1 d- E; w! z2 q; o e8 kRED = 0 / I5 ^, e# x8 K2 N& T0 T: MBLACK = 1 ) e4 P4 z: |/ \1 e) P ?/ f- p( x8 S8 ^& I
class Vector(object):8 d# m% @& j3 N/ [' S+ V
def __init__(self,x=None,y=None): , G$ r8 f- U& p3 S8 Z( E self.x=x- l' x0 H/ \# `9 @1 [# o
self.y=y 8 p' ?* S( Q/ Y2 D ! ]% l& m- O* Y$ j Aclass Node(object):* e8 o+ z+ o: u+ n
"""docstring for Node"""! F. O& E$ x. D' H: @: U, ^1 z5 v6 E
def __init__(self,data=None,color=RED,left=None,right=None,parent=None):. g w# Z) M' G5 n% K# F
self.data = data8 z. O0 g6 ?9 E- M1 Q$ H
self.color = color 3 V6 {* M' u- \9 D5 b self.left = left 2 y: `8 z3 _8 q! Z" K* f- z self.right = right + c) _/ t; ~ z' d7 x- I9 g self.parent = parent# B! k& P* h# i, P8 l
3 p I ^1 E6 _% B" |8 yclass RBtree(object):6 y4 ^- n; [/ H: Y3 q6 W6 R& S
def __init__(self): $ {8 Z$ Z! D! c* P7 g0 P- b, I E self.root=None " l# f* A& s. s" P+ s% L/ ^9 z self.size=0 / \; M2 a$ V, Z* j. r- V$ e 8 j9 ]8 F, U4 u- S1 v9 C def rb_rotate_left(self,node): 5 u" x1 O& a4 E0 F, W, F, q right=node.right ! E5 A( P a, u8 B1 P $ w `! b# T# w% c node.right=right.left C$ N: w" r2 e! J7 p
if node.right is not None: - M& T/ u7 R5 a" Z/ v9 u! d0 C right.left.parent=node$ H: F# A+ i) i# N; h& n0 F
. a: F/ ]2 k) d3 [
right.left=node6 H. y6 w+ n4 A) `; L
right.parent=node.parent7 \2 v- {- r) W n3 ~7 B
6 T) x4 e! `; c! r2 l# M- a: c5 e if right.parent is None:0 _) B# M6 d; B
$ |$ g1 Z/ S" o2 Q4 h self.root=right" L6 @7 W- U. N- C. d- V: U
else:8 S3 D1 [3 ^* f4 R8 p5 H8 {
if node==node.parent.right: 0 S% f+ A+ t% F% m- p, u# v node.parent.right=right - J2 m2 \) B% }: l, z else: 8 A2 ^9 k/ R3 Y node.parent.left=right* O+ { _! X: g U
node.parent =right / \9 c* j5 k6 H3 U . Q# `. p O1 i2 k8 k& A% _ 3 W# M" T; M+ i0 ?5 j% g def rb_rotate_right(self,node): - B$ j4 i8 d; w; ]$ ~ u/ x left=node.left , A! w* O8 P( ^# i node.left=left.right7 w6 T4 y7 n! s$ b6 d, |! }
& { s( h8 c; K/ [& p
if node.left is not None: , @6 i) b1 ^9 B* | h5 Q% E3 x left.right.parent=node$ b" b: n0 \2 j# w
l6 K/ i' {1 `/ J: K
left.right=node6 ?$ A) G4 I7 N3 u+ e) z# w
left.parent=node.parent% O4 [6 h) F# n9 [1 Z* n; G+ h- n! j& _
7 C l4 k, X# V6 _/ w$ Y/ M" m
if left.parent is None:7 c9 s/ E( d" _- m3 ]# {
self.root=left- U" m1 D2 v, V2 W$ G' m4 Z) P1 W
else:9 S- Z) t7 P9 b+ q$ q) w
if node==node.parent.right:2 M4 q! B# G4 ^7 G2 g/ s
node.parent.right=left& O* q, N8 J8 {) Z4 }+ d7 Z1 A$ K
else: . m8 ?8 X) f' E& D( ~3 C/ F node.parent.left=left 4 q& P3 x+ B# M* W) N+ g( i node.parent=left& V' G. I5 |9 D; c4 Z9 G: G
