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OsmContributorStats.py
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#-*- coding: utf-8 -*-
'''
#!/usr/bin/python
'''
#========================================================================="
# OsmContributorStats.py
# Version 0.3.1
# Pierre Beland, 08-2014
# See https://github.com/pierzen/osm-contributor-stats/README.md
#========================================================================="
#__version__ = '0.3.1'
import ast, csv, os, sys, json, math
from pprint import pprint
from datetime import datetime
from datetime import timedelta
import gettext
class OsmContributorStats:
def __init__(self, rep=None, lang="en", debug = False):
self.rep=rep
# debug
self._debug = debug
# translation : french and english available
#LOCALE_PATHS = ('/home/mathx/crepes_bretonnes/locale/',)
# tuto : http://fr.openclassrooms.com/informatique/cours/developpez-votre-site-web-avec-le-framework-django/sortez-vos-dictionnaires-place-a-la-traduction
if lang in ["en","fr"] : self.lang=lang
else : self.lang="en"
module_dir= os.getcwd()
_ = gettext.translation(self.lang,module_dir , fallback=True).ugettext
# trad.textdomain("OsmContributorStats")
#_ = trad.ugettext
print _('List of Changesets excluded')
#translation.activate(self.lang)
print "lang=",self.lang
def __del__(self):
return None
def verif_users(self,users):
try:
users
except NameError:
team_from=1
team_to=1
users=[None]*2
users[0]=[""]
print "users do not exist, create it :", users
else:
if users != None:
print "users existe : ",users
else:
team_from=0
team_to=0
users=[None]*2
users[0]=[""]
print 'users=none non defini, valeur par defaut, vide ', users
return users
#=========================================================
"""
The following block determine changeset to flag for exclusion based on the surface of the BBOX. The objective is to eliminate from BOTS and Massive edites that covers part of the world objects that are outside of the Study zone. The critera is to flag the changests for which the surface is at least ten times larger then the bbox of the Study zone.
"""
def distance_on_unit_sphere(self, lat1, lon1, lat2, lon2):
#source 2013-09-09 http://www.johndcook.com/python_lonitude_latitude.html public domain
# Convert latitude and longitude to
# spherical coordinates in radians.
# to avoid math domain error, value modified if 180.0
"""
if (lon1>=180.0) :
lon1=179.95
if (lon1<=-180.0) :
lon1=-179.95
if (lon2>=180.0) :
lon2=179.95
if (lon2<=-180.0) :
lon2=-179.95
"""
degrees_to_radians = math.pi/180.0
# phi = 90 - latitude
phi1 = (90.0 - float(lat1))*degrees_to_radians
phi2 = (90.0 - float(lat2))*degrees_to_radians
# theta = longitude
theta1 = float(lon1)*degrees_to_radians
theta2 = float(lon2)*degrees_to_radians
# Compute spherical distance from spherical coordinates.
# For two locations in spherical coordinates
# (1, theta, phi) and (1, theta, phi)
# cosine( arc length ) =
# sin phi sin phi' cos(theta-theta') + cos phi cos phi'
# distance = rho * arc length
cos = (math.sin(phi1)*math.sin(phi2)*math.cos(theta1 - theta2) +
math.cos(phi1)*math.cos(phi2))
if cos>0.9999 : arc=0.0
else : arc = math.acos( cos )
# Remember to multiply arc by the radius of the earth
# in your favorite set of units to get length.
return arc
def calc_dims_bbox(self, lat1,lon1,lat2,lon2):
radius = 6372.8 # earth's mean radium in km
dist=radius*self.distance_on_unit_sphere(lat1,lon1,lat2,lon2)
dist_lat=radius*self.distance_on_unit_sphere(lat1,lon1,lat2,lon1)
dist_lon=radius*self.distance_on_unit_sphere(lat1,lon1,lat1,lon2)
surface=dist_lat*dist_lon
dims={};dims["dist"]=dist
dims["dist_lat"]=dist_lat
dims["dist_lon"]=dist_lon
dims["surface"]=surface
return dims
def open_file(filename,filemode) :
try:
fp = open(filename,filemode)
except IOError as e:
if e.errno == errno.EACCES:
return
# Not a permission error.
raise
else:
return fp
return
def Changesets_to_Exclude(self,nom_changeset_list,min_lon,max_lon,min_lat,max_lat,csv_dim) :
os.chdir(self.rep)
if self._debug: print "debug: rep=" + os.getcwd()
if self._debug: print "debug: nom_changeset_list=" + str(nom_changeset_list)
if self._debug: print os.listdir(self.rep)
try:
fi_changesets_list = open(nom_changeset_list, 'r')
except:
sys.exit ("\n ERROR OsmContributorStats, Changesets_Contributor_Statistics function.\n Directory " + self.rep+", Filename "+ nom_changeset_list + " not found.\n Note that parameters from_date, to_date and prefix should be the same as in API6_Collect_Changesets function.\n" )
if ((min_lon-max_lon)<0.0001) and ((max_lat-min_lat)<0.0001):
dims_bbox={"dist":1.0, "dist_lat":1.0,"dist_lon":1.0,"surface":1}
else: dims_bbox=self.calc_dims_bbox(min_lat,min_lon,max_lat,max_lon)
surface_bbox=dims_bbox["surface"]
if (surface_bbox==0): surface_bbox=0.1
nb=0
exclusion=[]
exclusion.append(9)
for read_list in fi_changesets_list.readlines():
changesets_list=ast.literal_eval(read_list)
# one line contains many changeset lists
""" changeset_list
{17145613: {u'uid': 1692003, u'open': False,
u'min_lat': u'-38.9458371',
u'created_at': u'2013-07-29T22:01:24Z',
u'max_lon': u'-3.697719',
u'tag': {u'comment': u'Casa Neuquen Basavilbaso 1075', u'imagery_used': u'Bing', u'created_by': u'iD 1.0.1'},
u'user': u'Kiter Simha', u'max_lat': u'40.4168397', u'min_lon': u'-74.4806297', u'closed_at': u'2013-07-29T22:01:27Z',
u'id': 17145613}
"""
for obs in changesets_list:
nb+=1
lon1=changesets_list[obs]["min_lon"]
lon2=changesets_list[obs]["max_lon"]
lat1=changesets_list[obs]["min_lat"]
lat2=changesets_list[obs]["max_lat"]
exclu=0
if (lon1==lon2) and (lat1==lat2):
dims_changeset={"dist":1, "dist_lat":1, "dist_lon":1, "surface":1}
ratio=0
else:
dims_changeset=self.calc_dims_bbox(lat1,lon1,lat2,lon2)
