Pendo (v1) | Stitch Documentation

Pendo extraction is supported by Stitch
This integration is powered by Singer's Pendo tap and certified by Stitch. Check out and contribute to the repo on GitHub.

For support, contact Support.

Pendo integration summary

Stitch’s Pendo integration replicates data using the Pendo v1 API. Refer to the Schema section for a list of objects available for replication.

Pendo feature snapshot

A high-level look at Stitch's Pendo (v1) integration, including release status, useful links, and the features supported in Stitch.

STITCH
Release status	Released on July 26th, 2023	Supported by	Stitch
Stitch plan	Standard	API availability	Available
Singer GitHub repository	singer-io/tap-pendo
REPLICATION SETTINGS
Anchor Scheduling	Supported	Advanced Scheduling	Supported
Table-level reset	Unsupported	Configurable Replication Methods	Unsupported
DATA SELECTION
Table selection	Supported	Column selection	Supported
Select all	Supported
TRANSPARENCY
Extraction Logs	Supported	Loading Reports	Supported

Connecting Pendo

Pendo setup requirements

To set up Pendo in Stitch, you need:

Admin privileges in Pendo. These privileges are required to create an integration key, which Stitch needs to successfully connect to your Pendo account.

Step 1: Create a Pendo integration key

Note: Admin privileges in Pendo are required to complete this step.

Sign into your Pendo account as a user with Admin privileges.
Click Settings > Integrations.
On the Integrations page, click the Integration Keys tab.
Click + Add Integration Key.
In Description field of the window that displays, enter a description. For example: Stitch
Click Create.

The integration key will dispay in the Key column:

Highlighted Key column and integration key in the Integration Keys tab of the Pendo web app

Keep the integration key handy - you’ll need it to complete the setup in the next step.

Step 2: Add Pendo as a Stitch data source

Sign into your Stitch account.
On the Stitch Dashboard page, click the Add Integration button.
Click the Pendo icon.
Enter a name for the integration. This is the name that will display on the Stitch Dashboard for the integration; it’ll also be used to create the schema in your destination.

For example, the name “Stitch Pendo” would create a schema called stitch_pendo in the destination. Note: Schema names cannot be changed after you save the integration.
In the Period field, select how you want data for event tables to be aggregated:
- Day - Data will be aggregated by day
- Hour - Data will be aggregated by hour
Note: The Period field is configured during integration creation. Once set, this Period field will remain disabled on the edit page. Refer to the Event replication section for more info.
In the X Pendo Integration Key field, paste the integration key you created in Step 1.
Optional: If you want to extract data for specific apps, enter a comma-separated list of app IDs in the App Ids field. If this field is empty, Stitch will extract data for all apps available in your Pendo account.
Optional: Check the Inlude Anonymous Visitors checkbox to have Stitch include anonymous vistors in replication.

Step 3: Define the historical replication start date

The Sync Historical Data setting defines the starting date for your Pendo integration. This means that data equal to or newer than this date will be replicated to your data warehouse.

Change this setting if you want to replicate data beyond Pendo’s default setting of 1 year. For a detailed look at historical replication jobs, check out the Syncing Historical SaaS Data guide.

Step 4: Create a replication schedule

Replication schedules affect the time Extraction begins, not the time to data loaded. Refer to the Replication Scheduling documentation for more information.

In the Replication Frequency section, you’ll create the integration’s replication schedule. An integration’s replication schedule determines how often Stitch runs a replication job, and the time that job begins.

Pendo integrations support the following replication scheduling methods:

Replication Frequency
Anchor Scheduling
Advanced Scheduling using Cron (Advanced or Premium plans only)

To keep your row usage low, consider setting the integration to replicate less frequently. See the Understanding and Reducing Your Row Usage guide for tips on reducing your usage.

Step 5: Set objects to replicate

Is an object missing or not replicating? Verify that the object meets the requirements for selection and replication.

The last step is to select the tables and columns you want to replicate. Learn about the available tables for this integration.

Note: If a replication job is currently in progress, new selections won’t be used until the next job starts.

For Pendo integrations, you can select:

Individual tables and columns
All tables and columns

Click the tabs to view instructions for each selection method.

In the integration’s Tables to Replicate tab, locate a table you want to replicate.
To track a table, click the checkbox next to the table’s name. A blue checkmark means the table is set to replicate.
To track a column, click the checkbox next to the column’s name. A blue checkmark means the column is set to replicate.
Repeat this process for all the tables and columns you want to replicate.
When finished, click the Finalize Your Selections button at the bottom of the screen to save your selections.

Important: Using the Select All feature will overwrite any previous selections. However, selections aren’t final until Finalize Your Selections is clicked. Clicking Cancel will restore your previous selections. Refer to the Select All guide for more info about this feature.

Click into the integration from the Stitch Dashboard page.
Click the Tables to Replicate tab.
In the list of tables, click the box next to the Table Names column.
In the menu that displays, click Track all Tables and Fields:
Click the Finalize Your Selections button at the bottom of the page to save your data selections.

Initial and historical replication jobs

After you finish setting up Pendo, its Sync Status may show as Pending on either the Stitch Dashboard or in the Integration Details page.

For a new integration, a Pending status indicates that Stitch is in the process of scheduling the initial replication job for the integration. This may take some time to complete.

Initial replication jobs with Anchor Scheduling

If using Anchor Scheduling, an initial replication job may not kick off immediately. This depends on the selected Replication Frequency and Anchor Time. Refer to the Anchor Scheduling documentation for more information.

Free historical data loads

The first seven days of replication, beginning when data is first replicated, are free. Rows replicated from the new integration during this time won’t count towards your quota. Stitch offers this as a way of testing new integrations, measuring usage, and ensuring historical data volumes don’t quickly consume your quota.

Replication will continue after the seven days are over. If you’re no longer interested in this source, be sure to pause or delete the integration to prevent unwanted usage.

Pendo replication

Event replication

Applicable event tables

The info in this section applies to the following tables:

Data aggregation for events

Pendo’s API allows data for event tables to be aggregated by day or by hour. In Stitch, this is controlled using the Period setting.

When the Period setting is set to:

Day, each row of event data will pertain to a specific day
Hour, each row of event data will pertain to a specific hour of a given day

Pendo table reference

Schemas and versioning

Schemas and naming conventions can change from version to version, so we recommend verifying your integration’s version before continuing.

The schema and info displayed below is for version 1 of this integration.

This is the latest version of the Pendo integration.

Table and column names in your destination

Depending on your destination, table and column names may not appear as they are outlined below.

For example: Object names are lowercased in Redshift (CusTomERs > customers), while case is maintained in PostgreSQL destinations (CusTomERs > CusTomERs). Refer to the Loading Guide for your destination for more info.

accounts

The accounts table contains info about your customer accounts in Pendo.

Replication Method	Key-based Incremental
Primary Key	account_id
Replication Key	lastupdated
Useful links	Pendo documentation accounts schema on GitHub Pendo API method

accounts table foreign keys

Join accounts with	on
events	accounts.account_id = events.account_id
feature_events	accounts.account_id = feature_events.account_id
guide_events	accounts.account_id = guide_events.account_id accounts.account_id = guide_events.account_ids
page_events	accounts.account_id = page_events.account_id
poll_events	accounts.account_id = poll_events.account_id accounts.account_id = poll_events.account_ids
track_events	accounts.account_id = track_events.account_id
visitors	accounts.account_id = visitors.metadata_auto.accountid accounts.account_id = visitors.metadata_auto.accountids

accounts table schema

account_id

STRING

lastupdated

DATE-TIME

metadata_auto

OBJECT

Click to expand metadata_auto

firstvisit

DATE-TIME

STRING

idhash

INTEGER

lastupdated

DATE-TIME

lastvisit

DATE-TIME

metadata_custom

OBJECT

events

The events table contains info about events recorded in your Pendo account.

Note: The Period setting you define during setup determine how this table is replicated, including the field used as a Replication Key. Refer to the Replication section for more info.

Replication Method

Key-based Incremental

Primary Keys

account_id

server

remote_ip

Useful links

Pendo documentation

events schema on GitHub

Pendo API method

events table foreign keys

Join events with	on
accounts	events.account_id = accounts.account_id
feature_events	events.account_id = feature_events.account_id events.app_id = feature_events.app_id events.feature_id = feature_events.feature_id events.visitor_id = feature_events.visitor_id
guide_events	events.account_id = guide_events.account_id events.account_id = guide_events.account_ids events.app_id = guide_events.app_id events.visitor_id = guide_events.visitor_id
page_events	events.account_id = page_events.account_id events.app_id = page_events.app_id events.page_id = page_events.page_id events.visitor_id = page_events.visitor_id
poll_events	events.account_id = poll_events.account_id events.account_id = poll_events.account_ids events.visitor_id = poll_events.visitor_id
track_events	events.account_id = track_events.account_id events.app_id = track_events.app_id events.visitor_id = track_events.visitor_id
visitors	events.account_id = visitors.metadata_auto.accountid events.account_id = visitors.metadata_auto.accountids events.visitor_id = visitors.visitor_id
features	events.app_id = features.created_by_user.app_id events.feature_id = features.id events.page_id = features.page_id
visitor_history	events.app_id = visitor_history.app_id events.feature_id = visitor_history.feature_id events.page_id = visitor_history.page_id events.visitor_id = visitor_history.visitor_id
guides	events.page_id = guides.steps.page_id events.visitor_id = guides.audience.select.visitor_id
pages	events.page_id = pages.id

events table schema

account_id

STRING

app_id

NUMBER

day

DATE-TIME

feature_id

STRING

hour

DATE-TIME

num_events

INTEGER

num_minutes

INTEGER

page_id

STRING

parameters

STRING

remote_ip

STRING

server

STRING

user_agent

STRING

visitor_id

STRING

feature_events

The feature_events table contains info about feature events recorded in your Pendo account.

Note: The Period setting you define during setup determine how this table is replicated, including the field used as a Replication Key. Refer to the Replication section for more info.

Replication Method

Key-based Incremental

Primary Keys

account_id

server

remote_ip

visitor_id

day

feature_id

user_agent

Useful links

Pendo documentation

feature_events schema on GitHub

Pendo API method

feature_events table foreign keys

Join feature_events with	on
accounts	feature_events.account_id = accounts.account_id
events	feature_events.account_id = events.account_id feature_events.app_id = events.app_id feature_events.feature_id = events.feature_id feature_events.visitor_id = events.visitor_id
guide_events	feature_events.account_id = guide_events.account_id feature_events.account_id = guide_events.account_ids feature_events.app_id = guide_events.app_id feature_events.visitor_id = guide_events.visitor_id
page_events	feature_events.account_id = page_events.account_id feature_events.app_id = page_events.app_id feature_events.visitor_id = page_events.visitor_id
poll_events	feature_events.account_id = poll_events.account_id feature_events.account_id = poll_events.account_ids feature_events.visitor_id = poll_events.visitor_id
track_events	feature_events.account_id = track_events.account_id feature_events.app_id = track_events.app_id feature_events.visitor_id = track_events.visitor_id
visitors	feature_events.account_id = visitors.metadata_auto.accountid feature_events.account_id = visitors.metadata_auto.accountids feature_events.visitor_id = visitors.visitor_id
features	feature_events.app_id = features.created_by_user.app_id feature_events.feature_id = features.id
visitor_history	feature_events.app_id = visitor_history.app_id feature_events.feature_id = visitor_history.feature_id feature_events.visitor_id = visitor_history.visitor_id
guides	feature_events.visitor_id = guides.audience.select.visitor_id

feature_events table schema

account_id

STRING

app_id

NUMBER

day

DATE-TIME

feature_id

STRING

hour

DATE-TIME

num_events

INTEGER

num_minutes

INTEGER

parameters

STRING

remote_ip

STRING

server

STRING

user_agent

STRING

visitor_id

STRING

features

The features table contains info about app features listed in your Pendo account.

Replication Method	Key-based Incremental
Primary Key	id
Replication Key	last_updated_at
Useful links	Pendo documentation features schema on GitHub Pendo API method

features table foreign keys

Join features with	on
events	features.created_by_user.app_id = events.app_id features.id = events.feature_id features.page_id = events.page_id
feature_events	features.created_by_user.app_id = feature_events.app_id features.id = feature_events.feature_id
guide_events	features.created_by_user.app_id = guide_events.app_id
page_events	features.created_by_user.app_id = page_events.app_id features.page_id = page_events.page_id
track_events	features.created_by_user.app_id = track_events.app_id
visitor_history	features.created_by_user.app_id = visitor_history.app_id features.id = visitor_history.feature_id features.page_id = visitor_history.page_id
pages	features.group.id = pages.group.id features.page_id = pages.id features.created_by_user.id = pages.created_by_user.id features.group.created_by_user.id = pages.created_by_user.id features.group.last_updated_by_user.id = pages.created_by_user.id features.last_updated_by_user.id = pages.created_by_user.id features.created_by_user.id = pages.group.created_by_user.id features.group.created_by_user.id = pages.group.created_by_user.id features.group.last_updated_by_user.id = pages.group.created_by_user.id features.last_updated_by_user.id = pages.group.created_by_user.id features.created_by_user.id = pages.group.last_updated_by_user.id features.group.created_by_user.id = pages.group.last_updated_by_user.id features.group.last_updated_by_user.id = pages.group.last_updated_by_user.id features.last_updated_by_user.id = pages.group.last_updated_by_user.id features.created_by_user.id = pages.last_updated_by_user.id features.group.created_by_user.id = pages.last_updated_by_user.id features.group.last_updated_by_user.id = pages.last_updated_by_user.id features.last_updated_by_user.id = pages.last_updated_by_user.id
track_types	features.group.id = track_types.group.id features.created_by_user.id = track_types.created_by_user.id features.group.created_by_user.id = track_types.created_by_user.id features.group.last_updated_by_user.id = track_types.created_by_user.id features.last_updated_by_user.id = track_types.created_by_user.id features.created_by_user.id = track_types.last_updated_by_user.id features.group.created_by_user.id = track_types.last_updated_by_user.id features.group.last_updated_by_user.id = track_types.last_updated_by_user.id features.last_updated_by_user.id = track_types.last_updated_by_user.id
guides	features.page_id = guides.steps.page_id features.created_by_user.id = guides.created_by_user.id features.group.created_by_user.id = guides.created_by_user.id features.group.last_updated_by_user.id = guides.created_by_user.id features.last_updated_by_user.id = guides.created_by_user.id features.created_by_user.id = guides.last_updated_by_user.id features.group.created_by_user.id = guides.last_updated_by_user.id features.group.last_updated_by_user.id = guides.last_updated_by_user.id features.last_updated_by_user.id = guides.last_updated_by_user.id

features table schema

app_id

NUMBER

color

STRING

created_at

DATE-TIME

created_by_user

OBJECT

Click to expand created_by_user

app_id

NUMBER

app_wide

BOOLEAN

event_property_configurations

ARRAY

first

STRING

is_core_event

BOOLEAN

last

STRING

role

INTEGER

user_type

STRING

username

STRING

valid_through

NUMBER

dirty

BOOLEAN

element_path_rules

ARRAY

group

OBJECT

Click to expand group

color

STRING

created_at

DATE-TIME

created_by_user

OBJECT

Click to expand created_by_user

first

STRING

last

STRING

role

INTEGER

type

STRING

username

STRING

description

STRING

last_updated_at

DATE-TIME

last_updated_by_user

OBJECT

Click to expand last_updated_by_user

first

STRING

last

STRING

role

INTEGER

username

STRING

length

INTEGER

name

STRING

kind

STRING

last_updated_at

DATE-TIME

last_updated_by_user

OBJECT

Click to expand last_updated_by_user

first

STRING

last

STRING

role

INTEGER

type

STRING

username

STRING

name

STRING

page_id

STRING

root_version_id

STRING

stable_version_id

STRING

guide_events

The guide_events table contains info about guide events recorded in your Pendo account.

Note: The Period setting you define during setup determine how this table is replicated, including the field used as a Replication Key. Refer to the Replication section for more info.

Replication Method	Key-based Incremental
Primary Keys	account_id browser_time guide_id guide_step_id remote_ip type url visitor_id
Replication Key	browser_time
Useful links	Pendo documentation guide_events schema on GitHub Pendo API method

guide_events table foreign keys

Join guide_events with	on
accounts	guide_events.account_id = accounts.account_id guide_events.account_ids = accounts.account_id
events	guide_events.account_id = events.account_id guide_events.account_ids = events.account_id guide_events.app_id = events.app_id guide_events.visitor_id = events.visitor_id
feature_events	guide_events.account_id = feature_events.account_id guide_events.account_ids = feature_events.account_id guide_events.app_id = feature_events.app_id guide_events.visitor_id = feature_events.visitor_id
page_events	guide_events.account_id = page_events.account_id guide_events.account_ids = page_events.account_id guide_events.app_id = page_events.app_id guide_events.visitor_id = page_events.visitor_id
poll_events	guide_events.account_id = poll_events.account_id guide_events.account_ids = poll_events.account_id guide_events.account_id = poll_events.account_ids guide_events.account_ids = poll_events.account_ids guide_events.guide_id = poll_events.guide_id guide_events.poll_id = poll_events.poll_id guide_events.visitor_id = poll_events.visitor_id
track_events	guide_events.account_id = track_events.account_id guide_events.account_ids = track_events.account_id guide_events.app_id = track_events.app_id guide_events.visitor_id = track_events.visitor_id
visitors	guide_events.account_id = visitors.metadata_auto.accountid guide_events.account_ids = visitors.metadata_auto.accountid guide_events.account_id = visitors.metadata_auto.accountids guide_events.account_ids = visitors.metadata_auto.accountids guide_events.visitor_id = visitors.visitor_id
features	guide_events.app_id = features.created_by_user.app_id
visitor_history	guide_events.app_id = visitor_history.app_id guide_events.guide_id = visitor_history.guide_id guide_events.visitor_id = visitor_history.visitor_id
guides	guide_events.guide_id = guides.id guide_events.guide_id = guides.steps.guide_id guide_events.visitor_id = guides.audience.select.visitor_id

guide_events table schema

account_id

STRING

account_ids

ARRAY

app_id

NUMBER

browser_time

DATE-TIME

country

STRING

guide_id

STRING

guide_step_id

STRING

latitude

NUMBER

load_time

INTEGER

longitude

NUMBER

poll_id

STRING

poll_response

STRING

region

STRING

remote_ip

STRING

server_name

STRING

type

STRING

url

STRING

user_agent

STRING

visitor_id

STRING

guides

The guides table contains info about the guides in your Pendo account.

Replication Method	Key-based Incremental
Primary Key	id
Replication Key	last_updated_at
Useful links	guides schema on GitHub Pendo API method

guides table foreign keys

Join guides with	on
guide_events	guides.id = guide_events.guide_id guides.steps.guide_id = guide_events.guide_id guides.audience.select.visitor_id = guide_events.visitor_id
poll_events	guides.id = poll_events.guide_id guides.steps.guide_id = poll_events.guide_id guides.audience.select.visitor_id = poll_events.visitor_id
visitor_history	guides.id = visitor_history.guide_id guides.steps.guide_id = visitor_history.guide_id guides.steps.id = visitor_history.guide_id guides.steps.page_id = visitor_history.page_id guides.audience.select.visitor_id = visitor_history.visitor_id
events	guides.steps.page_id = events.page_id guides.audience.select.visitor_id = events.visitor_id
features	guides.steps.page_id = features.page_id guides.created_by_user.id = features.created_by_user.id guides.last_updated_by_user.id = features.created_by_user.id guides.created_by_user.id = features.group.created_by_user.id guides.last_updated_by_user.id = features.group.created_by_user.id guides.created_by_user.id = features.group.last_updated_by_user.id guides.last_updated_by_user.id = features.group.last_updated_by_user.id guides.created_by_user.id = features.last_updated_by_user.id guides.last_updated_by_user.id = features.last_updated_by_user.id
page_events	guides.steps.page_id = page_events.page_id guides.audience.select.visitor_id = page_events.visitor_id
pages	guides.steps.page_id = pages.id guides.created_by_user.id = pages.created_by_user.id guides.last_updated_by_user.id = pages.created_by_user.id guides.created_by_user.id = pages.group.created_by_user.id guides.last_updated_by_user.id = pages.group.created_by_user.id guides.created_by_user.id = pages.group.last_updated_by_user.id guides.last_updated_by_user.id = pages.group.last_updated_by_user.id guides.created_by_user.id = pages.last_updated_by_user.id guides.last_updated_by_user.id = pages.last_updated_by_user.id
track_types	guides.created_by_user.id = track_types.created_by_user.id guides.last_updated_by_user.id = track_types.created_by_user.id guides.created_by_user.id = track_types.last_updated_by_user.id guides.last_updated_by_user.id = track_types.last_updated_by_user.id
feature_events	guides.audience.select.visitor_id = feature_events.visitor_id
track_events	guides.audience.select.visitor_id = track_events.visitor_id
visitors	guides.audience.select.visitor_id = visitors.visitor_id

guides table schema

app_id

NUMBER

attributes

OBJECT

Click to expand attributes

badge

OBJECT

Click to expand badge

can_change_badge_color

BOOLEAN

color

STRING

height

INTEGER

image_url

STRING

is_only_show_once

BOOLEAN

name

STRING

offsets

OBJECT

Click to expand offsets

left

INTEGER

right

INTEGER

top

INTEGER

position

STRING

show_on_event

STRING

use_hover

STRING

width

INTEGER

device

OBJECT

Click to expand device

type

STRING

priority

INTEGER

type

STRING

audience

ARRAY

Click to expand audience

identified

STRING

select

OBJECT

Click to expand select

visitor_id

STRING

source

OBJECT

Click to expand source

visitors

STRING

created_at

DATE-TIME

created_by_user

OBJECT

Click to expand created_by_user

first

STRING

last

STRING

role

INTEGER

username

STRING

is_multi_step

BOOLEAN

kind

STRING

last_updated_at

DATE-TIME

last_updated_by_user

OBJECT

Click to expand last_updated_by_user

first

STRING

last

STRING

role

INTEGER

username

STRING

launch_method

STRING

name

STRING

published_at

DATE-TIME

reset_at

DATE-TIME

root_version_id

STRING

stable_version_id

STRING

state

STRING

steps

ARRAY

Click to expand steps

advance_method

STRING

attributes

OBJECT

Click to expand attributes

auto_height

BOOLEAN

css

STRING

height

INTEGER

width

INTEGER

content_type

STRING

content_url

STRING

content_url_css

STRING

content_url_js

STRING

element_path_rule

STRING

guide_id

STRING

last_updated_at

DATE-TIME

page_id

STRING

rank

INTEGER

regex_url_rule

STRING

reset_at

DATE-TIME

type

STRING

metadata_accounts

The metadata_accounts table contains info about the metadata schema used for account objects in your Pendo account.

Replication Method

Full Table

Useful links

Pendo documentation

metadata_accounts schema on GitHub

Pendo API method

metadata_accounts table schema

auto

OBJECT

Click to expand auto

firstvisit

OBJECT

Click to expand firstvisit

dirty

BOOLEAN

display_name

STRING

element_format

STRING

element_type

STRING

is_calculated

BOOLEAN

is_deleted

BOOLEAN

is_hidden

BOOLEAN

is_per_app

BOOLEAN

never_index

BOOLEAN

type

STRING

OBJECT

Click to expand id

dirty

BOOLEAN

display_name

STRING

element_format

STRING

element_type

STRING

is_calculated

BOOLEAN

is_deleted

BOOLEAN

is_hidden

BOOLEAN

is_per_app

BOOLEAN

never_index

BOOLEAN

type

STRING

lastvisit

OBJECT

Click to expand lastvisit

dirty

BOOLEAN

display_name

STRING

element_format

STRING

element_type

STRING

is_calculated

BOOLEAN

is_deleted

BOOLEAN

is_hidden

BOOLEAN

is_per_app

BOOLEAN

never_index

BOOLEAN

type

STRING

metadata_visitors

The metadata_visitors table contains info about the metadata schema used for visitor objects in your Pendo account.

Replication Method

Full Table

Useful links

Pendo documentation

metadata_visitors schema on GitHub

Pendo API method

metadata_visitors table schema

agent

OBJECT

Click to expand agent

language

OBJECT

Click to expand language

dirty

BOOLEAN

display_name

STRING

element_format

STRING

element_type

STRING

is_calculated

BOOLEAN

is_deleted

BOOLEAN

is_hidden

BOOLEAN

is_per_app

BOOLEAN

never_index

BOOLEAN

type

STRING

auto

OBJECT

Click to expand auto

accountid

OBJECT

Click to expand accountid

dirty

BOOLEAN

display_name

STRING

element_format

STRING

element_type

STRING

is_calculated

BOOLEAN

is_deleted

BOOLEAN

is_hidden

BOOLEAN

is_per_app

BOOLEAN

never_index

BOOLEAN

type

STRING

accountids

OBJECT

Click to expand accountids

dirty

BOOLEAN

display_name

STRING

element_format

STRING

element_type

STRING

is_calculated

BOOLEAN

is_deleted

BOOLEAN

is_hidden

BOOLEAN

is_per_app

BOOLEAN

never_index

BOOLEAN

type

STRING

firstvisit

OBJECT

Click to expand firstvisit

dirty

BOOLEAN

display_name

STRING

element_format

STRING

element_type

STRING

is_calculated

BOOLEAN

is_deleted

BOOLEAN

is_hidden

BOOLEAN

is_per_app

BOOLEAN

never_index

BOOLEAN

type

STRING

OBJECT

Click to expand id

dirty

BOOLEAN

display_name

STRING

element_format

STRING

element_type

STRING

is_calculated

BOOLEAN

is_deleted

BOOLEAN

is_hidden

BOOLEAN

is_per_app

BOOLEAN

never_index

BOOLEAN

type

STRING

lastbrowsername

OBJECT

Click to expand lastbrowsername

dirty

BOOLEAN

display_name

STRING

element_format

STRING

element_type

STRING

is_calculated

BOOLEAN

is_deleted

BOOLEAN

is_hidden

BOOLEAN

is_per_app

BOOLEAN

never_index

BOOLEAN

type

STRING

lastbrowserversion

OBJECT

Click to expand lastbrowserversion

dirty

BOOLEAN

display_name

STRING

element_format

STRING

element_type

STRING

is_calculated

BOOLEAN

is_deleted

BOOLEAN

is_hidden

BOOLEAN

is_per_app

BOOLEAN

never_index

BOOLEAN

type

STRING

lastoperatingsystem

OBJECT

Click to expand lastoperatingsystem

dirty

BOOLEAN

display_name

STRING

element_format

STRING

element_type

STRING

is_calculated

BOOLEAN

is_deleted

BOOLEAN

is_hidden

BOOLEAN

is_per_app

BOOLEAN

never_index

BOOLEAN

type

STRING

lastservername

OBJECT

Click to expand lastservername

dirty

BOOLEAN

display_name

STRING

element_format

STRING

element_type

STRING

is_calculated

BOOLEAN

is_deleted

BOOLEAN

is_hidden

BOOLEAN

is_per_app

BOOLEAN

never_index

BOOLEAN

type

STRING

lastvisit

OBJECT

Click to expand lastvisit

dirty

BOOLEAN

display_name

STRING

element_format

STRING

element_type

STRING

is_calculated

BOOLEAN

is_deleted

BOOLEAN

is_hidden

BOOLEAN

is_per_app

BOOLEAN

never_index

BOOLEAN

type

STRING

pendo

OBJECT

Click to expand pendo

designerenabled

OBJECT

Click to expand designerenabled

dirty

BOOLEAN

display_name

STRING

element_format

STRING

element_type

STRING

is_calculated

BOOLEAN

is_deleted

BOOLEAN

is_hidden

BOOLEAN

is_per_app

BOOLEAN

never_index

BOOLEAN

type

STRING

page_events

The page_events table contains info about page events recorded in your Pendo account.

Note: The Period setting you define during setup determine how this table is replicated, including the field used as a Replication Key. Refer to the Replication section for more info.

