From 62dd98f1e5cf83d6e74798ce83dc743228baa718 Mon Sep 17 00:00:00 2001 From: Ihenna Anoliefo Date: Thu, 30 Oct 2025 17:05:33 -0400 Subject: [PATCH 1/8] Create main.tf --- terraform/main.tf | 1 + 1 file changed, 1 insertion(+) create mode 100644 terraform/main.tf diff --git a/terraform/main.tf b/terraform/main.tf new file mode 100644 index 0000000..8b13789 --- /dev/null +++ b/terraform/main.tf @@ -0,0 +1 @@ + From 678e3ccb8675b18e16893386df258624d798b85d Mon Sep 17 00:00:00 2001 From: Ihenna Anoliefo Date: Thu, 30 Oct 2025 17:09:19 -0400 Subject: [PATCH 2/8] Delete terraform directory --- terraform/main.tf | 1 - 1 file changed, 1 deletion(-) delete mode 100644 terraform/main.tf diff --git a/terraform/main.tf b/terraform/main.tf deleted file mode 100644 index 8b13789..0000000 --- a/terraform/main.tf +++ /dev/null @@ -1 +0,0 @@ - From e461dfa779c69906425e77631386414b292b57e3 Mon Sep 17 00:00:00 2001 From: samekiflu <118139051+samekiflu@users.noreply.github.com> Date: Thu, 30 Oct 2025 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direct invocation for local testing + + # Get URLs from request body + urls = body.get("urls", []) + + # Initialize the evaluator + evaluator = ModelEvaluator() + evaluator.setup_logging() + + # Run evaluation on the URLs + results = evaluator.evaluate_urls(urls) + + # Return results + return { + 'statusCode': 200, + 'body': json.dumps(results) + } + + except Exception as e: + return { + 'statusCode': 500, + 'body': json.dumps({'error': str(e)}) + } + + +# Optional: local test block +if __name__ == "__main__": + test_event = { + "urls": [ + "https://huggingface.co/google-bert/bert-base-uncased", + "https://huggingface.co/datasets/squad", + "https://github.com/google-research/bert" + ] + } + + print(lambda_handler(test_event, None)) diff --git a/metrics/__pycache__/__init__.cpython-312.pyc b/metrics/__pycache__/__init__.cpython-312.pyc new file mode 100644 index 0000000000000000000000000000000000000000..f7ef7806e214c8f2f2ee02d95626a9a498845fac GIT binary patch literal 838 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samekiflu <118139051+samekiflu@users.noreply.github.com> Date: Sun, 2 Nov 2025 21:37:42 -0500 Subject: [PATCH 4/8] Add evaluate.py and complete FastAPI backend --- __pycache__/main.cpython-312.pyc | Bin 0 -> 2558 bytes __pycache__/main.cpython-313.pyc | Bin 0 -> 2604 bytes __pycache__/model_evaluator.cpython-312.pyc | Bin 16278 -> 0 bytes __pycache__/model_evaluator.cpython-313.pyc | Bin 16399 -> 0 bytes __pycache__/resource_handlers.cpython-312.pyc | Bin 301 -> 0 bytes __pycache__/resource_handlers.cpython-313.pyc | Bin 301 -> 0 bytes __pycache__/url_classifier.cpython-312.pyc | Bin 2447 -> 0 bytes __pycache__/url_classifier.cpython-313.pyc | Bin 2451 -> 0 bytes evaluate.py | 50 +++++++++++++++ lambda_function.py | 54 ++++++++++++++++ lambda_handler.py | 45 ------------- main.py | 59 ++++++++++++++++++ model_evaluator_lambda.zip | Bin 0 -> 5504 bytes requirements.txt | 34 +++++++++- url_classifier.py | 4 +- 15 files changed, 197 insertions(+), 49 deletions(-) create mode 100644 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expects 'text' and 'label' columns + texts = df["text"].tolist() + labels = df["label"].tolist() + + # Load tokenizer and model from current directory + tokenizer = AutoTokenizer.from_pretrained(".") + model = AutoModelForSequenceClassification.from_pretrained(".") + model.eval() + + preds = [] + + with torch.no_grad(): + for text in tqdm(texts, desc="Evaluating"): + inputs = tokenizer(text, return_tensors="pt", truncation=True, padding=True) + outputs = model(**inputs) + logits = outputs.logits + pred = torch.argmax(logits, dim=1).item() + preds.append(pred) + + # Compute metrics + accuracy = accuracy_score(labels, preds) + precision = precision_score(labels, preds, average="weighted", zero_division=0) + recall = recall_score(labels, preds, average="weighted", zero_division=0) + f1 = f1_score(labels, preds, average="weighted", zero_division=0) + + # Save to results.json + results = { + "accuracy": round(accuracy, 4), + "precision": round(precision, 4), + "recall": round(recall, 4), + "f1_score": round(f1, 4) + } + + with open("results.json", "w") as f: + json.dump(results, f) + + print("✅ Evaluation complete. Results saved to results.json") + +if __name__ == "__main__": + evaluate() diff --git a/lambda_function.py b/lambda_function.py new file mode 100644 index 0000000..771ef78 --- /dev/null +++ b/lambda_function.py @@ -0,0 +1,54 @@ +import json +from model_evaluator import ModelEvaluator + +def lambda_handler(event=None, context=None): + evaluator = ModelEvaluator() + evaluator.setup_logging() + + try: + # 1. Parse URLs dynamically from event["body"] + if event and "body" in event: + body = event["body"] + # Handle both stringified JSON and direct dict + if isinstance(body, str): + body = json.loads(body) + else: + body = {} + + urls = body.get("urls") if isinstance(body, dict) else None + + # 🛠️ 2. Validate input + if not urls or not isinstance(urls, list): + return { + "statusCode": 400, + "body": {"error": "Missing or invalid 'urls' in request body. Expected: {'urls': ['url1', 'url2']}."} + } + + # ⚙️ 3. Run evaluation + results = evaluator.evaluate_urls(urls) + + # 4. Return pretty JSON + return { + "statusCode": 200, + "body": results + } + + except Exception as e: + # Handle unexpected errors gracefully + return { + "statusCode": 500, + "body": {"error": str(e)} + } + +# 🎯 Local testing (run from terminal) +if __name__ == "__main__": + # Example event for local test + test_event = { + "body": json.dumps({ + "urls": ["https://huggingface.co/google-bert/bert-base-uncased"] + }) + } + + response = lambda_handler(test_event) + print(json.dumps(response, indent=2)) + diff --git a/lambda_handler.py b/lambda_handler.py deleted file mode 100644 index 001d41b..0000000 --- a/lambda_handler.py +++ /dev/null @@ -1,45 +0,0 @@ -import json -from model_evaluator import ModelEvaluator # Import the class, not a function - -def lambda_handler(event, context): - try: - # Parse input - if 'body' in event: - body = json.loads(event['body']) if isinstance(event['body'], str) else event['body'] - else: - body = event # direct invocation for local testing - - # Get URLs from request body - urls = body.get("urls", []) - - # Initialize the evaluator - evaluator = ModelEvaluator() - evaluator.setup_logging() - - # Run evaluation on the URLs - results = evaluator.evaluate_urls(urls) - - # Return results - return { - 'statusCode': 200, - 'body': json.dumps(results) - } - - except Exception as e: - return { - 'statusCode': 500, - 'body': json.dumps({'error': str(e)}) - } - - -# Optional: local test block -if __name__ == "__main__": - test_event = { - "urls": [ - "https://huggingface.co/google-bert/bert-base-uncased", - "https://huggingface.co/datasets/squad", - "https://github.com/google-research/bert" - ] - } - - print(lambda_handler(test_event, None)) diff --git a/main.py b/main.py new file mode 100644 