In [1]:
%%time
%matplotlib inline
import os
import numpy as np
import joblib as jl
FEA_ROOT = 'E:\\project\\data_mining_research\\working\\fea_tmp'# 10 apk data for test
X_label = []
X = []
for f1 in os.listdir(FEA_ROOT)[0:10]:
f1_full_path = os.path.join(FEA_ROOT, f1)
for f2 in os.listdir( f1_full_path ):
f2_full_path = os.path.join(f1_full_path, f2)
X_label.append('{}___{}'.format(f1, f2))
X.append(jl.load(os.path.join(f2_full_path, 'fea.jl')))
X = np.array(X)
Wall time: 3.11 s
In [2]:
X.shape # we get 2228 packages from 10 apk
Out[2]:
(2228, 96)
In [34]:
%%time
import matplotlib.pyplot as plt
from sklearn.cluster import KMeans
random_state = 170
y_pred = KMeans(n_clusters=1000, random_state=random_state).fit_predict(X)
Wall time: 13.6 s
In [46]:
stat = {}
for i in range(1000):
stat[i]=0
for i in y_pred:
stat[i] += 1
for k in stat:
if(stat[k]>1):
print('{}:{}'.format(k, stat[k]))
for i in range(len(y_pred)):
if(y_pred[i]==k):
print('{}:{}'.format(k, X_label[i]))
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797:00000b633c4c584045874073da8a142c8c79a2bf___Lcom.upay.billing.engine.alipay
797:00000b633c4c584045874073da8a142c8c79a2bf___Lcom.upay.billing.engine.rdowap
797:00000b633c4c584045874073da8a142c8c79a2bf___Lcom.upay.billing.engine.tenpay
805:13
805:00000b633c4c584045874073da8a142c8c79a2bf___Lcom.yongrun.app.sxmn.a
805:00000f1b984aab1a8abd9be08b92b07ee60cdb97___Lorg.yaml.snakeyaml.external.biz.base64Coder
805:0000a1d0fb0fb9854a4bff793aab258c2de7a5e7___Lcom.baidu.browser.jni
805:0000a4e0fc81373841f16cd98eb124a85076c20a___Lcn.hongxiu.book.data
805:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lcom.ijinshan.kbatterydoctor.calscore
805:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Les;
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805:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lrh;
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806:00000b633c4c584045874073da8a142c8c79a2bf___Lcom.yongrun.app.sxmn.b
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806:00000f1b984aab1a8abd9be08b92b07ee60cdb97___Lcom.scringo.push
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806:00000f1cf64502ef8e30210dbb0cc7b4507aef28___Lcom.kkkeyboard.emoji.keyboard.theme.bean
806:00000f1cf64502ef8e30210dbb0cc7b4507aef28___Lcom.mopub.exceptions
806:00000f1cf64502ef8e30210dbb0cc7b4507aef28___Lcom.startapp.android.publish.f.a.f
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806:0000a1d0fb0fb9854a4bff793aab258c2de7a5e7___Lcom.baidu.android.moplus
806:0000a1d0fb0fb9854a4bff793aab258c2de7a5e7___Lcom.baidu.android.pushservice.f.a
806:0000a1d0fb0fb9854a4bff793aab258c2de7a5e7___Lcom.baidu.browser.webkit
806:0000a1d0fb0fb9854a4bff793aab258c2de7a5e7___Lcom.baidu.down.a
806:0000a1d0fb0fb9854a4bff793aab258c2de7a5e7___Lcom.baidu.down.loopj.android.http.exp
806:0000a2b635481c0568ec27b23064a6f1528168be___Lcom.google.android.gms.common.server
806:0000a2b635481c0568ec27b23064a6f1528168be___Lcom.google.firebase
806:0000a2b635481c0568ec27b23064a6f1528168be___Lio.intercom.android.sdk.models.Events.realtime
806:0000a2b635481c0568ec27b23064a6f1528168be___Lio.intercom.android.sdk.spans
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806:0000a4e0fc81373841f16cd98eb124a85076c20a___Lcn.hongxiu.book.ui.frame.category
806:0000a4e0fc81373841f16cd98eb124a85076c20a___Lcn.hongxiu.book.ui.frame.lately
806:0000a4e0fc81373841f16cd98eb124a85076c20a___Lcn.hongxiu.singlebook
806:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lorg.moxiu.setting
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809:00000b633c4c584045874073da8a142c8c79a2bf___Lcom.yongrun.app.sxmn.c
809:00000f1b984aab1a8abd9be08b92b07ee60cdb97___Lcom.google.android.gms.identity.intents.model
810:2
810:00000b633c4c584045874073da8a142c8c79a2bf___Landroid.support.v4.media
810:00000d20af56a21e5f7663c9cf6ea9dc3f3be515___Landroid.support.v4.media
830:6
830:0000a1d0fb0fb9854a4bff793aab258c2de7a5e7___Lcom.baidu.browser.explorer.popup
830:0000a1d0fb0fb9854a4bff793aab258c2de7a5e7___Lcom.baidu.browser.explorer.searchbox.sniff
830:0000a2b635481c0568ec27b23064a6f1528168be___Lio.intercom.retrofit.converter
830:0000a2b635481c0568ec27b23064a6f1528168be___Lorg.altbeacon.beacon.client
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830:0000a2b635481c0568ec27b23064a6f1528168be___Lorg.chromium.ui.resources.dynamics
833:5
833:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lc;
833:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lh;
833:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lorg.crazyit.imagemain
833:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lqy;
833:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lza;
836:127
836:00000f1b984aab1a8abd9be08b92b07ee60cdb97___Lcom.sec.android.ad.targeting
836:0000a4e0fc81373841f16cd98eb124a85076c20a___Le;
836:0000a4e0fc81373841f16cd98eb124a85076c20a___Lg;
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836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lak;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lam;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lan;
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836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lat;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lbd;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lbv;
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836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Ldf;
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836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Ldq;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Ldr;
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836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Leb;
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836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lee;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Len;
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836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lhd;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lhe;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lhh;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lhi;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lhj;