* A2 Z' H8 _, h( r. [ def rb_insert_rebalance(self,node):* ~ y# K" Y3 q, C) C
parent=node.parent1 F8 r4 ?+ W/ q/ P
while parent and parent.color==RED:0 _7 {" W7 X0 k
gparent = parent.parent 5 ~( [" D @% T if parent==gparent.left: % I+ q7 l1 q* p' [/ N uncle=gparent.right) F; x% M9 ? i$ T* Y6 ^! W/ S1 t
if uncle and uncle.color==RED:3 i1 J: x1 G5 ^! e
uncle.color=BLACK. W3 u7 e6 N" Z1 N/ E6 _$ p7 `
parent.color=BLACK 7 M0 \/ X- U/ g4 m. Y5 f2 j* r5 u gparent.color=RED 0 z- l; d0 _6 F0 K$ f5 l node=gparent* K+ X. Z( M A2 s
else: * {, ^! t9 I& V3 @ if parent.right==node:3 e3 `4 b, k( L5 a
self.rb_rotate_left(parent)9 r8 u1 I9 f4 H, L1 B4 S3 E
tmp=parent+ `8 f( b' m3 Q# a: c
parent=node* f* B: `6 ~+ ?5 h/ {
node=tmp) e# V2 j" i* M3 J5 Y
parent.color=BLACK ; ^6 Z J5 l, P6 ^" J gparent.color=RED7 z/ a) V5 B3 }3 t
z, x' M ]& E6 I+ l9 D self.rb_rotate_right(gparent): x% c0 e* F4 h! F; {$ {8 `* e
# H* S( k; M5 O) I- T# l' ^) D if uncle: E* r( \7 H# j5 S if uncle.right:/ e k' M9 z* z$ ]% i$ Z6 }8 h2 B/ [
node=uncle.right* L+ N: j/ a. C1 O! ]
else:$ S' r/ g2 S. Y- D* F2 {- s
uncle=gparent.left _& j( b" H9 q% J' ` if uncle and uncle.color==RED: * x$ r- z- q- ^ G0 D uncle.color=BLACK ; w4 `5 r' P( a( N$ q7 l. ~; ^ parent.color=BLACK : K! O. s6 |' R7 c; E- R gparent.color=RED" e+ E2 S; ~ L9 X2 [
node=gparent 9 D( S: Q3 E( {* B2 r5 ~: ^ else: 7 S, d3 I; m0 B- J$ t* ~+ D if parent.left==node: " ^' F5 I5 E! v( E self.rb_rotate_right(parent) 0 O$ v; Y1 X' f7 z3 }7 c tmp=parent; Y' W4 ~% j; ]# K' ?# u; h R4 r
parent=node " A' O. U' f$ e% p+ s! L node=tmp * A0 d" ^; [$ H. Y4 C$ P) a parent.color=BLACK# s' D: I4 ~6 D
gparent.color=RED& b9 ?5 g7 g$ l# A5 I
self.rb_rotate_left(gparent)1 s4 K+ a+ ? X0 J7 _6 _4 A5 g
, n$ h, t# J9 K% J2 ~ if uncle: 1 ^( E: @3 u- Q2 H8 Z* U if uncle.left: & l5 I8 ~" T2 R# Q* m4 |0 z8 ? node=uncle.left ( b' C4 [! s8 \ parent=node.parent & H( W' K5 d/ h- f! E u- V3 C" h0 |0 x1 V8 ^: K, w8 a
8 R& U5 Y$ G" Q0 F8 x2 Y self.root.color=BLACK4 ~( C* G5 G/ ~( F- m& x% W
( V; I1 l ]0 l# Y5 ~9 O' H # Q; \& M) |& r
def rb_search_auxiliary(self,node): , z R8 W+ a+ N' f1 q tmp=self.root ( I y1 p$ e; ~! N9 O: z- Z; W$ p! ? parent=None( }; k1 I( y7 s0 @- _' s* O) _
while tmp is not None:4 W( z# B5 O9 t8 M
parent=tmp5 o+ m: m) e A& _
cmp=self.cmp(node,tmp)# x8 t; k: E8 o0 ?+ n6 P! ]% S
if cmp<0: * ~8 G# p$ x7 u' ^" k1 n0 K tmp=tmp.left l; A% N: r/ e3 e
else: * z0 o0 l3 j0 f, u if cmp>0:2 S' f' a% \% Q6 D: G' r- `/ a
tmp=tmp.right9 K! ^3 r! @& i) Z
else:* e* I+ h+ j, w
return tmp,parent 2 b: M- K0 s, G+ v! w- t- q w& m+ i
return None,parent 3 |2 @8 S* k8 d% ^/ U# E0 x b! F; X% c0 H, y
def rb_insert(self,data):8 G$ T* S! h8 h" J
tmp=None, q, _! x! f" ?" d+ Q$ A
node=Node(data) / ?/ R* l# N- {( Z tmp,parent=self.rb_search_auxiliary(node)' g. }" d8 A$ I/ \$ v. q
! ^+ C( ^2 u" h7 a, L if tmp is not None: 2 @$ O0 F$ ]. k return 3 g' c" m; o) Q4 G6 H& X- I6 Y( j 9 f" F1 z) N4 C3 j" W: c0 i node.parent =parent " j6 m3 C P9 ]' d) S node.left=node.right=None ( a# @$ z3 K* n" N9 {1 O node.color=RED 6 a0 T* u, f2 _: a' l i( X2 `2 e- [, Y; J( T if parent is not None:( j: n* |+ e8 V
' Z2 T3 g% _# Z0 `3 i if self.cmp(parent,node)>0:4 G' \' r B3 Z
parent.left=node , E( F1 s5 A" y$ K9 V7 V' t else: 5 E& c) t5 F; r7 c parent.right=node6 ~+ I. |2 e+ w5 X: q; ]
else: 2 [' s/ w5 t1 p( f9 v self.root=node / x& K& |2 C" ?6 e3 q return self.rb_insert_rebalance(node)" J- s2 p* r$ R
$ y/ G/ c* ^: R) p! \: }" T$ s
def rb_erase_rebalance(self,node,parent):+ q" d5 s4 A* L7 S5 e
while((node is None or node.color==BLACK)and node !=self.root): / S6 [- {& U' I, V* l; f, L if parent.left==node: - X# y9 I% P: B- h8 O2 J5 O other=parent.right1 I% V5 J5 T0 E5 r. \7 j
if other.color==RED: . s0 T; j0 [- k* `' f! P other.color=BALCK! z4 y0 k! {6 X5 {9 Y& p8 @
parent.color=RED 6 \5 ?/ H3 n: M9 z" G u self.rb_rotate_left(parent) 2 \; `( f @3 G& D+ l other=parent.right/ h3 r8 t% q& l% \# Q3 }* Z9 Y
if (other.left is None or other.left.color==BLACK) and (other.right is None or other.right.color ==BLACK): N5 H. \/ h$ C) k: F0 i/ S other.color=RED. `& k. p6 V( k! g9 Y" n4 c
node=parent+ V8 e, x, y+ x; d6 a
parent=node.parent z& {7 A+ i& _/ O, `3 b
else: 9 o2 Z0 l8 r3 L) B) \ if other.right is None or other.right.color==BLACK:! j: y" P j1 ]8 Z% _
8 A8 d4 n3 k7 F& y
if other.left is not None:* h: _6 ^* A" k1 _3 B- h
other.left.color=BLACK - C3 n7 b/ j& T4 Z Q/ j( n. E other.color=RED, K6 z' C5 v+ \
self.rb_rotate_right(other)" g; p' F9 i- v8 H# N1 N+ d9 W
other=parent.right Z7 X" Q8 A3 R! D 6 |: T# p7 |0 [- n6 H# L6 q other.color=parent.color ; A9 _: m3 p) [% C6 ] |# ?! \ parent.color=BLACK+ [/ I7 d) ]: h8 _$ B2 X! K
if other.right is not None:8 g1 y/ F5 \3 P+ m$ [! F( n- e
other.right.color=BLACK# J8 h- ~+ B8 I7 H
self.rb_rotate_left(parent)4 K, h/ d. E. n
node=self.root, ]* T0 D j" y
break W3 c- W( o; e; Q V k( | else: ! ^5 d3 i4 @, R+ u$ R other=parent.left# P& ^ b& P6 V3 m% L* [+ B
if other.color==RED:$ b5 `8 ~3 Y: P- _3 @2 s
other.color=BLACK 9 u3 j! ^- S# i0 b parent.color=RED; M' u5 c( G& }5 S8 ?
