perf – Sam & Max http://sametmax.com Du code, du cul Wed, 23 Dec 2020 13:35:02 +0000 en-US hourly 1 https://wordpress.org/?v=4.9.7 32490438 Le don du mois : nuitka http://sametmax.com/le-don-du-mois-nuitka/ http://sametmax.com/le-don-du-mois-nuitka/#comments Mon, 01 Feb 2016 16:37:56 +0000 http://sametmax.com/?p=18034 dernièrement, le packaging et les performances sont deux points qui méritent d'être améliorés en Python. Nuikta est un projet qui vise à tacler ces deux problèmes d'un coup en compilant le code Python pour obtenir un exécutable autonome sous forme de code machine.]]> Comme je vous l’ai dit dernièrement, le packaging et les performances sont deux points qui méritent d’être améliorés en Python.

Nuitka est un projet qui vise à tacler ces deux problèmes d’un coup en compilant le code Python pour obtenir un exécutable autonome sous forme de code machine.

Plus besoin de s’inquiéter d’avoir la bonne version de Python installée. Plus besoin de se soucier d’avoir Python, ou une lib quelconque installée. Et en prime, le compilateur implémente le plus d’optimisations qu’il peut.

Nuitka est un projet en cours et son équipe est petite. Les progrès sont sérieux, mais lents. Histoire d’encourager tout ça, je fais un don de 50€ à l’auteur.

Pour donner à votre tour, c’est par ici.

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http://sametmax.com/le-don-du-mois-nuitka/feed/ 16 18034
On avait un de nos sites qui ramait, quand soudain… http://sametmax.com/on-avait-un-de-nos-sites-qui-ramait-quand-soudain/ http://sametmax.com/on-avait-un-de-nos-sites-qui-ramait-quand-soudain/#comments Sat, 18 Jul 2015 09:49:30 +0000 http://sametmax.com/?p=16632 - Allez, Max, fais moi un copier/coller ! - Non. - Alleeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeez. C'est drôle ! - Putain tu fais chier. ]]>

– Allez, Max, fais moi un copier/coller !
– Non.
– Alleeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeeez. C’est drôle !
– Putain tu fais chier.

