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= Protocol Buffers in Seigr Ecosystem =
= Protocol Buffers in Seigr Ecosystem =


'''Protocol Buffers''' (commonly referred to as '''protobuf''') is a language-neutral, platform-neutral, extensible data serialization protocol developed by Google. Within the Seigr ecosystem, Protocol Buffers play a pivotal role in providing a compact, structured, and efficient serialization framework for managing metadata and ensuring interoperability across the decentralized Seigr network. Protocol Buffers enable Seigr to handle complex, multidimensional data structures across nodes with minimal processing overhead.
'''Protocol Buffers''' (commonly referred to as '''protobuf''') is a language-neutral, platform-neutral, extensible data serialization protocol developed by Google. Within the Seigr ecosystem, Protocol Buffers are integral to defining and managing the structured communication and data serialization needs of the platform. This page delves into the advanced technical details of how Protocol Buffers are implemented in the Seigr ecosystem, emphasizing their role in security, scalability, and modular design.


== Overview ==
== Overview ==


Protocol Buffers offer an ideal data serialization framework for Seigr’s decentralized ecosystem. The structured, schema-based format enables efficient encoding of hierarchical data structures, which is essential for Seigr’s modular, networked architecture. Protocol Buffers also support schema evolution, a critical feature for Seigr, allowing the network to grow and adapt without compromising existing capsules or breaking compatibility.
Protocol Buffers enable Seigr to efficiently serialize hierarchical data structures, ensuring low-latency communication and robust schema evolution. This approach aligns with Seigr’s modular architecture, facilitating seamless interaction between independent modules such as [[Special:MyLanguage/.seigr|.seigr]] files, Seigr Cells, and various protocol layers.


Seigr uses Protocol Buffers to:
* '''Key Features:'''
* Define metadata schemas for [[Special:MyLanguage/.seigr|.seigr]] files, [[Special:MyLanguage/Seigr Cell|Seigr Cells]], and various network structures.
* Encode multi-dimensional, time-aware capsules for dynamic adaptation and access management.
* Enable data versioning and backward compatibility, supporting Seigr’s long-term vision of an ethical, evolving ecosystem.


== Protocol Buffers in .seigr Metadata ==
1. '''Compact Serialization''': Binary format reduces storage and transmission overhead.


Seigr’s implementation of Protocol Buffers is fundamental to the [[Special:MyLanguage/Seigr Metadata|Seigr Metadata]] system, organizing and securing metadata at both the capsule and segment levels. Key structures serialized in Protocol Buffers include:
2. '''Schema Evolution''': Supports adding, modifying, and deprecating fields without breaking backward compatibility.
* '''FileMetadata''': Encodes global attributes for the capsule, including version, creator ID, hash, and access patterns.
* '''SegmentMetadata''': Defines segment-level properties such as index, hash, and temporal coordinates, which support Seigr’s multi-path retrieval and adaptive replication.
* '''Access Context''': Tracks access frequency, location, and identity of nodes accessing each capsule, contributing to Seigr’s dynamic scaling and security measures.
* '''Temporal Layer''': Manages time-stamped snapshots, enabling rollback, historical verification, and adaptive replication over time.


Each of these structures is serialized into a Protocol Buffers format, providing a lightweight yet comprehensive means of encoding complex data and metadata relationships across Seigr’s network.
3. '''Cross-Platform Support''': Provides language-agnostic APIs for interoperability.


== Key Benefits of Protocol Buffers in Seigr ==
4. '''Versioned Metadata''': Ensures compatibility across different system versions.


Protocol Buffers provide several essential advantages for Seigr’s data ecosystem:
== Detailed Technical Components ==


* '''Compact and Efficient Serialization''': Protobuf is a binary format, which minimizes storage and transmission overhead compared to text-based formats like JSON or XML. Seigr’s decentralized architecture benefits significantly from this compactness, as efficient data handling reduces latency and conserves resources.
The following sections provide an in-depth look at the key Protocol Buffers structures used within Seigr.
* '''Schema Evolution and Compatibility''': Protocol Buffers support schema evolution, enabling Seigr to add new fields, rename existing ones, or deprecate fields over time without disrupting older capsules. This flexibility allows Seigr to evolve dynamically, a critical requirement for a decentralized, long-term network.
* '''Cross-Language and Cross-Platform Support''': Protobuf’s cross-language compatibility ensures seamless data sharing across nodes running different technologies, ensuring interoperability throughout Seigr’s network.
* '''Robust Versioning''': Seigr Protocol Buffers include versioning at both the file and segment levels, allowing data capsules of different protocol versions to coexist and interact without data loss or version conflicts.