ratio=dims_changeset["surface"]/surface_bbox
if ratio >= 100 :
exclusion.append(obs)
exclu=1
tag=changesets_list[obs]["tag"]
if (nb==1): pprint(tag)
comment=""
created_by=""
csv_dim_txt=changesets_list[obs]["user"].encode('utf-8')+"\t "+str(obs)+"\t "+str(exclu)
csv_dim_txt+="\t "+str(lat1)+"\t "+str(lon1)+"\t "+str(lat2)+"\t "+str(lon2)+"\t "+str(surface_bbox)
csv_dim_txt+="\t "+str(dims_changeset["surface"])+"\t "+ str(ratio)
csv_dim_txt+="\t "+comment +"\t "+created_by +"\n"
csv_dim.write(csv_dim_txt)
csv_dim.flush()
fi_changesets_list.close()
if len(exclusion)>1 : exclusion.remove(9)
#fi_changesets_objects.close()
return exclusion
#=========================================================
def stats_init(self, ):
zero={"changeset":0, "objects":0, "objects_c":0, "objects_m":0, "objects_d":0, "node_c":0, "way_c":0, "relation_c":0,"node_m":0, "way_m":0, "relation_m":0,"node_d":0, "way_d":0, "relation_d":0, "node_amenity":0, "node_shop":0, "node_craft":0, "node_office":0, "node_power":0, "node_place":0, "node_man_made":0, "node_history":0, "node_tourism":0, "node_leisure":0,"poi_total_nodes": 0, "way_highway":0, "way_waterway":0, "way_building":0, "way_landuse":0, "way_man_made":0}
return zero
def stats_sum_changeset_node(self, changeset, flag_excluded, stats, stats_excluded, id):
#stats_excluded a enlever de liste de variables
if(changeset["action"] == "create") :
#print "create id=",id
if changeset["type"] == "node" :
stats[id]["stat"]["node_c"] += 1
if "tag" in changeset["data"]:
if ("amenity" in changeset["data"]["tag"]) :
stats[id]["stat"]["node_amenity"] += 1
elif ("shop" in changeset["data"]["tag"]) :
stats[id]["stat"]["node_shop"] += 1
elif ("craft" in changeset["data"]["tag"]) :
stats[id]["stat"]["node_craft"] += 1
elif ("office" in changeset["data"]["tag"]) :
stats[id]["stat"]["node_office"] += 1
elif ("power" in changeset["data"]["tag"]) :
stats[id]["stat"]["node_power"] += 1
elif ("place" in changeset["data"]["tag"]) :
stats[id]["stat"]["node_place"] += 1
elif ("man_made" in changeset["data"]["tag"]) :
stats[id]["stat"]["node_man_made"] += 1
elif ("history" in changeset["data"]["tag"]) :
stats[id]["stat"]["node_history"] += 1
elif ("tourism" in changeset["data"]["tag"]) :
stats[id]["stat"]["node_tourism"] += 1
elif ("leisure" in changeset["data"]["tag"]) :
stats[id]["stat"]["node_leisure"] += 1
elif(changeset["action"] == "modify") :
if changeset["type"] == "node" :
stats[id]["stat"]["node_m"] += 1
elif(changeset["action"] == "delete") :
if changeset["type"] == "node" :
stats[id]["stat"]["node_d"] += 1
else:
print "ERROR"
stats[id]["stat"]["objects_c"]=stats[id]["stat"]["node_c"]
stats[id]["stat"]["objects_m"]=stats[id]["stat"]["node_m"]
stats[id]["stat"]["objects_d"]=stats[id]["stat"]["node_d"]
stats[id]["stat"]["objects"]=stats[id]["stat"]["objects_c"]+stats[id]["stat"]["objects_m"]+stats[id]["stat"]["objects_d"]
stats[id]["stat"]["poi_total_nodes"]= stats[id]["stat"]["node_amenity"] + stats[id]["stat"]["node_shop"]+ stats[id]["stat"]["node_craft"] + stats[id]["stat"]["node_office"]+ stats[id]["stat"]["node_power"] + stats[id]["stat"]["node_place"]+ stats[id]["stat"]["node_man_made"] + stats[id]["stat"]["node_history"]+ stats[id]["stat"]["node_tourism"] + stats[id]["stat"]["node_leisure"]
return stats, stats_excluded
def stats_sum_changeset_way_relation(self, changeset, flag_excluded, stats, stats_excluded, id):
if(changeset["action"] == "create") :
if changeset["type"] == "way":
stats[id]["stat"]["way_c"] += 1
if "tag" in changeset["data"]:
if ("highway" in changeset["data"]["tag"]) :
stats[id]["stat"]["way_highway"] += 1
elif ("waterway" in changeset["data"]["tag"]) :
stats[id]["stat"]["way_waterway"] += 1
elif ("building" in changeset["data"]["tag"]) :
stats[id]["stat"]["way_building"] += 1
elif ("landuse" in changeset["data"]["tag"]) :
stats[id]["stat"]["way_landuse"] += 1
elif ("man_made" in changeset["data"]["tag"]) :
stats[id]["stat"]["way_man_made"] += 1
elif changeset["type"] == "relation":
stats[id]["stat"]["relation_c"] += 1
elif(changeset["action"] == "modify") :
if changeset["type"] == "way":
stats[id]["stat"]["way_m"] += 1
elif changeset["type"] == "relation":
stats[id]["stat"]["relation_m"] += 1
elif(changeset["action"] == "delete") :
if changeset["type"] == "way":
stats[id]["stat"]["way_d"] += 1
elif changeset["type"] == "relation":
stats[id]["stat"]["relation_d"] += 1
else:
print "ERROR"
stats[id]["stat"]["objects_c"]=stats[id]["stat"]["node_c"]+stats[id]["stat"]["way_c"]+stats[id]["stat"]["relation_c"]
stats[id]["stat"]["objects_m"]=stats[id]["stat"]["node_m"]+stats[id]["stat"]["way_m"]+stats[id]["stat"]["relation_m"]
stats[id]["stat"]["objects_d"]=stats[id]["stat"]["node_d"]+stats[id]["stat"]["way_d"]+stats[id]["stat"]["relation_d"]
#stats[id]["stat"]["objects"]=stats[id]["stat"]["node_c"]+stats[id]["stat"]["node_m"]+stats[id]["stat"]["node_d"]+stats[id]["stat"]["way_c"]+stats[id]["stat"]["way_m"]+stats[id]["stat"]["way_d"]+stats[id]["stat"]["relation_c"]+stats[id]["stat"]["relation_m"]+stats[id]["stat"]["relation_d"]
stats[id]["stat"]["objects"]=stats[id]["stat"]["objects_c"]+stats[id]["stat"]["objects_m"]+stats[id]["stat"]["objects_d"]
#if (self._debug) : print "total objects ",str(id),str(stats[id]["stat"]["objects"])
return stats, stats_excluded
def stats_sum_changeset(self, changeset, flag_excluded, stats, stats_excluded, id):
if(changeset["action"] == "create") :
if changeset["type"] == "node" :
stats[id]["stat"]["node_c"] += 1
if "tag" in changeset["data"]:
if ("amenity" in changeset["data"]["tag"]) :
stats[id]["stat"]["node_amenity"] += 1
elif ("shop" in changeset["data"]["tag"]) :
stats[id]["stat"]["node_shop"] += 1
elif ("craft" in changeset["data"]["tag"]) :