self.rb_rotate_right(parent)8 P u7 i# K$ Y; g V* Z
other=parent.left2 r8 L& d1 p. Q. [, y
if (other.left is None or other.left.color==BLACK) and (other.right is None or other.right.color==BLACK): 1 a0 ~ y9 W* p other.color=RED + G+ y' t3 k- @, O) ~* n, U6 M( ^ node=parent 1 l0 K: e/ d- i parent=node.parent $ M" W3 d( e" C$ m7 |/ I else: " Y+ @$ S; |) B& W3 {+ T if other.left is None or other.left.color==BLACK:0 ^) i+ F2 N8 h- F2 r1 h$ h: g" Y
if other.right is not None: 1 _7 X9 e2 D# Y2 P: [2 X% l z other.right.color=BLACK , ?& C/ Q( [# s+ t6 K2 b( D$ q+ y h, Z4 j; m0 a
other.color=RED / g+ U ^: ~2 l+ V# p self.rb_rotate_left(other)$ n/ ]; p$ }) h- j
other=parent.left ^) u6 O2 q* G4 ^ m! \6 c 2 |" _) w# n3 E; H other.color=parent.color3 A% L- u# K" x
parent.color=BLACK 7 Z' m0 V H# ?+ I' d . b, Q2 i' i' i0 _4 ?. E/ r, q) w if other.left is not None: : b* I z1 {% ]5 ], x other.left.color=BLACK9 L4 U* |: c3 u- n! L
3 `/ K4 Q+ H2 ]1 m" w self.rb_rotate_right(parent)! V$ {; J" V; c
node=self.root * E. a( }( H" d. ?8 { break: x" t* C( J9 k, S
" Y. ]! Y5 ]/ |/ Q1 `" v% i( {+ n0 G. z
& M/ b0 P2 I% i8 O4 f! K if node is not None:- n9 J+ ?) W) }9 P: O& y
node.color=BLACK , x) e7 k6 U( O 2 M! L; e, U% _0 W: W6 G9 q def rb_erase(self,data): 6 K/ z( e$ ~. Z% w6 S tmp_node=Node(data)1 T. @- W- V, K+ X7 x7 p; N! _* D5 A
node,parent = self.rb_search_auxiliary(tmp_node)7 s- c$ J! K' ` j+ D
if node is None: + p3 e8 p" V. b" _, Z! j Z3 s: w print "data is not exist." . ~, s$ I$ y @9 K) t1 d j& ` return* h/ [7 |- k5 ^( {4 t. X, O' X5 `
6 t2 d) R- _/ I) Y+ w, O. g old =node! L: ]- a3 Z* J7 m. f5 b$ q
if node.left and node.right: - Z A9 p& o3 h$ T node=node.right , O3 N4 M6 c1 G/ O. E* | G- }' G4 N& V" ]
left=node.left7 K1 K4 y; Q* v! O
while left is not None: , s0 a6 G2 e, B3 Y) ^ node =left; e! B+ W& @4 s+ A! v9 `0 {' B
left=node.left ) C5 W! }% B, N$ i% b5 l% y9 v; b* z. Z- T
child=node.right' O, {/ D# A3 W) g0 R
parent=node.parent , D0 \( A" a+ ^ color=node.color 6 j/ F2 b9 L8 v* v% n! f7 N" w 6 n7 C6 i6 e$ f. Y5 B! R4 h3 U if child:/ y8 |$ S( t3 D" f) o
child.parent=parent9 c- z; w9 ] H/ L/ \; r