== Metadata Schema in Protocol Buffers ==
=== Core Enums ===


Seigr’s metadata schema leverages Protocol Buffers to define the core fields and structures required for capsule management. Below is an outline of Seigr’s metadata schema, with examples for essential structures like FileMetadata, SegmentMetadata, and TemporalLayer.
Enums are central to defining reusable and scalable representations for roles, permissions, and actions:


=== FileMetadata ===
* '''`RoleType`''':
  - Defines roles in the system, such as ADMIN, VIEWER, SYSTEM.
  - Example:
    <syntaxhighlight lang="protobuf">
    enum RoleType {
        ROLE_TYPE_UNDEFINED = 0;
        ROLE_TYPE_ADMIN = 1;
        ROLE_TYPE_VIEWER = 2;
        ROLE_TYPE_SYSTEM = 8;
    }
    </syntaxhighlight>


The `FileMetadata` structure contains essential details about the .seigr capsule at a global level. Key fields include:
* '''`PermissionType`''':
  - Describes granular access levels such as READ, WRITE, DELETE.
  - Example:
    <syntaxhighlight lang="protobuf">
    enum PermissionType {
        PERMISSION_TYPE_READ = 1;
        PERMISSION_TYPE_WRITE = 2;
        PERMISSION_TYPE_DELETE = 4;
    }
    </syntaxhighlight>


* '''version''': Specifies the metadata schema version, allowing backward compatibility.
* '''`PolicyStatus`''':
* '''creator_id''': Unique identifier for the capsule’s creator, supporting accountability, lineage tracking, and ethical traceability.
  - Tracks the lifecycle of policies with statuses like ACTIVE, REVOKED.
* '''original_filename''' and '''original_extension''': Preserves the original filename and extension for continuity in encoding and retrieval.
* '''file_hash''': A unique hash of the file, created using [[Special:MyLanguage/HyphaCrypt|HyphaCrypt]], to support integrity verification.
* '''total_segments''': The total count of segments in the capsule, ensuring accurate assembly.


Example of FileMetadata in Protocol Buffers:
=== Core Messages ===
 
Messages define structured data schemas for serialization and transmission. The following are key messages in Seigr Protocol Buffers:
 
* '''`FileMetadata`''':
Manages global attributes of a Seigr capsule.


<syntaxhighlight lang="protobuf">
<syntaxhighlight lang="protobuf">
message FileMetadata {
message FileMetadata {
     string version = 1;
     string version = 1;               // Schema version.
     string creator_id = 2;
     string creator_id = 2;           // Capsule creator.
     string original_filename = 3;
     string original_filename = 3;   // Filename for reference.
     string original_extension = 4;
     string file_hash = 4;           // Integrity hash.
    string file_hash = 5;
     int32 total_segments = 5;       // Total segments.
     int32 total_segments = 6;
     AccessContext access_context = 6; // Access metadata.
     AccessContext access_context = 7;
}
}
</syntaxhighlight>
</syntaxhighlight>


=== SegmentMetadata ===
* '''`SegmentMetadata`''':
 
Represents individual components within a capsule.
Each capsule is divided into Seigr Cells, represented by `SegmentMetadata` entries. Segment metadata includes attributes such as:
 
* '''segment_index''': Indicates the segment’s position in the capsule, ensuring correct reassembly.
* '''segment_hash''': A unique hash for the segment, enabling data validation and secure referencing.
* '''timestamp''': Records the creation time of the segment, critical for time-sensitive retrieval and traceability.
* '''primary_link''' and '''secondary_links''': Supports multiple retrieval paths, enabling adaptive and secure access in Seigr’s network.
* '''coordinate_index''': Defines the segment’s spatial coordinates within Seigr’s [[Special:MyLanguage/4D Coordinate Indexing|4D Coordinate Indexing]] system.
 
