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Fetches and converts data between Facebook, Google+, Instagram, and Twitter native APIs, ActivityStreams, microformats2 HTML and JSON, Atom, and more.
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granary Circle CI Coverage Status

Free yourself from silo API chaff and expose the sweet social data foodstuff inside in standard formats and protocols!


Granary is a library and REST API that converts between a wide variety of formats:

Try out the interactive demo:

License: This project is placed in the public domain.


All dependencies are handled by pip and enumerated in requirements.txt. We recommend that you install with pip in a virtualenv. (App Engine details.)

The library and REST API are both based on the OpenSocial Activity Streams service.

Let's start with an example. This code using the library:

from granary import twitter

is equivalent to this HTTP GET request:

They return the authenticated user's Twitter stream, ie tweets from the people they follow. Here's the JSON output:

  "itemsPerPage": 10,
  "startIndex": 0,
  "totalResults": 12,
  "items": [{
      "verb": "post",
      "id": ",2013:374272979578150912",
      "url": "",
      "content": "Getting stuff for barbecue tomorrow. No ribs left! Got some nice tenderloin though. (@ Metro Plus Famille Lemay)",
      "actor": {
      "username": "evanpro",
        "displayName": "Evan Prodromou",
        "description": "Prospector.",
        "url": "",
      "object": {
        "tags": [{
            "url": "",
            "startIndex": 113,
            "length": 22,
            "objectType": "article"
          }, "..."],
    }, "..."]

The request parameters are the same for both, all optional: USER_ID is a source-specific id or @me for the authenticated user. GROUP_ID may be @all, @friends (currently identical to @all), @self, or @search; APP_ID is currently ignored; best practice is to use @app as a placeholder.

Paging is supported via the startIndex and count parameters. They're self explanatory, and described in detail in the OpenSearch spec and OpenSocial spec.

When using the GROUP_ID @search (for platforms that support it — currently Twitter and Instagram), provide a search string via the q parameter. The API is loosely based on the OpenSearch spec, the OpenSocial Core Container spec, and the OpenSocial Core Gadget spec.

Output data is JSON Activity Streams 1.0 objects wrapped in the OpenSocial envelope, which puts the activities in the top-level items field as a list and adds the itemsPerPage, totalCount, etc. fields.

Most Facebook requests and all Twitter, Google+, Instagram, and Flickr requests will need OAuth access tokens. If you're using Python on Google App Engine, oauth-dropins is an easy way to add OAuth client flows for these sites. Otherwise, here are the sites' authentication docs: Facebook, Flickr, Google+, Instagram, Twitter.

If you get an access token and pass it along, it will be used to sign and authorize the underlying requests to the sources providers. See the demos on the REST API endpoints above for examples.

Using the REST API

The endpoints above all serve the OpenSocial Activity Streams REST API. Request paths are of the form:


All query parameters are optional. FORMAT may be json (the default), xml, or atom, both of which return Atom. The rest of the path elements and query params are described above.

Errors are returned with the appropriate HTTP response code, e.g. 403 for Unauthorized, with details in the response body.

To use the REST API in an existing ActivityStreams client, you'll need to hard-code exceptions for the domains you want to use e.g., and redirect HTTP requests to the corresponding endpoint above.

Using the library

See the example above for a quick start guide.

Clone or download this repo into a directory named granary (note the underscore instead of dash). Each source works the same way. Import the module for the source you want to use, then instantiate its class by passing the HTTP handler object. The handler should have a request attribute for the current HTTP request.

The useful methods are get_activities() and get_actor(), which returns the current authenticated user (if any). See the individual method docstrings for details. All return values are Python dicts of decoded ActivityStreams JSON.

The microformats2.*_to_html() functions are also useful for rendering ActivityStreams objects as nicely formatted HTML.


Check out the oauth-dropins Troubleshooting/FAQ section. It's pretty comprehensive and applies to this project too. For searchability, here are a handful of error messages that have solutions there:

bash: ./bin/easy_install: ...bad interpreter: No such file or directory

ImportError: cannot import name certs

ImportError: cannot import name tweepy

File ".../site-packages/tweepy/", line 68, in _get_request_token
  raise TweepError(e)
TweepError: must be _socket.socket, not socket

Future work

We'd love to add more sites! Off the top of my head, YouTube, Tumblr,, Sina Weibo, Qzone, and RenRen would be good candidates. If you're looking to get started, implementing a new site is a good place to start. It's pretty self contained and the existing sites are good examples to follow, but it's a decent amount of work, so you'll be familiar with the whole project by the end.


Pull requests are welcome! Feel free to ping me with any questions.

You'll need the App Engine Python SDK version 1.9.15 or later (for vendor support). Add it to your $PYTHONPATH, e.g. export PYTHONPATH=$PYTHONPATH:/usr/local/google_appengine, and then run:

virtualenv local
source local/bin/activate
pip install -r requirements.txt
python test

If you send a pull request, please include (or update) a test for the new functionality if possible! The tests require the App Engine SDK.

If you want to work on oauth-dropins at the same time, install it in "source" mode with pip install -e <path to oauth-dropins repo>.

To deploy:

python -m unittest discover && ~/google_appengine/ update .

