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Created page with "= Protocol Buffers in Seigr Ecosystem = '''Protocol Buffers''', or '''protobuf''', is a language-neutral, platform-neutral, extensible method developed by Google for serializing structured data. Within Seigr’s architecture, Protocol Buffers play a critical role in ensuring the efficient, secure, and versioned management of .seigr metadata, enabling the Seigr ecosystem to handle complex, multidimensional data structures with minimal overhead. == Overview == Protocol..."
 
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= Protocol Buffers in Seigr Ecosystem =
= Protocol Buffers in Seigr Ecosystem =


'''Protocol Buffers''', or '''protobuf''', is a language-neutral, platform-neutral, extensible method developed by Google for serializing structured data. Within Seigr’s architecture, Protocol Buffers play a critical role in ensuring the efficient, secure, and versioned management of .seigr metadata, enabling the Seigr ecosystem to handle complex, multidimensional data structures with minimal 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 provide an ideal data serialization framework for Seigr’s decentralized and scalable ecosystem. The structured format enables the encoding of hierarchical data structures while maintaining a lightweight footprint, essential for Seigr's decentralized architecture. Protocol Buffers also provide schema evolution capabilities, which allow Seigr files to be updated over time without losing compatibility with older versions.
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 the metadata schema for each [[Special:MyLanguage/.seigr|.seigr file]] and its segments.
* Enable multidimensional, time-aware data capsules that can be interpreted and validated efficiently.
* Facilitate seamless data versioning and backward compatibility, allowing the Seigr ecosystem to evolve without breaking existing capsules.


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


Seigr’s implementation of Protocol Buffers is integral to the [[Special:MyLanguage/Seigr Metadata|Seigr Metadata]] schema, organizing data at both the file and segment levels. Key protobuf-defined structures include:
2. '''Schema Evolution''': Supports adding, modifying, and deprecating fields without breaking backward compatibility.
* '''FileMetadata''': Captures global attributes, such as version, creator ID, file hash, and file type, for the entire capsule.
* '''SegmentMetadata''': Defines segment-level properties, including segment index, hash values, spatial coordinates, and time-based identifiers.
* '''AccessContext''': Tracks data usage and access patterns, allowing Seigr to adapt replication strategies based on demand.
* '''TemporalLayer''': Manages time-stamped snapshots of each capsule, enabling rollback and historical verification.


Each of these structures is serialized into Protocol Buffers format within a .seigr file, allowing Seigr to leverage efficient, binary serialization without losing data consistency or traceability.
3. '''Cross-Platform Support''': Provides language-agnostic APIs for interoperability.


== Advantages of Protocol Buffers ==
4. '''Versioned Metadata''': Ensures compatibility across different system versions.


Protocol Buffers provide several critical advantages for Seigr’s .seigr file format:
== Detailed Technical Components ==


* '''Lightweight and Efficient''': Protobuf is a binary format, making it more efficient than JSON or XML. This compact format is particularly useful for Seigr’s fixed-size capsules, where space efficiency is paramount.
The following sections provide an in-depth look at the key Protocol Buffers structures used within Seigr.
* '''Schema Evolution''': Protocol Buffers allow fields to be added, renamed, or deprecated over time. Seigr leverages this feature to expand the metadata schema while maintaining backward compatibility with older .seigr files.
* '''Cross-Language Compatibility''': Seigr’s decentralized environment spans multiple systems and languages. Protobuf’s compatibility with many languages ensures metadata remains interpretable across the network.
* '''Versioning''': Seigr Protocol Buffers support versioning in both file-level and segment-level metadata, allowing different protocol versions to coexist within the Seigr ecosystem.


