How to load data from Snapchat Marketing to TiDB

Learn how to use Airbyte to synchronize your Snapchat Marketing data into TiDB within minutes.

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Set up a Snapchat Marketing connector in Airbyte

Connect to Snapchat Marketing or one of 400+ pre-built or 10,000+ custom connectors through simple account authentication.

Set up TiDB for your extracted Snapchat Marketing data

Select TiDB where you want to import data from your Snapchat Marketing source to. You can also choose other cloud data warehouses, databases, data lakes, vector databases, or any other supported Airbyte destinations.

Configure the Snapchat Marketing to TiDB in Airbyte

This includes selecting the data you want to extract - streams and columns -, the sync frequency, where in the destination you want that data to be loaded.

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TL;DR

set up Snapchat Marketing as a source connector (using Auth, or usually an API key)
set up TiDB as a destination connector
define which data you want to transfer and how frequently

You can choose to self-host the pipeline using Airbyte Open Source or have it managed for you with Airbyte Cloud.

This tutorial’s purpose is to show you how.

What is Snapchat Marketing

Snapchat is a messaging app that enables people to send text, photo, and video messages one-on-one or via group messaging. Some posts disappear quickly, while other features allow 24-hour replay or the ability to save. It offers a unique spin on marketing strategies, as it is not the traditional business marketing platform. For businesses that want to present their brand with personality, think outside-the-box, and have a little less ad competition for their post, Snapchat Marketing is the perfect solution.

What is TiDB

TiDB is a distributed SQL database that is designed to handle large-scale online transaction processing (OLTP) and online analytical processing (OLAP) workloads. It is an open-source, cloud-native database that is built to be highly available, scalable, and fault-tolerant. TiDB uses a distributed architecture that allows it to scale horizontally across multiple nodes, while also providing strong consistency guarantees. It supports SQL and offers compatibility with MySQL, which makes it easy for developers to migrate their existing applications to TiDB. TiDB is used by companies such as Didi Chuxing, Mobike, and Meituan-Dianping to power their mission-critical applications.

Integrate Snapchat Marketing with TiDB in minutes

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Prerequisites

A Snapchat Marketing account to transfer your customer data automatically from.
A TiDB account.
An active Airbyte Cloud account, or you can also choose to use Airbyte Open Source locally. You can follow the instructions to set up Airbyte on your system using docker-compose.

Airbyte is an open-source data integration platform that consolidates and streamlines the process of extracting and loading data from multiple data sources to data warehouses. It offers pre-built connectors, including Snapchat Marketing and TiDB, for seamless data migration.

When using Airbyte to move data from Snapchat Marketing to TiDB, it extracts data from Snapchat Marketing using the source connector, converts it into a format TiDB can ingest using the provided schema, and then loads it into TiDB via the destination connector. This allows businesses to leverage their Snapchat Marketing data for advanced analytics and insights within TiDB, simplifying the ETL process and saving significant time and resources.

Step 1: Set up Snapchat Marketing as a source connector

1. Open the Airbyte platform and navigate to the "Sources" tab on the left-hand side of the screen.
2. Click on the "Add Source" button and select "Snapchat Marketing" from the list of available connectors.
3. Enter a name for the connector and click on the "Create" button.
4. In the "Configure Source" page, enter your Snapchat Marketing credentials, including your username and password.
5. Click on the "Test Connection" button to ensure that the credentials are correct and the connection is successful.
6. Once the connection is successful, select the data you want to replicate from Snapchat Marketing and click on the "Save & Continue" button.
7. In the "Configure Destination" page, select the destination where you want to replicate the data from Snapchat Marketing.
8. Click on the "Create Connection" button to complete the process.

Note: It is important to ensure that your Snapchat Marketing account has the necessary permissions to access the data you want to replicate. Additionally, it is recommended to review the documentation provided by Airbyte for more detailed instructions on how to configure the Snapchat Marketing connector.

Step 2: Set up TiDB as a destination connector

1. First, navigate to the Airbyte website and log in to your account.
2. Once you are logged in, click on the "Destinations" tab on the left-hand side of the screen.
3. Scroll down until you find the TiDB destination connector and click on it.
4. You will be prompted to enter your TiDB database credentials, including the host, port, username, and password.
5. Once you have entered your credentials, click on the "Test" button to ensure that the connection is successful.
6. If the test is successful, click on the "Save" button to save your TiDB destination connector settings.
7. You can now use the TiDB destination connector to transfer data from your source connectors to your TiDB database.
8. To set up a data integration pipeline, navigate to the "Connections" tab on the left-hand side of the screen and create a new connection.
9. Select your TiDB destination connector as the destination and choose your source connector as the source.
10. Configure the settings for your data integration pipeline, including the frequency of data transfers and any data transformations that you want to apply.
11. Once you have configured your data integration pipeline, click on the "Save" button to save your settings.
12. Your data integration pipeline will now run automatically, transferring data from your source connectors to your TiDB database on a regular basis.

Step 3: Set up a connection to sync your Snapchat Marketing data to TiDB

Once you've successfully connected Snapchat Marketing as a data source and TiDB as a destination in Airbyte, you can set up a data pipeline between them with the following steps:

Create a new connection: On the Airbyte dashboard, navigate to the 'Connections' tab and click the '+ New Connection' button.
Choose your source: Select Snapchat Marketing from the dropdown list of your configured sources.
Select your destination: Choose TiDB from the dropdown list of your configured destinations.
Configure your sync: Define the frequency of your data syncs based on your business needs. Airbyte allows both manual and automatic scheduling for your data refreshes.
Select the data to sync: Choose the specific Snapchat Marketing objects you want to import data from towards TiDB. You can sync all data or select specific tables and fields.
Select the sync mode for your streams: Choose between full refreshes or incremental syncs (with deduplication if you want), and this for all streams or at the stream level. Incremental is only available for streams that have a primary cursor.
Test your connection: Click the 'Test Connection' button to make sure that your setup works. If the connection test is successful, save your configuration.
Start the sync: If the test passes, click 'Set Up Connection'. Airbyte will start moving data from Snapchat Marketing to TiDB according to your settings.

Remember, Airbyte keeps your data in sync at the frequency you determine, ensuring your TiDB data warehouse is always up-to-date with your Snapchat Marketing data.

Use Cases to transfer your Snapchat Marketing data to TiDB

Integrating data from Snapchat Marketing to TiDB provides several benefits. Here are a few use cases:

Advanced Analytics: TiDB’s powerful data processing capabilities enable you to perform complex queries and data analysis on your Snapchat Marketing data, extracting insights that wouldn't be possible within Snapchat Marketing alone.
Data Consolidation: If you're using multiple other sources along with Snapchat Marketing, syncing to TiDB allows you to centralize your data for a holistic view of your operations, and to set up a change data capture process so you never have any discrepancies in your data again.
Historical Data Analysis: Snapchat Marketing has limits on historical data. Syncing data to TiDB allows for long-term data retention and analysis of historical trends over time.
Data Security and Compliance: TiDB provides robust data security features. Syncing Snapchat Marketing data to TiDB ensures your data is secured and allows for advanced data governance and compliance management.
Scalability: TiDB can handle large volumes of data without affecting performance, providing an ideal solution for growing businesses with expanding Snapchat Marketing data.
Data Science and Machine Learning: By having Snapchat Marketing data in TiDB, you can apply machine learning models to your data for predictive analytics, customer segmentation, and more.
Reporting and Visualization: While Snapchat Marketing provides reporting tools, data visualization tools like Tableau, PowerBI, Looker (Google Data Studio) can connect to TiDB, providing more advanced business intelligence options. If you have a Snapchat Marketing table that needs to be converted to a TiDB table, Airbyte can do that automatically.

Wrapping Up

To summarize, this tutorial has shown you how to:

Configure a Snapchat Marketing account as an Airbyte data source connector.
Configure TiDB as a data destination connector.
Create an Airbyte data pipeline that will automatically be moving data directly from Snapchat Marketing to TiDB after you set a schedule

With Airbyte, creating data pipelines take minutes, and the data integration possibilities are endless. Airbyte supports the largest catalog of API tools, databases, and files, among other sources. Airbyte's connectors are open-source, so you can add any custom objects to the connector, or even build a new connector from scratch without any local dev environment or any data engineer within 10 minutes with the no-code connector builder.

We look forward to seeing you make use of it! We invite you to join the conversation on our community Slack Channel, or sign up for our newsletter. You should also check out other Airbyte tutorials, and Airbyte’s content hub!

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How to Sync Snapchat Marketing to TiDB Manually

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Step 8:

FAQs

What is ETL?

ETL, an acronym for Extract, Transform, Load, is a vital data integration process. It involves extracting data from diverse sources, transforming it into a usable format, and loading it into a database, data warehouse or data lake. This process enables meaningful data analysis, enhancing business intelligence.

What is Snapchat Marketing?

What data can you extract from Snapchat Marketing?

Snapchat Marketing's API provides access to various types of data that can be used for marketing purposes. The categories of data that can be accessed through the API are as follows:

1. Ad performance data: This includes data related to the performance of ads such as impressions, clicks, and conversions.
2. Audience data: This includes data related to the audience such as demographics, interests, and behaviors.
3. Campaign data: This includes data related to the campaigns such as budget, schedule, and targeting.
4. Creative data: This includes data related to the creative such as ad format, ad type, and ad size.
5. Location data: This includes data related to the location such as geofilters, geotags, and location-based targeting.
6. Engagement data: This includes data related to the engagement such as views, shares, and comments.
7. Conversion data: This includes data related to the conversion such as app installs, website visits, and purchases.

Overall, the Snapchat Marketing API provides a comprehensive set of data that can be used to optimize marketing campaigns and improve ROI.

How do I transfer data from Snapchat Marketing?

This can be done by building a data pipeline manually, usually a Python script (you can leverage a tool as Apache Airflow for this). This process can take more than a full week of development. Or it can be done in minutes on Airbyte in three easy steps:
1. Set up Snapchat Marketing to TiDB as a source connector (using Auth, or usually an API key)
2. Choose a destination (more than 50 available destination databases, data warehouses or lakes) to sync data too and set it up as a destination connector
3. Define which data you want to transfer from Snapchat Marketing to TiDB and how frequently
You can choose to self-host the pipeline using Airbyte Open Source or have it managed for you with Airbyte Cloud.

What is ELT?

ELT, standing for Extract, Load, Transform, is a modern take on the traditional ETL data integration process. In ELT, data is first extracted from various sources, loaded directly into a data warehouse, and then transformed. This approach enhances data processing speed, analytical flexibility and autonomy.

Difference between ETL and ELT?

ETL and ELT are critical data integration strategies with key differences. ETL (Extract, Transform, Load) transforms data before loading, ideal for structured data. In contrast, ELT (Extract, Load, Transform) loads data before transformation, perfect for processing large, diverse data sets in modern data warehouses. ELT is becoming the new standard as it offers a lot more flexibility and autonomy to data analysts.

Back to all tutorials

Databases

Marketing Analytics

How to load data from Snapchat Marketing to TiDB

Learn how to use Airbyte to synchronize your Snapchat Marketing data into TiDB within minutes.

Try Airbyte Cloud free

Deploy Airbyte Open Source

TL;DR

What is Snapchat Marketing

What is TiDB

Prerequisites

Step 1: Setup Snapchat Marketing

Step 2: Setup TiDB

Step 3: Setup a connection Use Cases Wrapping Up

Example H2

Example H3

Sync data between Snapchat Marketing and TiDB

Get your data syncing in minutes

Try Airbyte free

TL;DR

set up Snapchat Marketing as a source connector (using Auth, or usually an API key)
set up TiDB as a destination connector
define which data you want to transfer and how frequently

You can choose to self-host the pipeline using Airbyte Open Source or have it managed for you with Airbyte Cloud.

This tutorial’s purpose is to show you how.

What is Snapchat Marketing

What is TiDB

Integrate Snapchat Marketing with TiDB in minutes

Try for free now

Prerequisites

A Snapchat Marketing account to transfer your customer data automatically from.
A TiDB account.
An active Airbyte Cloud account, or you can also choose to use Airbyte Open Source locally. You can follow the instructions to set up Airbyte on your system using docker-compose.

Step 1: Set up Snapchat Marketing as a source connector

Step 2: Set up TiDB as a destination connector

Step 3: Set up a connection to sync your Snapchat Marketing data to TiDB

Once you've successfully connected Snapchat Marketing as a data source and TiDB as a destination in Airbyte, you can set up a data pipeline between them with the following steps:

Create a new connection: On the Airbyte dashboard, navigate to the 'Connections' tab and click the '+ New Connection' button.
Choose your source: Select Snapchat Marketing from the dropdown list of your configured sources.
Select your destination: Choose TiDB from the dropdown list of your configured destinations.
Configure your sync: Define the frequency of your data syncs based on your business needs. Airbyte allows both manual and automatic scheduling for your data refreshes.
Select the data to sync: Choose the specific Snapchat Marketing objects you want to import data from towards TiDB. You can sync all data or select specific tables and fields.
Select the sync mode for your streams: Choose between full refreshes or incremental syncs (with deduplication if you want), and this for all streams or at the stream level. Incremental is only available for streams that have a primary cursor.
Test your connection: Click the 'Test Connection' button to make sure that your setup works. If the connection test is successful, save your configuration.
Start the sync: If the test passes, click 'Set Up Connection'. Airbyte will start moving data from Snapchat Marketing to TiDB according to your settings.

Remember, Airbyte keeps your data in sync at the frequency you determine, ensuring your TiDB data warehouse is always up-to-date with your Snapchat Marketing data.

Use Cases to transfer your Snapchat Marketing data to TiDB

Integrating data from Snapchat Marketing to TiDB provides several benefits. Here are a few use cases:

Advanced Analytics: TiDB’s powerful data processing capabilities enable you to perform complex queries and data analysis on your Snapchat Marketing data, extracting insights that wouldn't be possible within Snapchat Marketing alone.
Data Consolidation: If you're using multiple other sources along with Snapchat Marketing, syncing to TiDB allows you to centralize your data for a holistic view of your operations, and to set up a change data capture process so you never have any discrepancies in your data again.
Historical Data Analysis: Snapchat Marketing has limits on historical data. Syncing data to TiDB allows for long-term data retention and analysis of historical trends over time.
Data Security and Compliance: TiDB provides robust data security features. Syncing Snapchat Marketing data to TiDB ensures your data is secured and allows for advanced data governance and compliance management.
Scalability: TiDB can handle large volumes of data without affecting performance, providing an ideal solution for growing businesses with expanding Snapchat Marketing data.
Data Science and Machine Learning: By having Snapchat Marketing data in TiDB, you can apply machine learning models to your data for predictive analytics, customer segmentation, and more.
Reporting and Visualization: While Snapchat Marketing provides reporting tools, data visualization tools like Tableau, PowerBI, Looker (Google Data Studio) can connect to TiDB, providing more advanced business intelligence options. If you have a Snapchat Marketing table that needs to be converted to a TiDB table, Airbyte can do that automatically.