from . processors . exceptions import ProcessorException
import changedetectionio . content_fetchers . exceptions as content_fetchers_exceptions
from changedetectionio . processors . text_json_diff . processor import FilterNotFoundInResponse
from changedetectionio import html_tools
import importlib
import os
import queue
import threading
import time
# A single update worker
#
# Requests for checking on a single site(watch) from a queue of watches
# (another process inserts watches into the queue that are time-ready for checking)
from loguru import logger
class update_worker ( threading . Thread ) :
current_uuid = None
def __init__ ( self , q , notification_q , app , datastore , * args , * * kwargs ) :
self . q = q
self . app = app
self . notification_q = notification_q
self . datastore = datastore
super ( ) . __init__ ( * args , * * kwargs )
def queue_notification_for_watch ( self , notification_q , n_object , watch ) :
from changedetectionio import diff
dates = [ ]
trigger_text = ' '
now = time . time ( )
if watch :
watch_history = watch . history
dates = list ( watch_history . keys ( ) )
trigger_text = watch . get ( ' trigger_text ' , [ ] )
# Add text that was triggered
if len ( dates ) :
snapshot_contents = watch . get_history_snapshot ( dates [ - 1 ] )
else :
snapshot_contents = " No snapshot/history available, the watch should fetch atleast once. "
# HTML needs linebreak, but MarkDown and Text can use a linefeed
if n_object . get ( ' notification_format ' ) == ' HTML ' :
line_feed_sep = " <br> "
# Snapshot will be plaintext on the disk, convert to some kind of HTML
snapshot_contents = snapshot_contents . replace ( ' \n ' , line_feed_sep )
else :
line_feed_sep = " \n "
triggered_text = ' '
if len ( trigger_text ) :
from . import html_tools
triggered_text = html_tools . get_triggered_text ( content = snapshot_contents , trigger_text = trigger_text )
if triggered_text :
triggered_text = line_feed_sep . join ( triggered_text )
# Could be called as a 'test notification' with only 1 snapshot available
prev_snapshot = " Example text: example test \n Example text: change detection is cool \n Example text: some more examples \n "
current_snapshot = " Example text: example test \n Example text: change detection is fantastic \n Example text: even more examples \n Example text: a lot more examples "
if len ( dates ) > 1 :
prev_snapshot = watch . get_history_snapshot ( dates [ - 2 ] )
current_snapshot = watch . get_history_snapshot ( dates [ - 1 ] )
n_object . update ( {
' current_snapshot ' : snapshot_contents ,
' diff ' : diff . render_diff ( prev_snapshot , current_snapshot , line_feed_sep = line_feed_sep ) ,
' diff_added ' : diff . render_diff ( prev_snapshot , current_snapshot , include_removed = False , line_feed_sep = line_feed_sep ) ,
' diff_full ' : diff . render_diff ( prev_snapshot , current_snapshot , include_equal = True , line_feed_sep = line_feed_sep ) ,
' diff_patch ' : diff . render_diff ( prev_snapshot , current_snapshot , line_feed_sep = line_feed_sep , patch_format = True ) ,
' diff_removed ' : diff . render_diff ( prev_snapshot , current_snapshot , include_added = False , line_feed_sep = line_feed_sep ) ,
' notification_timestamp ' : now ,
' screenshot ' : watch . get_screenshot ( ) if watch and watch . get ( ' notification_screenshot ' ) else None ,
' triggered_text ' : triggered_text ,
' uuid ' : watch . get ( ' uuid ' ) if watch else None ,
' watch_url ' : watch . get ( ' url ' ) if watch else None ,
} )
n_object . update ( watch . extra_notification_token_values ( ) )
logger . trace ( f " Main rendered notification placeholders (diff_added etc) calculated in { time . time ( ) - now : .3f } s " )
logger . debug ( " Queued notification for sending " )
notification_q . put ( n_object )
# Prefer - Individual watch settings > Tag settings > Global settings (in that order)
def _check_cascading_vars ( self , var_name , watch ) :
from changedetectionio . notification import (
default_notification_format_for_watch ,
default_notification_body ,
default_notification_title
)
# Would be better if this was some kind of Object where Watch can reference the parent datastore etc
v = watch . get ( var_name )
if v and not watch . get ( ' notification_muted ' ) :
if var_name == ' notification_format ' and v == default_notification_format_for_watch :
return self . datastore . data [ ' settings ' ] [ ' application ' ] . get ( ' notification_format ' )
return v
tags = self . datastore . get_all_tags_for_watch ( uuid = watch . get ( ' uuid ' ) )
if tags :
for tag_uuid , tag in tags . items ( ) :
v = tag . get ( var_name )
if v and not tag . get ( ' notification_muted ' ) :
return v
if self . datastore . data [ ' settings ' ] [ ' application ' ] . get ( var_name ) :
return self . datastore . data [ ' settings ' ] [ ' application ' ] . get ( var_name )
# Otherwise could be defaults
if var_name == ' notification_format ' :
return default_notification_format_for_watch
if var_name == ' notification_body ' :
return default_notification_body
if var_name == ' notification_title ' :
return default_notification_title
return None
def send_content_changed_notification ( self , watch_uuid ) :
n_object = { }
watch = self . datastore . data [ ' watching ' ] . get ( watch_uuid )
if not watch :
return
watch_history = watch . history
dates = list ( watch_history . keys ( ) )
# Theoretically it's possible that this could be just 1 long,
# - In the case that the timestamp key was not unique
if len ( dates ) == 1 :
raise ValueError (
" History index had 2 or more, but only 1 date loaded, timestamps were not unique? maybe two of the same timestamps got written, needs more delay? "
)
# Should be a better parent getter in the model object
# Prefer - Individual watch settings > Tag settings > Global settings (in that order)
n_object [ ' notification_urls ' ] = self . _check_cascading_vars ( ' notification_urls ' , watch )
n_object [ ' notification_title ' ] = self . _check_cascading_vars ( ' notification_title ' , watch )
n_object [ ' notification_body ' ] = self . _check_cascading_vars ( ' notification_body ' , watch )
n_object [ ' notification_format ' ] = self . _check_cascading_vars ( ' notification_format ' , watch )
# (Individual watch) Only prepare to notify if the rules above matched
queued = False
if n_object and n_object . get ( ' notification_urls ' ) :
queued = True
count = watch . get ( ' notification_alert_count ' , 0 ) + 1
self . datastore . update_watch ( uuid = watch_uuid , update_obj = { ' notification_alert_count ' : count } )
self . queue_notification_for_watch ( notification_q = self . notification_q , n_object = n_object , watch = watch )
return queued
def send_filter_failure_notification ( self , watch_uuid ) :
threshold = self . datastore . data [ ' settings ' ] [ ' application ' ] . get ( ' filter_failure_notification_threshold_attempts ' )
watch = self . datastore . data [ ' watching ' ] . get ( watch_uuid )
if not watch :
return
n_object = { ' notification_title ' : ' Changedetection.io - Alert - CSS/xPath filter was not present in the page ' ,
' notification_body ' : " Your configured CSS/xPath filters of ' {} ' for {{ {{ watch_url}}}} did not appear on the page after {} attempts, did the page change layout? \n \n Link: {{ {{ base_url}}}}/edit/ {{ {{ watch_uuid}}}} \n \n Thanks - Your omniscient changedetection.io installation :) \n " . format (
" , " . join ( watch [ ' include_filters ' ] ) ,
threshold ) ,
' notification_format ' : ' text ' }
if len ( watch [ ' notification_urls ' ] ) :
n_object [ ' notification_urls ' ] = watch [ ' notification_urls ' ]
elif len ( self . datastore . data [ ' settings ' ] [ ' application ' ] [ ' notification_urls ' ] ) :
n_object [ ' notification_urls ' ] = self . datastore . data [ ' settings ' ] [ ' application ' ] [ ' notification_urls ' ]
# Only prepare to notify if the rules above matched
if ' notification_urls ' in n_object :
n_object . update ( {
' watch_url ' : watch [ ' url ' ] ,
' uuid ' : watch_uuid ,
' screenshot ' : None
} )
self . notification_q . put ( n_object )
logger . debug ( f " Sent filter not found notification for { watch_uuid } " )
else :
logger . debug ( f " NOT sending filter not found notification for { watch_uuid } - no notification URLs " )
def send_step_failure_notification ( self , watch_uuid , step_n ) :
watch = self . datastore . data [ ' watching ' ] . get ( watch_uuid , False )
if not watch :
return
threshold = self . datastore . data [ ' settings ' ] [ ' application ' ] . get ( ' filter_failure_notification_threshold_attempts ' )
n_object = { ' notification_title ' : " Changedetection.io - Alert - Browser step at position {} could not be run " . format ( step_n + 1 ) ,
' notification_body ' : " Your configured browser step at position {} for {{ {{ watch_url}}}} "
" did not appear on the page after {} attempts, did the page change layout? "
" Does it need a delay added? \n \n Link: {{ {{ base_url}}}}/edit/ {{ {{ watch_uuid}}}} \n \n "
" Thanks - Your omniscient changedetection.io installation :) \n " . format ( step_n + 1 , threshold ) ,
' notification_format ' : ' text ' }
if len ( watch [ ' notification_urls ' ] ) :
n_object [ ' notification_urls ' ] = watch [ ' notification_urls ' ]
elif len ( self . datastore . data [ ' settings ' ] [ ' application ' ] [ ' notification_urls ' ] ) :
n_object [ ' notification_urls ' ] = self . datastore . data [ ' settings ' ] [ ' application ' ] [ ' notification_urls ' ]
# Only prepare to notify if the rules above matched
if ' notification_urls ' in n_object :
n_object . update ( {
' watch_url ' : watch [ ' url ' ] ,
' uuid ' : watch_uuid
} )
self . notification_q . put ( n_object )
logger . error ( f " Sent step not found notification for { watch_uuid } " )
def cleanup_error_artifacts ( self , uuid ) :
# All went fine, remove error artifacts
cleanup_files = [ " last-error-screenshot.png " , " last-error.txt " ]
for f in cleanup_files :
full_path = os . path . join ( self . datastore . datastore_path , uuid , f )
if os . path . isfile ( full_path ) :
os . unlink ( full_path )
def run ( self ) :
now = time . time ( )
while not self . app . config . exit . is_set ( ) :
update_handler = None
try :
queued_item_data = self . q . get ( block = False )
except queue . Empty :
pass
else :
uuid = queued_item_data . item . get ( ' uuid ' )
self . current_uuid = uuid
if uuid in list ( self . datastore . data [ ' watching ' ] . keys ( ) ) and self . datastore . data [ ' watching ' ] [ uuid ] . get ( ' url ' ) :
changed_detected = False
contents = b ' '
process_changedetection_results = True
update_obj = { }
# Clear last errors (move to preflight func?)
self . datastore . data [ ' watching ' ] [ uuid ] [ ' browser_steps_last_error_step ' ] = None
watch = self . datastore . data [ ' watching ' ] . get ( uuid )
logger . info ( f " Processing watch UUID { uuid } Priority { queued_item_data . priority } URL { watch [ ' url ' ] } " )
now = time . time ( )
try :
# Processor is what we are using for detecting the "Change"
processor = watch . get ( ' processor ' , ' text_json_diff ' )
# Abort processing when the content was the same as the last fetch
skip_when_same_checksum = queued_item_data . item . get ( ' skip_when_checksum_same ' )
# Init a new 'difference_detection_processor', first look in processors
processor_module_name = f " changedetectionio.processors. { processor } .processor "
try :
processor_module = importlib . import_module ( processor_module_name )
except ModuleNotFoundError as e :
print ( f " Processor module ' { processor } ' not found. " )
raise e
update_handler = processor_module . perform_site_check ( datastore = self . datastore ,
watch_uuid = uuid
)
update_handler . call_browser ( )
changed_detected , update_obj , contents = update_handler . run_changedetection (
watch = watch ,
skip_when_checksum_same = skip_when_same_checksum ,
)
# Re #342
# In Python 3, all strings are sequences of Unicode characters. There is a bytes type that holds raw bytes.
# We then convert/.decode('utf-8') for the notification etc
if not isinstance ( contents , ( bytes , bytearray ) ) :
raise Exception ( " Error - returned data from the fetch handler SHOULD be bytes " )
except PermissionError as e :
logger . critical ( f " File permission error updating file, watch: { uuid } " )
logger . critical ( str ( e ) )
process_changedetection_results = False
# A generic other-exception thrown by processors
except ProcessorException as e :
if e . screenshot :
watch . save_screenshot ( screenshot = e . screenshot )
if e . xpath_data :
watch . save_xpath_data ( data = e . xpath_data )
self . datastore . update_watch ( uuid = uuid , update_obj = { ' last_error ' : e . message } )
process_changedetection_results = False
except content_fetchers_exceptions . ReplyWithContentButNoText as e :
# Totally fine, it's by choice - just continue on, nothing more to care about
# Page had elements/content but no renderable text
# Backend (not filters) gave zero output
extra_help = " "
if e . has_filters :
# Maybe it contains an image? offer a more helpful link
has_img = html_tools . include_filters ( include_filters = ' img ' ,
html_content = e . html_content )
if has_img :
extra_help = " , it ' s possible that the filters you have give an empty result or contain only an image. "
else :
extra_help = " , it ' s possible that the filters were found, but contained no usable text. "
self . datastore . update_watch ( uuid = uuid , update_obj = {
' last_error ' : f " Got HTML content but no text found (With { e . status_code } reply code) { extra_help } "
} )
if e . screenshot :
watch . save_screenshot ( screenshot = e . screenshot , as_error = True )
if e . xpath_data :
watch . save_xpath_data ( data = e . xpath_data )
process_changedetection_results = False
except content_fetchers_exceptions . Non200ErrorCodeReceived as e :
if e . status_code == 403 :
err_text = " Error - 403 (Access denied) received "
elif e . status_code == 404 :
err_text = " Error - 404 (Page not found) received "
elif e . status_code == 407 :
err_text = " Error - 407 (Proxy authentication required) received, did you need a username and password for the proxy? "
elif e . status_code == 500 :
err_text = " Error - 500 (Internal server error) received from the web site "
else :
extra = ' (Access denied or blocked) ' if str ( e . status_code ) . startswith ( ' 4 ' ) else ' '
err_text = f " Error - Request returned a HTTP error code { e . status_code } { extra } "
if e . screenshot :
watch . save_screenshot ( screenshot = e . screenshot , as_error = True )
if e . xpath_data :
watch . save_xpath_data ( data = e . xpath_data , as_error = True )
if e . page_text :
watch . save_error_text ( contents = e . page_text )
self . datastore . update_watch ( uuid = uuid , update_obj = { ' last_error ' : err_text } )
process_changedetection_results = False
except FilterNotFoundInResponse as e :
if not self . datastore . data [ ' watching ' ] . get ( uuid ) :
continue
err_text = " Warning, no filters were found, no change detection ran - Did the page change layout? update your Visual Filter if necessary. "
self . datastore . update_watch ( uuid = uuid , update_obj = { ' last_error ' : err_text } )
# Filter wasnt found, but we should still update the visual selector so that they can have a chance to set it up again
if e . screenshot :
watch . save_screenshot ( screenshot = e . screenshot )
if e . xpath_data :
watch . save_xpath_data ( data = e . xpath_data )
# Only when enabled, send the notification
if watch . get ( ' filter_failure_notification_send ' , False ) :
c = watch . get ( ' consecutive_filter_failures ' , 0 )
c + = 1
# Send notification if we reached the threshold?
threshold = self . datastore . data [ ' settings ' ] [ ' application ' ] . get ( ' filter_failure_notification_threshold_attempts ' , 0 )
logger . debug ( f " Filter for { uuid } not found, consecutive_filter_failures: { c } of threshold { threshold } " )
if c > = threshold :
if not watch . get ( ' notification_muted ' ) :
logger . debug ( f " Sending filter failed notification for { uuid } " )
self . send_filter_failure_notification ( uuid )
c = 0
logger . debug ( f " Reset filter failure count back to zero " )
self . datastore . update_watch ( uuid = uuid , update_obj = { ' consecutive_filter_failures ' : c } )
else :
logger . trace ( f " { uuid } - filter_failure_notification_send not enabled, skipping " )
process_changedetection_results = False
except content_fetchers_exceptions . checksumFromPreviousCheckWasTheSame as e :
# Yes fine, so nothing todo, don't continue to process.
process_changedetection_results = False
changed_detected = False
except content_fetchers_exceptions . BrowserConnectError as e :
self . datastore . update_watch ( uuid = uuid ,
update_obj = { ' last_error ' : e . msg
}
)
process_changedetection_results = False
except content_fetchers_exceptions . BrowserFetchTimedOut as e :
self . datastore . update_watch ( uuid = uuid ,
update_obj = { ' last_error ' : e . msg
}
)
process_changedetection_results = False
except content_fetchers_exceptions . BrowserStepsStepException as e :
if not self . datastore . data [ ' watching ' ] . get ( uuid ) :
continue
error_step = e . step_n + 1
from playwright . _impl . _errors import TimeoutError , Error
# Generally enough info for TimeoutError (couldnt locate the element after default seconds)
err_text = f " Browser step at position { error_step } could not run, check the watch, add a delay if necessary, view Browser Steps to see screenshot at that step. "
if e . original_e . name == " TimeoutError " :
# Just the first line is enough, the rest is the stack trace
err_text + = " Could not find the target. "
else :
# Other Error, more info is good.
err_text + = " " + str ( e . original_e ) . splitlines ( ) [ 0 ]
logger . debug ( f " BrowserSteps exception at step { error_step } { str ( e . original_e ) } " )
self . datastore . update_watch ( uuid = uuid ,
update_obj = { ' last_error ' : err_text ,
' browser_steps_last_error_step ' : error_step
}
)
if watch . get ( ' filter_failure_notification_send ' , False ) :
c = watch . get ( ' consecutive_filter_failures ' , 0 )
c + = 1
# Send notification if we reached the threshold?
threshold = self . datastore . data [ ' settings ' ] [ ' application ' ] . get ( ' filter_failure_notification_threshold_attempts ' ,
0 )
logger . error ( f " Step for { uuid } not found, consecutive_filter_failures: { c } " )
if threshold > 0 and c > = threshold :
if not watch . get ( ' notification_muted ' ) :
self . send_step_failure_notification ( watch_uuid = uuid , step_n = e . step_n )
c = 0
self . datastore . update_watch ( uuid = uuid , update_obj = { ' consecutive_filter_failures ' : c } )
process_changedetection_results = False
except content_fetchers_exceptions . EmptyReply as e :
# Some kind of custom to-str handler in the exception handler that does this?
err_text = " EmptyReply - try increasing ' Wait seconds before extracting text ' , Status Code {} " . format ( e . status_code )
self . datastore . update_watch ( uuid = uuid , update_obj = { ' last_error ' : err_text ,
' last_check_status ' : e . status_code } )
process_changedetection_results = False
except content_fetchers_exceptions . ScreenshotUnavailable as e :
err_text = " Screenshot unavailable, page did not render fully in the expected time or page was too long - try increasing ' Wait seconds before extracting text ' "
self . datastore . update_watch ( uuid = uuid , update_obj = { ' last_error ' : err_text ,
' last_check_status ' : e . status_code } )
process_changedetection_results = False
except content_fetchers_exceptions . JSActionExceptions as e :
err_text = " Error running JS Actions - Page request - " + e . message
if e . screenshot :
watch . save_screenshot ( screenshot = e . screenshot , as_error = True )
self . datastore . update_watch ( uuid = uuid , update_obj = { ' last_error ' : err_text ,
' last_check_status ' : e . status_code } )
process_changedetection_results = False
except content_fetchers_exceptions . PageUnloadable as e :
err_text = " Page request from server didnt respond correctly "
if e . message :
err_text = " {} - {} " . format ( err_text , e . message )
if e . screenshot :
watch . save_screenshot ( screenshot = e . screenshot , as_error = True )
self . datastore . update_watch ( uuid = uuid , update_obj = { ' last_error ' : err_text ,
' last_check_status ' : e . status_code ,
' has_ldjson_price_data ' : None } )
process_changedetection_results = False
except content_fetchers_exceptions . BrowserStepsInUnsupportedFetcher as e :
err_text = " This watch has Browser Steps configured and so it cannot run with the ' Basic fast Plaintext/HTTP Client ' , either remove the Browser Steps or select a Chrome fetcher. "
self . datastore . update_watch ( uuid = uuid , update_obj = { ' last_error ' : err_text } )
process_changedetection_results = False
logger . error ( f " Exception (BrowserStepsInUnsupportedFetcher) reached processing watch UUID: { uuid } " )
except Exception as e :
logger . error ( f " Exception reached processing watch UUID: { uuid } " )
logger . error ( str ( e ) )
self . datastore . update_watch ( uuid = uuid , update_obj = { ' last_error ' : " Exception: " + str ( e ) } )
# Other serious error
process_changedetection_results = False
else :
# Crash protection, the watch entry could have been removed by this point (during a slow chrome fetch etc)
if not self . datastore . data [ ' watching ' ] . get ( uuid ) :
continue
update_obj [ ' content-type ' ] = update_handler . fetcher . get_all_headers ( ) . get ( ' content-type ' , ' ' ) . lower ( )
# Mark that we never had any failures
if not watch . get ( ' ignore_status_codes ' ) :
update_obj [ ' consecutive_filter_failures ' ] = 0
# Everything ran OK, clean off any previous error
update_obj [ ' last_error ' ] = False
self . cleanup_error_artifacts ( uuid )
if not self . datastore . data [ ' watching ' ] . get ( uuid ) :
continue
#
# Different exceptions mean that we may or may not want to bump the snapshot, trigger notifications etc
if process_changedetection_results :
