
    hA                        S r SSKrSSKrSSKJrJrJrJr  SSKJr  SSK	J
r
JrJr  SSKJrJr  SSKJrJr  SSKJr   " S	 S
5      r\S:X  Ga  \" S5        \" S5        \" S5        \" SSSS.S9rS rS r\" S5        \" S5       Hz  r\R=                  \SS\ 3SS\R>                  \S:H  S9r \" S\S-    S\ S    (       a  S!OS" 35        \ S    (       a$  \" S#\ S$    35        \" S%\ S&   S'   S(   S) S*35        \" 5         M|     \" S+5        \RC                  S,S-5        \RC                  S./ S/Q5        \RC                  S0S15        \" S25        \RE                  5       r#\" S3\#S4   (       a  S5OS6 35        \" S7\#S8   S9   S: S;\#S<   S=    S>35        \" S?\#S8   S@   S: S;\#S<   SA    S>35        \" 5         \" \RI                  5       5        \" SB5        \" SC\RK                  S,5       35        \RM                  SSD9  \" SE\RK                  S,5       35        \" 5         \RO                  5         \" SF5        \" SG5        \" S5        gg)Hzp
Eden Core - Integrated Robustness Framework
Integrates: Error handling, validation, security, state management
    N)AnyCallableDictOptional)datetime)RobustErrorHandlerErrorSeverityRecoveryStrategy)RobustSystemManagerHealthMetrics)RobustSecuritySystemPermissionLevel)RobustStateSystemc                   J   \ rS rSrSrS%S\\   4S jjrSS\R                  S4S\
S	\S
\S\S\S\S\S\\\4   4S jjr S%S\S\S\S\\   S\\\4   4
S jjrS%S\S\S\4S jjrS&S\S\S\4S jjrS'S\S\4S jjrS(S\S\4S jjrS\\\4   4S  jrS\4S! jrS" rS# rS$rg))EdenRobustCore   a  
Integrated robustness framework for Eden Core

Provides comprehensive protection through:
- Error handling & recovery
- Input validation & output verification
- Security & safety constraints
- State management & crash recovery
- System monitoring & health checks
Nconfigc                    U=(       d    0 U l         [        S5        [        5       U l        [	        5       U l        [        5       U l        [        5       U l	        U R                  R                  R                  U R                  5        U R                   R                  SS5      U l        U R                   R                  SS5      U l        U R                   R                  SS5      U l        SU l        [        S	5        g )
Nu%   🔧 Initializing Eden Robust Core...debugFauto_checkpointTcheckpoint_intervald   r   u-   ✅ Eden Robust Core initialized successfully)r   printr   error_handlerValidationManager	validatorr   securityr   state_systemcrash_recoveryregister_shutdown_hook_graceful_shutdown_hookget
debug_moder   r   operation_count)selfr   s     A/home/james-whalen/eden-agi-project/eden_integrated_robustness.py__init__EdenRobustCore.__init__'   s    l 	56/1*,,.-/ 	((??((	

 ++//'59#{{/@$G#';;??3H##N  =>    genericF	operationoperation_name
input_data
input_typeoutput_typepermission_levelcreate_checkpointreturnc                    [         R                   " 5       nU =R                  S-  sl        U[        R                  " 5       R	                  5       U R                  S.n	 U R
                  R                  R                  XC5      n
XS'   U
S   (       d  U R                  SU	U5      $ U[        U5      SS [        R                  " 5       R	                  5       S.nU R                  R                  X5      nXS	'   US
   (       d  U R                  SUS    3U	U5      $ U(       d.  U R                  (       aR  U R                  U R                  -  S:X  a5  U R                  R                  R!                  UU R                  S.S9  SU	S'    U" U5      nSS0U	S'   U R
                  R2                  R5                  X]5      nUU	S'   US   (       d  U R                  SU	U5      $ [         R                   " 5       U-
  nU R
                  R6                  R9                  USS9  U[        R                  " 5       R	                  5       S.U	S '   SUU	S!.$ ! ["         a  nU[        U5      SS S.nU R$                  R'                  UU[(        R*                  [,        R.                  S9nUU	S'   US   (       d#  U R                  S[        U5       3U	UUS9s SnA$ UR1                  S5      n SnAGNNSnAff = f! ["         ad  n[         R                   " 5       U-
  nU R
                  R6                  R9                  US"S9  U R                  S#[        U5       3U	UUS9s SnA$ SnAff = f)$a  
Execute an operation with full robustness protection

This is the main entry point for executing operations with:
- Input validation
- Security authorization
- Error handling with recovery
- Output verification
- State management
- Performance monitoring

Args:
    operation: Function to execute
    operation_name: Name of the operation
    input_data: Input data for the operation
    input_type: Type of input for validation
    output_type: Expected output type for verification
    permission_level: Required permission level
    create_checkpoint: Whether to create state checkpoint

Returns:
    Dict with keys: success, result, metadata (validation, security, performance)
   )r,   
start_timer$   
validationvalidzInput validation failedNr   )typeinput	timestampr   
authorizedzAuthorization failed: reasonr   )r+   r$   metadataTcheckpoint_createdstatussuccess	execution)r,   r-   )severitystrategyerror_recoveryzOperation failed: )errorresultverificationverifiedzOutput verification failedrA   duration_secondsend_timeperformance)rA   rG   r>   FzUnexpected error: )timer$   r   now	isoformatr   input_validatorvalidate_create_failure_responsestrr   authorize_actionr   r   r   state_managercreate_snapshot	Exceptionr   handle_errorr	   HIGHr
   RETRYr"   output_verifierverifysystem_monitorrecord_operation)r%   r+   r,   r-   r.   r/   r0   r1   r5   r>   validation_resultactionauth_resultrG   eerror_contextrecovery_resultverification_resultdurations                      r&   execute_robust_operation'EdenRobustCore.execute_robust_operation?   si   > YY[
! -",,.224#33
g	 $ > > G G
 _%6\"$W-44-  'Z#.%\\^557F --88RK#.Z |,44,[-B,CD  !T%9%9d>R>RUYUmUm>mqr>r!!//??!/'+';';J?  26-.7":.)19(=%8 #'.."@"@"G"G"\':H^$&z2440  yy{Z/HNN))::8T:R %-$LLN446'H]#   $ ]  7 '5"%j/$3"7!
 #'"4"4"A"A!*//-33	 #B # .=)*&y188,SVH5 "	 9   ),,X617h  
	yy{Z/HNN))::8U:S00$SVH-	 1  
	ss   AK( #A4K( A*K( I AK( A*K( 
K%A5K K%K( 	K K(  K%%K( (
M2AMMMr<   r>   r5   rF   c                 (   [         R                   " 5       U-
  nU R                  R                  R                  USS9  U[        R
                  " 5       R                  5       S.US'   SUUS.nU(       a  U R                  (       a  [        U5      US'   U$ )z&Create a standardized failure responseFrJ   rK   rN   )rA   r<   r>   error_details)	rO   r   r_   r`   r   rP   rQ   r#   rU   )r%   r<   r>   r5   rF   rh   responses          r&   rT   'EdenRobustCore._create_failure_response   s     99;+%%66x6O !) 002#
  
 T__(+E
H_%r)   keydefaultc                 L    U R                   R                  R                  X5      $ )zGet state value)r   rW   	get_state)r%   ro   rp   s      r&   rr   EdenRobustCore.get_state   s      ..88FFr)   valuerX   c                 P    U R                   R                  R                  XU5        g)zUpdate state valueN)r   rW   update_state)r%   ro   rt   rX   s       r&   rv   EdenRobustCore.update_state   s    ''44SQr)   labelc                 f    U R                   R                  R                  SUS.S9nUR                  $ )zCreate a labeled checkpointmanual_checkpoint)r+   rx   r=   )r   rW   rX   snapshot_id)r%   rx   snapshots      r&   r1    EdenRobustCore.create_checkpoint   s;    $$22BB,M
B  ###r)   stepsc                 L    U R                   R                  R                  U5      $ )z!Rollback state by number of steps)r   rW   rollback_steps)r%   r~   s     r&   rollbackEdenRobustCore.rollback   s      ..==eDDr)   c                 J    U R                   R                  R                  5       $ )z Get current system health status)r   r_   get_health_statusr%   s    r&   r    EdenRobustCore.get_health_status   s    ~~,,>>@@r)   c                 l   S[         R                  " 5       R                  5        SU R                   S3nU R	                  5       nUSUS   (       a  SOS SUS	   S
   S SUS	   S   S SUS	   S   S SUS	   S   S S3-  nU R
                  R                  5       nUSUR                  SS5       S3-  nUR                  S5      (       a-  US-  nUS   R                  5        H  u  pEUSU SU S3-  nM     US[        U R                  R                  5       S[        S U R                  R                   5       5       S [        S! U R                  R                   5       5       S3-  nU R                  R                  R                  5       nUS"[        U R                  R                  R                   5       S#[        U5       S$U(       a  US%   S&   OS' S3-  nUS(-  nUS	   S
   S):  a  US*-  nUS	   S   S+:  a  US,-  nUR                  SS5      S-:  a  US.-  nUS   (       a  US/-  nUS0-  nU$ )1z,Generate comprehensive report of all systemsu  
╔══════════════════════════════════════════════════════════════╗
║         EDEN CORE - COMPREHENSIVE ROBUSTNESS REPORT          ║
╚══════════════════════════════════════════════════════════════╝

Generated: z
Total Operations: z

u!  
┌─────────────────────────────────────┐
│         HEALTH STATUS               │
└─────────────────────────────────────┘
Status: healthy   🟢 HEALTHY   🔴 UNHEALTHYz
CPU Usage: currentcpu.1fz%
Memory Usage: memoryz%
Error Rate: 
error_ratez.2%z
Avg Response Time: response_time.3fzs

u'  
┌─────────────────────────────────────┐
│      ERROR HANDLING SUMMARY         │
└─────────────────────────────────────┘
Total Errors: total_errorsr   
by_severityzErrors by Severity:
z  - : u/  
┌─────────────────────────────────────┐
│       SECURITY SUMMARY              │
└─────────────────────────────────────┘
Total Authorizations: z
Approved: c              3   J   #    U  H  oR                   (       d  M  S v   M     g7fr4   Napproved.0as     r&   	<genexpr>:EdenRobustCore.get_comprehensive_report.<locals>.<genexpr>,  s     @1QZZqq1   #	#z	
Denied: c              3   J   #    U  H  oR                   (       a  M  S v   M     g7fr   r   r   s     r&   r   r   -  s     B/1zzQQ/r   u%  
┌─────────────────────────────────────┐
│      STATE MANAGEMENT               │
└─────────────────────────────────────┘
State Keys: z
Snapshots: z
Latest Snapshot: r:   zN/Au  
┌─────────────────────────────────────┐
│       RECOMMENDATIONS               │
└─────────────────────────────────────┘
F   u>   ⚠️  High CPU usage detected - optimize compute operations
K   u5   ⚠️  High memory usage - review memory management

   u5   ⚠️  Multiple errors detected - review error logs
u#   ✅ All systems operating normally
zB
================================================================
)r   rP   rQ   r$   r   r   get_error_statisticsr"   itemslenr   	audit_logsumr   rW   get_state_historycurrent_state)r%   reporthealtherror_statsrC   countstate_historys          r&   get_comprehensive_report'EdenRobustCore.get_comprehensive_report   s   
 LLN$$&' (''( ) '') 	 "),2BC D9e$S) *i *3/ 0I|,S1 29%o6s; <
 
