Loading CSV data in Google Apps Engine datastore
Edit your app.yaml
, and add the following lines to the handlers:
section:
- url: /remote_api
script: $PYTHON_LIB/google/appengine/ext/remote_api/handler.py
login: admin
1.Create hist.py similar to the type of data in CSV file.
1: from google.appengine.ext import db
2:
3: class HistoricalPrices(db.Model):
4: SYMBOL = db.StringProperty()
5: SERIES = db.StringProperty()
6: OPEN = db.FloatProperty()
7: HIGH = db.FloatProperty()
8: LOW = db.FloatProperty()
9: CLOSE = db.FloatProperty()
10: LAST = db.FloatProperty()
11: PREVCLOSE = db.FloatProperty()
12: TOTTRDQTY = db.FloatProperty()
13: TOTTRDVAL = db.FloatProperty()
14: TIMESTAMP = db.DateProperty()
15: DUMMY1 = db.StringProperty()
16:
2.Now Create the loader code StockLoader.py
1: import datetime
2: from google.appengine.ext import db
3: from google.appengine.tools import bulkloader
4: import hist
5:
6: class HistoryLoader(bulkloader.Loader):
7: def __init__(self):
8: bulkloader.Loader.__init__(self, 'HistoricalPrices',
9: [('SYMBOL', str),
10: ('SERIES', str),
11: ('OPEN', float),
12: ('HIGH', float),
13: ('LOW', float),
14: ('CLOSE', float),
15: ('LAST', float),
16: ('PREVCLOSE', float),
17: ('TOTTRDQTY', float),
18: ('TOTTRDVAL', float),
19: ('TIMESTAMP',
20: lambda x: datetime.datetime.strptime(x, '%d-%b-%Y').date()),
21: ('DUMMY1', str)
22: ])
23:
24: loaders = [HistoryLoader]
3.Following commands to execute the above.
"D:\Program Files\Google\google_appengine\appcfg.py" upload_data --config_file=StockLoader.py --filename=test.csv --kind=HistoricalPrices "D:\dev\appsengine\proxy"
where test.csv is something like following
UNITECH,EQ,82.9,83.8,82.45,82.8,82.8,82.3,19904383,1652618271.55,4-JAN-2010,
UNITECH,EQ,83.5,84.9,83.4,84.1,84,82.8,34197626,2882001214.7,5-JAN-2010,
UNITECH,EQ,84.5,85.45,83.2,84.85,84.7,84.1,34704003,2936028889.35,6-JAN-2010,
UNITECH,EQ,85.2,85.7,83.85,84.15,84.15,84.85,28855332,2446134892.4,7-JAN-2010,
last directory mentioned is the directory of the apps engine project directory where app.yaml file exists
ref http://code.google.com/appengine/docs/python/tools/uploadingdata.html