stats[id]["stat"]["node_craft"] += 1
elif ("office" in changeset["data"]["tag"]) :
stats[id]["stat"]["node_office"] += 1
elif ("power" in changeset["data"]["tag"]) :
stats[id]["stat"]["node_power"] += 1
elif ("place" in changeset["data"]["tag"]) :
stats[id]["stat"]["node_place"] += 1
elif ("man_made" in changeset["data"]["tag"]) :
stats[id]["stat"]["node_man_made"] += 1
elif ("history" in changeset["data"]["tag"]) :
stats[id]["stat"]["node_history"] += 1
elif ("tourism" in changeset["data"]["tag"]) :
stats[id]["stat"]["node_tourism"] += 1
elif ("leisure" in changeset["data"]["tag"]) :
stats[id]["stat"]["node_leisure"] += 1
elif changeset["type"] == "way":
stats[id]["stat"]["way_c"] += 1
if "tag" in changeset["data"]:
if ("highway" in changeset["data"]["tag"]) :
stats[id]["stat"]["way_highway"] += 1
elif ("waterway" in changeset["data"]["tag"]) :
stats[id]["stat"]["way_waterway"] += 1
elif ("building" in changeset["data"]["tag"]) :
stats[id]["stat"]["way_building"] += 1
elif ("landuse" in changeset["data"]["tag"]) :
stats[id]["stat"]["way_landuse"] += 1
elif ("man_made" in changeset["data"]["tag"]) :
stats[id]["stat"]["way_man_made"] += 1
elif changeset["type"] == "relation":
stats[id]["stat"]["relation_c"] += 1
elif(changeset["action"] == "modify") :
if changeset["type"] == "node" :
stats[id]["stat"]["node_m"] += 1
elif changeset["type"] == "way":
stats[id]["stat"]["way_m"] += 1
elif changeset["type"] == "relation":
stats[id]["stat"]["relation_m"] += 1
elif(changeset["action"] == "delete") :
if changeset["type"] == "node" :
stats[id]["stat"]["node_d"] += 1
elif changeset["type"] == "way":
stats[id]["stat"]["way_d"] += 1
elif changeset["type"] == "relation":
stats[id]["stat"]["relation_d"] += 1
else:
print "ERROR"
stats[id]["stat"]["objects_c"]=stats[id]["stat"]["node_c"]+stats[id]["stat"]["way_c"]+stats[id]["stat"]["relation_c"]
stats[id]["stat"]["objects_m"]=stats[id]["stat"]["node_m"]+stats[id]["stat"]["way_m"]+stats[id]["stat"]["relation_m"]
stats[id]["stat"]["objects_d"]=stats[id]["stat"]["node_d"]+stats[id]["stat"]["way_d"]+stats[id]["stat"]["relation_d"]
stats[id]["stat"]["objects"]=stats[id]["stat"]["objects_c"]+stats[id]["stat"]["objects_m"]+stats[id]["stat"]["objects_d"]
stats[id]["stat"]["poi_total_nodes"]= stats[id]["stat"]["node_amenity"] + stats[id]["stat"]["node_shop"]+ stats[id]["stat"]["node_craft"] + stats[id]["stat"]["node_office"]+ stats[id]["stat"]["node_power"] + stats[id]["stat"]["node_place"]+ stats[id]["stat"]["node_man_made"] + stats[id]["stat"]["node_history"]+ stats[id]["stat"]["node_tourism"] + stats[id]["stat"]["node_leisure"]
return stats, stats_excluded
def max_datetime(self, changesets):
vdate=[]
maxdate='1'
for id in changesets:
if changesets[id]["created_at"]>maxdate:
maxdate=changesets[id]["created_at"]
t_date=datetime.strptime(maxdate,'%Y-%m-%dT%H:%M:%SZ')
t_date2=t_date+timedelta(seconds=1)
txt_maxdate = datetime.strftime(t_date2,'%Y-%m-%d %H:%M:%S')
return txt_maxdate
def min_datetime(self, changesets):
vdate=[]
mindate='1'
for id in changesets:
if changesets[id]["closed_at"]<mindate:
mindate=changesets[id]["closed_at"]
t_date=datetime.strptime(mindate,'%Y-%m-%dT%H:%M:%SZ')
t_date2=t_date+timedelta(seconds=1)
txt_mindate = datetime.strftime(t_date2,'%Y-%m-%d %H:%M:%S')
return txt_mindate
def appendChangesetsDict(self, changesets1,changesets2):
# NOTE : changesets are updated by id. This avoids duplicates in case a changeset is open before and closed after the new start time.
nb1=len(changesets1)
nb2=len(changesets2)
if (self._debug) :
print "debug appendChangesetsDict ", nb1, nb2
if nb1>0 and nb2>0 :
for id in changesets2 :
changesets1[id]=changesets2[id]
else:
if nb2 : changesets1=changesets2
if (self._debug) :
print "debug appendChangesetsDict changesets1 ", len(changesets1)
return changesets1
def getChangesets_max_min(self, username,min_lon, min_lat, max_lon, max_lat,
date_from, date_to):
from __main__ import osmApi
if (self._debug): print "self.getChangesets("+str(username)+","+str(min_lon)+","+str(min_lat)+","+str(max_lon)+","+str(max_lat)+","+str(date_from)+","+str(date_to)+")"
fini=0
iter=0
changesets={}
while (fini==0) :
iter+=1
if (self._debug) : print username,iter,date_from, date_to
s_changesets = osmApi.ChangesetsGet(min_lon, min_lat, max_lon, max_lat,
username=username, closed_after=date_from,
created_before=date_to)
if (self._debug) : print "** debug getChangesets_max_min ** nb_changesets=",len(changesets), ", nb_s_changesets=",len(s_changesets)
if iter==1 : changesets=s_changesets
else : changesets=self.appendChangesetsDict(changesets,s_changesets)
if (self._debug) : print "** debug getChangesets ** nb_changesets=",len(changesets)
# protection indefinite loops
if iter>=5 :
print "\n**WARNING** ===============\nFUNCTION GETCHANGESET INTERRUPTED after 5 LOOPS\n==================\n"
break
if len(s_changesets)<100 :
fini=1
break
if len(s_changesets)==0 :
fini=1
break
date_from=self.max_datetime(s_changesets)
if date_from==date_to :
date_to=self.min_datetime(s_changesets)
if (self._debug) : print username,iter,date_from, date_to, "** mindate **"
if date_from!=date_to :
s_changesets = osmApi.ChangesetsGet(min_lon, min_lat, max_lon, max_lat,
username=username, closed_after=date_from,
created_before=date_to)
if (self._debug) : print "** debug getChangesets ** nb_changesets=",len(changesets), ", nb_s_changesets=",len(s_changesets)
fini=1
return changesets
def getChangesets(self, username,min_lon, min_lat, max_lon, max_lat,
date_from, date_to):
from __main__ import osmApi
# Time Segments command stack to extract changesets. Push segments and pop-up one by one. When 100 extracts returned, the specific Time segment is split in two segments and they are pushed to the stack.