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558810, 558817, 558820, 558823, 558835, 558837, 558841, 558848, 558869, 558871, 558875, 558876, 558887, 558890, 558892, 558895, 558902, 558927, 558949, 558951, 558959, 558964, 558970, 558985, 559016, 559020, 559026, 559027, 559028, 559029, 559054, 559062, 559077, 559082, 559084, 559111, 559118, 559122, 559166, 559192, 559200, 559206, 559215, 559221, 559236, 559237, 559256, 559267, 559270, 559275, 559282, 559285, 559303, 559312, 559316, 559319, 559322, 559329, 559336, 559344, 559380, 559381, 559415, 559423, 559441, 559447, 559468, 559474, 559475, 559484, 559487, 559488, 559490, 559502, 559504, 559505, 559507, 559517, 559527, 559529, 559542, 559548, 559549, 559561, 559582, 559589, 559590, 559599, 559609, 559626, 559640, 559675, 559683, 559690, 559695, 559696, 559699, 559703, 559705, 559710, 559712, 559719, 559720, 559747, 559751, 559760, 559761, 559768, 559772, 559791, 559796, 559800, 559803, 559810, 559812, 559850, 559863, 559875, 559877, 559879, 559889, 559906, 559907, 559908, 559944, 559958, 559969, 559970, 559983, 559987, 560014, 560017, 560032, 560035, 560037, 560050, 560061, 560083, 560084, 560103, 560117, 560121, 560134, 560142, 560144, 560150, 560151, 560157, 560171, 560191, 560199, 560210, 560214, 560216, 560217, 560222, 560236, 560244, 560247, 560250, 560256, 560265, 560274, 560276, 560278, 560285, 560291, 560292, 560299, 560301, 560309, 560328, 560341, 560351, 560361, 560366, 560378, 560386, 560403, 560409, 560412, 560435, 560447, 560450, 560451, 560456, 560466, 560491, 560496, 560503, 560505, 560520, 560536, 560538, 560554, 560564, 560567, 560569, 560607, 560619, 560632, 560665, 560670, 560682, 560698, 560701, 560705, 560709, 560710, 560717, 560722, 560733, 560740, 560743, 560754, 560756, 560762, 560763, 560765, 560773, 560776, 560785, 560788, 560794, 560822, 560832, 560836, 560838, 560846, 560870, 560875, 560879, 560880, 560882, 560884, 560891, 560892, 560897, 560901, 560907, 560909, 560911, 560913, 560923, 560930, 560937, 560942, 560944, 560962, 560978, 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563278, 563279, 563311, 563312, 563318, 563322, 563335, 563346, 563352, 563371, 563375, 563391, 563400, 563412, 563418, 563427, 563435, 563438, 563441, 563477, 563478, 563491, 563494, 563498, 563509, 563543, 563551, 563575, 563583, 563593, 563594, 563600, 563610, 563611, 563612, 563640, 563652, 563665, 563674, 563679, 563680, 563699, 563702, 563764, 563784, 563797, 563824, 563830, 563837, 563844, 563851, 563853, 563868, 563870, 563873, 563879, 563882, 563891, 563902, 563910, 563912, 563921, 563946, 563963, 563988, 563993, 564054, 564061, 564064, 564065, 564073, 564077, 564084, 564103, 564105, 564107, 564121, 564156, 564160, 564165, 564166, 564168, 564188, 564199, 564200, 564204, 564212, 564246, 564283, 564285, 564289, 564323, 564335, 564351, 564371, 564373, 564417, 564433, 564454, 564455, 564487, 564531, 564553, 564580, 564593, 564603, 564607, 564643, 564656, 564690, 564692, 564700, 564743, 564749, 564774, 564847, 564852, 564861, 564867, 564884, 564886, 564888, 564890, 564892, 564902, 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565887, 565891, 565910, 565914, 565920, 565922, 565933, 565936, 565938, 565940, 565948, 565951, 565954, 565959, 565963, 565978, 565979, 565987, 565989, 565992, 566001, 566013, 566029, 566030, 566048, 566052, 566053, 566054, 566058, 566060, 566064, 566066, 566068, 566072, 566078, 566086, 566092, 566095, 566105, 566106, 566113, 566114, 566116, 566120, 566126, 566127, 566134, 566137, 566141, 566145, 566151, 566159, 566166, 566187, 566190, 566191, 566194, 566195, 566199, 566205, 566211, 566216, 566221, 566230, 566232, 566233, 566235, 566237, 566239, 566240, 566257, 566261, 566262, 566269, 566274, 566278, 566282, 566293, 566294, 566297, 566304, 566305, 566319, 566323, 566330, 566332, 566333, 566346, 566350, 566355, 566364, 566368, 566374, 566380, 566386, 566401, 566418, 566426, 566432, 566433, 566437, 566457, 566461, 566463, 566487, 566489, 566497, 566517, 566524, 566525, 566539, 566547, 566550, 566554, 566562, 566582, 566603, 566616, 566623, 566624, 566632, 566637, 566644, 566652, 566655, 566670, 566675, 566696, 566697, 566707, 566720, 566721, 566724, 566740, 566749, 566754, 566758, 566764, 566766, 566781, 566794, 566796, 566804, 566808, 566820, 566828, 566835, 566855, 566858, 566863, 566885, 566892, 566899, 566903, 566915, 566921, 566923, 566932, 566934, 566940, 566943, 566944, 566946, 566953, 566971, 566974))) AND "video"."x" < 180 AND "video"."y" < 160 AND "video"."duration" > 300 AND "video"."x" > 90 AND "video"."y" > 80 ) ORDER BY "video"."id" DESC
 

Toujours faire gaffe au SQL que genère son ORM :)

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Accélérer les listings de l’admin Django avec beaucoup de ForeignKeys http://sametmax.com/accelerer-les-listings-de-ladmin-django-avec-beaucoup-de-foreignkeys/ http://sametmax.com/accelerer-les-listings-de-ladmin-django-avec-beaucoup-de-foreignkeys/#comments Sun, 28 Sep 2014 07:32:29 +0000 http://sametmax.com/?p=12251 Je pensais que ces astuces étaient très connues, mais quand j’en ai eu besoin, j’ai galéré pour mettre la main dessus. Du coup blogage, blogation, blogitude.

