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graphify-out/GRAPH_REPORT.md

@@ -1,12 +1,12 @@
 # Graph Report - C:\Users\astra\Desktop\hackon\debugZero  (2026-04-25)
 
 ## Corpus Check
-- 16 files · ~3,811 words
+- 16 files · ~11,370 words
 - Verdict: corpus is large enough that graph structure adds value.
 
 ## Summary
-- 83 nodes · 132 edges · 11 communities detected
-- Extraction: 64% EXTRACTED · 36% INFERRED · 0% AMBIGUOUS · INFERRED: 48 edges (avg confidence: 0.64)
+- 85 nodes · 139 edges · 11 communities detected
+- Extraction: 60% EXTRACTED · 40% INFERRED · 0% AMBIGUOUS · INFERRED: 55 edges (avg confidence: 0.62)
 - Token cost: 0 input · 0 output
 
 ## Community Hubs (Navigation)
@@ -23,25 +23,25 @@
 - [[_COMMUNITY_Community 10|Community 10]]
 
 ## God Nodes (most connected - your core abstractions)
-1. `DebugzeroObservation` - 14 edges
-2. `DebugzeroState` - 13 edges
-3. `DebugzeroAction` - 12 edges
-4. `DebugzeroEnvironment` - 12 edges
+1. `DebugzeroObservation` - 16 edges
+2. `DebugzeroAction` - 14 edges
+3. `DebugzeroState` - 14 edges
+4. `DebugzeroEnvironment` - 13 edges
 5. `BugInjectorVisitor` - 11 edges
 6. `inject_bug()` - 9 edges
 7. `DebugzeroEnv` - 8 edges
-8. `execute_code()` - 6 edges
-9. `test_local_env()` - 5 edges
-10. `Dual-role DebugZero Environment wrapping a Python sandbox execution     for Prop` - 5 edges
+8. `ExecutionResult` - 6 edges
+9. `execute_code()` - 6 edges
+10. `test_local_env()` - 5 edges
 
 ## Surprising Connections (you probably didn't know these)
 - `DebugzeroEnv` --uses--> `DebugzeroAction`  [INFERRED]
   C:\Users\astra\Desktop\hackon\debugZero\client.py → C:\Users\astra\Desktop\hackon\debugZero\models.py
-- `DebugzeroEnv` --uses--> `DebugzeroObservation`  [INFERRED]
+- `DebugzeroEnv` --uses--> `DebugzeroState`  [INFERRED]
   C:\Users\astra\Desktop\hackon\debugZero\client.py → C:\Users\astra\Desktop\hackon\debugZero\models.py
 - `Client for the DebugZero Environment.      This client maintains a persistent We` --uses--> `DebugzeroAction`  [INFERRED]
   C:\Users\astra\Desktop\hackon\debugZero\client.py → C:\Users\astra\Desktop\hackon\debugZero\models.py
-- `Client for the DebugZero Environment.      This client maintains a persistent We` --uses--> `DebugzeroObservation`  [INFERRED]
+- `Client for the DebugZero Environment.      This client maintains a persistent We` --uses--> `DebugzeroState`  [INFERRED]
   C:\Users\astra\Desktop\hackon\debugZero\client.py → C:\Users\astra\Desktop\hackon\debugZero\models.py
 - `Convert DebugzeroAction to JSON payload for step message.          Args:` --uses--> `DebugzeroAction`  [INFERRED]
   C:\Users\astra\Desktop\hackon\debugZero\client.py → C:\Users\astra\Desktop\hackon\debugZero\models.py
@@ -53,41 +53,41 @@ Cohesion: 0.29
 Nodes (9): inject_bug(), is_safe_injection(), 4 critical checks:     - parse succeeds      - mutation actually changed code, test_condition_negation(), test_loop_boundary_shift(), test_missing_base_case(), test_off_by_one(), test_safety_check_blocks() (+1 more)
 
 ### Community 1 - "Community 1"
-Cohesion: 0.29
-Nodes (7): DebugzeroEnv, Client for the DebugZero Environment.      This client maintains a persistent We, Convert DebugzeroAction to JSON payload for step message.          Args:, Parse server response into State object.          Args:             payload: JSO, DebugzeroState, State for the DebugZero environment, extending default state with seed context., State
-
-### Community 2 - "Community 2"
 Cohesion: 0.2
 Nodes (1): BugInjectorVisitor
 
+### Community 2 - "Community 2"
+Cohesion: 0.33
+Nodes (7): DebugzeroEnv, Client for the DebugZero Environment.      This client maintains a persistent We, Convert DebugzeroAction to JSON payload for step message.          Args:, Parse server response into StepResult[DebugzeroObservation].          Args:, DebugzeroObservation, Observation from the DebugZero environment following sandbox execution., Observation
+
 ### Community 3 - "Community 3"
-Cohesion: 0.27
-Nodes (7): execute_code(), ExecutionResult, is_safe(), Check if the code contains any blocked imports strings.      Also performs a qu, Executes the provided python code alongside its tests in an isolated subprocess., test_execute_code(), test_executor_is_safe()
+Cohesion: 0.28
+Nodes (2): main(), Entry point for direct execution via uv run or python -m.      This function ena
 
 ### Community 4 - "Community 4"
 Cohesion: 0.33
 Nodes (7): create_dataset(), main(), reward_fn(), compute_proposer_reward(), compute_solver_reward(), get_solve_rate(), record_solve_result()
 
 ### Community 5 - "Community 5"
-Cohesion: 0.32
-Nodes (1): main()
+Cohesion: 0.29
+Nodes (7): Action, Entry point for direct execution via uv run or python -m.      This function ena, Dual-role DebugZero Environment wrapping a Python sandbox execution     for Prop, Dual-role DebugZero Environment wrapping a Python sandbox execution     for Prop, ExecutionResult, DebugzeroAction, Action for the DebugZero environment representing the Proposer or Solver inputs.
 
 ### Community 6 - "Community 6"
+Cohesion: 0.32
+Nodes (6): execute_code(), is_safe(), Check if the code contains any blocked imports strings.      Also performs a qu, Executes the provided python code alongside its tests in an isolated subprocess., test_execute_code(), test_executor_is_safe()
+
+### Community 7 - "Community 7"
 Cohesion: 0.47
 Nodes (3): DebugzeroEnvironment, Environment, test_local_env()
 
-### Community 7 - "Community 7"
+### Community 8 - "Community 8"
 Cohesion: 0.4
-Nodes (5): Parse server response into StepResult[DebugzeroObservation].          Args:, Dual-role DebugZero Environment wrapping a Python sandbox execution     for Prop, DebugzeroObservation, Observation from the DebugZero environment following sandbox execution., Observation
+Nodes (4): Parse server response into State object.          Args:             payload: JSO, DebugzeroState, State for the DebugZero environment, extending default state with seed context., State
 
-### Community 8 - "Community 8"
+### Community 9 - "Community 9"
 Cohesion: 0.33
 Nodes (4): compute_ast_distance(), evaluate_navidadkhah_plausibility(), Offline evaluation of generated bugs against the navidadkhah 25k bug dataset., Computes the string similarity distance between the AST dumps of the original
 
-### Community 9 - "Community 9"
-Cohesion: 0.5
-Nodes (4): Action, Entry point for direct execution via uv run or python -m.      This function ena, DebugzeroAction, Action for the DebugZero environment representing the Proposer or Solver inputs.
-
 ### Community 10 - "Community 10"
 Cohesion: 0.67
 Nodes (0): 
@@ -99,17 +99,17 @@ Nodes (0):
 ## Suggested Questions
 _Questions this graph is uniquely positioned to answer:_
 
