def cmdrun(cmd, errorText='', loglevel=0):
PIPE = subprocess.PIPE
p1 = subprocess.Popen(cmd, shell = True)
returncode = p1.wait()
if returncode <> 0:
log.add (text=errorText, level=loglevel, file=file_log)
raise Exception('returncode: ' + str(returncode) + ', text error: ' + str(errorText))
def add_user_to_exim_db(db_host, db_name, db_user, db_passwd, email_prefix, email_domain, email_passwd, email_descr):
try:
con = mdb.connect(host=db_host, user=db_user, passwd=db_passwd, db=db_name, charset='utf8', init_command='SET NAMES UTF8');
cur = con.cursor()
except mdb.Error, e:
log.add("ERROR mysql connect: %d: %s" % (e.args[0],e.args[1]))
return STATUS_INTERNAL_ERROR
def set_email_in_ad(
username,
email,
domain=conf.domain,
employee_num="1",
base_dn=conf.base_user_dn,
group_acl_base=conf.group_acl_base,
group_rbl_base=conf.group_rbl_base,
):
# LDAP connection
try:
# без ssl:
# ldap.set_option(ldap.OPT_X_TLS_REQUIRE_CERT, 0)
# ldap_connection = ldap.initialize(LDAP_SERVER)
# ssl:
# ldap.set_option(ldap.OPT_X_TLS_REQUIRE_CERT, ldap.OPT_X_TLS_NEVER)
# ldap_connection = ldap.initialize(LDAP_SERVER)
# ldap_connection.set_option(ldap.OPT_REFERRALS, 0)
# ldap_connection.set_option(ldap.OPT_PROTOCOL_VERSION, 3)
# ldap_connection.set_option(ldap.OPT_X_TLS,ldap.OPT_X_TLS_DEMAND)
# ldap_connection.set_option( ldap.OPT_X_TLS_DEMAND, True )
# ldap_connection.set_option( ldap.OPT_DEBUG_LEVEL, 255 )
ldap.set_option(ldap.OPT_X_TLS_REQUIRE_CERT, ldap.OPT_X_TLS_NEVER)
ldap_connection = ldap.initialize(conf.LDAP_SERVER)
ldap_connection.simple_bind_s(conf.BIND_DN, conf.BIND_PASS)
except ldap.LDAPError, error_message:
log.add(u"Error connecting to LDAP server: %s" % error_message)
return STATUS_INTERNAL_ERROR
def loadSingle(fileName, package=None):
"""Load a plugin that consists of a single .py module in a plugins
directory.
@param fileName File name of the the plugin.
"""
name = paths.getBase(fileName)
obsoletePluginNames = ['tab1_summary', 'tab2_addons', 'tab3_settings', 'tab30_addons']
# Old plugin names.
if name in obsoletePluginNames:
logger.add(logger.MEDIUM, 'warning-obsolete-plugin', name, fileName)
sysPath = sys.path
if os.path.dirname(fileName) not in sysPath:
sysPath = [os.path.dirname(fileName)] + sys.path
if package:
prefix = package + '.'
else:
prefix = ''
# Initialization will be done after everything has been loaded.
initCommands.append(('import ' + prefix + name, prefix + name + '.init()', sysPath))
def readMetaData(self):
"""Read the metadata files (e.g. Contents/Info)."""
try:
for info in META_NAMES:
try:
conf = file(self.__makePath(info)).read()
self.parseConfiguration(conf)
except OSError:
pass
except IOError:
pass
except Exception, x:
logger.add(logger.HIGH, 'error-read-info-file',
self.__makePath(info), self.getId())
except:
# Log a warning?
traceback.print_exc()
# Load a readme from a separate file.
readme = self.__makePath('Readme.html')
if not os.path.exists(readme):
readme = self.__makePath('readme.html')
if os.path.exists(readme):
language.define('english',
self.makeLocalId('readme'),
file(readme).read())
def readMetaData(self):
"""Read the metadata files (e.g. Contents/Info)."""
try:
for info in META_NAMES:
try:
conf = file(self.__makePath(info)).read()
self.parseConfiguration(conf)
except OSError:
pass
except IOError:
pass
except Exception, x:
logger.add(logger.HIGH, 'error-read-info-file',
self.__makePath(info), self.getId())
except:
# Log a warning?
traceback.print_exc()
# Load a readme from a separate file.
readme = self.__makePath('Readme.html')
if not os.path.exists(readme):
readme = self.__makePath('readme.html')
if os.path.exists(readme):
language.define('english', self.makeLocalId('readme'),
file(readme).read())
def set_email_in_ad(username,
email,
domain=conf.domain,
employee_num="1",
base_dn=conf.base_user_dn,
group_acl_base=conf.group_acl_base,
group_rbl_base=conf.group_rbl_base):
# LDAP connection
try:
# без ssl:
#ldap.set_option(ldap.OPT_X_TLS_REQUIRE_CERT, 0)
#ldap_connection = ldap.initialize(LDAP_SERVER)
# ssl:
#ldap.set_option(ldap.OPT_X_TLS_REQUIRE_CERT, ldap.OPT_X_TLS_NEVER)
#ldap_connection = ldap.initialize(LDAP_SERVER)
#ldap_connection.set_option(ldap.OPT_REFERRALS, 0)
#ldap_connection.set_option(ldap.OPT_PROTOCOL_VERSION, 3)
#ldap_connection.set_option(ldap.OPT_X_TLS,ldap.OPT_X_TLS_DEMAND)
#ldap_connection.set_option( ldap.OPT_X_TLS_DEMAND, True )
#ldap_connection.set_option( ldap.OPT_DEBUG_LEVEL, 255 )
ldap.set_option(ldap.OPT_X_TLS_REQUIRE_CERT, ldap.OPT_X_TLS_NEVER)
ldap_connection = ldap.initialize(conf.LDAP_SERVER)
ldap_connection.simple_bind_s(conf.BIND_DN, conf.BIND_PASS)
except ldap.LDAPError, error_message:
log.add(u"Error connecting to LDAP server: %s" % error_message)
return STATUS_INTERNAL_ERROR
def load(fileName):
"""Loads a language file and stores the strings into the database.
@param fileName Name of the language file.
"""
p = cfparser.FileParser(fileName)
# Construct a block element to hold all the strings.
languageName = paths.getBase(fileName)
impliedBlock = cfparser.BlockElement('language', languageName)
try:
while True:
# Get the next string from the language file.
e = p.get()
# Only key elements are recognized.
if e.isKey():
impliedBlock.add(e)
except cfparser.OutOfElements:
# All OK.
pass
except:
import logger
logger.add(logger.MEDIUM, 'warning-read-language', languageName,
fileName)
processLanguageBlock(impliedBlock)
def controlAuto(isEnd=False, isError=False, loglevel=0):
if isEnd:
if not isError:
if os.path.exists(conf.workactual + 'work.dat'):
os.remove(conf.workactual + 'work.dat')
dir = conf.workdir + 'data'
if dir[-1] == os.sep: dir = dir[:-1]
files = os.listdir(dir)
for file in files:
if file == '.' or file == '..': continue
os.remove(dir + os.sep + file)
if conf.runAfter:
cmdrun(cmd=conf.runAfter, errorText='! error run after', loglevel=loglevel)
else:
if os.path.exists(conf.workactual + 'work.dat'):
texterror = '! previous requests can not be completed or if an error, exists "work.dat"'
log.add (text=texterror, level=loglevel, file=file_log)
raise Exception(texterror)
file_log_d = open(conf.workactual + 'work.dat','w')
file_log_d.write(str(datetime.datetime.now().strftime(conf.format_datetime)))
file_log_d.close()
def load(path, notify=True):
"""Loads a single profile from disk. After the profile has been
loaded, sends a "profile-updated" notification so that the plugins
may react to the new profile. If a profile with the
@param path The file name of the profile to load.
"""
# Parameter "path" stands for profile's file name. Every time a
# profile is being loaded, we'll have to check if the profile
# allready exists. In that case, old profile will be updated by
# new profile's information. Finally when the loading is complete,
# The identifier of the profile (the base name of the file).
identifier = paths.getBase(path)
# Parse the file.
elements = []
p = cfparser.FileParser(path)
try:
while True:
elements.append(p.get())
except cfparser.OutOfElements:
# The file ended normally.
pass
except cfparser.ParseFailed, ex:
# Show the error dialog.
logger.add(logger.HIGH, 'error-parsing-profile', path, str(ex))
return
def load(path, notify=True):
"""Loads a single profile from disk. After the profile has been
loaded, sends a "profile-updated" notification so that the plugins
may react to the new profile. If a profile with the
@param path The file name of the profile to load.
