project/analyzers/render/default.py

86 lines
2.2 KiB
Python

import json
import logging
from typing import List
import matplotlib.pyplot as plt
from analyzers import LogEntryCountAnalyzer
from . import Render, Result
from .. import LocationAnalyzer
log = logging.getLogger(__name__)
class PrintRender(Render):
def render(self, results: List[Result], name=None):
print("\t" + "\n\t".join([str(r) for r in results]))
class JSONRender(Render):
def render(self, results: List[Result], name=None):
print(json.dumps([r.get() for r in self.filter(results)], indent=1))
class TrackRender(Render):
result_types = [LocationAnalyzer]
def render(self, results: List[Result], name=None):
data = []
log.debug(results)
for result in self.filter(results):
if len(result.get()) > 0:
data.append(
[[entry['location']['coordinates'][1], entry['location']['coordinates'][0]] for entry in
# TODO: configurable
result.get()])
dumps = json.dumps(data)
with open("track_data.js", "w") as out:
out.write("tracks=" + dumps + ";")
return dumps
class HeatMapRender(TrackRender):
weight = 0.01
def render(self, results: List[Result], name=None):
raw = super(HeatMapRender, self).render(results)
data = []
for session in json.loads(raw):
data += [(entry[0], entry[1], self.weight) for entry in session]
dumps = json.dumps(data)
with open('heat_data.js', 'w') as out:
out.write("coords = " + dumps + ";")
return dumps
class LogEntryCountAnalyzerPlot(Render):
result_types = [LogEntryCountAnalyzer]
def render(self, results: List[Result], name=None):
raw_data = list(self.filter(results))[0].get()
print(raw_data)
labels = []
data = []
for x in sorted(raw_data.items()):
labels.append(str(x[0]).split(".")[-1])
data.append(x[1])
plt.bar(range(len(data)), list(data))
plt.xticks(range(len(data)), labels, rotation="vertical")
plt.tight_layout()
name = "plots/{}.png".format(name)
plt.savefig(name)
plt.cla()
plt.clf()
plt.close()
class LogEntryCountCSV(Render):
result_types = [LogEntryCountAnalyzer]
summary = None
def render(self, results: List[Result], name=None):
if self.summary is None:
return
for result in self.filter(results):
raw_data = result.get()
self.summary[name] = raw_data