if parent:- _. g: T' A( ^6 }6 e7 q9 ^
if parent.left==node:* P7 x9 i! l+ ^ G6 ?/ a a
parent.left=child% z: r6 P+ ?# m1 D, e3 u6 H6 k1 e; m
else: x* w# p8 P: D parent.right=child " F( M# x( J2 Q, a# V3 N/ {) p z6 c7 Z/ H$ D
else:5 ^. K9 |4 s! X/ [4 e% b
self.root=child ) {; e/ _# a# W; q* w 3 Q$ \4 S+ C) [3 L6 M# _ if node.parent==old: + Q' s; y4 q# m6 c parent=node # a/ w4 D3 f8 o! n! o- ]- T1 Z node.parent=old.parent6 i U) z4 K; J$ Y2 o' D
node.color=old.color+ i* V9 O% D8 M7 m
node.right=old.right, g4 n6 Z9 r) P; A( D
node.left=old.left% S* M3 o* c. G* O
. Q. z& V# c+ Z( k. U5 G# C$ Z5 y5 _ @
if old.parent:% m0 C5 S9 u& T6 d6 V( E
if old.parent.left==old: . L% O- |& W. g' e/ h. ?- ? old.parent.left=node% j% ]+ R5 b/ }) }0 h
else: % X1 }9 r, @; g) F e' ` old.parent.right=node 3 z5 u2 M7 V% u2 o) H- A2 } else: 9 b. }" f. E& g) g self.root=node* H. |! Q4 ]6 n/ P# ^+ x
' x% ~. e; W. e4 v$ k3 P9 O+ S
old.left.parent=node 8 _6 x( d8 C" {9 f$ _ if old.right: ; D; B7 b& j G# c! G) _4 ?% Y old.right.parent=node 6 P2 n0 e4 m3 D$ j; f" L/ ~: a% e" p# `7 y) ~6 f
else:9 S. c8 l' P: C" X, \
if node.left is None: ; _* E% }5 }3 x( p child =node.right4 y3 j) h) o# t0 k- W# k2 f
else: * R! ~! X8 ?& h" D/ U if node.left is not None: ! C. o& K; ~ |9 b child=node.left- p% H+ r1 [9 K1 e/ C1 i2 Q) Y4 E0 e
else: ) c! n, C, ^' Z child=None! u4 q( Q( }8 M4 _3 M# O' j+ a
parent=node.parent7 Y% T e: W" n0 ]
color=node.color: K( Y, K4 p1 t8 n
if child:- [ e1 E' M; q j3 V4 ~- T( y
child.parent=parent6 H& w* }- v* D# h3 y( Q- Q/ d! \
if parent: : N: U4 ]7 E' W0 ~" ] if parent.left==node: 7 _5 A& v# d( _* n N parent.left=child% t% a9 W& y# v, l4 l5 ~0 e6 |. G
else:7 k; F/ Z- d& W9 ~, i5 `
parent.right=child, A( N( ~6 W* V9 e: m
else: 4 _: ]" R# |% X/ ~ self.root=child , Y5 i/ p* I6 |8 Y; T1 D: G: D8 K ?( g0 `' S* k2 W3 ]- i4 i
if color==BLACK:1 [- \( y' v) w3 V* g, t& [
- [& q9 u# T/ D0 C6 g: Z self.rb_erase_rebalance(child,parent), T, h3 K; b7 ^! K9 [6 k( \8 y
9 a( r, v) P6 g1 [% N9 U 4 h! @& j9 X; s! } def rb_travelse(self,node):, Y5 v8 S7 X% R8 I L0 f
if node is not None:0 ?% C4 T4 X: R" p