index 0000000..71c6972 --- /dev/null +++ b/main.py @@ -0,0 +1,59 @@ +from fastapi import FastAPI, HTTPException +from pydantic import BaseModel +import subprocess +import os +import shutil +import uuid +import json + +app = FastAPI() + +class EvaluationRequest(BaseModel): + repo_url: str + model_type: str # e.g., "classification", "regression" + +@app.post("/evaluate") +def evaluate_model(req: EvaluationRequest): + # Step 1: Setup temp directory + repo_id = str(uuid.uuid4()) + clone_path = f"temp_repos/{repo_id}" + os.makedirs(clone_path, exist_ok=True) + + try: + # Step 2: Clone repo + subprocess.run( + ["git", "clone", req.repo_url, clone_path], + check=True + ) + + # Step 3: Assume eval script exists: `python evaluate.py --output results.json` + eval_script = os.path.join(clone_path, "evaluate.py") + results_path = os.path.join(clone_path, "results.json") + + if not os.path.isfile(eval_script): + raise HTTPException(status_code=404, detail="evaluate.py not found in repo") + + subprocess.run( + ["python", eval_script, "--output", results_path], + check=True, + cwd=clone_path + ) + + # Step 4: Load evaluation results + with open(results_path, "r") as f: + results = json.load(f) + + return { + "status": "success", + "model_type": req.model_type, + "metrics": results + } + + except subprocess.CalledProcessError as e: + raise HTTPException(status_code=500, detail=f"Command failed: {e}") + except Exception as e: + raise HTTPException(status_code=500, detail=str(e)) + finally: + # Step 5: Cleanup + shutil.rmtree(clone_path, ignore_errors=True) + diff --git a/model_evaluator_lambda.zip b/model_evaluator_lambda.zip new file mode 100644 index 0000000000000000000000000000000000000000..d3c5c98b528b66294470ed378a8c072ba3eb1cc6 GIT binary patch literal 5504 zcmeI0^-~o5_Q#i4R%%f|T39+=x*H^9>5i4|mRv#<|Y0OFHuExf5I1{-hzfHNQf za0|cyaJTWWwYRZyw(+!gckqFF2N@X>0`P=4K`y_`A3+Sj!9T$P0RAf?#Zb$0LVH;~(vU3W!Ii0QmalOG3B27^QeGK%i6WsJO-p|`_4e~^Yb~=*(peuyC_rs_STih3 zgfC4+CjIQ}1LktS#OP}`sL9b(a`#L#Z~JS~C`im66HFM3j7132m)eGr9?|iH6`qd*-KGrL|Sn$yy0-TAugb zpBU*f)iMq0tBEx6vaQ{F<;&V+}d+ zoRKI3^iZC!aM-srDxZ_{lWYBb6yxeKgd|4v#ItJ(x+8eCIX{ExcpMh}kN}gu%wDJd z4Vk@H$D2ZW@OA{fNW7dA18J%WiF4&?Ox@pSyGY~naI(~G?4^*9mZX(4I!H6F+A|q)c&|ZABk~(*$voefwS9|g zLHQo;9wZd5n-R=p!vh6M&Axtjl(Kn_De@1g@=R+@%t@`sP>c*%m}y zRiJ4$p)Y4cZ8*toyC%X%-?FYKwdYV9y}en3%9v&gaXB9^fW~i5H#iE>4NG_Q@f2|L zPQEoRr$Wdmd#Ir|5&a~Lfwg%$bMpd&0&5kxdJE?4E*zy7us~uFn)>=^_b)w-Vt4e< z-gqj$G}vkA(ETR>s&SSUc}fnklwbfrKnwsN{{?`Dm%W3#l|z7yyT6T}*B=B-;<nt&T(F={5-2D z4{Mr7vkCZ`KPaNLZCx~a@G`*3%a{sgTxBAZE8Gmf?Jx|rH+nf+rn!8*7Ak9NQejRd zIjV|kFmtfg>A5WB@i~&^{q75~fhK$ot(cx-JW!99arvyjeu9{u)Z*sp!35|L<%B`w zQK$;_j214nXC@Ez`NGZa>MNJ0!fHxmMIER(X{&f7Ul)i(hJ9$4s1a8~1hrZcM&bO7 zFVVc$wj7iZ_r>Shu!!YCWdZ+P&@ivw{4NE;l|L+6Z6@PIds!^M%7f2E>_Gt`kHW}v z;S5XPvKA1KHBjEI3Szt$_VVM|ve-m(jq*CR98m_8;GEq)EeSzx(~y}S2eIB1yPSejH9jN<_^-Eb=jYMj5<(fqKJu&(k z_G>!%+Z)sZQ<0zA91Tv-^2zb#Z-}6qY<5B*bmwDW6@dTyPyrHlmJ&Nx8R`?@Lc*%V zChXS79@&K2(Gf-0Pr^T91XR)0QzPlMPQ5wKT?hF?9g{z`6J;7~t#`xyB$UbrqIfokgVk(bLdxs$>w-TZU8L`7b8tv0WyQWWC8Pc1=w45t&)}a1k_-X@y}ZopSfB)Uu$jQ; 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Expected: {'urls': ['url1', 'url2']}."} } - # ⚙️ 3. Run evaluation + # 3. Run evaluation results = evaluator.evaluate_urls(urls) # 4. Return pretty JSON @@ -40,7 +40,7 @@ def lambda_handler(event=None, context=None): "body": {"error": str(e)} } -# 🎯 Local testing (run from terminal) +# Local testing (run from terminal) if __name__ == "__main__": # Example event for local test test_event = { From a96fcb47feebcfa1413d37c1577dcb9e1b55daf3 Mon Sep 17 00:00:00 2001 From: samekiflu <118139051+samekiflu@users.noreply.github.com> Date: Tue, 4 Nov 2025 11:32:09 -0500 Subject: [PATCH 6/8] Update evaluate.py --- evaluate.