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Remove rows with duplicate indices (Pandas DataFrame and TimeSeries)

...-1] df = df.iloc[ np.unique( df.index.values, return_index = True )[1] ] Tests: 10k loops using OP's data numpy method - 3.03 seconds df.loc[~df.index.duplicated(keep='first')] - 4.43 seconds df.groupby(df.index).first() - 21 seconds reset_index() method - 29 seconds ...
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Setting transparent images background in IrfanView

... Based on my tests, this actually seems to be the easiest and most effective solution to saved icons missing transparency. Just make sure you click "options" like @Annalisa says, and not "Advanced" – Eric Hepperle - ...
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New lines inside paragraph in README.md

...o empty lines are a new paragraph (same as here in stackoverflow) You can test it with http://prose.io share | improve this answer | follow | ...
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Using sed, how do you print the first 'N' characters of a line?

... N+1 characters up to the end of line: $ sed 's/.//5g' <<< "defn-test" defn share | improve this answer | follow | ...
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How do I redirect output to a variable in shell? [duplicate]

...te process forks. That another reason that I had to add parenthesis. echo "test" | (read ROLE_X; echo $ROLE_X ) Read more about this forking at stackoverflow.com/a/13764018/117471 – Bruno Bronosky Apr 7 '15 at 21:10 ...
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What are the differences between ipython and bpython?

...oad of a module after you have changed your code. This is very useful for testing and debugging. Run functions in the background in a separate task with %bg. A whole parallel programming environment (not really a feature you expect from an interactive Python shell, but IPython offers it). This li...
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How to do an update + join in PostgreSQL?

...ulatedvalue from t where id = t.rowid This approach lets you develop and test your select query and in two steps convert it to the update query. So in your case the result query will be: with t as ( select v.id as rowid, s.price_per_vehicle as calculatedvalue from vehicles_vehicle v ...
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How to change spinner text size and text color?

... work with android.support.v7.widget.AppCompatSpinner here is the simplest tested solution using styles: <android.support.v7.widget.AppCompatSpinner android:id="@+id/spefcialFx" style="@style/Widget.AppCompat.Spinner.Underlined" androi...
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Using GSON to parse a JSON array

...rays.asList(..) is faster than creating a list using TypeRefence. I didn't test it with gson library but it may be worth to benchmark it. – Pshemo Oct 1 '18 at 20:59 add a com...
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What is the difference between vmalloc and kmalloc?

...ory at boot. *) This was true of earlier kernels. On recent kernels (I tested this on 2.6.33.2), max size of a single kmalloc is up to 4 MB! (I wrote a fairly detailed post on this.) — kaiwan For a system call you don't need to pass GFP_ATOMIC to kmalloc(), you can use GFP_KERNEL. You're not...