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Patent Document

Invention Title: Bidirectional Equivalence Architecture for Data Description and Manipulation

Technical Field

The present invention relates to the field of software architecture technology, specifically to a bidirectional equivalence architecture between data description layer (NDData) and data manipulation layer (TCL/TQL), achieving complete equivalence and unification.

Background Art

In traditional software architecture, data description (what data looks like) and data manipulation (how to operate data) are separated:

  1. Description and operation separation: Data described in JSON/XML, operations in API/SQL, two incompatible languages.
  2. Heavy cognitive burden: Developers must master both data description and manipulation languages.
  3. Consistency hard to guarantee: Data description and operations use different abstraction levels.
  4. AI understanding difficulty: AI must understand two different languages, increasing complexity and error rates.
  5. Limited extensibility: Adding operation types requires modifying operation language; adding data types requires modifying description language.

Summary of Invention

The present invention proposes a bidirectional equivalence architecture achieving complete equivalence between data description layer and data manipulation layer.

Core Innovations

  1. Bidirectional equivalence: Data description (NDData) and data operation (TCL/TQL) are completely equivalent — every ND data point has a corresponding TCL path, and every TCL statement corresponds to specific ND data.
  2. Unified abstraction: Data description and data operation use the same abstraction (dimension + path), differing only in focus (description: "what it is", operation: "how to operate").
  3. Deterministic mapping: From TCL path to ND data, there is a deterministic mapping — same path + same operation = same result.
  4. Orthogonality: NDData manages "what data is", TCL manages "how to operate data"; responsibilities are naturally orthogonal and do not interfere with each other.

Technical Solution

Bidirectional Equivalence Architecture:

NDData Description Layer:
  ┌─────────────────────────────┐
  │  NDData: What data is         │
  │  ├── Dimensions: Dimension defs│
  │  ├── Shape: Data shape         │
  │  └── Data: Actual values       │
  └─────────────────────────────┘
           ↕ Complete equivalence
TCL Operation Layer:
  ┌─────────────────────────────┐
  │  TCL/TQL: How to operate data  │
  │  ├── get: Query                │
  │  ├── set: Modify               │
  │  ├── add: Add                  │
  │  ├── del: Delete               │
  │  └── broadcast: Broadcast      │
  └─────────────────────────────┘

Beneficial Effects

  1. Reduced cognitive burden: One abstraction (dimension + path) covers both description and operation.
  2. Guaranteed consistency: Architecture ensures consistency between data description and operation.
  3. AI-friendly: AI only needs to understand one abstraction to operate data.
  4. Predictability: Same path + same operation = same result.
  5. Composability: NDData and TCL can be independently extended.
  6. Cross-domain universal: Same bidirectional equivalence architecture applies to all domains.

Detailed Description

Embodiment 1: Office Document

NDData: wenshu.string[0].content = "Hello World"
TCL: get wenshu.string[0].content
Same path structure for description and operation

Embodiment 2: Print Data

NDData: pfd.page[0].colorplate[0].element[0].fill = "#FF0000"
TCL: set pfd.page[0].colorplate[0].element[0].fill = "#000000"

Embodiment 3: Animation Data

NDData: objects[0].position.x = 100
TCL: set objects[0].position.x = 200

License and Authorization

Copyright Ownership: All theories and product patents/invention patents/copyrights based on this theoretical system are owned by Chen Qin of Sichuan Longying Technology Co., Ltd.

License Terms: This patent document is open-sourced under the GNU AFFERO GENERAL PUBLIC LICENSE v3.0 (AGPL-3.0), with the following additional terms:

  1. Attribution Required: Anyone using or referencing this patent document must clearly cite the source, including the inventor's name, affiliation, and original document link.
  2. Contribution Back: Improvements should be contributed back to the repository. Derivative works or enhanced versions based on this patent document must be contributed back to this repository and must not be privatized.
  3. Non-Commercial Free Use: Non-commercial use is free of charge, including personal learning, academic research, scientific research projects, open source community contributions, etc.
  4. Commercial Authorization Required: Commercial use requires written authorization and payment of licensing fees. Commercial use includes but is not limited to: using the technical solutions in commercial products, commercial services, commercial systems, commercial consulting, etc.
  5. Legal Protection: This product is protected by international law. Infringement will be prosecuted to the fullest extent of the law.
  6. No Plagiarism: Plagiarizing the content of this patent document and claiming it as one's own is prohibited. Removing or altering original copyright information is prohibited.

Inventor: 陈钦 (cq800229@qq.com)
Affiliation: 四川龙映科技有限公司
Filing Date: 2026-09-14