a b o u t - t i m e = = 4 . 2 . 1 
 
 a c e _ t o o l s = = 0 . 0 
 
 a d b c - d r i v e r - m a n a g e r = = 1 . 3 . 0 
 
 a d b c - d r i v e r - s q l i t e = = 1 . 3 . 0 
 
 a f f i n e = = 2 . 4 . 0 
 
 a i o h a p p y e y e b a l l s = = 2 . 4 . 3 
 
 a i o h t t p = = 3 . 1 0 . 8 
 
 a i o h t t p - r e t r y = = 2 . 8 . 3 
 
 a i o s i g n a l = = 1 . 3 . 1 
 
 a l a b a s t e r = = 1 . 0 . 0 
 
 a l i v e - p r o g r e s s = = 3 . 1 . 5 
 
 a n n o t a t e d - t y p e s = = 0 . 7 . 0 
 
 a n y i o = = 4 . 4 . 0 
 
 a p s i m N G p y   @   g i t + h t t p s : / / g i t h u b . c o m / M A G A L A - R I C H A R D / a p s i m N G p y . g i t @ 2 3 a b f 3 9 c 1 9 e 9 7 2 1 a 2 b 8 3 a 1 0 2 5 0 3 e 6 c b 7 7 b 8 c d 1 b 3 
 
