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/ lqez
Ladies and Gentlemen
Dear Python travelers
Ladies and Gentlemen
,
2014
2014 2015 APAC 2016 2017
,
2014
2014 2015 APAC 2016 2017
,
2014
2014 2015 APAC 2016 2017
,
2014
2014 2015 APAC 2016 2017
,
2014
2014 2015 APAC 2016 2017
,
.
,
,
.
.
.
, ,
,
.
.
.
2014 , ‘ ’
https://www.pycon.kr/2014/program/26
APAC 2016, ‘ ’
https://www.pycon.kr/2016apac/program/42
:
‘ ’
# built-in wave module
import wave
wr = wave.open('pep373.wav', ‘rb')
frames = wr.readframes(-1)
https://docs.python.org/3...
$ python waveread.py 2014.wav
Frqj?G#??6?< O?Cu???oF??WM?;E?????1*??????????p?6??
?
^???7H????m?G?????g?^?7?
??2?U?c?F????...
# convert string into integer list
import numpy
values = numpy.fromstring(frames, 'Int16')
https://docs.scipy.org/doc/nump...
$ python waveread.py 2014.wav
95
78
53
31
-2
-38
-28
5
-7
-42
-46
-50
-74
-72
-45
-36
$ python waveread.py 2014.wav
95
78
53
31
-2
-38
-28
5
-7
-42
-46
-50
-74
-72
-45
-36
$ spark 0 30 55 80 33 150
▁▂▃▅▂▇
https://github.com/holman/spark
# print peak as sparkline
import sparkline
print(
sparkline.sparkify(values).encode('utf-8')
)
https://github.com/RedKrieg...
$ python waveform.py applause.wav
▂▁▅▄▄████▇▆▆█▇▇▇▇▆▇▇▇█▇▇▇▅▅▇▆▅▄▂▂▂▁▁▁▁▁
$ python waveform.py 2014-part1.wav
▁▃▆▆▅▅▄▆▂▁▁▁...
$ python waveform.py applause.wav
▂▁▅▄▄████▇▆▆█▇▇▇▇▆▇▇▇█▇▇▇▅▅▇▆▅▄▂▂▂▁▁▁▁▁
$ python waveform.py 2014-part1.wav
▁▃▆▆▅▅▄▆▂▁▁▁...
▅▃▆▂▄▅▅▃▅▆▃▄▂▄▄▄▆▅▄▃▃▃▅▄▅▃▂▃▁▁▁▁▁▇▇▅▆▅▅▆▅▆▅▄▃▄▄▄▂▁▁▁▁▁▁▆▆▆▄▇█▇▄▄▄▄▆▅▃▃▄▄▄▆▃▄▆▆▅▄▃▂▃▃▂▂
▂▁▁▁▁▁▁▂█▆▇▄▃▃▂▆▃▃▃▂▅▆▄▄▄▃▃▂▄▂▆▄▃▄▃...
▅▃▆▂▄▅▅▃▅▆▃▄▂▄▄▄▆▅▄▃▃▃▅▄▅▃▂▃▁▁▁▁▁▇▇▅▆▅▅▆▅▆▅▄▃▄▄▄▂▁▁▁▁▁▁▆▆▆▄▇█▇▄▄▄▄▆▅▃▃▄▄▄▆▃▄▆▆▅▄▃▂▃▃▂▂
▂▁▁▁▁▁▁▂█▆▇▄▃▃▂▆▃▃▃▂▅▆▄▄▄▃▃▂▄▂▆▄▃▄▃...
▅▃▆▂▄▅▅▃▅▆▃▄▂▄▄▄▆▅▄▃▃▃▅▄▅▃▂▃▁▁▁▁▁▇▇▅▆▅▅▆▅▆▅▄▃▄▄▄▂▁▁▁▁▁▁▆▆▆▄▇█▇▄▄▄▄▆▅▃▃▄▄▄▆▃▄▆▆▅▄▃▂▃▃▂▂
▂▁▁▁▁▁▁▂█▆▇▄▃▃▂▆▃▃▃▂▅▆▄▄▄▃▃▂▄▂▆▄▃▄▃...
▅▃▆▂▄▅▅▃▅▆▃▄▂▄▄▄▆▅▄▃▃▃▅▄▅▃▂▃▁▁▁▁▁▇▇▅▆▅▅▆▅▆▅▄▃▄▄▄▂▁▁▁▁▁▁▆▆▆▄▇█▇▄▄▄▄▆▅▃▃▄▄▄▆▃▄▆▆▅▄▃▂▃▃▂▂
▂▁▁▁▁▁▁▂█▆▇▄▃▃▂▆▃▃▃▂▅▆▄▄▄▃▃▂▄▂▆▄▃▄▃...
https://cloud.google.com/speech/
def transcribe_file(speech_file):
from google.cloud import speech
from google.cloud.speech import enums
from google.cloud....
$ python transcribe.py 2016-part1.wav
Transcript:
Transcript:
3
3
“
“
$ python waveform.py applause.wav
▂▁▅▄▄████▇▆▆█▇▇▇▇▆▇▇▇█▇▇▇▅▅▇▆▅▄▂▂▂▁▁▁▁▁
$ python transcribe.py applause.wav
$
$ python transcribe.py 2014-part1.wav
$
$ python waveform.py 2014-part1.wav
▁▃▆▆▅▅▄▆▂▁▁▁▁▁▁███▆█▆█▇█▇▅▆▄▄▃▃▁▁▁▁▇█▄▃▆▇▅▇▆▅▄...
…
https://goo.gl/pgEVyq
25 4
10 25
2.5
/
0.16
/
16
.
.
.
Code of Conduct
,
파이썬 3 얘기 지겹다
데이터 분석 ㄴㄴ
요즘 웹 프레임워크 누가 팜?
작년에 했던거 또 하네
,
.


?
?
?
.
.
.
.
The Basic
Let’s
Back to
the Basic
Computer
Compute
https://en.wikipedia.org/wiki/Charles_Babbage
?
Image courtesy of Apple Inc.
Image courtesy of Verge
https://blog.naver.com/infinity71/100173053822
Image courtesy of Apple Inc.
계산하는	사람	
Computer
1868-1921
https://en.wikipedia.org/wiki/Henrietta_Swan_Leavitt
Human Computer
Calculator
Calculist
http://speller.cs.pusan.ac.kr/
?
http://speller.cs.pusan.ac.kr/
https://www.wordnik.com/
Kernel Programmer
Network Engineer
Data Analyst
Data Analyzer
.
Subversion
Git
RESTFul
GraphQL
jQuery
2016 react
Python
Rust
?
?
Programming isn’t a
“passion” or a “talent” but
a collection of acquired skills.
Programming isn’t a
“passion” or a “talent” but
a collection of acquired skills.
Jacob Kaplan-Moss, PyCon 2015
https://www...
?
.
https://opensource.googleblog.com/2014/03/teaching-next-generation-to-code-young.html
“
What happens when you type google.com
into your browser and press enter?
”
• The "g" key is pressed
• The "enter" key bottoms out
• Interrupt fires [NOT for USB keyboards]
• (On Windows) A WM_KEYDO...
Image courtesy of MOTORTREND
http://www.motortrend.com/cars/bmw/m5/2013/2013-bmw-m5-test/
Image courtesy of Reuters
http://www.cbsnews.com/news/teslas-autopilot-lets-cars-drive-change-lanes-themselves/
Image courtesy of OTTO
?
Batteries Included
https://docs.python.org/3/tutorial/
stdlib.html#batteries-included
.
( )
Python 3.6.1 (v3.6.1:69c0db5050, Mar 21 2017, 01:21:04)
[GCC 4.2.1 (Apple Inc. build 5666) (dot 3)] on darwin
Type "help",...
/ lqez
파이콘 한국 2017 키노트 : Back to the Basic
파이콘 한국 2017 키노트 : Back to the Basic
파이콘 한국 2017 키노트 : Back to the Basic
파이콘 한국 2017 키노트 : Back to the Basic
파이콘 한국 2017 키노트 : Back to the Basic
파이콘 한국 2017 키노트 : Back to the Basic
파이콘 한국 2017 키노트 : Back to the Basic
파이콘 한국 2017 키노트 : Back to the Basic
파이콘 한국 2017 키노트 : Back to the Basic
파이콘 한국 2017 키노트 : Back to the Basic
파이콘 한국 2017 키노트 : Back to the Basic
파이콘 한국 2017 키노트 : Back to the Basic
파이콘 한국 2017 키노트 : Back to the Basic
파이콘 한국 2017 키노트 : Back to the Basic
파이콘 한국 2017 키노트 : Back to the Basic
파이콘 한국 2017 키노트 : Back to the Basic
파이콘 한국 2017 키노트 : Back to the Basic
파이콘 한국 2017 키노트 : Back to the Basic
파이콘 한국 2017 키노트 : Back to the Basic
파이콘 한국 2017 키노트 : Back to the Basic
파이콘 한국 2017 키노트 : Back to the Basic
파이콘 한국 2017 키노트 : Back to the Basic
파이콘 한국 2017 키노트 : Back to the Basic
파이콘 한국 2017 키노트 : Back to the Basic
파이콘 한국 2017 키노트 : Back to the Basic
파이콘 한국 2017 키노트 : Back to the Basic
파이콘 한국 2017 키노트 : Back to the Basic
파이콘 한국 2017 키노트 : Back to the Basic
파이콘 한국 2017 키노트 : Back to the Basic
파이콘 한국 2017 키노트 : Back to the Basic
파이콘 한국 2017 키노트 : Back to the Basic
파이콘 한국 2017 키노트 : Back to the Basic
파이콘 한국 2017 키노트 : Back to the Basic
파이콘 한국 2017 키노트 : Back to the Basic
파이콘 한국 2017 키노트 : Back to the Basic
파이콘 한국 2017 키노트 : Back to the Basic
파이콘 한국 2017 키노트 : Back to the Basic
파이콘 한국 2017 키노트 : Back to the Basic
파이콘 한국 2017 키노트 : Back to the Basic
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파이콘 한국 2017 키노트 : Back to the Basic

  1. 1. / lqez
  2. 2. Ladies and Gentlemen
  3. 3. Dear Python travelers Ladies and Gentlemen
  4. 4. , 2014 2014 2015 APAC 2016 2017
  5. 5. , 2014 2014 2015 APAC 2016 2017
  6. 6. , 2014 2014 2015 APAC 2016 2017
  7. 7. , 2014 2014 2015 APAC 2016 2017
  8. 8. , 2014 2014 2015 APAC 2016 2017
  9. 9. ,
  10. 10. .
