anatolykopyl/DINS-test-assignment
1
0
Fork 0
mirror of https://github.com/anatolykopyl/DINS-test-assignment.git synced 2026-03-26 12:55:05 +00:00
Code Issues Projects Releases Wiki Activity

replaced a dictionary with a list to increace performance

Browse Source
This commit is contained in:
Anatoly Kopyl
2017-11-12 01:18:45 +03:00
parent a93d7b1dca
commit a53c8e1d5c
2 changed files with 8 additions and 12 deletions
Download Patch File Download Diff File Expand all files Collapse all files

16
main.py
View File

@@ -15,19 +15,17 @@ with open('raw_data.csv', 'rt', encoding="UTF-8") as csvfile:
name = row[1] + "*" + row[2]
if name not in result:
result[name] = []
result[name].append({"time": timestamp, "value": 1})
result[name].append([timestamp, 1, 0])
else:
for item in result[name]:
if abs(timestamp - item["time"]) < 7.5 * 60:
item["value"] += 1
if abs(timestamp - item[0]) < 7.5 * 60:
item[1] += 1
break
else:
result[name].append({"time": timestamp, "value": 1})
result[name].append([timestamp, 1, 0])
is_anomaly(result)
print(result)
try:
connection = MySQLdb.connect(host="127.0.0.1", user="user1", passwd="testserver", db="mydb")
cursor = connection.cursor()
@@ -38,13 +36,11 @@ try:
for item in result[name]:
cursor.execute("INSERT INTO result (timeframe_start, api_name, http_method, count_http_code_5xx, is_anomaly)"
"VALUES (\"{0}\", \"{1}\", \"{2}\", {3}, {4})"
.format(str(datetime.datetime.fromtimestamp(item["time"]).strftime("%Y-%m-%d %H:%M:%S")),
name.split("*")[0], name[(name.find("*")+1):], item["value"], item["anomaly"]))
.format(str(datetime.datetime.fromtimestamp(item[0]).strftime("%Y-%m-%d %H:%M:%S")),
name.split("*")[0], name[(name.find("*")+1):], item[1], item[2]))
connection.commit()
cursor.close()
connection.close()
except MySQLdb.Error as err:
print("Connection error: {}".format(err))