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62a3701 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 | """Export handler for comparison results."""
import csv
import json
from datetime import datetime
from io import StringIO
from typing import Any, Dict, List
class ExportHandler:
"""Handles exporting comparison results to various formats."""
@staticmethod
def export_to_json(
prompt: str,
tools_enabled: List[str],
comparisons: List[Dict[str, Any]],
) -> str:
"""Export comparison results to JSON format.
Args:
prompt: User prompt
tools_enabled: List of enabled tool names
comparisons: List of comparison results
Returns:
JSON string
"""
export_data = {
"timestamp": datetime.now().isoformat(),
"prompt": prompt,
"tools_enabled": tools_enabled,
"comparisons": [],
}
for comp in comparisons:
metrics = comp.get("metrics")
export_data["comparisons"].append(
{
"model": comp.get("model_name", "Unknown"),
"output": comp.get("output", ""),
"tools_called": comp.get("tools_used", []),
"metrics": metrics.to_dict() if hasattr(metrics, "to_dict") else {},
}
)
return json.dumps(export_data, indent=2)
@staticmethod
def export_to_csv(
prompt: str,
tools_enabled: List[str],
comparisons: List[Dict[str, Any]],
) -> str:
"""Export comparison results to CSV format.
Args:
prompt: User prompt
tools_enabled: List of enabled tool names
comparisons: List of comparison results
Returns:
CSV string
"""
output = StringIO()
writer = csv.writer(output)
# Write header
writer.writerow(
[
"Timestamp",
"Prompt",
"Tools Enabled",
"Model",
"Total Time (s)",
"Tokens/sec",
"Tokens Generated",
"Tool Calls",
"Tool Exec Time (s)",
"Success",
"Output Preview",
]
)
# Write data rows
timestamp = datetime.now().isoformat()
tools_str = ", ".join(tools_enabled)
for comp in comparisons:
metrics = comp.get("metrics")
if hasattr(metrics, "to_dict"):
metrics_dict = metrics.to_dict()
else:
metrics_dict = {}
output_preview = comp.get("output", "")[:100] + "..." if len(comp.get("output", "")) > 100 else comp.get("output", "")
writer.writerow(
[
timestamp,
prompt,
tools_str,
comp.get("model_name", "Unknown"),
metrics_dict.get("total_time", 0),
metrics_dict.get("tokens_per_second", 0),
metrics_dict.get("tokens_generated", 0),
metrics_dict.get("tool_calls_count", 0),
metrics_dict.get("tool_execution_time", 0),
metrics_dict.get("success", False),
output_preview,
]
)
return output.getvalue()
@staticmethod
def create_download_filename(format_type: str) -> str:
"""Create filename for download.
Args:
format_type: 'json' or 'csv'
Returns:
Filename with timestamp
"""
timestamp = datetime.now().strftime("%Y%m%d_%H%M%S")
return f"model_comparison_{timestamp}.{format_type}"
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