Extracting Date and Time info from a string.
I have a database full of data, including a date and time string, e.g. Tue, 21 Sep 2010 14:16:17 +0000
What I would like to be able to do is extract various documents (records) from the database based on the time contained within the date string, Tue, 21 Sep 2010 14:16:17 +0000
.
From the above date string, how would I use python and regex to extract documents that have the time 15:00:00
? I'm using MongoDB by the way, in conjunction with P开发者_开发知识库ython.
I don't know MongoDB, but shouldn't something like this work?
SELECT * FROM Database WHERE Date LIKE '%15:00:00%'
If you have a date string, the only place it contains colons will be the time part of the date, so that should be good enough without a regex. It would be better, of course, if you had an actual timestamp instead of a string in your date field.
You can use $where:
db.collection.find({$where: "var d = new Date(this.dateProperty); return d.getUTCHours() == 15 && d.getUTCMinutes() == 0 && d.getUTCSeconds() == 0"})
Or regular expression:
db.collection.find({dateProperty: /.*15:00.*/})
The second can be a bit faster than first but both will be relatively slow. To speedup things you would store dates in built-in date
format. Also if you need to query on datetime components consider adding indexable date representation such as {y:2010,m:9,d:21,h:14,i:16,s:17}
(properties depend on your query needs, if you only need to query by hour you would have {h:14}
). Then you can have index per each component.
I agree with the other poster. Though this doesn't solve your immediate problem, if you have any control over the database, you should seriously consider creating a time/column, with either a DATE or TIMESTAMP datatype. That would make your system much more robust, & completely avoid the problem of trying to parse dates from string (an inherently fragile technique).
To keep things easy, use:
import datetime, dateutil.parser
dateutil.parser.parse("Tue, 21 Sep 2010 14:16:17 +0000").strftime('%X')
# '14:16:17'
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