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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.


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


The latest updates to the Seigr Protocol Buffers introduce several advanced features and structures to ensure a robust and future-proof ecosystem:
2. '''Schema Evolution''': Supports adding, modifying, and deprecating fields without breaking backward compatibility.


=== Access Control System ===
3. '''Cross-Platform Support''': Provides language-agnostic APIs for interoperability.
The `seigr.access_control` package introduces enums and messages to manage roles, permissions, and policies effectively:


* '''Enums''':
4. '''Versioned Metadata''': Ensures compatibility across different system versions.
  - `RoleType`: Enumerates roles such as ADMIN, VIEWER, EDITOR, API, and SYSTEM.
  - `PermissionType`: Defines granular permissions like READ, WRITE, DELETE, SHARE, and DELEGATE.
  - `AccessType`: Categorizes types of access (e.g., EXECUTE, ADMINISTRATE, API_CALL).
  - `PolicyStatus`: Tracks the state of policies (ACTIVE, INACTIVE, REVOKED).
  - `AccessDecisionType`: Describes outcomes of access evaluations (ALLOW, DENY, CONDITIONAL).


* '''Messages''':
== Detailed Technical Components ==
  - `Role`:
    - `role_id`: Unique identifier.
    - `name`: Descriptive role name.
    - `permissions`: List of permissions associated with the role.
    - `constraints`: Contextual rules (e.g., time or location restrictions).


=== Improved Metadata Schemas ===
The following sections provide an in-depth look at the key Protocol Buffers structures used within Seigr.
Protocol Buffers continue to underpin metadata management across the ecosystem. Key structures include:


* `FileMetadata`:
=== Core Enums ===
   - Captures capsule-level details like version, creator ID, file hash, and total segments.
 
* `SegmentMetadata`:
Enums are central to defining reusable and scalable representations for roles, permissions, and actions:
   - Defines segment-level attributes such as segment index, hash, timestamp, and coordinates.
 
* `TemporalLayer`:
* '''`RoleType`''':
   - Records time-stamped snapshots for historical verification and adaptive replication.
   - 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>
 
* '''`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>
 
* '''`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.
 
<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>
 
* '''`SegmentMetadata`''':
Represents individual components within a capsule.


Example of `SegmentMetadata` in Protocol Buffers:
<syntaxhighlight lang="protobuf">
<syntaxhighlight lang="protobuf">
message SegmentMetadata {
message SegmentMetadata {
     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>


== Key Benefits ==
* '''`AccessContext`''':
Defines granular access controls.


Protocol Buffers provide several essential advantages for Seigr’s data ecosystem:
<syntaxhighlight lang="protobuf">
message AccessContext {
    repeated Role roles = 1;                  // Roles allowed access.
    repeated PermissionType permissions = 2; // Permissions granted.
    repeated string audit_log = 3;          // Logs for compliance.
}
</syntaxhighlight>


* '''Compact Serialization''': Reduces overhead compared to JSON or XML.
=== Schema Evolution ===
* '''Schema Evolution''': Allows seamless updates without disrupting existing data.
 
* '''Cross-Platform Compatibility''': Ensures smooth integration across technologies.
Protocol Buffers are designed for incremental evolution, ensuring backward compatibility. Seigr adopts several practices to maintain compatibility:
* '''Enhanced Security''': Combines with HyphaCrypt for robust integrity checks.
 
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 [[Special:MyLanguage/HyphaCrypt|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:
 
<syntaxhighlight lang="bash">
protoc --proto_path=src/seigr_protocol \
      --python_out=src/seigr_protocol/compiled \
      src/seigr_protocol/*.proto
</syntaxhighlight>


== Conclusion ==
== Conclusion ==


Protocol Buffers remain central to Seigr’s decentralized data architecture, evolving to meet the needs of security, scalability, and adaptability. The latest updates further enhance their capability to support Seigr’s mission of creating an ethical and efficient data ecosystem.
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 more details, refer to:
For further technical details, see:
* [[Special:MyLanguage/Seigr Metadata|Seigr Metadata]]
* [[Special:MyLanguage/Seigr Metadata|Seigr Metadata]]
* [[Special:MyLanguage/Adaptive Replication|Adaptive Replication]]
* [[Special:MyLanguage/Access Context|Access Context]]
* [[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: