Transforming your data

You can do complex transformations on your data when it passes between channels.

Quick Base Pipelines uses the jinja2 templating language for data transformation. Pipelines supports all of the jinja2 templating filters, or options.

Note: The formulas used as part of the jinja2 templating language are different from the Quick Base formula language.

You can add:

You can also:

Numeric calculations and conversions

You can transform data in your pipeline using numeric calculations:

Calculation needed Sample code
Incremented by 1 {{a.count + 1}}
Discounted value {{a.sum - (a.sum * a.discount_percents / 100)}}

Some channels return numbers as text fields, which will result in an error if you try to use them for calculations. You can convert text to an integer or a floating-point number by adding _integer or _float

Calculation needed Sample code
Convert text to integer and add 1 {{a.text_integer|int + 1}}
Convert text to floating number and multiply by 1.35 {{a.text_float|float * 1/35}}

If-Then-Else statements

You can use code instead of the user interface to create If-Then-Else conditions for your pipeline. For example:

{% if someTest %

<p>Something is True</p>

{% else %}

<p>Something is False</p>

{% endif %} }} {% endif %}

Transforming text

You can transform text using code. For example, you can use the pipe character | in the curly brackets plus the word “upper” to make link text uppercase.

You can also use the built-in filter “upper” to make a string uppercase:

Adding |upper to {{aname}} to get {{aname|upper}} would transform Quick Base Pipelines to QUICK BASE PIPELINES.

Managing HTML in your pipeline

Removing HTML tags

Some channels return fields containing HTML tags. If you want to transfer these fields to a channel that does not support HTML, you may need to extract just the text. There are two ways to remove HTML tags, one that removes all tags and formatting, and one that converts HTML to Markdown.

Action needed sample code
Remove all HTML tags and formatting {{a.body|text}}
Convert text to markdown {{a.body|html2text}}

Markdown fields

Some channels expect HTML in some of their fields. If you see the M symbol this means that we have added markdown support to this field, and any markdown will be automatically converted to HTML.

Converting special characters

Some channels expect HTML input, but some special characters are invalid in HTML. To convert the characters &, <, >, ‘, and ” to HTML-safe sequences, you can use the code: “|escape”

For example, if a company name is Johnson & Son, you can use

{{|escape}} to change the name to

Johnson &amp; Son

Adding tags to a list field

If your channel has a Tags field and you want to add a new tag without replacing existing tags, use “|append”

For example:


You can also append multiple tags:

{{a.tags|append('new_tag1', 'new_tag2')}}

Summarizing search results in a single field

You can summarize information of a search pipe to a single field. To summarize the information from the search, you need to remove the For-Each loop by clicking on the X. Then you can add markdown syntax to achieve a formatted summary of all results.

For example, to send a summary via Gmail, use the For-Each loop in the body of the Send an Email pipe.

Sample code:

# {{a|count}} messages received for the last day #

{% for m in a %}

## {{m.subject}}

### from: {{m.from}}

### to: {{}}



{% endfor %}

This will result in an email containing a list of all the emails found from the Gmail Search pipe.

In this example, the {{a|count}} code returns the number of messages received in the last day.

The temporary variable m: {% for m in a %} means that future references to a single message will use m instead of a, such as {{m.body}}

Clear a field in an Update pipe

Pipelines ignores fields with empty values to avoid clearing a remote field accidentally. If you want to clear this field in an Update pipe, you’ll need to specify the value {{CLEAR}}.

You can combine the CLEAR code with conditions. For example:

{% if a.priority != 'no priority' %}{{a.priority}}{% else %}{{CLEAR}}{% endif %}

If a.priority is different from 'no priority' then a.priority will be set in the field. Otherwise, the field will be cleared.