---
title: "Use Cursor Pagination: Integrate Data between Systems"
date: 2025-12-18T01:07:17Z
modified: 2026-06-17T11:26:14Z
permalink: "https://ezintegrations.ai/product/use-cursor-pagination-to-sync-orders/"
type: product
status: publish
excerpt: "[stable_attributes slugs=\"pa_workflow-name|pa_category|pa_purpose|pa_outcome|pa_benefit|pa_who-uses-it|pa_industry|pa_system-type|pa_on-premise-supported|pa_ipsec-guide-link|pa_supported-protocols\"]"
wpid: 2755
wl_entity_type:
  - Thing
product_type:
  - simple
product_cat:
  - Workflow Automation
pa_accuracy:
  - Near real-time; high consistency ingestion
pa_ack-handling:
  - Success/failure batch logs stored in monitoring layer
pa_ai-ml-step:
  - Optional anomaly detection or data pattern analytics
pa_api-endpoint-url:
  - "https://api.example.com/data"
pa_auth-type:
  - OAuth 2.0
pa_batch-size:
  - 500 - 5000 records per batch
pa_benefit:
  - Ensures incremental; consistent data ingestion with minimal API calls and secure OAuth authentication.
pa_blog:
  - "https://ezintegrations.ai/fragmented-data/"
pa_business-impact:
  - Reduces API load; prevents duplicate entries; and keeps Datalake data tables up-to-date.
pa_cloud-support:
  - AWS; Azure; GCP Datalakes
pa_cost-reduction:
  - Reduces analyst and developer time for API pulls
pa_cost-savings:
  - Reduces manual labor and API monitoring efforts by 50-60%
pa_customer-name:
  - Internal Analytics / Data Engineering Team
pa_duration:
  - "5:31"
pa_error-handling:
  - Retry logic; rate-limit handling; error logging; alert notifications
pa_function:
  - Data Extraction; Sync; ETL Automation
pa_http-method:
  - GET
pa_industry:
  - E-commerce / Enterprise Data Operations
pa_key-features:
  - OAuth 2.0 authentication; cursor pagination; incremental sync; data mapping; batch logging.
pa_kpi-improved:
  - Data freshness; reduced duplicates; reporting accuracy
pa_latency:
  - <30 seconds per batch
pa_logging-monitoring:
  - Execution logs; API response logs; retry and alert logs
pa_on-premise-supported:
  - Yes (via secure gateway)
pa_orchestration-trigger:
  - Hourly or near real-time
pa_outcome:
  - Secure, consistent, and incremental data in Datalake
pa_pagination:
  - Cursor-based pagination for large datasets
pa_parallelism:
  - Multi-threaded API calls for parallel sync
pa_primary-users:
  - Data Engineers; BI; Analytics Teams
pa_problem:
  - Large order datasets caused inconsistent API ingestion and delays
pa_problem-before:
  - Manual extraction and batch uploads caused delays; missed records; and API throttling issues.
pa_productivity:
  - 5× faster updates to analytics tables
pa_productivity-gain:
  - Eliminates repeated manual API calls and CSV handling.
pa_purpose:
  - Automatically sync data from source APIs to the Datalake using cursor-based pagination.
pa_rate-limit:
  - ~60 requests/min depending on source tier
pa_roi:
  - Incremental order data available 2–3× faster with reduced API calls
pa_scalability-tier:
  - Enterprise-grade; supports high-volume order sync
pa_scheduling:
  - Hourly or real-time
pa_schema-objects:
  - Data; Data Lines; Customer IDs; Timestamps
pa_security-compliance:
  - OAuth 2.0 tokens encrypted; secure transport
pa_solution:
  - Automated OAuth 2.0 pipeline with cursor pagination to sync orders to Datalake
pa_solution-overview:
  - Automated OAuth 2.0 API connection; cursor-based pagination; data transformation; and Datalake sync.
pa_source-name:
  - Data Management API
pa_source-object:
  - dataset from source API
pa_source-type:
  - REST API with OAuth 2.0
pa_supported-protocols:
  - HTTPS; REST API
pa_system-type:
  - Data Integration Workflow
pa_target-method:
  - API push / cloud storage write
pa_target-name:
  - Order_Datalake_Zone
pa_target-object:
  - Datalake tables for analytics and reporting
pa_target-type:
  - Cloud Datalake
pa_throughput:
  - Up to 20K records/hour
pa_time-savings:
  - Manual sync reduced from hours/day to minutes
pa_transformation-ops:
  - Data type conversion; mapping; deduplication; timestamp normalization
pa_use-case-type:
  - Data Synchronization
pa_video-title:
  - Integrate NetSuite data to any Datalake
pa_who-uses-it:
  - Data Engineers; Analytics Teams; BI Teams
pa_workflow-name:
  - Data Sync to Datalake Using Cursor Pagination (OAuth 2.0)
featured_image: "https://ezintegrations.ai/wp-content/uploads/2025/12/Use-Cursor-Pagination-Integrate-Data-between-Systems.avif"
featured_image_alt: "Use Cursor Pagination: Integrate Data between Systems"
author: Automation Hub
---

## **Description**

## 
Real-Time Data Sync – API Data to Datalake Using Cursor Pagination (OAuth 2.0)


Real-Time Data Sync enables incremental ingestion of data from source APIs to the Datalake using cursor-based pagination with OAuth 2.0 authentication. This workflow ensures accurate, secure, and timely data transfer for analytics and operational use cases.

