batch Microsoft Dynamics GP to Parquet in minutes

Microsoft Dynamics GP

Microsoft Dynamics GP is a mid-market enterprise resource planning app from Microsoft. The product is part of the Microsoft Dynamics family and helps with accounting for SMB companies.


Apache Parquet is an open-source, column-oriented data storage format of the Hadoop ecosystem designed to provide fast querying on large datasets. Parquet is routinely used for creating very highly scaled data lakes that can still be queried. Parquet is similar to other column-storage file formats that are available in Hadoop.

Estuary integrates with an ecosystem of free, open-source connectors to extract data from Microsoft Dynamics GP with low latency, allowing you to replicate that data to various systems for both analytic and operational purposes. Microsoft Dynamics GP data can be organized into a data lake or loaded into warehouses, databases, or streaming systems. Microsoft Dynamics GP runs on a MySQL database and you can use the MySQL connector to connect to any Microsoft Dynamics family source.

Data can then be directed to Parquet using materializations that are also open-source. Connectors have the ability to push data as quicikly as a destination will handle. Parquet likes files that are around 1 GB each. So, if you have high data volumes, Flow can keep your data lake up-to-date in near real-time.

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Estuary helps move data from

Microsoft Dynamics GP to Parquet in minutes with millisecond latency.

Estuary helps move data fromMicrosoft Dynamics GP to Parquet in minutes with millisecond latency.

About Estuary

Estuary enables the first fully managed ELT service that combines both millisecond-latency and point-and-click simplicity. Flow empowers customers to analyze and act on both historical and real-time data across their analytics and operational systems for a truly unified and up-to-date view.

Flow is developed in the open and utilizes open source connectors that are compatible with a community standard. By making connectors interchangeable with other systems, the Estuary team hopes to expand the ecosystem for everyone’s benefit, empowering organizations of all sizes to build frictionless data pipelines, regardless of their existing data stack.