"""
# Parameter "path" stands for profile's file name. Every time a
# profile is being loaded, we'll have to check if the profile
# allready exists. In that case, old profile will be updated by
# new profile's information. Finally when the loading is complete,
# The identifier of the profile (the base name of the file).
identifier = paths.getBase(path)
# Parse the file.
elements = []
p = cfparser.FileParser(path)
try:
while True:
elements.append(p.get())
except cfparser.OutOfElements:
# The file ended normally.
pass
except cfparser.ParseFailed, ex:
# Show the error dialog.
logger.add(logger.HIGH, 'error-parsing-profile', path, str(ex))
return
def control_auto(is_end=False, is_error=False, log_level=0):
if is_end:
if not is_error:
if os.path.exists(conf.workactual + 'work.dat'):
os.remove(conf.workactual + 'work.dat')
data_dir = conf.workdir + '/data'
if data_dir[-1] == os.sep:
data_dir = data_dir[:-1]
files = os.listdir(data_dir)
for _file in files:
if _file == '.' or _file == '..' or _file == '.gitkeep':
continue
os.remove(data_dir + os.sep + _file)
if conf.runAfter:
cmd_run(cmd=conf.runAfter,
error_text='! error run after',
log_level=log_level)
else:
if os.path.exists(conf.workactual + 'work.dat'):
text_error = '! previous requests can not be completed or if an error, exists "work.dat"'
log.add(text=text_error, level=log_level, file=file_log)
raise Exception(text_error)
file_log_d = open(conf.workactual + 'work.dat', 'w')
file_log_d.write(
str(datetime.datetime.now().strftime(conf.format_datetime)))
file_log_d.close()
def train(args, data_loader, model, global_stats, logger):
"""Run through one epoch of model training with the provided data loader."""
# Initialize meters + timers
ml_loss = AverageMeter()
loc_loss = AverageMeter()
fix_loss = AverageMeter()
epoch_time = Timer()
current_epoch = global_stats['epoch']
if args.use_tqdm:
pbar = tqdm(data_loader)
pbar.set_description(
"%s" %
'Epoch = %d tot_loss = x.xx loc_loss = x.xx fix_loss = x.xx]' %
current_epoch)
else:
pbar = data_loader
# Run one epoch
for idx, ex in enumerate(pbar):
bsz = ex['batch_size']
if args.optimizer in ['sgd', 'adam'
] and current_epoch <= args.warmup_epochs:
cur_lrate = global_stats['warmup_factor'] * (model.updates + 1)
for param_group in model.optimizer.param_groups:
param_group['lr'] = cur_lrate
net_loss = model.update(ex)
ml_loss.update(net_loss["loss"].detach().item(), bsz)
loc_loss.update(net_loss["loc_loss"].detach().item(), bsz)
fix_loss.update(net_loss["fix_loss"].detach().item(), bsz)
log_info = 'Epoch = %d [tot_loss = %.2f loc_loss = %.2f fix_loss = %.2f]' % \
(current_epoch, ml_loss.avg, loc_loss.avg, fix_loss.avg)
if args.use_tqdm:
pbar.set_description("%s" % log_info)
if idx % 1000 == 0:
logger.print(
'train: Epoch %d | tot_loss = %.2f | loc_loss = %.2f | fix_loss = %.2f'
% (current_epoch, ml_loss.avg, loc_loss.avg, fix_loss.avg))
kvs = [("ml_lo_tr", ml_loss.avg), ("loc_lo_tr", loc_loss.avg), ("fix_lo_tr", fix_loss.avg),\
("epoch_time", epoch_time.time())]
for k, v in kvs:
logger.add(current_epoch, **{k: v})
logger.print(
'train: Epoch %d | tot_loss = %.2f | loc_loss = %.2f | fix_loss = %.2f | '
'Time for epoch = %.2f (s)' %
(current_epoch, ml_loss.avg, loc_loss.avg, fix_loss.avg,
epoch_time.time()))
# Checkpoint
if args.checkpoint:
model.checkpoint(logger.path + '/model.cpt.checkpoint',
current_epoch + 1)
gc.collect()
def cmd_run(cmd, error_text='', log_level=0):
print '!>> ' + cmd
p1 = subprocess.Popen(cmd, shell=True)
return_code = p1.wait()
if not return_code == 0:
log.add(text=error_text, level=log_level, file=file_log)
raise Exception('return code: ' + str(return_code) + ', text error: ' +
str(error_text))
def findImgMarker(loglevel=0):
log.add('start findImgMarker', level=loglevel, file=file_log)
markers = []
for fd in os.listdir(conf.path_markers):
markers.append(fd[:-4])
write_file = open(conf.file_marker_json, "w")
write_file.write(json.dumps(markers))
log.add('end findImgMarker', level=loglevel, file=file_log)
def findImgMarker(loglevel=0):
log.add ('start findImgMarker', level=loglevel, file=file_log)
markers = []
for fd in os.listdir(conf.path_markers):
markers.append(fd[:-4])
write_file = open(conf.file_marker_json, "w")
write_file.write(json.dumps(markers))
log.add ('end findImgMarker', level=loglevel, file=file_log)
def run():
# Open the file selection dialog.
for selection in chooseAddons('install-addon-dialog',
language.translate('install-addon-title'),
'install'):
try:
ao.install(selection)
except Exception, ex:
logger.add(logger.HIGH, 'error-addon-installation-failed',
selection, str(ex))
def run():
# Open the file selection dialog.
for selection in chooseAddons('install-addon-dialog',
language.translate('install-addon-title'),
'install'):
try:
ao.install(selection)
except Exception, ex:
logger.add(logger.HIGH, 'error-addon-installation-failed',
selection, str(ex))
def get_users_phones_from_site():
# Начало
log.add("get_users_phones_from_site()")
try:
con = mdb.connect(conf.user_phone_db_host, conf.user_phone_db_user, conf.user_phone_db_passwd, conf.user_phone_db_name);
cur = con.cursor()
except mdb.Error, e:
print "Error %d: %s" % (e.args[0],e.args[1])
log.add("error connect to mysql user phone db: %d: %s" % (e.args[0],e.args[1]))
sys.exit(1)
def connection():
"""Connects to the database."""