 a r g o n 2 - c f f i = = 2 3 . 1 . 0 
 
 a r g o n 2 - c f f i - b i n d i n g s = = 2 1 . 2 . 0 
 
 a r r o w = = 1 . 3 . 0 
 
 a s t t o k e n s = = 2 . 4 . 1 
 
 a s y n c - l r u = = 2 . 0 . 4 
 
 a t t r s = = 2 3 . 2 . 0 
 
 a u t o g r a d = = 1 . 6 . 2 
 
 B a b e l = = 2 . 1 5 . 0 
 
 b e a u t i f u l s o u p 4 = = 4 . 1 2 . 3 
 
 b l e a c h = = 6 . 1 . 0 
 
 b l i n k e r = = 1 . 8 . 2 
 
 b o k e h = = 3 . 6 . 2 
 
 b u i l d = = 1 . 2 . 2 . p o s t 1 
 
 c a c h e t o o l s = = 5 . 5 . 0 
 
 c e r t i f i = = 2 0 2 4 . 6 . 2 
 
 c f f i = = 1 . 1 7 . 1 
 
 c f g v = = 3 . 5 . 0 
 
 c h a r d e t = = 5 . 2 . 0 
 
 c h a r s e t - n o r m a l i z e r = = 3 . 3 . 2 
 
 c l i c k = = 8 . 1 . 7 
 
 c l i c k - p l u g i n s = = 1 . 1 . 1 
 
 c l i g j = = 0 . 7 . 2 
 
 c l o u d p i c k l e = = 3 . 0 . 0 
 
 c l r = = 1 . 0 . 3 
 
 c l r _ l o a d e r = = 0 . 2 . 7 . p o s t 0 
 
 c m a = = 3 . 2 . 2 
 
 c o l o r a m a = = 0 . 4 . 6 
 
 c o l o r c e t = = 3 . 1 . 0 
 
 c o m m = = 0 . 2 . 2 
 
 c o m m o n m a r k = = 0 . 9 . 1 
 
 c o m t y p e s = = 1 . 4 . 1 1 
 
 c o n n e c t o r x = = 0 . 4 . 0 
 
 c o n t o u r p y = = 1 . 2 . 1 
 
 c r y p t o g r a p h y = = 4 4 . 0 . 0 
 
 c y c l e r = = 0 . 1 2 . 1 
 
 C y t h o n = = 3 . 0 . 1 0 
 
 d a s k = = 2 0 2 5 . 1 . 0 
 
 D a t a P r o p e r t y = = 1 . 1 . 0 
 
 d e b u g p y = = 1 . 8 . 2 
 
 d e c o r a t o r = = 5 . 1 . 1 
 
 d e e p d i f f = = 8 . 6 . 1 
 
 d e f u s e d x m l = = 0 . 7 . 1 
 
 d e l t a l a k e = = 0 . 2 2 . 2 
 
 D e p r e c a t e d = = 1 . 2 . 1 4 
 
 d i l l = = 0 . 4 . 0 
 
 d i s t l i b = = 0 . 4 . 0 
 
 d n s p y t h o n = = 2 . 8 . 0 
 
 d o c u t i l s = = 0 . 2 1 . 2 
 
 d o c x = = 0 . 2 . 4 
 
 d o m i n a t e = = 2 . 9 . 1 
 
 d o t e n v = = 0 . 9 . 9 
 
 e t - x m l f i l e = = 1 . 1 . 0 
 
 e x e c u t i n g = = 2 . 0 . 1 
 
 f a c t o r _ a n a l y s e r = = 1 . 1 . 1 
 
 f a c t o r _ a n a l y z e r = = 0 . 5 . 1 
 
 f a s t a p i = = 0 . 1 1 5 . 8 
 
 f a s t e x c e l = = 0 . 1 2 . 0 
 
 f a s t j s o n s c h e m a = = 2 . 2 0 . 0 
 
 f i l e l o c k = = 3 . 1 6 . 1 
 
 F l a s k = = 3 . 0 . 3 
 
 f m o d p y = = 1 . 7 . 4 
 
 f o n t t o o l s = = 4 . 5 3 . 0 
 
 f p d f = = 1 . 7 . 2 
 
 f q d n = = 1 . 5 . 1 
 
