def _get_source_data(sql, hostname):
"""Gets the DataFrame containing all the rows of the table
The DataFrame will be indexed by the table's primary key(s)
Args:
sql(str): The table definition representing the table to query
connection(Connection): A connection to the database
Returns:
DataFrame: The rows of the table
"""
connection = rds_connection(hostname)
data = pdsql.read_sql(sql, connection)
connection.close()
return data.iloc[0][0]
def _get_source_data(sql, hostname):
"""Gets the DataFrame containing all the rows of the table
The DataFrame will be indexed by the table's primary key(s)
Args:
sql(str): The table definition representing the table to query
connection(Connection): A connection to the database
Returns:
DataFrame: The rows of the table
"""
connection = rds_connection(hostname)
data = pdsql.read_sql(sql, connection)
connection.close()
return data.iloc[0][0]
def _get_source_data(sql, hostname, sample_size):
"""Gets the DataFrame containing all the rows of the table
The DataFrame will be indexed by the table's primary key(s)
Args:
sql(str): The table definition representing the table to query
connection(Connection): A connection to the database
Returns:
DataFrame: The rows of the table
"""
connection = rds_connection(hostname)
query = re.sub(
r'(?i)LIMIT_PLACEHOLDER',
str(sample_size),
sql,
)
data = pdsql.read_sql(query, connection)
connection.close()
# All columns apart from last are PK columns
return data.set_index(list(data.columns[:-1]))
def get_source_data(sql, hostname, sample_size):
"""Gets the DataFrame containing all the rows of the table
The DataFrame will be indexed by the table's primary key(s)
Args:
sql(str): The table definition representing the table to query
connection(Connection): A connection to the database
Returns:
DataFrame: The rows of the table
"""
connection = rds_connection(hostname)
query = re.sub(
r'(?i)LIMIT_PLACEHOLDER',
str(sample_size),
sql,
)
data = pdsql.read_sql(query, connection)
connection.close()
# All columns apart from last are PK columns
return data.set_index(list(data.columns[:-1]))
