Veeva Vault API 集成与调优

v20260423

veeva-cost-tuning

本指南旨在为开发者提供 Veeva Vault 的系统集成和成本调优方法。内容涵盖了使用 REST API、VQL 查询语言和 VAPIL Java SDK 的全流程，包括身份验证、数据操作模式、文档生命周期管理和错误处理，是生命科学领域进行文档管理和临床运营的重要技术参考。

Veeva Vault API REST VQL VAPIL 生命科学 CRM

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概览

Veeva Vault Cost Tuning

Overview

Guidance for cost tuning with Veeva Vault REST API, VQL queries, and VAPIL Java SDK.

Instructions

Key Vault API Concepts

Authentication: Session-based (username/password or OAuth 2.0)
Base URL: https://{vault}.veevavault.com/api/v24.1/
VQL: SQL-like query language for Vault data
VAPIL: Open-source Java SDK covering all Platform APIs
Lifecycle: Documents flow through states (Draft > In Review > Approved)

Common VQL Patterns

-- List documents by type
SELECT id, name__v FROM documents WHERE type__v = 'Trial Document'

-- Find objects
SELECT id, name__v FROM site__v WHERE status__v = 'active__v'

-- Join related objects
SELECT id, name__v, study__vr.name__v FROM study_country__v

Error Handling

Error	Cause	Solution
`INVALID_SESSION_ID`	Session expired	Re-authenticate
`INSUFFICIENT_ACCESS`	Missing permissions	Check security profile
`INVALID_DATA`	Bad VQL or field name	Validate against metadata
`OPERATION_NOT_ALLOWED`	Lifecycle state conflict	Check document state

Resources

Next Steps

See related Veeva Vault skills for more patterns.

信息

Category 编程开发

Name veeva-cost-tuning

版本 v20260423

大小 1.81KB

Source jeremylongshore/claude-code-plugins-plus-skills

更新时间 2026-04-28