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836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lho;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lhp;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lhr;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lhx;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lhy;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lic;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lig;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Liv;
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836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Ljg;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Ljh;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lji;
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836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Ljs;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lka;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lkb;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lke;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lkf;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lkg;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lkh;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lkn;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lkr;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lks;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lkt;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lku;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lkv;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lkw;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lky;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Ll;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lla;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Llb;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Llc;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lld;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lle;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Llf;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Llg;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Llh;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Llj;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lll;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Llp;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Llq;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Llv;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Llw;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lmb;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lmd;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lme;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lmf;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lmg;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lmh;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lmi;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lmj;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lmk;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lml;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lmm;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lmx;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lnc;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lng;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lni;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lnn;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lno;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lnw;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lnx;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lor;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lph;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lpu;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lrq;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lse;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Ltu;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lu;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lun;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Luo;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lva;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lvb;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lvc;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lvd;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lvf;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lvk;
836:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lvm;
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982:0000a1d0fb0fb9854a4bff793aab258c2de7a5e7___Lcom.baidu.browser.misc.c
982:0000a1d0fb0fb9854a4bff793aab258c2de7a5e7___Lcom.baidu.browser.misc.pictureviewer.d
982:0000a1d0fb0fb9854a4bff793aab258c2de7a5e7___Lcom.baidu.browser.misc.tucao.emoji.b
982:0000a1d0fb0fb9854a4bff793aab258c2de7a5e7___Lcom.baidu.browser.sailor.platform.a
982:0000a1d0fb0fb9854a4bff793aab258c2de7a5e7___Lcom.baidu.browser.video.a
982:0000a1d0fb0fb9854a4bff793aab258c2de7a5e7___Lcom.baidu.browser.videosdk.c
982:0000a1d0fb0fb9854a4bff793aab258c2de7a5e7___Lcom.baidu.ufosdk.c
982:0000a2b635481c0568ec27b23064a6f1528168be___Landroid.support.v4.content.pm
982:0000a2b635481c0568ec27b23064a6f1528168be___Landroid.support.v4.database
982:0000a2b635481c0568ec27b23064a6f1528168be___Lcom.nordnetab.cordova.ul.js
982:0000a4e0fc81373841f16cd98eb124a85076c20a___Lc$b;
982:0000a4e0fc81373841f16cd98eb124a85076c20a___Lc$d;
982:0000a4e0fc81373841f16cd98eb124a85076c20a___Lj;
982:0000a4e0fc81373841f16cd98eb124a85076c20a___Lk;
982:0000a4e0fc81373841f16cd98eb124a85076c20a___Ll;
982:0000a4e0fc81373841f16cd98eb124a85076c20a___Lm;
982:0000a4e0fc81373841f16cd98eb124a85076c20a___Ln;
982:0000a4e0fc81373841f16cd98eb124a85076c20a___Lo;
982:0000a4e0fc81373841f16cd98eb124a85076c20a___Lp;
982:0000a4e0fc81373841f16cd98eb124a85076c20a___Lq;
982:0000a4e0fc81373841f16cd98eb124a85076c20a___Lr;
982:0000a4e0fc81373841f16cd98eb124a85076c20a___Ls;
982:0000a4e0fc81373841f16cd98eb124a85076c20a___Lt;
982:0000a4e0fc81373841f16cd98eb124a85076c20a___Lu;
982:0000a4e0fc81373841f16cd98eb124a85076c20a___Lv;
