outputting-csv.txt 6.0 KB

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  1. ==========================
  2. Outputting CSV with Django
  3. ==========================
  4. This document explains how to output CSV (Comma Separated Values) dynamically
  5. using Django views. To do this, you can either use the Python CSV library or the
  6. Django template system.
  7. Using the Python CSV library
  8. ============================
  9. Python comes with a CSV library, :mod:`csv`. The key to using it with Django is
  10. that the :mod:`csv` module's CSV-creation capability acts on file-like objects,
  11. and Django's :class:`~django.http.HttpResponse` objects are file-like objects.
  12. Here's an example::
  13. import csv
  14. from django.http import HttpResponse
  15. def some_view(request):
  16. # Create the HttpResponse object with the appropriate CSV header.
  17. response = HttpResponse(content_type='text/csv')
  18. response['Content-Disposition'] = 'attachment; filename="somefilename.csv"'
  19. writer = csv.writer(response)
  20. writer.writerow(['First row', 'Foo', 'Bar', 'Baz'])
  21. writer.writerow(['Second row', 'A', 'B', 'C', '"Testing"', "Here's a quote"])
  22. return response
  23. The code and comments should be self-explanatory, but a few things deserve a
  24. mention:
  25. * The response gets a special MIME type, :mimetype:`text/csv`. This tells
  26. browsers that the document is a CSV file, rather than an HTML file. If
  27. you leave this off, browsers will probably interpret the output as HTML,
  28. which will result in ugly, scary gobbledygook in the browser window.
  29. * The response gets an additional ``Content-Disposition`` header, which
  30. contains the name of the CSV file. This filename is arbitrary; call it
  31. whatever you want. It'll be used by browsers in the "Save as..." dialog, etc.
  32. * Hooking into the CSV-generation API is easy: Just pass ``response`` as the
  33. first argument to ``csv.writer``. The ``csv.writer`` function expects a
  34. file-like object, and :class:`~django.http.HttpResponse` objects fit the
  35. bill.
  36. * For each row in your CSV file, call ``writer.writerow``, passing it an
  37. :term:`iterable`.
  38. * The CSV module takes care of quoting for you, so you don't have to worry
  39. about escaping strings with quotes or commas in them. Just pass
  40. ``writerow()`` your raw strings, and it'll do the right thing.
  41. .. _streaming-csv-files:
  42. Streaming large CSV files
  43. -------------------------
  44. When dealing with views that generate very large responses, you might want to
  45. consider using Django's :class:`~django.http.StreamingHttpResponse` instead.
  46. For example, by streaming a file that takes a long time to generate you can
  47. avoid a load balancer dropping a connection that might have otherwise timed out
  48. while the server was generating the response.
  49. In this example, we make full use of Python generators to efficiently handle
  50. the assembly and transmission of a large CSV file::
  51. import csv
  52. from django.http import StreamingHttpResponse
  53. class Echo:
  54. """An object that implements just the write method of the file-like
  55. interface.
  56. """
  57. def write(self, value):
  58. """Write the value by returning it, instead of storing in a buffer."""
  59. return value
  60. def some_streaming_csv_view(request):
  61. """A view that streams a large CSV file."""
  62. # Generate a sequence of rows. The range is based on the maximum number of
  63. # rows that can be handled by a single sheet in most spreadsheet
  64. # applications.
  65. rows = (["Row {}".format(idx), str(idx)] for idx in range(65536))
  66. pseudo_buffer = Echo()
  67. writer = csv.writer(pseudo_buffer)
  68. response = StreamingHttpResponse((writer.writerow(row) for row in rows),
  69. content_type="text/csv")
  70. response['Content-Disposition'] = 'attachment; filename="somefilename.csv"'
  71. return response
  72. Using the template system
  73. =========================
  74. Alternatively, you can use the :doc:`Django template system </topics/templates>`
  75. to generate CSV. This is lower-level than using the convenient Python :mod:`csv`
  76. module, but the solution is presented here for completeness.
  77. The idea here is to pass a list of items to your template, and have the
  78. template output the commas in a :ttag:`for` loop.
  79. Here's an example, which generates the same CSV file as above::
  80. from django.http import HttpResponse
  81. from django.template import Context, loader
  82. def some_view(request):
  83. # Create the HttpResponse object with the appropriate CSV header.
  84. response = HttpResponse(content_type='text/csv')
  85. response['Content-Disposition'] = 'attachment; filename="somefilename.csv"'
  86. # The data is hard-coded here, but you could load it from a database or
  87. # some other source.
  88. csv_data = (
  89. ('First row', 'Foo', 'Bar', 'Baz'),
  90. ('Second row', 'A', 'B', 'C', '"Testing"', "Here's a quote"),
  91. )
  92. t = loader.get_template('my_template_name.txt')
  93. c = Context({
  94. 'data': csv_data,
  95. })
  96. response.write(t.render(c))
  97. return response
  98. The only difference between this example and the previous example is that this
  99. one uses template loading instead of the CSV module. The rest of the code --
  100. such as the ``content_type='text/csv'`` -- is the same.
  101. Then, create the template ``my_template_name.txt``, with this template code:
  102. .. code-block:: html+django
  103. {% for row in data %}"{{ row.0|addslashes }}", "{{ row.1|addslashes }}", "{{ row.2|addslashes }}", "{{ row.3|addslashes }}", "{{ row.4|addslashes }}"
  104. {% endfor %}
  105. This template is quite basic. It just iterates over the given data and displays
  106. a line of CSV for each row. It uses the :tfilter:`addslashes` template filter to
  107. ensure there aren't any problems with quotes.
  108. Other text-based formats
  109. ========================
  110. Notice that there isn't very much specific to CSV here -- just the specific
  111. output format. You can use either of these techniques to output any text-based
  112. format you can dream of. You can also use a similar technique to generate
  113. arbitrary binary data; see :doc:`/howto/outputting-pdf` for an example.