What data for this category looks like
Data sources for aviation equipment financing daily reports include civil aviation operation filing systems, publicly disclosed documents of aviation leasing enterprises, and government procurement bidding platforms. Data updates daily in the early morning, adding new financing projects from the previous workday. Historical data is archived quarterly. Each daily report document includes structured tables and supplementary notes. Core fields include equipment model, leasing subject, financing amount (unit: ten thousand RMB), financing term (unit: month), loan date, and guarantor qualification level. Fields have no nested levels, and format is fixed.
What constraints these characteristics impose on workflow orchestration
Multi-source data format consistency requires the workflow to first run a multi-source alignment step. This unifies naming rules for equipment models, avoiding discrepancies between Chinese and English aliases of the same model, and differences between old and new model descriptions. Daily updated data sources require the workflow to be configured with a scheduled trigger task and a reasonable incremental fetch window. This prevents repeated pulling of already processed data. Fixed fields and units require the workflow to add a field validation node. This blocks invalid data that does not meet format and unit requirements. The quarterly archiving rule for historical data requires the workflow to filter out historical documents older than the current quarter. Only newly added daily report files for the current day are processed.
Configuration Settings
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
trigger_schedule | Daily 00:30 incremental task execution | Data sources update previous workday data in the early morning daily. Triggering 30 minutes early covers the same day's incremental updates |
PARSE_INCREMENTAL_MODE | Enabled | Only process newly added financing daily report documents for the current day, avoid repeated parsing of historically archived data |
FIELD_VALIDATION_RULES | Configure financing amount as ≥0 numeric type, financing term as ≥1 positive integer, enforce unit verification for ten thousand RMB and month | Core fields have fixed units and value ranges, can block invalid data |
MAX_RECALL_DOCS | Top 10 entries | Core information of aviation equipment financing projects is concentrated in the top 10 new projects. Excessive recall increases processing time |
WORKFLOW_TIMEOUT | 600 seconds | Parsing a single daily report includes multi-source alignment and field validation. 600 seconds covers standard processing duration |
CONTEXT_CLEAR_CONDITION | Triggered after classification node execution | Different classification branches require independent contexts, avoid interference from historical information across branches |
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 case-by-case analysis. It is recommended to test on in-house samples before finalizing settings.
Three Common Mistakes
- Phenomenon: The workflow returns multiple irrelevant historical financing project results. Cause: Incremental parsing mode is not enabled, historically archived documents are mistakenly included in the day's processing scope.
- Phenomenon: After calling multiple AI nodes in the workflow, the output includes redundant content from previous nodes. Cause: Context clearing rules are not configured, cross-branch conversation history is not cleared, leading to abnormal content aggregation.
- Phenomenon: The document parsing module loads previously uploaded aviation equipment financing daily reports. Cause: The skip historical documents configuration item is not enabled. By default, all uploaded files are loaded for parsing.
How to Confirm Correct Configuration
- Trigger the workflow manually once. Review the document list in the parsing log to confirm it only includes aviation equipment financing daily report files generated on the current day.
- Upload a financing daily report test file marked with a historical date. Confirm the workflow does not execute the parsing process for this file.
- Construct test data with non-compliant amount formats. Confirm the workflow triggers field validation to block the data and generate corresponding error messages.
- Trigger the classification branch node of the workflow. Review the context storage records to confirm contexts of different classification branches do not interfere with each other.
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.