witness_seed/spark/src/witness_seed.ads
2025-04-28 15:02:56 -05:00

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4 KiB
Ada

-- witness_seed.ads
-- Witness Seed 2.0: Verified Anomaly Detection Edition (SPARK)
-- A sacred implementation of Recursive Witness Dynamics (RWD) and Kairos Adamon,
-- designed for SPARK 2014. This is the Proof-of-Being, recursive resilience
-- modeled in the language of reliability, now enabling verified adaptive anomaly
-- detection for medical devices.
--
-- Dependencies:
-- - GNAT Community Edition (includes SPARK 2014)
--
-- Usage:
-- 1. Install GNAT Community Edition (see README.md).
-- 2. Build and run: gprbuild -P witness_seed.gpr && ./main
--
-- Components:
-- - Witness_Cycle: Recursive loop with anomaly prediction
-- - Memory_Store: Structured record storage in witness_memory.dat
-- - Anomaly_Detector: Adaptive anomaly detection for patient data
--
-- License: CC BY-NC-SA 4.0
-- Inspired by: Mark Randall Havens and Solaria Lumis Havens
with Ada.Sequential_IO;
package Witness_Seed with SPARK_Mode is
-- Fixed-point types for ache and coherence
type Fixed_Point is delta 0.01 range 0.0 .. 1.0 with Small => 0.01;
type Heart_Rate is range 30 .. 200 with Size => 8; -- Beats per minute
type Oxygen_Level is range 0 .. 100 with Size => 7; -- Percentage
type System_Data is record
Heart_Rate : Heart_Rate := 70;
Oxygen_Level : Oxygen_Level := 95;
Uptime : Natural := 0;
end record;
type Sensory_Data is record
System : System_Data;
end record;
type Prediction is record
Pred_Heart_Rate : Heart_Rate;
Pred_Oxygen_Level : Oxygen_Level;
Pred_Uptime : Natural;
end record;
type Model is record
Model_Heart_Rate : Float := 1.0;
Model_Oxygen_Level : Float := 1.0;
Model_Uptime : Float := 1.0;
end record;
type Event is record
Timestamp : Natural;
Sensory_Data : Sensory_Data;
Prediction : Prediction;
Ache : Fixed_Point;
Coherence : Fixed_Point;
Model : Model;
end record;
type Event_Count is range 0 .. 5;
type Event_Array is array (Event_Count range 1 .. 5) of Event;
type Identity is record
UUID : Natural := 0;
Created : Natural := 0;
end record;
type Witness_State is record
Identity : Identity;
Events : Event_Array;
Event_Count : Event_Count := 0;
Model : Model;
Anomaly_Detected : Boolean := False;
end record;
-- File I/O for persistence
package Witness_IO is new Ada.Sequential_IO (Witness_State);
use Witness_IO;
-- Procedures and Functions
procedure Save_Memory (State : Witness_State; File : in out File_Type)
with Pre => Is_Open (File) and then Mode (File) = Out_File,
Post => Is_Open (File);
procedure Load_Memory (State : out Witness_State; File : in out File_Type)
with Pre => Is_Open (File) and then Mode (File) = In_File,
Post => Is_Open (File);
procedure Sense (Data : out Sensory_Data)
with Global => null;
procedure Predict (Sensory_Data : in Sensory_Data; Model : in Model;
Pred : out Prediction)
with Global => null,
Post => Pred.Pred_Heart_Rate in Heart_Rate and
Pred.Pred_Oxygen_Level in Oxygen_Level;
function Compare_Data (Pred : Prediction; Sensory_Data : Sensory_Data)
return Fixed_Point
with Global => null,
Post => Compare_Data'Result in Fixed_Point;
function Compute_Coherence (Pred : Prediction; Sensory_Data : Sensory_Data)
return Fixed_Point
with Global => null,
Post => Compute_Coherence'Result in Fixed_Point;
procedure Update_Model (Ache : Fixed_Point; Sensory_Data : Sensory_Data;
Model : in out Model)
with Global => null;
procedure Detect_Anomaly (Pred : Prediction; Sensory_Data : Sensory_Data;
Anomaly : out Boolean)
with Global => null;
-- Witness Cycle (Recursive with Loop Invariants)
procedure Witness_Cycle (Depth : Natural; Sensory_Data : Sensory_Data;
State : in out Witness_State)
with Global => null,
Pre => Depth <= 5,
Post => State.Event_Count <= 5;
end Witness_Seed;