print str(node.data)+'\t'+str(node.color) " e# i2 w' u: T0 P7 t& ?- `) Q self.rb_travelse(node.left) . L9 G, i1 }' _! Y1 ^ if node.parent: % [$ ^0 h+ f8 Z% k if node.parent.color==0 and node.color==0: , N5 l6 X! F4 M3 o print "error") j& j- F$ ~8 x9 N# ^/ r
return ! L. M- d+ t9 l4 E- h( X self.rb_travelse(node.right)6 l6 W% Q1 }# a: s
if node.parent: 1 s. Q; ~4 w' h, ~, { if node.parent.color==0 and node.color==0: 6 m; E6 t0 V7 _2 U: n2 t print "error" 2 P+ l( G; f, Y d return+ G3 L- R r" W( u/ h# }3 d
$ D! I, g. y# Y4 {/ T2 _
return5 R2 B# {& P& I$ c9 _
' O) C) k* D( \" v6 t $ E8 `1 L. z# g! W& _5 Y+ p3 z$ M
def cmp(self,node1,node2): 1 e4 k3 T- A) E/ u3 [* o$ O: _ if node1.data>node2.data : / F! \' A6 p/ h q! H8 W, ?; W return 1 & j2 X+ W' }) S) Z7 B5 D, a/ h if node1.data==node2.data :0 ]7 l5 P4 B S3 [! `
return 0; J- \; J8 k7 d- N" Y c
if node1.data<node2.data:2 o/ o" Z8 l7 x* L
return -19 q! x& Q' r1 k0 Q7 _" m
; F7 E3 U- K+ y9 X0 D/ V" W, H
if __name__=="__main__": + |0 P! T' h' P i6 B print "main" 4 O6 }: `6 |+ T5 B data=[28,6,39,78,6,43,61,56,71,38] 1 X# v9 g$ n( A" H" j #for i in range(10):2 i. N3 N. d& W
# rand_num = random.randint(0, 100) 7 u$ d1 N$ l* S+ k+ x0 x: L # data.append(rand_num)2 @3 {" o V( d
#print data ) N t- V* D' b: s t=RBtree() ' q& d. h# E! [# w8 f) z* \8 h; f& O& E) L' _$ T
1 v; o+ ?0 h7 b( v; j for i in range(10):7 ^$ o3 A6 Q% s5 R2 T
t.rb_insert(data[i])7 v: y& z. E: a4 E
# K: O+ \& S9 C! ~+ H
9 x! Y3 ^7 H3 T
t.rb_travelse(t.root) . c! W$ u4 \ Q/ E" Q+ N6 Q. g `+ @' K- S( ~- l' s) {" \7 X
print "---------------------------------"' O j/ z! p. ^
t.rb_erase(data[7])6 Q/ \/ G; P! B9 M9 R! x
" K: J/ }/ Z) [$ U2 @' x* m
t.rb_travelse(t.root) ) O [' W0 G/ e' C" R# h7 Q 9 |3 O: `' Z) X$ r2 p作者: 花村刀笔吏 时间: 2016-10-7 11:30
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分享] [DataScience] 手把手教你用python抓网页数据 0 s! w0 b4 P6 e作者: 花村刀笔吏 时间: 2016-10-7 11:34
分享] [DataScience] 手把手教你用python抓网页数据# D V% E+ T2 P+ E; ~5 |" ?4 q 作者: 花村刀笔吏 时间: 2016-10-7 11:38
分享] [DataScience] 手把手教你用python抓网页数据 6 i" g* o# u' _4 D2 A6 |作者: 花村刀笔吏 时间: 2016-10-7 11:40
分享] [DataScience] 手把手教你用python抓网页数据6 I/ z( x u) ]+ ]5 J, V