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What is the most efficient way to create a dictionary of two pandas Dataframe columns?

...Speed comparion (using Wouter's method) In [6]: df = pd.DataFrame(randint(0,10,10000).reshape(5000,2),columns=list('AB')) In [7]: %timeit dict(zip(df.A,df.B)) 1000 loops, best of 3: 1.27 ms per loop In [8]: %timeit pd.Series(df.A.values,index=df.B).to_dict() 1000 loops, best of 3: 987 us per loop...
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How to round the minute of a datetime object

...his will get the 'floor' of a datetime object stored in tm rounded to the 10 minute mark before tm. tm = tm - datetime.timedelta(minutes=tm.minute % 10, seconds=tm.second, microseconds=tm.microsecond) If you want classic rounding to the ne...
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How to set enum to null

...e for enums that cannot be null by having the FIRST value in the enum (aka 0) be the default value. For example in a case of color None. public Color myColor = Color.None; share | improve this ans...
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How to tell if JRE or JDK is installed

... 160 You can open up terminal and simply type java -version // this will check your jre version jav...
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Is it possible to specify your own distance function using scikit-learn K-Means Clustering?

... 80 Here's a small kmeans that uses any of the 20-odd distances in scipy.spatial.distance, or a user...
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How to properly assert that an exception gets raised in pytest?

...est_passes(): with pytest.raises(Exception) as e_info: x = 1 / 0 def test_passes_without_info(): with pytest.raises(Exception): x = 1 / 0 def test_fails(): with pytest.raises(Exception) as e_info: x = 1 / 1 def test_fails_without_info(): with pytest.raises(...
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ValueError: numpy.dtype has the wrong size, try recompiling

...ABI backward compatibility. This happened (unintentionally) with numpy 1.4.0. As a consequence, users that updated numpy to 1.4.0, had binary incompatibilities with all other compiled packages, that were compiled against a previous version of numpy. This requires that all packages with binary extens...
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Calling shell functions with xargs

...orting the function should do it (untested): export -f echo_var seq -f "n%04g" 1 100 | xargs -n 1 -P 10 -I {} bash -c 'echo_var "$@"' _ {} You can use the builtin printf instead of the external seq: printf "n%04g\n" {1..100} | xargs -n 1 -P 10 -I {} bash -c 'echo_var "$@"' _ {} Also, using ret...
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Measuring text width to be drawn on Canvas ( Android )

... answered Jul 15 '10 at 16:02 Marc BernsteinMarc Bernstein 10.9k55 gold badges3030 silver badges3131 bronze badges ...
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Bash, no-arguments warning, and case decisions

... if [[ $# -eq 0 ]] ; then echo 'some message' exit 0 fi case "$1" in 1) echo 'you gave 1' ;; *) echo 'you gave something else' ;; esac The Advanced Bash-Scripting Guide is pretty good. In spite of its name, it does treat...