982:0000a4e0fc81373841f16cd98eb124a85076c20a___Lx;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Laaa;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Laac;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Laad;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Laaf;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lal;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Laq;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lar;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lau;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lav;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Law;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lax;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lay;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Laz;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lb;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lba;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lbb;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lbc;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lbe;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lbf;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lbg;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lbh;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lbi;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lbj;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lbk;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lbl;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lbm;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lbn;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lbo;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lbp;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lbq;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lbt;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lbu;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lbx;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lby;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lbz;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lca;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lcc;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lcd;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lce;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lcf;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lcg;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lch;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lcj;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lck;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lcl;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lcn;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lco;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lcp;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lcr;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lct;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lcu;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lcv;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lcw;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lcx;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lcy;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lcz;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lda;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Ldc;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Ldd;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lde;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Ldh;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Ldj;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Ldk;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Ldl;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Ldm;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Ldn;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Ldo;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Ldp;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lds;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Ldu;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Ldw;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Ldy;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lea;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Led;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lef;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Leg;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lei;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lej;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lek;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lel;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Leo;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lep;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lev;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lew;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lex;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Ley;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lez;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lfa;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lfb;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lfd;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lfe;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lfg;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lfi;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lfj;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lfk;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lfl;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lfs;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lfv;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lfx;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lfz;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lga;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lgb;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lgc;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lgd;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lge;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lgf;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lgi;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lgk;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lgr;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lgt;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lha;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lhc;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lhk;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lhm;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lhq;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lhs;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lhz;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lie;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lii;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lij;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lik;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lin;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lio;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lip;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Liq;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Liu;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Liy;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Liz;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lja;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Ljd;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lje;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Ljl;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Ljp;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Ljr;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lju;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Ljv;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Ljz;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lk;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lkk;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lkl;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lko;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lkx;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lkz;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lli;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Llk;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lln;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Llo;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Llr;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lls;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Llt;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Llu;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Llz;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lma;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lmc;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lmq;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lmr;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lms;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lmw;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lmy;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lmz;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lna;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lnb;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lnj;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lnk;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lnl;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lnm;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lnp;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lnq;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lnr;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lns;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lnt;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lnu;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lnv;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lny;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lnz;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lo;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lob;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lod;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Loj;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lol;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lom;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Loo;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Loq;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lot;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lou;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lov;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Low;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lp;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lpb;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lpd;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lpi;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lpj;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lpk;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lpn;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lpo;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lpp;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lpq;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lps;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lpt;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lq;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lqa;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lqn;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lqq;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lqr;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lqs;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lqt;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lqu;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lqv;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lqw;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lqx;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lqz;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lra;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lrc;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lrk;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lrl;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lrm;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lro;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lrp;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lrw;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lrx;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lsc;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lsd;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lsg;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lsw;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lsz;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lta;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Ltc;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Ltd;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Ltf;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Ltg;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Ltk;