# Extract <title> as title if possible/requested.
if self . datastore . data [ ' settings ' ] [ ' application ' ] . get ( ' extract_title_as_title ' ) or watch [ ' extract_title_as_title ' ] :
if not watch [ ' title ' ] or not len ( watch [ ' title ' ] ) :
try :
update_obj [ ' title ' ] = html_tools . extract_element ( find = ' title ' , html_content = update_handler . fetcher . content )
logger . info ( f " UUID: { uuid } Extract <title> updated title to ' { update_obj [ ' title ' ] } " )
except Exception as e :
logger . warning ( f " UUID: { uuid } Extract <title> as watch title was enabled, but couldn ' t find a <title>. " )
# Now update after running everything
timestamp = round ( time . time ( ) )
try :
self . datastore . update_watch ( uuid = uuid , update_obj = update_obj )
# Also save the snapshot on the first time checked, "last checked" will always be updated, so we just check history length.
if changed_detected or not watch . history_n :
if update_handler . screenshot :
watch . save_screenshot ( screenshot = update_handler . screenshot )
if update_handler . xpath_data :
watch . save_xpath_data ( data = update_handler . xpath_data )
# Small hack so that we sleep just enough to allow 1 second between history snapshots
# this is because history.txt indexes/keys snapshots by epoch seconds and we dont want dupe keys
if watch . newest_history_key and int ( timestamp ) == int ( watch . newest_history_key ) :
logger . warning (
f " Timestamp { timestamp } already exists, waiting 1 seconds so we have a unique key in history.txt " )
timestamp = str ( int ( timestamp ) + 1 )
time . sleep ( 1 )
watch . save_history_text ( contents = contents ,
timestamp = timestamp ,
snapshot_id = update_obj . get ( ' previous_md5 ' , ' none ' ) )
if update_handler . fetcher . content :
watch . save_last_fetched_html ( contents = update_handler . fetcher . content , timestamp = timestamp )
# Notifications should only trigger on the second time (first time, we gather the initial snapshot)
if watch . history_n > = 2 :
logger . info ( f " Change detected in UUID { uuid } - { watch [ ' url ' ] } " )
if not watch . get ( ' notification_muted ' ) :
self . send_content_changed_notification ( watch_uuid = uuid )
except Exception as e :
# Catch everything possible here, so that if a worker crashes, we don't lose it until restart!
logger . critical ( " !!!! Exception in update_worker while processing process_changedetection_results !!! " )
logger . critical ( str ( e ) )
self . datastore . update_watch ( uuid = uuid , update_obj = { ' last_error ' : str ( e ) } )
# Always record that we atleast tried
count = watch . get ( ' check_count ' , 0 ) + 1
# Record the 'server' header reply, can be used for actions in the future like cloudflare/akamai workarounds
try :
server_header = update_handler . fetcher . headers . get ( ' server ' , ' ' ) . strip ( ) . lower ( ) [ : 255 ]
self . datastore . update_watch ( uuid = uuid ,
update_obj = { ' remote_server_reply ' : server_header }
)
except Exception as e :
pass
self . datastore . update_watch ( uuid = uuid , update_obj = { ' fetch_time ' : round ( time . time ( ) - now , 3 ) ,
' last_checked ' : round ( time . time ( ) ) ,
' check_count ' : count
} )
self . current_uuid = None # Done
self . q . task_done ( )
logger . debug ( f " Watch { uuid } done in { time . time ( ) - now : .2f } s " )
# Give the CPU time to interrupt
time . sleep ( 0.1 )
self . app . config . exit . wait ( 1 )