To deploy facebook-atom, twitter-atom, instagram-atom, and plusstreamfeed after a granary change:

foreach s (facebook-atom twitter-atom instagram-atom plusstreamfeed)
  cd ~/src/$s && ~/google_appengine/ update .

To deploy the old * apps:

cd old_apps
rm -f app.yaml && ln -s app.twitter.yaml app.yaml && \
  ~/google_appengine/ update . && \
rm -f app.yaml && ln -s app.facebook.yaml app.yaml && \
  ~/google_appengine/ update . && \
rm -f app.yaml && ln -s app.instagram.yaml app.yaml && \
  ~/google_appengine/ update . && \
git co -- app.yaml

This ActivityStreams validator is useful for manual testing.

Related work

Gnip is by far the most complete project in this vein. It similarly converts social network data to ActivityStreams and supports many more source networks. Unfortunately, it's commercial, there's no free trial or self-serve signup, and plans start at $500.

DataSift looks like broadly the same thing, except they offer self-serve, pay as you go billing, and they use their own proprietary output format instead of ActivityStreams. They're also aimed more at data mining as opposed to individual user access.

Cliqset's FeedProxy used to do this kind of format translation, but unfortunately it and Cliqset died.

Facebook used to officially support ActivityStreams, but that's also dead.

There are a number of products that download your social network data, normalize it, and let you query and visualize it. SocialSafe and ThinkUp are two of the most mature. There's also the lifelogging/lifestream aggregator vein of projects that pull data from multiple source sites. Storytlr is a good example. It doesn't include Facebook, Google+, or Instagram, but does include a number of smaller source sites. There are lots of others, e.g. the Lifestream WordPress plugin. Unfortunately, these are generally aimed at end users, not developers, and don't usually expose libraries or REST APIs.

On the open source side, there are many related projects. php-mf2-shim adds microformats2 to Facebook and Twitter's raw HTML. sockethub is a similar "polyglot" approach, but more focused on writing than reading.


1.4 - unreleased

  • Facebook:
  • Twitter:
    • Switch create() to use brevity for counting characters.
    • Fix bug in create() that occasionally incorrectly escaped ., +, and - characters.
    • Fix text rendering bug when there are multipl photos/videos.
    • When replying to yourself, don't add a self @-mention.
  • Instagram:
    • Fix bugs in scraping.
  • Upgrade to requests 2.10.0 and requests-toolbelt 0.60, which support App Engine.

1.3.1 - 2016-04-07

1.3.0 - 2016-04-06

  • Support posting videos! Currently in Facebook, Flickr, and Twitter.
  • Instagram:
  • Facebook:
  • Twitter:
    • Handle all photos/videos attached to a tweet, not just the first.
    • Stop fetching replies to @-mentions.
  • Atom:
    • Render attachments.
    • Add xml:base.
  • microformats2:
    • Load and convert h-card.
    • Implement full post type discovery algorithm, using mf2util.
    • Drop support for h-as-* classes, both incoming and outgoing. They're deprecated in favor of post type discovery.
    • Drop old deprecated u-like and u-repost properties.
  • Misc bug fixes.
  • Set up Coveralls.

1.2.0 - 2016-01-11

  • Improve original post discovery algorithm. (bridgy #51)
  • Flickr tweaks. (bridgy #466)
  • Add mf2, activitystreams, atom, and search to interactive UI. (#31, #29)
  • Improved post type discovery (using mf2util).
  • Extract user web site links from all fields in profile (e.g. description/bio).
  • Add fabricated fragments to comment/like permalinks (e.g. #liked-by-user123) so that object urls are always unique (multiple silos).
  • Improve formatting/whitespace support in create/preview (multiple silos).
  • Google+:
    • Add search.
  • Facebook:
    • Fetch more things in get_activities: photos, events, RSVPs.
    • Support person tags in create/preview.
    • Prevent facebook from automatically consolidating photo posts by uploading photos to "Timeline Photos" album.
    • Include title in create/preview.
    • Improve object id parsing/resolving.
    • Improve tag handling.
    • Bug fix for fetching nested comments.
    • Misc improvements, API error/flakiness handling.
  • Flickr:
    • Create/preview support for photos, comments, favorites, tags, person tags, location.
  • Twitter:
    • Create/preview support for location, multiple photos.
    • Fetch quote tweets.
    • Fetching user mentions improvements, bug fixes.
    • Fix embeds.
    • Misc AS conversion improvements.
  • microformats2:
    • Improve like and repost rendering.
  • Misc bug fixes.
  • Set up CircleCI.

1.1.0 - 2015-09-06

  • Add Flickr.
  • Facebook:
    • Fetch multiple id formats, e.g. with and without USERID_ prefix.
    • Support threaded comments.
    • Switch from /posts API endpoint to /feed.
  • Google+:
    • Support converting HTML to ActivityStreams.
  • Instagram:
    • Support location.
  • Improve original post discovery algorithm.
  • New logo.

1.0.1 - 2015-07-11

  • Bug fix for atom template rendering.
  • Facebook, Instagram: support access_token parameter.

1.0 - 2015-07-10

  • Initial PyPi release.
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