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Ltt;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Ltv;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Ltw;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lub;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Luc;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lue;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Luf;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lui;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Luj;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Luk;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lum;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lvj;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lvl;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lvn;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lvq;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lvt;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lvu;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lwb;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lwd;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lwk;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lwq;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lwr;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lwy;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lxb;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lxd;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lxf;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lxq;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lxy;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lxz;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lyc;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lyd;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lyu;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lyv;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lyw;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lyx;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lyy;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lze;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lzn;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lzo;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lzp;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lzq;
982:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lzz;
985:2
985:0000a1d0fb0fb9854a4bff793aab258c2de7a5e7___Lcom.baidu.browser.misc.pictureviewer.c
985:0000a1d0fb0fb9854a4bff793aab258c2de7a5e7___Lcom.baidu.browser.sailor.feature.m
992:2
992:0000a1d0fb0fb9854a4bff793aab258c2de7a5e7___Lcom.baidu.browser.installs
992:0000a1d0fb0fb9854a4bff793aab258c2de7a5e7___Lcom.baidu.ufosdk.b
996:3
996:00000b633c4c584045874073da8a142c8c79a2bf___Lcom.a.a.a.b
996:00000f1cf64502ef8e30210dbb0cc7b4507aef28___Landroid.support.v7.a
996:0000a2b635481c0568ec27b23064a6f1528168be___Lorg.apache.cordova.whitelist
In [42]:
for i in range(len(y_pred)):
if(y_pred[i]==189):
print('{}:{}'.format(189, X_label[i]))
189:00000f1b984aab1a8abd9be08b92b07ee60cdb97___Landroid.support.v4.view.accessibility
189:0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Landroid.support.v4.view.accessibility
In [48]:
X[0].shape[0]
Out[48]:
96
In [2]:
import math
def get_eu_dist(x, y):
assert x.shape==y.shape
s = 0
for i in range(x.shape[0]):
d = (x[i]-y[i])*(x[i]-y[i])
s += d
return math.sqrt(s)
In [11]:
from tqdm import *
result = []
th = 0.005 # threshold
i=0
for m in tqdm(X):
if(i==0):
d = {}
d['count']=1
d['name']=[]
d['name'].append(X_label[i])
d['index']=[]
d['index'].append(i)
result.append(d)
else:
x = X[i]
found = False
for j in range(len(result)):
y = X[result[j]['index'][0]]
dist = get_eu_dist(x,y)
if(dist<th):
result[j]['count'] += 1
result[j]['name'].append(X_label[i])
result[j]['index'].append(i)
found = True
break
if(found==False):
d = {}
d['count']=1
d['name']=[]
d['name'].append(X_label[i])
d['index']=[]
d['index'].append(i)
result.append(d)
i += 1
100%|██████████████████████████████████████████████████████████████████████████████| 2228/2228 [02:32<00:00, 14.58it/s]
In [12]:
for v in result:
if(v['count']>1):
print(v)
{'index': [0, 88, 539], 'count': 3, 'name': ['00000b633c4c584045874073da8a142c8c79a2bf___Landroid.support.v4.accessibilityservice', '00000d20af56a21e5f7663c9cf6ea9dc3f3be515___Landroid.support.v4.accessibilityservice', '0000a1d0fb0fb9854a4bff793aab258c2de7a5e7___Landroid.support.v4.accessibilityservice']}
{'index': [2, 90], 'count': 2, 'name': ['00000b633c4c584045874073da8a142c8c79a2bf___Landroid.support.v4.content', '00000d20af56a21e5f7663c9cf6ea9dc3f3be515___Landroid.support.v4.content']}
{'index': [3, 91, 127, 542, 1500], 'count': 5, 'name': ['00000b633c4c584045874073da8a142c8c79a2bf___Landroid.support.v4.content.pm', '00000d20af56a21e5f7663c9cf6ea9dc3f3be515___Landroid.support.v4.content.pm', '00000f1b984aab1a8abd9be08b92b07ee60cdb97___Landroid.support.v4.content.pm', '0000a1d0fb0fb9854a4bff793aab258c2de7a5e7___Landroid.support.v4.content.pm', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Landroid.support.v4.content.pm']}
{'index': [4, 92, 128, 544, 1501], 'count': 5, 'name': ['00000b633c4c584045874073da8a142c8c79a2bf___Landroid.support.v4.database', '00000d20af56a21e5f7663c9cf6ea9dc3f3be515___Landroid.support.v4.database', '00000f1b984aab1a8abd9be08b92b07ee60cdb97___Landroid.support.v4.database', '0000a1d0fb0fb9854a4bff793aab258c2de7a5e7___Landroid.support.v4.database', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Landroid.support.v4.database']}
{'index': [5, 93], 'count': 2, 'name': ['00000b633c4c584045874073da8a142c8c79a2bf___Landroid.support.v4.graphics.drawable', '00000d20af56a21e5f7663c9cf6ea9dc3f3be515___Landroid.support.v4.graphics.drawable']}
{'index': [6, 94, 547, 1006], 'count': 4, 'name': ['00000b633c4c584045874073da8a142c8c79a2bf___Landroid.support.v4.hardware.display', '00000d20af56a21e5f7663c9cf6ea9dc3f3be515___Landroid.support.v4.hardware.display', '0000a1d0fb0fb9854a4bff793aab258c2de7a5e7___Landroid.support.v4.hardware.display', '0000a2b635481c0568ec27b23064a6f1528168be___Landroid.support.v4.hardware.display']}
{'index': [7, 95, 548, 1008], 'count': 4, 'name': ['00000b633c4c584045874073da8a142c8c79a2bf___Landroid.support.v4.internal.view', '00000d20af56a21e5f7663c9cf6ea9dc3f3be515___Landroid.support.v4.internal.view', '0000a1d0fb0fb9854a4bff793aab258c2de7a5e7___Landroid.support.v4.internal.view', '0000a2b635481c0568ec27b23064a6f1528168be___Landroid.support.v4.internal.view']}
