Returning Matplotlib image as string
Django's HttpResponse
object supports file-like API and you can pass a file-object to savefig.
response = HttpResponse(mimetype="image/png")# create your image as usual, e.g. pylab.plot(...)pylab.savefig(response, format="png")return response
Hence, you can return the image directly in the HttpResponse
.
what about cStringIO?
import pylabimport cStringIOpylab.plot([3,7,2,1])output = cStringIO.StringIO()pylab.savefig('test.png', dpi=75)pylab.savefig(output, dpi=75)print output.getvalue() == open('test.png', 'rb').read() # True
There is a recipe in the Matplotlib Cookbook that does exactly this. At its core, it looks like:
def simple(request): from matplotlib.backends.backend_agg import FigureCanvasAgg as FigureCanvas from matplotlib.figure import Figure fig=Figure() ax=fig.add_subplot(111) ax.plot(range(10), range(10), '-') canvas=FigureCanvas(fig) response=django.http.HttpResponse(content_type='image/png') canvas.print_png(response) return response
Put that in your views file, point your URL to it, and you're off and running.
Edit: As noted, this is a simplified version of a recipe in the cookbook. However, it looks like there is a difference between calling print_png
and savefig
, at least in the initial test that I did. Calling fig.savefig(response, format='png')
gave an image with that was larger and had a white background, while the original canvas.print_png(response)
gave a slightly smaller image with a grey background. So, I would replace the last few lines above with:
canvas=FigureCanvas(fig) response=django.http.HttpResponse(content_type='image/png') fig.savefig(response, format='png') return response
You still need to have the canvas instantiated, though.