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es_cleanup.py
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es_cleanup.py
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#!/usr/bin/python
# -*- coding: utf-8 -*-
"""
This AWS Lambda function allowed to delete the old Elasticsearch index
"""
import datetime
import re
import sys
import time
import json
import os
from botocore.auth import SigV4Auth
from botocore.awsrequest import AWSRequest
from botocore.credentials import create_credential_resolver
from botocore.httpsession import URLLib3Session
from botocore.session import get_session
if sys.version_info[0] == 3:
from urllib.request import quote
else:
from urllib import quote
class ES_Exception(Exception):
"""Exception capturing status_code from Client Request"""
status_code = 0
payload = ""
def __init__(self, status_code, payload):
self.status_code = status_code
self.payload = payload
Exception.__init__(self,
"ES_Exception: status_code={}, payload={}".format(
status_code, payload))
class ES_Cleanup(object):
name = "lambda_es_cleanup"
def __init__(self, event, context):
"""Main Class init
Args:
event (dict): AWS Cloudwatch Scheduled Event
context (object): AWS running context
"""
self.report = []
self.event = event
self.context = context
self.cfg = {}
self.cfg["es_endpoint"] = self.get_parameter("es_endpoint")
self.cfg["index"] = self.get_parameter("index", ".*")
self.cfg["skip_index"] = self.get_parameter("skip_index", ".kibana*")
self.cfg["delete_after"] = int(self.get_parameter("delete_after", 15))
self.cfg["es_max_retry"] = int(self.get_parameter("es_max_retry", 3))
self.cfg["index_format"] = self.get_parameter(
"index_format", "%Y.%m.%d")
if not self.cfg["es_endpoint"]:
raise Exception("[es_endpoint] OS variable is not set")
def get_parameter(self, key_param, default_param=None):
"""helper function to retrieve specific configuration
Args:
key_param (str): key_param to read from "event" or "environment" variable
default_param (str): default value
Returns:
string: parameter value or None
"""
return self.event.get(key_param, os.environ.get(key_param, default_param))
def send_to_es(self, path, method="GET", payload={}):
"""Low-level POST data to Amazon Elasticsearch Service generating a Sigv4 signed request
Args:
path (str): path to send to ES
method (str, optional): HTTP method default:GET
payload (dict, optional): additional payload used during POST or PUT
Returns:
dict: json answer converted in dict
Raises:
#: Error during ES communication
ES_Exception: Description
"""
if not path.startswith("/"):
path = "/" + path
es_region = self.cfg["es_endpoint"].split(".")[1]
headers = {
"Host": self.cfg["es_endpoint"],
"Content-Type": "application/json"
}
# send to ES with exponential backoff
retries = 0
while retries < int(self.cfg["es_max_retry"]):
if retries > 0:
seconds = (2 ** retries) * .1
time.sleep(seconds)
req = AWSRequest(
method=method,
url="https://{}{}".format(
self.cfg["es_endpoint"], quote(path)),
data=json.dumps(payload),
params={"format": "json"},
headers=headers)
credential_resolver = create_credential_resolver(get_session())
credentials = credential_resolver.load_credentials()
SigV4Auth(credentials, 'es', es_region).add_auth(req)
try:
preq = req.prepare()
session = URLLib3Session()
res = session.send(preq)
if res.status_code >= 200 and res.status_code <= 299:
return json.loads(res.content)
else:
raise ES_Exception(res.status_code, res._content)
except ES_Exception as e:
if (e.status_code >= 500) and (e.status_code <= 599):
retries += 1 # Candidate for retry
else:
raise # Stop retrying, re-raise exception
def delete_index(self, index_name):
"""ES DELETE specific index
Args:
index_name (str): Index name
Returns:
dict: ES answer
"""
return self.send_to_es(index_name, "DELETE")
def get_indices(self):
"""ES Get indices
Returns:
dict: ES answer
"""
return self.send_to_es("/_cat/indices")
class DeleteDecider(object):
def __init__(self, delete_after, idx_format, idx_regex, skip_idx_regex, today):
self.delete_after = delete_after
self.idx_format = idx_format
self.idx_regex = idx_regex
self.skip_idx_regex = skip_idx_regex
self.today = today
def should_delete(self, index):
idx_split = index["index"].rsplit("-", 1 + self.idx_format.count("-"))
idx_date_str = '-'.join(word for word in idx_split[1:])
idx_name = idx_split[0]
if not re.search(self.idx_regex, index["index"]):
return False, "index '{}' name '{}' did not match pattern '{}'".format(index["index"],
idx_name,
self.idx_regex)
earliest_to_keep = self.today - datetime.timedelta(days=self.delete_after)
if re.search(self.skip_idx_regex, index["index"]):
return False, "index matches skip condition"
try:
idx_datetime = datetime.datetime.strptime(idx_date_str, self.idx_format)
idx_date = idx_datetime.date()
except ValueError:
raise ValueError("Unable to parse index date {0} - "
"incorrect index date format set?".format(idx_date_str))
if idx_date < earliest_to_keep:
return True, "all conditions satisfied"
return False, "deletion age of has not been reached. " \
"Oldest index kept: {0}, Index Date: {1}".format(earliest_to_keep, idx_date)
def lambda_handler(event, context):
"""Main Lambda function
Args:
event (dict): AWS Cloudwatch Scheduled Event
context (object): AWS running context
Returns:
None
"""
es = ES_Cleanup(event, context)
decider = DeleteDecider(delete_after=int(es.cfg["delete_after"]),
idx_regex=es.cfg["index"],
idx_format=es.cfg["index_format"],
skip_idx_regex=es.cfg["skip_index"],
today=datetime.date.today())
for index in es.get_indices():
d, reason = decider.should_delete(index)
if d:
print("Deleting index: {}".format(index["index"]))
es.delete_index(index["index"])
else:
print("Skipping or keeping index: {}. Reason: {}".format(index["index"], reason))
if __name__ == '__main__':
event = {
'account': '123456789012',
'region': 'eu-west-1',
'detail': {},
'detail-type': 'Scheduled Event',
'source': 'aws.events',
'time': '1970-01-01T00:00:00Z',
'id': 'cdc73f9d-aea9-11e3-9d5a-835b769c0d9c',
'resources':
['arn:aws:events:us-east-1:123456789012:rule/my-schedule']
}
lambda_handler(event, "")