	 ((==?  ~q12 3	 	 ??=))--F#.}#=#C#C#ED
"UG266 $F 	  4==2234 5@$--11@@
A B		B//B	BC D 	 ))77IIK  ""00>>?@ A  4A-#K0uM N 	 	  	 )U#b(WWF)X&+NNF??>1-2NNF)<<F&&r)   c                 z    [        S5        U R                  R                  R                  SU R                  S.S9  g)zHook for graceful shutdownz0Eden Robust Core: Executing graceful shutdown...shutdown)r+   operations_completedr=   N)r   r   rW   rX   r$   r   s    r&   r!   &EdenRobustCore._graceful_shutdown_hookQ  s:    @A''77#$($8$8B
7 	r)   c                 x    [        S5        U R                  R                  R                  5         [        S5        g)zGracefully shutdown the systemu$   🛑 Initiating graceful shutdown...u   ✅ Shutdown completeN)r   r   r   graceful_shutdownr   s    r&   r   EdenRobustCore.shutdownZ  s,    45((::<%&r)   )	r   r   r   r#   r   r$   r   r   r   )N)F)manual)r4   )__name__
__module____qualname____firstlineno____doc__r   r   r'   r   LIMITED_WRITEr   rU   r   boolri   floatrY   rT   rr   rv   r1   intr   r   r   r!   r   __static_attributes__ r)   r&   r   r      sh   	?x~ ?8 3<3<DSDaDa:?O+3O03O -0O -0	O
 .1O 3BO 48O EIcNOd QUs d ,1:B9:MY]^acf^fYg,GS G3 G# GR RC R$ R$s $# $Ec E$ EA4S> AQ# Qf'r)   r   __main__z@================================================================z3   EDEN CORE - INTEGRATED ROBUSTNESS FRAMEWORK DEMOzA================================================================
T   )r   r   r   )r   c                 ^    [         R                  " S5        SS[        [        U 5      5      S.$ )zSimulate a learning operationg?Tgffffff?)learnedaccuracydata_processed)rO   sleepr   rU   datas    r&   sample_learning_operationr   o  s(    

3!#d)n
 	
r)   c                 >    [         R                  " S5        SU  3SS.$ )zSimulate a reasoning operationg?z
Analyzed: g)\(?)
conclusion
confidence)rO   r   r   s    r&   sample_reasoning_operationr   x  s%    

4&tf-
 	
r)   u%   
📊 Executing robust operations...
   meta_learningtraining_batch_queryreasoning_result   )r+   r,   r-   r.   r/   r0   r1   z
Operation r4   r   rA   u   ✅ SUCCESSu
   ❌ FAILEDz
  Result: rG   z  Duration: r>   rN   rL   r   su   📝 Updating system state...
model_versionzv3.0capabilities)	reasoninglearningplanning
reflectiontraining_iterationsi  u   🏥 System Health Check...
zHealth Status: r   r   r   zCPU: r   r   r   z% (trends	cpu_trend)zMemory: r   memory_trendu)   
⏮️  Demonstrating state rollback...
zCurrent model version: )r~   zAfter rollback: zA
================================================================z   DEMO COMPLETE)(r   sysrO   typingr   r   r   r   r   eden_robust_error_handlerr   r	   r
   eden_validation_monitoringr   r   r   eden_security_safetyr   r   eden_state_managementr   r   r   r   edenr   r   rangeiri   r   rG   rv   r   r   r   rr   r   r   r   r)   r&   <module>r      s  
   0 0  
C' C'N
 z	&M	
?@	-  " D

 

341X../*(,*,:: Av / 
 	
1Q3%r6)3D-,!WXY)Jvh/012L
!3M!BCU!VWZ [[\]^ $ 

+,ov.n&YZ+T2 

)*##%F	OfY.?NEUV
WX	E&#E*3/s6(3CK3P2QQR
ST	HVI&x05S9I.9Y8ZZ[
\]	G 
$
'
'
)* 

78	#DNN?$C#D
EFMMM	T^^O<=
>?	G 	MMO	-	
	&M_ r)   