  11. 11. , , .
  12. 12. .
  13. 13. .
  14. 14. , ,
  15. 15. ,
  16. 16. .
  17. 17. .
  18. 18. .
  19. 19. 2014 , ‘ ’ https://www.pycon.kr/2014/program/26
  20. 20. APAC 2016, ‘ ’ https://www.pycon.kr/2016apac/program/42
  21. 21. : ‘ ’
  22. 22. # built-in wave module import wave wr = wave.open('pep373.wav', ‘rb') frames = wr.readframes(-1) https://docs.python.org/3/library/wave.html
  23. 23. $ python waveread.py 2014.wav Frqj?G#??6?< O?Cu???oF??WM?;E?????1*??????????p?6?? ? ^???7H????m?G?????g?^?7? ??2?U?c?F????z?:???????????????k???1?0???????"?*?1? m???????U???6?????~?????W?H??????n,5y?p???F?6 ?j?q?B?q???.?d???7?????????i0????9?k????Z?????????)? >6???? B??75Q?J?Q?????????????{???V?????k??????G????? 2'@G??;???<??????????????????????????(?.?e???D????? %?????p?9???=???,?5?{????????C?{????@?8????(??????? p????xp[?x???|,????????0?K?Q?MVDE???[4?sy????_??"?? g?"?????????j?6???c?N?=?%?1?(??d????*?X?d?B?!?$?/? ???y?a????????????????K?C???????????????z?0? ?????8???? f?????????d???A??@pspfC(?pfn/1?l?????????8Y????7??'?
  24. 24. # convert string into integer list import numpy values = numpy.fromstring(frames, 'Int16') https://docs.scipy.org/doc/numpy/reference/generated/ numpy.fromstring.html
  25. 25. $ python waveread.py 2014.wav 95 78 53 31 -2 -38 -28 5 -7 -42 -46 -50 -74 -72 -45 -36
  26. 26. $ python waveread.py 2014.wav 95 78 53 31 -2 -38 -28 5 -7 -42 -46 -50 -74 -72 -45 -36
  27. 27. $ spark 0 30 55 80 33 150 ▁▂▃▅▂▇ https://github.com/holman/spark
  28. 28. # print peak as sparkline import sparkline print( sparkline.sparkify(values).encode('utf-8') ) https://github.com/RedKrieg/pysparklines
  29. 29. $ python waveform.py applause.wav ▂▁▅▄▄████▇▆▆█▇▇▇▇▆▇▇▇█▇▇▇▅▅▇▆▅▄▂▂▂▁▁▁▁▁ $ python waveform.py 2014-part1.wav ▁▃▆▆▅▅▄▆▂▁▁▁▁▁▁███▆█▆█▇█▇▅▆▄▄▃▃▁▁▁▁▇█▄▃▆▇▅▇▆▅▄▄▄▃▁▁▁▆▆ ▆▅▆▄▄▃▃▄▁▁▁▅▆▆▅▅▄▆▅▅▄▂▂▁▆▇█▅▆▄▆▄▄▄▃▃▁▁▃▆▅▅▃▇▆▆▅▅▇▆▅▃▁▄ ▆▇▆▅▄▆▅▆▅▄▅▁▁▆██▅▅▅▇▆▅▆▆▄▅▄▁▅▅▄▅▆▅▄▄▅▃▃▅▄▁▄▆▄▆▆▆▆▅▅▂▁▃ ▆▅▆▅▅▂▂▁▁▁▁
  30. 30. $ python waveform.py applause.wav ▂▁▅▄▄████▇▆▆█▇▇▇▇▆▇▇▇█▇▇▇▅▅▇▆▅▄▂▂▂▁▁▁▁▁ $ python waveform.py 2014-part1.wav ▁▃▆▆▅▅▄▆▂▁▁▁▁▁▁███▆█▆█▇█▇▅▆▄▄▃▃▁▁▁▁▇█▄▃▆▇▅▇▆▅▄▄▄▃▁▁▁▆▆ ▆▅▆▄▄▃▃▄▁▁▁▅▆▆▅▅▄▆▅▅▄▂▂▁▆▇█▅▆▄▆▄▄▄▃▃▁▁▃▆▅▅▃▇▆▆▅▅▇▆▅▃▁▄ ▆▇▆▅▄▆▅▆▅▄▅▁▁▆██▅▅▅▇▆▅▆▆▄▅▄▁▅▅▄▅▆▅▄▄▅▃▃▅▄▁▄▆▄▆▆▆▆▅▅▂▁▃ ▆▅▆▅▅▂▂▁▁▁▁ ?
  31. 31. ▅▃▆▂▄▅▅▃▅▆▃▄▂▄▄▄▆▅▄▃▃▃▅▄▅▃▂▃▁▁▁▁▁▇▇▅▆▅▅▆▅▆▅▄▃▄▄▄▂▁▁▁▁▁▁▆▆▆▄▇█▇▄▄▄▄▆▅▃▃▄▄▄▆▃▄▆▆▅▄▃▂▃▃▂▂ ▂▁▁▁▁▁▁▂█▆▇▄▃▃▂▆▃▃▃▂▅▆▄▄▄▃▃▂▄▂▆▄▃▄▃▁▁▄▄▇█▅▆▅▄▄▄▃▄▃▄▄▃▅▄▃▃▃▅▆▂▆▃▁▁▁▁▁▂▂▁▂▆▇▅█▆▅▃▃▂▂▅▄▄▄ █▆▆▃▁▁▁▅▅▄▄▂▅▅▅▃▃▃▃▆▆▄▄▅▅▅▂▅▃▁▁▁█▇▅▇▅▆▆▇▅▅▄▄▃▁▁▁▁▂█▆██▅▃██▇▂▆▃▃▃▃▄▃▅▃▃▄▃▁▄▅▃▄▃▃▂▄▅▃▃▃▃ ▁▁▁▅▇▆▇▆▃▃▄▄▄▄▄▁▁▁▇▇▅▆▇▅▄▄▅▅▆▃▅▃▄▆▃▅▆▅▄▁▁▁▆▆▅▃▇▄▄▆▃▃▃▂▅▂▇▃▆▄▄▅▃▃▂▄▄▅▂▁▁▄▅▅▄▄▆▂▆▅▄▆▄▄▄▅ ▄▅▅▅▅▆▅▅▃▃▆▆▆▄▅▄▅▄▁▁▁▆▅▅▅▅▅▇▅▆▅▃▅▃▃▃▁▁▁▁▁▁▆▅▄█▇▆▅▅▅▆▆▅▁▁▆▅▆▆▆▄▄▄▃▂▁▁▁▅▄▅▄▅▄▄▆▅▄▄▅▅▄▆▅▃ ▁▁▁▆▃▆▄▅▄▄▄▅▄▄▆▄▄▃▃▃▂▄▅▅▆▇▄▅▅▄▄▂▄▄▄▄▂▁▁▁▁▁▆▇▆▅▇▄▅▄▄▄▄▆▄▄▇▇▄▄▄▆▅▅▃▄▃▃▃▂▃▁▁▁▁▁▂▆▇▇▄▄▅▅▂▅ ▄▅▅▆▅▃▃▃▂▁▁▁▁▁▆▆▅▃▂▆▅▆▇▄▃▃▃▆▇▆▄▄▅▃▃▃▄▂▁▁▃▆▄▆▄▃▃▃▄▂▄▃▂▄▁▁▁▆▇▆▆▃▁▁▁▁▁▁▆▇█▅▆▃▆▄▄▃▆▄▂▅▃▂▂▃ ▅▃▁▂▂▁▁▁▁▁▁▁▁▁▁▁▁▁▁▃▆▇▅▅▄▃▇▅▇▅▅▆▆▅▅▅▅▃▅▅▄▇▇▃▃▆▅▂▂▃▆▃▄▁▁▁▅▅▄▃▅▂▂▄▁▁▁▁▁▄█▆▄▄▅▆▅▅▅▆▃▃▅▅▃▃ ▅▄▃▃▃▂▂▁▁▁▁▁▁▂▂▂▂▂▂▂▂▂▂▂▁▁▂▁▁▁▁▁▁▁▂██▇▇▅▇█▇▇▃▁▆▇▆▅▆▁▄▅▄▃▇▅▄▆▄▄▄▃▅▂▃▃▂▁▁▁▁▁▁▃█▇▇▆▅▅▂▁▁▁ ▁▁▁▁▁▁▇▅▆▇█▃▁▂▁▁▁▁▁▁▁▁▁▁▄▃▄▇▆▂▁▁▂▄▅▅▃▁▁▁▁▁▁▁▁▁▁▁▂███▆█▇▇▇▇▄▄▂▂▁▁▁▁▁▁▂██▇████▆▅▆▆▇▇▄▆▇▆ ▆▄▁▁▁▆██▂▆▄▄▅▆▅▅▅▅▃▆▅▅▆▇▆▅▃▄▅▃▁▂▁▁▁▁▁█▆▅▆▄▃▃▂▆▆▅▄▃▃▄▄▂▃▁▁▁▁▁▂▃▂▄▆▄▄▄▅▂▁▁▁▁▁▆▇▂▆▃▂▂▂▁▁▁ ▁▁▁▁▁▁▁▆▅▆▆▆▄▆▄▄▅▅▂▄▄▆▅▄▃▂▁▁▁▁▁▄▃▄▄▅▃▅▄▆▇▄▄▄▃▁▃▂▁▁▁▁▁▆▅▅▄▅▆▄▄▆▆▇▄▃▆▅▆▄▃▄▃▄▂▁▁▁▁▆▆▅▂▅▅▃ ▃▄▃▄▄▅▄▄▇▇▄▄▃▃▂▁▁▁▃▅▂▇▅▄▄▇▇▅▂▄▅▆▅▇▂▃▄▂▂▁▁▁▁▁▂█▇██▅▅▄▅▃▆▆▆▃▃▂▃▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▆▆▇█▇▅▄▄▆▆ ▆▃▂▁▁▁▇▇█▄▇▂▃▅▆▃▅▇▆▅▄▇▆▃▂▁▁▁▁▁▆▄▇▇▅▄▄▄▄▃▁▂▁▁▁▁▁▁▁▁▇▇▆▆▅▆▅▆▅▃▃▁▁▁▁▁▁▁▁▁▁█▆▇▆█▆▇▄▄▄▃▃▁▁▃ ▂▁▁▁▁▁▁▁▁▁▁▁▁▂▅█▇▅▇▆▆▃▂▃▃▂▃▂▅▄▂▃▁▄▄▅▄▆▃▄▂▁▁▁▃▄▅▆▅▃▃▅▂▇▆█▄▄▅▆▇▆▇▅▅▅▆▅▄▅▂▂▂▅▁▁▁▃▄▆▄▂▁▁▁▁ ▁▇██▇▇▄▄▂▁▁▁▁▆▅▆▆▅▄▄▇▂▆▂▆▅▁▁▁▁▁▁▁▅▄▄▆▄▄▄▄▃▄▃▄▃▅▅▄▅▄▄▁▁▁▁▁▁▁▁▁▁▁▁▁█▇▅▄▃▃▆▅▅▃▃▃▅▃▁▄▄▂▆▁▁ ▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▃█▅▆▅▄▃▁█▅▄▃▆▅▄▄▅▅▆▅▃▃▄▄▄▄▄▅▅▃▁▁▄▇█▆▇▆▃▅▅▄▄▂▃▅▄▆▅▇▄▃▃▃▂▁▁▁▄▆▃▆▄▁▁▁▂▅▅▆▇ ▂▄▄▅▂▁▁▁▁▁▆▆▆▆▃▆▆▃▄▄▄▂▃▃▅▅▅▄▄▄▄▄▅▅▄▄▃▃▄▁▁▂▆▂▆▄▄▄▃▂▁▃▃▃▅▄▄▃▃▁▁▇██▅▆▆▂▄▂▄▃▄▃▃▃▂▁▁▁▁▁▁▃▇▄ ▆▆▅▇▆▆▃▆▆█▆▆▆▅▆▅▇▃▂▅▄▄▃▄▆▂▁▁▄▇▅█▄▅▇▅▃▃▃▃▂▁▃▄▃▂▂▃▁▁▁▁▁▁▁▃▄▃▄▄▄▁▁▁▁▁▁▁█▅▇▅▆▅▅▅▅▂▅▆▅▅▄▄▃▅ ▅▆▇▅▃▃▄▄▅▄▄▄▄▄▄▁▁▁▁▁▁▁▁▅▂▁▁▁▁▂▇▇▇▆█▅▄▆▄▄▅▄▁▁▁▂▆▆▃▅▄▅▃▄▂▃▁▅▄▄▁▁▁▁▁▁▆▂▃▆▅▅▃▅▅▆▅▅▃▁▁▁▁▁▁▁ ▁▁▅▆▄▄▅▃▇▇▄▂▄▅▄▄▃▃▅▅▅▃▃▄▃▄▁▁▁▁▁▁▁▁▁▁▃▂▁▁▁▁▁▅██▅█▃█▇▆█▄█▆█▇▇██▄▃▄▂▄▇▃▄▄▂▃▅▂▄▁▁▁█▅▄▃▅▄▃▅ ▅▁▁▁▁▁▁▁▁▇▆▆█▅▅▅▅▅▄▅▅▅▅▄▆▃▃▁▁▁▁▁▁▁▁▁▁▁▁▁▁▆█▆▅▂▁▄▇▃▂▂▇▃▆▆▅▇█▅▃▆▇▅▂▅▆▅▅▃▃▂▆▂▄▂▁▁▁▁▁▁▁▇▇▆ ▆▄▅▄▄▆▅▄▅▅▅▂▄▂▆▆▃▃▃▃▃▄▄▄▅▃▁▁▁▁▆▄▃▅▆▅▅▆▆▆▄▄▄▇▆▆▄▃▄▄▃▆▃▄▃▅▃▃▁▅▃▁▁▁▁▁▁▁▁▄▆▆▃▁▇▆▆▆▅▄▆▄▄▄▄▃ ▄▄▄▃▁▁▁▆█▄▆▅▄▆▆▃▃▃▁▅▅▅▄▁▄▅▄▄▄▅▅▃▁▁▁▁▁▁▁▁▁▁▁█▆██▄▅▅▅▅▅▅▄▅▅▄▅▅▅▄▄▅▄▆▄▄▅▃▁▁▁▁▇▇▄█▆▄▅▆▄▆▅▅ ▂▃▁▁▁▁▄▆▅▃▆▄▇▅▄▅▅▄▄▄▂▁▃▇▅▇▃▄▆▆▄▅▃▃▄▄▄▃▃▃▄▅▃▄▁▁▁▁▂▅▇▆▄▃▃▃▅▂▄▄▄▃▃▃▆▅▄▄▃▆▃▃▃▂▁▁▂▅▆▅▅▆▅▄▃▄ ▄▅▄▅▆▄▃▂▂▁▁▁▁▁▁▁▁▁▂█▃▆▇█▅▆▃▆▅▄▅▆▅▁▁▁▁▆▅▆▇▄▅▃█▆▄▄▃▂▄▃▃▆▃▄▄▄▃▅▃▃▄▅▄▄▄▄▅▆▂▁▁▁▆▆▅█▅▆▄▃▄▄▆▆ ▃▄▃▃▄▅▃▄▃▆▅▄▃▅▅▃▃▄▂▁▁▁▁▁▁▁▁▂▆▅▅▆█▇▃▅▄▅▇▄▅▃▃▁▁▁▁▆▇▇▆▅▆▆▄▅▃▆▆▃▁▁▁▁▁▁▁▁▁▁▁▁▁▁▃▄▇██▇▄▅▆▅▅▄ ▆▄▆▂▁▁▂▇▇▃▅▅▆▆▄▃▃▅▄▃▅▆▄▃▄▂▁▁▁▄▄▇▄▂▅▇▃▄▃▄▄▃▃▂▄▂▁▁▁▁▆▆▅▄▂▁▁▁▁▁▁▄▇▆▇▄▂▁▁▃▂▄▃▄▃▃▃▃▄▄▃▂▁▁▁▁ ▂▆▄▆▄▄▅▅▄▃▄▃▃▃▁▁▁▁▁▁▁█▇█▅▁▁▁▁▁▁▁▁▁▁▅▁▁▁█▇▆▆▆▅█▇▃█▅▆▆▆▆▆▄▆▆▅▆▅▄▄▄▃▄▃▁▁▁▁▂█▅▅▂▄▅▅▃▃▂▃▄▆▆ ▃▁▅▃▃▂▅▅▄▄▁▁▁▆▂▆▃▄▃▃▄▄▃▃▅▄▃▄▂▅▇▅▄▄▃▆▃▃▄▃▃▄▃▁▁▁▅▃▄▃▅▅▆▆▆▄▄▄▂▁▁▁▁▁▁▁▁▁▁▁▁▁███▆█▃▇▆██▂▅▆▆ ▄█▆▆▆▆▂▁▁▁▁██▆▂▃█▇▇▆▄▅▄▁▅▃▂▁▁▁▁▁▁▇▃▆▄▄▅▇▆▅▁▃▃▅▃▃▄▄▄▃▁▁▁▂▇▃▄▅▄▅▅▄▄▄▄▃▇▂▄▅▆▆▇▇▇▂▆█▄▃▃▂▁▁ ▁▁▃▅▄▄▃▆▄▄▂▄▃▄▅▄▅▄▄▅▅▅▄▃▁▁▁▁▁█▇▆▇▄▆▅▄▄▄▅▅▄▅▆▅▁▁▆▅▂▆▄▄▆▃▅▇▄▅▇▃▂▁▁▁▁▁█▅▆▆▆▆▄▆▂▄▂▅▃▁▁▁▁▁▁ ▁▁▁▆▅▅▄▄▃▁▁▆██▆▇▄▆▃▅▄▆▃▃▃▃▁▅▅▄▅▅▆▇▃▃▃▃▄▃▄▆▆▆▅▅▃▄▂▁▁▅▇▆▆▅▄▃▃▄▄▂▃▂▂▁▁▁▁▁▁▁▁▅▄▅██▄▄▄▆▇▇▆▅
