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Efficient way to apply multiple filters to pandas DataFrame or Series

...turn op(x[col],n) In [15]: def f(x, *b): return x[(np.logical_and(*b))] In [16]: b1 = b(df, 'col1', ge, 1) In [17]: b2 = b(df, 'col1', le, 1) In [18]: f(df, b1, b2) Out[18]: col1 col2 1 1 11 Update: pandas 0.13 has a query method for these kind of use cases, assuming c...
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Case insensitive 'in'

...ive. Minimally, for example...: class CaseInsensitively(object): def __init__(self, s): self.__s = s.lower() def __hash__(self): return hash(self.__s) def __eq__(self, other): # ensure proper comparison between instances of this class try: oth...
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How assignment works with Python list slice?

... Is a[:] = some_list equivalent to a = some_list[:] or a = some_list? – jadkik94 May 17 '12 at 10:42 2 ...
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C#: Printing all properties of an object [duplicate]

... @Best_Where_Gives - So you could extend the code to handle this, at engineforce has done. Sometimes you've got to write a bit of code yourself..! – Sean Feb 7 '18 at 9:14 ...
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Convert Base64 string to an image file? [duplicate]

... data in the function before decoding the string, like so. function base64_to_jpeg($base64_string, $output_file) { // open the output file for writing $ifp = fopen( $output_file, 'wb' ); // split the string on commas // $data[ 0 ] == "data:image/png;base64" // $data[ 1 ] == &l...
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How to shuffle a std::vector?

...#include <algorithm> #include <random> auto rng = std::default_random_engine {}; std::shuffle(std::begin(cards_), std::end(cards_), rng); Live example on Coliru Make sure to reuse the same instance of rng throughout multiple calls to std::shuffle if you intend to generate different p...
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Circular (or cyclic) imports in Python

...be partly empty. Finally, the executing script runs in a module named __main__, importing the script under its own name will create a new module unrelated to __main__. Take that lot together and you shouldn't get any surprises when importing modules. ...
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How can I use threading in Python?

....dummy import Pool as ThreadPool pool = ThreadPool(4) results = pool.map(my_function, my_array) Which is the multithreaded version of: results = [] for item in my_array: results.append(my_function(item)) Description Map is a cool little function, and the key to easily injecting parallelism i...
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SqlAlchemy - Filtering by Relationship Attribute

...tient.query.join(Patient.mother, aliased=True)\ .filter_by(phenoscore=10) share | improve this answer | follow | ...
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Multiple Models in a single django ModelForm?

... But how? Usually a FormView only has a single form_class assigned to it. – erikbwork Oct 7 '16 at 17:42 ...