## 
Efficient and Secure Data Ingestion


By leveraging cursor-based pagination, the workflow minimizes API calls while maintaining consistent and complete records. Teams gain near real-time access to reliable data for reporting, business intelligence, and operational decision-making with minimal manual effort.

## Topics

**Entity Types:** [Thing](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/wl_entity_type/thing.md)

**Product type:** [simple](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/product_type/simple.md)

**Product categories:** [Workflow Automation](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/product_cat/workflow-automation.md)

**Product Accuracy:** [Near real-time; high consistency ingestion](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/pa_accuracy/near-real-time-high-consistency-ingestion.md)

**Product Ack Handling:** [Success/failure batch logs stored in monitoring layer](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/pa_ack-handling/success-failure-batch-logs-stored-in-monitoring-layer.md)

**Product AI/ML Step:** [Optional anomaly detection or data pattern analytics](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/pa_ai-ml-step/optional-anomaly-detection-or-data-pattern-analytics.md)

**Product API Endpoint URL:** [https://api.example.com/data](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/pa_api-endpoint-url/https-api-example-com-data.md)

**Product Auth Type:** [OAuth 2.0](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/pa_auth-type/oauth-2-0.md)

**Product Batch Size:** [500 - 5000 records per batch](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/pa_batch-size/500-5000-records-per-batch-2.md)

**Product Benefit:** [Ensures incremental; consistent data ingestion with minimal API calls and secure OAuth authentication.](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/pa_benefit/ensures-incremental-consistent-data-ingestion-with-minimal-api-calls-and-secure-oauth-authentication.md)

**Product Blog:** [https://ezintegrations.ai/fragmented-data/](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/pa_blog/https-ezintegrations-ai-fragmented-data.md)

**Product Business Impact:** [Reduces API load; prevents duplicate entries; and keeps Datalake data tables up-to-date.](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/pa_business-impact/reduces-api-load-prevents-duplicate-entries-and-keeps-datalake-data-tables-up-to-date.md)

**Product Cloud Support:** [AWS; Azure; GCP Datalakes](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/pa_cloud-support/aws-azure-gcp-datalakes.md)

**Product Cost Reduction:** [Reduces analyst and developer time for API pulls](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/pa_cost-reduction/reduces-analyst-and-developer-time-for-api-pulls.md)

**Product Cost Savings:** [Reduces manual labor and API monitoring efforts by 50-60%](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/pa_cost-savings/reduces-manual-labor-and-api-monitoring-efforts-by-50-60.md)

**Product Customer Name:** [Internal Analytics / Data Engineering Team](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/pa_customer-name/internal-analytics-data-engineering-team.md)

**Product Duration:** [5:31](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/pa_duration/531.md)

**Product Error Handling:** [Retry logic; rate-limit handling; error logging; alert notifications](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/pa_error-handling/retry-logic-rate-limit-handling-error-logging-alert-notifications.md)

**Product Function:** [Data Extraction; Sync; ETL Automation](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/pa_function/data-extraction-sync-etl-automation.md)

**Product HTTP Method:** [GET](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/pa_http-method/get.md)

**Product Industry:** [E-commerce / Enterprise Data Operations](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/pa_industry/e-commerce-enterprise-data-operations-2.md)

**Product Key Features:** [OAuth 2.0 authentication; cursor pagination; incremental sync; data mapping; batch logging.](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/pa_key-features/oauth-2-0-authentication-cursor-pagination-incremental-sync-data-mapping-batch-logging.md)

**Product KPI Improved:** [Data freshness; reduced duplicates; reporting accuracy](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/pa_kpi-improved/data-freshness-reduced-duplicates-reporting-accuracy.md)

**Product Latency:** [<30 seconds per batch](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/pa_latency/30-seconds-per-batch.md)

**Product Logging/Monitoring:** [Execution logs; API response logs; retry and alert logs](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/pa_logging-monitoring/execution-logs-api-response-logs-retry-and-alert-logs.md)

**Product On-Premise Supported:** [Yes (via secure gateway)](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/pa_on-premise-supported/yes-via-secure-gateway.md)

**Product Orchestration Trigger:** [Hourly or near real-time](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/pa_orchestration-trigger/hourly-or-near-real-time.md)

**Product Outcome:** [Secure, consistent, and incremental data in Datalake](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/pa_outcome/secure-consistent-and-incremental-data-in-datalake.md)

