What the Data for This Category Looks Like
Data sources for other comprehensive financing daily reports include public market operation announcements, interbank lending market transaction records, local government bond issuance filing documents, small and medium-sized enterprise (SME) financing filing systems, and other public channels. The report is generated daily after market close on trading days, with no updates on non-trading days. The core document format is structured tables, paired with a brief note on daily market abnormal fluctuations. Fields include financing entity category, financing scale (unit: 100 million yuan), financing term (unit: days / months), weighted average interest rate (unit: %), transaction date, filing number, and some entries include special financing clause remarks.
Constraints for Workflow Orchestration
Multiple data sources require the workflow to use multi-node data pulling. This adapts to different interface formats and authentication rules, and avoids process failure from single data source interruptions. Fixed trading day update schedules require the workflow to bind timed triggers for trading days. The workflow automatically skips execution on non-trading days to reduce invalid runs. Differences in field units and types require the data cleaning node to include preset unit conversion and format verification logic. This ensures consistent values for core fields such as financing scale and interest rate. The prevalence of structured documents requires the workflow to include a table parsing node. This converts original reports into structured data that subsequent nodes can process, while retaining special remark fields for later analysis.
How to Set Configurations
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
Timed Trigger Cycle | Trading days 17:30-18:00 daily | Matches the consolidation window after most public market data is released, avoiding triggering the process before data is updated |
Multi-data Source Parallel Pulling | Enabled, maximum parallel count 3 | Balances data pulling efficiency and third-party interface call limits, avoiding triggering rate limiting rules |
Structured Table Parsing Threshold | Header row index 0, data start row index 1 | Adapts to the layout format of most financing daily reports, ensuring headers and data rows are correctly identified |
Field Format Verification Switch | Enabled, unit verification enabled | Ensures values of core fields such as financing scale and interest rate match preset units, filtering dirty data |
Abnormal Data Filtering Rule | Filter entries with financing scale < 0 | Eliminates invalid input data with negative financing scale, ensuring accuracy of subsequent analysis |
Node Timeout Period | 600 seconds | Covers the total time upper limit of multi-data source pulling and table parsing, avoiding unexpected process interruption |
The parameter values provided on this page are conventional recommendations used as a starting point for configuration. Actual values are affected by material form, data volume, and business rules. Specific issues require specific analysis, and it is recommended to test on your own samples before finalizing settings.
Three Common Misconfigurations
- Symptom: An
SQL syntax erroroccurs when calling a database node in the workflow, but manually entering the same SQL statement executes successfully. Cause: Variables passed to the SQL did not properly escape special characters, such as unescaped single quotes, which breaks the structure of the SQL statement. - Symptom: The knowledge base selection node configured in the workflow does not dynamically load the available knowledge base list during conversations, making real-time selection impossible. Cause: Conversation context linkage configuration is not enabled, so the knowledge base selection node only reads a preset fixed knowledge base list and cannot update the selectable range as the conversation progresses.
- Symptom: Calling an external tool node in the workflow returns a
connection refusederror, and the deployed model or database service cannot be accessed. Cause: Correct internal network access addresses or port mapping rules are not configured, so the workflow node cannot access external services.
How to Confirm Proper Configuration
- Manually trigger the workflow, pull the daily test data source, and check whether the fields after structured parsing match the original report. Adjust the parsing configuration until all fields fully match.
- Inject test data containing abnormal values, and verify that the field format verification and abnormal filtering nodes correctly identify and process invalid entries. Confirm that the verification rules take effect.
- Simulate triggering the workflow on a non-trading day, and confirm that the workflow automatically skips execution or prompts the non-trading day status. Verify the adaptability of the timed trigger rule.
- View the workflow running logs, and confirm that all multi-data source pulling nodes successfully obtained data with no timeout or rate limiting errors. Verify the rationality of the parallel pulling configuration.
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.