What Data for This Category Includes
The data processed by this category comes from original business datasets, ETL process run logs, output results from third-party annotation platforms, and daily sampling quality inspection results. Data updates follow daily batch schedules or are triggered by individual batch tasks. Supporting daily documents include cleaning rule configuration files, quality inspection sampling record sheets, abnormal data lists, and final delivered quality reports. Data fields cover original data identifiers, values before and after cleaning, quality inspection judgment results, and abnormal type tags. There is no unified fixed unit; adjustments are made flexibly based on the format of the original business data.
Constraints for HTTP Interfaces and External Systems
Multi-source data input requires interfaces to support multiple request body formats, to adapt to different types of input such as original datasets, log files, and annotation results. Differences in update rhythms require interfaces to support on-demand triggering or scheduled pull modes, to avoid mismatches between fixed cycles and business task schedules. The structured nature of supporting documents requires interface return results to match the field formats of documents such as cleaning rules and sampling sheets, to prevent data unavailability or indicator distortion caused by format mismatches. The real-time requirement of the abnormal data list requires interfaces to support real-time reporting and synchronization of abnormal data. This ensures the online troubleshooting link can quickly obtain the latest abnormal information and reduce the risk of customer rejection.
Configuration Settings
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
Authorization | Valid token with Bearer prefix, valid for 7 days | Complies with general interface authentication standards and adapts to the permission control requirements of tasks in this category |
variables | Configure original data path and sampling ratio parameters, values are determined through actual testing | Adapts to the dynamic adjustment requirements of multi-source data in this category |
responseData | Return abnormal data ID, comparison values before and after cleaning, and quality inspection results. No more than 1000 entries returned per batch | Matches the output format of the abnormal data list, prevents excessive single-batch data volume from causing timeouts |
| Request timeout | 600 seconds | Adapts to the conventional processing duration of single-batch data cleaning and quality inspection, avoids timeouts triggered by data volume fluctuations |
| Request retry count | 3 times | Addresses scenarios such as network fluctuations or temporary unavailability of external systems, reduces task failure rates |
Three Common Misconfigurations
- The symptom is a 401 Unauthorized status code returned by the interface. The cause is incorrect configuration of the
Authorizationparameter, with no valid authentication token included. - The symptom is that return result fields do not match the format of daily documents. The cause is failure to configure the return structure of
responseDataaccording to the field requirements of cleaning rules and sampling sheets. - The symptom is task execution termination due to timeout. The cause is failure to set a reasonable timeout threshold that adapts to the actual processing duration of single-batch data.
How to Verify Proper Configuration
This verification process is based on the configuration logic of FastGPT v4.17.0.
- Call the test interface to verify whether the authentication parameter configuration meets interface requirements, and confirm that the
Authorizationparameter takes effect. - Pass a small volume of test data, and check whether the returned
responseDatafields match the format requirements of daily documents. - Simulate a single request with a large data volume, check whether the interface response duration meets expectations, and confirm that the timeout threshold is set reasonably.
- Simulate a temporary network interruption scenario, check whether the interface triggers retries according to configuration, and confirm that the retry logic takes effect.
The values provided here are common starting points and should be evaluated against the reader's own samples.
Question material comes from public community discussions. Configuration values are common starting points and should be measured against your own samples. Verified on 2026-10-19.