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Merbench evals cleanup #12

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Merbench evals cleanup #12

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223701f
refact: Add named args to preprocess script
andrewginns Jul 2, 2025
5b83398
chore: Remove top level results
andrewginns Jul 3, 2025
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4 changes: 2 additions & 2 deletions agents_mcp_usage/evaluations/mermaid_evals/README.md
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Original file line number Diff line number Diff line change
Expand Up @@ -102,8 +102,8 @@ The local dashboard (`merbench_ui.py`) provides:
```bash
# Convert CSV results to JSON format for the public Merbench website
uv run agents_mcp_usage/evaluations/mermaid_evals/scripts/preprocess_merbench_data.py \
mermaid_eval_results/<timestamp>_combined_results.csv \
agents_mcp_usage/evaluations/mermaid_evals/results/<timestamp>_processed.json
-i "mermaid_eval_results/<timestamp>_combined_results.csv" \
-o "agents_mcp_usage/evaluations/mermaid_evals/results/<timestamp>_processed.json"
```

## Evaluation Task & Test Cases
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28 changes: 26 additions & 2 deletions agents_mcp_usage/evaluations/mermaid_evals/scripts/preprocess_merbench_data.py
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Expand Up @@ -2,13 +2,16 @@
import pandas as pd
import json
import sys
import argparse
from datetime import datetime
from pathlib import Path

# Add parent directory to path to import modules
sys.path.append(str(Path(__file__).parent.parent))

from agents_mcp_usage.evaluations.mermaid_evals.dashboard_config import DEFAULT_CONFIG
from agents_mcp_usage.evaluations.mermaid_evals.schemas import DashboardConfig
from agents_mcp_usage.utils import get_project_root

def parse_metric_details(metric_details_str):
"""Safely parse JSON string from Metric_details column."""
Expand Down Expand Up @@ -158,8 +161,29 @@ def extract_provider(model_name):
return output_data

def main():
csv_path = "/home/ubuntu/projects/agents-mcp-usage/mermaid_eval_results/Jun_gemini_results.csv"
output_path = "/home/ubuntu/projects/agents-mcp-usage/agents_mcp_usage/evaluations/mermaid_evals/results/Jun_gemini_results_processed.json"
parser = argparse.ArgumentParser(description="Process CSV evaluation results for static site")
parser.add_argument("-i", "--input_csv", nargs="?", help="Path to input CSV file", default=None)
parser.add_argument("-o", "--output_json", nargs="?", help="Path to output JSON file", default=None)

args = parser.parse_args()

project_root = get_project_root()
current_month = datetime.now().strftime("%b").lower()

# Set default paths if not provided
if args.input_csv:
csv_path = Path(args.input_csv)
if not csv_path.is_absolute():
csv_path = project_root / csv_path
else:
csv_path = project_root / "mermaid_eval_results" / f"{current_month}_gemini_results.csv"

if args.output_json:
output_path = Path(args.output_json)
if not output_path.is_absolute():
output_path = project_root / output_path
else:
output_path = project_root / "agents_mcp_usage" / "evaluations" / "mermaid_evals" / "results" / f"{current_month}_gemini_results_processed.json"

print(f"Processing {csv_path}...")
data = process_csv_for_static_site(csv_path)
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