conn = sqlite3.connect(DB_NAME)
# cur=conn.cursor()
conn.execute('PRAGMA foreign_keys = ON;')
conn.commit()
try:
logger.add("Connected to database: %s" % (DB_NAME), 4)
return conn
except sqlite3.Error as e:
pass
logger.add("I am unable to connect to the database: %s" % e.args[0], 1)
def borrow(bookID, personID, start=None):
"""Description """
c = connection()
cur = c.cursor()
cur.execute(
'SELECT * FROM borrowings WHERE id_book=? AND start_date IS NOT NULL AND end_date IS NULL;',
(bookID, ))
row = cur.fetchone()
available = True if (row == None) else False
if (available == False):
logger.add(
"Book with id=%d is not available (someone is reading it)." %
(bookID, ), 1)
return
# print(row,available)
if (start):
try:
cur.execute(
'INSERT INTO borrowings(id_book,id_people,start_date) VALUES(?,?,?);',
(bookID, personID, start))
except sqlite3.Error as er:
logger.add('SQLite error: %s' % (' '.join(er.args)), 1)
else:
try:
cur.execute(
'INSERT INTO borrowings(id_book,id_people) VALUES(?,?);',
(bookID, personID))
except sqlite3.Error as er:
logger.add('SQLite error: %s' % (' '.join(er.args)), 1)
logger.add("The book with id=%d has been borrowed" % (bookID, ), 3)
c.commit()
c.close()
def createTree(loglevel=0):
log.add('start createTree', level=loglevel, file=file_log)
def fnChildren(catalog_json, dictionary_json, parent=''):
data = []
for icat in catalog_json:
if len(icat['parent']) == 0:
icat['parent'] = ['']
for ipar in icat['parent']:
if ipar == parent:
rec = {}
rec['data'] = dictionary_json['catalog'][
icat['name']]['name']
rec['attr'] = {'nclass': icat['name']}
children = fnChildren(catalog_json=catalog_json,
dictionary_json=dictionary_json,
parent=icat['name'])
if (children):
rec['children'] = children
data.append(rec)
data.sort(key=lambda x: x['data'])
return data
with codecs.open(conf.file_catalog_json, 'rt', encoding='utf-8') as f:
catalog_json = json.load(f)
for fd in os.listdir(conf.path_dictionary_json):
with codecs.open(conf.path_dictionary_json + fd,
'rt',
encoding='utf-8') as f:
fjson = json.load(f)
if (fjson['language'] == lang[0]):
dictionary_json = fjson
break
datajson = fnChildren(catalog_json=catalog_json,
dictionary_json=dictionary_json)
datajson = [{
'data': u'выбрать все',
'attr': {
'class': 'root',
'nclass': 'root'
},
'state': 'open',
'children': datajson
}]
write_file = open(conf.file_tree_json, "w")
write_file.write(json.dumps(datajson))
log.add('end createTree', level=loglevel, file=file_log)
def createListPermalink(loglevel=0):
log.add('start createListPermalink', level=loglevel, file=file_log)
with codecs.open(conf.file_catalog_json, 'rt', encoding='utf-8') as f:
catalog_json = json.load(f)
with codecs.open(conf.file_listPerm_json, 'rt', encoding='utf-8') as f:
listPerm_json = json.load(f)
for icat in catalog_json:
if listPerm_json.count(icat['name']) == 0:
listPerm_json.append(icat['name'])
write_file = open(conf.file_listPerm_json, "w")
write_file.write(json.dumps(listPerm_json))
log.add('end createListPermalink', level=loglevel, file=file_log)
def createListPermalink(loglevel=0):
log.add ('start createListPermalink', level=loglevel, file=file_log)
with codecs.open(conf.file_catalog_json, 'rt', encoding='utf-8') as f:
catalog_json = json.load(f)
with codecs.open(conf.file_listPerm_json, 'rt', encoding='utf-8') as f:
listPerm_json = json.load(f)
for icat in catalog_json:
if listPerm_json.count(icat['name']) == 0:
listPerm_json.append(icat['name'])
write_file = open(conf.file_listPerm_json, "w")
write_file.write(json.dumps(listPerm_json))
log.add ('end createListPermalink', level=loglevel, file=file_log)
def readConfigFile(fileName):
"""Reads a configuration file from the specified path. The file
must be a .conf file that contains either settings or components,
or both."""
p = cfparser.FileParser(fileName)
# We'll collect all the elements into this array.
elements = []
try:
# Loop through all the elements in the config file.
while True:
e = p.get()
if e.isKey() and e.getName() == 'required-platform':
# This configuration file is specific to a particular
# platform.
if (e.getValue() == 'windows' and not host.isWindows()) or \
(e.getValue() == 'mac' and not host.isMac()) or \
(e.getValue() == 'unix' and not host.isUnix()):
# Look, we ran out early.
raise cfparser.OutOfElements
# Config files may contain blocks that group similar
# settings together.
if e.isBlock() and e.getType() == 'group':
# Add everything inside the group into the elements.
# A group can only contain settings.
for sub in e.getContents():
# There can only be blocks in a group.
if not sub.isBlock():
continue
# Add the 'group' key element to the setting.
sub.add(cfparser.KeyElement('group', e.getName()))
elements.append(sub)
else:
elements.append(e)
except cfparser.OutOfElements:
# Parsing was completed.
pass
except Exception, exception:
# Log an error message.
import traceback
traceback.print_exc()
logger.add(logger.HIGH, 'error-read-config-file', fileName,
str(exception))
def insertPOI(conn, loglevel=0):
log.add ('start insert poi', level=loglevel, file=file_log)
cur = conn.cursor(cursor_factory=psycopg2.extras.RealDictCursor)
# time последнего объекта и удаленные
cur.execute("""
SELECT MAX(tstamp) as nupd, (SELECT MAX(deleted_at) FROM deleted_entries) as ndel
FROM
(
SELECT MAX(tstamp) as tstamp
FROM relations
UNION
SELECT MAX(updated_at)
FROM relations
UNION
SELECT MAX(tstamp)
FROM ways
UNION
SELECT MAX(updated_at)
FROM ways
UNION
SELECT MAX(tstamp)
FROM nodes
) as t1
""")
whereTime = cur.fetchone()
if not whereTime['ndel']:
whereTime['ndel'] = datetime.datetime.now()
catalog(cur, loglevel=loglevel+1)
addr(cur, loglevel=loglevel+1)
conn.commit()
cur = conn.cursor()
log.add ('clear table ershkus_poi', level=loglevel+1, file=file_log)
cur.execute("DELETE FROM ershkus_poi")
log.add ('copy table ershkus_poi_c to ershkus_poi', level=loglevel+1, file=file_log)
cur.execute("""
INSERT INTO ershkus_poi(
id, class, tags, name_ru, operator, tags_ru, opening_hours, class_ru, addr_region, addr_district, addr_city, addr_full_name, index_name, addr_region_id, addr_district_id, addr_city_id, addr_house_id, addr_in_id, addr_in_type, brand, phone, fax, website, addr_village, addr_street, addr_house, c_geom, addr_country, email, description, wikipedia, osm_id)
SELECT
id, class, tags, name_ru, operator, tags_ru, opening_hours, class_ru, addr_region, addr_district, addr_city, addr_full_name, index_name, addr_region_id, addr_district_id, addr_city_id, addr_house_id, addr_in_id, addr_in_type, brand, phone, fax, website, addr_village, addr_street, addr_house, c_geom, addr_country, email, description, wikipedia, osm_id
FROM
ershkus_poi_c
;
""")
conn.commit()
# сохраним текущую позицию
utils.saveDate(whereTime=whereTime, file=fupd_time, key_config='datepoi')
# f = open(conf.workactual + fupd_time,'w')
# f.write(json.dumps(whereTime, default=utils.jsondumps))
# f.close()
log.add ('end insert poi', level=loglevel, file=file_log)
def loadAll():
"Load all the plugins from the plugins directory."
global initCommands
initCommands = []
# We'll only use the modified sys.path during this function.
oldPath = sys.path
# Make the plugins directory the one where to look first.
sys.path = [PLUGIN_PATH] + sys.path
found = []
for fileName in paths.listFiles(paths.PLUGINS):
if paths.hasExtension('py', fileName) or \
(paths.hasExtension('plugin', fileName) and os.path.isdir(fileName)):
if fileName not in found:
found.append(fileName)
# Sort alphabetically across all located plugins.
found.sort(key=sortKey)
for fileName in found:
if paths.hasExtension('py', fileName):
loadSingle(fileName) # Single Python module.
elif paths.hasExtension('plugin', fileName):
loadBundle(fileName) # A plugin bundle.
# Import all plugin modules.
for importStatement, initStatement, searchPath in initCommands:
sys.path = searchPath
try:
exec importStatement
except:
logger.add(logger.HIGH, 'error-plugin-init-failed', importStatement,
logger.formatTraceback())
# Initialize all plugins.
for importStatement, initStatement, searchPath in initCommands:
sys.path = searchPath
try:
exec initStatement
except AttributeError, ex:
if "'init'" not in str(ex):
logger.add(logger.HIGH, 'error-plugin-init-failed', initStatement,
logger.formatTraceback())
except:
def readMetaData(self):
"""Read the metadata file(s)."""
# Check if there is an Info lump.
try:
z = zipfile.ZipFile(self.source)
for info in META_NAMES:
try:
self.parseConfiguration(z.read(info))
except KeyError:
pass
except:
logger.add(logger.HIGH, 'error-read-zip-info-file',
self.source, self.getId())
except:
# Log a warning?
print "%s: Failed to open archive." % self.source
def readMetaData(self):
"""Read the metadata file(s)."""
# Check if there is an Info lump.
try:
z = zipfile.ZipFile(self.source)
for info in META_NAMES:
try:
self.parseConfiguration(z.read(info))
except KeyError:
pass
except:
logger.add(logger.HIGH, 'error-read-zip-info-file',
self.source, self.getId())
except:
# Log a warning?
print "%s: Failed to open archive." % self.source
def train(args, data_loader, model, global_stats, logger):
"""Run through one epoch of model training with the provided data loader."""