 f r o z e n l i s t = = 1 . 4 . 1 
 
 f s s p e c = = 2 0 2 4 . 1 0 . 0 
 
 f u t u r e = = 1 . 0 . 0 
 
 g e o g r a p h i c l i b = = 2 . 0 
 
 g e o p a n d a s = = 1 . 1 . 2 
 
 g e o p y = = 2 . 4 . 1 
 
 g e v e n t = = 2 4 . 1 1 . 1 
 
 g r a p h e m e = = 0 . 6 . 0 
 
 g r a p h v i z = = 0 . 2 0 . 3 
 
 g r e a t - t a b l e s = = 0 . 1 4 . 0 
 
 g r e e n l e t = = 3 . 1 . 1 
 
 h 1 1 = = 0 . 1 4 . 0 
 
 h o l o v i e w s = = 1 . 2 0 . 0 
 
 h t m l t o o l s = = 0 . 6 . 0 
 
 h t t p c o r e = = 1 . 0 . 5 
 
 h t t p x = = 0 . 2 7 . 0 
 
 h v p l o t = = 0 . 1 1 . 1 
 
 h y p e r o p t = = 0 . 2 . 7 
 
 i d = = 1 . 5 . 0 
 
 i d e n t i f y = = 2 . 6 . 1 5 
 
 i d n a = = 3 . 7 
 
 i m a g e s i z e = = 1 . 4 . 1 
 
 i m b a l a n c e d - l e a r n = = 0 . 1 2 . 4 
 
 i m b l e a r n = = 0 . 0 
 
 i m p o r t l i b _ m e t a d a t a = = 8 . 0 . 0 
 
 i m p o r t l i b _ r e s o u r c e s = = 6 . 4 . 5 
 
 i n i c o n f i g = = 2 . 1 . 0 
 
 i p y k e r n e l = = 6 . 2 9 . 5 
 
 i p y t h o n = = 8 . 2 6 . 0 
 
 i p y w i d g e t s = = 8 . 1 . 3 
 
 i s o d u r a t i o n = = 2 0 . 1 1 . 0 
 
 i t s d a n g e r o u s = = 2 . 2 . 0 
 
 j a r a c o . c l a s s e s = = 3 . 4 . 0 
 
 j a r a c o . c o n t e x t = = 5 . 3 . 0 
 
 j a r a c o . f u n c t o o l s = = 4 . 0 . 1 
 
 j e d i = = 0 . 1 9 . 1 
 
 J i n j a 2 = = 3 . 1 . 4 
 
 j o b l i b = = 1 . 4 . 2 
 
 j q = = 1 . 1 0 . 0 
 
 j s o n 5 = = 0 . 9 . 2 5 
 
 j s o n p o i n t e r = = 3 . 0 . 0 
 
 j s o n s c h e m a = = 4 . 2 2 . 0 
 
 j s o n s c h e m a - s p e c i f i c a t i o n s = = 2 0 2 3 . 1 2 . 1 
 
 j u p y t e r = = 1 . 0 . 0 
 
 j u p y t e r - c o n s o l e = = 6 . 6 . 3 
 
 j u p y t e r - e v e n t s = = 0 . 1 0 . 0 
 
 j u p y t e r - l s p = = 2 . 2 . 5 
 
 j u p y t e r _ c l i e n t = = 8 . 6 . 2 
 
 j u p y t e r _ c o r e = = 5 . 7 . 2 
 
 j u p y t e r _ s e r v e r = = 2 . 1 4 . 1 
 
 j u p y t e r _ s e r v e r _ t e r m i n a l s = = 0 . 5 . 3 
 
 j u p y t e r l a b = = 4 . 2 . 3 
 
 j u p y t e r l a b _ p y g m e n t s = = 0 . 3 . 0 
 
 j u p y t e r l a b _ s e r v e r = = 2 . 2 7 . 2 
 
 j u p y t e r l a b _ w i d g e t s = = 3 . 0 . 1 1 
 
 k e y r i n g = = 2 5 . 2 . 1 
 
 k i w i s o l v e r = = 1 . 4 . 5 
 
 k m o d e s = = 0 . 1 2 . 2 
 
