
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I would like to know how many incidents of consecutive zeros in each day, and how many zeros in each incident are there for each day. For example, if we look at Wednesday, we see that there are 2 incidents of consecutive zeros: in the 1st one there 2 zeros, and in the 2nd one, there are 3. For Tuesday there's only one incident of consecutive zeros having 3 zeros.
So, I would like to have an output like the following one:
Day Incident Count_0
Mon 1 2
Mon 2 3
Tue 1 3
Wed 1 2
Wed 2 3
Much thanks!
A:
Use:
#filter 0 values - if strings use '0'
mask = df['Return'].eq(0)
#consecutive groups for 0
g1 = df['Return'].ne(df['Return'].shift()).cumsum()
#consecutive groups for Days
g2 = df['Day'].ne(df['Day'].shift()).cumsum()
#filter by 0 rows and aggregate counts
df1 = (g2[mask].groupby([g1, df['Day']])
.size()
.reset_index(level=0, drop=True)
.reset_index(name='Count_0'))
#filter out unique rows (count == 1)
df1 = df1[df1['Count_0'].ne(1)].copy()
#Incidentcolumn by counter by new consecutive Days
g3 = df1['Day'].ne(df1['Day'].shift()).cumsum()
df1.insert(1, 'Incident', g3.groupby(g3).cumcount() + 1)
print (df1)
Day Incident Count_0
0 Mon 1 2
1 Mon 2 3
2 Tue 1 3
5 Wed 1 2
6 Wed 2 3
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undefined method `two_dimensional?' using Barby CairoOutputter
I just want to generate a QR code using rqrcode gem. When I create my new rqrcode instance:
qr = RQRCode::QRCode.new('test')
I get the following input :
xxxxxxx x x x xxxxxx x xxxxxxx
x x xx xxxxx xx x x
x xxx x x x xxxx xx x xxx x
x xxx x x x x x x x xx x xxx x
x xxx x x xxx xxx x x xxx x
x x xxx x xx x x
xxxxxxx x x x x x x x x x xxxxxxx
x x xx x x
xxxx xxxxx xxxx x xx x
x xx xxxx xxxx xxxx x xxx
xx x xx x x xxxx xx
x x x xxx xxxxxxx x xx xxx x
x xxxxxxx x x x xxxx xx xx xx
x x x xx xxx x x xxxx
xx xxx xxx xxx x xxxxx xxx
xx x xx xxx xx x x
x xxxx xx xxxx x x x x x
x xxx x x x xx x xx xx x
xxx xx xx x x xx xx
x x x x xx xx xx x
x xxxx xx xx x x x xxxx xx
x x x xxx x xx xxx xxx
x xx x xxx x x x xx
xx x xxx xxxx x x x x x
xx x xxxx xx x x xxxxxxxxx
x xx xx x x xx xx x
xxxxxxx xx x xxxxx x xxx
x x xx xx x xxxx xx x xx
x xxx x xx x xxx xxxxx xxx
x xxx x xx x xxxxxxxx xxx
x xxx x x xx xx x
x x xxxxxxxxx x xx xx xx
xxxxxxx x xx x xx x x x xx x
For printing my qr_code I use the CairoOutputter of Barby but when I try to convert my output to svg, png,... I get the following error message:
NoMethodError (undefined method `two_dimensional?' for #<RQRCode::QRCode:0x0000000794bd88>)
Do you have any ideas of what I can do to correct this error?
Gemfile:
gem 'rqrcode','~> 0.4.2'
gem 'barby'
gem 'cairo'
In my model:
require 'barby'
require 'barby/outputter/cairo_outputter'
require 'rqrcode'
qr = RQRCode::QRCode.new('test')
puts qr
outputter = Barby::CairoOutputter.new(qr).to_svg
A:
As stated in the project README, you need to use one of the supported barcode classes. Namely, you need to use Barby::QrCode, not RQRCode::QRCode.
With the following libraries installed:
gem install 'barby' # core library
gem install 'cairo' # dependency for output
gem install 'rqrcode' # dependency for barcode
The following implementation works fine:
require 'barby'
require 'barby/outputter/cairo_outputter'
require 'barby/barcode/qr_code'
qr = Barby::QrCode.new('test')
outputter = Barby::CairoOutputter.new(qr).to_svg
Unlike RQRCode::QRCode, Barby::QrCode implements methods such as two_dimensional? and encoding - which are required by the Barby::CairoOutputter implementation.
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