{'index': [8, 96], 'count': 2, 'name': ['00000b633c4c584045874073da8a142c8c79a2bf___Landroid.support.v4.media', '00000d20af56a21e5f7663c9cf6ea9dc3f3be515___Landroid.support.v4.media']}
{'index': [9, 97, 552], 'count': 3, 'name': ['00000b633c4c584045874073da8a142c8c79a2bf___Landroid.support.v4.net', '00000d20af56a21e5f7663c9cf6ea9dc3f3be515___Landroid.support.v4.net', '0000a1d0fb0fb9854a4bff793aab258c2de7a5e7___Landroid.support.v4.net']}
{'index': [10, 98], 'count': 2, 'name': ['00000b633c4c584045874073da8a142c8c79a2bf___Landroid.support.v4.os', '00000d20af56a21e5f7663c9cf6ea9dc3f3be515___Landroid.support.v4.os']}
{'index': [12, 100], 'count': 2, 'name': ['00000b633c4c584045874073da8a142c8c79a2bf___Landroid.support.v4.text', '00000d20af56a21e5f7663c9cf6ea9dc3f3be515___Landroid.support.v4.text']}
{'index': [14, 102], 'count': 2, 'name': ['00000b633c4c584045874073da8a142c8c79a2bf___Landroid.support.v4.view', '00000d20af56a21e5f7663c9cf6ea9dc3f3be515___Landroid.support.v4.view']}
{'index': [15, 103], 'count': 2, 'name': ['00000b633c4c584045874073da8a142c8c79a2bf___Landroid.support.v4.view.accessibility', '00000d20af56a21e5f7663c9cf6ea9dc3f3be515___Landroid.support.v4.view.accessibility']}
{'index': [16, 104], 'count': 2, 'name': ['00000b633c4c584045874073da8a142c8c79a2bf___Landroid.support.v4.widget', '00000d20af56a21e5f7663c9cf6ea9dc3f3be515___Landroid.support.v4.widget']}
{'index': [124, 1497], 'count': 2, 'name': ['00000f1b984aab1a8abd9be08b92b07ee60cdb97___Landroid.support.v4.accessibilityservice', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Landroid.support.v4.accessibilityservice']}
{'index': [129, 1502], 'count': 2, 'name': ['00000f1b984aab1a8abd9be08b92b07ee60cdb97___Landroid.support.v4.os', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Landroid.support.v4.os']}
{'index': [130, 1503], 'count': 2, 'name': ['00000f1b984aab1a8abd9be08b92b07ee60cdb97___Landroid.support.v4.util', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Landroid.support.v4.util']}
{'index': [197, 1052], 'count': 2, 'name': ['00000f1b984aab1a8abd9be08b92b07ee60cdb97___Lcom.google.android.gms.common.annotation', '0000a2b635481c0568ec27b23064a6f1528168be___Lcom.google.android.gms.common.annotation']}
{'index': [555, 1014], 'count': 2, 'name': ['0000a1d0fb0fb9854a4bff793aab258c2de7a5e7___Landroid.support.v4.provider', '0000a2b635481c0568ec27b23064a6f1528168be___Landroid.support.v4.provider']}
{'index': [939, 1562], 'count': 2, 'name': ['0000a1d0fb0fb9854a4bff793aab258c2de7a5e7___Lcom.baidu.location', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lcom.baidu.location']}
{'index': [1454, 2025, 2134], 'count': 3, 'name': ['0000a4e0fc81373841f16cd98eb124a85076c20a___Li;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lsm;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lwn;']}
{'index': [1455, 1469], 'count': 2, 'name': ['0000a4e0fc81373841f16cd98eb124a85076c20a___Lj;', '0000a4e0fc81373841f16cd98eb124a85076c20a___Lr;']}
{'index': [1462, 1463, 1467], 'count': 3, 'name': ['0000a4e0fc81373841f16cd98eb124a85076c20a___Lm;', '0000a4e0fc81373841f16cd98eb124a85076c20a___Ln;', '0000a4e0fc81373841f16cd98eb124a85076c20a___Lp;']}
{'index': [1471, 1472, 1473], 'count': 3, 'name': ['0000a4e0fc81373841f16cd98eb124a85076c20a___Lt;', '0000a4e0fc81373841f16cd98eb124a85076c20a___Lu;', '0000a4e0fc81373841f16cd98eb124a85076c20a___Lv;']}
{'index': [1474, 1860], 'count': 2, 'name': ['0000a4e0fc81373841f16cd98eb124a85076c20a___Lw;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lmn;']}
{'index': [1475, 1532, 1889, 1984], 'count': 4, 'name': ['0000a4e0fc81373841f16cd98eb124a85076c20a___Lx;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lbm;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lnp;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lqz;']}
{'index': [1478, 1594], 'count': 2, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Laaa;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lcr;']}
{'index': [1483, 2227], 'count': 2, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Laaf;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lzz;']}
{'index': [1494, 1933, 2145], 'count': 3, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lal;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lpb;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lwy;']}
{'index': [1509, 1604], 'count': 2, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Laq;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lda;']}
{'index': [1511, 1609], 'count': 2, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Las;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Ldf;']}
{'index': [1513, 1942, 1977], 'count': 3, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lau;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lpk;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lqs;']}
{'index': [1514, 1769, 1874, 1895], 'count': 4, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lav;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Ljd;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lna;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lnv;']}
{'index': [1515, 1885, 1978], 'count': 3, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Law;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lnl;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lqt;']}
{'index': [1516, 1764, 2198], 'count': 3, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lax;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Liz;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lyx;']}
{'index': [1517, 1656], 'count': 2, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lay;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lez;']}
{'index': [1518, 1520, 1531, 1884], 'count': 4, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Laz;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lba;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lbl;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lnk;']}
{'index': [1519, 2217], 'count': 2, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lb;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lzp;']}
