What the data for this category looks like
Data related to game revenue yield comes primarily from two sources: in-house game operation backends, and APIs from third-party game data service providers. Two update rhythms apply:
- Full daily report data generates statistical results for the previous day each early morning.
- Real-time sub-data such as per-server real-time revenue refreshes once per hour.
Most data documents use structured JSON or CSV formats. Each single record includes fields such as game unique identifier, statistical date, server group, core paid item revenue, operating costs, and return on investment (ROI). The ROI field uses dimensionless values, and does not use percentage notation. Data dimensions cover multiple levels including per-server, all servers, and single item.
What constraints these characteristics impose on workflow orchestration
The multi-source nature of game revenue yield data requires workflows to support mixed data source adaptation. Configuration rules for both REST API calls and batch file parsing must be implemented. Differences in update rhythms require workflows to support two trigger modes. Scheduled triggers handle daily full report data. Event triggers handle synchronization processing for real-time sub-data. Multi-dimensional data fields require workflows to support multi-mapping rules for variables. Fields from different dimensions must be bound to corresponding workflow variables separately. The presence of abnormal data requires workflows to include built-in field validation steps. Invalid data such as zero revenue or abnormal ROI must be filtered out.
Configuration Settings
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
TRIGGER_CRON_EXP | 0 0 2 * * * | Matches the daily early morning generation time of game daily report data |
DATA_SOURCE_ADAPTER | REST API + FTP hybrid | Adapts to real-time APIs from in-house backends and batch CSV files from third-party service providers |
PARSE_FILE_TIMEOUT | 300 seconds | Meets parsing time requirements for full batch data |
VALIDATION_ENABLE | Enabled | Filters invalid data with zero revenue or abnormal ROI |
GLOBAL_VAR_BIND | Bind game ID and server ID | Enables variable mapping and unified invocation for multi-dimensional data |
MULTI_VAR_MERGE_STRATEGY | Aggregate by statistical date | Matches time dimension integration requirements for daily report data |
The parameter values provided on this page are common recommended starting points for configuration. Actual values are affected by material format, data volume, and business rules. Specific issues require targeted analysis. It is recommended to test on your own samples before finalizing settings.
Three Common Mistakes
- Phenomenon: When calling a file upload tool, passing custom variables results in a parameter validation failure from the tool, and data cannot be loaded normally. Cause: The tool only supports publicly accessible file links, and does not support referencing local variables as file paths.
- Phenomenon: After multiple variable update nodes finish executing, the AI reply only displays the variable content from the last node, and output data from other nodes is not integrated. Cause: No merge rule for multi-variable aggregation is configured. Workflows retain only the most recently updated single variable by default.
- Phenomenon: When pulling game data, the request does not carry the globally configured game identifier parameter, resulting in empty return data or permission errors. Cause: No global variable is bound at the workflow entry, and request parameters are not automatically injected with global configuration items.
How to Confirm Proper Configuration
- Trigger the workflow once, view the raw data returned by the data source, and verify that field names match configured variable mapping rules.
- Check the scheduled task trigger logs to confirm that the workflow starts automatically at the specified time, with no timeout or execution failure records.
- Trigger the multi-variable update node, verify that the AI reply integrates variable data from all nodes, with no omissions or overwrites.
- Call the workflow test interface to confirm that the configured global game identifier parameter is automatically injected into the request parameters.
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.