Upload 3 files
Browse files
plugins/outputs/chart_generator.py
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#!/usr/bin/env python3
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"""Chart Generation Plugin"""
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import plotly.express as px
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import plotly.graph_objects as go
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from typing import Dict, Any
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import pandas as pd
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import json
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class ChartGenerator:
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"""Generate interactive charts."""
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def create_chart_html(self, data: pd.DataFrame, chart_type: str, x: str, y: str = None,
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title: str = "Chart", color: str = None, **kwargs) -> str:
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if data.empty or x not in data.columns:
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return json.dumps({"error": "Invalid data"})
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try:
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if chart_type == "bar":
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fig = px.bar(data, x=x, y=y, title=title, color=color, **kwargs)
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elif chart_type == "line":
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fig = px.line(data, x=x, y=y, title=title, color=color, **kwargs)
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elif chart_type == "scatter":
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fig = px.scatter(data, x=x, y=y, title=title, color=color, **kwargs)
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elif chart_type == "pie":
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fig = px.pie(data, names=x, values=y, title=title, **kwargs)
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else:
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fig = px.bar(data, x=x, y=y, title=title)
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fig.update_layout(template="plotly_white", height=400)
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return fig.to_json()
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except Exception as e:
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return json.dumps({"error": str(e)})
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plugins/outputs/report_generator.py
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#!/usr/bin/env python3
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"""Report Generation Plugin"""
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from typing import Dict, Any, List
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from datetime import datetime
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class ReportGenerator:
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"""Generate formatted reports."""
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def generate_markdown_report(self, title: str, sections: List[Dict[str, Any]]) -> str:
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"""Generate markdown formatted report."""
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report = [f"# {title}", f"*Generated: {datetime.now().strftime('%Y-%m-%d %H:%M:%S')}*", ""]
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for section in sections:
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report.append(f"## {section.get('heading', 'Section')}")
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report.append(section.get('content', ''))
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report.append("")
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return "\n".join(report)
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def generate_summary(self, data: Dict[str, Any]) -> str:
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"""Generate executive summary."""
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summary = ["## Executive Summary", ""]
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for key, value in data.items():
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summary.append(f"**{key}:** {value}")
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return "\n".join(summary)
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plugins/outputs/table_formatter.py
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#!/usr/bin/env python3
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"""Table Formatting Plugin"""
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import pandas as pd
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from tabulate import tabulate
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class TableFormatter:
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"""Format DataFrames as tables."""
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def format_to_markdown(self, df: pd.DataFrame, headers: str = "keys") -> str:
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if df.empty:
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return "No data to display."
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return tabulate(df, headers=headers, tablefmt="github", showindex=False)
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def format_to_html(self, df: pd.DataFrame) -> str:
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if df.empty:
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return "No data to display."
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return df.to_html(index=False, classes="table-auto w-full text-left border")
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