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122 lines
3.6 KiB
122 lines
3.6 KiB
from elasticsearch import Elasticsearch, exceptions
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import os
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import time
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from flask import Flask, jsonify, request, render_template
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import sys
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import requests
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es = Elasticsearch(host='es')
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app = Flask(__name__)
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def load_data_in_es():
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""" creates an index in elasticsearch """
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url = "http://data.sfgov.org/resource/rqzj-sfat.json"
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r = requests.get(url)
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data = r.json()
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print("Loading data in elasticsearch ...")
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for id, truck in enumerate(data):
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res = es.index(index="sfdata", doc_type="truck", id=id, body=truck)
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print("Total trucks loaded: ", len(data))
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def safe_check_index(index, retry=3):
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""" connect to ES with retry """
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if not retry:
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print("Out of retries. Bailing out...")
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sys.exit(1)
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try:
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status = es.indices.exists(index)
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return status
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except exceptions.ConnectionError as e:
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print("Unable to connect to ES. Retrying in 5 secs...")
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time.sleep(5)
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safe_check_index(index, retry-1)
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def format_fooditems(string):
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items = [x.strip().lower() for x in string.split(":")]
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return items[1:] if items[0].find("cold truck") > -1 else items
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def check_and_load_index():
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""" checks if index exits and loads the data accordingly """
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if not safe_check_index('sfdata'):
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print("Index not found...")
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load_data_in_es()
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###########
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### APP ###
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###########
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@app.route('/')
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def index():
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return render_template('index.html')
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@app.route('/debug')
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def test_es():
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resp = {}
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try:
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msg = es.cat.indices()
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resp["msg"] = msg
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resp["status"] = "success"
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except:
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resp["status"] = "failure"
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resp["msg"] = "Unable to reach ES"
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return jsonify(resp)
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@app.route('/search')
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def search():
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key = request.args.get('q')
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if not key:
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return jsonify({
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"status": "failure",
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"msg": "Please provide a query"
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})
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try:
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res = es.search(
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index="sfdata",
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body={
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"query": {"match": {"fooditems": key}},
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"size": 750 # max document size
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})
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except Exception as e:
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return jsonify({
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"status": "failure",
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"msg": "error in reaching elasticsearch"
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})
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# filtering results
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vendors = set([x["_source"]["applicant"] for x in res["hits"]["hits"]])
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temp = {v: [] for v in vendors}
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fooditems = {v: "" for v in vendors}
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for r in res["hits"]["hits"]:
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applicant = r["_source"]["applicant"]
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if "location" in r["_source"]:
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truck = {
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"hours" : r["_source"].get("dayshours", "NA"),
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"schedule" : r["_source"].get("schedule", "NA"),
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"address" : r["_source"].get("address", "NA"),
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"location" : r["_source"]["location"]
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}
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fooditems[applicant] = r["_source"]["fooditems"]
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temp[applicant].append(truck)
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# building up results
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results = {"trucks": []}
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for v in temp:
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results["trucks"].append({
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"name": v,
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"fooditems": format_fooditems(fooditems[v]),
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"branches": temp[v],
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"drinks": fooditems[v].find("COLD TRUCK") > -1
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})
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hits = len(results["trucks"])
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locations = sum([len(r["branches"]) for r in results["trucks"]])
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return jsonify({
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"trucks": results["trucks"],
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"hits": hits,
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"locations": locations,
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"status": "success"
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})
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if __name__ == "__main__":
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ENVIRONMENT_DEBUG = os.environ.get("DEBUG", False)
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check_and_load_index()
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app.run(host='0.0.0.0', port=5000, debug=ENVIRONMENT_DEBUG)
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