Пример #1
0
    def get( AWS_ACCESS_KEY_ID, AWS_SECRET_ACCESS_KEY ) :
        "Looking for study root"

        from cloudflu.preferences import get
        a_proxy_address = get( 'common.proxy.proxy_address' )
        a_proxy_port = get( 'common.proxy.proxy_port' )
        a_proxy_user = get( 'common.proxy.proxy_user' )
        a_proxy_pass = get( 'common.proxy.proxy_pass' )

        import boto
        a_s3_conn = boto.connect_s3( AWS_ACCESS_KEY_ID, AWS_SECRET_ACCESS_KEY,
                                     proxy = a_proxy_address, 
                                     proxy_port = a_proxy_port, 
                                     proxy_user = a_proxy_user, 
                                     proxy_pass = a_proxy_pass )
        an_id = a_s3_conn.get_canonical_user_id()

        import hashlib
        a_bucket_name = hashlib.md5( an_id ).hexdigest()

        a_bucket = None
        try :
            a_bucket = a_s3_conn.get_bucket( a_bucket_name )
        except :
            a_bucket = a_s3_conn.create_bucket( a_bucket_name )
            pass
        
        return TRootObject( a_s3_conn, a_bucket, an_id )
Пример #2
0
def region_connect( the_cluster_location, the_aws_access_key_id, the_aws_secret_access_key ) :
    import boto.ec2
    from cloudflu.preferences import get
    a_proxy_address = get( 'common.proxy.proxy_address' )
    a_proxy_port = get( 'common.proxy.proxy_port' )
    a_proxy_user = get( 'common.proxy.proxy_user' )
    a_proxy_pass = get( 'common.proxy.proxy_pass' )
    a_regions = boto.ec2.regions( proxy = a_proxy_address, 
                                  proxy_port = a_proxy_port, 
                                  proxy_user = a_proxy_user, 
                                  proxy_pass = a_proxy_pass )
                                  
    print_d( 'a_regions = %s\n' % [ str( a_region.name ) for a_region in a_regions ] )

    an_image_region = None
    for a_region in a_regions :
        if a_region.name == the_cluster_location :
            an_image_region = a_region
            pass
        pass
    if an_image_region == None :
        print_e( "There no region with such location - '%s'\n" % an_image_region )
        pass
    print_d( 'an_image_region = < %r >\n' % an_image_region )
    
    an_ec2_conn = an_image_region.connect( aws_access_key_id = the_aws_access_key_id, 
                                           aws_secret_access_key = the_aws_secret_access_key,
                                           proxy = a_proxy_address, 
                                           proxy_port = a_proxy_port, 
                                           proxy_user = a_proxy_user, 
                                           proxy_pass = a_proxy_pass )
    
    print_d( 'an_ec2_conn = < %r >\n' % an_ec2_conn )

    return an_ec2_conn
Пример #3
0
def connect( the_password, the_identity_file, the_host_port, the_login_name, the_host_name, the_command = None ) :
    import paramiko
    a_ssh_client = paramiko.SSHClient()
    a_ssh_client.set_missing_host_key_policy( paramiko.AutoAddPolicy() )

    a_ssh_connect = None
    if the_password != None :
        a_ssh_connect = lambda : a_ssh_client.connect( hostname = the_host_name, port = the_host_port, username = the_login_name, password = the_password )
    else :
        a_rsa_key = paramiko.RSAKey( filename = the_identity_file )
        a_ssh_connect = lambda : a_ssh_client.connect( hostname = the_host_name, port = the_host_port, username = the_login_name, pkey = a_rsa_key )
        pass
    
    if the_command == None :
        from cloudflu.preferences import get
        the_command = get( 'common.ssh.command' )
        pass

    wait( a_ssh_connect, a_ssh_client, the_command ) 
    
    return a_ssh_client
Пример #4
0
def entry_point( the_root_object, the_study_name = None, the_booked = False ) :
    a_spent_time = Timer()
    
    if the_study_name == None :
        import uuid; the_study_name = 'tmp-' + str( uuid.uuid4() )
        pass

    print_d( "the_study_name = '%s'\n" % the_study_name )

    a_study_object = None
    if the_booked == True :
        a_study_object = TStudyObject.get( the_root_object, the_study_name )
    else:
        from cloudflu.preferences import get
        a_location = get( 'amazon.data_transfer.location' )

        a_study_object = TStudyObject.create( the_root_object, a_location, the_study_name )
        pass

    print_d( "a_study_object = %s\n" % a_study_object )
    
    print_d( "a_spent_time = %s, sec\n" % a_spent_time )

    return a_study_object
Пример #5
0
def main() :
    #----------------------- Defining utility command-line interface -------------------------    
    import instance_extract_options

    an_usage_description = "%prog"
    an_usage_description += ec2.use.options.usage_description()
    an_usage_description += instance_extract_options.usage_description()    

    from cloudflu import VERSION
    a_version = "%s" % VERSION

    from optparse import IndentedHelpFormatter
    a_help_formatter = IndentedHelpFormatter( width = 127 )

    from optparse import OptionParser
    an_option_parser = OptionParser( usage = an_usage_description, version = a_version, formatter = a_help_formatter )


    #----------------------- Definition of the command line arguments ------------------------
    instance_extract_options.add( an_option_parser )

    ec2.use.options.add( an_option_parser )

    amazon.security_options.add( an_option_parser )
    
    common.options.add( an_option_parser )

 
    #------------------ Extracting and verifying command-line arguments ----------------------
    an_options, an_args = an_option_parser.parse_args()
    
    common.options.extract( an_option_parser )
    
    AWS_ACCESS_KEY_ID, AWS_SECRET_ACCESS_KEY = amazon.security_options.extract( an_option_parser )
    
    a_cluster_id = ec2.use.options.extract( an_option_parser )

    an_instance_ord = instance_extract_options.extract( an_option_parser )

    from cloudflu.preferences import get
    a_cluster_location = get( 'amazon.cluster.location' )
    a_host_port = int( get( 'amazon.cluster.host_port' ) )
    a_login_name = get( 'amazon.cluster.login_name' )


    print_d( "\n--------------------------- Canonical substitution ------------------------\n" )
    import sys; an_engine = sys.argv[ 0 ]

    a_call = "%s %s %s" % ( an_engine,
                            ec2.use.options.compose( a_cluster_id ), 
                            instance_extract_options.compose( an_instance_ord ) )
    print_d( a_call + '\n' )


    print_d( "\n----------------------- Running actual functionality ----------------------\n" )
    a_spent_time = Timer()
    
    an_ec2_conn = ec2.common.region_connect( a_cluster_location, AWS_ACCESS_KEY_ID, AWS_SECRET_ACCESS_KEY )

    a_reservation = ec2.use.get_reservation( an_ec2_conn, a_cluster_id )
    print_d( '< %r > : %s\n' % ( a_reservation, a_reservation.instances ) )
    
    an_instance = a_reservation.instances[ an_instance_ord ]
    print_d( "an_instance = %s\n" % an_instance )
    
    an_identity_file = ec2.run.get_identity_filepath( an_instance.key_name )
    print_d( "an_identity_file = '%s'\n" % an_identity_file )
    
    import os.path
    if not os.path.exists( an_identity_file ) :
        print_d( "\n-------------------- There are no such identity files ---------------------\n" )
        import sys, os; sys.exit( os.EX_UNAVAILABLE )
        pass
    
    
    print_d( "\n------------------ Printing succussive pipeline arguments -----------------\n" )
    a_password = None
    a_host_name = an_instance.public_dns_name
    
    common.ssh.options.track( a_password, an_identity_file, a_host_port, a_login_name, a_host_name )
    
    
    print_d( "\n--------------------------- Canonical substitution ------------------------\n" )
    common.ssh.options.echo( a_password, an_identity_file, a_host_port, a_login_name, a_host_name )
    print_d( a_call + '\n' )
    
    
    print_d( "\n-------------------------------------- OK ---------------------------------\n" )
    pass
Пример #6
0
def main() :
    #----------------------- Defining utility command-line interface -------------------------    
    an_usage_description = "%prog"

    from reservation_rm_options import usage_description as usage_description_options
    an_usage_description += usage_description_options()

    from cloudflu import VERSION
    a_version = "%s" % VERSION

    from optparse import IndentedHelpFormatter
    a_help_formatter = IndentedHelpFormatter( width = 127 )

    from optparse import OptionParser
    an_option_parser = OptionParser( usage = an_usage_description, version = a_version, formatter = a_help_formatter )


    #----------------------- Definition of the command line arguments ------------------------
    ec2.use.options.add( an_option_parser )

    amazon.security_options.add( an_option_parser )
    
    common.options.add( an_option_parser )
  
 
    #------------------ Extracting and verifying command-line arguments ----------------------
    an_options, an_args = an_option_parser.parse_args()

    common.options.extract( an_option_parser )
    
    AWS_ACCESS_KEY_ID, AWS_SECRET_ACCESS_KEY = amazon.security_options.extract( an_option_parser )
    
    from reservation_rm_options import extract as extract_options
    a_cluster_ids = extract_options( an_option_parser )
    
    from cloudflu.preferences import get
    a_cluster_location = get( 'amazon.cluster.location' )
   

    print_d( "\n--------------------------- Canonical substitution ------------------------\n" )
    import sys; an_engine = sys.argv[ 0 ]
    
    from reservation_rm_options import compose as compose_options
    a_call = "%s %s" % ( an_engine, compose_options( a_cluster_ids ) )
    print_d( a_call + '\n' )
 
 
    print_d( "\n----------------------- Running actual functionality ----------------------\n" )
    a_spent_time = Timer()
    
