More efficient insertion of entire population
Executes the sql command over the entire population at once.
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@ -35,6 +35,7 @@ class database:
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except Error as e:
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print(e)
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def insert_chromosome(self, generation, chromosome):
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""" """
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@ -50,13 +51,24 @@ class database:
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self.conn.commit()
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return cur.lastrowid
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def insert_current_population(self, ga):
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""" Insert current generations population """
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# For each chromosome in the population
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for chromosome in ga.population.chromosome_list:
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# Insert the chromosome into the database
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self.insert_chromosome(ga.current_generation, chromosome)
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# Structure the insert data
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db_chromosome_list = [
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(ga.current_generation, chromosome.fitness, '[chromosome]')
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for chromosome in ga.population.get_chromosome_list()
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]
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# Create sql query structure
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sql = ''' INSERT INTO data(generation,fitness,chromosome)
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VALUES(?,?,?) '''
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cur = self.conn.cursor()
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cur.executemany(sql, db_chromosome_list)
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self.conn.commit()
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return cur.lastrowid
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def create_data_table(self, ga):
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@ -89,6 +101,7 @@ class database:
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return cur.fetchall()
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def query_one_item(self, query):
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"""Query for single data point"""
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