{'index': [1521, 1545, 1664, 1666, 1667], 'count': 5, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lbb;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lbz;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lfg;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lfi;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lfj;']}
{'index': [1524, 1534], 'count': 2, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lbe;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lbo;']}
{'index': [1525, 1617], 'count': 2, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lbf;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Ldn;']}
{'index': [1526, 1529, 1547, 1763, 1948], 'count': 5, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lbg;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lbj;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lca;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Liy;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lpq;']}
{'index': [1527, 1626], 'count': 2, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lbh;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Ldw;']}
{'index': [1528, 1533, 1871], 'count': 3, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lbi;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lbn;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lmy;']}
{'index': [1530, 1611, 1645, 1891], 'count': 4, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lbk;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Ldh;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Leo;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lnr;']}
{'index': [1538, 1861], 'count': 2, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lbs;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lmo;']}
{'index': [1539, 1608], 'count': 2, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lbt;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lde;']}
{'index': [1543, 1803], 'count': 2, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lbx;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lkk;']}
{'index': [1550, 2009], 'count': 2, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lcd;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lrx;']}
{'index': [1552, 1553, 1830, 2001], 'count': 4, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lcf;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lcg;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Llk;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lrp;']}
{'index': [1556, 1606, 1770, 1804], 'count': 4, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lcj;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Ldc;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lje;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lkl;']}
{'index': [1560, 1640], 'count': 2, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lcn;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lej;']}
{'index': [1599, 1833, 2151], 'count': 3, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lcw;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lln;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lxd;']}
{'index': [1601, 2199], 'count': 2, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lcy;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lyy;']}
{'index': [1612, 1665], 'count': 2, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Ldi;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lfh;']}
{'index': [1613, 1631], 'count': 2, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Ldj;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lea;']}
{'index': [1614, 1652, 1975], 'count': 3, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Ldk;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lev;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lqq;']}
{'index': [1615, 1654, 1669, 1981], 'count': 4, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Ldl;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lex;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lfl;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lqw;']}
{'index': [1618, 1634], 'count': 2, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Ldo;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Led;']}
{'index': [1619, 1849], 'count': 2, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Ldp;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lmc;']}
{'index': [1633, 2139], 'count': 2, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lec;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lws;']}
{'index': [1653, 1892, 1926, 1979], 'count': 4, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lew;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lns;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lov;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lqu;']}
{'index': [1657, 1992], 'count': 2, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lf;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lrg;']}
{'index': [1671, 1677], 'count': 2, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lfn;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lft;']}
{'index': [1674, 2055, 2119], 'count': 3, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lfq;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Ltp;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lvz;']}
{'index': [1679, 2015], 'count': 2, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lfv;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lsc;']}
{'index': [1686, 1689], 'count': 2, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lgb;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lge;']}
{'index': [1687, 1688], 'count': 2, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lgc;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lgd;']}
{'index': [1690, 1927], 'count': 2, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lgf;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Low;']}
{'index': [1698, 1788, 1796, 2010, 2130], 'count': 5, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lgn;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Ljw;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lkd;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lry;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lwj;']}
{'index': [1699, 1718, 1790, 2024], 'count': 4, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lgo;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lhg;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Ljy;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lsl;']}
