| ======================== |
| How to create CSV output |
| ======================== |
|
|
| This document explains how to output CSV (Comma Separated Values) dynamically |
| using Django views. To do this, you can either use the Python CSV library or the |
| Django template system. |
|
|
| Using the Python CSV library |
| ============================ |
|
|
| Python comes with a CSV library, :mod:`csv`. The key to using it with Django is |
| that the :mod:`csv` module's CSV-creation capability acts on file-like objects, |
| and Django's :class:`~django.http.HttpResponse` objects are file-like objects. |
|
|
| Here's an example:: |
|
|
| import csv |
| from django.http import HttpResponse |
|
|
|
|
| def some_view(request): |
| # Create the HttpResponse object with the appropriate CSV header. |
| response = HttpResponse( |
| content_type="text/csv", |
| headers={"Content-Disposition": 'attachment; filename="somefilename.csv"'}, |
| ) |
|
|
| writer = csv.writer(response) |
| writer.writerow(["First row", "Foo", "Bar", "Baz"]) |
| writer.writerow(["Second row", "A", "B", "C", '"Testing"', "Here's a quote"]) |
|
|
| return response |
|
|
| The code and comments should be self-explanatory, but a few things deserve a |
| mention: |
|
|
| * The response gets a special MIME type, :mimetype:`text/csv`. This tells |
| browsers that the document is a CSV file, rather than an HTML file. If |
| you leave this off, browsers will probably interpret the output as HTML, |
| which will result in ugly, scary gobbledygook in the browser window. |
|
|
| * The response gets an additional ``Content-Disposition`` header, which |
| contains the name of the CSV file. This filename is arbitrary; call it |
| whatever you want. It'll be used by browsers in the "Save as..." dialog, etc. |
|
|
| * You can hook into the CSV-generation API by passing ``response`` as the first |
| argument to ``csv.writer``. The ``csv.writer`` function expects a file-like |
| object, and :class:`~django.http.HttpResponse` objects fit the bill. |
|
|
| * For each row in your CSV file, call ``writer.writerow``, passing it an |
| :term:`iterable`. |
|
|
| * The CSV module takes care of quoting for you, so you don't have to worry |
| about escaping strings with quotes or commas in them. Pass ``writerow()`` |
| your raw strings, and it'll do the right thing. |
|
|
| .. _streaming-csv-files: |
|
|
| Streaming large CSV files |
| ------------------------- |
|
|
| When dealing with views that generate very large responses, you might want to |
| consider using Django's :class:`~django.http.StreamingHttpResponse` instead. |
| For example, by streaming a file that takes a long time to generate you can |
| avoid a load balancer dropping a connection that might have otherwise timed out |
| while the server was generating the response. |
|
|
| In this example, we make full use of Python generators to efficiently handle |
| the assembly and transmission of a large CSV file:: |
|
|
| import csv |
|
|
| from django.http import StreamingHttpResponse |
|
|
|
|
| class Echo: |
| """An object that implements just the write method of the file-like |
| interface. |
| """ |
|
|
| def write(self, value): |
| """Write the value by returning it, instead of storing in a buffer.""" |
| return value |
|
|
|
|
| def some_streaming_csv_view(request): |
| """A view that streams a large CSV file.""" |
| # Generate a sequence of rows. The range is based on the maximum number of |
| # rows that can be handled by a single sheet in most spreadsheet |
| # applications. |
| rows = (["Row {}".format(idx), str(idx)] for idx in range(65536)) |
| pseudo_buffer = Echo() |
| writer = csv.writer(pseudo_buffer) |
| return StreamingHttpResponse( |
| (writer.writerow(row) for row in rows), |
| content_type="text/csv", |
| headers={"Content-Disposition": 'attachment; filename="somefilename.csv"'}, |
| ) |
|
|
| Using the template system |
| ========================= |
|
|
| Alternatively, you can use the :doc:`Django template system </topics/templates>` |
| to generate CSV. This is lower-level than using the convenient Python :mod:`csv` |
| module, but the solution is presented here for completeness. |
|
|
| The idea here is to pass a list of items to your template, and have the |
| template output the commas in a :ttag:`for` loop. |
|
|
| Here's an example, which generates the same CSV file as above:: |
|
|
| from django.http import HttpResponse |
| from django.template import loader |
|
|
|
|
| def some_view(request): |
| # Create the HttpResponse object with the appropriate CSV header. |
| response = HttpResponse( |
| content_type="text/csv", |
| headers={"Content-Disposition": 'attachment; filename="somefilename.csv"'}, |
| ) |
|
|
| # The data is hard-coded here, but you could load it from a database or |
| # some other source. |
| csv_data = ( |
| ("First row", "Foo", "Bar", "Baz"), |
| ("Second row", "A", "B", "C", '"Testing"', "Here's a quote"), |
| ) |
|
|
| t = loader.get_template("my_template_name.txt") |
| c = {"data": csv_data} |
| response.write(t.render(c)) |
| return response |
|
|
| The only difference between this example and the previous example is that this |
| one uses template loading instead of the CSV module. The rest of the code -- |
| such as the ``content_type='text/csv'`` -- is the same. |
|
|
| Then, create the template ``my_template_name.txt``, with this template code: |
|
|
| .. code-block:: html+django |
|
|
| {% for row in data %}"{{ row.0|addslashes }}", "{{ row.1|addslashes }}", "{{ row.2|addslashes }}", "{{ row.3|addslashes }}", "{{ row.4|addslashes }}" |
| {% endfor %} |
|
|
| This short template iterates over the given data and displays a line of CSV for |
| each row. It uses the :tfilter:`addslashes` template filter to ensure there |
| aren't any problems with quotes. |
|
|
| Other text-based formats |
| ======================== |
|
|
| Notice that there isn't very much specific to CSV here -- just the specific |
| output format. You can use either of these techniques to output any text-based |
| format you can dream of. You can also use a similar technique to generate |
| arbitrary binary data; see :doc:`/howto/outputting-pdf` for an example. |
|
|