# Initialize meters + timers
ml_loss = AverageMeter()
perplexity = AverageMeter()
epoch_time = Timer()
current_epoch = global_stats['epoch']
pbar = tqdm(data_loader)
pbar.set_description("%s" %
'Epoch = %d [perplexity = x.xx, ml_loss = x.xx]' %
current_epoch)
# Run one epoch
for idx, ex in enumerate(pbar):
bsz = ex['batch_size']
if args.optimizer in ['sgd', 'adam'
] and current_epoch <= args.warmup_epochs:
cur_lrate = global_stats['warmup_factor'] * (model.updates + 1)
for param_group in model.optimizer.param_groups:
param_group['lr'] = cur_lrate
net_loss = model.update(ex)
ml_loss.update(net_loss['ml_loss'], bsz)
perplexity.update(net_loss['perplexity'], bsz)
log_info = 'Epoch = %d [perplexity = %.2f, ml_loss = %.2f]' % \
(current_epoch, perplexity.avg, ml_loss.avg)
pbar.set_description("%s" % log_info)
#break
kvs = [("perp_tr", perplexity.avg), ("ml_lo_tr", ml_loss.avg),\
("epoch_time", epoch_time.time())]
for k, v in kvs:
logger.add(current_epoch, **{k: v})
logger.print(
'train: Epoch %d | perplexity = %.2f | ml_loss = %.2f | '
'Time for epoch = %.2f (s)' %
(current_epoch, perplexity.avg, ml_loss.avg, epoch_time.time()))
# Checkpoint
if args.checkpoint:
model.checkpoint(logger.path + '/best_model.cpt.checkpoint',
current_epoch + 1)
def send(event):
"""Broadcast an event to all listeners of the appropriate type.
The event is processed synchronously: all listeners will be
notified immediately during the execution of this function.
@param event The event to send. All listeners will get the same
event object.
"""
if areEventsMuted:
return # Discard.
global sendDepth, queuedEvents
sendDepth += 1
# Commands and Notifys go to a different set of listeners.
if event.myClass == Command:
listeners = commandListeners
else:
listeners = notifyListeners
# The identifier of the event to be sent.
sendId = event.getId()
# Always include the unfiltered callbacks.
callbacks = [c for c in listeners[None]]
if listeners.has_key(sendId):
# The specialized callbacks.
callbacks += listeners[sendId]
#print "Sending " + sendId + ":"
#print callbacks
# Send the event to all the appropriate listeners.
for callback in callbacks:
try:
callback(event)
except Exception, x:
# Report errors.
import logger
logger.add(logger.HIGH, 'error-runtime-exception-during-event',
sendId, str(x), logger.formatTraceback())
logger.show()
def insertPOI(conn, loglevel=0):
log.add ('start insert poi', level=loglevel, file=file_log)
cur = conn.cursor(cursor_factory=psycopg2.extras.RealDictCursor)
# time последнего объекта и удаленные
cur.execute("""
SELECT MAX(tstamp) as nupd, (SELECT MAX(deleted_at) FROM deleted_entries) as ndel
FROM
(
SELECT MAX(tstamp) as tstamp
FROM relations
UNION
SELECT MAX(updated_at)
FROM relations
UNION
SELECT MAX(tstamp)
FROM ways
UNION
SELECT MAX(updated_at)
FROM ways
UNION
SELECT MAX(tstamp)
FROM nodes
) as t1
""")
whereTime = cur.fetchone()
if not whereTime['ndel']:
whereTime['ndel'] = datetime.datetime.now()
catalog(cur, loglevel=loglevel+1)
addr(cur, loglevel=loglevel+1)
conn.commit()
# сохраним текущую позицию
utils.saveDate(whereTime=whereTime, file=fupd_time, key_config='datepoi')
# f = open(conf.workactual + fupd_time,'w')
# f.write(json.dumps(whereTime, default=utils.jsondumps))
# f.close()
log.add ('end insert poi', level=loglevel, file=file_log)
def insert_poi(conn, log_level=0):
log.add('start insert poi', level=log_level, file=file_log)
cur = conn.cursor(cursor_factory=psycopg2.extras.RealDictCursor)
# time последнего объекта и удаленные
cur.execute("""
SELECT MAX(tstamp) as nupd, (SELECT MAX(deleted_at) FROM deleted_entries) as ndel
FROM
(
SELECT MAX(tstamp) as tstamp
FROM relations
UNION
SELECT MAX(updated_at)
FROM relations
UNION
SELECT MAX(tstamp)
FROM ways
UNION
SELECT MAX(updated_at)
FROM ways
UNION
SELECT MAX(tstamp)
FROM nodes
) as t1
""")
whereTime = cur.fetchone()
if not whereTime['ndel']:
whereTime['ndel'] = datetime.datetime.now()
catalog(cur, loglevel=log_level + 1)
addr(cur, loglevel=log_level + 1)
conn.commit()
# сохраним текущую позицию
utils.saveDate(whereTime=whereTime, file=fupd_time, key_config='datepoi')
# f = open(conf.workactual + fupd_time,'w')
# f.write(json.dumps(whereTime, default=utils.jsondumps))
# f.close()
log.add('end insert poi', level=log_level, file=file_log)
def main():
try:
parser = argparse.ArgumentParser(add_help=True, version='0.1')
parser.add_argument(
'action',
metavar='action',
type=str,
choices=['insert', 'update', 'createTree'],
help='action operations `insert` or `update` or `createTree`')
args = parser.parse_args()
log.add('start main', file=file_log)
conn = psycopg2.connect(host=conf.addrfull_host,
database=conf.addrfull_database,
user=conf.addrfull_user,
password=conf.addrfull_password)
if args.action == 'insert':
insert_poi(conn, log_level=1)
elif args.action == 'update':
update_poi(conn, log_level=1)
elif args.action == 'createTree':
createTree(loglevel=1)
createListPermalink(loglevel=1)
findImgMarker(loglevel=1)
log.add('end main', file=file_log)
except:
log.add('! error: ' + str(traceback.format_exc()), file=file_log)
def add_tag2book(tagID, bookID):
"""Description """
c = connection()
cur = c.cursor()
cur.execute('SELECT COUNT(*),title FROM "book" WHERE id=?', (bookID, ))
temp = cur.fetchone()
bookEXIST = temp[0]
bookTITLE = temp[1]
cur.execute('SELECT COUNT(*),name FROM "tag" WHERE id=?', (tagID, ))
temp = cur.fetchone()
tagEXIST = temp[0]
tagNAME = temp[1]
if (tagEXIST * bookEXIST == 1):
try:
cur.execute('INSERT INTO book_R_tag(id_book,id_tag) VALUES(?,?);',
(bookID, tagID))
except sqlite3.Error as er:
logger.add('SQLite error: %s' % (' '.join(er.args)), 1)
if (cur.rowcount == 1):
logger.add("Tag '%s' added to the book '%s'" % (tagNAME, bookTITLE), 3)
else:
logger.add(
"Tag '%s' already is connected to the book '%s'" %
(tagNAME, bookTITLE), 2)
c.commit()
c.close()
return cur.lastrowid
def main():
try:
# parser = argparse.ArgumentParser(add_help=True, version='0.1')
parser = argparse.ArgumentParser()
parser.add_argument('action', metavar='action', type=str, choices=['insert', 'update', 'createTree'], help='action operations `insert` or `update` or `createTree`')
args = parser.parse_args()
log.add ('start main', file=file_log)
conn = psycopg2.connect(host=conf.addrfull_host, database=conf.addrfull_database, user=conf.addrfull_user, password=conf.addrfull_password)
conn.set_client_encoding('UTF8')
if args.action == 'insert':
insertPOI(conn, loglevel = 1)
elif args.action == 'update':
updatePOI(conn, loglevel = 1)
elif args.action == 'createTree':
createTree(loglevel = 1)
findImgMarker(loglevel = 1)
log.add ('end main', file=file_log)
except :
log.add ('! error: '+str(traceback.format_exc()), file=file_log)
def main():
parser = argparse.ArgumentParser(add_help=True, version='0.1')
parser.add_argument("--noLoad",action="store_true", help="Не загружать файлы и не грузить osmosis-ом",default=False)
parser.add_argument("--onlyAddr",action="store_true", help="Обработка только адресной информации",default=False)
parser.add_argument("--onlyPOI",action="store_true", help="Обработка только POI",default=False)
parser.add_argument("--isAuto",action="store_true", help="Проверка предыдущего завершения, отказ если были ошибки",default=False)
parser.add_argument('action', metavar='action', type=str, choices=['insert', 'update', 'load-insert', 'load-update', 'install', 'test'], help='action operations `insert` or `update` or `load-insert` or `load-update` or `install`')
args = parser.parse_args()
try:
log.add ('start main', file=file_log)
if args.isAuto:
controlAuto(loglevel=1)
if args.action == 'insert':
