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Importing DateTimes that contain timezones

In this guide we'll learn how to import fields that have DateTime strings in various formats, including one with timezones.

We'll start with the following file, events.json that contains JSON documents :

events.json
{"ts": "1659949952791", "ts1": "Mon 08 Aug 2022 10:12:32 +0100", "ts2": "2022-08-08 10:12:32", "ts3": "1659949952", "ts4": "2022-08-08T10:12:32.795Z"}
{"ts": "1659949952797", "ts1": "Mon 08 Aug 2022 10:12:32 +0100", "ts2": "2022-08-08 10:12:32", "ts3": "1659949952", "ts4": "2022-08-08T10:12:32.802Z"}
{"ts": "1659949952805", "ts1": "Mon 08 Aug 2022 10:12:32 +0100", "ts2": "2022-08-08 10:12:32", "ts3": "1659949952", "ts4": "2022-08-08T10:12:32.809Z"}

This file contains timestamps in different formats:

  • ts - epoch milliseconds.
  • ts1 - DateTime string of the format EEE dd MMM YYYY HH:mm:ss Z.
  • ts2 - DateTime string of the format YYYY-MM-dd HH:mm:ss.
  • ts3 - epoch seconds.
  • ts4 - DateTime string of the ISO DateTime format (yyyy-MM-dd'T'HH:mm:ss.SSS'Z')

Upload that file following the instructions in the upload file guide.

Once you've selected the file and clicked through to the next screen, you'll see the following:

Data Modeling Data Modeling

Let's change the field type for each column to DATETIME:

DateTime Fields DateTime Fields

The ts column is already in the right format, but we'll need to apply transformation functions to the ts1, ts2, and ts3 columns. If you click on the cog icon next to each row, you'll see a modal window like this:

Adding a transformation function Adding a transformation function

We'll need to change the column name (you can't use the same field name when applying a transformation function) and paste the transformation function into Mapping Function based on the table below:

Current column nameNew column nameTransformation function
ts1timestamp1
FromDateTime(ts1, 'EEE dd MMM YYYY HH:mm:ss Z')
ts2timestamp2
FromDateTime(ts2, 'YYYY-MM-dd HH:mm:ss')
ts3timestamp3
"ts3" * 1000

Transformation functions to apply

After you've updated each column, click Apply to apply your changes.

For the field ts4 we need to change Date Time Format to ISO DATETIME. Making this change will change the field type to STRING.

Now click on Pinot Data and you should see the following:

Pinot Data Pinot Data

Before you click through to the next screen, make sure that the Pinot Time Column is set to ts.

Pinot Time Column Pinot Time Column

You can now click through the rest of the steps to add this dataset.

If you click on query console from the final screen and then select this table, you'll see the results of a query that gets the first 10 rows:

Timestamps in Pinot Timestamps in Pinot