def graph():
query = request.args.get('query', type=str)
if query is None:
return Response("{'Message': 'Send query in get query'}",
status=404,
mimetype='application/json')
query = query.replace("%20", " ")
try:
list_predicted = ast.literal_eval(
QueryModel.query.filter_by(query_=query).first().list_predicted)
except Exception as e:
return Response("{'Message': 'Invalid query: " + str(e) + "'}",
status=404,
mimetype='application/json')
graph_pre = [
list_predicted["1"], list_predicted["7"], list_predicted["15"],
list_predicted["30"]
]
try:
return stock_graph(query, graph_pre).graph()
except Exception as e:
print(e)
return Response("{'message': '" + str(e) + "'}", status=404)
async def websocket_handler(ws: WebSocket):
await ws.accept()
while True:
query = await ws.receive_text()
if query is None or query == "":
await ws.send_json({"message": "Invalid query"})
await ws.close(code=1003)
break
try:
news = scraper(query)
news_score = predict1(query, news.results).final_pred
except InvalidQuery as e:
await ws.send_json({"message": str(e)})
await ws.close(code=1003)
break
pool = ThreadPool(processes=4)
inter1 = pool.apply_async(pre, (1, news_score))
inter7 = pool.apply_async(pre, (7, news_score))
inter15 = pool.apply_async(pre, (15, news_score))
inter30 = pool.apply_async(pre, (30, news_score))
list_predicted = {}
list_predicted[1] = inter1.get()
list_predicted[7] = inter7.get()
list_predicted[15] = inter15.get()
list_predicted[30] = inter30.get()
try:
stg = stock_graph(query,
[list_predicted[i] for i in [1, 7, 15, 30]])
except InvalidTicker as e:
await ws.send_json({"message": str(e)})
await ws.close(code=1003)
break
responseObj = {
"predictedPrice": {
1: stg.predict_price_value.iloc[1]["price"],
7: stg.predict_price_value.iloc[2]["price"],
15: stg.predict_price_value.iloc[3]["price"],
30: stg.predict_price_value.iloc[4]["price"],
},
"graph": stg.graphSocket(),
"summary": Summarize(news.get_title(), 3).generate_summary()
}
await ws.send_json(responseObj)
await ws.close(code=1000)
break
def test_invalid_graph(self):
self.assertRaises(InvalidTicker, lambda: stock_graph("guocoland",
[0.08733508525853388,
0.41467300402115265,
0.8421720201029591,
2.1635118971243883]))
def test_empty_graph(self):
self.assertRaises(AssertionError, lambda: stock_graph("", []))
def setUp(self):
self.sg = stock_graph("Tesla", [0.08733508525853388, 0.41467300402115265, 0.8421720201029591, 2.1635118971243883])