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logfiles.py
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import parsing
import processing
import analysis
from analysisFunctions import *
import os,cPickle
import dictionaries
import sys
base_dir="/scratch/logfile_data/"
def fullPipeline(filename,force_processing=False,force_read=False,search_data=True,result_data=True,
IP_data=True,session_data=True,term_data=True,usage_data=True,new_mapping=False,
timescale="Days",date_start="",date_end="",ffp=False,ffr=False):
"""Completely process a logfile
Goes through all the steps of processing and
analyzing a logfile, saving data at key points
to allow easy manipulation of specific steps
"""
force_full_processing=ffp
force_full_read=ffr
print "Reading Log: "+filename
file_hold = filename
if filename=="SPIRES" and date_start=="20110601":
date_start="20110602"
if filename=="INSPIRE" or filename=="SPIRES":
start_file_exists=os.path.isfile(base_dir+"proc/"+filename+"/log."+date_start)
end_file_exists=os.path.isfile(base_dir+"proc/"+filename+"/log."+date_end)
processed_file_exists=start_file_exists and end_file_exists
if force_read or not processed_file_exists:
if not os.path.isdir(base_dir+"proc/"+filename):
os.makedirs(base_dir+"proc/"+filename)
parsing.readLogFileByDay(filename,base_dir+"logs/",
base_dir+"proc/"+filename+"/log",
date_start,date_end,force_full_read)
else:
processed_file_exists=os.path.isdir(base_dir+"proc/"+filename)
if force_read or not processed_file_exists:
spires_log=(raw_input("SPIRES style logfile(y/n)? ")=="y")
if not processed_file_exists:
os.makedirs(base_dir+"proc/"+filename)
parsing.readLogFile(base_dir+"logs/"+filename+".log", base_dir+"proc/"+filename+"/log", spires_log)
print "Processing Log"
if filename=="INSPIRE" or filename=="SPIRES":
start_file_exists=os.path.isfile(base_dir+"data/"+filename+"/log_data."+date_start)
end_file_exists=os.path.isfile(base_dir+"data/"+filename+"/log_data."+date_end)
log_data_exists=start_file_exists and end_file_exists
file_count=0
if force_processing or not log_data_exists:
if not os.path.isdir(base_dir+"data/"+filename):
os.makedirs(base_dir+"data/"+filename)
log_data=[]
file_listing=sorted(os.listdir(base_dir+"proc/"+filename))
for log_file in file_listing:
if log_file>="log."+date_start and log_file<="log."+date_end:
file_count+=1
file_date=log_file[4:]
if file_count%15==0:
print "Loaded "+str(file_count)+" files"
if force_full_processing or not os.path.isfile(base_dir+"data/"+filename+"/log_data."+file_date):
raw_data=processing.readDataFile(base_dir+"proc/"+filename+"/"+log_file)
data_out = (processing.extractData(raw_data,base_dir+"data/"+filename+"/log_data."+file_date,
search_data,result_data,IP_data,
session_data,term_data,True))
cPickle.dump(data_out,open(base_dir+"data/"+filename+"/log_data."+file_date,'wb'))
else:
data_out = log_data.append(cPickle.load(open(base_dir+"data/"+filename+"/"+log_file,'rb')))
log_data.append(data_out)
#processing.writeDataParts(log_data,base_dir+"data/"+filename+"/log_data")
else:
log_data=[]
file_listing=sorted(os.listdir(base_dir+"data/"+filename))
for log_file in file_listing:
if log_file>="log_data."+date_start and log_file<="log_data."+date_end:
file_count+=1
if file_count%15==0:
print "Loaded "+str(file_count)+" files"
log_data.append(cPickle.load(open(base_dir+"data/"+filename+"/"+log_file,'rb')))
log_data=flattenTwoDeep(log_data)
search_data_p=log_data[0]
result_data_p=log_data[1]
term_data_p=log_data[2]
IP_data_p=log_data[3]
session_data_p=log_data[4][0]
num_days=log_data[4][1]
print num_days
#session_data=processing.processSessionData(raw_session_data)
#session_data_p=[session for part in session_data_parts for session in part]
else:
log_data_exists=os.path.isdir(base_dir+"data/"+filename)
if force_processing or not log_data_exists:
if not log_data_exists:
os.makedirs(base_dir+"data/"+filename)
raw_data=processing.readDataFile(base_dir+"proc/"+filename+"/log")
log_data=processing.extractData(raw_data,base_dir+"data/"+filename+"/log_data",
search_data,result_data,IP_data,
session_data,term_data)
#cPickle.dump(log_data,open(base_dir+"data/"+filename+"/log_data",'wb'))
processing.writeDataParts(log_data,base_dir+"data/"+filename+"/log_data")
else:
log_data=processing.readDataFile(base_dir+"data/"+filename+"/log_data")
search_data_p=log_data[0]
result_data_p=log_data[1]
term_data_p=log_data[2]
IP_data_p=log_data[3]
session_data_parts=log_data[4:]
#session_data=processing.processSessionData(raw_session_data)
session_data_p=[session for part in session_data_parts for session in part]
print "Building Institution Map"
dictionaries.getInstIPMap(IP_data_p[0], new_mapping)
print "Analyzing Data"
if not os.path.isdir(base_dir+"proc_data/"+filename):
os.makedirs(base_dir+"proc_data/"+filename)
save_dir=base_dir+"proc_data/"+filename+"/"
search_ret,result_ret,term_ret,IP_ret,session_ret,usage_ret=[],[],[],[],[],[]
#analysis.analyzeResultData(result_data_p, save_dir) # Broken
if IP_data:
IP_ret = analysis.analyzeIPData(IP_data_p, save_dir) # Broken
#analysis.analyzeSearchData(search_data_p, save_dir) # Processing Broken