Example of SegmentMetadata in Protocol Buffers:


<syntaxhighlight lang="protobuf">
<syntaxhighlight lang="protobuf">
Line 75: Line 76:
     int32 segment_index = 1;
     int32 segment_index = 1;
     string segment_hash = 2;
     string segment_hash = 2;
     string timestamp = 3;
     google.protobuf.Timestamp timestamp = 3; // Timestamp of creation.
     string primary_link = 4;
     string primary_link = 4;                 // Primary data link.
     repeated string secondary_links = 5;
     repeated string secondary_links = 5;     // Alternative paths.
     CoordinateIndex coordinate_index = 6;
     CoordinateIndex coordinate_index = 6;     // Spatial indexing.
}
}
</syntaxhighlight>
</syntaxhighlight>


=== Temporal Layer ===
* '''`AccessContext`''':
 
Defines granular access controls.
The `TemporalLayer` structure captures snapshots of the capsule’s state, providing historical context for data integrity, adaptive replication, and rollback.
 
* '''timestamp''': Marks the creation time for the Temporal Layer.
* '''layer_hash''': A hash for the entire layer, validating snapshot integrity.
* '''segments''': Contains segment states at the time of the layer’s creation, allowing precise historical reassembly.
 
Example of TemporalLayer in Protocol Buffers:


<syntaxhighlight lang="protobuf">
<syntaxhighlight lang="protobuf">
message TemporalLayer {
message AccessContext {
     string timestamp = 1;
     repeated Role roles = 1;                 // Roles allowed access.
     string layer_hash = 2;
     repeated PermissionType permissions = 2; // Permissions granted.
     repeated SegmentMetadata segments = 3;
     repeated string audit_log = 3;           // Logs for compliance.
}
}
</syntaxhighlight>
</syntaxhighlight>


== Protocol Buffer Files in Seigr Ecosystem ==
=== Schema Evolution ===


Seigr’s Protocol Buffer files are modularly organized, facilitating efficient updates and maintainability. Each core component of the ecosystem has its corresponding `.proto` file:
Protocol Buffers are designed for incremental evolution, ensuring backward compatibility. Seigr adopts several practices to maintain compatibility:


* `seed_dot_seigr.proto`: Defines the structure for Seigr seed files, including metadata for capsules and lineage records.
1. '''Reserved Fields''': Prevents reusing old field numbers to avoid conflicts.
* `lineage.proto`: Manages contributor lineage and capsule evolution, supporting historical and ethical traceability.
2. '''Deprecation Annotations''': Marks fields as deprecated without breaking existing schemas.
* `seigr_file.proto`: Defines the structure for .seigr files, incorporating both file-level and segment-level metadata.
3. '''Field Additions''': New fields are optional by default, ensuring older clients ignore unrecognized fields.
* `access_context.proto`: Manages access data, including logs for access frequency and demand metrics.


Each `.proto` file is compiled into language-specific libraries (e.g., Python, Java), which enable the Seigr system to interact with data consistently across languages and platforms.
=== Security Enhancements ===


== Serialization and Deserialization in Seigr ==
Seigr integrates Protocol Buffers with [[Special:MyLanguage/HyphaCrypt|HyphaCrypt]] to ensure secure serialization and deserialization:


Serialization and deserialization are essential for converting Protocol Buffer objects into binary formats that are easily stored, transmitted, and decoded across Seigr nodes.  
* '''Hash Validation''':
  - File and segment hashes stored in `FileMetadata` and `SegmentMetadata` enable integrity checks.


* '''Serialization''': Converts Protocol Buffer data into a compact binary form, minimizing storage costs and improving transmission speed within Seigr’s distributed network.
* '''Access Auditing''':
* '''Deserialization''': Converts the binary format back to human-readable data, allowing Seigr nodes to process and validate .seigr file metadata efficiently.
  - Access logs serialized in `AccessContext` provide tamper-proof auditing.


These processes are managed by Seigr’s [[Special:MyLanguage/Metadata Manager|Metadata Manager]] and [[Special:MyLanguage/Seigr Decoder|Decoder]], which ensure compliance with protocol standards and maintain version integrity.
* '''Lineage Tracking''':
  - Lineage metadata ensures ethical and transparent data handling.


== Schema Evolution and Backward Compatibility ==
== Integration with Seigr Modules ==


Protocol Buffers allow Seigr’s metadata schema to evolve over time without compromising compatibility. Key strategies for backward compatibility include:
Each core Seigr module integrates Protocol Buffers to streamline its functionality:


* '''Field Numbering''': Unique numbers assigned to each field prevent new fields from disrupting existing structures.
* '''`/dot_seigr`''': Leverages `FileMetadata` and `SegmentMetadata` for capsule management.
* '''Optional and Reserved Fields''': Fields can be added, removed, or reserved without affecting backward compatibility, enabling incremental protocol updates.
* '''`/crypto`''': Uses hashes and audit logs for compliance verification.
* '''Deprecated Fields''': Fields that are no longer in use can be marked as deprecated, preserving schema integrity while maintaining readability.
* '''`/ipfs`''': Handles serialization for distributed file storage.


== Security and Data Integrity ==
== Compilation and Usage ==


Seigr combines Protocol Buffers with [[Special:MyLanguage/HyphaCrypt|HyphaCrypt]] to enhance the security of .seigr files. Cryptographic hashes and lineage information, efficiently serialized within Protocol Buffers, strengthen data integrity and traceability.
Protocol Buffers are compiled into language-specific libraries for integration into Seigr modules. Example compilation command:


* '''Hash Validation''': File and segment hashes stored in Protocol Buffers allow for rigorous validation, ensuring that data remains unaltered.
<syntaxhighlight lang="bash">
* '''Access Logs''': Access Context metadata, serialized in Protocol Buffers, tracks node access patterns, supporting Seigr’s adaptive replication and security.
protoc --proto_path=src/seigr_protocol \
* '''Tamper-Resistant Lineage Tracking''': Protocol Buffers serialize lineage records securely, making unauthorized modifications difficult to conceal.
      --python_out=src/seigr_protocol/compiled \
      src/seigr_protocol/*.proto
</syntaxhighlight>


== Conclusion ==
== Conclusion ==


Protocol Buffers are a core technology in Seigr’s decentralized data architecture, enabling efficient, scalable, and secure data management. By defining structured, adaptable schemas for Seigr Cells, file metadata, and temporal snapshots, Protocol Buffers allow Seigr to build a responsive, evolving, and ethical data network.
Protocol Buffers are a cornerstone of the Seigr architecture, enabling efficient, secure, and scalable data serialization. This page has detailed the technical structures and practices underpinning their implementation in the ecosystem.


For additional information, explore:
For further technical details, see:
* [[Special:MyLanguage/Seigr Metadata|Seigr Metadata]]
* [[Special:MyLanguage/Seigr Metadata|Seigr Metadata]]
* [[Special:MyLanguage/Encoder_Decoder_Module|Encoder/Decoder Module]]
* [[Special:MyLanguage/Access Context|Access Context]]
* [[Special:MyLanguage/.seigr|.seigr File Format]]
* [[Special:MyLanguage/HyphaCrypt|HyphaCrypt]]
* [[Special:MyLanguage/HyphaCrypt|HyphaCrypt]]
* [[Special:MyLanguage/Temporal Layer|Temporal Layer]]
* [[Special:MyLanguage/Adaptive Replication|Adaptive Replication]]
* [[Special:MyLanguage/Access Context|Access Context]]

Latest revision as of 06:28, 15 January 2025

Protocol Buffers in Seigr Ecosystem

Protocol Buffers (commonly referred to as protobuf) is a language-neutral, platform-neutral, extensible data serialization protocol developed by Google. Within the Seigr ecosystem, Protocol Buffers are integral to defining and managing the structured communication and data serialization needs of the platform. This page delves into the advanced technical details of how Protocol Buffers are implemented in the Seigr ecosystem, emphasizing their role in security, scalability, and modular design.

Overview

Protocol Buffers enable Seigr to efficiently serialize hierarchical data structures, ensuring low-latency communication and robust schema evolution. This approach aligns with Seigr’s modular architecture, facilitating seamless interaction between independent modules such as .seigr files, Seigr Cells, and various protocol layers.

  • Key Features:

1. Compact Serialization: Binary format reduces storage and transmission overhead.

2. Schema Evolution: Supports adding, modifying, and deprecating fields without breaking backward compatibility.

3. Cross-Platform Support: Provides language-agnostic APIs for interoperability.

4. Versioned Metadata: Ensures compatibility across different system versions.

Detailed Technical Components

The following sections provide an in-depth look at the key Protocol Buffers structures used within Seigr.

Core Enums

Enums are central to defining reusable and scalable representations for roles, permissions, and actions:

  • `RoleType`:
 - Defines roles in the system, such as ADMIN, VIEWER, SYSTEM.
 - Example:
    enum RoleType {
        ROLE_TYPE_UNDEFINED = 0;
        ROLE_TYPE_ADMIN = 1;
        ROLE_TYPE_VIEWER = 2;
        ROLE_TYPE_SYSTEM = 8;
    }
  • `PermissionType`:
 - Describes granular access levels such as READ, WRITE, DELETE.
 - Example:
    enum PermissionType {
        PERMISSION_TYPE_READ = 1;
        PERMISSION_TYPE_WRITE = 2;
        PERMISSION_TYPE_DELETE = 4;
    }
  • `PolicyStatus`:
 - Tracks the lifecycle of policies with statuses like ACTIVE, REVOKED.

Core Messages

Messages define structured data schemas for serialization and transmission. The following are key messages in Seigr Protocol Buffers:

  • `FileMetadata`:

Manages global attributes of a Seigr capsule.

message FileMetadata {
    string version = 1;               // Schema version.
    string creator_id = 2;            // Capsule creator.
    string original_filename = 3;    // Filename for reference.
    string file_hash = 4;            // Integrity hash.
    int32 total_segments = 5;        // Total segments.
    AccessContext access_context = 6; // Access metadata.
}
  • `SegmentMetadata`:

Represents individual components within a capsule.

message SegmentMetadata {
    int32 segment_index = 1;
    string segment_hash = 2;
    google.protobuf.Timestamp timestamp = 3; // Timestamp of creation.
    string primary_link = 4;                  // Primary data link.
    repeated string secondary_links = 5;      // Alternative paths.
    CoordinateIndex coordinate_index = 6;     // Spatial indexing.
}
  • `AccessContext`:

Defines granular access controls.

message AccessContext {
    repeated Role roles = 1;                  // Roles allowed access.
    repeated PermissionType permissions = 2; // Permissions granted.
    repeated string audit_log = 3;           // Logs for compliance.
}

Schema Evolution

Protocol Buffers are designed for incremental evolution, ensuring backward compatibility. Seigr adopts several practices to maintain compatibility:

1. Reserved Fields: Prevents reusing old field numbers to avoid conflicts. 2. Deprecation Annotations: Marks fields as deprecated without breaking existing schemas. 3. Field Additions: New fields are optional by default, ensuring older clients ignore unrecognized fields.

Security Enhancements

Seigr integrates Protocol Buffers with HyphaCrypt to ensure secure serialization and deserialization:

  • Hash Validation:
 - File and segment hashes stored in `FileMetadata` and `SegmentMetadata` enable integrity checks.
  • Access Auditing:
 - Access logs serialized in `AccessContext` provide tamper-proof auditing.
  • Lineage Tracking:
 - Lineage metadata ensures ethical and transparent data handling.

Integration with Seigr Modules

Each core Seigr module integrates Protocol Buffers to streamline its functionality:

  • `/dot_seigr`: Leverages `FileMetadata` and `SegmentMetadata` for capsule management.
  • `/crypto`: Uses hashes and audit logs for compliance verification.
  • `/ipfs`: Handles serialization for distributed file storage.

Compilation and Usage

Protocol Buffers are compiled into language-specific libraries for integration into Seigr modules. Example compilation command:

protoc --proto_path=src/seigr_protocol \
       --python_out=src/seigr_protocol/compiled \
       src/seigr_protocol/*.proto

Conclusion

Protocol Buffers are a cornerstone of the Seigr architecture, enabling efficient, secure, and scalable data serialization. This page has detailed the technical structures and practices underpinning their implementation in the ecosystem.

For further technical details, see: