restructured

* add selector frontend
* basic celery backend
* client library
activity_mapper
Clemens Klug 2018-03-14 17:49:09 +01:00
parent e254667256
commit 2c8eea0e6f
44 changed files with 417 additions and 70 deletions

10
Dockerfile Normal file
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@ -0,0 +1,10 @@
FROM alpine:edge
ADD ["requirements.txt", "/"]
RUN echo "http://dl-cdn.alpinelinux.org/alpine/edge/testing/" >> /etc/apk/repositories && \
sed -i 's/numpy/#numpy/' requirements.txt && \
sed -i 's/scipy/#scipy/' requirements.txt && \
apk add --update libpng libpng-dev freetype freetype-dev g++ python3 py3-numpy python3-dev py-numpy-dev py3-scipy&& \
pip3 install -r requirements.txt && \
apk del libpng-dev freetype-dev g++ python3-dev py-numpy-dev && \
rm requirements.txt

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@ -12,7 +12,7 @@ from .render import Render
from .render.biogames import SimulationRoundsRender, BoardDurationHistRender, BoardDurationBoxRender, \
ActivityMapperRender, StoreRender, SimulationOrderRender, SimulationGroupRender
from .render.default import PrintRender, JSONRender, TrackRender, HeatMapRender, LogEntryCountAnalyzerPlot, \
LogEntryCountCSV
LogEntryCountCSV, KMLRender
from .render.locomotion import LocomotionActionRelativeRender, LocomotionActionAbsoluteRender, \
LocomotionActionRatioRender
@ -41,6 +41,7 @@ __MAPPING__ = {
LocationAnalyzer: [
TrackRender,
HeatMapRender,
KMLRender,
],
ActivityMapper: [
ActivityMapperRender

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@ -2,7 +2,7 @@ import logging
from collections import KeysView
from typing import Type, Sized, Collection
from analyzers.settings import LogSettings
from analysis.analyzers.settings import LogSettings
log: logging.Logger = logging.getLogger(__name__)

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@ -3,8 +3,8 @@ from collections import defaultdict, namedtuple, OrderedDict
from types import SimpleNamespace
from typing import List, NamedTuple
from util import json_path, combinate
from util.download import download_board, get_board_data
from analysis.util import json_path, combinate
from analysis.util.download import download_board, get_board_data
from . import Result, LogSettings, Analyzer, ResultStore
from .default import CategorizerStub, Store
@ -174,13 +174,13 @@ class ActivityMapper(Analyzer):
board["image"] = "simu.png"
continue
local_file = download_board(board["board_id"], self.instance_config_id, board["sequence_id"],
self.settings.source)
self.settings.source)
if local_file:
board['image'] = local_file
else:
board['image'] = "ERROR_FETCHING_FILE"
logger.error("error downloading board! %s %s %s", self.instance_config_id, board["sequence_id"],
board["board_id"])
board["board_id"])
else:
board["image"] = "map.png"
store.add(Result(type(self), {
@ -202,7 +202,7 @@ class ActivityMapper(Analyzer):
self.add_location(entry)
elif entry[self.settings.type_field] in self.settings.boards:
board_data = get_board_data(self.settings.source, self.instance_config_id, entry["sequence_id"],
entry["board_id"])
entry["board_id"])
entry["extra_data"] = board_data
entry["extra_data"]["activity_type"] = self.last_board_type
entry['coordinate'] = self.new_coordinate()
@ -218,14 +218,14 @@ class ActivityMapper(Analyzer):
def classify_entry(self, entry):
entry_type = entry[self.settings.type_field]
if self.filters.end(entry):
data = {"extra_data": {"activity_type": "map"},"coordinate": self.new_coordinate()}
data = {"extra_data": {"activity_type": "map"}, "coordinate": self.new_coordinate()}
data.update(entry)
self.timeline.append(data)
return "map"
if not entry_type in self.settings.boards:
return self.last_board_type
board_data = get_board_data(self.settings.source, self.instance_config_id, entry["sequence_id"],
entry["board_id"])
entry["board_id"])
for pattern in self.classes:
if pattern in board_data['class']:
return self.classes[pattern]

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@ -1,7 +1,7 @@
import logging
from collections import defaultdict, OrderedDict
from util import json_path
from analysis.util import json_path
from . import Result, LogSettings, Analyzer, ResultStore
@ -16,9 +16,9 @@ class LocationAnalyzer(Analyzer):
super().__init__(settings)
self.entries = []
def result(self, store: ResultStore) -> None:
def result(self, store: ResultStore, **kwargs) -> None:
self.log.debug(len(self.entries))
store.add(Result(type(self), list(self.entries)))
store.add(Result(type(self), list(self.entries), name=kwargs['name']))
def process(self, entry: dict) -> bool:
if entry[self.settings.type_field] in self.settings.spatials:

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@ -9,8 +9,8 @@ from scipy.interpolate import interp1d
import networkx as nx
import itertools
from analyzers import Store, BiogamesStore, SimulationOrderAnalyzer
from util.meta_temp import CONFIG_NAMES
from analysis.analyzers import Store, BiogamesStore, SimulationOrderAnalyzer
from analysis.util.meta_temp import CONFIG_NAMES
from . import Render
from .. import Result, SimulationRoundsAnalyzer, BoardDurationAnalyzer, ActivityMapper

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@ -2,11 +2,13 @@ import json
import logging
from typing import List
import datetime
import matplotlib.pyplot as plt
from analyzers import LogEntryCountAnalyzer
from analysis.analyzers import LogEntryCountAnalyzer
from analysis.util.meta_temp import KML_PATTERN
from . import Render, Result
from .. import LocationAnalyzer
from analysis.analyzers import LocationAnalyzer
log = logging.getLogger(__name__)
@ -39,6 +41,31 @@ class TrackRender(Render):
return dumps
def format_time(ts):
return datetime.datetime.fromtimestamp(ts/1000).strftime("%Y-%m-%dT%H:%M:%S.%f")
class KMLRender(Render):
result_types = [LocationAnalyzer]
def render(self, results: List[Result], name=None):
for result in self.filter(results):
times = ["<when>{time}</when>".format(time=format_time(entry["timestamp"])) for entry in result.get()]
coords = [
"<gx:coord>{long} {lat} 0.0</gx:coord>"
.format(
lat=entry['location']['coordinates'][1],
long=entry['location']['coordinates'][0])
for entry in result.get()
]
filename = str(result.name)+".kml"
print(filename)
with open(filename, "w") as out:
out.write(KML_PATTERN.format(name=str(result.name), coordinates="\n".join(coords), when="\n".join(times)))
class HeatMapRender(TrackRender):
weight = 0.01

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@ -2,8 +2,8 @@ import json
import numpy as np
import analyzers
from util.geo import calc_distance
import analysis.analyzers
from analysis.util.geo import calc_distance
def time_distribution(store):
@ -97,7 +97,7 @@ def time_distribution(store):
from collections import defaultdict
import matplotlib.pyplot as plt
from util.meta_temp import CONFIG_NAMES
from analysis.util.meta_temp import CONFIG_NAMES
keys = [
"simu",

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@ -1,6 +1,6 @@
import json
import sys
from sources import SOURCES
from analysis.sources import SOURCES
def load_source(config):
@ -28,7 +28,7 @@ class LogSettings:
self.boards = json_dict['boards']
for mod in json_dict['analyzers']:
for name in json_dict['analyzers'][mod]:
print(mod, name)
print(mod, name, getattr(sys.modules[mod], name))
self.analyzers.append(getattr(sys.modules[mod], name))
self.sequences = json_dict['sequences']
if 'custom' in json_dict:
@ -51,3 +51,7 @@ class LogSettings:
def load_settings(file: str) -> LogSettings:
return LogSettings(json.load(open(file)))
def parse_settings(config: str) -> LogSettings:
return LogSettings(json.loads(config))