-- **Why does `DebugzeroEnvironment` connect `Community 6` to `Community 1`, `Community 3`, `Community 5`, `Community 7`, `Community 9`?**
-  _High betweenness centrality (0.209) - this node is a cross-community bridge._
-- **Why does `BugInjectorVisitor` connect `Community 2` to `Community 0`?**
-  _High betweenness centrality (0.176) - this node is a cross-community bridge._
-- **Why does `inject_bug()` connect `Community 0` to `Community 2`?**
-  _High betweenness centrality (0.134) - this node is a cross-community bridge._
-- **Are the 11 inferred relationships involving `DebugzeroObservation` (e.g. with `DebugzeroEnv` and `Client for the DebugZero Environment.      This client maintains a persistent We`) actually correct?**
-  _`DebugzeroObservation` has 11 INFERRED edges - model-reasoned connections that need verification._
-- **Are the 10 inferred relationships involving `DebugzeroState` (e.g. with `DebugzeroEnv` and `Client for the DebugZero Environment.      This client maintains a persistent We`) actually correct?**
-  _`DebugzeroState` has 10 INFERRED edges - model-reasoned connections that need verification._
-- **Are the 9 inferred relationships involving `DebugzeroAction` (e.g. with `DebugzeroEnv` and `Client for the DebugZero Environment.      This client maintains a persistent We`) actually correct?**
-  _`DebugzeroAction` has 9 INFERRED edges - model-reasoned connections that need verification._
-- **Are the 6 inferred relationships involving `DebugzeroEnvironment` (e.g. with `Entry point for direct execution via uv run or python -m.      This function ena` and `DebugzeroAction`) actually correct?**
-  _`DebugzeroEnvironment` has 6 INFERRED edges - model-reasoned connections that need verification._
+- **Why does `DebugzeroEnvironment` connect `Community 7` to `Community 8`, `Community 2`, `Community 3`, `Community 5`?**
+  _High betweenness centrality (0.213) - this node is a cross-community bridge._
+- **Why does `BugInjectorVisitor` connect `Community 1` to `Community 0`?**
+  _High betweenness centrality (0.173) - this node is a cross-community bridge._
+- **Why does `inject_bug()` connect `Community 0` to `Community 1`?**
+  _High betweenness centrality (0.132) - this node is a cross-community bridge._
+- **Are the 13 inferred relationships involving `DebugzeroObservation` (e.g. with `DebugzeroEnv` and `Client for the DebugZero Environment.      This client maintains a persistent We`) actually correct?**
+  _`DebugzeroObservation` has 13 INFERRED edges - model-reasoned connections that need verification._
+- **Are the 11 inferred relationships involving `DebugzeroAction` (e.g. with `DebugzeroEnv` and `Client for the DebugZero Environment.      This client maintains a persistent We`) actually correct?**
+  _`DebugzeroAction` has 11 INFERRED edges - model-reasoned connections that need verification._
+- **Are the 11 inferred relationships involving `DebugzeroState` (e.g. with `DebugzeroEnv` and `Client for the DebugZero Environment.      This client maintains a persistent We`) actually correct?**
+  _`DebugzeroState` has 11 INFERRED edges - model-reasoned connections that need verification._
+- **Are the 7 inferred relationships involving `DebugzeroEnvironment` (e.g. with `Entry point for direct execution via uv run or python -m.      This function ena` and `DebugzeroAction`) actually correct?**
+  _`DebugzeroEnvironment` has 7 INFERRED edges - model-reasoned connections that need verification._

graphify-out/cache/1d6d1136f2e6c5400b59421212d37ade8a8c96189a302285732f1503f8ac2d69.json

@@ -0,0 +1 @@
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graphify-out/cache/8ee8b0cbb12ace4ef6b8d2053668db3499b971e0c2ced594305ec726338127d0.json

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graphify-out/graph.json

@@ -9,7 +9,7 @@
       "source_file": "C:\\Users\\astra\\Desktop\\hackon\\debugZero\\client.py",
       "source_location": "L1",
       "id": "c_users_astra_desktop_hackon_debugzero_client_py",
-      "community": 5,
+      "community": 3,
       "norm_label": "client.py"
     },
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@@ -18,7 +18,7 @@
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       "weight": 1.0,
       "_src": "debugzero_environment_debugzeroenvironment",
       "_tgt": "debugzero_environment_debugzeroenvironment_step",
@@ -2004,12 +2082,12 @@
       "relation": "rationale_for",
       "confidence": "EXTRACTED",
       "source_file": "C:\\Users\\astra\\Desktop\\hackon\\debugZero\\server\\debugZero_environment.py",
-      "source_location": "L39",
+      "source_location": "L41",
       "weight": 1.0,
-      "_src": "debugzero_environment_rationale_39",
+      "_src": "debugzero_environment_rationale_41",
       "_tgt": "debugzero_environment_debugzeroenvironment",
       "source": "debugzero_environment_debugzeroenvironment",
-      "target": "debugzero_environment_rationale_39",
+      "target": "debugzero_environment_rationale_41",
       "confidence_score": 1.0
     },
     {
@@ -2020,9 +2098,21 @@
       "weight": 0.8,
       "_src": "debugzero_environment_debugzeroenvironment",
       "_tgt": "executor_executionresult",
+      "confidence_score": 0.5,
       "source": "debugzero_environment_debugzeroenvironment",
-      "target": "executor_executionresult",
-      "confidence_score": 0.5
+      "target": "executor_executionresult"
+    },
+    {
+      "relation": "uses",
+      "confidence": "INFERRED",
+      "source_file": "C:\\Users\\astra\\Desktop\\hackon\\debugZero\\server\\app.py",
+      "source_location": "L47",
+      "weight": 0.8,
+      "_src": "app_rationale_61",
+      "_tgt": "debugzero_environment_debugzeroenvironment",
+      "confidence_score": 0.5,
+      "source": "debugzero_environment_debugzeroenvironment",
+      "target": "app_rationale_61"
     },
     {
       "relation": "calls",
@@ -2040,11 +2130,11 @@
       "relation": "uses",
       "confidence": "INFERRED",
       "source_file": "C:\\Users\\astra\\Desktop\\hackon\\debugZero\\server\\debugZero_environment.py",
-      "source_location": "L26",
+      "source_location": "L28",
       "weight": 0.8,
-      "_src": "debugzero_environment_rationale_39",
+      "_src": "debugzero_environment_rationale_41",
       "_tgt": "executor_executionresult",
-      "source": "debugzero_environment_rationale_39",
+      "source": "debugzero_environment_rationale_41",
       "target": "executor_executionresult",
       "confidence_score": 0.5
     },
@@ -2132,6 +2222,18 @@
       "target": "executor_execute_code",
       "confidence_score": 1.0
     },
+    {
+      "relation": "uses",
+      "confidence": "INFERRED",
+      "source_file": "C:\\Users\\astra\\Desktop\\hackon\\debugZero\\server\\debugZero_environment.py",
+      "source_location": "L26",
+      "weight": 0.8,
+      "_src": "debugzero_environment_rationale_39",
+      "_tgt": "executor_executionresult",
+      "confidence_score": 0.5,
+      "source": "executor_executionresult",
+      "target": "debugzero_environment_rationale_39"
+    },
     {
       "relation": "rationale_for",
       "confidence": "EXTRACTED",

server/app.py

@@ -39,10 +39,13 @@ except Exception as e:  # pragma: no cover
         "openenv is required for the web interface. Install dependencies with '\n    uv sync\n'"
     ) from e
 
-try:
+if __package__ == "server":
+    from models import DebugzeroAction, DebugzeroObservation
+    from .debugZero_environment import DebugzeroEnvironment
+elif __package__ and __package__.endswith(".server"):
     from ..models import DebugzeroAction, DebugzeroObservation
     from .debugZero_environment import DebugzeroEnvironment
-except ModuleNotFoundError:
+else:
     from models import DebugzeroAction, DebugzeroObservation
     from server.debugZero_environment import DebugzeroEnvironment
 

server/debugZero_environment.py

@@ -13,16 +13,18 @@ from uuid import uuid4
 from openenv.core.env_server.interfaces import Environment
 from openenv.core.env_server.types import State
 
-try:
+if __package__ == "server":
+    from models import DebugzeroAction, DebugzeroObservation, DebugzeroState
+elif __package__ and __package__.endswith(".server"):
     from ..models import DebugzeroAction, DebugzeroObservation, DebugzeroState
-except ImportError:
+else:
     from models import DebugzeroAction, DebugzeroObservation, DebugzeroState
 
-try:
+if __package__:
     from .executor import execute_code, ExecutionResult
     from .bug_injector import inject_bug
     from .plausibility import compute_ast_distance
-except ImportError:
+else:
     from executor import execute_code, ExecutionResult
     from bug_injector import inject_bug
     from plausibility import compute_ast_distance

server/requirements.txt

@@ -1,6 +1,4 @@
 openenv[core]>=0.2.0
 fastapi>=0.115.0
 uvicorn>=0.24.0
-
-
-
+thefuzz>=0.22.1