Crate rbp_database 

Database pipeline for training artifacts.

Bulk data movement between Rust structures and PostgreSQL, optimized for the large-scale writes required during abstraction and blueprint training.

Connectivity

• db() — Establishes a database connection from DB_URL

Serialization Traits

• Schema — Table metadata and DDL generation
• Derive — INSERT statement generation for enumerable types
• Hydrate — Binary format decoding from rows
• Row — Binary row serialization for COPY protocol
• Streamable — Bulk data upload via COPY

Core Types

• Stage — Temporary staging table management
• Check — Schema validation and migration status

Table Names

Constants for all persistent entities: abstractions, blueprints, metrics, hands, sessions, and more.

Constants

ABSTRACTION

Table for abstraction bucket definitions.

ACTIONS

Table for game actions (bets, raises, folds, etc.).

BLUEPRINT

Table for MCCFR blueprint strategies (policy + regret).

EPOCH

Table for training epoch metadata and progress.

HANDS

Table for completed poker hands.

ISOMORPHISM

Table for isomorphism → abstraction mappings.

METRIC

Table for pairwise abstraction distances.

PLAYERS

Table for player participation in hands.

ROOMS

Table for active game rooms.

SESSIONS

Table for user authentication sessions.

STAGING

Table for staging data during bulk operations.

STREET

Table for street-specific metadata.

TRANSITIONS

Table for abstraction transition probabilities.

USERS

Table for registered user accounts.

Traits

Check

Check defines status queries for training orchestration. Consolidates existence/count checks used by Trainer and PreTraining.

Derive

Derived table generation from enumerable domain values.

Hydrate

Loading domain objects from PostgreSQL.

Row

Binary row serialization for PostgreSQL COPY protocol.

Schema

Schema metadata for PostgreSQL tables.

Stage

Stage defines bulk upload operations for fast training. Manages staging table lifecycle and batch epoch updates.

Streamable

Bulk data upload via PostgreSQL’s binary COPY protocol.

Functions

db

Establishes a database connection.

Type Aliases

PgErr

PostgreSQL error type alias.