  32. 32. ▅▃▆▂▄▅▅▃▅▆▃▄▂▄▄▄▆▅▄▃▃▃▅▄▅▃▂▃▁▁▁▁▁▇▇▅▆▅▅▆▅▆▅▄▃▄▄▄▂▁▁▁▁▁▁▆▆▆▄▇█▇▄▄▄▄▆▅▃▃▄▄▄▆▃▄▆▆▅▄▃▂▃▃▂▂ ▂▁▁▁▁▁▁▂█▆▇▄▃▃▂▆▃▃▃▂▅▆▄▄▄▃▃▂▄▂▆▄▃▄▃▁▁▄▄▇█▅▆▅▄▄▄▃▄▃▄▄▃▅▄▃▃▃▅▆▂▆▃▁▁▁▁▁▂▂▁▂▆▇▅█▆▅▃▃▂▂▅▄▄▄ █▆▆▃▁▁▁▅▅▄▄▂▅▅▅▃▃▃▃▆▆▄▄▅▅▅▂▅▃▁▁▁█▇▅▇▅▆▆▇▅▅▄▄▃▁▁▁▁▂█▆██▅▃██▇▂▆▃▃▃▃▄▃▅▃▃▄▃▁▄▅▃▄▃▃▂▄▅▃▃▃▃ ▁▁▁▅▇▆▇▆▃▃▄▄▄▄▄▁▁▁▇▇▅▆▇▅▄▄▅▅▆▃▅▃▄▆▃▅▆▅▄▁▁▁▆▆▅▃▇▄▄▆▃▃▃▂▅▂▇▃▆▄▄▅▃▃▂▄▄▅▂▁▁▄▅▅▄▄▆▂▆▅▄▆▄▄▄▅ ▄▅▅▅▅▆▅▅▃▃▆▆▆▄▅▄▅▄▁▁▁▆▅▅▅▅▅▇▅▆▅▃▅▃▃▃▁▁▁▁▁▁▆▅▄█▇▆▅▅▅▆▆▅▁▁▆▅▆▆▆▄▄▄▃▂▁▁▁▅▄▅▄▅▄▄▆▅▄▄▅▅▄▆▅▃ ▁▁▁▆▃▆▄▅▄▄▄▅▄▄▆▄▄▃▃▃▂▄▅▅▆▇▄▅▅▄▄▂▄▄▄▄▂▁▁▁▁▁▆▇▆▅▇▄▅▄▄▄▄▆▄▄▇▇▄▄▄▆▅▅▃▄▃▃▃▂▃▁▁▁▁▁▂▆▇▇▄▄▅▅▂▅ ▄▅▅▆▅▃▃▃▂▁▁▁▁▁▆▆▅▃▂▆▅▆▇▄▃▃▃▆▇▆▄▄▅▃▃▃▄▂▁▁▃▆▄▆▄▃▃▃▄▂▄▃▂▄▁▁▁▆▇▆▆▃▁▁▁▁▁▁▆▇█▅▆▃▆▄▄▃▆▄▂▅▃▂▂▃ ▅▃▁▂▂▁▁▁▁▁▁▁▁▁▁▁▁▁▁▃▆▇▅▅▄▃▇▅▇▅▅▆▆▅▅▅▅▃▅▅▄▇▇▃▃▆▅▂▂▃▆▃▄▁▁▁▅▅▄▃▅▂▂▄▁▁▁▁▁▄█▆▄▄▅▆▅▅▅▆▃▃▅▅▃▃ ▅▄▃▃▃▂▂▁▁▁▁▁▁▂▂▂▂▂▂▂▂▂▂▂▁▁▂▁▁▁▁▁▁▁▂██▇▇▅▇█▇▇▃▁▆▇▆▅▆▁▄▅▄▃▇▅▄▆▄▄▄▃▅▂▃▃▂▁▁▁▁▁▁▃█▇▇▆▅▅▂▁▁▁ ▁▁▁▁▁▁▇▅▆▇█▃▁▂▁▁▁▁▁▁▁▁▁▁▄▃▄▇▆▂▁▁▂▄▅▅▃▁▁▁▁▁▁▁▁▁▁▁▂███▆█▇▇▇▇▄▄▂▂▁▁▁▁▁▁▂██▇████▆▅▆▆▇▇▄▆▇▆ ▆▄▁▁▁▆██▂▆▄▄▅▆▅▅▅▅▃▆▅▅▆▇▆▅▃▄▅▃▁▂▁▁▁▁▁█▆▅▆▄▃▃▂▆▆▅▄▃▃▄▄▂▃▁▁▁▁▁▂▃▂▄▆▄▄▄▅▂▁▁▁▁▁▆▇▂▆▃▂▂▂▁▁▁ ▁▁▁▁▁▁▁▆▅▆▆▆▄▆▄▄▅▅▂▄▄▆▅▄▃▂▁▁▁▁▁▄▃▄▄▅▃▅▄▆▇▄▄▄▃▁▃▂▁▁▁▁▁▆▅▅▄▅▆▄▄▆▆▇▄▃▆▅▆▄▃▄▃▄▂▁▁▁▁▆▆▅▂▅▅▃ ▃▄▃▄▄▅▄▄▇▇▄▄▃▃▂▁▁▁▃▅▂▇▅▄▄▇▇▅▂▄▅▆▅▇▂▃▄▂▂▁▁▁▁▁▂█▇██▅▅▄▅▃▆▆▆▃▃▂▃▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▆▆▇█▇▅▄▄▆▆ ▆▃▂▁▁▁▇▇█▄▇▂▃▅▆▃▅▇▆▅▄▇▆▃▂▁▁▁▁▁▆▄▇▇▅▄▄▄▄▃▁▂▁▁▁▁▁▁▁▁▇▇▆▆▅▆▅▆▅▃▃▁▁▁▁▁▁▁▁▁▁█▆▇▆█▆▇▄▄▄▃▃▁▁▃ ▂▁▁▁▁▁▁▁▁▁▁▁▁▂▅█▇▅▇▆▆▃▂▃▃▂▃▂▅▄▂▃▁▄▄▅▄▆▃▄▂▁▁▁▃▄▅▆▅▃▃▅▂▇▆█▄▄▅▆▇▆▇▅▅▅▆▅▄▅▂▂▂▅▁▁▁▃▄▆▄▂▁▁▁▁ ▁▇██▇▇▄▄▂▁▁▁▁▆▅▆▆▅▄▄▇▂▆▂▆▅▁▁▁▁▁▁▁▅▄▄▆▄▄▄▄▃▄▃▄▃▅▅▄▅▄▄▁▁▁▁▁▁▁▁▁▁▁▁▁█▇▅▄▃▃▆▅▅▃▃▃▅▃▁▄▄▂▆▁▁ ▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▃█▅▆▅▄▃▁█▅▄▃▆▅▄▄▅▅▆▅▃▃▄▄▄▄▄▅▅▃▁▁▄▇█▆▇▆▃▅▅▄▄▂▃▅▄▆▅▇▄▃▃▃▂▁▁▁▄▆▃▆▄▁▁▁▂▅▅▆▇ ▂▄▄▅▂▁▁▁▁▁▆▆▆▆▃▆▆▃▄▄▄▂▃▃▅▅▅▄▄▄▄▄▅▅▄▄▃▃▄▁▁▂▆▂▆▄▄▄▃▂▁▃▃▃▅▄▄▃▃▁▁▇██▅▆▆▂▄▂▄▃▄▃▃▃▂▁▁▁▁▁▁▃▇▄ ▆▆▅▇▆▆▃▆▆█▆▆▆▅▆▅▇▃▂▅▄▄▃▄▆▂▁▁▄▇▅█▄▅▇▅▃▃▃▃▂▁▃▄▃▂▂▃▁▁▁▁▁▁▁▃▄▃▄▄▄▁▁▁▁▁▁▁█▅▇▅▆▅▅▅▅▂▅▆▅▅▄▄▃▅ ▅▆▇▅▃▃▄▄▅▄▄▄▄▄▄▁▁▁▁▁▁▁▁▅▂▁▁▁▁▂▇▇▇▆█▅▄▆▄▄▅▄▁▁▁▂▆▆▃▅▄▅▃▄▂▃▁▅▄▄▁▁▁▁▁▁▆▂▃▆▅▅▃▅▅▆▅▅▃▁▁▁▁▁▁▁ ▁▁▅▆▄▄▅▃▇▇▄▂▄▅▄▄▃▃▅▅▅▃▃▄▃▄▁▁▁▁▁▁▁▁▁▁▃▂▁▁▁▁▁▅██▅█▃█▇▆█▄█▆█▇▇██▄▃▄▂▄▇▃▄▄▂▃▅▂▄▁▁▁█▅▄▃▅▄▃▅ ▅▁▁▁▁▁▁▁▁▇▆▆█▅▅▅▅▅▄▅▅▅▅▄▆▃▃▁▁▁▁▁▁▁▁▁▁▁▁▁▁▆█▆▅▂▁▄▇▃▂▂▇▃▆▆▅▇█▅▃▆▇▅▂▅▆▅▅▃▃▂▆▂▄▂▁▁▁▁▁▁▁▇▇▆ ▆▄▅▄▄▆▅▄▅▅▅▂▄▂▆▆▃▃▃▃▃▄▄▄▅▃▁▁▁▁▆▄▃▅▆▅▅▆▆▆▄▄▄▇▆▆▄▃▄▄▃▆▃▄▃▅▃▃▁▅▃▁▁▁▁▁▁▁▁▄▆▆▃▁▇▆▆▆▅▄▆▄▄▄▄▃ ▄▄▄▃▁▁▁▆█▄▆▅▄▆▆▃▃▃▁▅▅▅▄▁▄▅▄▄▄▅▅▃▁▁▁▁▁▁▁▁▁▁▁█▆██▄▅▅▅▅▅▅▄▅▅▄▅▅▅▄▄▅▄▆▄▄▅▃▁▁▁▁▇▇▄█▆▄▅▆▄▆▅▅ ▂▃▁▁▁▁▄▆▅▃▆▄▇▅▄▅▅▄▄▄▂▁▃▇▅▇▃▄▆▆▄▅▃▃▄▄▄▃▃▃▄▅▃▄▁▁▁▁▂▅▇▆▄▃▃▃▅▂▄▄▄▃▃▃▆▅▄▄▃▆▃▃▃▂▁▁▂▅▆▅▅▆▅▄▃▄ ▄▅▄▅▆▄▃▂▂▁▁▁▁▁▁▁▁▁▂█▃▆▇█▅▆▃▆▅▄▅▆▅▁▁▁▁▆▅▆▇▄▅▃█▆▄▄▃▂▄▃▃▆▃▄▄▄▃▅▃▃▄▅▄▄▄▄▅▆▂▁▁▁▆▆▅█▅▆▄▃▄▄▆▆ ▃▄▃▃▄▅▃▄▃▆▅▄▃▅▅▃▃▄▂▁▁▁▁▁▁▁▁▂▆▅▅▆█▇▃▅▄▅▇▄▅▃▃▁▁▁▁▆▇▇▆▅▆▆▄▅▃▆▆▃▁▁▁▁▁▁▁▁▁▁▁▁▁▁▃▄▇██▇▄▅▆▅▅▄ ▆▄▆▂▁▁▂▇▇▃▅▅▆▆▄▃▃▅▄▃▅▆▄▃▄▂▁▁▁▄▄▇▄▂▅▇▃▄▃▄▄▃▃▂▄▂▁▁▁▁▆▆▅▄▂▁▁▁▁▁▁▄▇▆▇▄▂▁▁▃▂▄▃▄▃▃▃▃▄▄▃▂▁▁▁▁ ▂▆▄▆▄▄▅▅▄▃▄▃▃▃▁▁▁▁▁▁▁█▇█▅▁▁▁▁▁▁▁▁▁▁▅▁▁▁█▇▆▆▆▅█▇▃█▅▆▆▆▆▆▄▆▆▅▆▅▄▄▄▃▄▃▁▁▁▁▂█▅▅▂▄▅▅▃▃▂▃▄▆▆ ▃▁▅▃▃▂▅▅▄▄▁▁▁▆▂▆▃▄▃▃▄▄▃▃▅▄▃▄▂▅▇▅▄▄▃▆▃▃▄▃▃▄▃▁▁▁▅▃▄▃▅▅▆▆▆▄▄▄▂▁▁▁▁▁▁▁▁▁▁▁▁▁███▆█▃▇▆██▂▅▆▆ ▄█▆▆▆▆▂▁▁▁▁██▆▂▃█▇▇▆▄▅▄▁▅▃▂▁▁▁▁▁▁▇▃▆▄▄▅▇▆▅▁▃▃▅▃▃▄▄▄▃▁▁▁▂▇▃▄▅▄▅▅▄▄▄▄▃▇▂▄▅▆▆▇▇▇▂▆█▄▃▃▂▁▁ ▁▁▃▅▄▄▃▆▄▄▂▄▃▄▅▄▅▄▄▅▅▅▄▃▁▁▁▁▁█▇▆▇▄▆▅▄▄▄▅▅▄▅▆▅▁▁▆▅▂▆▄▄▆▃▅▇▄▅▇▃▂▁▁▁▁▁█▅▆▆▆▆▄▆▂▄▂▅▃▁▁▁▁▁▁ ▁▁▁▆▅▅▄▄▃▁▁▆██▆▇▄▆▃▅▄▆▃▃▃▃▁▅▅▄▅▅▆▇▃▃▃▃▄▃▄▆▆▆▅▅▃▄▂▁▁▅▇▆▆▅▄▃▃▄▄▂▃▂▂▁▁▁▁▁▁▁▁▅▄▅██▄▄▄▆▇▇▆▅
  33. 33. ▅▃▆▂▄▅▅▃▅▆▃▄▂▄▄▄▆▅▄▃▃▃▅▄▅▃▂▃▁▁▁▁▁▇▇▅▆▅▅▆▅▆▅▄▃▄▄▄▂▁▁▁▁▁▁▆▆▆▄▇█▇▄▄▄▄▆▅▃▃▄▄▄▆▃▄▆▆▅▄▃▂▃▃▂▂ ▂▁▁▁▁▁▁▂█▆▇▄▃▃▂▆▃▃▃▂▅▆▄▄▄▃▃▂▄▂▆▄▃▄▃▁▁▄▄▇█▅▆▅▄▄▄▃▄▃▄▄▃▅▄▃▃▃▅▆▂▆▃▁▁▁▁▁▂▂▁▂▆▇▅█▆▅▃▃▂▂▅▄▄▄ █▆▆▃▁▁▁▅▅▄▄▂▅▅▅▃▃▃▃▆▆▄▄▅▅▅▂▅▃▁▁▁█▇▅▇▅▆▆▇▅▅▄▄▃▁▁▁▁▂█▆██▅▃██▇▂▆▃▃▃▃▄▃▅▃▃▄▃▁▄▅▃▄▃▃▂▄▅▃▃▃▃ ▁▁▁▅▇▆▇▆▃▃▄▄▄▄▄▁▁▁▇▇▅▆▇▅▄▄▅▅▆▃▅▃▄▆▃▅▆▅▄▁▁▁▆▆▅▃▇▄▄▆▃▃▃▂▅▂▇▃▆▄▄▅▃▃▂▄▄▅▂▁▁▄▅▅▄▄▆▂▆▅▄▆▄▄▄▅ ▄▅▅▅▅▆▅▅▃▃▆▆▆▄▅▄▅▄▁▁▁▆▅▅▅▅▅▇▅▆▅▃▅▃▃▃▁▁▁▁▁▁▆▅▄█▇▆▅▅▅▆▆▅▁▁▆▅▆▆▆▄▄▄▃▂▁▁▁▅▄▅▄▅▄▄▆▅▄▄▅▅▄▆▅▃ ▁▁▁▆▃▆▄▅▄▄▄▅▄▄▆▄▄▃▃▃▂▄▅▅▆▇▄▅▅▄▄▂▄▄▄▄▂▁▁▁▁▁▆▇▆▅▇▄▅▄▄▄▄▆▄▄▇▇▄▄▄▆▅▅▃▄▃▃▃▂▃▁▁▁▁▁▂▆▇▇▄▄▅▅▂▅ ▄▅▅▆▅▃▃▃▂▁▁▁▁▁▆▆▅▃▂▆▅▆▇▄▃▃▃▆▇▆▄▄▅▃▃▃▄▂▁▁▃▆▄▆▄▃▃▃▄▂▄▃▂▄▁▁▁▆▇▆▆▃▁▁▁▁▁▁▆▇█▅▆▃▆▄▄▃▆▄▂▅▃▂▂▃ ▅▃▁▂▂▁▁▁▁▁▁▁▁▁▁▁▁▁▁▃▆▇▅▅▄▃▇▅▇▅▅▆▆▅▅▅▅▃▅▅▄▇▇▃▃▆▅▂▂▃▆▃▄▁▁▁▅▅▄▃▅▂▂▄▁▁▁▁▁▄█▆▄▄▅▆▅▅▅▆▃▃▅▅▃▃ ▅▄▃▃▃▂▂▁▁▁▁▁▁▂▂▂▂▂▂▂▂▂▂▂▁▁▂▁▁▁▁▁▁▁▂██▇▇▅▇█▇▇▃▁▆▇▆▅▆▁▄▅▄▃▇▅▄▆▄▄▄▃▅▂▃▃▂▁▁▁▁▁▁▃█▇▇▆▅▅▂▁▁▁ ▁▁▁▁▁▁▇▅▆▇█▃▁▂▁▁▁▁▁▁▁▁▁▁▄▃▄▇▆▂▁▁▂▄▅▅▃▁▁▁▁▁▁▁▁▁▁▁▂███▆█▇▇▇▇▄▄▂▂▁▁▁▁▁▁▂██▇████▆▅▆▆▇▇▄▆▇▆ ▆▄▁▁▁▆██▂▆▄▄▅▆▅▅▅▅▃▆▅▅▆▇▆▅▃▄▅▃▁▂▁▁▁▁▁█▆▅▆▄▃▃▂▆▆▅▄▃▃▄▄▂▃▁▁▁▁▁▂▃▂▄▆▄▄▄▅▂▁▁▁▁▁▆▇▂▆▃▂▂▂▁▁▁ ▁▁▁▁▁▁▁▆▅▆▆▆▄▆▄▄▅▅▂▄▄▆▅▄▃▂▁▁▁▁▁▄▃▄▄▅▃▅▄▆▇▄▄▄▃▁▃▂▁▁▁▁▁▆▅▅▄▅▆▄▄▆▆▇▄▃▆▅▆▄▃▄▃▄▂▁▁▁▁▆▆▅▂▅▅▃ ▃▄▃▄▄▅▄▄▇▇▄▄▃▃▂▁▁▁▃▅▂▇▅▄▄▇▇▅▂▄▅▆▅▇▂▃▄▂▂▁▁▁▁▁▂█▇██▅▅▄▅▃▆▆▆▃▃▂▃▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▆▆▇█▇▅▄▄▆▆ ▆▃▂▁▁▁▇▇█▄▇▂▃▅▆▃▅▇▆▅▄▇▆▃▂▁▁▁▁▁▆▄▇▇▅▄▄▄▄▃▁▂▁▁▁▁▁▁▁▁▇▇▆▆▅▆▅▆▅▃▃▁▁▁▁▁▁▁▁▁▁█▆▇▆█▆▇▄▄▄▃▃▁▁▃ ▂▁▁▁▁▁▁▁▁▁▁▁▁▂▅█▇▅▇▆▆▃▂▃▃▂▃▂▅▄▂▃▁▄▄▅▄▆▃▄▂▁▁▁▃▄▅▆▅▃▃▅▂▇▆█▄▄▅▆▇▆▇▅▅▅▆▅▄▅▂▂▂▅▁▁▁▃▄▆▄▂▁▁▁▁ ▁▇██▇▇▄▄▂▁▁▁▁▆▅▆▆▅▄▄▇▂▆▂▆▅▁▁▁▁▁▁▁▅▄▄▆▄▄▄▄▃▄▃▄▃▅▅▄▅▄▄▁▁▁▁▁▁▁▁▁▁▁▁▁█▇▅▄▃▃▆▅▅▃▃▃▅▃▁▄▄▂▆▁▁ ▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▃█▅▆▅▄▃▁█▅▄▃▆▅▄▄▅▅▆▅▃▃▄▄▄▄▄▅▅▃▁▁▄▇█▆▇▆▃▅▅▄▄▂▃▅▄▆▅▇▄▃▃▃▂▁▁▁▄▆▃▆▄▁▁▁▂▅▅▆▇ ▂▄▄▅▂▁▁▁▁▁▆▆▆▆▃▆▆▃▄▄▄▂▃▃▅▅▅▄▄▄▄▄▅▅▄▄▃▃▄▁▁▂▆▂▆▄▄▄▃▂▁▃▃▃▅▄▄▃▃▁▁▇██▅▆▆▂▄▂▄▃▄▃▃▃▂▁▁▁▁▁▁▃▇▄ ▆▆▅▇▆▆▃▆▆█▆▆▆▅▆▅▇▃▂▅▄▄▃▄▆▂▁▁▄▇▅█▄▅▇▅▃▃▃▃▂▁▃▄▃▂▂▃▁▁▁▁▁▁▁▃▄▃▄▄▄▁▁▁▁▁▁▁█▅▇▅▆▅▅▅▅▂▅▆▅▅▄▄▃▅ ▅▆▇▅▃▃▄▄▅▄▄▄▄▄▄▁▁▁▁▁▁▁▁▅▂▁▁▁▁▂▇▇▇▆█▅▄▆▄▄▅▄▁▁▁▂▆▆▃▅▄▅▃▄▂▃▁▅▄▄▁▁▁▁▁▁▆▂▃▆▅▅▃▅▅▆▅▅▃▁▁▁▁▁▁▁ ▁▁▅▆▄▄▅▃▇▇▄▂▄▅▄▄▃▃▅▅▅▃▃▄▃▄▁▁▁▁▁▁▁▁▁▁▃▂▁▁▁▁▁▅██▅█▃█▇▆█▄█▆█▇▇██▄▃▄▂▄▇▃▄▄▂▃▅▂▄▁▁▁█▅▄▃▅▄▃▅ ▅▁▁▁▁▁▁▁▁▇▆▆█▅▅▅▅▅▄▅▅▅▅▄▆▃▃▁▁▁▁▁▁▁▁▁▁▁▁▁▁▆█▆▅▂▁▄▇▃▂▂▇▃▆▆▅▇█▅▃▆▇▅▂▅▆▅▅▃▃▂▆▂▄▂▁▁▁▁▁▁▁▇▇▆ ▆▄▅▄▄▆▅▄▅▅▅▂▄▂▆▆▃▃▃▃▃▄▄▄▅▃▁▁▁▁▆▄▃▅▆▅▅▆▆▆▄▄▄▇▆▆▄▃▄▄▃▆▃▄▃▅▃▃▁▅▃▁▁▁▁▁▁▁▁▄▆▆▃▁▇▆▆▆▅▄▆▄▄▄▄▃ ▄▄▄▃▁▁▁▆█▄▆▅▄▆▆▃▃▃▁▅▅▅▄▁▄▅▄▄▄▅▅▃▁▁▁▁▁▁▁▁▁▁▁█▆██▄▅▅▅▅▅▅▄▅▅▄▅▅▅▄▄▅▄▆▄▄▅▃▁▁▁▁▇▇▄█▆▄▅▆▄▆▅▅ ▂▃▁▁▁▁▄▆▅▃▆▄▇▅▄▅▅▄▄▄▂▁▃▇▅▇▃▄▆▆▄▅▃▃▄▄▄▃▃▃▄▅▃▄▁▁▁▁▂▅▇▆▄▃▃▃▅▂▄▄▄▃▃▃▆▅▄▄▃▆▃▃▃▂▁▁▂▅▆▅▅▆▅▄▃▄ ▄▅▄▅▆▄▃▂▂▁▁▁▁▁▁▁▁▁▂█▃▆▇█▅▆▃▆▅▄▅▆▅▁▁▁▁▆▅▆▇▄▅▃█▆▄▄▃▂▄▃▃▆▃▄▄▄▃▅▃▃▄▅▄▄▄▄▅▆▂▁▁▁▆▆▅█▅▆▄▃▄▄▆▆ ▃▄▃▃▄▅▃▄▃▆▅▄▃▅▅▃▃▄▂▁▁▁▁▁▁▁▁▂▆▅▅▆█▇▃▅▄▅▇▄▅▃▃▁▁▁▁▆▇▇▆▅▆▆▄▅▃▆▆▃▁▁▁▁▁▁▁▁▁▁▁▁▁▁▃▄▇██▇▄▅▆▅▅▄ ▆▄▆▂▁▁▂▇▇▃▅▅▆▆▄▃▃▅▄▃▅▆▄▃▄▂▁▁▁▄▄▇▄▂▅▇▃▄▃▄▄▃▃▂▄▂▁▁▁▁▆▆▅▄▂▁▁▁▁▁▁▄▇▆▇▄▂▁▁▃▂▄▃▄▃▃▃▃▄▄▃▂▁▁▁▁ ▂▆▄▆▄▄▅▅▄▃▄▃▃▃▁▁▁▁▁▁▁█▇█▅▁▁▁▁▁▁▁▁▁▁▅▁▁▁█▇▆▆▆▅█▇▃█▅▆▆▆▆▆▄▆▆▅▆▅▄▄▄▃▄▃▁▁▁▁▂█▅▅▂▄▅▅▃▃▂▃▄▆▆ ▃▁▅▃▃▂▅▅▄▄▁▁▁▆▂▆▃▄▃▃▄▄▃▃▅▄▃▄▂▅▇▅▄▄▃▆▃▃▄▃▃▄▃▁▁▁▅▃▄▃▅▅▆▆▆▄▄▄▂▁▁▁▁▁▁▁▁▁▁▁▁▁███▆█▃▇▆██▂▅▆▆ ▄█▆▆▆▆▂▁▁▁▁██▆▂▃█▇▇▆▄▅▄▁▅▃▂▁▁▁▁▁▁▇▃▆▄▄▅▇▆▅▁▃▃▅▃▃▄▄▄▃▁▁▁▂▇▃▄▅▄▅▅▄▄▄▄▃▇▂▄▅▆▆▇▇▇▂▆█▄▃▃▂▁▁ ▁▁▃▅▄▄▃▆▄▄▂▄▃▄▅▄▅▄▄▅▅▅▄▃▁▁▁▁▁█▇▆▇▄▆▅▄▄▄▅▅▄▅▆▅▁▁▆▅▂▆▄▄▆▃▅▇▄▅▇▃▂▁▁▁▁▁█▅▆▆▆▆▄▆▂▄▂▅▃▁▁▁▁▁▁ ▁▁▁▆▅▅▄▄▃▁▁▆██▆▇▄▆▃▅▄▆▃▃▃▃▁▅▅▄▅▅▆▇▃▃▃▃▄▃▄▆▆▆▅▅▃▄▂▁▁▅▇▆▆▅▄▃▃▄▄▂▃▂▂▁▁▁▁▁▁▁▁▅▄▅██▄▄▄▆▇▇▆▅ 8 24
  34. 34. ▅▃▆▂▄▅▅▃▅▆▃▄▂▄▄▄▆▅▄▃▃▃▅▄▅▃▂▃▁▁▁▁▁▇▇▅▆▅▅▆▅▆▅▄▃▄▄▄▂▁▁▁▁▁▁▆▆▆▄▇█▇▄▄▄▄▆▅▃▃▄▄▄▆▃▄▆▆▅▄▃▂▃▃▂▂ ▂▁▁▁▁▁▁▂█▆▇▄▃▃▂▆▃▃▃▂▅▆▄▄▄▃▃▂▄▂▆▄▃▄▃▁▁▄▄▇█▅▆▅▄▄▄▃▄▃▄▄▃▅▄▃▃▃▅▆▂▆▃▁▁▁▁▁▂▂▁▂▆▇▅█▆▅▃▃▂▂▅▄▄▄ █▆▆▃▁▁▁▅▅▄▄▂▅▅▅▃▃▃▃▆▆▄▄▅▅▅▂▅▃▁▁▁█▇▅▇▅▆▆▇▅▅▄▄▃▁▁▁▁▂█▆██▅▃██▇▂▆▃▃▃▃▄▃▅▃▃▄▃▁▄▅▃▄▃▃▂▄▅▃▃▃▃ ▁▁▁▅▇▆▇▆▃▃▄▄▄▄▄▁▁▁▇▇▅▆▇▅▄▄▅▅▆▃▅▃▄▆▃▅▆▅▄▁▁▁▆▆▅▃▇▄▄▆▃▃▃▂▅▂▇▃▆▄▄▅▃▃▂▄▄▅▂▁▁▄▅▅▄▄▆▂▆▅▄▆▄▄▄▅ ▄▅▅▅▅▆▅▅▃▃▆▆▆▄▅▄▅▄▁▁▁▆▅▅▅▅▅▇▅▆▅▃▅▃▃▃▁▁▁▁▁▁▆▅▄█▇▆▅▅▅▆▆▅▁▁▆▅▆▆▆▄▄▄▃▂▁▁▁▅▄▅▄▅▄▄▆▅▄▄▅▅▄▆▅▃ ▁▁▁▆▃▆▄▅▄▄▄▅▄▄▆▄▄▃▃▃▂▄▅▅▆▇▄▅▅▄▄▂▄▄▄▄▂▁▁▁▁▁▆▇▆▅▇▄▅▄▄▄▄▆▄▄▇▇▄▄▄▆▅▅▃▄▃▃▃▂▃▁▁▁▁▁▂▆▇▇▄▄▅▅▂▅ ▄▅▅▆▅▃▃▃▂▁▁▁▁▁▆▆▅▃▂▆▅▆▇▄▃▃▃▆▇▆▄▄▅▃▃▃▄▂▁▁▃▆▄▆▄▃▃▃▄▂▄▃▂▄▁▁▁▆▇▆▆▃▁▁▁▁▁▁▆▇█▅▆▃▆▄▄▃▆▄▂▅▃▂▂▃ ▅▃▁▂▂▁▁▁▁▁▁▁▁▁▁▁▁▁▁▃▆▇▅▅▄▃▇▅▇▅▅▆▆▅▅▅▅▃▅▅▄▇▇▃▃▆▅▂▂▃▆▃▄▁▁▁▅▅▄▃▅▂▂▄▁▁▁▁▁▄█▆▄▄▅▆▅▅▅▆▃▃▅▅▃▃ ▅▄▃▃▃▂▂▁▁▁▁▁▁▂▂▂▂▂▂▂▂▂▂▂▁▁▂▁▁▁▁▁▁▁▂██▇▇▅▇█▇▇▃▁▆▇▆▅▆▁▄▅▄▃▇▅▄▆▄▄▄▃▅▂▃▃▂▁▁▁▁▁▁▃█▇▇▆▅▅▂▁▁▁ ▁▁▁▁▁▁▇▅▆▇█▃▁▂▁▁▁▁▁▁▁▁▁▁▄▃▄▇▆▂▁▁▂▄▅▅▃▁▁▁▁▁▁▁▁▁▁▁▂███▆█▇▇▇▇▄▄▂▂▁▁▁▁▁▁▂██▇████▆▅▆▆▇▇▄▆▇▆ ▆▄▁▁▁▆██▂▆▄▄▅▆▅▅▅▅▃▆▅▅▆▇▆▅▃▄▅▃▁▂▁▁▁▁▁█▆▅▆▄▃▃▂▆▆▅▄▃▃▄▄▂▃▁▁▁▁▁▂▃▂▄▆▄▄▄▅▂▁▁▁▁▁▆▇▂▆▃▂▂▂▁▁▁ ▁▁▁▁▁▁▁▆▅▆▆▆▄▆▄▄▅▅▂▄▄▆▅▄▃▂▁▁▁▁▁▄▃▄▄▅▃▅▄▆▇▄▄▄▃▁▃▂▁▁▁▁▁▆▅▅▄▅▆▄▄▆▆▇▄▃▆▅▆▄▃▄▃▄▂▁▁▁▁▆▆▅▂▅▅▃ ▃▄▃▄▄▅▄▄▇▇▄▄▃▃▂▁▁▁▃▅▂▇▅▄▄▇▇▅▂▄▅▆▅▇▂▃▄▂▂▁▁▁▁▁▂█▇██▅▅▄▅▃▆▆▆▃▃▂▃▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▆▆▇█▇▅▄▄▆▆ ▆▃▂▁▁▁▇▇█▄▇▂▃▅▆▃▅▇▆▅▄▇▆▃▂▁▁▁▁▁▆▄▇▇▅▄▄▄▄▃▁▂▁▁▁▁▁▁▁▁▇▇▆▆▅▆▅▆▅▃▃▁▁▁▁▁▁▁▁▁▁█▆▇▆█▆▇▄▄▄▃▃▁▁▃ ▂▁▁▁▁▁▁▁▁▁▁▁▁▂▅█▇▅▇▆▆▃▂▃▃▂▃▂▅▄▂▃▁▄▄▅▄▆▃▄▂▁▁▁▃▄▅▆▅▃▃▅▂▇▆█▄▄▅▆▇▆▇▅▅▅▆▅▄▅▂▂▂▅▁▁▁▃▄▆▄▂▁▁▁▁ ▁▇██▇▇▄▄▂▁▁▁▁▆▅▆▆▅▄▄▇▂▆▂▆▅▁▁▁▁▁▁▁▅▄▄▆▄▄▄▄▃▄▃▄▃▅▅▄▅▄▄▁▁▁▁▁▁▁▁▁▁▁▁▁█▇▅▄▃▃▆▅▅▃▃▃▅▃▁▄▄▂▆▁▁ ▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁▃█▅▆▅▄▃▁█▅▄▃▆▅▄▄▅▅▆▅▃▃▄▄▄▄▄▅▅▃▁▁▄▇█▆▇▆▃▅▅▄▄▂▃▅▄▆▅▇▄▃▃▃▂▁▁▁▄▆▃▆▄▁▁▁▂▅▅▆▇ ▂▄▄▅▂▁▁▁▁▁▆▆▆▆▃▆▆▃▄▄▄▂▃▃▅▅▅▄▄▄▄▄▅▅▄▄▃▃▄▁▁▂▆▂▆▄▄▄▃▂▁▃▃▃▅▄▄▃▃▁▁▇██▅▆▆▂▄▂▄▃▄▃▃▃▂▁▁▁▁▁▁▃▇▄ ▆▆▅▇▆▆▃▆▆█▆▆▆▅▆▅▇▃▂▅▄▄▃▄▆▂▁▁▄▇▅█▄▅▇▅▃▃▃▃▂▁▃▄▃▂▂▃▁▁▁▁▁▁▁▃▄▃▄▄▄▁▁▁▁▁▁▁█▅▇▅▆▅▅▅▅▂▅▆▅▅▄▄▃▅ ▅▆▇▅▃▃▄▄▅▄▄▄▄▄▄▁▁▁▁▁▁▁▁▅▂▁▁▁▁▂▇▇▇▆█▅▄▆▄▄▅▄▁▁▁▂▆▆▃▅▄▅▃▄▂▃▁▅▄▄▁▁▁▁▁▁▆▂▃▆▅▅▃▅▅▆▅▅▃▁▁▁▁▁▁▁ ▁▁▅▆▄▄▅▃▇▇▄▂▄▅▄▄▃▃▅▅▅▃▃▄▃▄▁▁▁▁▁▁▁▁▁▁▃▂▁▁▁▁▁▅██▅█▃█▇▆█▄█▆█▇▇██▄▃▄▂▄▇▃▄▄▂▃▅▂▄▁▁▁█▅▄▃▅▄▃▅ ▅▁▁▁▁▁▁▁▁▇▆▆█▅▅▅▅▅▄▅▅▅▅▄▆▃▃▁▁▁▁▁▁▁▁▁▁▁▁▁▁▆█▆▅▂▁▄▇▃▂▂▇▃▆▆▅▇█▅▃▆▇▅▂▅▆▅▅▃▃▂▆▂▄▂▁▁▁▁▁▁▁▇▇▆ ▆▄▅▄▄▆▅▄▅▅▅▂▄▂▆▆▃▃▃▃▃▄▄▄▅▃▁▁▁▁▆▄▃▅▆▅▅▆▆▆▄▄▄▇▆▆▄▃▄▄▃▆▃▄▃▅▃▃▁▅▃▁▁▁▁▁▁▁▁▄▆▆▃▁▇▆▆▆▅▄▆▄▄▄▄▃ ▄▄▄▃▁▁▁▆█▄▆▅▄▆▆▃▃▃▁▅▅▅▄▁▄▅▄▄▄▅▅▃▁▁▁▁▁▁▁▁▁▁▁█▆██▄▅▅▅▅▅▅▄▅▅▄▅▅▅▄▄▅▄▆▄▄▅▃▁▁▁▁▇▇▄█▆▄▅▆▄▆▅▅ ▂▃▁▁▁▁▄▆▅▃▆▄▇▅▄▅▅▄▄▄▂▁▃▇▅▇▃▄▆▆▄▅▃▃▄▄▄▃▃▃▄▅▃▄▁▁▁▁▂▅▇▆▄▃▃▃▅▂▄▄▄▃▃▃▆▅▄▄▃▆▃▃▃▂▁▁▂▅▆▅▅▆▅▄▃▄ ▄▅▄▅▆▄▃▂▂▁▁▁▁▁▁▁▁▁▂█▃▆▇█▅▆▃▆▅▄▅▆▅▁▁▁▁▆▅▆▇▄▅▃█▆▄▄▃▂▄▃▃▆▃▄▄▄▃▅▃▃▄▅▄▄▄▄▅▆▂▁▁▁▆▆▅█▅▆▄▃▄▄▆▆ ▃▄▃▃▄▅▃▄▃▆▅▄▃▅▅▃▃▄▂▁▁▁▁▁▁▁▁▂▆▅▅▆█▇▃▅▄▅▇▄▅▃▃▁▁▁▁▆▇▇▆▅▆▆▄▅▃▆▆▃▁▁▁▁▁▁▁▁▁▁▁▁▁▁▃▄▇██▇▄▅▆▅▅▄ ▆▄▆▂▁▁▂▇▇▃▅▅▆▆▄▃▃▅▄▃▅▆▄▃▄▂▁▁▁▄▄▇▄▂▅▇▃▄▃▄▄▃▃▂▄▂▁▁▁▁▆▆▅▄▂▁▁▁▁▁▁▄▇▆▇▄▂▁▁▃▂▄▃▄▃▃▃▃▄▄▃▂▁▁▁▁ ▂▆▄▆▄▄▅▅▄▃▄▃▃▃▁▁▁▁▁▁▁█▇█▅▁▁▁▁▁▁▁▁▁▁▅▁▁▁█▇▆▆▆▅█▇▃█▅▆▆▆▆▆▄▆▆▅▆▅▄▄▄▃▄▃▁▁▁▁▂█▅▅▂▄▅▅▃▃▂▃▄▆▆ ▃▁▅▃▃▂▅▅▄▄▁▁▁▆▂▆▃▄▃▃▄▄▃▃▅▄▃▄▂▅▇▅▄▄▃▆▃▃▄▃▃▄▃▁▁▁▅▃▄▃▅▅▆▆▆▄▄▄▂▁▁▁▁▁▁▁▁▁▁▁▁▁███▆█▃▇▆██▂▅▆▆ ▄█▆▆▆▆▂▁▁▁▁██▆▂▃█▇▇▆▄▅▄▁▅▃▂▁▁▁▁▁▁▇▃▆▄▄▅▇▆▅▁▃▃▅▃▃▄▄▄▃▁▁▁▂▇▃▄▅▄▅▅▄▄▄▄▃▇▂▄▅▆▆▇▇▇▂▆█▄▃▃▂▁▁ ▁▁▃▅▄▄▃▆▄▄▂▄▃▄▅▄▅▄▄▅▅▅▄▃▁▁▁▁▁█▇▆▇▄▆▅▄▄▄▅▅▄▅▆▅▁▁▆▅▂▆▄▄▆▃▅▇▄▅▇▃▂▁▁▁▁▁█▅▆▆▆▆▄▆▂▄▂▅▃▁▁▁▁▁▁ ▁▁▁▆▅▅▄▄▃▁▁▆██▆▇▄▆▃▅▄▆▃▃▃▃▁▅▅▄▅▅▆▇▃▃▃▃▄▃▄▆▆▆▅▅▃▄▂▁▁▅▇▆▆▅▄▃▃▄▄▂▃▂▂▁▁▁▁▁▁▁▁▅▄▅██▄▄▄▆▇▇▆▅ ???
  35. 35. https://cloud.google.com/speech/
  36. 36. def transcribe_file(speech_file): from google.cloud import speech from google.cloud.speech import enums from google.cloud.speech import types client = speech.SpeechClient() with io.open(speech_file, 'rb') as audio_file: content = audio_file.read() audio = types.RecognitionAudio(content=content) config = types.RecognitionConfig( encoding=enums.RecognitionConfig.AudioEncoding.LINEAR16, sample_rate_hertz=44100, language_code='ko-KR') response = client.recognize(config, audio) for result in response.results: for alternative in result.alternatives: print(u'Transcript: {}'.format(alternative.transcript))
  37. 37. $ python transcribe.py 2016-part1.wav Transcript: Transcript: 3
  38. 38. 3 “ “
  39. 39. $ python waveform.py applause.wav ▂▁▅▄▄████▇▆▆█▇▇▇▇▆▇▇▇█▇▇▇▅▅▇▆▅▄▂▂▂▁▁▁▁▁ $ python transcribe.py applause.wav $
  40. 40. $ python transcribe.py 2014-part1.wav $ $ python waveform.py 2014-part1.wav ▁▃▆▆▅▅▄▆▂▁▁▁▁▁▁███▆█▆█▇█▇▅▆▄▄▃▃▁▁▁▁▇█▄▃▆▇▅▇▆▅▄▄▄▃▁▁▁▆▆ ▆▅▆▄▄▃▃▄▁▁▁▅▆▆▅▅▄▆▅▅▄▂▂▁▆▇█▅▆▄▆▄▄▄▃▃▁▁▃▆▅▅▃▇▆▆▅▅▇▆▅▃▁▄ ▆▇▆▅▄▆▅▆▅▄▅▁▁▆██▅▅▅▇▆▅▆▆▄▅▄▁▅▅▄▅▆▅▄▄▅▃▃▅▄▁▄▆▄▆▆▆▆▅▅▂▁▃ ▆▅▆▅▅▂▂▁▁▁▁
  41. 41.
  42. 42. https://goo.gl/pgEVyq
  43. 43. 25 4
  44. 44. 10 25
  45. 45. 2.5 / 0.16 /
  46. 46. 16
  47. 47. .
  48. 48. .
  49. 49. .
  50. 50. Code of Conduct
  51. 51. ,
  52. 52. 파이썬 3 얘기 지겹다 데이터 분석 ㄴㄴ 요즘 웹 프레임워크 누가 팜? 작년에 했던거 또 하네
  53. 53. , .
  54. 54.
  55. 55. ?
  56. 56. ?
  57. 57. ?
  58. 58. .
  59. 59. .
  60. 60. .
  61. 61. .
  62. 62. The Basic
  63. 63. Let’s Back to the Basic
  64. 64. Computer
  65. 65. Compute
  66. 66. https://en.wikipedia.org/wiki/Charles_Babbage
  67. 67. ?
  68. 68. Image courtesy of Apple Inc.
  69. 69. Image courtesy of Verge
  70. 70. https://blog.naver.com/infinity71/100173053822
  71. 71. Image courtesy of Apple Inc.
  72. 72. 계산하는 사람 Computer
  73. 73. 1868-1921 https://en.wikipedia.org/wiki/Henrietta_Swan_Leavitt
  74. 74. Human Computer
  75. 75. Calculator
  76. 76. Calculist
  77. 77. http://speller.cs.pusan.ac.kr/
  78. 78. ? http://speller.cs.pusan.ac.kr/
  79. 79. https://www.wordnik.com/
  80. 80. Kernel Programmer
  81. 81. Network Engineer
  82. 82. Data Analyst
  83. 83. Data Analyzer
  84. 84. .
  85. 85. Subversion Git
  86. 86. RESTFul GraphQL
  87. 87. jQuery 2016 react
  88. 88. Python Rust
  89. 89. ?
  90. 90. ?
  91. 91. Programming isn’t a “passion” or a “talent” but a collection of acquired skills.
  92. 92. Programming isn’t a “passion” or a “talent” but a collection of acquired skills. Jacob Kaplan-Moss, PyCon 2015 https://www.youtube.com/watch?v=hIJdFxYlEKE
  93. 93. ?
  94. 94. . https://opensource.googleblog.com/2014/03/teaching-next-generation-to-code-young.html
  95. 95. “ What happens when you type google.com into your browser and press enter? ”
  96. 96. • The "g" key is pressed • The "enter" key bottoms out • Interrupt fires [NOT for USB keyboards] • (On Windows) A WM_KEYDOWN message is sent to the app • (On OS X) A KeyDown NSEvent is sent to the app • (On GNU/Linux) the Xorg server listens for keycodes • Parse URL • Is it a URL or a search term? • Convert non-ASCII Unicode characters in hostname • Check HSTS list • DNS lookup • ARP process • Opening of a socket • … https://github.com/alex/what-happens-when
  97. 97. Image courtesy of MOTORTREND http://www.motortrend.com/cars/bmw/m5/2013/2013-bmw-m5-test/
  98. 98. Image courtesy of Reuters http://www.cbsnews.com/news/teslas-autopilot-lets-cars-drive-change-lanes-themselves/
  99. 99. Image courtesy of OTTO
  100. 100. ?
  101. 101. Batteries Included https://docs.python.org/3/tutorial/ stdlib.html#batteries-included
  102. 102. .
  103. 103. ( )
  104. 104. Python 3.6.1 (v3.6.1:69c0db5050, Mar 21 2017, 01:21:04) [GCC 4.2.1 (Apple Inc. build 5666) (dot 3)] on darwin Type "help", "copyright", "credits" or "license" for more information. >>>
  105. 105. / lqez

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