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Solve the following problem using Python, implementing the functions described below, one line at a time
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Description:
 def _instance_types(self):
 """ Return a list of all known EC2 instance types :returns: list of all valid known EC2 instance types :rtype: list """

        GENERAL_TYPES = [
            'a1.2xlarge',
            'a1.4xlarge',
            'a1.large',
            'a1.medium',
            'a1.xlarge',
            't2.nano',
            't2.micro',
            't2.small',
            't2.medium',
            't2.large',
            't2.xlarge',
            't2.2xlarge',
            't3.nano',
            't3.micro',
            't3.small',
            't3.medium',
            't3.large',
            't3.xlarge',
            't3.2xlarge',
            'm3.medium',
            'm3.large',
            'm3.xlarge',
            'm3.2xlarge',
            'm4.large',
            'm4.xlarge',
            'm4.2xlarge',
            'm4.4xlarge',
            'm4.10xlarge',
            'm4.16xlarge',
            'm5.12xlarge',
            'm5.24xlarge',
            'm5.2xlarge',
            'm5.4xlarge',
            'm5.large',
            'm5.xlarge',
            'm5d.12xlarge',
            'm5d.24xlarge',
            'm5d.2xlarge',
            'm5d.4xlarge',
            'm5d.large',
            'm5d.xlarge',
            'm5a.12xlarge',
            'm5a.24xlarge',
            'm5a.2xlarge',
            'm5a.4xlarge',
            'm5a.large',
            'm5a.xlarge',
        ]

        PREV_GENERAL_TYPES = [
            't1.micro',
            'm1.small',
            'm1.medium',
            'm1.large',
            'm1.xlarge',
        ]

        MEMORY_TYPES = [
            'r3.2xlarge',
            'r3.4xlarge',
            'r3.8xlarge',
            'r3.large',
            'r3.xlarge',
            'r4.2xlarge',
            'r4.4xlarge',
            'r4.8xlarge',
            'r4.16xlarge',
            'r4.large',
            'r4.xlarge',
            'r5.2xlarge',
            'r5.4xlarge',
            'r5.8xlarge',
            'r5.12xlarge',
            'r5.16xlarge',
            'r5.24xlarge',
            'r5.large',
            'r5.metal',
            'r5.xlarge',
            'r5a.12xlarge',
            'r5a.24xlarge',
            'r5a.2xlarge',
            'r5a.4xlarge',
            'r5a.large',
            'r5a.xlarge',
            'r5d.2xlarge',
            'r5d.4xlarge',
            'r5d.8xlarge',
            'r5d.12xlarge',
            'r5d.16xlarge',
            'r5d.24xlarge',
            'r5d.large',
            'r5d.metal',
            'r5d.xlarge',
            'x1.16xlarge',
            'x1.32xlarge',
            'x1e.2xlarge',
            'x1e.4xlarge',
            'x1e.8xlarge',
            'x1e.16xlarge',
            'x1e.32xlarge',
            'x1e.xlarge',
            'z1d.2xlarge',
            'z1d.3xlarge',
            'z1d.6xlarge',
            'z1d.12xlarge',
            'z1d.large',
            'z1d.xlarge',
        ]

        PREV_MEMORY_TYPES = [
            'm2.xlarge',
            'm2.2xlarge',
            'm2.4xlarge',
            'cr1.8xlarge',
        ]

        COMPUTE_TYPES = [
            'c3.large',
            'c3.xlarge',
            'c3.2xlarge',
            'c3.4xlarge',
            'c3.8xlarge',
            'c4.large',
            'c4.xlarge',
            'c4.2xlarge',
            'c4.4xlarge',
            'c4.8xlarge',
            'c5.18xlarge',
            'c5.2xlarge',
            'c5.4xlarge',
            'c5.9xlarge',
            'c5.large',
            'c5.xlarge',
            'c5d.18xlarge',
            'c5d.2xlarge',
            'c5d.4xlarge',
            'c5d.9xlarge',
            'c5d.large',
            'c5d.xlarge',
            'c5n.18xlarge',
            'c5n.2xlarge',
            'c5n.4xlarge',
            'c5n.9xlarge',
            'c5n.large',
            'c5n.xlarge',
        ]

        PREV_COMPUTE_TYPES = [
            'c1.medium',
            'c1.xlarge',
            'cc2.8xlarge',
            'cc1.4xlarge',
        ]

        ACCELERATED_COMPUTE_TYPES = [
            'f1.4xlarge',
            'p2.xlarge',
            'p2.8xlarge',
            'p2.16xlarge',
            'p3.16xlarge',
            'p3.2xlarge',
            'p3.8xlarge',
            'p3dn.24xlarge',
        ]

        STORAGE_TYPES = [
            'i2.xlarge',
            'i2.2xlarge',
            'i2.4xlarge',
            'i2.8xlarge',
            'i3.large',
            'i3.xlarge',
            'i3.2xlarge',
            'i3.4xlarge',
            'i3.8xlarge',
            'i3.16xlarge',
            'i3.metal',
            'h1.16xlarge',
            'h1.2xlarge',
            'h1.4xlarge',
            'h1.8xlarge',
        ]

        PREV_STORAGE_TYPES = [
            # NOTE hi1.4xlarge is no longer in the instance type listings,
            # but some accounts might still have a limit for it
            'hi1.4xlarge',
            'hs1.8xlarge',
        ]

        DENSE_STORAGE_TYPES = [
            'd2.xlarge',
            'd2.2xlarge',
            'd2.4xlarge',
            'd2.8xlarge',
        ]

        GPU_TYPES = [
            'g2.2xlarge',
            'g2.8xlarge',
            'g3.16xlarge',
            'g3.4xlarge',
            'g3.8xlarge',
            'g3s.xlarge',
        ]

        PREV_GPU_TYPES = [
            'cg1.4xlarge',
        ]

        FPGA_TYPES = [
            # note, as of 2016-12-17, these are still in Developer Preview;
            # there isn't a published instance limit yet, so we'll assume
            # it's the default...
            'f1.2xlarge',
            'f1.16xlarge',
        ]

        return (
            GENERAL_TYPES +
            PREV_GENERAL_TYPES +
            MEMORY_TYPES +
            PREV_MEMORY_TYPES +
            COMPUTE_TYPES +
            PREV_COMPUTE_TYPES +
            ACCELERATED_COMPUTE_TYPES +
            STORAGE_TYPES +
            PREV_STORAGE_TYPES +
            DENSE_STORAGE_TYPES +
            GPU_TYPES +
            PREV_GPU_TYPES +
            FPGA_TYPES
        )