 l i n e _ p r o f i l e r = = 5 . 0 . 0 
 
 l i n k i f y - i t - p y = = 2 . 0 . 3 
 
 l l v m l i t e = = 0 . 4 3 . 0 
 
 l o c k e t = = 1 . 0 . 0 
 
 l o g u r u = = 0 . 7 . 3 
 
 l x m l = = 5 . 3 . 0 
 
 m 2 r 2 = = 0 . 3 . 3 . p o s t 2 
 
 M a r k d o w n = = 3 . 7 
 
 m a r k d o w n - i t - p y = = 3 . 0 . 0 
 
 M a r k u p S a f e = = 2 . 1 . 5 
 
 m a t p l o t l i b = = 3 . 9 . 0 
 
 m a t p l o t l i b - i n l i n e = = 0 . 1 . 7 
 
 m a t p l o t l i b - s c a l e b a r = = 0 . 8 . 1 
 
 m b s t r d e c o d e r = = 1 . 1 . 4 
 
 m d i t - p y - p l u g i n s = = 0 . 4 . 2 
 
 m d u r l = = 0 . 1 . 2 
 
 m i s t u n e = = 3 . 0 . 2 
 
 m m h 3 = = 5 . 0 . 1 
 
 m o r e - i t e r t o o l s = = 1 0 . 3 . 0 
 
 m p l d 3 = = 0 . 5 . 1 0 
 
 m p m a t h = = 1 . 3 . 0 
 
 m s g p a c k = = 1 . 1 . 0 
 
 m u l t i d i c t = = 6 . 1 . 0 
 
 m u l t i p r o c e s s = = 0 . 7 0 . 1 8 
 
 n b c l i e n t = = 0 . 1 0 . 0 
 
 n b c o n v e r t = = 7 . 1 6 . 4 
 
 n b f o r m a t = = 5 . 1 0 . 4 
 
 n e s t - a s y n c i o = = 1 . 6 . 0 
 
 n e t w o r k x = = 3 . 3 
 
 n h 3 = = 0 . 2 . 1 8 
 
 n l t k = = 3 . 9 . 1 
 
 n o d e e n v = = 1 . 1 0 . 0 
 
 n o t e b o o k = = 7 . 2 . 1 
 
 n o t e b o o k _ s h i m = = 0 . 2 . 4 
 
 n u m b a = = 0 . 6 0 . 0 
 
 n u m d i f f t o o l s = = 0 . 9 . 4 1 
 
 n u m p y = = 2 . 4 . 0 
 
 o n n x = = 1 . 1 7 . 0 
 
 o n n x c o n v e r t e r - c o m m o n = = 1 . 1 4 . 0 
 
 o p e n c v - p y t h o n = = 4 . 1 0 . 0 . 8 4 
 
 o p e n p y x l = = 3 . 1 . 5 
 
 o r d e r l y - s e t = = 5 . 5 . 0 
 
 o v e r r i d e s = = 7 . 7 . 0 
 
 p a c k a g i n g = = 2 4 . 1 
 
 p a n d a s = = 2 . 3 . 3 
 
 p a n d o c = = 2 . 4 
 
 p a n d o c f i l t e r s = = 1 . 5 . 1 
 
 p a n e l = = 1 . 5 . 4 
 
 p a r a m = = 2 . 1 . 1 
 
 p a r s o = = 0 . 8 . 4 
 
 p a r t d = = 1 . 4 . 2 
 
 p a t h l i b = = 1 . 0 . 1 
 
 p a t h v a l i d a t e = = 3 . 3 . 1 
 
 p a t s y = = 0 . 5 . 6 
 
 p i l l o w = = 1 0 . 3 . 0 
 
 p k g i n f o = = 1 . 1 0 . 0 
 
 p l a t f o r m d i r s = = 4 . 2 . 2 
 
 p l a y w r i g h t = = 1 . 5 3 . 0 
 
 p l o t l y = = 5 . 2 2 . 0 
 
 p l u g g y = = 1 . 6 . 0 
 
 p l u m b u m = = 1 . 9 . 0 
 
 p l y = = 3 . 1 1 
 
 p o l a r = = 0 . 0 . 1 2 7 
 
 p o l a r s = = 1 . 2 . 1 
 