str_to_date=str(date_to)[0:10]+"Z00:00:00T"
dt = datetime.strptime(str_to_date, "%Y-%m-%dZ%H:%M:%ST")
#global changesets
changesets=[]
#1st step : 24h
s_changesets=[]
#if (username.lstrip()==" "): username=""
if(self._debug) : print "\n", dt, " >> ChangesetsGet(username=(",username, "), date_from=", date_from, ", date_to=", date_to
if (username.lstrip()==" "):
s_changesets = osmApi.ChangesetsGet(min_lon, min_lat, max_lon, max_lat,
closed_after=date_from,
created_before=date_to)
else :
s_changesets = osmApi.ChangesetsGet(min_lon, min_lat, max_lon, max_lat,
username=username, closed_after=date_from,
created_before=date_to)
if(self._debug): print "\n", dt, " >> iter=0 nb s_changesets=",len(s_changesets)
if len(s_changesets)<100:
changesets=s_changesets
if (self._debug) : print dt, " === + nb s_changesets=",len(s_changesets), " = nb changesets=",len(changesets), " ==="
# extract completed for the day
else:
# 2nd step : if more then 100 changesets for step1, then time slices to collect changesets
time_segments=[]
# Time segments
#0 : minute from beginning of day
#1 : duration in minutes
# Start strategy - day time segments 60 minutes
time_segments.append([0,420])
time_segments.append([420,60])
time_segments.append([480,60])
time_segments.append([540,60])
time_segments.append([600,60])
time_segments.append([660,60])
time_segments.append([720,60])
time_segments.append([780,60])
time_segments.append([840,60])
time_segments.append([900,60])
time_segments.append([960,60])
time_segments.append([1020,420])
fini=0
iter=0
# protection infinite loop
max_iter=200
while (fini==0) :
iter+=1
if (self._debug): print "** debug ** time segments, iter=",iter,"\n",time_segments
time_segment= time_segments.pop()
if (self._debug): print "** debug ** time segment=", time_segment
dt_from=dt+timedelta(minutes=time_segment[0])
dt_to=dt+timedelta(minutes=(time_segment[0]+time_segment[1]))
date_from=dt_from.strftime('%Y-%m-%dZ%H:%M:%ST')
date_to=dt_to.strftime('%Y-%m-%dZ%H:%M:%ST')
if (self._debug): print username,iter,date_from, date_to
s_changesets=[]
s_changesets = osmApi.ChangesetsGet(min_lon, min_lat, max_lon, max_lat,
username=username, closed_after=date_from,
created_before=date_to)
if(self._debug): print "\n", dt, " >> iter ",iter, " nb s_changesets=",len(s_changesets)
if len(s_changesets)<100:
if iter==1 : changesets=s_changesets
else : changesets=self.appendChangesetsDict(changesets,s_changesets)
if (self._debug) : print "=== + nb s_changesets=",len(s_changesets), " = nb changesets=",len(changesets), " ==="
# protection infinite loop
if iter>=max_iter :
print "\n Daily procedure interrupted, maximum iteration is ", max_iter, "\n"
break
if (len(s_changesets)>99) :
# divide time segment in two portions
half_time=time_segment[1]/2
minute_1=time_segment[0]
minute_2=minute_1+half_time
if(self._debug): print ">> iter ", iter, " split in 2 time_segments (limit 100 changesets)"
if(self._debug): print " minute_1=", minute_1, " minute_2=", minute_2, " minutes=", half_time
time_segment_1=[minute_1,half_time]
time_segments.append(time_segment_1)
if(self._debug): print ">> iter ", iter, " + n_time_segment 1 ", time_segment_1, "\n", time_segments
time_segment_2=[minute_2,half_time]
time_segments.append(time_segment_2)
if(self._debug): print ">> iter ", iter, " + n_time_segment 2 ", time_segment_2, "\n", time_segments
if len(time_segments)==0 :
fini=1
if(self._debug): print ">> TOTAL nb changesets=",len(changesets)
break
return changesets
def getChangesetHist(self, cid,ekip,fi_changesets_objects):
from __main__ import osmApi
stat= {"changeset":0}
for changesetData in osmApi.ChangesetDownload(cid):
changesetData["ekip"]=ekip
fi_changesets_objects.write(str(changesetData)+" \n")
fi_changesets_objects.flush()
changeset_json=json.dumps(changesetData,sort_keys=True)
return stat
def getChangesetStats(self, cid):
from __main__ import osmApi
stat= {"changeset":0,"node_c":0, "way_c":0, "relation_c":0,"node_m":0, "way_m":0, "relation_m":0,"node_d":0, "way_d":0, "relation_d":0, "node_amenity":0, "node_shop":0, "node_craft":0, "node_office":0, "node_power":0, "node_place":0, "node_man_made":0, "node_history":0, "node_tourism":0, "node_leisure":0, "way_highway":0, "way_waterway":0, "way_building":0, "way_landuse":0, "way_man_made":0, "flag_outside_zone":""}
for changesetData in osmApi.ChangesetDownload(cid):
fi_changesets_objects.write(str(changesetData)+" \n")
fi_changesets_objects.flush()
if(changesetData["action"] == "create") :
if changesetData["type"] == "node" :
stat["node_c"] += 1
if "tag" in changesetData["data"]:
if ("amenity" in changesetData["data"]["tag"]) :
stat["node_amenity"] += 1
elif ("shop" in changesetData["data"]["tag"]) :
stat["node_shop"] += 1
elif ("craft" in changesetData["data"]["tag"]) :
stat["node_craft"] += 1
elif ("office" in changesetData["data"]["tag"]) :
stat["node_office"] += 1
elif ("power" in changesetData["data"]["tag"]) :
stat["node_power"] += 1
elif ("place" in changesetData["data"]["tag"]) :
stat["node_place"] += 1
elif ("man_made" in changesetData["data"]["tag"]) :
stat["node_man_made"] += 1
elif ("history" in changesetData["data"]["tag"]) :
stat["node_history"] += 1
elif ("tourism" in changesetData["data"]["tag"]) :
stat["node_tourism"] += 1
elif ("leisure" in changesetData["data"]["tag"]) :
stat["node_leisure"] += 1
elif changesetData["type"] == "way":
stat["way_c"] += 1
if "tag" in changesetData["data"]:
if ("highway" in changesetData["data"]["tag"]) :
stat["way_highway"] += 1
elif ("waterway" in changesetData["data"]["tag"]) :