if session_data:
session_ret = analysis.analyzeSessionData(session_data_p, save_dir)
if term_data:
term_ret = analysis.analyzeSpiresTermData(term_data_p, save_dir)
if usage_data:
usage_ret = analysis.analyzeUsage(session_data_p, save_dir,timescale)
print "Done"
return (search_ret,result_ret,term_ret,IP_ret,session_ret,usage_ret)
def compareIPAnalysis(log1,log2):
IP_log_1_ret = fullPipeline(log1, search_data=False, result_data=False,
session_data=False, term_data=False)[3]
IP_log_2_ret = fullPipeline(log2, search_data=False, result_data=False,
session_data=False, term_data=False)[3]
save_dir1=base_dir+"proc_data/"+log1+"/"
save_dir2=base_dir+"proc_data/"+log2+"/"
analysis.analyzeIPDataCompare(IP_log_1_ret, IP_log_2_ret, save_dir1, save_dir2)
def compareUsageAnalysis(log1,log2,timescale,date_start='',date_end=''):
usage_log_1_ret = fullPipeline(log1, IP_data=False, search_data=False, result_data=False,
session_data=False, term_data=False,timescale=timescale,
date_start=date_start,date_end=date_end)[5]
usage_log_2_ret = fullPipeline(log2, IP_data=False, search_data=False, result_data=False,
session_data=False, term_data=False,timescale=timescale,
date_start=date_start,date_end=date_end)[5]
save_dir1=base_dir+"proc_data/"+log1+"/"
save_dir2=base_dir+"proc_data/"+log2+"/"
analysis.compareUsage(usage_log_1_ret,usage_log_2_ret,
save_dir1, save_dir2, timescale)
def compare(filename1,filename2,force_processing,
force_read,search_data,result_data,IP_data,
session_data,term_data,usage_data,new_mapping,timescale,
date_start,date_end,force_full_processing,force_full_read,
usage,IP):
log_1_data = fullPipeline(filename1, force_processing, force_read,
search_data, result_data, IP_data,
session_data, term_data, usage_data,
new_mapping, timescale, date_start,
date_end, force_full_processing, force_full_read)
log_2_data = fullPipeline(filename2, force_processing, force_read,
search_data, result_data, IP_data,
session_data, term_data, usage_data,
new_mapping, timescale, date_start,
date_end, force_full_processing, force_full_read)
save_dir1=base_dir+"proc_data/"+filename1+"/"
save_dir2=base_dir+"proc_data/"+filename2+"/"
if usage:
analysis.compareUsage(log_1_data[5],log_2_data[5],
save_dir1, save_dir2, timescale)
if IP:
analysis.analyzeIPDataCompare(log_1_data[3], log_2_data[3],
save_dir1, save_dir2)
analysis.compareSessionData(log_1_data[4], log_2_data[4],
save_dir1, save_dir2)
def evalArgs(segments):
force_processing=False
force_read=False
force_full_processing=False
force_full_read=False
search_data=False
result_data=False
IP_data=False
usage_data=False
session_data=False
term_data=False
new_mapping=False
data_set=False
date_start="19910416"
date_end="21640101"
timescale="Weeks"
if "-date-start" in segments:
date_start=segments[segments.index("-date-start")+1]
if "-date-end" in segments:
date_end=segments[segments.index("-date-end")+1]
if "-timescale" in segments:
timescale=segments[segments.index("-timescale")+1]
if "-fr" in segments:
force_read=True
if "-fp" in segments:
force_processing=True
if "-ffr" in segments:
force_full_read=True
force_read=True
if "-ffp" in segments:
force_processing=True
force_full_processing=True
if "-s" in segments:
search_data=True
data_set=True
if "-r" in segments:
result_data=True
data_set=True
if "-i" in segments:
IP_data=True
data_set=True
if "-u" in segments:
usage_data=True
data_set=True
if "-e" in segments:
session_data=True
data_set=True
if "-t" in segments:
term_data=True
data_set=True
if "-n" in segments:
new_mapping=True
if segments[0]=="compareIP":
compareIPAnalysis(segments[1], segments[2])
elif segments[0]=="compareUsage":
compareUsageAnalysis(segments[1],segments[2],timescale,date_start,date_end)
elif segments[0]=="compare":
if not data_set:
search_data,result_data,IP_data,session_data,term_data,usage_data=True,True,True,True,True,True
compare(segments[1],segments[2],force_processing,
force_read,search_data,result_data,IP_data,
session_data,term_data,usage_data,new_mapping,timescale,
date_start,date_end,force_full_processing,force_full_read,
usage_data,IP_data)
elif segments[0]=="INSPIRE" or segments[0]=="SPIRES":
if not data_set:
search_data=result_data=IP_data=session_data=term_data=usage_data=True
fullPipeline(segments[0],force_processing,
force_read,search_data,result_data,IP_data,
session_data,term_data,usage_data,new_mapping,timescale,
date_start,date_end,force_full_processing,force_full_read)
elif data_set:
for logname in segments:
if '-'!=logname[0]:
fullPipeline(logname,force_processing,
force_read,search_data,result_data,IP_data,
session_data,term_data,usage_data,new_mapping,
ffp=force_full_processing,ffr=force_full_read)
else:
for logname in segments:
if '-'!=logname[0]:
fullPipeline(logname,force_processing=force_processing,
force_read=force_read,new_mapping=new_mapping,
ffp=force_full_processing,ffr=force_full_read)
def main(val=False):
"""Main control loop"""
input_stream=raw_input("> ")
while(input_stream):
segments=input_stream.split(' ')
evalArgs(segments)
input_stream=raw_input("> ")
segments = sys.argv[1:]
if segments:
evalArgs(segments)
else:
main()