 p r e _ c o m m i t = = 4 . 5 . 1 
 
 p r e t t y - e r r o r s = = 1 . 2 . 2 5 
 
 p r e t t y t a b l e = = 3 . 1 6 . 0 
 
 p r o g r e s s b a r = = 2 . 5 
 
 p r o m e t h e u s _ c l i e n t = = 0 . 2 0 . 0 
 
 p r o m p t _ t o o l k i t = = 3 . 0 . 4 7 
 
 p r o t o b u f = = 5 . 2 9 . 0 
 
 p s u t i l = = 6 . 0 . 0 
 
 p u r e - e v a l = = 0 . 2 . 2 
 
 p y 4 j = = 0 . 1 0 . 9 . 7 
 
 p y a r r o w = = 1 8 . 1 . 0 
 
 p y c p a r s e r = = 2 . 2 2 
 
 p y d a n t i c = = 2 . 1 0 . 3 
 
 p y d a n t i c _ c o r e = = 2 . 2 7 . 1 
 
 p y e e = = 1 3 . 0 . 0 
 
 P y g m e n t s = = 2 . 1 8 . 0 
 
 p y i c e b e r g = = 0 . 8 . 0 
 
 P y J W T = = 2 . 9 . 0 
 
 p y m o d e = = 1 . 3 . 0 
 
 p y m o n g o = = 4 . 1 5 . 1 
 
 p y m o o = = 0 . 6 . 1 
 
 p y m o o d e = = 0 . 3 . 0 
 
 P y m p l e r = = 1 . 1 
 
 p y o g r i o = = 0 . 9 . 0 
 
 p y p a r s i n g = = 3 . 1 . 2 
 
 p y p i s t a t s = = 1 . 1 0 . 0 
 
 p y p r o j = = 3 . 6 . 1 
 
 p y p r o j e c t _ h o o k s = = 1 . 2 . 0 
 
 P y Q t 5 = = 5 . 1 5 . 1 1 
 
 P y Q t 5 - Q t 5 = = 5 . 1 5 . 2 
 
 P y Q t 5 _ s i p = = 1 2 . 1 7 . 0 
 
 P y Q t 6 - Q t 6 = = 6 . 8 . 2 
 
 P y Q t 6 _ s i p = = 1 3 . 1 0 . 0 
 
 p y t a b l e w r i t e r = = 1 . 2 . 1 
 
 p y t e s t = = 8 . 4 . 1 
 
 p y t h o n - d a t e u t i l = = 2 . 8 . 2 
 
 p y t h o n - d o c x = = 1 . 1 . 2 
 
 p y t h o n - d o t e n v = = 1 . 1 . 1 
 
 p y t h o n - j s o n - l o g g e r = = 2 . 0 . 7 
 
 p y t h o n - m u l t i p a r t = = 0 . 0 . 2 0 
 
 p y t h o n - p p t x = = 1 . 0 . 2 
 
 p y t h o n - s l u g i f y = = 8 . 0 . 4 
 
 p y t h o n n e t = = 3 . 0 . 5 
 
 p y t u b e = = 1 5 . 0 . 0 
 
 p y t z = = 2 0 2 4 . 1 
 
 p y u a c = = 0 . 0 . 3 
 
 p y v i z _ c o m m s = = 3 . 0 . 3 
 
 p y w i n 3 2 = = 3 0 6 
 
 p y w i n 3 2 - c t y p e s = = 0 . 2 . 2 
 
 p y w i n a u t o = = 0 . 6 . 9 
 
 p y w i n p t y = = 2 . 0 . 1 3 
 
 P y Y A M L = = 6 . 0 . 1 
 
 p y z m q = = 2 5 . 1 . 2 
 
 q t c o n s o l e = = 5 . 5 . 2 
 
 Q t P y = = 2 . 4 . 1 
 
 q u i c k _ p a r a l l e l   @   g i t + h t t p s : / / g i t h u b . c o m / M A G A L A - R I C H A R D / q u i c k _ p a r a l l e l . g i t @ b 4 0 e 6 7 2 4 8 b a 9 f d 8 6 2 c f d 8 b b e 4 c 4 2 2 2 5 f 3 3 8 8 2 a 0 c 
 