Replication Method

Key-based Incremental

Primary Keys

account_id

server

remote_ip

visitor_id

day

page_id

user_agent

Useful links

Pendo documentation

page_events schema on GitHub

Pendo API method

page_events table foreign keys

Join page_events with	on
accounts	page_events.account_id = accounts.account_id
events	page_events.account_id = events.account_id page_events.app_id = events.app_id page_events.page_id = events.page_id page_events.visitor_id = events.visitor_id
feature_events	page_events.account_id = feature_events.account_id page_events.app_id = feature_events.app_id page_events.visitor_id = feature_events.visitor_id
guide_events	page_events.account_id = guide_events.account_id page_events.account_id = guide_events.account_ids page_events.app_id = guide_events.app_id page_events.visitor_id = guide_events.visitor_id
poll_events	page_events.account_id = poll_events.account_id page_events.account_id = poll_events.account_ids page_events.visitor_id = poll_events.visitor_id
track_events	page_events.account_id = track_events.account_id page_events.app_id = track_events.app_id page_events.visitor_id = track_events.visitor_id
visitors	page_events.account_id = visitors.metadata_auto.accountid page_events.account_id = visitors.metadata_auto.accountids page_events.visitor_id = visitors.visitor_id
features	page_events.app_id = features.created_by_user.app_id page_events.page_id = features.page_id
visitor_history	page_events.app_id = visitor_history.app_id page_events.page_id = visitor_history.page_id page_events.visitor_id = visitor_history.visitor_id
guides	page_events.page_id = guides.steps.page_id page_events.visitor_id = guides.audience.select.visitor_id
pages	page_events.page_id = pages.id

page_events table schema

account_id

STRING

app_id

NUMBER

day

DATE-TIME

hour

DATE-TIME

num_events

INTEGER

num_minutes

INTEGER

page_id

STRING

parameters

STRING

remote_ip

STRING

server

STRING

user_agent

STRING

visitor_id

STRING

pages

The pages table contains info about specific pages in your Pendo app.

Replication Method	Key-based Incremental
Primary Key	id
Replication Key	last_updated_at
Useful links	Pendo documentation pages schema on GitHub Pendo API method

pages table foreign keys

Join pages with	on
features	pages.group.id = features.group.id pages.id = features.page_id pages.created_by_user.id = features.created_by_user.id pages.group.created_by_user.id = features.created_by_user.id pages.group.last_updated_by_user.id = features.created_by_user.id pages.last_updated_by_user.id = features.created_by_user.id pages.created_by_user.id = features.group.created_by_user.id pages.group.created_by_user.id = features.group.created_by_user.id pages.group.last_updated_by_user.id = features.group.created_by_user.id pages.last_updated_by_user.id = features.group.created_by_user.id pages.created_by_user.id = features.group.last_updated_by_user.id pages.group.created_by_user.id = features.group.last_updated_by_user.id pages.group.last_updated_by_user.id = features.group.last_updated_by_user.id pages.last_updated_by_user.id = features.group.last_updated_by_user.id pages.created_by_user.id = features.last_updated_by_user.id pages.group.created_by_user.id = features.last_updated_by_user.id pages.group.last_updated_by_user.id = features.last_updated_by_user.id pages.last_updated_by_user.id = features.last_updated_by_user.id
track_types	pages.group.id = track_types.group.id pages.created_by_user.id = track_types.created_by_user.id pages.group.created_by_user.id = track_types.created_by_user.id pages.group.last_updated_by_user.id = track_types.created_by_user.id pages.last_updated_by_user.id = track_types.created_by_user.id pages.created_by_user.id = track_types.last_updated_by_user.id pages.group.created_by_user.id = track_types.last_updated_by_user.id pages.group.last_updated_by_user.id = track_types.last_updated_by_user.id pages.last_updated_by_user.id = track_types.last_updated_by_user.id
events	pages.id = events.page_id
guides	pages.id = guides.steps.page_id pages.created_by_user.id = guides.created_by_user.id pages.group.created_by_user.id = guides.created_by_user.id pages.group.last_updated_by_user.id = guides.created_by_user.id pages.last_updated_by_user.id = guides.created_by_user.id pages.created_by_user.id = guides.last_updated_by_user.id pages.group.created_by_user.id = guides.last_updated_by_user.id pages.group.last_updated_by_user.id = guides.last_updated_by_user.id pages.last_updated_by_user.id = guides.last_updated_by_user.id
page_events	pages.id = page_events.page_id
visitor_history	pages.id = visitor_history.page_id

pages table schema

app_id

NUMBER

color

STRING

created_at

DATE-TIME

created_by_user

OBJECT

Click to expand created_by_user

first

STRING

last

STRING

role

INTEGER

username

STRING

dirty

BOOLEAN

group

OBJECT

Click to expand group

color

STRING

created_at

DATE-TIME

created_by_user

OBJECT

Click to expand created_by_user

first

STRING

last

STRING

role

INTEGER

username

STRING

description

STRING

last_updated_at

DATE-TIME

last_updated_by_user

OBJECT

Click to expand last_updated_by_user

first

STRING

last

STRING

role

INTEGER

username

STRING

length

INTEGER

name

STRING

kind

STRING

last_updated_at

DATE-TIME

last_updated_by_user

OBJECT

Click to expand last_updated_by_user

first

STRING

last

STRING

role

INTEGER

username

STRING

name

STRING

root_version_id

STRING

rules

ARRAY

Click to expand rules

designer_hint

STRING

parsed_rule

STRING

rule

STRING

stable_version_id

STRING

poll_events

The poll_events table contains info about poll events recorded in your Pendo account.

Note: The Period setting you define during setup determine how this table is replicated, including the field used as a Replication Key. Refer to the Replication section for more info.

Replication Method	Key-based Incremental
Primary Keys	account_id remote_ip visitor_id browser_time poll_id
Replication Key	browser_time
Useful links	Pendo documentation poll_events schema on GitHub Pendo API method

poll_events table foreign keys

Join poll_events with	on
accounts	poll_events.account_id = accounts.account_id poll_events.account_ids = accounts.account_id
events	poll_events.account_id = events.account_id poll_events.account_ids = events.account_id poll_events.visitor_id = events.visitor_id
feature_events	poll_events.account_id = feature_events.account_id poll_events.account_ids = feature_events.account_id poll_events.visitor_id = feature_events.visitor_id
guide_events	poll_events.account_id = guide_events.account_id poll_events.account_ids = guide_events.account_id poll_events.account_id = guide_events.account_ids poll_events.account_ids = guide_events.account_ids poll_events.guide_id = guide_events.guide_id poll_events.poll_id = guide_events.poll_id poll_events.visitor_id = guide_events.visitor_id
page_events	poll_events.account_id = page_events.account_id poll_events.account_ids = page_events.account_id poll_events.visitor_id = page_events.visitor_id
track_events	poll_events.account_id = track_events.account_id poll_events.account_ids = track_events.account_id poll_events.visitor_id = track_events.visitor_id
visitors	poll_events.account_id = visitors.metadata_auto.accountid poll_events.account_ids = visitors.metadata_auto.accountid poll_events.account_id = visitors.metadata_auto.accountids poll_events.account_ids = visitors.metadata_auto.accountids poll_events.visitor_id = visitors.visitor_id
guides	poll_events.guide_id = guides.id poll_events.guide_id = guides.steps.guide_id poll_events.visitor_id = guides.audience.select.visitor_id
visitor_history	poll_events.guide_id = visitor_history.guide_id poll_events.visitor_id = visitor_history.visitor_id

poll_events table schema

account_id

STRING

account_ids

ARRAY

app_id

NUMBER

browser_time

DATE-TIME

country

STRING

guide_id

STRING

latitude

NUMBER

load_time

INTEGER

longitude

NUMBER

poll_id

STRING

poll_response

STRING

region

STRING

remote_ip

STRING

server_name

STRING

type

STRING

user_agent

STRING

visitor_id

STRING

track_events

The track_events table contains info about the track events recorded in your Pendo account.

Note: The Period setting you define during setup determine how this table is replicated, including the field used as a Replication Key. Refer to the Replication section for more info.

Replication Method

Key-based Incremental

Primary Keys

account_id

remote_ip

server

visitor_id

day

track_type_id

user_agent

Useful links

Pendo documentation

track_events schema on GitHub

Pendo API method

track_events table foreign keys

Join track_events with	on
accounts	track_events.account_id = accounts.account_id
events	track_events.account_id = events.account_id track_events.app_id = events.app_id track_events.visitor_id = events.visitor_id
feature_events	track_events.account_id = feature_events.account_id track_events.app_id = feature_events.app_id track_events.visitor_id = feature_events.visitor_id
guide_events	track_events.account_id = guide_events.account_id track_events.account_id = guide_events.account_ids track_events.app_id = guide_events.app_id track_events.visitor_id = guide_events.visitor_id
page_events	track_events.account_id = page_events.account_id track_events.app_id = page_events.app_id track_events.visitor_id = page_events.visitor_id
poll_events	track_events.account_id = poll_events.account_id track_events.account_id = poll_events.account_ids track_events.visitor_id = poll_events.visitor_id
visitors	track_events.account_id = visitors.metadata_auto.accountid track_events.account_id = visitors.metadata_auto.accountids track_events.visitor_id = visitors.visitor_id
features	track_events.app_id = features.created_by_user.app_id
visitor_history	track_events.app_id = visitor_history.app_id track_events.visitor_id = visitor_history.visitor_id
track_types	track_events.track_type_id = track_types.id
guides	track_events.visitor_id = guides.audience.select.visitor_id

track_events table schema

account_id

STRING

app_id

NUMBER

day

DATE-TIME

hour

DATE-TIME

num_events

INTEGER

num_minutes

INTEGER

properties

OBJECT

Click to expand properties

android

BOOLEAN

any

BOOLEAN

apple

BOOLEAN

phone

BOOLEAN

table

BOOLEAN

remote_ip

STRING

server

STRING

track_type_id

STRING

user_agent

STRING

visitor_id

STRING

track_types

The track_types table contains info about

Replication Method

Key-based Incremental

Primary Key

Useful links

track_types schema on GitHub

Pendo API method

track_types table foreign keys

Join track_types with	on
features	track_types.group.id = features.group.id track_types.created_by_user.id = features.created_by_user.id track_types.last_updated_by_user.id = features.created_by_user.id track_types.created_by_user.id = features.group.created_by_user.id track_types.last_updated_by_user.id = features.group.created_by_user.id track_types.created_by_user.id = features.group.last_updated_by_user.id track_types.last_updated_by_user.id = features.group.last_updated_by_user.id track_types.created_by_user.id = features.last_updated_by_user.id track_types.last_updated_by_user.id = features.last_updated_by_user.id
pages	track_types.group.id = pages.group.id track_types.created_by_user.id = pages.created_by_user.id track_types.last_updated_by_user.id = pages.created_by_user.id track_types.created_by_user.id = pages.group.created_by_user.id track_types.last_updated_by_user.id = pages.group.created_by_user.id track_types.created_by_user.id = pages.group.last_updated_by_user.id track_types.last_updated_by_user.id = pages.group.last_updated_by_user.id track_types.created_by_user.id = pages.last_updated_by_user.id track_types.last_updated_by_user.id = pages.last_updated_by_user.id
track_events	track_types.id = track_events.track_type_id
guides	track_types.created_by_user.id = guides.created_by_user.id track_types.last_updated_by_user.id = guides.created_by_user.id track_types.created_by_user.id = guides.last_updated_by_user.id track_types.last_updated_by_user.id = guides.last_updated_by_user.id

track_types table schema

app_id

NUMBER

color

STRING

created_at

DATE-TIME

created_by_user

OBJECT

Click to expand created_by_user

first

STRING

last

STRING

role

INTEGER

username

STRING

dirty

BOOLEAN

group

OBJECT

Click to expand group

color

STRING

description

STRING

length

INTEGER

name

STRING

kind

STRING

last_updated_at

DATE-TIME

last_updated_by_user

OBJECT

Click to expand last_updated_by_user

first

STRING

last

STRING

role

INTEGER

username

STRING

name

STRING

root_version_id

STRING

stable_version_id

STRING

track_type_name

BOOLEAN

track_type_rules

ARRAY

visitor_history

The visitor_history table contains info about visitor activity.

Replication Method	Key-based Incremental
Primary Key	visitor_id
Replication Key	modified_ts
Useful links	Pendo documentation visitor_history schema on GitHub Pendo API method

visitor_history table foreign keys

Join visitor_history with	on
events	visitor_history.app_id = events.app_id visitor_history.feature_id = events.feature_id visitor_history.page_id = events.page_id visitor_history.visitor_id = events.visitor_id
feature_events	visitor_history.app_id = feature_events.app_id visitor_history.feature_id = feature_events.feature_id visitor_history.visitor_id = feature_events.visitor_id
features	visitor_history.app_id = features.created_by_user.app_id visitor_history.feature_id = features.id visitor_history.page_id = features.page_id
guide_events	visitor_history.app_id = guide_events.app_id visitor_history.guide_id = guide_events.guide_id visitor_history.visitor_id = guide_events.visitor_id
page_events	visitor_history.app_id = page_events.app_id visitor_history.page_id = page_events.page_id visitor_history.visitor_id = page_events.visitor_id
track_events	visitor_history.app_id = track_events.app_id visitor_history.visitor_id = track_events.visitor_id
guides	visitor_history.guide_id = guides.id visitor_history.guide_id = guides.steps.guide_id visitor_history.guide_id = guides.steps.id visitor_history.page_id = guides.steps.page_id visitor_history.visitor_id = guides.audience.select.visitor_id
poll_events	visitor_history.guide_id = poll_events.guide_id visitor_history.visitor_id = poll_events.visitor_id
pages	visitor_history.page_id = pages.id
visitors	visitor_history.visitor_id = visitors.visitor_id

visitor_history table schema

app_id

NUMBER

duration

INTEGER

feature_id

STRING

guide_id

STRING

guide_step_id

STRING

last_ts

DATE-TIME

modified_ts

DATE-TIME

page_id

STRING

parsed_user_agent

OBJECT

Click to expand parsed_user_agent

name

STRING

version

STRING

DATE-TIME

type

STRING

untagged_url

STRING

uri

STRING

visitor_id

STRING

visitors

The visitors table contains info about the visitors recorded in your Pendo account.

Replication Method	Key-based Incremental
Primary Key	visitor_id
Replication Key	lastupdated
Useful links	Pendo documentation visitors schema on GitHub Pendo API method

visitors table foreign keys

Join visitors with	on
accounts	visitors.metadata_auto.accountid = accounts.account_id visitors.metadata_auto.accountids = accounts.account_id
events	visitors.metadata_auto.accountid = events.account_id visitors.metadata_auto.accountids = events.account_id visitors.visitor_id = events.visitor_id
feature_events	visitors.metadata_auto.accountid = feature_events.account_id visitors.metadata_auto.accountids = feature_events.account_id visitors.visitor_id = feature_events.visitor_id
guide_events	visitors.metadata_auto.accountid = guide_events.account_id visitors.metadata_auto.accountids = guide_events.account_id visitors.metadata_auto.accountid = guide_events.account_ids visitors.metadata_auto.accountids = guide_events.account_ids visitors.visitor_id = guide_events.visitor_id
page_events	visitors.metadata_auto.accountid = page_events.account_id visitors.metadata_auto.accountids = page_events.account_id visitors.visitor_id = page_events.visitor_id
poll_events	visitors.metadata_auto.accountid = poll_events.account_id visitors.metadata_auto.accountids = poll_events.account_id visitors.metadata_auto.accountid = poll_events.account_ids visitors.metadata_auto.accountids = poll_events.account_ids visitors.visitor_id = poll_events.visitor_id
track_events	visitors.metadata_auto.accountid = track_events.account_id visitors.metadata_auto.accountids = track_events.account_id visitors.visitor_id = track_events.visitor_id
guides	visitors.visitor_id = guides.audience.select.visitor_id
visitor_history	visitors.visitor_id = visitor_history.visitor_id

visitors table schema

lastupdated

DATE-TIME

metadata_agent

OBJECT

Click to expand metadata_agent

email

STRING

ipaddress

STRING

language

STRING

metadata_auto

OBJECT

Click to expand metadata_auto

accountid

STRING

accountids

ARRAY

firstvisit

DATE-TIME

STRING

idhash

INTEGER

lastbrowsername

STRING

lastbrowserversion

STRING

lastoperatingsystem

STRING

lastservername

STRING

lastupdated

DATE-TIME

lastuseragent

STRING

lastvisit

DATE-TIME

nid

INTEGER

metadata_custom

OBJECT

visitor_id

STRING

Questions? Feedback?

Did this article help? If you have questions or feedback, feel free to submit a pull request with your suggestions, open an issue on GitHub, or reach out to us.

Related	Troubleshooting
Destination & Integration Compatibility Replication Scheduling Syncing Historical SaaS Data Resetting Replication Keys Nested Data Structures & Row Count Impact	Third-Party Downtime Understanding & Reducing Your Usage Re-Authorizing Integrations Replication Issues