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geolocate.py
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geolocate.py
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import sys
import json
import requests
import time
import math
from tqdm import tqdm
import re
import os
from dotenv import load_dotenv
load_dotenv()
if __name__ == '__main__':
with open(f'./{sys.argv[1]}', 'r') as f:
contents = f.read()
lines = contents.split("\n")
results = {}
for line in lines:
if len(sys.argv) <= 2 or re.search(r''+str(sys.argv[2]),string=line) is not None:
if len(line.split(" - - ")) != 0:
ip = line.split(" - - ")[0]
date = ""
if len(line.split(' - - ')) >= 2 and len(line.split(' - - ')[1].split(" ")) != 0:
date = (line.split(' - - ')[1].split(" ")[0]).replace("[","")
if len(ip) > 5: # make sure ip is valid
if ip in results:
results[ip]['count'] +=1
else:
results[ip] = {
"ip_address":ip,
'count':1,
'date':date
}
print(f"TOTAL UNIQUE IPS: {len(results)}")
print(f"ESTIMATED {math.floor(len(results)/45)}min TOTAL RUNTIME")
index = 0
start_time = time.time()
for ip_entry in tqdm(results):
index += 1
request_worked = False
while not request_worked:
try:
time.sleep(1.5)
print(results[ip_entry]["ip_address"])
res = requests.get(f'http://ip-api.com/json/{results[ip_entry]["ip_address"]}?fields=66842623&lang=en')
print(res)
response = json.loads(res.text)
results[ip_entry].update(response)
request_worked = True
runtime_min = math.floor((time.time()-start_time)/60)
except Exception as error:
print("FAILED TO CONNECT TO IP GEOLOCATION API - RETRYING (ERROR :",error)
with open('./full-output.json','w') as f2:
f2.write(json.dumps(results))
ip_occurrences_geojson = {
"type": "FeatureCollection",
"crs": {
"type": "name",
"properties": {
"name": "urn:ogc:def:crs:OGC:1.3:CRS84"
},
},
"features": []
}
final_f = []
print(len(results))
for d in results:
if 'lon' in results[d] and 'lat' in results[d]:
obj = {
"type":"Feature",
"properties": {
"id":d,
"mag":results[d]["count"],
},
'geometry': {
'type':"Point",
'coordinates': [
results[d]['lon'],results[d]["lat"]
]
}
}
final_f.append(obj)
print(len(final_f))
ip_occurrences_geojson["features"] = final_f
MAP_HTML = """<!DOCTYPE html>
<html>
<head>
<meta charset="utf-8" />
<title>NGINX Log Heatmap</title>
<meta
name="viewport"
content="initial-scale=1,maximum-scale=1,user-scalable=no"
/>
<link
href="https://api.mapbox.com/mapbox-gl-js/v2.14.1/mapbox-gl.css"
rel="stylesheet"
/>
<script src="https://api.mapbox.com/mapbox-gl-js/v2.14.1/mapbox-gl.js"></script>
<style>
body {
margin: 0;
padding: 0;
}
#map {
position: absolute;
top: 0;
bottom: 0;
width: 100%;
}
</style>
</head>
<body>
<div id="map"></div>
<script>
const data_geojson = <PLACE_HOLDER_1>
mapboxgl.accessToken = "<PLACE_HOLDER_2>";
const map = new mapboxgl.Map({
container: "map",
// Choose from Mapbox's core styles, or make your own style with Mapbox Studio
style: "mapbox://styles/mapbox/dark-v11",
center: [-120, 50],
zoom: 2,
});
map.on("load", () => {
map.addSource("user_connections", {
type: "geojson",
data: data_geojson,
});
map.addLayer(
{
id: "user_connections-heat",
type: "heatmap",
source: "user_connections",
maxzoom: 9,
paint: {
// Increase the heatmap weight based on frequency and property magnitude
"heatmap-weight": [
"interpolate",
["linear"],
["get", "mag"],
0,
0,
6,
1,
],
// Increase the heatmap color weight weight by zoom level
// heatmap-intensity is a multiplier on top of heatmap-weight
"heatmap-intensity": [
"interpolate",
["linear"],
["zoom"],
0,
1,
9,
3,
],
// Color ramp for heatmap. Domain is 0 (low) to 1 (high).
// Begin color ramp at 0-stop with a 0-transparancy color
// to create a blur-like effect.
"heatmap-color": [
"interpolate",
["linear"],
["heatmap-density"],
0,
"rgba(33,102,172,0)",
0.2,
"rgb(103,169,207)",
0.4,
"rgb(209,229,240)",
0.6,
"rgb(253,219,199)",
0.8,
"rgb(239,138,98)",
1,
"rgb(178,24,43)",
],
// Adjust the heatmap radius by zoom level
"heatmap-radius": [
"interpolate",
["linear"],
["zoom"],
0,
2,
9,
20,
],
// Transition from heatmap to circle layer by zoom level
"heatmap-opacity": [
"interpolate",
["linear"],
["zoom"],
7,
1,
9,
0,
],
},
},
"waterway-label"
);
map.addLayer(
{
id: "user_connections-point",
type: "circle",
source: "user_connections",
minzoom: 7,
paint: {
// Size circle radius by earthquake magnitude and zoom level
"circle-radius": [
"interpolate",
["linear"],
["zoom"],
7,
["interpolate", ["linear"], ["get", "mag"], 1, 1, 6, 4],
16,
["interpolate", ["linear"], ["get", "mag"], 1, 5, 6, 50],
],
// Color circle by earthquake magnitude
"circle-color": [
"interpolate",
["linear"],
["get", "mag"],
1,
"rgba(33,102,172,0)",
2,
"rgb(103,169,207)",
3,
"rgb(209,229,240)",
4,
"rgb(253,219,199)",
5,
"rgb(239,138,98)",
6,
"rgb(178,24,43)",
],
"circle-stroke-color": "white",
"circle-stroke-width": 1,
// Transition from heatmap to circle layer by zoom level
"circle-opacity": [
"interpolate",
["linear"],
["zoom"],
7,
0,
8,
1,
],
},
},
"waterway-label"
);
});
</script>
</body>
</html>
"""
MAP_HTML = MAP_HTML.replace("<PLACE_HOLDER_1>",json.dumps(ip_occurrences_geojson,separators=(',', ':')))
MAP_HTML = MAP_HTML.replace("<PLACE_HOLDER_2>",os.getenv("MAPBOX_ACCESS_TOKEN"))
with open(f"./map.html", 'w') as f2:
f2.write(MAP_HTML)