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@ -2,16 +2,16 @@ import json
import logging
from typing import List
import analyzers
from analyzers import get_renderer, render
from analyzers.analyzer import ResultStore
from analyzers.analyzer.default import write_logentry_count_csv, write_simulation_flag_csv
from analyzers.render import wip
from analyzers.render.default import LogEntryCountCSV
from analyzers.render.wip import time_distribution, plot_data
from analyzers.settings import LogSettings, load_settings
from loaders import LOADERS
from util.processing import grep, run_analysis, src_file
from analysis import analyzers
from analysis.analyzers import get_renderer, render
from analysis.analyzers.analyzer import ResultStore
from analysis.analyzers.analyzer.default import write_logentry_count_csv, write_simulation_flag_csv
from analysis.analyzers.render import wip
from analysis.analyzers.render.default import LogEntryCountCSV, KMLRender
from analysis.analyzers.render.wip import time_distribution, plot_data
from analysis.analyzers.settings import LogSettings, load_settings, parse_settings
from analysis.loaders import LOADERS
from analysis.util.processing import grep, run_analysis, src_file
logging.basicConfig(format='%(levelname)s %(name)s:%(message)s', level=logging.DEBUG)
log: logging.Logger = logging.getLogger(__name__)
@ -26,36 +26,39 @@ def urach_logs(log_ids, settings):
if __name__ == '__main__':
settings: LogSettings = load_settings("biogames2.json")
log_ids_urach: List[str] = urach_logs([
# "34fecf49dbaca3401d745fb467",
# "44ea194de594cd8d63ac0314be",
# "57c444470dbf88605433ca935c",
# "78e0c545b594e82edfad55bd7f",
# "91abfd4b31a5562b1c66be37d9",
# "597b704fe9ace475316c345903",
# "e01a684aa29dff9ddd9705edf8",
"597b704fe9ace475316c345903",
"e01a684aa29dff9ddd9705edf8",
"fbf9d64ae0bdad0de7efa3eec6",
# "fbf9d64ae0bdad0de7efa3eec6",
"fe1331481f85560681f86827ec", # urach
# "fe1331481f85560681f86827ec"]
"fec57041458e6cef98652df625",
]
, settings)
log_ids_gf = grep(["9d11b749c78a57e786bf5c8d28", # filderstadt
"a192ff420b8bdd899fd28573e2", # eichstätt
"3a3d994c04b1b1d87168422309", # stadtökologie
"fe1331481f85560681f86827ec", # urach
"96f6d9cc556b42f3b2fec0a2cb7ed36e" # oberelsbach
],
"/home/clemens/git/ma/test/src",
settings)
log_ids = src_file("/home/clemens/git/ma/test/filtered_5_actions")
settings = {}
log_ids_gf = []
# settings: LogSettings = load_settings("biogames2.json")
# log_ids_urach: List[str] = urach_logs([
# # "34fecf49dbaca3401d745fb467",
# # "44ea194de594cd8d63ac0314be",
# # "57c444470dbf88605433ca935c",
# # "78e0c545b594e82edfad55bd7f",
# # "91abfd4b31a5562b1c66be37d9",
# # "597b704fe9ace475316c345903",
# # "e01a684aa29dff9ddd9705edf8",
# "597b704fe9ace475316c345903",
# "e01a684aa29dff9ddd9705edf8",
# "fbf9d64ae0bdad0de7efa3eec6",
# # "fbf9d64ae0bdad0de7efa3eec6",
# "fe1331481f85560681f86827ec", # urach
# # "fe1331481f85560681f86827ec"]
# "fec57041458e6cef98652df625",
# ]
# , settings)
# log_ids_gf = grep(["9d11b749c78a57e786bf5c8d28", # filderstadt
# "a192ff420b8bdd899fd28573e2", # eichstätt
# "3a3d994c04b1b1d87168422309", # stadtökologie
# "fe1331481f85560681f86827ec", # urach
# "96f6d9cc556b42f3b2fec0a2cb7ed36e" # oberelsbach
# ],
# "/home/clemens/git/ma/test/src",
# settings)
# log_ids = src_file("/home/clemens/git/ma/test/filtered_5_actions")
#store: ResultStore = run_analysis(log_ids_gf, settings, LOADERS)
#store: ResultStore = run_analysis(log_ids, settings, LOADERS)
if False:
store: ResultStore = run_analysis(log_ids_gf, settings, LOADERS)
# store: ResultStore = run_analysis(log_ids, settings, LOADERS)
if False:
for r in get_renderer(analyzers.LocomotionActionAnalyzer):
@ -69,7 +72,7 @@ if __name__ == '__main__':
# render(analyzers.ProgressAnalyzer, store.get_all())
if False:
from analyzers.postprocessing import graph
from analysis.analyzers.postprocessing import graph
g = graph.Cache(settings)
g.run(store)
@ -85,7 +88,7 @@ if __name__ == '__main__':
if False:
time_distribution(store)
if True:
if False:
# spatial_data = get_data_distance(store,relative_values=False)
# temporal_data = get_data(store,relative_values=False)
# spatial_data_rel = get_data_distance(store,relative_values=True)
@ -104,6 +107,18 @@ if __name__ == '__main__':
# plot_time_space_rel(combined, keys)
plot_data(combined, wip.keys)
if True:
settings: LogSettings = load_settings("../oeb_kml.json")
log_ids = src_file("/home/clemens/git/ma/test/oeb_2016_path")
log_ids = log_ids[0:2]
print(log_ids)
store: ResultStore = run_analysis(log_ids, settings, LOADERS)
print("render")
kml = KMLRender()
kml.render(store.get_all())
print("done")
#for cat in store.get_categories():
# render(analyzers.ActivityMapper, store.get_category(cat), name=cat)
# for analyzers in analyzers:
# if analyzers.name() in ["LogEntryCount", "ActionSequenceAnalyzer"]:

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@ -26,7 +26,7 @@ class Biogames(Source):
raise ValueError("missing value " + i)
csrf_request = requests.get(kwargs['url'])
if csrf_request.status_code != 200:
raise ConnectionError("unable to obtain CSRF token (" + str(csrf_request) + ")")
raise ConnectionError("unable to obtain CSRF token (" + str(csrf_request) + ")", csrf_request.url)
self.cookies['csrftoken'] = csrf_request.cookies['csrftoken']
log.info("obtained CSRF token (" + self.cookies['csrftoken'] + ")")
login_payload = {

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@ -97,3 +97,20 @@ CONFIG_NAMES = {
'fe43a0f0-3dea-11e6-a065-00199963ac6e': u'Vorlagen',
'ff8f1e8f-6cf5-4a7b-835b-5e2226c1e771': u'Bad Urach'
}
KML_PATTERN="""<?xml version="1.0" encoding="UTF-8"?>
<kml xmlns="http://www.opengis.net/kml/2.2" xmlns:gx="http://www.google.com/kml/ext/2.2">
<Document>
<Placemark>
<gx:MultiTrack>
<gx:Track>
{when}
{coordinates}
</gx:Track>
</gx:MultiTrack>
{coordinates}
</Placemark>
</Document>
</kml>
"""

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@ -1,8 +1,8 @@
import logging
from typing import List
from analyzers.analyzer import ResultStore, Analyzer
from analyzers.settings import LogSettings
from analysis.analyzers.analyzer import ResultStore, Analyzer
from analysis.analyzers.settings import LogSettings
log: logging.Logger = logging.getLogger(__name__)
@ -31,6 +31,7 @@ def process_log(logfile: str, settings: LogSettings, loaders) -> List[Analyzer]:
def run_analysis(log_ids: list, settings, loaders):
store: ResultStore = ResultStore()
for log_id in log_ids:
log.info("LOG_ID: "+ str(log_id))
for analysis in process_log(log_id, settings, loaders):
log.info("* Result for " + analysis.name())
analysis.result(store, name=log_id)

0
clients/__init__.py Normal file
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110
clients/webclients.py Normal file
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@ -0,0 +1,110 @@
import json
import logging
import os
import shutil
import tempfile
import typing
import requests
log: logging.Logger = logging.getLogger(__name__)
class Client:
host: str = ""
cookies: typing.Dict[str, str] = {}
headers: typing.Dict[str, str] = {}
def url(self, path):
if self.host:
return self.host + path
return path
def get(self, url, **kwargs) -> requests.models.Response:
return requests.get(self.url(url), cookies=self.cookies, headers=self.headers, **kwargs)
def post(self, url, data, **kwargs) -> requests.models.Response:
return requests.post(self.url(url), data, cookies=self.cookies, headers=self.headers, **kwargs)
def download_file(self, url, target, **kwargs) -> bool:
with open(target, "wb") as out:
try:
download = self.get(url, stream=True, **kwargs)
shutil.copyfileobj(download.raw, out)
except Exception as e:
log.exception(e)
os.remove(target)
return False
return True
def download_files(self, urls, **kwargs) -> tempfile.TemporaryDirectory:
target = tempfile.TemporaryDirectory()
for path in urls:
filename = os.path.join(target.name, path.split("/")[-1])
self.download_file(path, filename, **kwargs)
return target
class BiogamesClient(Client):
config_fields: typing.Dict[str, typing.List[str]] = {
'login': ('username', 'password', 'host'),
'session': ('sessionid', 'csrftoken', 'host'),
}
login_url: str = "/game2/auth/json-login"
list_url: str = "/game2/instance/log/list/"
headers: typing.Dict[str, str] = {'Accept': 'application/json'}
def __init__(self, **kwargs):
match = {j: all([i in kwargs for i in self.config_fields[j]]) for j in self.config_fields}
valid = filter(lambda x: match[x], match)
if not valid:
raise ValueError("missing parameter (" + str(self.config_fields) + ")")
self.config = kwargs
self.cookies = {}
self.host = self.config['host']
if 'session' in valid:
self.cookies = kwargs
def login(self) -> bool:
csrf_request = self.get(self.list_url)
if not csrf_request.ok:
raise ConnectionError("Unable to obtain CSRF token (" + str(csrf_request) + ")")
self.cookies['csrftoken'] = csrf_request.cookies['csrftoken']
login_payload = {
'username': self.config['username'],
'password': self.config['password'],
'next': '',
'csrfmiddlewaretoken': 'csrftoken',
}
login = self.post(self.login_url, json.dumps(login_payload))
if not login.ok:
raise ConnectionError("Unable to authenticate", login, login.text)
self.cookies['sessionid'] = login.cookies['sessionid']
print(self.cookies)
return True
def list(self) -> dict:
print(self.cookies)
logs = self.get(self.list_url)
if not logs.ok:
raise ConnectionError("HTTP fail", logs, logs.text)
return logs.json()
def load_all_logs(self) -> tempfile.TemporaryDirectory:
return self.download_files([i["file_url"] for i in self.list()])
CLIENTS: typing.Dict[str, Client] = {
"Biogames": BiogamesClient,
}
if __name__ == '__main__':
# c = BiogamesClient(host="http://biodiv", username="ba", password="853451")
# print(c.login())
# print(json.dumps(c.list(), indent=1))
# print(type(c.load_all_logs()))
# print(type(c.get("/")))
c = BiogamesClient(host="http://biodiv", **{'csrftoken': 'IgbwP83iEibW6RE7IADIFELYdbx0dvqQ',
'sessionid': 'zntsj09d92tjos1b6ruqjthlzv60xdin'})
print(json.dumps(c.list(), indent=1))

41
docker-compose.yml Normal file
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@ -0,0 +1,41 @@
version: "3"
services:
app:
image: docker.clkl.de/ma/celery:0.1
build: .
volumes:
- ./:/app
working_dir: /app/selector
command: python3 webserver.py
environment:
- PYTHONPATH=/app
networks:
- default
- traefik_net
labels:
- "traefik.enable=true"
- "traefik.port=5000"
- "traefik.docker.network=traefik_net"
- "traefik.url.frontend.rule=Host:select.ma.potato.kinf.wiai.uni-bamberg.de"
redis:
image: redis:4-alpine
celery:
image: docker.clkl.de/ma/celery:0.1
build: .
environment:
- PYTHONPATH=/app
volumes:
- ./:/app
working_dir: /app/tasks
command: celery -A tasks worker --loglevel=info
networks:
traefik_net:
external:
name: traefik_net

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@ -1,8 +1,13 @@
requests==2.18.4
numpy==1.13.1
matplotlib==2.1.0
osmnx==0.6
#osmnx==0.6
networkx==2.0
pydot==1.2.3
#pydot==1.2.3
scipy==1.0.0
ipython==6.2.1
#ipython==6.2.1
flask==0.12.2
celery==4.1.0
redis==2.10.6

0
selector/__init__.py Normal file
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@ -0,0 +1,4 @@
function validateSettings() {
alert(document.getElementById('safety').checked);
return false;
}

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@ -0,0 +1,6 @@
body {
background-color: aqua;
}
#data{
display: none;
}

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@ -0,0 +1,5 @@
<!doctype html>
<title></title>
<link rel="stylesheet" type="text/css" href="{{ url_for('static', filename='style.css') }}">
<script type="application/javascript" src="{{url_for('static', filename='script.js') }}"></script>
{% block body %} {% endblock %}

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@ -0,0 +1,19 @@
{% extends "base.html" %}
{% block body %}
<form action="/start" method="post">
<div id="data"> {{logs}} </div>
<ul>
{% for log in logs %}
<li>
<input type="checkbox" name="logs" value="{{log['@id']}}">
{{log.start_date}}: {{log.player_group_name}} (→{{log.end_date}})
</li>
<!--{{log}}-->
{% endfor %}
</ul>
<input type="checkbox" id="safety"><label for="safety">Confirm selection</label>
<input type="submit">
</form>
{% endblock %}

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@ -0,0 +1,14 @@
{% extends "base.html" %}
{% block body %}
<form action="/login" method="post">
<select name="game">
{% for game in clients %}
<option>{{ game }}</option>
{% endfor %}
</select>
<input type="text" name="username" placeholder="username"/>
<input type="password" name="password" placeholder="passwort"/>
<input type="submit">
</form>
{% endblock %}

53
selector/webserver.py Normal file
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@ -0,0 +1,53 @@
import typing
import uuid
from clients.webclients import Client, CLIENTS
from flask import Flask, render_template, request, redirect, session
BIOGAMES_HOST = "http://biogames.potato.kinf.wiai.uni-bamberg.de"
app = Flask(__name__)
clients: typing.Dict[str, Client] = {}
@app.route("/")
def index():
return render_template("index.html", clients=CLIENTS)
@app.route("/login", methods=["POST"])
def login():
game = request.form["game"]
if not game in CLIENTS:
return redirect("/")
client = CLIENTS[game](host=BIOGAMES_HOST, username=request.form['username'], password=request.form['password'])
if client.login():
session['logged_in'] = True
session['uid'] = str(uuid.uuid4())
session['cookies'] = client.cookies
session['game'] = game
session['host'] = BIOGAMES_HOST
clients[session['uid']] = client
return redirect("/games")
return redirect("/")
@app.route("/games")
def games():
if not session['logged_in']:
return redirect("/")
if session['logged_in'] and not session['uid'] in clients:
clients[session['uid']] = CLIENTS[session['game']](host=session['host'], **session['cookies'])
return render_template("games.html", logs=clients[session['uid']].list())
@app.route("/start", methods=['POST'])
def start():
pass
@app.route("/status")
def status():
pass
if __name__ == '__main__':
app.config.update({"SECRET_KEY":"59765798-2784-11e8-8d05-db4d6f6606c9"})
app.run(host="0.0.0.0", debug=True)

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@ -1,8 +1,9 @@
$.getJSON("data/ff8f1e8f-6cf5-4a7b-835b-5e2226c1e771_03b9b6b4-c8ab-4182-8902-1620eebe8889.json", function (data) { //urach
//$.getJSON("data/ff8f1e8f-6cf5-4a7b-835b-5e2226c1e771_03b9b6b4-c8ab-4182-8902-1620eebe8889.json", function (data) { //urach
//$.getJSON("data/ff8f1e8f-6cf5-4a7b-835b-5e2226c1e771_de7df5b5-edd5-4070-840f-68854ffab9aa.json", function (data) { //urach
//$.getJSON("data/90278021-4c57-464e-90b1-d603799d07eb_07da99c9-398a-424f-99fc-2701763a63e9.json", function (data) { //eichstätt
//$.getJSON("data/13241906-cdae-441a-aed0-d57ebeb37cac_d33976a6-8a56-4a63-b492-fe5427dbf377.json", function (data) { //stadtökologie
//$.getJSON("data/5e64ce07-1c16-4d50-ac4e-b3117847ea43_2f664d7b-f0d8-42f5-8731-c034ef86703e.json", function (data) { //filderstadt
$.getJSON("data/5e64ce07-1c16-4d50-ac4e-b3117847ea43_2f664d7b-f0d8-42f5-8731-c034ef86703e.json", function (data) { //filderstadt
//$.getJSON("data/17d401a9-de21-49a2-95bc-7dafa53dda64_98edcb70-03db-4465-b185-a9c9574995ce.json", function (data) { //oeb2016
var images = {};
var tiles = {
"openstreetmap": L.tileLayer('https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png', {

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tasks/__init__.py Normal file
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tasks/tasks.py Normal file
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from celery import Celery
#from analysis import log_analyzer as la
app = Celery('tasks', backend='redis://redis', broker='redis://redis')
@app.task
def add(x, y):
return x + y
#@app.task
#def analyze(config, log_ids):
# settings = la.parse_settings(config)
# store = la.run_analysis(log_ids, settings, la.LOADERS)