The Bulk API is a type of API designed to handle large amounts of data efficiently by processing it asynchronously and in parallel batches. It is commonly used for importing many resources in a single transaction or performing background imports of large datasets. Bulk API supports various data formats, such as CSV, XML, and JSON, and allows users to perform query, insert, update, upsert, and delete operations. It offers improved performance, scalability, flexibility, simplified error handling, and integration with other features for processing large amounts of data.
Bulk API works by dividing large volumes of data into smaller batches, allowing for parallel processing and significantly speeding up data processing time. As an asynchronous method, Bulk API queues data batch processing as a job, eliminating the need for constant monitoring or waiting for each batch's completion. This efficient approach is commonly used in data integration, migration, and synchronization between systems.
application/json-seq
content type for efficient parsing and processing.Common use cases for Bulk API include data transfer and processing in large volumes, asynchronous operations such as delete operations, and handling data loads for low- and moderate-volume data. Industries that benefit from this technology include pharmaceutical, manufacturing, and petroleum industries. Bulk API is particularly useful for organizations that need to handle large volumes of data and perform complex data operations.
Future trends in Bulk API technology include adaptive sync vs async processing design, stream processing, improved error handling, and enhanced performance. Innovative ways the technology is being used involve record-separated JSON documents and adaptive response codes, allowing for more efficient parsing and processing of large datasets.
To optimize Bulk API performance, consider the following tips:
application/json-seq
content type to parse and process each record independently, which helps in conserving memory and CPU resources.
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