This means 2.6 and 2.7 for 10.9 and later. 3See http://sourceforge.net/project/showfiles.php?group_id=78018. 31 2 Environment-specific notes install/vboxapi/__init__.py which contains the glue layer object reference represent a session ID (which is the same for all objects in the same web service session, i.e. for all objects after one logon) and a unique object ID within that session. Managed object a small data structure, containing a COM pointer to the “real” COM object, the web session ID and the object ID. This structure is allocated on creation and stored efficiently in hashes, so that the web

5 for 10.5 and Python 2.5 and 2.6 for 10.6. 3See http://sourceforge.net/project/showfiles.php?group_id=78018. 24 2 Environment-specific notes See chapter 4, The VirtualBox shell, page 42 for more details object reference represent a session ID (which is the same for all objects in the same web service session, i.e. for all objects after one logon) and a unique object ID within that session. Managed object a small data structure, containing a COM pointer to the “real” COM object, the web session ID and the object ID. This structure is allocated on creation and stored efficiently in hashes, so that the web

5 for 10.5 and Python 2.5 and 2.6 for 10.6. 3See http://sourceforge.net/project/showfiles.php?group_id=78018. 24 2 Environment-specific notes See chapter 4, The VirtualBox shell, page 42 for more details object reference represent a session ID (which is the same for all objects in the same web service session, i.e. for all objects after one logon) and a unique object ID within that session. Managed object a small data structure, containing a COM pointer to the “real” COM object, the web session ID and the object ID. This structure is allocated on creation and stored efficiently in hashes, so that the web

DataFrame(dict(household_id = [1,2,3], ....: male = [0,1,0], ....: wealth = [196087.3,316478.7,294750]), ....: columns = [’household_id’,’male’,’wealth’] ....: ).set_index(’household_id’) ....: In [71]: household Out[71]: male wealth household_id 1 0 196087.3 2 1 316478.7 3 0 294750.0 In [72]: portfolio = DataFrame(dict(household_id = [1,2,2,3,3,3,4], ....: asset_id = ["nl0000301109","nl0000289783","gb00b03mlx29" = [’household_id’,’asset_id’,’name’,’share’] 1.1. v0.14.0 (May 31 , 2014) 21 pandas: powerful Python data analysis toolkit, Release 0.14.0 ....: ).set_index([’household_id’,’asset_id’]) ....: In [73]:

one “opens a remote session” for it by calling IVirtualBox::openRemoteSession(). In doing so, the caller instructs the VirtualBox engine to start a new process with the virtual machine in it, since to the 5 for 10.5 and Python 2.5 and 2.6 for 10.6. 3See http://sourceforge.net/project/showfiles.php?group_id=78018. 21 2 The object-oriented web service (OOWS) export VBOX_PROGRAM_PATH=/opt/VirtualBox # your object reference represent a session ID (which is the same for all objects in the same web service session, i.e. for all objects after one logon) and a unique object ID within that session. Managed object

one “opens a remote session” for it by calling IVirtualBox::openRemoteSession(). In doing so, the caller instructs the VirtualBox engine to start a new process with the virtual machine in it, since to the 5 for 10.5 and Python 2.5 and 2.6 for 10.6. 3See http://sourceforge.net/project/showfiles.php?group_id=78018. 21 2 The object-oriented web service (OOWS) export VBOX_PROGRAM_PATH=/opt/VirtualBox # your object reference represent a session ID (which is the same for all objects in the same web service session, i.e. for all objects after one logon) and a unique object ID within that session. Managed object

This means 2.6 and 2.7 for 10.9 and later. 3See http://sourceforge.net/project/showfiles.php?group_id=78018. 31 2 Environment-specific notes See chapter 4, The VirtualBox shell, page 52 for more details object reference represent a session ID (which is the same for all objects in the same web service session, i.e. for all objects after one logon) and a unique object ID within that session. Managed object a small data structure, containing a COM pointer to the “real” COM object, the web session ID and the object ID. This structure is allocated on creation and stored efficiently in hashes, so that the web

5 for 10.5 and Python 2.5 and 2.6 for 10.6. 3See http://sourceforge.net/project/showfiles.php?group_id=78018. 23 2 Environment-specific notes part of the shell is the same – the only difference is how object reference represent a session ID (which is the same for all objects in the same web service session, i.e. for all objects after one logon) and a unique object ID within that session. Managed object a small data structure, containing a COM pointer to the “real” COM object, the web session ID and the object ID. This structure is allocated on creation and stored efficiently in hashes, so that the web

dict(zip(range(3), np.random.randn(3))) .....: }) .....: In [106]: df["id"] = df.index In [107]: df Out[107]: A1970 A1980 B1970 B1980 X id 0 a d 2.5 3.2 -1.085631 0 1 b e 1.2 1.3 0.997345 1 2 c f 0.7 0 0.1 0.282978 2 [3 rows x 6 columns] In [108]: wide_to_long(df, ["A", "B"], i="id", j="year") Out[108]: X A B id year 0 1970 -1.085631 a 2.5 1 1970 0.997345 b 1.2 2 1970 0.282978 c 0.7 0 1980 -1.085631 Google BigQuery Project ID # To find this, see your dashboard: # https://code.google.com/apis/console/b/0/?noredirect projectid = xxxxxxxxx; df = gbq.read_gbq(query, project_id = projectid) # Use pandas

This means 2.6 and 2.7 for 10.9 and later. 4See http://sourceforge.net/project/showfiles.php?group_id=78018. xxxv Environment-specific notes install/vboxapi/__init__.py which contains the glue layer object reference represent a session ID (which is the same for all objects in the same web service session, i.e. for all objects after one logon) and a unique object ID within that session. Managed object a small data structure, containing a COM pointer to the “real” COM object, the web session ID and the object ID. This structure is allocated on creation and stored efficiently in hashes, so that the web