{'index': [1700, 2031, 2135], 'count': 3, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lgp;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lss;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lwo;']}
{'index': [1712, 1935], 'count': 2, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lha;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lpd;']}
{'index': [1724, 1730], 'count': 2, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lhm;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lhs;']}
{'index': [1737, 2076], 'count': 2, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lhz;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Luj;']}
{'index': [1748, 1749], 'count': 2, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lij;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lik;']}
{'index': [1753, 2061], 'count': 2, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lio;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Ltv;']}
{'index': [1754, 2046], 'count': 2, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lip;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Ltg;']}
{'index': [1766, 2197], 'count': 2, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lja;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lyw;']}
{'index': [1783, 1972], 'count': 2, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Ljr;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lqn;']}
{'index': [1789, 2123], 'count': 2, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Ljx;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lwc;']}
{'index': [1797, 1798], 'count': 2, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lke;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lkf;']}
{'index': [1807, 2008], 'count': 2, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lko;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lrw;']}
{'index': [1810, 1812, 1814], 'count': 3, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lkr;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lkt;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lkv;']}
{'index': [1816, 1986], 'count': 2, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lkx;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lra;']}
{'index': [1839, 1840], 'count': 2, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Llt;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Llu;']}
{'index': [1844, 2140], 'count': 2, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lly;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lwt;']}
{'index': [1848, 1857], 'count': 2, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lmb;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lmk;']}
{'index': [1851, 1856], 'count': 2, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lme;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lmj;']}
{'index': [1869, 1924, 1940, 1951], 'count': 4, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lmw;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lot;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lpi;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lpt;']}
{'index': [1883, 1890], 'count': 2, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lnj;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lnq;']}
{'index': [1893, 1917], 'count': 2, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lnt;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Loq;']}
{'index': [1899, 1913], 'count': 2, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lnz;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lom;']}
{'index': [1925, 1982], 'count': 2, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lou;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lqx;']}
{'index': [1936, 2157], 'count': 2, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lpe;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lxj;']}
{'index': [1990, 1991, 2171], 'count': 3, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lre;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lrf;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lxx;']}
{'index': [2038, 2062], 'count': 2, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lsz;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Ltw;']}
{'index': [2088, 2091], 'count': 2, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Luv;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Luy;']}
{'index': [2095, 2097], 'count': 2, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lvb;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lvd;']}
{'index': [2220, 2226], 'count': 2, 'name': ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lzs;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lzy;']}
In [15]:
# check some label
for i in range(len(X_label)):
if(X_label[i] in ['0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lgp;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lss;', '0000a59c7999483cf9cf1fe4de99f11ad7c7243f___Lwo;']):
print(X[i])
[ 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
3.20000000e+01 0.00000000e+00 0.00000000e+00 1.00000000e+00
0.00000000e+00 0.00000000e+00 0.00000000e+00 1.53700000e+03
0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00]
[ 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
3.20000000e+01 0.00000000e+00 0.00000000e+00 1.00000000e+00
0.00000000e+00 0.00000000e+00 0.00000000e+00 1.53700000e+03
0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00]
[ 0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
0.00000000e+00 0.00000000e+00 1.00000000e+00 1.00000000e+00
3.20000000e+01 0.00000000e+00 0.00000000e+00 1.00000000e+00
0.00000000e+00 0.00000000e+00 0.00000000e+00 1.53700000e+03
0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
1.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
0.00000000e+00 1.00000000e+00 0.00000000e+00 0.00000000e+00
0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
0.00000000e+00 0.00000000e+00 0.00000000e+00 1.00000000e+00
0.00000000e+00 0.00000000e+00 1.00000000e+00 0.00000000e+00
0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00
0.00000000e+00 0.00000000e+00 0.00000000e+00 0.00000000e+00]
In [ ]:
Content source: ybdesire/apk_sdk_analysis
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