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Librería para generar gráficos y visualizar imágenes en tiempo real en remoto

Project description

📊 PyVmote

PyVmote es una librería de Python para la generación y visualización remota de gráficos, tanto estáticos como interactivos, usando un servidor FastAPI. Permite visualizar gráficas directamente desde tu navegador incluso cuando trabajas en un entorno remoto (como SSH), gracias a su sistema de forwarding de puertos y WebSocket en tiempo real.


🚀 Características principales

  • 📈 Soporte para múltiples tipos de gráficos:

    • Line plot
    • Scatter plot
    • Bar plot
    • Histogram
    • Boxplot
    • Curvas de densidad (KDE)
  • 🌐 Servidor web integrado con FastAPI

  • ⚡ Recarga automática de gráficos mediante WebSocket

  • 🌍 Visualización remota con un simple túnel SSH

  • 🖱️ Soporte para gráficos interactivos con mpld3

  • 📸 Exportación de gráficos a formatos png, jpg, svg, pdf, etc.

  • 🧠 Historial de gráficos generado automáticamente


🚀 Fujo de trabajo

  • import Pyvmote as p
  • p.start_server(port) port exameple 3000
  • p.line_plot(), p.scatter_plot(), p.box_plot(), p.bar_plot(), p.hist_plot(), p.density_plot() this will generate the graphs in the web server
  • p.export_graph(title, extension, target_folder) title is also the name of the file image, extension = ["png", "jpg", "jpeg", "svg", "pdf"], target_folder = where do you want to save the photo
  • p.stop_server()

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