insert(loglevel = 1, noLoad=args.noLoad, onlyAddr=args.onlyAddr, onlyPOI=args.onlyPOI)
elif args.action == 'update':
update(loglevel = 1, noLoad=args.noLoad, onlyAddr=args.onlyAddr)
elif args.action == 'load-insert':
load(update = False, loglevel = 1)
elif args.action == 'load-update':
load(update = True, loglevel = 1)
elif args.action == 'install':
install(loglevel = 1)
elif args.action == 'test':
print 'test'
testStep(loglevel = 1)
controlAuto(isEnd=True, loglevel=1)
log.add ('end main', file=file_log, finish=True)
except :
controlAuto(isEnd=True, isError=True, loglevel=1)
log.add ('! error: '+str(traceback.format_exc()), file=file_log)
def createTree(loglevel=0):
log.add ('start createTree', level=loglevel, file=file_log)
def fnChildren(catalog_json, dictionary_json, parent=''):
data = []
for icat in catalog_json:
if len(icat['parent']) == 0:
icat['parent'] = ['']
for ipar in icat['parent']:
if ipar == parent:
rec={}
rec['data'] = dictionary_json['catalog'][icat['name']]['name']
rec['attr'] = {'nclass':icat['name']}
children = fnChildren(
catalog_json=catalog_json,
dictionary_json=dictionary_json,
parent=icat['name'])
if (children):
rec['children'] = children
data.append(rec)
data.sort(key=lambda x: x['data'])
return data
with codecs.open(conf.file_catalog_json, 'rt', encoding='utf-8') as f:
catalog_json = json.load(f)
for fd in os.listdir(conf.path_dictionary_json):
with codecs.open(conf.path_dictionary_json+fd, 'rt', encoding='utf-8') as f:
fjson = json.load(f)
if (fjson['language'] == lang[0]):
dictionary_json = fjson
break
datajson = fnChildren(catalog_json=catalog_json,
dictionary_json=dictionary_json)
datajson = [{'data':u'выбрать все', 'attr':{'class':'root', 'nclass':'root'}, 'state':'open', 'children':datajson}]
write_file = open(conf.file_tree_json, "w")
write_file.write(json.dumps(datajson))
log.add ('end createTree', level=loglevel, file=file_log)
def returnbook(bookID, end=None):
"""Description """
c = connection()
cur = c.cursor()
cur.execute(
'SELECT * FROM borrowings WHERE id_book=? AND start_date IS NOT NULL AND end_date IS NULL;',
(bookID, ))
if (cur.fetchone() is None):
logger.add(
"Book with id=%d is not borrowed, it's on the shelf." % (bookID, ),
1)
return
if (end):
cur.execute(
'UPDATE borrowings SET end_date=? WHERE id_book=? AND end_date IS NULL;',
(end, bookID))
else:
cur.execute(
'UPDATE borrowings SET end_date=date("now") WHERE id_book=? AND end_date IS NULL;',
(bookID, ))
c.commit()
logger.add("The book has been returned.", 3)
c.close()
def loadManifest(fileName):
"""Manifests contain metadata for other addons. A manifest may
augment or replace the metadata of an existing addon, or define an
entirely new addon.
@param fileName Path of the manifest file.
@return Identifier of the addon the manifest is associated with.
"""
identifier = paths.getBase(fileName)
if exists(identifier):
a = get(identifier)
else:
# Create a new addon.
a = ao.Addon(identifier, fileName)
addons[identifier] = a
# The manifest contains metadata configuration.
try:
a.parseConfiguration(file(fileName).read())
except Exception, x:
logger.add(logger.HIGH, 'error-read-manifest', fileName, str(x))
def loadManifest(fileName):
"""Manifests contain metadata for other addons. A manifest may
augment or replace the metadata of an existing addon, or define an
entirely new addon.
@param fileName Path of the manifest file.
@return Identifier of the addon the manifest is associated with.
"""
identifier = paths.getBase(fileName)
if exists(identifier):
a = get(identifier)
else:
# Create a new addon.
a = ao.Addon(identifier, fileName)
addons[identifier] = a
# The manifest contains metadata configuration.
try:
a.parseConfiguration(file(fileName).read())
except Exception, x:
logger.add(logger.HIGH, "error-read-manifest", fileName, str(x))
def test_step(log_level=0):
log_file = 'test.log'
conn = psycopg2.connect(host=conf.addrfull_host,
database=conf.addrfull_database,
user=conf.addrfull_user,
password=conf.addrfull_password)
cur = conn.cursor(cursor_factory=psycopg2.extras.RealDictCursor)
cur.execute("""SELECT min(id) as min, max(id) as max FROM %(table)s;""",
{'table': conf.addr_table})
limit = cur.fetchone()
limit['max'] = limit['min'] + 300000
step = 300000
log.add('start round, step=' + str(step) + ' range=' +
str(limit['max'] - limit['min']),
level=log_level,
file=log_file) # # # # #
for n in range(limit['min'], limit['max'], step):
if limit['min'] >= limit['max']:
break
log.add('step = ' + str(n) + ' / ' + str(
int((float(n) - limit['min']) /
(limit['max'] - limit['min']) * 100)) + '%',
level=log_level + 1,
file=log_file)
cur = conn.cursor()
cur.execute(
"""
UPDATE %(table)s AS search1
SET
country=search2.country, country_id=search2.country_id,
region=search2.region, region_id=search2.region_id,
district=search2.district, district_id=search2.district_id,
city=search2.city, city_id=search2.id
FROM %(table)s AS search2
WHERE ((search2.geom && search1.geom) AND ST_Covers(search2.geom, search1.geom))
AND search2.city is not null
--AND search1.city is null
--AND (search1.street is not null or search1.housenumber is not null)
AND search2.addr_type_id = 20 --city
AND (ST_IsValid(search2.geom))
AND (ST_IsValid(search1.geom))
AND (search1.id>=%(min)s AND search1.id<%(max)s)
AND (search1.member_role = 'outer' OR search1.member_role is null);
""", {
'table': conf.addr_table,
'min': n,
'max': n + step
})
conn.rollback()
log.add('end round', level=log_level, file=log_file) # # # # #
def update(loglevel=0, noLoad=False, onlyAddr=False):
if not noLoad:
load(update = True, loglevel = loglevel+1)
conn = psycopg2.connect(host=conf.addrfull_host, database=conf.addrfull_database, user=conf.addrfull_user, password=conf.addrfull_password)
log.add ('update addr', level=loglevel, file=file_log)
ershkus_addr.updateAddr(conn, loglevel=loglevel+1)
if not onlyAddr:
log.add ('update poi', level=loglevel, file=file_log)
ershkus_poi.updatePOI(conn, loglevel=loglevel+1)
if conf.sphinx_reindex:
log.add ('update sphinx index', level=loglevel, file=file_log)
cmdrun(cmd=conf.cmdindexrotate, errorText='! error update sphinx index', loglevel=loglevel)
log.add ('update sphinx index complite', level=loglevel, file=file_log)
def insert(loglevel=0, noLoad=False, onlyAddr=False, onlyPOI=False):
if not noLoad:
load(update = False, loglevel = loglevel+1)
conn = psycopg2.connect(host=conf.addrfull_host, database=conf.addrfull_database, user=conf.addrfull_user, password=conf.addrfull_password)
conn.set_client_encoding('UTF8')
if not onlyPOI:
log.add ('insert addr', level=loglevel, file=file_log)
ershkus_addr.insertAddr(conn, loglevel=loglevel+1)
if not onlyAddr:
log.add ('insert poi', level=loglevel, file=file_log)
ershkus_poi.insertPOI(conn, loglevel=loglevel+1)
if conf.sphinx_reindex:
log.add ('update sphinx index', level=loglevel, file=file_log)
cmdrun(cmd=conf.cmdindexrotate, errorText='! error update sphinx index', loglevel=loglevel)
log.add ('update sphinx index complite', level=loglevel, file=file_log)
def update(log_level=0, load_files=True, only_addr=False):
if load_files:
load(to_update=True, log_level=log_level + 1)
conn = psycopg2.connect(host=conf.addrfull_host,
database=conf.addrfull_database,
user=conf.addrfull_user,
password=conf.addrfull_password)
log.add('update addr', level=log_level, file=file_log)
stapio_addr.update_addr(conn, log_level=log_level + 1)
if not only_addr:
log.add('update poi', level=log_level, file=file_log)
stapio_poi.update_poi(conn, log_level=log_level + 1)
if conf.sphinx_reindex:
log.add('update sphinx index', level=log_level, file=file_log)
cmd_run(cmd=conf.cmdindexrotate,