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/evaluate.py b/evaluate.py index 0dc6c35..468a6d7 100644 --- a/evaluate.py +++ b/evaluate.py @@ -44,7 +44,7 @@ def evaluate(): with open("results.json", "w") as f: json.dump(results, f) - print("✅ Evaluation complete. Results saved to results.json") + print("Evaluation complete. Results saved to results.json") if __name__ == "__main__": evaluate() From 736cf3b6b5c7f9419858b78e3872e1d9439720b8 Mon Sep 17 00:00:00 2001 From: samekiflu <118139051+samekiflu@users.noreply.github.com> Date: Thu, 20 Nov 2025 00:16:27 -0500 Subject: [PATCH 7/8] Rewrite FastAPI backend --- main.py | 94 ++++++++++++++++++++++++++++++++++++++++++--------------- 1 file changed, 69 insertions(+), 25 deletions(-) diff --git a/main.py b/main.py index 71c6972..40d75a9 100644 --- a/main.py +++ b/main.py @@ -6,54 +6,98 @@ import uuid import json -app = FastAPI() +app = FastAPI( + title="SWE Model Evaluation Backend", + description="Backend service for Phase 2 – evaluates GitHub model repos.", + version="1.0.0" +) +# ============================ +# Root Endpoint +# ============================ +@app.get("/") +def root(): + return {"message": "FastAPI backend is running on EC2!"} + +# ============================ +# Health Check +# ============================ +@app.get("/health") +def health(): + return {"status": "ok"} + +# ============================ +# Request Model +# ============================ class EvaluationRequest(BaseModel): - repo_url: str - model_type: str # e.g., "classification", "regression" + repo_url: str # GitHub repo URL + model_type: str | None = None # optional, for metadata +# ============================ +# Evaluation Endpoint +# ============================ @app.post("/evaluate") -def evaluate_model(req: EvaluationRequest): - # Step 1: Setup temp directory +def evaluate(req: EvaluationRequest): + + # Create a unique temp folder repo_id = str(uuid.uuid4()) clone_path = f"temp_repos/{repo_id}" os.makedirs(clone_path, exist_ok=True) try: - # Step 2: Clone repo - subprocess.run( - ["git", "clone", req.repo_url, clone_path], - check=True - ) + # Step 1 — Clone Repository + clone_cmd = ["git", "clone", req.repo_url, clone_path] + result = subprocess.run(clone_cmd, capture_output=True, text=True) - # Step 3: Assume eval script exists: `python evaluate.py --output results.json` - eval_script = os.path.join(clone_path, "evaluate.py") - results_path = os.path.join(clone_path, "results.json") + if result.returncode != 0: + raise HTTPException( + status_code=400, + detail=f"Failed to clone repo: {result.stderr}" + ) + # Step 2 — Verify evaluate.py exists + eval_script = os.path.join(clone_path, "evaluate.py") if not os.path.isfile(eval_script): - raise HTTPException(status_code=404, detail="evaluate.py not found in repo") + raise HTTPException( + status_code=404, + detail="evaluate.py was not found in the repo." + ) - subprocess.run( - ["python", eval_script, "--output", results_path], - check=True, - cwd=clone_path + # Output file path + results_path = os.path.join(clone_path, "results.json") + + # Step 3 — Run evaluation script + eval_cmd = ["python3", eval_script, "--output", results_path] + result = subprocess.run( + eval_cmd, capture_output=True, text=True, cwd=clone_path ) - # Step 4: Load evaluation results + if result.returncode != 0: + raise HTTPException( + status_code=500, + detail=f"Evaluation failed: {result.stderr}" + ) + + # Step 4 — Read results.json + if not os.path.exists(results_path): + raise HTTPException( + status_code=500, + detail="Evaluation script did not create results.json" + ) + with open(results_path, "r") as f: - results = json.load(f) + metrics = json.load(f) return { "status": "success", + "repo": req.repo_url, "model_type": req.model_type, - "metrics": results + "metrics": metrics } - except subprocess.CalledProcessError as e: - raise HTTPException(status_code=500, detail=f"Command failed: {e}") except Exception as e: raise HTTPException(status_code=500, detail=str(e)) + finally: - # Step 5: Cleanup + # Step 5 — Cleanup folder shutil.rmtree(clone_path, ignore_errors=True) - From 82d21d54ddebfd547477c1659120284f696aeb57 Mon Sep 17 00:00:00 2001 From: samekiflu <118139051+samekiflu@users.noreply.github.com> Date: Thu, 20 Nov 2025 09:46:54 -0500 Subject: [PATCH 8/8] Fix Python 3.9 compatibility for model_type --- main.py | 24 +++--------------------- 1 file changed, 3 insertions(+), 21 deletions(-) diff --git a/main.py b/main.py index 40d75a9..9b08f26 100644 --- a/main.py +++ b/main.py @@ -1,5 +1,6 @@ from fastapi import FastAPI, HTTPException from pydantic import BaseModel +from typing import Optional import subprocess import os import shutil @@ -12,40 +13,26 @@ version="1.0.0" ) -# ============================ -# Root Endpoint -# ============================ @app.get("/") def root(): return {"message": "FastAPI backend is running on EC2!"} -# ============================ -# Health Check -# ============================ @app.get("/health") def health(): return {"status": "ok"} -# ============================ -# Request Model -# ============================ class EvaluationRequest(BaseModel): - repo_url: str # GitHub repo URL - model_type: str | None = None # optional, for metadata + repo_url: str + model_type: Optional[str] = None -# ============================ -# Evaluation Endpoint -# ============================ @app.post("/evaluate") def evaluate(req: EvaluationRequest): - # Create a unique temp folder repo_id = str(uuid.uuid4()) clone_path = f"temp_repos/{repo_id}" os.makedirs(clone_path, exist_ok=True) try: - # Step 1 — Clone Repository clone_cmd = ["git", "clone", req.repo_url, clone_path] result = subprocess.run(clone_cmd, capture_output=True, text=True) @@ -55,7 +42,6 @@ def evaluate(req: EvaluationRequest): detail=f"Failed to clone repo: {result.stderr}" ) - # Step 2 — Verify evaluate.py exists eval_script = os.path.join(clone_path, "evaluate.py") if not os.path.isfile(eval_script): raise HTTPException( @@ -63,10 +49,8 @@ def evaluate(req: EvaluationRequest): detail="evaluate.py was not found in the repo." ) - # Output file path results_path = os.path.join(clone_path, "results.json") - # Step 3 — Run evaluation script eval_cmd = ["python3", eval_script, "--output", results_path] result = subprocess.run( eval_cmd, capture_output=True, text=True, cwd=clone_path @@ -78,7 +62,6 @@ def evaluate(req: EvaluationRequest): detail=f"Evaluation failed: {result.stderr}" ) - # Step 4 — Read results.json if not os.path.exists(results_path): raise HTTPException( status_code=500, @@ -99,5 +82,4 @@ def evaluate(req: EvaluationRequest): raise HTTPException(status_code=500, detail=str(e)) finally: - # Step 5 — Cleanup folder shutil.rmtree(clone_path, ignore_errors=True)