I had a hard, hard time setting up data science environment with MongoDB, Monary, Python, Numpy, Pandas.
The problem occurred with Monary! (It converts MongoDB database into NumPy arrays with much faster speed than PyMongo.)
First, install mongo-c-driver.
$ brew install git gcc automake autoconf libtool
$ git clone https://github.com/mongodb/mongo-c-driver.git
$ cd mongo-c-driver
$ ./autogen.sh
$ make
$ sudo make install
Then, install monary.
$ hg clone https://bitbucket.org/djcbeach/monary
Hughhh, done!!
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