error_text='! error update sphinx index',
log_level=log_level)
log.add('update sphinx index complete', level=log_level, file=file_log)
def add_tag(tag):
"""Description """
c = connection()
cur = c.cursor()
try:
cur.execute('INSERT INTO tag(name) VALUES(?);', (tag, ))
except sqlite3.Error as er:
logger.add('SQLite error: %s' % (' '.join(er.args)), 1)
if (cur.rowcount == 1):
logger.add("Tag '%s' added to database %s" % (tag, DB_NAME), 3)
else:
logger.add(
"Tag '%s' already exists in the database %s" % (tag, DB_NAME), 2)
c.commit()
c.close()
return cur.lastrowid
def add_author(fname, lname):
"""Description """
c = connection()
cur = c.cursor()
try:
cur.execute('INSERT INTO author(first_name,last_name) VALUES(?,?);',
(fname, lname))
except sqlite3.Error as er:
logger.add('SQLite error: %s' % (' '.join(er.args)), 1)
if (cur.rowcount == 1):
logger.add(
"Author '%s %s' added to database %s" % (fname, lname, DB_NAME), 3)
else:
logger.add(
"Author '%s %s' already exists in the database %s" %
(fname, lname, DB_NAME), 3)
c.commit()
c.close()
return cur.lastrowid
def testStep(loglevel=0):
fileLog = 'test.log'
conn = psycopg2.connect(host=conf.addrfull_host, database=conf.addrfull_database, user=conf.addrfull_user, password=conf.addrfull_password)
conn.set_client_encoding('UTF8')
cur = conn.cursor(cursor_factory=psycopg2.extras.RealDictCursor)
cur.execute("""SELECT min(id) as min, max(id) as max FROM ershkus_search_addr;""")
limit = cur.fetchone()
limit['max'] = limit['min']+300000
step = 300000
log.add ('start round, step='+str(step)+' range='+str(limit['max']-limit['min']), level=loglevel, file=fileLog) # # # # #
for n in range(limit['min'], limit['max'], step):
if limit['min'] >= limit['max']:
break
log.add ('step = '+str(n)+' / '+str(int((float(n)-limit['min'])/(limit['max']-limit['min'])*100))+'%', level=loglevel+1, file=fileLog)
cur = conn.cursor()
cur.execute("""
UPDATE ershkus_search_addr AS search1
SET
country=search2.country, country_id=search2.country_id,
region=search2.region, region_id=search2.region_id,
district=search2.district, district_id=search2.district_id,
city=search2.city, city_id=search2.id
FROM ershkus_search_addr AS search2
WHERE ((search2.geom && search1.geom) AND ST_Covers(search2.geom, search1.geom))
AND search2.city is not null
--AND search1.city is null
--AND (search1.street is not null or search1.housenumber is not null)
AND search2.addr_type_id = 20 --city
AND (ST_IsValid(search2.geom))
AND (ST_IsValid(search1.geom))
AND (search1.id>=%(min)s AND search1.id<%(max)s)
AND (search1.member_role = 'outer' OR search1.member_role is null);
""", {'min': n, 'max': n+step})
conn.rollback()
log.add ('end round', level=loglevel, file=fileLog) # # # # #
def add_person(fname, lname, email=None, phone=None):
"""Description """
c = connection()
cur = c.cursor()
try:
cur.execute(
'INSERT INTO people(first_name,last_name,email,phone) VALUES(?,?,?,?);',
(fname, lname, email, phone))
except sqlite3.Error as er:
logger.add('SQLite error: %s' % (' '.join(er.args)), 1)
if (cur.rowcount == 1):
logger.add(
"Person '%s %s (Email:%s, Phone:%s)' added to database %s" %
(fname, lname, email, phone, DB_NAME), 3)
else:
logger.add(
"Person '%s %s (Email:%s, Phone:%s)' already exists in the database %s"
% (fname, lname, email, phone, DB_NAME), 2)
c.commit()
c.close()
return cur.lastrowid
def get_ad_user_list_by_login():
try:
if config.DEBUG:
log.add("user_ad_postgres_db.py connect to: dbname='" + config.user_list_db_name + "' user='******' host='" + config.user_list_db_host + "' password='******'")
conn = psycopg2.connect("dbname='" + config.user_list_db_name + "' user='******' host='" + config.user_list_db_host + "' password='******'")
cur = conn.cursor()
except psycopg2.Error as e:
log.add("user_ad_postgres_db.py I am unable to connect to the database: %s" % e.pgerror);return False
try:
sql="""select
fio,
name,
familiya,
otchestvo,
login,
old_login,
passwd,
drsk_email,
drsk_email_passwd,
rsprim_email,
rsprim_email_passwd,
hostname,
ip,
os,
os_version,
patches,
doljnost,
add_time,
add_ip,
add_user_name,
old_familiya
from ad_users
"""
if config.DEBUG:
log.add("user_ad_postgres_db.py sql=%s" % sql)
cur.execute(sql)
data = cur.fetchall()
except psycopg2.Error as e:
log.add("user_ad_postgres_db.py I am unable select data from db: %s" % e.pgerror);return False
user_list={}
for line in data:
user={}
user["fio"]=line[0]
user["name"]=line[1]
user["familiya"]=line[2]
user["otchestvo"]=line[3]
user["login"]=line[4]
user["old_login"]=line[5]
user["passwd"]=line[6]
user["drsk_email"]=line[7]
user["drsk_email_passwd"]=line[8]
user["rsprim_email"]=line[9]
user["rsprim_email_passwd"]=line[10]
user["hostname"]=line[11]
user["ip"]=line[12]
user["os"]=line[13]
user["os_version"]=line[14]
user["patches"]=line[15]
user["doljnost"]=line[16]
user["add_time"]=line[17]
user["add_ip"]=line[18]
user["add_user_name"]=line[19]
user["old_familiya"]=line[20]
user_list[user["login"]]=user
return user_list
def add_ad_user(name, familiya, otchestvo, login, old_login, passwd, drsk_email, drsk_email_passwd, rsprim_email, rsprim_email_passwd, hostname, ip, os, os_version, patches, doljnost, add_ip, add_user_name):
try:
if config.DEBUG:
log.add("user_ad_postgres_db.py connect to: dbname='" + config.user_list_db_name + "' user='******' host='" + config.user_list_db_host + "' password='******'")
conn = psycopg2.connect("dbname='" + config.user_list_db_name + "' user='******' host='" + config.user_list_db_host + "' password='******'")
cur = conn.cursor()
except psycopg2.Error as e:
log.add("user_ad_postgres_db.py I am unable to connect to the database: %s" % e.pgerror);return STATUS_INTERNAL_ERROR
fio=familiya + " " + name + " " + otchestvo
# Проверяем, есть ли уже такой:
result=[]
try:
sql="""select rsprim_email from ad_users where rsprim_email='%(rsprim_email)s'""" \
% {\
"rsprim_email":rsprim_email \
}
if config.DEBUG:
log.add("user_ad_postgres_db.py user_ad_postgres_db.py add_ad_user() exec sql: %s" % sql)
cur.execute(sql)
result=cur.fetchall()
except psycopg2.Error as e:
log.add("user_ad_postgres_db.py ERROR postgres select: %s" % e.pgerror)
return STATUS_INTERNAL_ERROR
if len(result) > 0:
# Уже есть такой аккаунт:
return STATUS_USER_EXIST
try:
sql="""insert into ad_users (
fio,
name,
familiya,
otchestvo,
login,
old_login,
passwd,
drsk_email,
drsk_email_passwd,
rsprim_email,
rsprim_email_passwd,
hostname,
ip,
os,
os_version,
patches,
doljnost,
add_time,
add_ip,
add_user_name
)
VALUES (
'%(fio)s',
'%(name)s',
'%(familiya)s',
'%(otchestvo)s',
'%(login)s',
'%(old_login)s',
'%(passwd)s',
'%(drsk_email)s',
'%(drsk_email_passwd)s',
'%(rsprim_email)s',
'%(rsprim_email_passwd)s',
'%(hostname)s',
'%(ip)s',
'%(os)s',
'%(os_version)s',
'%(patches)s',
'%(doljnost)s',
now(),
'%(add_ip)s',
'%(add_user_name)s'
)""" % \
{\
"fio":fio,\
"name":name,\
"familiya":familiya,\
"otchestvo":otchestvo,\
"login":login,\
"old_login":old_login,\
"passwd":passwd,\
"drsk_email":drsk_email,\
"drsk_email_passwd":drsk_email_passwd,\
"rsprim_email":rsprim_email,\
"rsprim_email_passwd":rsprim_email_passwd,\
"hostname":hostname,\
"ip":ip,\
"os":os,\
"os_version":os_version,\
"patches":patches,\
"doljnost":doljnost,\
"add_ip":add_ip,\
"add_user_name":add_user_name\
}
if config.DEBUG:
log.add("user_ad_postgres_db.py sql=%s" % sql)
cur.execute(sql)
conn.commit()
except psycopg2.Error as e:
log.add("user_ad_postgres_db.py I am unable insert data to db: %s" % e.pgerror);return STATUS_INTERNAL_ERROR
return STATUS_SUCCESS
def validate_official(
args,
data_loader,
model,
global_stats,
logger,
mode='dev',
):
"""Run one full validation.
