outputting-csv.txt 5.9 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. * You can hook into the CSV-generation API by passing ``response`` as the first
  33. argument to ``csv.writer``. The ``csv.writer`` function expects a file-like
  34. object, and :class:`~django.http.HttpResponse` objects fit the bill.
  35. * For each row in your CSV file, call ``writer.writerow``, passing it an
  36. :term:`iterable`.
  37. * The CSV module takes care of quoting for you, so you don't have to worry
  38. about escaping strings with quotes or commas in them. Pass ``writerow()``
  39. your raw strings, and it'll do the right thing.
  40. .. _streaming-csv-files:
  41. Streaming large CSV files
  42. -------------------------
  43. When dealing with views that generate very large responses, you might want to
  44. consider using Django's :class:`~django.http.StreamingHttpResponse` instead.
  45. For example, by streaming a file that takes a long time to generate you can
  46. avoid a load balancer dropping a connection that might have otherwise timed out
  47. while the server was generating the response.
  48. In this example, we make full use of Python generators to efficiently handle
  49. the assembly and transmission of a large CSV file::
  50. import csv
  51. from django.http import StreamingHttpResponse
  52. class Echo:
  53. """An object that implements just the write method of the file-like
  54. interface.
  55. """
  56. def write(self, value):
  57. """Write the value by returning it, instead of storing in a buffer."""
  58. return value
  59. def some_streaming_csv_view(request):
  60. """A view that streams a large CSV file."""
  61. # Generate a sequence of rows. The range is based on the maximum number of
  62. # rows that can be handled by a single sheet in most spreadsheet
  63. # applications.
  64. rows = (["Row {}".format(idx), str(idx)] for idx in range(65536))
  65. pseudo_buffer = Echo()
  66. writer = csv.writer(pseudo_buffer)
  67. response = StreamingHttpResponse((writer.writerow(row) for row in rows),
  68. content_type="text/csv")
  69. response['Content-Disposition'] = 'attachment; filename="somefilename.csv"'
  70. return response
  71. Using the template system
  72. =========================
  73. Alternatively, you can use the :doc:`Django template system </topics/templates>`
  74. to generate CSV. This is lower-level than using the convenient Python :mod:`csv`
  75. module, but the solution is presented here for completeness.
  76. The idea here is to pass a list of items to your template, and have the
  77. template output the commas in a :ttag:`for` loop.
  78. Here's an example, which generates the same CSV file as above::
  79. from django.http import HttpResponse
  80. from django.template import Context, loader
  81. def some_view(request):
  82. # Create the HttpResponse object with the appropriate CSV header.
  83. response = HttpResponse(content_type='text/csv')
  84. response['Content-Disposition'] = 'attachment; filename="somefilename.csv"'
  85. # The data is hard-coded here, but you could load it from a database or
  86. # some other source.
  87. csv_data = (
  88. ('First row', 'Foo', 'Bar', 'Baz'),
  89. ('Second row', 'A', 'B', 'C', '"Testing"', "Here's a quote"),
  90. )
  91. t = loader.get_template('my_template_name.txt')
  92. c = Context({
  93. 'data': csv_data,
  94. })
  95. response.write(t.render(c))
  96. return response
  97. The only difference between this example and the previous example is that this
  98. one uses template loading instead of the CSV module. The rest of the code --
  99. such as the ``content_type='text/csv'`` -- is the same.
  100. Then, create the template ``my_template_name.txt``, with this template code:
  101. .. code-block:: html+django
  102. {% for row in data %}"{{ row.0|addslashes }}", "{{ row.1|addslashes }}", "{{ row.2|addslashes }}", "{{ row.3|addslashes }}", "{{ row.4|addslashes }}"
  103. {% endfor %}
  104. This short template iterates over the given data and displays a line of CSV for
  105. each row. It uses the :tfilter:`addslashes` template filter to ensure there
  106. aren't any problems with quotes.
  107. Other text-based formats
  108. ========================
  109. Notice that there isn't very much specific to CSV here -- just the specific
  110. output format. You can use either of these techniques to output any text-based
  111. format you can dream of. You can also use a similar technique to generate
  112. arbitrary binary data; see :doc:`/howto/outputting-pdf` for an example.