added stats for spider

This commit is contained in:
Marvin Zhang
2019-04-28 13:18:03 +08:00
parent a9f59dc110
commit 5705a7e4ac
2 changed files with 109 additions and 2 deletions

View File

@@ -1,13 +1,20 @@
import os
from collections import defaultdict
from datetime import datetime, timedelta
from flask_restful import reqparse, Resource
from constants.task import TaskStatus
from db.manager import db_manager
from routes.base import BaseApi
from utils import jsonify
class StatsApi(Resource):
class StatsApi(BaseApi):
arguments = [
['spider_id', str],
]
def get(self, action: str = None) -> (dict, tuple):
"""
GET method of StatsApi.
@@ -87,3 +94,101 @@ class StatsApi(Resource):
},
'daily_tasks': daily_tasks
}
def get_spider_stats(self):
args = self.parser.parse_args()
spider_id = args.get('spider_id')
spider = db_manager.get('spiders', id=spider_id)
tasks = db_manager.list(
col_name='tasks',
cond={
'spider_id': spider['_id'],
'create_ts': {
'$gte': datetime.now() - timedelta(30)
}
},
limit=9999999
)
# task count
task_count = len(tasks)
# calculate task count by status
task_count_by_status = defaultdict(int)
total_seconds = 0
for task in tasks:
task_count_by_status[task['status']] += 1
if task['status'] == TaskStatus.SUCCESS and task.get('finish_ts'):
duration = (task['finish_ts'] - task['create_ts']).total_seconds()
total_seconds += duration
task_count_by_status_ = []
for status, value in task_count_by_status.items():
task_count_by_status_.append({
'name': status,
'value': value
})
# success rate
success_rate = task_count_by_status[TaskStatus.SUCCESS] / task_count
# average duration
avg_duration = total_seconds / task_count
# calculate task count by date
cur = db_manager.aggregate('tasks', [
{
'$match': {
'spider_id': spider['_id']
}
},
{
'$project': {
'date': {
'$dateToString': {
'format': '%Y-%m-%d',
'date': '$create_ts'
}
}
}
},
{
'$group': {
'_id': '$date',
'count': {
'$sum': 1
}
}
},
{
'$sort': {
'_id': 1
}
}
])
date_cache = {}
for item in cur:
date_cache[item['_id']] = item['count']
start_date = datetime.now() - timedelta(31)
end_date = datetime.now() - timedelta(1)
date = start_date
daily_tasks = []
while date < end_date:
date = date + timedelta(1)
date_str = date.strftime('%Y-%m-%d')
daily_tasks.append({
'date': date_str,
'count': date_cache.get(date_str) or 0,
})
return {
'status': 'ok',
'overview': {
'task_count': task_count,
'result_count': 800,
'success_rate': success_rate,
'avg_duration': avg_duration
},
'task_count_by_status': task_count_by_status_,
'daily_stats': daily_tasks,
}

View File

@@ -127,8 +127,10 @@ def execute_spider(self, id: str, params: str = None):
status = TaskStatus.FAILURE
# save task when the task is finished
finish_ts = datetime.utcnow()
db_manager.update_one('tasks', id=task_id, values={
'finish_ts': datetime.utcnow(),
'finish_ts': finish_ts,
'duration': (finish_ts - task['create_ts']).total_seconds(),
'status': status
})
task = db_manager.get('tasks', id=id)