"""
eval_time = Timer()
# Run through examples
global_pred_loc, global_target_loc, is_buggy, global_target_probs, \
global_correct_fix = None, None, None, None, None
with torch.no_grad():
if args.use_tqdm:
pbar = tqdm(data_loader)
else:
pbar = data_loader
for idx, ex in enumerate(pbar):
batch_size = ex['batch_size']
logits_loc, logits_fix = model.predict(ex)
pred_loc = np.argmax(logits_loc.cpu().numpy(), axis=1) - 1
pred_fix = np.argmax(logits_fix.cpu().numpy(), axis=1)
scope_mask = ex["scope_t"] # batch x seq_len
logits_fix = logits_fix.masked_fill(~scope_mask, -1e18)
pointer_probs = F.softmax(logits_fix, dim=1) # batch x seq_len
target_mask = ex["fixes_t"] # batch x seq_len
target_probs = (target_mask * pointer_probs).sum(dim=-1) # batch
target_fix = ex["target_fix"].cpu().numpy()
correct_fix = target_fix[np.arange(target_fix.shape[0]), pred_fix]
if global_pred_loc is None:
global_pred_loc = pred_loc
global_target_loc = ex["target_pos"].cpu().numpy()
global_correct_fix = correct_fix
is_buggy = ex["mask_incorrect"].cpu().numpy()
global_target_probs = target_probs.cpu().numpy()
else:
global_pred_loc = np.hstack((global_pred_loc, pred_loc))
global_target_loc = np.hstack((global_target_loc,\
ex["target_pos"].cpu().numpy()))
global_correct_fix = np.hstack(
(global_correct_fix, correct_fix))
is_buggy = np.hstack(
(is_buggy, ex["mask_incorrect"].cpu().numpy()))
global_target_probs = np.hstack((global_target_probs, \
target_probs.cpu().numpy()))
# Store two metrics: the accuracy at predicting specifically the non-buggy samples correctly (to measure false alarm rate), and the accuracy at detecting the real bugs.
loc_correct = (global_pred_loc == global_target_loc)
no_bug_pred_acc = (
(1 - is_buggy) * loc_correct).sum() / (1e-9 +
(1 - is_buggy).sum()) * 100
bug_loc_acc = (is_buggy * loc_correct).sum() / (1e-9 +
(is_buggy).sum()) * 100
# Version by Hellendoorn et al:
# To simplify the comparison, accuracy is computed as achieving >= 50% probability for the top guess
# (as opposed to the slightly more accurate, but hard to compute quickly, greatest probability among distinct variable names).
fix_correct = (global_target_probs >= 0.5)
target_fix_acc = (is_buggy * fix_correct).sum() / (1e-9 +
(is_buggy).sum()) * 100
joint_acc_bug = (is_buggy * loc_correct *
fix_correct).sum() / (1e-9 + (is_buggy).sum()) * 100
result = dict()
result['no_bug_pred_acc'] = no_bug_pred_acc
result['bug_loc_acc'] = bug_loc_acc
result['bug_fix_acc'] = target_fix_acc
result['joint_acc_bug'] = joint_acc_bug
result["ev_time"] = eval_time.time()
logger.add(global_stats['epoch'], **result)
logger.print("%s valid official: " % mode +
"no_bug_pred_acc = %.2f | bug_loc_acc = %.2f " %
(no_bug_pred_acc, bug_loc_acc) +
"target_fix_acc = %.2f | joint_acc_bug = %.2f " %
(target_fix_acc, joint_acc_bug) +
'test time = %.2f (s)' % eval_time.time())
gc.collect()
return result
def load(update, today=False, loglevel=0):
log.add (('load start (update=%s)' % update), level=loglevel, file=file_log)
file={'temp':conf.tempdir, 'authFileOsmosis':conf.authFileOsmosis}
if not os.path.exists('data'):
os.mkdir('data')
i=0
if update:
file['name_d'] = conf.workdir + 'data/load%s.osc.gz'
file['name_e'] = conf.workdir + 'data/load%se.osc'
file['url_list'] = conf.urlmaskosc
file['osmosis_read'] = 'read-xml-change'
file['osmosis_merge'] = 'merge-change --sort-change'
file['osmosis_write'] = 'write-xml-change'
file['osmosis_writedb'] = 'write-pgsql-change'
# загрузим предыдущую позицию
f = open(conf.workactual + 'upd_date.dat','r')
file['date_s'] = datetime.datetime.strptime(f.readline(), conf.format_datetime)
f.close()
file['date_e'] = file['date_s'] + datetime.timedelta(days=1)
file['daystart'] = file['date_s'].strftime("%y%m%d")
file['dayend'] = file['date_e'].strftime("%y%m%d")
else:
file['name_d'] = conf.workdir + 'data/load%s.pbf'
file['name_e'] = conf.workdir + 'data/load%se.pbf'
file['url_list'] = conf.urlpbf
file['osmosis_read'] = 'read-pbf'
file['osmosis_merge'] = 'merge --sort'
file['osmosis_write'] = 'write-pbf'
file['osmosis_writedb'] = 'write-pgsql'
info = {'load':False, 'next_load':True}
if not update:
urllib.urlretrieve(conf.urlpbfmeta, conf.workdir + "data/load.pbf.meta")
while info['next_load']:
if update:
log.add ('load date at ' + file['date_s'].strftime(conf.format_datetime), level=loglevel, file=file_log)
for url_file in file['url_list']:
i += 1
file['end'] = (file['name_e'] % i)
log.add (('load, i=%s' % i), level=loglevel+1, file=file_log)
file['now'] = (file['name_d'] % i)
url_file = url_file % file
try:
asock = urllib2.urlopen(url_file)
except urllib2.HTTPError, e:
if e.code == 404:
info['next_load'] = False
file['date_e'] = file['date_s'] - datetime.timedelta(days=1)
break
log.add (('! error download (code=%s)' % e.code), level=loglevel+1, file=file_log)
raise e
print url_file
urllib.urlretrieve(url_file, file['now'])
if update:
log.add ('decompress', level=loglevel+1, file=file_log)
cmdrun(cmd=('gzip -df '+file['now']), errorText=('! error decompress, i=%s' % i), loglevel=loglevel+1)
file['now'] = file['now'][:-3]
if i == 1:
file['in'] = file['now']
continue
log.add (('merge, i=%s' % i), level=loglevel+1, file=file_log)
file['n'] = file['now']
cmd = 'osmosis -quiet --%(osmosis_read)s file=%(in)s '
cmd += '--%(osmosis_read)s file=%(n)s --%(osmosis_merge)s '
cmd += '--%(osmosis_write)s file=%(end)s'
cmd = cmd % file
#print cmd # # # # # # # # # # # # # #
cmdrun(cmd, errorText=('! error merge, i=%s' % i), loglevel=loglevel+1)
file['in'] = file['end']
if info['next_load']:
info['load'] = True
if update:
file['date_s'] = file['date_e']
file['date_e'] = file['date_s'] + datetime.timedelta(days=1)
file['daystart'] = file['date_s'].strftime("%y%m%d")
file['dayend'] = file['date_e'].strftime("%y%m%d")
else:
info['next_load'] = False
file['date_s'] = file['date_e']
