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slow_call.py
181 lines | 7.2 KiB | text/x-python | PythonLexer
# -*- coding: utf-8 -*-
# Copyright 2010 - 2017 RhodeCode GmbH and the AppEnlight project authors
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
from appenlight.models import get_db_session, Datastores
from appenlight.models.report import Report
from appenlight.models.services.base import BaseService
from appenlight.lib.utils import es_index_name_limiter
class SlowCallService(BaseService):
@classmethod
def get_time_consuming_calls(cls, request, filter_settings, db_session=None):
db_session = get_db_session(db_session)
# get slow calls from older partitions too
index_names = es_index_name_limiter(
start_date=filter_settings["start_date"],
end_date=filter_settings["end_date"],
ixtypes=["slow_calls"],
)
if index_names and filter_settings["resource"]:
# get longest time taking hashes
es_query = {
"aggs": {
"parent_agg": {
"aggs": {
"duration": {
"aggs": {
"sub_agg": {
"sum": {"field": "tags.duration.numeric_values"}
}
},
"filter": {
"exists": {"field": "tags.duration.numeric_values"}
},
},
"total": {
"aggs": {
"sub_agg": {
"value_count": {
"field": "tags.statement_hash.values.keyword"
}
}
},
"filter": {
"exists": {"field": "tags.statement_hash.values"}
},
},
},
"terms": {
"field": "tags.statement_hash.values.keyword",
"order": {"duration>sub_agg": "desc"},
"size": 15,
},
}
},
"query": {
"bool": {
"filter": [
{
"terms": {
"resource_id": [filter_settings["resource"][0]]
}
},
{
"range": {
"timestamp": {
"gte": filter_settings["start_date"],
"lte": filter_settings["end_date"],
}
}
},
]
}
},
}
result = Datastores.es.search(
body=es_query, index=index_names, doc_type="log", size=0
)
results = result["aggregations"]["parent_agg"]["buckets"]
else:
return []
hashes = [i["key"] for i in results]
# get queries associated with hashes
calls_query = {
"aggs": {
"top_calls": {
"terms": {
"field": "tags.statement_hash.values.keyword",
"size": 15,
},
"aggs": {
"top_calls_hits": {
"top_hits": {"sort": {"timestamp": "desc"}, "size": 5}
}
},
}
},
"query": {
"bool": {
"filter": [
{"terms": {"resource_id": [filter_settings["resource"][0]]}},
{"terms": {"tags.statement_hash.values": hashes}},
{
"range": {
"timestamp": {
"gte": filter_settings["start_date"],
"lte": filter_settings["end_date"],
}
}
},
]
}
},
}
calls = Datastores.es.search(
body=calls_query, index=index_names, doc_type="log", size=0
)
call_results = {}
report_ids = []
for call in calls["aggregations"]["top_calls"]["buckets"]:
hits = call["top_calls_hits"]["hits"]["hits"]
call_results[call["key"]] = [i["_source"] for i in hits]
report_ids.extend(
[i["_source"]["tags"]["report_id"]["values"] for i in hits]
)
if report_ids:
r_query = db_session.query(Report.group_id, Report.id)
r_query = r_query.filter(Report.id.in_(report_ids))
r_query = r_query.filter(Report.start_time >= filter_settings["start_date"])
else:
r_query = []
reports_reversed = {}
for report in r_query:
reports_reversed[report.id] = report.group_id
final_results = []
for item in results:
if item["key"] not in call_results:
continue
call = call_results[item["key"]][0]
row = {
"occurences": item["total"]["sub_agg"]["value"],
"total_duration": round(item["duration"]["sub_agg"]["value"]),
"statement": call["message"],
"statement_type": call["tags"]["type"]["values"],
"statement_subtype": call["tags"]["subtype"]["values"],
"statement_hash": item["key"],
"latest_details": [],
}
if row["statement_type"] in ["tmpl", " remote"]:
params = (
call["tags"]["parameters"]["values"]
if "parameters" in call["tags"]
else ""
)
row["statement"] = "{} ({})".format(call["message"], params)
for call in call_results[item["key"]]:
report_id = call["tags"]["report_id"]["values"]
group_id = reports_reversed.get(report_id)
if group_id:
row["latest_details"].append(
{"group_id": group_id, "report_id": report_id}
)
final_results.append(row)
return final_results