Added basic database functionallity

This commit is contained in:
danielwilczak101
2020-11-05 15:38:54 -05:00
parent f6dc70e805
commit 7b2053d626
3 changed files with 35 additions and 20 deletions

View File

@ -44,14 +44,17 @@ class GA(Attributes):
# If its the first generation
if self.current_generation == 0:
# Create the database and tables
# self.database = database.database()
# self.database.create_data_table(self)
# Create the database here to allow the user to change
# the database name and structure in the running function.
self.database = database.database()
self.database.create_data_table(self)
# Create the initial population
self.initialize_population()
self.set_all_fitness()
self.population.sort_by_best_fitness(self)
# Save the population to the database
self.database.insert_current_population(self)
# Otherwise evolve the population
else:
@ -62,6 +65,8 @@ class GA(Attributes):
self.mutation_population_impl(self)
self.set_all_fitness()
self.population.sort_by_best_fitness(self)
# Save the population to the database
self.database.insert_current_population(self)
number_of_generations -= 1
self.current_generation += 1

View File

@ -1,5 +1,7 @@
import sqlite3
from sqlite3 import Error
import os
class database:
"""Main database class that controls all the functionality for input /
@ -12,10 +14,8 @@ class database:
def create_connection(self, db_file):
""" create a database connection to the SQLite database
specified by db_file
:param db_file: database file
:return: Connection object or None
"""
specified by db_file."""
conn = None
try:
conn = sqlite3.connect(db_file)
@ -38,23 +38,41 @@ class database:
except Error as e:
print(e)
def insert_chromosome(self, chromosome):
def insert_chromosome(self, generation, chromosome):
"""
Create a new task
Insert a new chromosome
:param conn:
:param generation:
:param chromosome:
:return:
"""
# Structure the insert data
db_chromosome = (generation, chromosome.fitness, '[chromosome]')
sql = ''' INSERT INTO data(generation,fitness,chromosome)
VALUES(?,?,?) '''
cur = self.conn.cursor()
cur.execute(sql, chromosome)
cur.execute(sql, db_chromosome)
self.conn.commit()
return cur.lastrowid
def insert_current_population(self, ga):
""" Insert current generations population """
for chromosome in ga.population.chromosome_list:
self.insert_chromosome(ga.current_generation, chromosome)
def create_data_table(self, ga):
try:
# Remove old database if there
os.remove(ga.database_name)
except:
pass
# create a database connection
self.conn = self.create_connection(ga.database_name)
@ -67,13 +85,3 @@ class database:
# create_table(conn, sql_create_tasks_table)
else:
print("Error! cannot create the database connection.")
with self.conn:
# Create a fake chromosome
# Generation / Fitness / chromosome
data1 = (0, 99, '[gene,gene,gene,gene]')
data2 = (1, 200, '[gene,gene,gene,gene]')
# Add chromosome to the data table inside the database
self.insert_chromosome(data1)
self.insert_chromosome(data2)

View File

@ -4,6 +4,8 @@ import EasyGA
# Create the Genetic algorithm
ga = EasyGA.GA()
ga.population_size = 3
ga.generation_goal = 10
# Evolve the genetic algorithm
ga.evolve()