file['date_e'] = file['date_s'] + datetime.timedelta(days=1)
file['daystart'] = file['date_s'].strftime("%y%m%d")
file['dayend'] = file['date_e'].strftime("%y%m%d")
else:
info['next_load'] = False
if not info['load']:
raise Exception('no load from pbf/osc')
conn = psycopg2.connect(host=conf.addrfull_host, database=conf.addrfull_database, user=conf.addrfull_user, password=conf.addrfull_password)
if not update:
pbfmeta = ConfigParser.RawConfigParser()
pbfmeta.read(conf.workdir + 'data/load.pbf.meta')
file['date_e'] = datetime.datetime.strptime(pbfmeta.get('DEFAULT', 'version'), '%Y-%m-%d %H:%M:%S')
log.add ('pbf at ' + file['date_e'].strftime(conf.format_datetime), level=loglevel, file=file_log)
log.add ('clear db', level=loglevel, file=file_log)
cur = conn.cursor()
cur.execute("""
TRUNCATE TABLE nodes;
TRUNCATE TABLE relation_members;
TRUNCATE TABLE relations;
TRUNCATE TABLE users;
TRUNCATE TABLE way_nodes;
TRUNCATE TABLE ways;
TRUNCATE TABLE deleted_entries;
""")
conn.commit()
log.add ('load in db', level=loglevel, file=file_log)
cmd = 'osmosis -quiet --%(osmosis_read)s file=%(in)s '
def load(update, today=False, loglevel=0):
log.add (('load start (update=%s)' % update), level=loglevel, file=file_log)
file={'temp':conf.tempdir, 'authFileOsmosis':conf.authFileOsmosis}
if not os.path.exists('data'):
os.mkdir('data')
i=0
if update:
file['name_d'] = conf.workdir + 'data/load%s.osc.gz'
file['name_e'] = conf.workdir + 'data/load%se.osc'
file['url_list'] = conf.urlmaskosc
file['osmosis_read'] = 'read-xml-change'
file['osmosis_merge'] = 'merge-change --sort-change'
file['osmosis_write'] = 'write-xml-change'
file['osmosis_writedb'] = 'write-pgsql-change'
# загрузим предыдущую позицию
f = open(conf.workactual + 'upd_date.dat','r')
file['date_s'] = datetime.datetime.strptime(f.readline(), conf.format_datetime)
f.close()
file['date_e'] = file['date_s'] + datetime.timedelta(days=1)
file['daystart'] = file['date_s'].strftime("%y%m%d")
file['dayend'] = file['date_e'].strftime("%y%m%d")
else:
file['name_d'] = conf.workdir + 'data/load%s.pbf'
file['name_e'] = conf.workdir + 'data/load%se.pbf'
file['url_list'] = conf.urlpbf
file['osmosis_read'] = 'read-pbf'
file['osmosis_merge'] = 'merge --sort'
file['osmosis_write'] = 'write-pbf'
file['osmosis_writedb'] = 'write-pgsql'
info = {'load':False, 'next_load':True}
# отключил meta
# if not update:
# urllib.urlretrieve(conf.urlpbfmeta, conf.workdir + "data/load.pbf.meta")
while info['next_load']:
if update:
log.add ('load date at ' + file['date_s'].strftime(conf.format_datetime), level=loglevel, file=file_log)
for url_file in file['url_list']:
i += 1
file['end'] = (file['name_e'] % i)
log.add (('load, i=%s' % i), level=loglevel+1, file=file_log)
file['now'] = (file['name_d'] % i)
url_file = url_file % file
# try:
# asock = urllib2.urlopen(url_file)
# except urllib2.HTTPError, e:
# if e.code == 404:
# info['next_load'] = False
# file['date_e'] = file['date_s'] - datetime.timedelta(days=1)
# break
# log.add (('! error download (code=%s)' % e.code), level=loglevel+1, file=file_log)
# raise e
# print url_file
urllib.request.urlretrieve(url_file, file['now'])
if update:
log.add ('decompress', level=loglevel+1, file=file_log)
cmdrun(cmd=('gzip -df '+file['now']), errorText=('! error decompress, i=%s' % i), loglevel=loglevel+1)
file['now'] = file['now'][:-3]
if i == 1:
file['in'] = file['now']
continue
log.add (('merge, i=%s' % i), level=loglevel+1, file=file_log)
file['n'] = file['now']
cmd = 'osmosis -quiet --%(osmosis_read)s file=%(in)s '
cmd += '--%(osmosis_read)s file=%(n)s --%(osmosis_merge)s '
cmd += '--%(osmosis_write)s file=%(end)s'
cmd = cmd % file
#print cmd # # # # # # # # # # # # # #
cmdrun(cmd, errorText=('! error merge, i=%s' % i), loglevel=loglevel+1)
file['in'] = file['end']
if info['next_load']:
info['load'] = True
if update:
file['date_s'] = file['date_e']
file['date_e'] = file['date_s'] + datetime.timedelta(days=1)
file['daystart'] = file['date_s'].strftime("%y%m%d")
file['dayend'] = file['date_e'].strftime("%y%m%d")
else:
info['next_load'] = False
if not info['load']:
raise Exception('no load from pbf/osc')
conn = psycopg2.connect(host=conf.addrfull_host, database=conf.addrfull_database, user=conf.addrfull_user, password=conf.addrfull_password)
conn.set_client_encoding('UTF8')
if not update:
# отключил meta
# pbfmeta = ConfigParser.RawConfigParser()
# pbfmeta.read(conf.workdir + 'data/load.pbf.meta')
# file['date_e'] = datetime.datetime.strptime(pbfmeta.get('DEFAULT', 'version'), '%Y-%m-%d %H:%M:%S')
# log.add ('pbf at ' + file['date_e'].strftime(conf.format_datetime), level=loglevel, file=file_log)
log.add ('clear db', level=loglevel, file=file_log)
cur = conn.cursor()
cur.execute("""
TRUNCATE TABLE nodes;
TRUNCATE TABLE relation_members;
TRUNCATE TABLE relations;
TRUNCATE TABLE users;
TRUNCATE TABLE way_nodes;
TRUNCATE TABLE ways;
TRUNCATE TABLE deleted_entries;
""")
conn.commit()
log.add ('load in db', level=loglevel, file=file_log)
#cmd = 'export JAVACMD_OPTIONS="-Djava.io.tmpdir=' + conf.workdir + 'tmp" && '
#cmd = 'export JAVA_OPTIONS="-Xmx8G -server" && '
cmd = ''
cmd += 'osmosis -quiet --%(osmosis_read)s file=%(in)s '
# cmd += '--buffer --%(osmosis_writedb)s authFile=%(authFileOsmosis)s nodeLocationStoreType=TempFile validateSchemaVersion=no'
cmd += '--%(osmosis_writedb)s authFile=%(authFileOsmosis)s nodeLocationStoreType=TempFile validateSchemaVersion=no'
cmd = cmd % file
# log.add ('cmd: ' + cmd, level=loglevel, file=file_log)
cmdrun(cmd, errorText='! error load in db', loglevel=loglevel)
# сохраним текущую позицию
# отключил meta
# log.add ('save date', level=loglevel, file=file_log)
# f = open(conf.workactual + 'upd_date.dat','w')
# f.write(file['date_e'].strftime(conf.format_datetime))
# f.close()
log.add ('load complite', level=loglevel, file=file_log)