 r a s t e r = = 0 . 0 . 0 
 
 r a s t e r i o = = 1 . 3 . 9 
 
 r a y = = 2 . 3 9 . 0 
 
 r e a d m e - r e n d e r e r = = 4 2 . 0 
 
 r e d i s = = 5 . 2 . 1 
 
 r e f e r e n c i n g = = 0 . 3 3 . 0 
 
 r e g e x = = 2 0 2 4 . 1 1 . 6 
 
 r e q u e s t s = = 2 . 3 1 . 0 
 
 r e q u e s t s - t o o l b e l t = = 1 . 0 . 0 
 
 r e s t r u c t u r e d t e x t _ l i n t = = 1 . 4 . 0 
 
 r f c 3 3 3 9 - v a l i d a t o r = = 0 . 1 . 4 
 
 r f c 3 9 8 6 = = 2 . 0 . 0 
 
 r f c 3 9 8 6 - v a l i d a t o r = = 0 . 1 . 1 
 
 r i c h = = 1 3 . 7 . 0 
 
 r p d s - p y = = 0 . 1 8 . 0 
 
 r q = = 2 . 1 . 0 
 
 r u f f = = 0 . 1 1 . 1 3 
 
 S A L i b = = 1 . 5 . 2 
 
 s c h e d u l e = = 1 . 2 . 2 
 
 s c i k i t - l e a r n = = 1 . 8 . 0 
 
 s c i p y = = 1 . 1 6 . 3 
 
 s e a b o r n = = 0 . 1 3 . 2 
 
 s e m o p y = = 2 . 3 . 1 1 
 
 S e n d 2 T r a s h = = 1 . 8 . 2 
 
 s e t u p t o o l s = = 7 5 . 5 . 0 
 
 s h a p e l y = = 2 . 1 . 2 
 
 s h e l l i n g h a m = = 1 . 5 . 4 
 
 s i x = = 1 . 1 6 . 0 
 
 s k l 2 o n n x = = 1 . 1 8 . 0 
 
 s n i f f i o = = 1 . 3 . 1 
 
 s n o w b a l l s t e m m e r = = 2 . 2 . 0 
 
 s n u g g s = = 1 . 4 . 7 
 
 s o r t e d c o n t a i n e r s = = 2 . 4 . 0 
 
 s o u p s i e v e = = 2 . 5 
 
 S p h i n x = = 8 . 1 . 3 
 
 s p h i n x - a u t o b u i l d = = 2 0 2 4 . 1 0 . 3 
 
 s p h i n x - a u t o d o c - t y p e h i n t s = = 2 . 5 . 0 
 
 s p h i n x - c o p y b u t t o n = = 0 . 5 . 2 
 
 s p h i n x - r t d - t h e m e = = 3 . 0 . 2 
 
 s p h i n x c o n t r i b - a p p l e h e l p = = 2 . 0 . 0 
 
 s p h i n x c o n t r i b - d e v h e l p = = 2 . 0 . 0 
 
 s p h i n x c o n t r i b - h t m l h e l p = = 2 . 1 . 0 
 
 s p h i n x c o n t r i b - j q u e r y = = 4 . 1 
 
 s p h i n x c o n t r i b - j s m a t h = = 1 . 0 . 1 
 
 s p h i n x c o n t r i b - q t h e l p = = 2 . 0 . 0 
 
 s p h i n x c o n t r i b - s e r i a l i z i n g h t m l = = 2 . 0 . 0 
 
 s p i d e r p l o t = = 0 . 1 . 2 
 
 S Q L A l c h e m y = = 2 . 0 . 2 7 
 
 s t a c k - d a t a = = 0 . 6 . 3 
 
 s t a r l e t t e = = 0 . 4 5 . 3 
 
 s t a t s m o d e l s = = 0 . 1 4 . 2 
 
 s t r i c t y a m l = = 1 . 7 . 3 
 
 s u m m a r y t o o l s = = 0 . 3 . 0 
 
 s y m p y = = 1 . 1 2 . 1 
 
 t a b l e d a t a = = 1 . 3 . 4 
 
 t a b u l a t e = = 0 . 9 . 0 
 
 t c o l o r p y = = 0 . 1 . 7 
 
 t e e = = 0 . 0 . 3 
 
 t e n a c i t y = = 8 . 2 . 3 
 
 t e r m c o l o r = = 3 . 1 . 0 
 
 t e r m i n a d o = = 0 . 1 8 . 0 
 
 t e x t - u n i d e c o d e = = 1 . 3 
 
 t h r e a d p o o l c t l = = 3 . 3 . 0 
 
 t i n y c s s 2 = = 1 . 2 . 1 
 
 t o o l z = = 1 . 0 . 0 
 
 t o r n a d o = = 6 . 4 
 
 t q d m = = 4 . 6 7 . 1 
 
 t r a i t l e t s = = 5 . 1 4 . 1 
 
 t w i l i o = = 9 . 3 . 2 
 
 t w i n e = = 6 . 0 . 0 
 
 t y p e p y = = 1 . 3 . 4 
 
 t y p e r = = 0 . 1 5 . 2 
 
 t y p e s - p y t h o n - d a t e u t i l = = 2 . 8 . 1 9 . 2 0 2 4 0 3 1 1 
 
 t y p i n g _ e x t e n s i o n s = = 4 . 1 2 . 2 
 
 t z d a t a = = 2 0 2 4 . 1 
 
 u c - m i c r o - p y = = 1 . 0 . 3 
 
 u r i - t e m p l a t e = = 1 . 3 . 0 
 
 u r l l i b 3 = = 2 . 2 . 0 
 
 u v = = 0 . 5 . 5 
 
 u v i c o r n = = 0 . 3 4 . 0 
 
 v i r t u a l e n v = = 2 0 . 3 5 . 4 
 
 w a t c h d o g = = 6 . 0 . 0 
 
 w a t c h f i l e s = = 1 . 0 . 4 
 
 w c w i d t h = = 0 . 2 . 1 3 
 
 w e b c o l o r s = = 1 . 1 3 
 
 w e b e n c o d i n g s = = 0 . 5 . 1 
 
 w e b s o c k e t - c l i e n t = = 1 . 7 . 0 
 
 w e b s o c k e t s = = 1 5 . 0 . 1 
 
 W e r k z e u g = = 3 . 0 . 4 
 
 w h a t s a p p - a p i - c l i e n t - p y t h o n = = 0 . 0 . 4 4 
 
 w h e e l = = 0 . 4 5 . 0 
 
 w i d g e t s n b e x t e n s i o n = = 4 . 0 . 1 1 
 
 w i n 3 2 _ s e t c t i m e = = 1 . 2 . 0 
 
 w r a p d i s c = = 2 . 5 . 0 
 
 w r a p t = = 1 . 1 6 . 0 
 
 x a r r a y = = 2 0 2 4 . 2 . 0 
 
 x l s x 2 c s v = = 0 . 8 . 4 
 
 X l s x W r i t e r = = 3 . 2 . 0 
 
 x l w i n g s = = 0 . 3 1 . 1 0 
 
 x m l t o d i c t = = 0 . 1 3 . 0 
 
 x y z s e r v i c e s = = 2 0 2 4 . 4 . 0 
 
 y a r l = = 1 . 1 3 . 1 
 
 z i p p = = 3 . 1 7 . 0 
 
 z o p e . e v e n t = = 5 . 0 
 
 z o p e . i n t e r f a c e = = 7 . 2 
 
 