**Product Pagination:** [Cursor-based pagination for large datasets](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/pa_pagination/cursor-based-pagination-for-large-datasets.md)

**Product Parallelism:** [Multi-threaded API calls for parallel sync](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/pa_parallelism/multi-threaded-api-calls-for-parallel-sync.md)

**Product Primary Users:** [Data Engineers; BI; Analytics Teams](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/pa_primary-users/data-engineers-bi-analytics-teams.md)

**Product Problem:** [Large order datasets caused inconsistent API ingestion and delays](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/pa_problem/large-order-datasets-caused-inconsistent-api-ingestion-and-delays.md)

**Product Problem Before:** [Manual extraction and batch uploads caused delays; missed records; and API throttling issues.](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/pa_problem-before/manual-extraction-and-batch-uploads-caused-delays-missed-records-and-api-throttling-issues.md)

**Product Productivity:** [5× faster updates to analytics tables](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/pa_productivity/5x-faster-updates-to-analytics-tables.md)

**Product Productivity Gain:** [Eliminates repeated manual API calls and CSV handling.](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/pa_productivity-gain/eliminates-repeated-manual-api-calls-and-csv-handling.md)

**Product Purpose:** [Automatically sync data from source APIs to the Datalake using cursor-based pagination.](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/pa_purpose/automatically-sync-data-from-source-apis-to-the-datalake-using-cursor-based-pagination.md)

**Product Rate Limit:** [~60 requests/min depending on source tier](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/pa_rate-limit/60-requests-min-depending-on-source-tier.md)

**Product ROI:** [Incremental order data available 2–3× faster with reduced API calls](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/pa_roi/incremental-order-data-available-2-3x-faster-with-reduced-api-calls.md)

**Product Scalability Tier:** [Enterprise-grade; supports high-volume order sync](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/pa_scalability-tier/enterprise-grade-supports-high-volume-order-sync.md)

**Product Scheduling:** [Hourly or real-time](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/pa_scheduling/hourly-or-real-time.md)

**Product Schema/Objects:** [Data; Data Lines; Customer IDs; Timestamps](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/pa_schema-objects/data-data-lines-customer-ids-timestamps.md)

**Product Security & Compliance:** [OAuth 2.0 tokens encrypted; secure transport](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/pa_security-compliance/oauth-2-0-tokens-encrypted-secure-transport.md)

**Product Solution:** [Automated OAuth 2.0 pipeline with cursor pagination to sync orders to Datalake](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/pa_solution/automated-oauth-2-0-pipeline-with-cursor-pagination-to-sync-orders-to-datalake.md)

**Product Solution Overview:** [Automated OAuth 2.0 API connection; cursor-based pagination; data transformation; and Datalake sync.](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/pa_solution-overview/automated-oauth-2-0-api-connection-cursor-based-pagination-data-transformation-and-datalake-sync.md)

**Product Source Name:** [Data Management API](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/pa_source-name/data-management-api.md)

**Product Source Object:** [dataset from source API](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/pa_source-object/dataset-from-source-api.md)

**Product Source Type:** [REST API with OAuth 2.0](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/pa_source-type/rest-api-with-oauth-2-0.md)

**Product Supported Protocols:** [HTTPS; REST API](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/pa_supported-protocols/https-rest-api.md)

**Product System Type:** [Data Integration Workflow](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/pa_system-type/data-integration-workflow.md)

**Product Target Method:** [API push / cloud storage write](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/pa_target-method/api-push-cloud-storage-write.md)

**Product Target Name:** [Order_Datalake_Zone](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/pa_target-name/order_datalake_zone.md)

**Product Target Object:** [Datalake tables for analytics and reporting](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/pa_target-object/datalake-tables-for-analytics-and-reporting.md)

**Product Target Type:** [Cloud Datalake](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/pa_target-type/cloud-datalake.md)

**Product Throughput:** [Up to 20K records/hour](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/pa_throughput/up-to-20k-records-hour.md)

**Product Time Savings:** [Manual sync reduced from hours/day to minutes](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/pa_time-savings/manual-sync-reduced-from-hours-day-to-minutes.md)

**Product Transformation Ops:** [Data type conversion; mapping; deduplication; timestamp normalization](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/pa_transformation-ops/data-type-conversion-mapping-deduplication-timestamp-normalization.md)

**Product Use Case Type:** [Data Synchronization](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/pa_use-case-type/data-synchronization.md)

**Product Video Title:** [Integrate NetSuite data to any Datalake](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/pa_video-title/integrate-netsuite-data-to-any-datalake.md)

**Product Who Uses It:** [Data Engineers; Analytics Teams; BI Teams](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/pa_who-uses-it/data-engineers-analytics-teams-bi-teams.md)

**Product Workflow Name:** [Data Sync to Datalake Using Cursor Pagination (OAuth 2.0)](https://ezintegrations.ai/wp-content/uploads/wp-mfa-exports/taxonomy/pa_workflow-name/data-sync-to-datalake-using-cursor-pagination-oauth-2-0.md)