webengage-migration 0.1.0

Webengage internal tool to migrate other party historical data into webengage ecosystem

WebEngage Migration Tool

A lightweight tool to migrate historical user or event data into WebEngage ecosystem. Supports large datasets and can handle millions of rows, automatic batching, and adhere to WebEngage API rate limits.

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Features

• Handles large files efficiently (2M+ rows)
• Batches events or users into groups of 25 adhering API rate limits
• Supports multiple datacenter routing (in, ksa, us)
• Built-in logger for tracking batch status - (success / failure)

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Instructions

• Data should always be in CSV format for both events and users.

• Delete the first column ("converted JSON") before saving the file if you plan to resend the data to WebEngage.

  Sending Users

  • Column 4: Reserve this column for Date of Birth. The header name should be "birthDate"

  • Columns 1 to 11: should contain the following fields: userId, firstName, lastName, birthDate, gender, email, phone, company, city, region, country You can shuffle these columns except for birthDate, which will always remain in column 4

  • birthDate values should follow this format: yyyy-mm-dd (eg: 1999-12-25)

  • Columns 12 onwards will contain custom user attributes.

  Sending Events

  • Columns 1 to 3: should contain the following fields: userId, eventName, eventTime. Shuffling of the columns is allowed within this range.

  • eventTime should follow this format: yyyy-mm-ddTHH:MM:SS-0800 (eg: 1986-08-19T15:45:00-0800).

  • Columns 4 onwards will contain event data.

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Installation

To install the package run:

pip install webengage-migration

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Usage

To initiate the migration process run the below command:

we --migrate {users/events} -f "{filename.csv}" -d {datacenter} -lc {license_code}

Argument	Description	Type
{users/events}	Type of data you're migrating (users or events)	⚠️ Required
-f "filename.csv"	Path to the input CSV file	⚠️ Required
-d {datacenter}	WebEngage datacenter (in, ksa, default is us)	⚙️ Optional
-lc {license_code}	Your WebEngage license code	⚠️ Required

Example:

Send users: we --migrate users -f "datafile.csv" -d in -lc in~~1234c456

Send events: we --migrate events -f "datafile.csv" -d in -lc in~~1234c456

Once migration is initiated, provide the API key for authorization, API key will be found in webengage dashboard for provided license code under:

Data Platforms → Integrations → Rest API → API KEY

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WebEngage API Rate Limits

WebEngage limits bulk event / users API usage to:

• 25 events / users per API request
• 500 requests per minute (Total 12,500 events per minute)

This tool automatically respects the above limits by batching and throttling requests.

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Legal Notice

This tool is an internal property of WebEngage and is strictly for migration purposes. It is owned by Nipun Patel (Copyright) and any misuse, unauthorized distribution, or external sharing will lead to legal consequences.

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