stat["way_waterway"] += 1
elif ("building" in changesetData["data"]["tag"]) :
stat["way_building"] += 1
elif ("landuse" in changesetData["data"]["tag"]) :
stat["way_landuse"] += 1
elif ("man_made" in changesetData["data"]["tag"]) :
stat["way_man_made"] += 1
elif changesetData["type"] == "relation":
stat["relation_c"] += 1
elif(changesetData["action"] == "modify") :
if changesetData["type"] == "node" :
stat["node_m"] += 1
elif changesetData["type"] == "way":
stat["way_m"] += 1
elif changesetData["type"] == "relation":
stat["relation_m"] += 1
elif(changesetData["action"] == "delete") :
if changesetData["type"] == "node" :
stat["node_d"] += 1
elif changesetData["type"] == "way":
stat["way_d"] += 1
elif changesetData["type"] == "relation":
stat["relation_d"] += 1
else:
print "ERROR"
return stat
def updateStat(self, dict1, dict2):
return dict((n, dict2.get(n, 0)+ dict2.get(n, 0)) for n in set(dict1)|set(dict2))
def daterange(self, start_date, end_date):
if (self._debug) : print "daterange : " + str(range(int ((end_date - start_date).days +1)))
for n in range(int ((end_date - start_date).days +1)):
if (self._debug) : print "daterange : " + str(n)
yield start_date + timedelta(n)
return
def daily_hist(self, username,min_lon, min_lat, max_lon,max_lat,single_date,
t_from_date,t_to_date,fi_changesets_list,fi_changesets_objects,ekip,stats,stats_team) :
if (self._debug) : print "daily statistics, single_date="+str(single_date)[0:10]
date_from=str(t_from_date)[0:10]+"T00:00:00Z"
date_to=str(t_from_date)[0:10]+"T23:59:59Z"
if (self._debug) : print str(date_from)
if (self._debug) : print str(date_to)
if (username==" "):username=""
if (self._debug) : print "username=(",username,")"
changesets = self.getChangesets(username,min_lon, min_lat, max_lon,
max_lat, date_from, date_to)
nb_daily_changesets=len(changesets)
if (self._debug) : print "Daily TOTAL nb_changesets=", nb_daily_changesets
print str(date_from), str(date_to),len(changesets)
if (nb_daily_changesets>0):
fi_changesets_list.write(str(changesets)+" \n")
fi_changesets_list.flush()
for id in changesets:
csstat= self.getChangesetHist(id,ekip,fi_changesets_objects)
stats["changeset"] += 1
return changesets, stats, stats_team, nb_daily_changesets
def daily_statistics(self, username,min_lon, min_lat, max_lon,max_lat,single_date,
t_from_date,t_to_date,csv,csv_team,csv_changeset,csv_dim,ekip,stats,stats_team) :
if (self._debug) : print "daily statistics, single_date="+str(single_date)[0:10]
date_from=str(t_from_date)[0:10]+"T00:00:00Z"
date_to=str(t_from_date)[0:10]+"T23:59:59Z"
if (self._debug) : print str(date_from)
if (self._debug) : print str(date_to)
if len(username)>0 :
changesets = self.getChangesets(username,min_lon, min_lat, max_lon, max_lat,
str(t_from_date)[0:10]+"T00:00:00Z",
str(t_from_date)[0:10]+"T23:59:59Z")
else:
changesets = self.getChangesets(username,min_lon, min_lat, max_lon, max_lat,
str(t_from_date)[0:10]+"T00:00:00Z",
str(t_from_date)[0:10]+"T03:59:59Z")
if (self._debug) : print "** debug daily_statistics ** nb_changesets=",len(changesets)
changesets1 = self.getChangesets(username,min_lon, min_lat, max_lon, max_lat,
str(t_from_date)[0:10]+"T04:00:00Z",
str(t_from_date)[0:10]+"T07:59:59Z")
changesets=self.appendChangesetsDict(changesets,changesets1)
if (self._debug) : print "** debug daily_statistics ** nb_changesets=",len(changesets)
changesets1 = self.getChangesets(username,min_lon, min_lat, max_lon, max_lat,
str(t_from_date)[0:10]+"T08:00:00Z",
str(t_from_date)[0:10]+"T11:59:59Z")
changesets=self.appendChangesetsDict(changesets,changesets1)
if (self._debug) : print "** debug daily_statistics ** nb_changesets=",len(changesets)
changesets1 = self.getChangesets(username,min_lon, min_lat, max_lon, max_lat,
str(t_from_date)[0:10]+"T12:00:00Z",
str(t_from_date)[0:10]+"T15:59:59Z")
changesets=self.appendChangesetsDict(changesets,changesets1)
if (self._debug) : print "** debug daily_statistics ** nb_changesets=",len(changesets)
changesets1 = self.getChangesets(username,min_lon, min_lat, max_lon, max_lat,
str(t_from_date)[0:10]+"T16:00:00Z",
str(t_from_date)[0:10]+"T17:59:59Z")
changesets=self.appendChangesetsDict(changesets,changesets1)
if (self._debug) : print "** debug daily_statistics ** nb_changesets=",len(changesets)
changesets1 = self.getChangesets(username,min_lon, min_lat, max_lon, max_lat,
str(t_from_date)[0:10]+"T20:00:00Z",
str(t_from_date)[0:10]+"T23:59:59Z")
changesets=self.appendChangesetsDict(changesets,changesets1)
if (self._debug) : print "** debug daily_statistics ** nb_changesets=", len(changesets)
nb_daily_changesets=len(changesets)
if (nb_daily_changesets>0):
fi_changesets_list.write(str(changesets)+" \n")
fi_changesets_list.flush()
if (self._debug) : print "** debug daily_statistics ** nb_daily_changesets="+ str(nb_daily_changesets)
for id in changesets:
csstat= self.getChangesetStats(id)
stats["changeset"] += 1
stats["node_c"] += csstat["node_c"]
stats["way_c"] += csstat["way_c"]
stats["relation_c"] += csstat["relation_c"]
stats["node_m"] += csstat["node_m"]
stats["way_m"] += csstat["way_m"]
stats["relation_m"] += csstat["relation_m"]
stats["node_d"] += csstat["node_d"]
stats["way_d"] += csstat["way_d"]
stats["relation_d"] += csstat["relation_d"]
stats["node_amenity"] += csstat["node_amenity"]
stats["node_shop"] += csstat["node_shop"]
stats["node_craft"] += csstat["node_craft"]
stats["node_office"] += csstat["node_office"]
stats["node_power"] += csstat["node_power"]
stats["node_place"] += csstat["node_place"]
stats["node_man_made"] += csstat["node_man_made"]
stats["node_history"] += csstat["node_history"]
stats["node_tourism"] += csstat["node_tourism"]
stats["node_leisure"] += csstat["node_leisure"]
stats["way_highway"] += csstat["way_highway"]
stats["way_waterway"] += csstat["way_waterway"]
stats["way_building"] += csstat["way_building"]
stats["way_landuse"] += csstat["way_landuse"]
stats["way_man_made"] += csstat["way_man_made"]
# users
day=datetime.strptime(single_date,'%Y-%m-%d')
if (self._debug) : print str(ekip) +" *debug*, " +str(username) +", " + str(stats["changeset"]) + ", " + str(stats["node_c"]) + ", " + str(stats["way_c"]) + ", " + str(stats["relation_c"])+ ", " + str(stats["node_m"]) + ", " + str(stats["way_m"]) + ", " + str(stats["relation_m"])+ ", " + str(stats["node_d"]) + ", " + str(stats["way_d"]) + ", " + str(stats["relation_d"]) + ", " + str(stats["node_amenity"]) + ", " + str(stats["node_shop"]) + ", " + str(stats["node_craft"]) + ", " + str(stats["node_office"]) + ", " + str(stats["node_power"]) + ", " + str(stats["node_place"]) + ", " + str(stats["node_man_made"]) + ", " + str(stats["node_history"]) + ", " + str(stats["node_tourism"]) + ", " + str(stats["node_leisure"])
return changesets, stats, stats_team, nb_daily_changesets
def ekip_hist(self, user,min_lon, min_lat, max_lon,
max_lat,from_date,to_date,fi_changesets_list,fi_changesets_objects,ekip,stats_team) :
stats= {"changeset":0}
nb_changesets=0
nb_daily_changesets=0
username=user.lstrip()
str_from_date=str(from_date)[0:10]+" 00:00:00"
str_to_date=str(to_date)[0:10]+" 00:00:00"
if (self._debug) : print str(str_from_date)
if (self._debug) : print str(str_to_date)
t_from_date=datetime.strptime(str_from_date,'%Y-%m-%d %H:%M:%S')
t_to_date=datetime.strptime(str_to_date,'%Y-%m-%d %H:%M:%S')
if (self._debug) : print "t_from_date " + str(t_from_date)
if (self._debug) : print "t_to_date " + str(t_to_date)
time_from="T00:00:00Z"
for single_date in self.daterange(t_from_date, t_to_date):
if (self._debug): print "loop single_date = "+ str(single_date)
self.daily_hist(username,min_lon, min_lat, max_lon,
max_lat,single_date,single_date,single_date,fi_changesets_list,fi_changesets_objects,ekip,stats,stats_team)
nb_changesets+=nb_daily_changesets
stats_team["changeset"] += stats["changeset"]
# end adding each day to the statistics
print str(ekip) +", " +str(user) +", " + str(stats["changeset"])
return stats, stats_team, nb_changesets
def summary_statistics(self, user,min_lon, min_lat, max_lon,
max_lat,from_date,to_date,csv,csv_team,csv_changeset,csv_dim,ekip,stats_team) :
stats= {"changeset":0,"node_c":0, "way_c":0, "relation_c":0,"node_m":0, "way_m":0, "relation_m":0,"node_d":0, "way_d":0, "relation_d":0, "node_amenity":0, "node_shop":0, "node_craft":0, "node_office":0, "node_power":0, "node_place":0, "node_man_made":0, "node_history":0, "node_tourism":0, "node_leisure":0, "way_highway":0, "way_waterway":0, "way_building":0, "way_landuse":0, "way_man_made":0, "flag_outside_zone":""}
nb_changesets=0
nb_daily_changesets=0
username=user
str_from_date=str(from_date)[0:10]+" 00:00:00"
str_to_date=str(to_date)[0:10]+" 00:00:00"
if (self._debug) : print str(str_from_date)
if (self._debug) : print str(str_to_date)
t_from_date=datetime.strptime(str_from_date,'%Y-%m-%d %H:%M:%S')
t_to_date=datetime.strptime(str_to_date,'%Y-%m-%d %H:%M:%S')
if (self._debug) : print "t_from_date " + str(t_from_date)
if (self._debug) : print "t_to_date " + str(t_to_date)
time_from="T00:00:00Z"
for single_date in self.daterange(t_from_date, t_to_date):
if (self._debug): print "loop single_date = "+ str(single_date)
self.daily_statistics(username,min_lon, min_lat, max_lon,
max_lat,single_date,single_date,single_date,csv,csv_team,csv_changeset,csv_dim,ekip,stats,stats_team)
stats_team["changeset"] += stats["changeset"]
stats_team["node_c"] += stats["node_c"]
stats_team["way_c"] += stats["way_c"]
stats_team["relation_c"] += stats["relation_c"]
stats_team["node_m"] += stats["node_m"]
stats_team["way_m"] += stats["way_m"]
stats_team["relation_m"] += stats["relation_m"]
stats_team["node_d"] += stats["node_d"]
stats_team["way_d"] += stats["way_d"]
stats_team["relation_d"] += stats["relation_d"]
stats_team["node_amenity"] += stats["node_amenity"]
stats_team["node_shop"] += stats["node_shop"]
stats_team["node_office"] += stats["node_office"]
stats_team["node_power"] += stats["node_power"]
stats_team["node_place"] += stats["node_place"]
stats_team["node_man_made"] += stats["node_man_made"]
stats_team["node_history"] += stats["node_history"]
stats_team["node_tourism"] += stats["node_tourism"]
stats_team["node_leisure"] += stats["node_leisure"]
stats_team["way_highway"] += stats["way_highway"]
stats_team["way_waterway"] += stats["way_waterway"]
stats_team["way_building"] += stats["way_building"]
stats_team["way_landuse"] += stats["way_landuse"]
stats_team["way_man_made"] += stats["way_man_made"]
# teams
print str(ekip) +", " +str(user) +", " + str(stats["changeset"]) + ", " + str(stats["node_c"]) + ", " + str(stats["way_c"]) + ", " + str(stats["relation_c"])+ ", " + str(stats["node_m"]) + ", " + str(stats["way_m"]) + ", " + str(stats["relation_m"])+ ", " + str(stats["node_d"]) + ", " + str(stats["way_d"]) + ", " + str(stats["relation_d"]) + ", " + str(stats["node_amenity"]) + ", " + str(stats["node_shop"]) + ", " + str(stats["node_office"]) + ", " + str(stats["node_power"]) + ", " + str(stats["node_place"]) + ", " + str(stats["node_man_made"]) + ", " + str(stats["node_history"]) + ", " + str(stats["node_tourism"])+ ", " + str(stats["node_leisure"])+ ", " + str(stats["way_highway"])+ ", " + str(stats["way_waterway"])+ ", " + str(stats["way_building"])+ ", " + str(stats["way_landuse"])+ ", " + str(stats["way_man_made"])
csv.write(str(ekip) +"\t " +str(user) +"\t " + str(stats["changeset"]) + "\t " + str(stats["node_c"]) + "\t " + str(stats["way_c"]) + "\t " + str(stats["relation_c"])+ "\t " + str(stats["node_m"]) + "\t " + str(stats["way_m"]) + "\t " + str(stats["relation_m"])+ "\t " + str(stats["node_d"]) + "\t " + str(stats["way_d"]) + "\t " + str(stats["relation_d"])
+ "\t " + str(stats["node_amenity"]) + "\t " + str(stats["node_shop"]) + "\t " + str(stats["node_office"]) + "\t " + str(stats["node_power"]) + "\t " + str(stats["node_place"]) + "\t " + str(stats["node_man_made"]) + "\t " + str(stats["node_history"]) + "\t " + str(stats["node_tourism"])+ "\t " + str(stats["node_leisure"])+ "\t " + str(stats["way_highway"])+ "\t " + str(stats["way_waterway"])+ "\t " + str(stats["way_building"])+ "\t " + str(stats["way_landuse"])+ "\t " + str(stats["way_man_made"]) + "\n")
csv.flush()
return stats, stats_team, nb_changesets
def API6_Collect_Changesets(self,team_from,team_to,from_date,to_date,min_lon,max_lon,min_lat,max_lat,prefix, users=None) :
global ekip
self.verif_users(users)
print "\n","="*100
if (self._debug) : print "\ndebug=",self._debug
ligne="=" * 100
print "\n", ligne, "\nAPI6_Collect_Changesets(team_from=",team_from, ", team_to=", team_to, ", from_date=", from_date, ", to_date=",to_date
print "\t\tmin_lon=", min_lon, ", max_lon=", max_lon, ", min_lat=", min_lat, ", max_lat=", max_lat, ", prefix=", prefix, ", users=xxx)"
print "Output Directory : ",self.rep
print "Output files prefix : " + prefix+from_date+"-"+to_date +"\n" + ligne
try:
os.chdir(self.rep)
except:
sys.exit ("\n ERROR OsmContributorStats module. Revise the rep parameter. DIRECTORY NOT FOUND :" + self.rep+"\n")
#
time_from="T00:00:00Z"
time_to="T23:59:59Z"
nom_changeset_list=prefix+from_date+"-"+to_date+"_changeset_hist_list.txt"
nom_changeset_objects=prefix+from_date+"-"+to_date+"_changeset_hist_objects.txt"
#
print "="*100
fi_changesets_list = open(nom_changeset_list, 'wb')
fi_changesets_objects = open(nom_changeset_objects, 'wb')
print "ekip, user, changeset"
for ekip in range(team_from,team_to+1):
stats_team= {"changeset":0}
print "\n ekip " + str(ekip)
for user in users[ekip]:
try:
self.ekip_hist(user,min_lon, min_lat, max_lon,
max_lat,from_date,to_date,fi_changesets_list,fi_changesets_objects,ekip,stats_team)
# end of team - print in summary file by team
except:
continue
print str(ekip) +", " +str(from_date[1:10])+" - " + str(to_date[1:10])+", " + str(stats_team["changeset"])
fi_changesets_list.close()
fi_changesets_objects.close()
print "API6_Collect_Changesets Completed."
return None
def is_numeric(self, var):
try:
float(var)
return True
except ValueError:
return False
def Changesets_Contributor_Statistics(self,team_from,team_to,from_date,to_date,min_lon,max_lon,min_lat,max_lat,prefix, users=None) :
#global changesets
global csv
global csv_team
global csv_changeset
global ekip
global fi_changesets_list
global fi_changesets_objects
if users != None:
print "users existe : ",users
else:
team_from=0
team_to=0
users=[None]*2
users[0]=[""]
print 'users=none non defini, valeur par defaut, vide ', users
print "\n","="*100
if (self._debug): print "\ndebug=",self._debug
ligne="=" * 100
print "\n", ligne, "\nChangesets_Contributor_Statistics(team_from=",team_from, ", team_to=", team_to, ", from_date=", from_date, ", to_date=",to_date, ","
print "\t\tmin_lon=", min_lon, ", max_lon=", max_lon, ", min_lat=", min_lat, ", max_lat=", max_lat, ", prefix=", prefix, ", users=xxx)"
print "Output Directory : ",self.rep
print "Output files prefix : " + prefix+from_date+"-"+to_date +"\n" + ligne
os.chdir(self.rep)
#
time_from="T00:00:00Z"
time_to="T23:59:00Z"
nom_changeset_list=prefix+from_date+"-"+to_date+"_changeset_hist_list.txt"
nom_changeset_objects=prefix+from_date+"-"+to_date+"_changeset_hist_objects.txt"
nom_changeset_objects_json=prefix+from_date+"-"+to_date+"_changeset_hist_objects.json"
nom_csv_dim=prefix+from_date+"-"+to_date+"_changeset_dim.csv"
nom_date=prefix+from_date+"-"+to_date
prefix_users=prefix+from_date+"-"+to_date+".csv"
prefix_team=prefix+from_date+"-"+to_date+"-team.csv"
prefix_changesets=prefix+from_date+"-"+to_date+"-changeset.csv"
#
csv = open(prefix_users, 'wb')
csv_team = open(prefix_team, 'wb')
csv_changeset = open(prefix_changesets, 'wb')
csv_dim = open(nom_csv_dim, 'wb')
csv_dim.write("user\t id\t exclu\t min_lat\t min_lon\t max_lat\t max_lon\t surface_bbox\t surface\t ratio\t comment\t editor\t created_by \n")
csv_dim.flush()
imp_col_changesets= "flag \t day \t hour \t ekip \t osmuser_uid \t osmuser_name \t changeset \t changeset_id \t editor \t created_by \t comment \t objects \t objects_c \t objects_m \t objects_d \t node_c \t way_c \t relation_c \t node_m \t way_m \t relation_m \t node_d \t way_d \t relation_d \t poi_total_nodes \t node_amenity \t node_shop \t node_office \t node_power \t node_place \t node_man_made \t node_history \t node_tourism \t node_leisure \t way_highway \t way_waterway \t way_building \t way_landuse \t way_man_made \t min_lon \t min_lat \t max_lon \t max_lat"
csv_changeset.write(imp_col_changesets+"\n")
csv_changeset.flush()
# 1. from list of changesets, determine changesets to flag for exclusion (ie. bot and massive edits, only nodes inside the Study zone are retained)
# - criteria, their surface 10 times greater then the bbox
exclusion=self.Changesets_to_Exclude(
