What the data for this category looks like
Data for cybersecurity category financial reports comes from quarterly or annual financial reports of cybersecurity enterprises, and security compliance disclosure documents released by industry regulators. Updates follow a fixed quarterly or annual rhythm, with supplementary documents added irregularly per regulatory requirements. Document structures typically include nested tables, long text paragraphs, and structured parameter lists. No unified template exists. Some documents include encrypted attachments or non-standard format scanned materials. Covered fields include security service revenue, hardware revenue, vulnerability research investment, number of passed compliance items, CVE IDs, vulnerability severity levels, and repair cycles. Units include ten thousand yuan, count, and days.
What constraints these characteristics impose on document parsing and chunking
The high number of nested tables requires parsing tools to preserve table structure and row-column relationships. Chunking processes must avoid splitting table headers from their corresponding data rows. The need for batch updates across multiple documents requires parsing services to support concurrency control and large file processing. Single tasks must not consume excessive resources. Fields with specific identifiers require parsing to retain binding relationships between fields and their corresponding values. This prevents information fragmentation after chunking. The prevalence of non-standard format documents requires parsing support for scanned document OCR recognition and decryption of encrypted attachments. This prevents loss of key information.
How to set configurations
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
PARSE_FILE_TIMEOUT_SECONDS | 600 seconds | Cybersecurity financial reports contain many nested tables and long text. Conventional parsing takes a long time. This duration covers the parsing process for most large documents. |
UPLOAD_FILE_MAX_SIZE | 2000 MB | Single security financial reports may include multi-year compliance attachments with large total capacity. This value adapts to document upload requirements for most scenarios. |
maxChunkSize | 800–1200 characters | Financial reports combine structured fields and long paragraphs. This chunk length balances retrieval accuracy and context completeness. |
chunkOverlap | 150–200 characters | Retains context connections across chunks. It avoids information breaks caused by splitting table headers from their corresponding data rows. |
PARSE_TABLE_ENABLE | Enabled | Financial reports contain many tables for revenue and vulnerability statistics. Preserving table structure improves the accuracy of subsequent analysis. |
BATCH_PARSE_MAX_NUM | 20 | In private deployment scenarios, this value adapts to the resource limits of most servers. It avoids service overload during batch parsing. |
The parameter values provided on this page are general recommendations for starting point configuration. Actual values are affected by material form, data volume and business rules. Specific issues require specific analysis. It is recommended to test on your own samples before finalizing settings.
Three common mistakes
- Phenomenon: In private deployment scenarios, uploading a large cybersecurity financial report PDF returns a
504 Gateway Timeouterror. The parsing service log shows parsing succeeded. Cause: ThePARSE_FILE_TIMEOUT_SECONDSconfiguration value is lower than the actual parsing time, and does not adapt to the parsing process of long documents. - Phenomenon: Content of uploaded Excel-format security compliance reports cannot be read in workflows. Extraction results are empty. Cause: The
PARSE_EXCEL_ENABLEconfiguration item is not enabled, or Excel parsing header mapping rules are not configured. - Phenomenon: In the 4.9.2 open-source version, batch uploading multiple cybersecurity financial report documents causes parsing interruption. The issue cannot be recovered after restarting the container. Cause:
BATCH_PARSE_MAX_NUMis not configured, and the temporary parsing cache directory is not cleaned. This results in resource exhaustion or process blocking.
How to confirm the configuration is set correctly
- Upload a single cybersecurity financial report PDF larger than 1000 MB. Check whether the parsing task status completes within the duration configured by
PARSE_FILE_TIMEOUT_SECONDS. - Upload an Excel-format vulnerability statistics report. Check whether extracted content includes CVE ID and vulnerability severity fields from the table.
- Batch upload more than 20 cybersecurity financial report documents. Confirm all tasks enter a completed status with no abnormal interruptions.
- Start a local test model. Initiate a question-and-answer session based on uploaded documents. Confirm response content includes revenue structure and compliance risk disclosure information from the documents.
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.