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


Seigr's metadata schema is carefully structured in Protocol Buffers to define both file-level and segment-level metadata. Below is a high-level outline of Seigr's Protocol Buffers schema, which includes both essential metadata fields and adaptive fields for dynamic functionalities.
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 <code>FileMetadata</code> structure captures global information for each .seigr capsule. 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 for backward compatibility.
* '''`PolicyStatus`''':
* '''creator_id''': Unique identifier for the capsule's creator, supporting contributor accountability and traceability.
  - Tracks the lifecycle of policies with statuses like ACTIVE, REVOKED.
* '''original_filename''' and '''original_extension''': Records the original file name and extension, ensuring consistency during encoding and decoding.
* '''file_hash''': A unique hash of the entire file, generated by [[Special:MyLanguage/HyphaCrypt|HyphaCrypt]], supporting tamper detection and data integrity.
* '''total_segments''': Indicates the total number of segments in the capsule, helping ensure that each segment is reassembled in the correct order.


Example of <code>FileMetadata</code> in Protocol Buffers:
=== Core Messages ===


message FileMetadata { 
Messages define structured data schemas for serialization and transmission. The following are key messages in Seigr Protocol Buffers:
    string version = 1; 
    string creator_id = 2; 
    string original_filename = 3; 
    string original_extension = 4; 
    string file_hash = 5; 
    int32 total_segments = 6; 
    AccessContext access_context = 7; 
}


=== SegmentMetadata ===
* '''`FileMetadata`''':
Manages global attributes of a Seigr capsule.


Each capsule is divided into segments, with individual attributes defined in the <code>SegmentMetadata</code> structure. Fields in this structure facilitate multidimensional data indexing, adaptive retrieval, and integrity verification:
<syntaxhighlight lang="protobuf">
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.
}
</syntaxhighlight>


* '''segment_index''': Specifies the position of the segment in the capsule, allowing accurate reassembly.
* '''`SegmentMetadata`''':
* '''segment_hash''': A hash unique to the segment, providing a layer of data verification and network referencing.
Represents individual components within a capsule.
* '''timestamp''': Creation timestamp in ISO format, which helps maintain historical data records.
* '''primary_link''' and '''secondary_links''': The primary link supports direct retrieval, while secondary links provide alternative paths for adaptive access and redundancy.
* '''coordinate_index''': A 3D spatial reference (x, y, z) used in Seigr’s four-dimensional indexing system.


Example of <code>SegmentMetadata</code> in Protocol Buffers:
<syntaxhighlight lang="protobuf">
 
message SegmentMetadata {
message SegmentMetadata {
     int32 segment_index = 1;
     int32 segment_index = 1;
     string segment_hash = 2;
     string segment_hash = 2;
     google.protobuf.Timestamp timestamp = 3; // Timestamp of creation.
     string timestamp = 3;
     string primary_link = 4;                 // Primary data link.
     string primary_link = 4;
     repeated string secondary_links = 5;     // Alternative paths.
     repeated string secondary_links = 5;
     CoordinateIndex coordinate_index = 6;     // Spatial indexing.
     CoordinateIndex coordinate_index = 6;
}
}
</syntaxhighlight>
 
=== TemporalLayer ===
 
The <code>TemporalLayer</code> structure maintains time-stamped snapshots of a capsule's state, essential for Seigr’s historical integrity and rollback functionalities. Temporal layers provide a versioned view of each segment over time, allowing capsules to adapt while maintaining consistency.
 
* '''timestamp''': Timestamp for the layer snapshot.
* '''layer_hash''': Hash of the entire layer, validating the snapshot’s integrity.
* '''segments''': A list of segment snapshots at the point of the layer’s creation, allowing reconstruction of the capsule’s state at that time.


Example of <code>TemporalLayer</code> in Protocol Buffers:
* '''`AccessContext`''':
Defines granular access controls.


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


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


Seigr organizes its Protocol Buffer files to promote modularity and maintainability. Each core component has its own .proto file within the Seigr ecosystem:
Protocol Buffers are designed for incremental evolution, ensuring backward compatibility. Seigr adopts several practices to maintain compatibility:


* <code>seed_dot_seigr.proto</code>: Defines the metadata structure for the Seigr seed files and includes cluster management fields.
1. '''Reserved Fields''': Prevents reusing old field numbers to avoid conflicts.
* <code>lineage.proto</code>: Manages the lineage of contributors and actions, enabling historical and ethical traceability.
2. '''Deprecation Annotations''': Marks fields as deprecated without breaking existing schemas.
* <code>seigr_file.proto</code>: Defines the basic structure of a .seigr file, incorporating file-level metadata, segment metadata, and temporal layer data.
3. '''Field Additions''': New fields are optional by default, ensuring older clients ignore unrecognized fields.
* <code>access_context.proto</code>: Manages access-related metadata, including access logs and demand-based replication metrics.


Each .proto file is compiled into language-specific classes (e.g., Python) that are used across Seigr’s codebase. The modularity of .proto files ensures that updates to one component do not disrupt the entire ecosystem.
=== Security Enhancements ===


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


Serialization and deserialization are essential processes in the Seigr ecosystem, as they convert Protocol Buffer objects into compact, binary formats that can be easily stored, transmitted, and decoded. These processes allow Seigr nodes to interpret .seigr files without ambiguity or additional processing overhead.
* '''Hash Validation''':
  - File and segment hashes stored in `FileMetadata` and `SegmentMetadata` enable integrity checks.


* '''Serialization''': Converts metadata into a compact, binary format, reducing storage overhead and improving transfer speeds across nodes.
* '''Access Auditing''':
* '''Deserialization''': Interprets the binary-encoded metadata back into its structured form, allowing Seigr nodes to work with human-readable data.
  - Access logs serialized in `AccessContext` provide tamper-proof auditing.


Seigr’s [[Special:MyLanguage/Seigr Metadata|Metadata Manager]] and [[Special:MyLanguage/Seigr Decoder|Decoder]] classes handle serialization and deserialization, maintaining protocol compliance and version integrity.
* '''Lineage Tracking''':
  - Lineage metadata ensures ethical and transparent data handling.


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


Protocol Buffers enable Seigr to evolve its metadata schema while preserving backward compatibility with older .seigr files. This adaptability is crucial for a decentralized ecosystem, where capsules may operate under different protocol versions. Key strategies include:
Each core Seigr module integrates Protocol Buffers to streamline its functionality:


* '''Field Numbering''': Each field in a .proto file is assigned a unique number, allowing new fields to be added without affecting existing fields.
* '''`/dot_seigr`''': Leverages `FileMetadata` and `SegmentMetadata` for capsule management.
* '''Field Options''': Fields can be marked as optional, repeated, or required, allowing the schema to adapt based on specific requirements.
* '''`/crypto`''': Uses hashes and audit logs for compliance verification.
* '''Reserved Fields''': Fields that are no longer used can be reserved, ensuring they are not repurposed accidentally, preserving integrity across versions.
* '''`/ipfs`''': Handles serialization for distributed file storage.


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


Seigr utilizes Protocol Buffers in conjunction with [[Special:MyLanguage/HyphaCrypt|HyphaCrypt]] to secure .seigr files. Each .seigr capsule’s metadata contains cryptographic hashes and lineage information, which Protocol Buffers serialize efficiently:
Protocol Buffers are compiled into language-specific libraries for integration into Seigr modules. Example compilation command:


* '''Hash Verification''': Each segment and file hash is serialized within the Protocol Buffer schema, allowing nodes to verify data integrity before use.
<syntaxhighlight lang="bash">
* '''Access Logs''': Access Context metadata is serialized, allowing decentralized tracking of node access patterns and aiding in anomaly detection.
protoc --proto_path=src/seigr_protocol \
* '''Tamper-Resistant Lineage''': Protocol Buffers store lineage entries securely, making it difficult for unauthorized modifications to go undetected.
      --python_out=src/seigr_protocol/compiled \
      src/seigr_protocol/*.proto
</syntaxhighlight>


== Conclusion ==
== Conclusion ==


Protocol Buffers are a foundational technology within the Seigr ecosystem, enabling efficient, scalable, and secure management of .seigr metadata. By defining robust, adaptable schemas for file-level, segment-level, and temporal metadata, Protocol Buffers allow Seigr to support a decentralized, versioned, and ethical data protocol.
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 reading, 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 File Format|.seigr File Format]]
* [[Special:MyLanguage/HyphaCrypt|HyphaCrypt]]
* [[Special:MyLanguage/HyphaCrypt|HyphaCrypt]]

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: