Example #1
0
    def setUpClass(cls):
        DatabaseTest.create_db()
        cls.oConnection = DatabaseTest.connect_db()

        cls.db = Database()
        cls.db.add_table(
            'table',
            create_from_csv("examples/join_table.csv", p_strDelimiter=','))
        cls.db.add_table(
            'addr',
            create_from_csv("examples/join_addr.csv", p_strDelimiter=','))
Example #2
0
 def test_get_index_create(self):
     quinlan = create_from_csv("examples/quinlan.csv", p_strDelimiter=',')
     h = quinlan.get_index("Outlook", p_bCreateIfDoesNotExist=True)
     self.assertEqual(
         h, {
             ("overcast", ): set([5, 6, 7, 8]),
             ("rain", ): set([9, 10, 11, 12, 13]),
             ("sunny", ): set([0, 1, 2, 3, 4])
         })
Example #3
0
 def setUpClass(cls):
     cls.quinlan = create_from_csv("examples/quinlan.csv",
                                   p_strDelimiter=',')
Example #4
0
 def test_get_index_none(self):
     quinlan = create_from_csv("examples/quinlan.csv", p_strDelimiter=',')
     h = quinlan.get_index("Outlook")
     self.assertEqual(h, None)
Example #5
0
 def test_add_column_fail(self):
     quinlan = create_from_csv("examples/quinlan.csv", p_strDelimiter=',')
     quinlan.add_column("test", [True] * (quinlan.count() - 1))
     self.assertEqual(quinlan.get_columns(), ['Outlook', 'Windy', 'Class'])
Example #6
0
import random

import c45
from database import Database
from diff import compare
from table import create_from_csv

db = Database()
db.add_table(
    "system",
    create_from_csv("/home/julesy/Workspace/qfin_system.csv",
                    p_strDelimiter=";"))
db.add_table(
    "systemb",
    create_from_csv("/home/julesy/Workspace/qfin_system.csv",
                    p_strDelimiter=";"))
db.add_table(
    "trade",
    create_from_csv("/home/julesy/Workspace/qfin_trade.csv",
                    p_strDelimiter=";"))
db.add_table(
    "instrument",
    create_from_csv("/home/julesy/Workspace/qfin_instrument.csv",
                    p_strDelimiter=";"))

db.add_table(
    "joined",
    db.join("system", "systemb", [('Trade Nr', 'Trade Nr')],
            p_strType="inner"))
db.add_table(
    "joined_trade",
Example #7
0
 def test_entropy_target_once(self):
     quinlan = create_from_csv("examples/quinlan_mod.csv",
                               p_strDelimiter=',')
     result = entropy(quinlan, "ClassPlay")
     self.assertEqual(round(result, 2), 0)
Example #8
0
 def setUpClass(cls):
     cls.tbl = create_from_csv("examples/diff.csv", p_strDelimiter=',')