6897d71e4b
Asking the agent to refactor to reduce spectral complexity, it worked. Trivial change, but this did reduce code complexity.
125 lines
No EOL
5.9 KiB
Text
125 lines
No EOL
5.9 KiB
Text
========================================================================
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SPECTRAL ANALYSIS REPORT — Dependency DAG
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========================================================================
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GRAPH SUMMARY
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----------------------------------------
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Nodes: 36
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Directed edges: 78
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Modules: 8
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Connected components: 2
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Modules: error, config, channel, actor, address_map, runtime, worker, python
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LAPLACIAN EIGENVALUE SPECTRUM
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----------------------------------------
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lambda_ 0 = 0.0000
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lambda_ 1 = 0.0000 <-- Fiedler value (lambda_2)
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lambda_ 2 = 0.1864
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lambda_ 3 = 0.4814
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lambda_ 4 = 0.6124
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lambda_ 5 = 0.7986
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lambda_ 6 = 0.8319
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lambda_ 7 = 1.0046
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lambda_ 8 = 1.2394
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lambda_ 9 = 1.3690
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lambda_10 = 1.4527
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lambda_11 = 1.6261
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lambda_12 = 2.3213
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lambda_13 = 2.3936
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lambda_14 = 2.9092
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lambda_15 = 3.1570
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lambda_16 = 3.2200
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lambda_17 = 3.3902
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lambda_18 = 3.4799
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lambda_19 = 3.6052
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lambda_20 = 3.8848
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lambda_21 = 4.1863
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lambda_22 = 4.7070
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lambda_23 = 5.1732
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lambda_24 = 5.5865
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lambda_25 = 5.7959
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lambda_26 = 5.8550
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lambda_27 = 6.1829
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lambda_28 = 6.4619
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lambda_29 = 6.8986
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lambda_30 = 7.3807
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lambda_31 = 7.8965
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lambda_32 = 9.1602
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lambda_33 = 11.1710
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lambda_34 = 14.0475
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lambda_35 = 15.5333
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Spectral gap (lambda_max - lambda_2): 15.5333
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Fiedler value (algebraic connectivity): 0.0000
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FIEDLER VECTOR — SPECTRAL BISECTION
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----------------------------------------
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Partition A (Fiedler < 0):
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HybridChannel [channel ] f = -0.0000
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RuntimeConfig [config ] f = -0.0000
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SenderT [runtime ] f = -0.0000
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PyRuntimeHandle [python ] f = -0.0000
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PyRuntimeConfig [python ] f = -0.0000
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Placement [address_map ] f = -0.0000
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Message [actor ] f = -0.0000
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PyActorAddress [python ] f = -0.0000
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PyRuntime [python ] f = -0.0000
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Envelope [runtime ] f = -0.0000
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PyActor [python ] f = -0.0000
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TickContext [worker ] f = -0.0000
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Sender [channel ] f = -0.0000
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InboxRegistry [runtime ] f = -0.0000
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Runtime [runtime ] f = -0.0000
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Receiver [channel ] f = -0.0000
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────────────────────────────────────
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Partition B (Fiedler >= 0):
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Error [error ] f = +0.0000
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Ctx [actor ] f = +0.0000
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Effect [python ] f = +0.0000
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BackoffPolicy [config ] f = +0.0000
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ActorAddress [actor ] f = +0.0000
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AddressMap [address_map ] f = +0.0000
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ContextInner [actor ] f = +0.0000
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Worker [worker ] f = +0.0000
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ActorPool [worker ] f = +0.0000
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WorkerContext [worker ] f = +0.0000
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RuntimeHandle [runtime ] f = +0.0000
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PyInbox [python ] f = +0.0000
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ActorInterface [actor ] f = +0.0000
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AnyActor [actor ] f = +0.0000
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WorkerId [address_map ] f = +0.0000
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Inbox [runtime ] f = +0.0000
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PyCtx [python ] f = +0.0000
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PyMsg [python ] f = +0.0000
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Actor [actor ] f = +0.0000
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Mailbox [worker ] f = +1.0000
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MODULE COUPLING MATRIX (directed edge counts)
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----------------------------------------
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error config channel actoraddress_map runtime worker python
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error 0 0 0 0 0 0 0 0
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config 0 1 0 0 0 0 0 0
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channel 0 0 3 0 0 1 0 0
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actor 2 0 0 7 0 0 0 0
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address_map 0 0 0 1 2 0 0 0
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runtime 2 1 2 6 2 6 1 0
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worker 1 1 2 9 4 3 3 0
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python 0 0 0 5 0 3 0 10
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Cross-module edges: 46 / 78 (59.0%)
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CONNECTOME COMPLEXITY INDEX (CCI)
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----------------------------------------
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Sub-metric Raw Normalized Weight Contrib
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──────────────────────────────────────── ────────── ────────── ──────── ────────
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Algebraic connectivity (lambda_2/n) 0.0000 0.0000 0.25 0.0000
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Spectral entropy (H/log2(k)) 4.6411 0.9123 0.25 0.2281
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Edge density (|E|/n(n-1)) 0.0619 0.0619 0.15 0.0093
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Cross-module coupling ratio 0.5897 0.5897 0.20 0.1179
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Spectral radius (rho/(n-1)) 6.6762 0.1907 0.15 0.0286
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──────────────────────────────────────── ────────── ────────── ──────── ────────
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CCI (weighted sum) 1.00 0.3839
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Interpretation: MODERATE complexity — typical well-structured codebase
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======================================================================== |