What Data for This Category Looks Like
Security scenario yield-related data comes from security operation management platforms, third-party threat intelligence interfaces, and enterprise asset ledger systems. Two update cycles are used: full batch daily report data is fully updated at midnight daily. Real-time alert data is synced hourly. Two document formats are supported: comma-separated structured text for batch reports, and JSON format for single asset details. Fields include asset unique identifier, asset affiliated business line, security protection level, current period protection investment, current period risk avoidance revenue, statistical start date, and data source verification code. Protection investment and risk avoidance revenue use RMB yuan as the unit. Statistical start date uses the YYYY-MM-DD format.
Constraints Imposed by These Data Characteristics on Model Access and Configuration
Configure multi-source adaptation modules to support access to multiple data sources. This enables pulling security data in different formats. Configure separate scheduled pulling and real-time stream synchronization modes for data with different update cycles. This prevents resource waste or data lag. Configure shard parsing parameters for large-volume batch reports. This stops single processing from exceeding system capacity limits. Enable data verification using the data source verification code field. This filters invalid or expired dirty data and ensures compliant input for the model. Configure an appropriate model context window based on the context length of single asset details. This prevents truncation of critical information and maintains broadcast accuracy.
Configuration Settings
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
datasource_sync_interval | 3600 seconds | Matches the hourly update cycle of real-time threat data, balances resource usage and data freshness |
batch_parse_max_size | 500 MB | Adapts to the single-processing limit of batch security reports, prevents memory overflow |
max_context_window | 8000–12000 characters | Matches the average length of single asset detail documents, ensures complete context input |
rerank_top_k | Top 3 entries | Prioritizes high-priority security risk-related data, meets the information filtering needs of broadcast scenarios |
parse_timeout | 600 seconds | Covers the parsing processing duration of large batch reports, prevents task interruption mid-execution |
data_validate_switch | Enabled | Verifies data source verification codes, filters invalid or expired dirty data |
The parameter values provided on this page are common recommended starting points for configuration. Actual values are affected by material form, data volume and business rules. Specific issues require specific analysis. It is recommended to test on your own samples before finalizing.
Three Common Configuration Mistakes
- Phenomenon: Empty fields or expired asset data appear in model yield rate broadcast output. Cause: The data verification switch is not enabled, and dirty data that fails the data source verification code verification is not filtered.
- Phenomenon: Knowledge base search returns security asset results with low relevance, and the number of results does not match expectations. Cause: The number of recalled entries is configured incorrectly, and the re-ranking model is not enabled to prioritize security risk data.
- Phenomenon: Batch security report parsing tasks fail, and a timeout error is displayed on the interface. Cause: The parsing timeout period is not adjusted, and the default configuration cannot cover the processing duration of large batch reports.
How to Confirm Configuration Is Complete
- Manually trigger a batch report parsing task, and verify that parsed fields match data source fields.
- View data synchronization logs to confirm that pull frequency matches the configured synchronization interval.
- Submit test data with an invalid verification code to confirm that the data verification function properly intercepts invalid data.
- Push simulated real-time security data to confirm that the model call link processing rhythm meets the configured delay requirements.
Question material comes from public community discussions. Configuration values are common starting points and should be measured against your own samples. Verified on 2026-09-14.