L’admin Django permet de faire automatiquement un listing des objets voulus afin de les modifier. Si un modèle a une ForeignKey et qu’on définit le champ en list_editable, Django va pondre un drop down pour choisir parmi les relations possibles.

Or, le framework fait une requête pour chaque objet de la liste. Si vous avez deux ForeignKeys sur votre modèle et 20 objets (valeur par défaut) dans la liste, ça vous fait donc 40 queries, juste pour afficher ces deux drop down. Doh.

On peut néanmoins forcer Django à cacher le résultat de la première requête, réduisant ainsi le compte à 1, avec cette étrange astuce d’une mère au foyer (consultants hate her !) :

class VotreClasseAdmin(admin.ModelAdmin)

    # Cette méthode est appelée pour créer le champ de formulaire de pour
    # chaque objet
    def formfield_for_dbfield(self, db_field, **kwargs):

        request = kwargs['request']
        formfield = super(ProductPageAdmin, self).formfield_for_dbfield(db_field, **kwargs)

        # Si le champ est editable dans la liste
        if db_field.name in self.list_editable and hasattr(formfield, 'choices'):

            # On tente de récupérer la query en cache
            cache_attr_name = '_%s_cache' % db_field.name
            choices_cache = getattr(request, cache_attr_name)
            if choices_cache is not None:
                formfield.choices = choices_cache

            # Pas de cache, on force Django à faire la query en accédant
            # au descripteur .choices et on met le resultat
            # en cache
            else:
                setattr(request, cache_attr_name, formfield.choices)

        # On retourne le champ de notre formulaire avec sa valeur mise
        # en cache
        return formfield

Malheureusement, il peut arriver qu’il y ait tellement d’objets que c’est votre navigateur qui panique. En effet, si vous avez un modèle Promotion avec un lien vers un modèle Produit et que vous avez 5000 produits en base, vous allez créer 20 <select> avec 5000 <options> dedans. 100000 balises dans une page, ça peut faire mal.

Dans ce cas, il vaut mieux désactiver la possibilité de faire un drop down, et mettre un champ text à la place dans lequel on entre un ID en utilisant :

class VotreClasseAdmin(admin.ModelAdmin)

     raw_id_fields = ('nom_de_votre_champ',)

    

Django n’est pas chien, et vous mettra un petit bouton en forme de loupe pour chercher l’ID dont vous avez besoin.

Si vous avez beaucoup de ForeignKey non éditables (readonly_fields), vous pouvez aussi vous fendre d’un select_related :

class VotreClasseAdmin(admin.ModelAdmin)

    def queryset(self, request):
        # On filtre le queryset que Django va utiliser pour populer la liste
        return super(MyAdmin, self).queryset(request).select_related('myfield')
    

Ça ne marche que sur les non éditables, car pour eux Django ne créé pas de champ de formulaire.

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Est-ce que “framework x” supporte la charge ? http://sametmax.com/est-ce-que-framework-x-supporte-la-charge/ http://sametmax.com/est-ce-que-framework-x-supporte-la-charge/#comments Tue, 24 Dec 2013 21:08:05 +0000 http://sametmax.com/?p=7754 Oui.

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Ceci n’est pas un benchmark… http://sametmax.com/ceci-nest-pas-un-benchmark/ http://sametmax.com/ceci-nest-pas-un-benchmark/#comments Thu, 11 Jul 2013 06:08:02 +0000 http://sametmax.com/?p=6620 … mais quand même. Il va falloir sérieusement étudier le passage de nos sites à pypy.

