How to use sh method in fMBT
Best Python code snippet using fMBT_python
strategeOneClass.py
Source:strategeOneClass.py 
1# -*- coding: utf-8 -*-2"""3Created on Wed Mar 01 15:51:28 20174ä¸ä¸ªå®æçç¥çç®åéåæµè¯5çåä¸æ¥è¡ç¥¨æ¶çä»·ãæ交é¢ä»¥åæ¢æç对ä»æ¥è¡ä»·çå½±å6@author: Administrator7"""8import pandas as pd9from pandas import DataFrame10import numpy as np11from sklearn import datasets, linear_model12import sys13from WindPy import *14from datetime import *15w.start()16#load data17datelist = []18datelistJan = []19datelistFeb = []20dateJan = 2017010121dateFeb = 2017020122for i in range(31):23 datelistJan.append(dateJan)24 dateJan += 125 26for i in range(28):27 datelistFeb.append(dateFeb)28 dateFeb += 129 30datelistJan.extend(datelistFeb)31datelist = datelistJan32class strategeOne():33 def __init__(self, datelist):34 self.datelist = datelist35 36 37 def get_reward(self,y_true, y_fit):38 R2 = 1 - np.sum((y_true - y_fit)**2) / np.sum((y_true - np.mean(y_true))**2)39 R = np.sign(R2) * np.sqrt(abs(R2))40 return(R)41 42 def summary(self):43 theta = []44 R = []45 for i in range(len(self.datelist)):46 print(i)47 date = self.datelist[i]48 strdate = str(date) 49 dateString = "tradeDate="+strdate+";priceAdj=U;cycle=D"50 #"tradeDate=20170227;priceAdj=U;cycle=D"51 52 data = 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dataPd = pd.DataFrame(data.Data)54 dataPd = dataPd.transpose()55 dataPd = dataPd.dropna()56 57 if dataPd.empty:58 continue59 else:60 mean_vals = dataPd.mean()61 sd_vals = dataPd.std()62 #dataPd.fillna(mean_vals,inplace=True)63 #normalized data64 dataPdNorm = (dataPd - mean_vals)/sd_vals65 66 xTrain = dataPdNorm.iloc[:,[0,2,3]]67 yTrain = dataPdNorm.iloc[:,1] 68 pricePrediction = linear_model.LinearRegression()69 pricePrediction.fit(xTrain,yTrain)70 theta.append(pricePrediction.coef_)71# print(yTrain)72# print(pricePrediction.predict(xTrain))73 R.append(self.get_reward(yTrain,pricePrediction.predict(xTrain)))74 75 thetaPd = pd.DataFrame(theta)76 summary = thetaPd.describe()77 #print(R,'\n')78 #print(theta)79 sys.stdout.write("\t""pre_close \t""amt \t""free_turn")80 print(summary)81 82if __name__ == '__main__' :83 #simpleBox(target_url = target_url)84 summary1 = strategeOne(datelist = datelist)...
sh_bison.js
Source:sh_bison.js
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sh_flex.js
Source:sh_flex.js
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relocate_sdk.py
Source:relocate_sdk.py
1#!/usr/bin/env python32#3# Copyright (c) 2012 Intel Corporation4#5# This program is free software; you can redistribute it and/or modify6# it under the terms of the GNU General Public License version 2 as7# published by the Free Software Foundation.8#9# This program is distributed in the hope that it will be useful,10# but WITHOUT ANY WARRANTY; without even the implied warranty of11# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.12# See the GNU General Public License for more details.13#14# You should have received a copy of the GNU General Public License15# along with this program; if not, write to the Free Software16# Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA17#18# DESCRIPTION19# This script is called by the SDK installer script. It replaces the dynamic20# loader path in all binaries and also fixes the SYSDIR paths/lengths and the21# location of ld.so.cache in the dynamic loader binary22#23# AUTHORS24# Laurentiu Palcu <laurentiu.palcu@intel.com>25#26import struct27import sys28import stat29import os30import re31import errno32if sys.version < '3':33 def b(x):34 return x35else:36 def b(x):37 return x.encode(sys.getfilesystemencoding())38old_prefix = re.compile(b("##DEFAULT_INSTALL_DIR##"))39def get_arch():40 f.seek(0)41 e_ident =f.read(16)42 ei_mag0,ei_mag1_3,ei_class = struct.unpack("<B3sB11x", e_ident)43 if (ei_mag0 != 0x7f and ei_mag1_3 != "ELF") or ei_class == 0:44 return 045 if ei_class == 1:46 return 3247 elif ei_class == 2:48 return 6449def parse_elf_header():50 global e_type, e_machine, e_version, e_entry, e_phoff, e_shoff, e_flags,\51 e_ehsize, e_phentsize, e_phnum, e_shentsize, e_shnum, e_shstrndx52 f.seek(0)53 elf_header = f.read(64)54 if arch == 32:55 # 32bit56 hdr_fmt = "<HHILLLIHHHHHH"57 hdr_size = 5258 else:59 # 64bit60 hdr_fmt = "<HHIQQQIHHHHHH"61 hdr_size = 6462 e_type, e_machine, e_version, e_entry, e_phoff, e_shoff, e_flags,\63 e_ehsize, e_phentsize, e_phnum, e_shentsize, e_shnum, e_shstrndx =\64 struct.unpack(hdr_fmt, elf_header[16:hdr_size])65def change_interpreter(elf_file_name):66 if arch == 32:67 ph_fmt = "<IIIIIIII"68 else:69 ph_fmt = "<IIQQQQQQ"70 """ look for PT_INTERP section """71 for i in range(0,e_phnum):72 f.seek(e_phoff + i * e_phentsize)73 ph_hdr = f.read(e_phentsize)74 if arch == 32:75 # 32bit76 p_type, p_offset, p_vaddr, p_paddr, p_filesz,\77 p_memsz, p_flags, p_align = struct.unpack(ph_fmt, ph_hdr)78 else:79 # 64bit80 p_type, p_flags, p_offset, p_vaddr, p_paddr, \81 p_filesz, p_memsz, p_align = struct.unpack(ph_fmt, ph_hdr)82 """ change interpreter """83 if p_type == 3:84 # PT_INTERP section85 f.seek(p_offset)86 # External SDKs with mixed pre-compiled binaries should not get87 # relocated so look for some variant of /lib88 fname = f.read(11)89 if fname.startswith(b("/lib/")) or fname.startswith(b("/lib64/")) or \90 fname.startswith(b("/lib32/")) or fname.startswith(b("/usr/lib32/")) or \91 fname.startswith(b("/usr/lib32/")) or fname.startswith(b("/usr/lib64/")):92 break93 if p_filesz == 0:94 break95 if (len(new_dl_path) >= p_filesz):96 print("ERROR: could not relocate %s, interp size = %i and %i is needed." \97 % (elf_file_name, p_memsz, len(new_dl_path) + 1))98 break99 dl_path = new_dl_path + b("\0") * (p_filesz - len(new_dl_path))100 f.seek(p_offset)101 f.write(dl_path)102 break103def change_dl_sysdirs(elf_file_name):104 if arch == 32:105 sh_fmt = "<IIIIIIIIII"106 else:107 sh_fmt = "<IIQQQQIIQQ"108 """ read section string table """109 f.seek(e_shoff + e_shstrndx * e_shentsize)110 sh_hdr = f.read(e_shentsize)111 if arch == 32:112 sh_offset, sh_size = struct.unpack("<16xII16x", sh_hdr)113 else:114 sh_offset, sh_size = struct.unpack("<24xQQ24x", sh_hdr)115 f.seek(sh_offset)116 sh_strtab = f.read(sh_size)117 sysdirs = sysdirs_len = ""118 """ change ld.so.cache path and default libs path for dynamic loader """119 for i in range(0,e_shnum):120 f.seek(e_shoff + i * e_shentsize)121 sh_hdr = f.read(e_shentsize)122 sh_name, sh_type, sh_flags, sh_addr, sh_offset, sh_size, sh_link,\123 sh_info, sh_addralign, sh_entsize = struct.unpack(sh_fmt, sh_hdr)124 name = sh_strtab[sh_name:sh_strtab.find(b("\0"), sh_name)]125 """ look only into SHT_PROGBITS sections """126 if sh_type == 1:127 f.seek(sh_offset)128 """ default library paths cannot be changed on the fly because """129 """ the string lengths have to be changed too. """130 if name == b(".sysdirs"):131 sysdirs = f.read(sh_size)132 sysdirs_off = sh_offset133 sysdirs_sect_size = sh_size134 elif name == b(".sysdirslen"):135 sysdirslen = f.read(sh_size)136 sysdirslen_off = sh_offset137 elif name == b(".ldsocache"):138 ldsocache_path = f.read(sh_size)139 new_ldsocache_path = old_prefix.sub(new_prefix, ldsocache_path)140 new_ldsocache_path = new_ldsocache_path.rstrip(b("\0"))141 if (len(new_ldsocache_path) >= sh_size):142 print("ERROR: could not relocate %s, .ldsocache section size = %i and %i is needed." \143 % (elf_file_name, sh_size, len(new_ldsocache_path)))144 sys.exit(-1)145 # pad with zeros146 new_ldsocache_path += b("\0") * (sh_size - len(new_ldsocache_path))147 # write it back148 f.seek(sh_offset)149 f.write(new_ldsocache_path)150 elif name == b(".gccrelocprefix"):151 offset = 0152 while (offset + 4096) <= sh_size:153 path = f.read(4096)154 new_path = old_prefix.sub(new_prefix, path)155 new_path = new_path.rstrip(b("\0"))156 if (len(new_path) >= 4096):157 print("ERROR: could not relocate %s, max path size = 4096 and %i is needed." \158 % (elf_file_name, len(new_path)))159 sys.exit(-1)160 # pad with zeros161 new_path += b("\0") * (4096 - len(new_path))162 #print "Changing %s to %s at %s" % (str(path), str(new_path), str(offset))163 # write it back164 f.seek(sh_offset + offset)165 f.write(new_path)166 offset = offset + 4096167 if sysdirs != "" and sysdirslen != "":168 paths = sysdirs.split(b("\0"))169 sysdirs = b("")170 sysdirslen = b("")171 for path in paths:172 """ exit the loop when we encounter first empty string """173 if path == b(""):174 break175 new_path = old_prefix.sub(new_prefix, path)176 sysdirs += new_path + b("\0")177 if arch == 32:178 sysdirslen += struct.pack("<L", len(new_path))179 else:180 sysdirslen += struct.pack("<Q", len(new_path))181 """ pad with zeros """182 sysdirs += b("\0") * (sysdirs_sect_size - len(sysdirs))183 """ write the sections back """184 f.seek(sysdirs_off)185 f.write(sysdirs)186 f.seek(sysdirslen_off)187 f.write(sysdirslen)188# MAIN189if len(sys.argv) < 4:190 sys.exit(-1)191# In python > 3, strings may also contain Unicode characters. So, convert192# them to bytes193if sys.version_info < (3,):194 new_prefix = sys.argv[1]195 new_dl_path = sys.argv[2]196else:197 new_prefix = sys.argv[1].encode()198 new_dl_path = sys.argv[2].encode()199executables_list = sys.argv[3:]200for e in executables_list:201 perms = os.stat(e)[stat.ST_MODE]202 if os.access(e, os.W_OK|os.R_OK):203 perms = None204 else:205 os.chmod(e, perms|stat.S_IRWXU)206 try:207 f = open(e, "r+b")208 except IOError:209 exctype, ioex = sys.exc_info()[:2]210 if ioex.errno == errno.ETXTBSY:211 print("Could not open %s. File used by another process.\nPlease "\212 "make sure you exit all processes that might use any SDK "\213 "binaries." % e)214 else:215 print("Could not open %s: %s(%d)" % (e, ioex.strerror, ioex.errno))216 sys.exit(-1)217 # Save old size and do a size check at the end. Just a safety measure.218 old_size = os.path.getsize(e)219 if old_size >= 64:220 arch = get_arch()221 if arch:222 parse_elf_header()223 change_interpreter(e)224 change_dl_sysdirs(e)225 """ change permissions back """226 if perms:227 os.chmod(e, perms)228 f.close()229 if old_size != os.path.getsize(e):230 print("New file size for %s is different. Looks like a relocation error!", e)...
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