nom_changeset_list=nom_changeset_list,
min_lon=min_lon,max_lon=max_lon,min_lat=min_lat,max_lat=max_lat,csv_dim=csv_dim)
# 2. Calculate Statistics from Changeset_objets - Exceptions for changesets flagged for Exclusion
fi_changesets_objects= open(nom_changeset_objects, 'r')
# total by person
nb=0
changesets=[]
stats_changeset={}
stats_excluded_changeset={}
stats_user={}
stats_excluded_user={}
for read_data in fi_changesets_objects.readlines():
nb+=1
changeset=ast.literal_eval(read_data)
changeset_id=changeset["data"]["changeset"]
uid=changeset["data"]["uid"]
user=str(changeset["data"]["user"].encode('utf-8'))
if "ekip" in changeset: ekip=str(changeset["ekip"])
else :
if "team" in changeset: ekip=str(changeset["team"])
else : ekip="0"
flag_excluded=0
if (changeset_id in exclusion) :
flag_excluded=1
if not stats_excluded_changeset.has_key(changeset_id):
stats_excluded_changeset[changeset_id]={"ekip":ekip,"uid":uid, "user":user, "flag_outside_zone":flag_excluded,"stat":self.stats_init()}
if not stats_excluded_user.has_key(changeset_id):
stats_excluded_user[changeset_id]={"ekip":ekip,"uid":uid, "user":user, "flag_outside_zone":flag_excluded,"stat":self.stats_init()}
if not stats_changeset.has_key(changeset_id):
stats_changeset[changeset_id]={"ekip":ekip,"uid":uid, "user":user, "flag_outside_zone":flag_excluded,"stat":self.stats_init()}
(stats_changeset, stats_excluded_changeset)=self.stats_sum_changeset(changeset,flag_excluded,stats_changeset,stats_excluded_changeset,changeset_id)
if not stats_user.has_key(uid):
stats_user[uid]={"ekip":ekip,"uid":uid, "user":user, "flag_outside_zone":"","stat":self.stats_init()}
(stats_user, stats_excluded_user)=self.stats_sum_changeset(changeset,flag_excluded,stats_user,stats_excluded_user,uid)
fi_changesets_objects.close()
if (self._debug): print "\nINPUT : NB Objects=",nb
nb=0
tchangesets_list=[]
changesets_list={}
stats_user_list={}
fi_changesets_list= open(nom_changeset_list, 'r')
# nb changesets from changesets_list
for read_list in fi_changesets_list.readlines():
tchangesets_list=ast.literal_eval(read_list)
# one line contains many changeset lists
for changeset_id in tchangesets_list:
nb+=1
if not changesets_list.has_key(changeset_id) :
changesets_list[changeset_id]=tchangesets_list[changeset_id]
# stats_changeset
if (self._debug and nb<3):
print "\n Changeset changeset_id=",str(changeset_id)
print changesets_list[changeset_id]
# csv users
uid=changesets_list[changeset_id]["uid"]
if (self._debug and nb<3) : print "\nfi_changesets_list uid=",uid,"\n",changesets_list[changeset_id]
user=changesets_list[changeset_id]["user"]
if isinstance(user, unicode):
user = user.encode('utf-8')
if not stats_user_list.has_key(uid):
stats_user_list[uid]={"uid":uid, "user":user,"changeset":0,"changeset_excluded":0}
if (changeset_id in exclusion) :
stats_user_list[uid]["changeset_excluded"]+=1
else:
stats_user_list[uid]["changeset"]+=1
fi_changesets_list.close()
print nb, " Changesets"," nb stats_user_list= ", len(stats_user_list)
print "-"*100
imp_col= "ekip \t osmuser_uid\t osmuser_name\t changeset\t objects \t objects_c \t objects_m \t objects_d\t node_c\t way_c\t relation_c\t node_m\t way_m\t relation_m\t node_d\t way_d\t relation_d\t poi_total_nodes\t node_amenity\t node_shop\t node_office\t node_power\t node_place\t node_man_made\t node_history\t node_tourism\t node_leisure\t way_highway\t way_waterway\t way_building\t way_landuse\t way_man_made"
print imp_col
csv.write(imp_col+"\n")
csv.write("\t \t"+nom_date+"\t\tBBOX : \t"+str(min_lon)+"\t"+ str(min_lat)+"\t"+str(max_lon)+"\t"+ str(max_lat)+"\n")
csv.flush()
csv_team.write(imp_col+"\n")
csv_team.flush()
stats_ekip={}
users_ekip={}
nbc=0
for changeset_id in stats_changeset:
nbc+=1
changesets_l=changesets_list[changeset_id]
if (self._debug and nb<3) :
print "\n** changesets_list"
print changesets_list[changeset_id]
print "** stats_changeset"
print stats_changeset[changeset_id]
uid=stats_changeset[changeset_id]["uid"]
# take account of accented characters
# Lubeck L\xc3\xbcbeck probleme
# Carsten G\xc3\xbcse
user=str(stats_changeset[changeset_id]["user"])
#Probleme user= Lubeck
if uid==55462: user="Lubeck"
#if (uid==55462) : user="Lubeck"
#user=user.encode('utf-8')
if isinstance(user, unicode):
user = user.encode('utf-8')
import re
user= re.sub(r'[\xdf-\xfc]', ' ', user)
if "closed_at" in changesets_list[changeset_id] :
closed_at=changesets_list[changeset_id]["closed_at"]
else : closed_at="99"
if isinstance(closed_at, unicode):
closed_at = closed_at.encode('utf-8')
day_closed_at=str(closed_at)[1:10]
hour_closed_at=str(closed_at)[11:13]
if "comment" in changesets_l["tag"] :
comment=changesets_l["tag"]["comment"]
if isinstance(comment, unicode):
comment = comment.encode('utf-8')
else:
comment=""
comment= comment.replace(r'\xc3\xa9', 'é')
# comment=="'Hausnummern Blauenstra\xc3\x9fe B\xc3\xbcchig'" :
if (uid==35468 and changeset_id==3645581) :
comment="House numbers Blauenstraaye Baychig"
if "created_by" in changesets_l["tag"] :
created_by=changesets_list[changeset_id]["tag"]["created_by"].encode('utf-8')
if isinstance(created_by, unicode):
created_by = created_by.encode('utf-8')
#created_by= re.sub(r'[\x00-\x1f\x80-\xff]', ' ', created_by)
tcreated_by=created_by.lower()
if (tcreated_by.count("josm",0,4)>0) :
editor="1.JOSM"
elif (tcreated_by.count("potlatch",0,8)>0) :
editor="2.Potlatch"
elif (tcreated_by.count("merkaartor",0,10)>0) :
editor="3.Merkaartor"
elif (tcreated_by.count("id",0,2)>0) :