$ pypy --version
Python 2.7.2 (1.8+dfsg-2, Feb 19 2012, 19:18:08)
[PyPy 1.8.0 with GCC 4.6.2]

$ date; pypy -c "for x in xrange(1000000000): pass"; date
mardi 9 juillet 2013, 12:30:58 (UTC+0200)
mardi 9 juillet 2013, 12:31:09 (UTC+0200)

$ python --version
Python 2.7.3

$ date; python -c "for x in xrange(1000000000): pass"; date
mardi 9 juillet 2013, 12:31:16 (UTC+0200)
mardi 9 juillet 2013, 12:32:49 (UTC+0200)
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Mesurer les performances d’un snippet Python http://sametmax.com/mesurer-les-performances-dun-snippet-python/ http://sametmax.com/mesurer-les-performances-dun-snippet-python/#comments Sat, 08 Jun 2013 20:20:52 +0000 http://sametmax.com/?p=6369 batbelt, et paf, quelques jours plus tard on a notre première contribution.]]> Ca fait longtemps que j’avais pas musique.

L’open source c’est fantastique. Github c’est merveilleux. On parle de batbelt, et paf, quelques jours plus tard on a notre première contribution.

Ce qui est sympa avec cette lib, c’est que ce sont des fonctions simples et courtes, axées sur des tâches très précises. Le code est donc généralement intéressant à lire, mais pas trop compliqué, et on tombe souvent sur des cas d’école.

C’est le cas de cette modification de la fonction dmerge(). Originalement, dmerge permet de créer un dictionnaire à partir de la fusion de de 2 autres dicos, et ça marchait comme ça:

def dmerge(d1, d2):
    d = {}
    d.update(d1)
    d.update(d2)
    return d

Facile à comprendre, rapide, simple, et le comportement par défaut est intuitif : si une clé est en double, la clé du deuxième dico écrase la première.

Comme le précisait Etienne, ce comportement est néanmoins un parmi de nombreux possibles. On pourrait aussi vouloir:

  • Lever une exception en cas de doublon.
  • Concaténer ou additionner les doublons.
  • Mettre les doublons dans une liste.
  • Garder la valeur originale en cas de doublon.
  • Prendre la valeur la plus grande / petite en cas de doublon.
  • Etc.

Pour cela, notre contributeur a proposé qu’on puisse passer en paramètre une fonction qui choisit quelle valeur garder en cas de doublon. Le code devient donc :

def dmerge(d1, d2, merge_func=lambda v1, v2: v2):
    d = {}
    d.update([(k, v) for k, v in d1.iteritems() if k not in d2])
    d.update([(k, v) for k, v in d2.iteritems() if k not in d1])
    d.update([(k, merge_func(v, d2[k])) for k, v in d1.iteritems() if k in d2])
    return d

Avoir une valeur par défaut nous permet de garder le comportement initial. Pour cela on utilise une lambda. C’est ce qu’on appelle l’injection de dépendance.

Comme j’ai bien faire mumuse avec Python, je me suis demandé : “quelle est la stratégie de merge la plus rapide ?”. J’ai donc fait plusieurs tests de merge, avec plusieurs algos. Voici ce que ça donne:

 from itertools import chain
  
  
 def dmerge1(d1, d2, merge_func=None):
     """
         Mon premier essai, en virant la lambda et en utilisant itertools.
     """
     d = {}
  
     if merge_func is None:
  
         d.update(d1)
         d.update(d2)
         return d
  
     for k, v in chain(d1.iteritems(), d2.iteritems()):
         if k in d1 and k in d2:
             d[k] = merge_func(d1[k], d2[k])
         else:
             d[k] = v
  
     return d
  
  
  
 def dmerge2(d1, d2, merge_func=lambda v1, v2: v2):
     """
         Le code du PR original
     """
     d = {}
     d.update([(k, v) for k, v in d1.iteritems() if k not in d2])
     d.update([(k, v) for k, v in d2.iteritems() if k not in d1])
     d.update([(k, merge_func(v, d2[k])) for k, v in d1.iteritems() if k in d2])
     return d
  
  
 def dmerge3(d1, d2, merge_func=None):
     """
        Un mélange du code original et de mon premier essai.
     """
     d = {}
  
     d.update(d1)
  
     if merge_func is None:
         d.update(d2)
         return d
  
     for k, v in d2.iteritems():
         if k in d:
             d[k] = merge_func(d[k], v)
         else:
             d[k] = v
  
     return d
  
  
  
 def dmerge4(d1, d2, merge_func=None):
     """
         Le code original, en virant la lambda
     """
     d = {}
  
     if merge_func is None:
         d.update(d1)
         d.update(d2)
         return d
  
     d.update([(k, v) for k, v in d1.iteritems() if k not in d2])
     d.update([(k, v) for k, v in d2.iteritems() if k not in d1])
     d.update([(k, merge_func(v, d2[k])) for k, v in d1.iteritems() if k in d2])
     return d
  
  
 if __name__ == "__main__":
  
     import random
     import timeit
  
     print('Generate test dicts')
  
     # pour que le test soit juste, il faut créer plusieurs types de dicos:
     # des longs, et des courts avec plein de collisions ou moins
     d1 = {random.randint(0, 100): 'd1' for x in xrange(10000)}
     d2 = {random.randint(0, 100): 'd2' for x in xrange(10000)}
     d3 = {random.randint(0, 10000000): 'd1' for x in xrange(1000000)}
     d4 = {random.randint(0, 10000000): 'd2' for x in xrange(1000000)}
  
     merge_to_list = lambda a, b: [a, b]
  
     # ensuite il faut s'assurer que toutes ces fonctions retournent bien
     # la même chose

     print("Testing returns value all match")
  
     assert (dmerge1(d1, d2) == dmerge2(d1, d2)
             == dmerge3(d1, d2) == dmerge4(d1, d2))
     assert (dmerge1(d1, d2, merge_to_list) == dmerge2(d1, d2, merge_to_list)
            == dmerge3(d1, d2, merge_to_list) == dmerge4(d1, d2, merge_to_list))
  
     assert (dmerge1(d3, d4) == dmerge2(d3, d4)
             == dmerge3(d3, d4) == dmerge4(d3, d4))
     assert (dmerge1(d3, d4, merge_to_list) == dmerge2(d3, d4, merge_to_list)
             == dmerge3(d3, d4, merge_to_list) == dmerge4(d3, d4, merge_to_list))
  
     assert (dmerge1(d1, d4) == dmerge2(d1, d4)
             == dmerge3(d1, d4) == dmerge4(d1, d4))
     assert (dmerge1(d1, d4, merge_to_list) == dmerge2(d1, d4, merge_to_list)
             == dmerge3(d1, d4, merge_to_list) == dmerge4(d1, d4, merge_to_list))
  
  
     # enfin on lance l'évaluation du temps d'éxécution avec timeit()

     print("Start timing")
  

     # ce code est exécuté une fois par appel de timeit
     # notez l'astuce 'from __main__ import x' qui importe du code
     # du fichier en cours, ce qui sert rarement
     setup = '''from __main__ import (dmerge1, dmerge2, dmerge3, dmerge4,
                                      d1, d2, d3, d4, merge_to_list)'''
  
  

     # ensuite on fait des appels à timeit : 
     # - le premier paramètre est le code à mesurer: il faut qu'il 
     #   soit le plus simple et court possible
     # - le second et le code d'initialisation avant le test (hors mesure)
     # - le 3e est le nombre de fois que le code va être appelé. 


     # on va tester chaque fonction pour chaque type de dico, une fois
     # avec l'approche par défaut, et une fois avec une fonction de merge
     # personnalisée
     print "Lots of collisions"
  
     print "Default merge strategy"
     print "1", timeit.timeit("dmerge1(d1, d2)", setup=setup, number=1000000)
     print "2", timeit.timeit("dmerge2(d1, d2)", setup=setup, number=1000000)
     print "3", timeit.timeit("dmerge3(d1, d2)", setup=setup, number=1000000)
     print "4", timeit.timeit("dmerge4(d1, d2)", setup=setup, number=1000000)
  
     print "Custom merge strategy"
     print "1", timeit.timeit("dmerge1(d1, d2, merge_to_list)",
                               setup=setup, number=100000)
     print "2", timeit.timeit("dmerge2(d1, d2, merge_to_list)",
                               setup=setup, number=100000)
     print "3", timeit.timeit("dmerge3(d1, d2, merge_to_list)",
                               setup=setup, number=100000)
     print "4", timeit.timeit("dmerge4(d1, d2, merge_to_list)",
                               setup=setup, number=100000)
  

    # le nombre de répétitions est bien plus faible ici car sinon le test
    # est très très long

     print "Long dictionaries"
  
     print "Default merge strategy"
     print "1", timeit.timeit("dmerge1(d3, d4)", setup=setup, number=100)
     print "2", timeit.timeit("dmerge2(d3, d4)", setup=setup, number=100)
     print "3", timeit.timeit("dmerge3(d3, d4)", setup=setup, number=100)
     print "4", timeit.timeit("dmerge4(d3, d4)", setup=setup, number=100)
  
     print "Custom merge strategy"
     print "1", timeit.timeit("dmerge1(d3, d4, merge_to_list)",
                               setup=setup, number=100)
     print "2", timeit.timeit("dmerge2(d3, d4, merge_to_list)",
                               setup=setup, number=100)
     print "3", timeit.timeit("dmerge3(d3, d4, merge_to_list)",
                               setup=setup, number=100)
     print "4", timeit.timeit("dmerge4(d3, d4, merge_to_list)",
                               setup=setup, number=100)
  
     print "Mixed dictionaries"
  
     print "Default merge strategy"
     print "1", timeit.timeit("dmerge1(d1, d4)", setup=setup, number=100)
     print "2", timeit.timeit("dmerge2(d1, d4)", setup=setup, number=100)
     print "3", timeit.timeit("dmerge3(d1, d4)", setup=setup, number=100)
     print "4", timeit.timeit("dmerge4(d1, d4)", setup=setup, number=100)
  
     print "Custom merge strategy"
     print "1", timeit.timeit("dmerge1(d1, d4, merge_to_list)",
                              setup=setup, number=100)
     print "2", timeit.timeit("dmerge2(d1, d4, merge_to_list)",
                              setup=setup, number=100)
     print "3", timeit.timeit("dmerge3(d1, d4, merge_to_list)",
                              setup=setup, number=100)
     print "4", timeit.timeit("dmerge4(d1, d4, merge_to_list)",
                              setup=setup, number=100)
  

# Et voici le résultat que ça nous ressort. On voit clairement 
# que la 3eme fonction donne les meilleurs perfs, du coup
# c'est celle qu'on a choisit
  
 ## Generate test dicts
 ## Testing returns value all match
 ## Start timing
 ## Lots of collisions
 ## Default merge strategy
 ## 1 19.9299340248
 ## 2 148.185166121
 ## 3 21.2276539803
 ## 4 21.2074358463
 ## Custom merge strategy
 ## 1 30.646312952
 ## 2 18.522135973
 ## 3 14.0125968456
 ## 4 18.5139119625
 ## Long dictionaries
 ## Default merge strategy
 ## 1 84.4819910526
 ## 2 383.444111109
 ## 3 80.7273669243
 ## 4 86.0287930965
 ## Custom merge strategy
 ## 1 294.41114521
 ## 2 377.38009119
 ## 3 154.505481005
 ## 4 256.771039963
 ## Mixed dictionaries
 ## Default merge strategy
 ## 1 19.9574320316
 ## 2 87.1410660744
 ## 3 19.3570361137
 ## 4 19.524998188
 ## Custom merge strategy
 ## 1 60.6157000065
 ## 2 86.3876900673
 ## 3 59.0331327915
 ## 4 87.0504939556
 ## [Finished in 2494.7s]
 

Le test complet a pris en tout 2494.7s, soit 41 minutes, pour tourner sur ma machine, et je l’ai lancé plusieurs fois avec différentes modifs au fil de la journée. Il faut vraiment est un geek pour aimer faire ce genre de connerie. Parce que soyons honnête, tout le monde s’en branle des perfs de cette fonction :-)

Il faut savoir aussi qu’après coup j’ai réalisé que son code utilisait des listes en intention, et non des expressions génératrices, ce qui fait qu’il faut attendre que toute la liste soit générée avec que update() fasse son travail.

Il y avait donc des cas supplémentaires à tester et j’avais mergé son code dans batbelt. Arf, l’optimisation n’a jamais de fin ^^

Bref, j’ai relancé un test avec avec des listes en intentions (et même avec des expressions ternaires ce qui donne des trucs capilotractés):

def dmerge1(d1, d2, merge_func=None):
    """
        Une version de l'ancien dmerge3 qui utilise une expression génératrice.
    """
    d = {}

    d.update(d1)

    if merge_func is None:
        d.update(d2)
        return d

    d.update((k, (v if k not in d else merge_func(d[k], v))) for k, v in d2.iteritems())

    return d



def dmerge2(d1, d2, merge_func=lambda v1, v2: v2):
    """
        La version du proposée par notre gentil contributeur, mais
        avec des expressions génératrices à la place des listes en 
        intention.
    """
    d = {}
    d.update((k, v) for k, v in d1.iteritems() if k not in d2)
    d.update((k, v) for k, v in d2.iteritems() if k not in d1)
    d.update((k, merge_func(v, d2[k])) for k, v in d1.iteritems() if k in d2)
    return d



def dmerge3(d1, d2, merge_func=None):
    """
      La version la plus rapide du test précédent.
    """
    d = {}

    d.update(d1)

    if merge_func is None:
        d.update(d2)
        return d

    for k, v in d2.iteritems():
        if k in d:
            d[k] = merge_func(d[k], v)
        else:
            d[k] = v

    return d


def dmerge4(d1, d2, merge_func=None):
    """
        La version proposée par notre contributeur, optimisée comme un connard.
    """
    d = {}

    if merge_func is None:
        d.update(d1)
        d.update(d2)
        return d

    d.update((k, v) for k, v in d1.iteritems() if k not in d2)
    d.update((k, v) for k, v in d2.iteritems() if k not in d1)
    d.update((k, merge_func(v, d2[k])) for k, v in d1.iteritems() if k in d2)
    return d


## Generate test dicts
## Testing returns value all match
## Start timing
## Lots of collisions
## Default merge strategy
## 1 12.2690660954
## 2 97.121183157
## 3 12.1084120274
## 4 12.6807589531
## Custom merge strategy
## 1 8.73903894424
## 2 12.0493769646
## 3 8.00074601173
## 4 11.4764301777
## Long dictionaries
## Default merge strategy
## 1 54.5233860016
## 2 218.695598841
## 3 70.213809967
## 4 61.8348701
## Custom merge strategy
## 1 103.258821964
## 2 217.720175982
## 3 96.5204670429
## 4 214.480421066
## Mixed dictionaries
## Default merge strategy
## 1 19.169850111
## 2 66.9599928856
## 3 19.4371211529
## 4 19.5183057785
## Custom merge strategy
## 1 64.7940750122
## 2 66.9712991714
## 3 58.5918440819
## 4 67.5281140804
## [Finished in 1619.3s]

La bonne nouvelle pour moi, c’est que l’algo 3 est toujours le plus rapide, j’ai pas à re pusher.

Mais il est intéressant de constater que globalement les 4 tests mettent 1619.3s à s’exécuter. Globalement utiliser des expressions génératrices boost bien les perfs.


Télécharger le code de l’article.

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