Workflow Orchestration for Paint and Ink Financing Daily Reports

Data sources include public statistics from industry associations, financing announcement disclosures from public and private listed companies, and

What the data for this category looks like

Data sources include public statistics from industry associations, financing announcement disclosures from public and private listed companies, and corporate financing updates from supply chain finance platforms. Data is aggregated daily on workdays, with no updates on non-workdays. The main format is structured tables, with some entries including links to original announcement documents.

Core fields include: enterprise unified social credit code, full name of financing subject, financing amount, financing type, fund provider name, disclosure date, and affiliated paint and ink subcategory. The financing amount unit is fixed as ten thousand RMB. Financing types are divided into three categories: equity, debt, and bill discounting. The subcategory field must match specific tags such as water-based coatings and offset printing inks.

Constraints imposed by these characteristics on workflow orchestration

Mixed multiple data sources require configuring multiple parallel nodes to pull data from different channels. This prevents process blocking caused by single data source interruptions. Fixed workday update schedule requires timing trigger nodes to exclude holidays. This avoids invalid process triggers when no data is available. Subcategory segmentation fields require adding matching rules during data cleaning. This filters out financing data from other chemical categories that are mixed in. Fixed financing amount unit requires adding standardization conversion steps. This unifies amount expression formats across different data sources. Variable announcement links require adding validity check nodes. This avoids data pull failures caused by expired links.

Configuration Settings

Configuration ItemRecommended ValueRationale
schedule_trigger_cron0 9 * * 1-5Most financing announcements are disclosed before 9 a.m. on workdays. Triggering data pull at 9 a.m. daily covers the latest updates
data_source_filter_ruleSubcategory IN: Water-based Paint, Solvent-based Paint, Offset Printing Ink, Gravure Printing InkOnly retain financing data related to paint and ink, eliminating interference from other chemical categories
field_unit_convert_configFinancing Amount Conversion: Source Unit yuan, Target Unit 10k CNY, Divisor 10000Some data sources use yuan as the amount unit. This configuration unifies values to the industry standard ten thousand RMB unit
parse_webpage_timeout30 secondsFinancing announcement pages are mostly static content. 30 seconds is sufficient for parsing, avoiding process blocking from timeouts
max_retry_times3 timesHandles cases where announcement links are invalid or data sources are temporarily unavailable. Marks entries as abnormal after 3 retries
tool_call_json_strict_modeEnabledEnforces JSON format validation for tool call outputs, avoiding process errors from invalid characters

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 targeted analysis. It is recommended to test on your own samples before finalizing settings.

Three Common Configuration Mistakes

  • Symptom: Tool call node returns Invalid JSON: Bad control character error. Cause: Special characters such as line breaks and tabs in financing announcements are not escaped, resulting in non-compliant JSON formatting.
  • Symptom: Workflow components cannot be pasted or copied, and connection points cannot be added for connecting lines. Cause: Associated copy mode using the workflow_node_copy_mode configuration is not used. Direct drag-and-drop copy causes component ID conflicts.
  • Symptom: Timing trigger node terminates the workflow directly after execution. Cause: The cron expression does not exclude holidays. No data is returned when triggered on non-workdays, and the workflow automatically triggers the termination logic.

How to Confirm Successful Configuration

  • Check the workflow's timing trigger logs. Confirm there are trigger records at 9 a.m. each workday, and no abnormal entries with retry counts exceeding max_retry_times.
  • Extract 10 latest financing daily report data entries. Verify that the 所属子品类 field uses only preset paint and ink subcategory tags, and the 融资金额 unit is uniformly ten thousand RMB.
  • Test the tool call node, input test text containing line breaks. Confirm the generated JSON format is valid, with no Bad control character error.
  • Copy a configured workflow node. Check that the copied node's parameters match the original node, and connecting lines can be properly added with connection points.

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.