    an_ec2_conn = ec2.common.region_connect( a_cluster_location, AWS_ACCESS_KEY_ID, AWS_SECRET_ACCESS_KEY )

    a_worker_pool = WorkerPool( len( a_cluster_ids ) )

    for a_cluster_id in a_cluster_ids :
        a_worker_pool.charge( execute, ( an_ec2_conn, a_cluster_id ) )
        pass
    
    a_worker_pool.shutdown()
    a_worker_pool.join()

    print_d( "a_spent_time = %s, sec\n" % a_spent_time )
    
    
    print_d( "\n------------------ Printing succussive pipeline arguments -----------------\n" )
    # There are no - it is a terminal step
    
    
    print_d( "\n--------------------------- Canonical substitution ------------------------\n" )
    print_d( a_call + '\n' )
    
    
    print_d( "\n-------------------------------------- OK ---------------------------------\n" )
    pass
Пример #7
0
def main() :
    #----------------------- Defining utility command-line interface -------------------------    
    an_usage_description = "%prog"
    an_usage_description += ec2.ami.run_options.usage_description()

    from cloudflu import VERSION
    a_version = "%s" % VERSION

    from optparse import IndentedHelpFormatter
    a_help_formatter = IndentedHelpFormatter( width = 127 )

    from optparse import OptionParser
    an_option_parser = OptionParser( usage = an_usage_description, version = a_version, formatter = a_help_formatter )


    #----------------------- Definition of the command line arguments ------------------------
    ec2.ami.run_options.add( an_option_parser )
    
    amazon.security_options.add( an_option_parser )

    common.options.add( an_option_parser )
  
 
    #------------------ Extracting and verifying command-line arguments ----------------------
    an_options, an_args = an_option_parser.parse_args()

    common.options.extract( an_option_parser )

    AWS_ACCESS_KEY_ID, AWS_SECRET_ACCESS_KEY = amazon.security_options.extract( an_option_parser )

    an_instance_type, an_image_id, a_number_nodes = ec2.ami.run_options.extract( an_option_parser )

    from cloudflu.preferences import get
    a_cluster_location = get( 'amazon.cluster.location' )
    a_host_port = get( 'amazon.cluster.host_port' )
    

    print_d( "\n--------------------------- Canonical substitution ------------------------\n" )
    import sys; an_engine = sys.argv[ 0 ]

    a_call = "%s %s" % ( an_engine, 
                         ec2.ami.run_options.compose( an_instance_type, an_image_id, a_number_nodes ) )
    print_d( a_call + '\n' )


    print_d( "\n----------------------- Running actual functionality ----------------------\n" )
    a_spent_time = Timer()

    a_reservation, an_identity_file = ec2.run.run_reservation( an_image_id, a_cluster_location, an_instance_type, 
                                                               a_number_nodes, a_number_nodes, a_host_port,
                                                               AWS_ACCESS_KEY_ID, AWS_SECRET_ACCESS_KEY )

    print_d( "a_spent_time = %s, sec\n" % a_spent_time )
    

    print_d( "\n------------------ Printing succussive pipeline arguments -----------------\n" )
    a_cluster_location = a_reservation.region.name
    a_cluster_id = a_reservation.id
    
    ec2.use.options.track( a_cluster_id )


    print_d( "\n--------------------------- Canonical substitution ------------------------\n" )
    print_d( a_call + '\n' )


    print_d( "\n-------------------------------------- OK ---------------------------------\n" )
    pass
Пример #8
0
def main() :
    #----------------------- Defining utility command-line interface -------------------------    
    an_usage_description = "%prog"

    from cloudflu import VERSION
    a_version = "%s" % VERSION
    
    from optparse import IndentedHelpFormatter
    a_help_formatter = IndentedHelpFormatter( width = 127 )
    
    from optparse import OptionParser
    an_option_parser = OptionParser( usage = an_usage_description, version = a_version, formatter = a_help_formatter )
    

    #----------------------- Definition of the command line arguments ------------------------
    amazon.security_options.add( an_option_parser )
    
    common.options.add( an_option_parser )
  

    #------------------ Extracting and verifying command-line arguments ----------------------
    an_options, an_args = an_option_parser.parse_args()
    
    common.options.extract( an_option_parser )
    
    AWS_ACCESS_KEY_ID, AWS_SECRET_ACCESS_KEY = amazon.security_options.extract( an_option_parser )

    from cloudflu.preferences import get
    a_cluster_location = get( 'amazon.cluster.location' )


    print_d( "\n--------------------------- Canonical substitution ------------------------\n" )
    import sys; an_engine = sys.argv[ 0 ]

    a_call = "%s" % ( an_engine )
    print_d( a_call + '\n' )


    print_d( "\n----------------------- Running actual functionality ----------------------\n" )
    a_spent_time = Timer()

    import boto.ec2
    an_ec2_conn = boto.ec2.connect_to_region( a_cluster_location,
                                              aws_access_key_id = AWS_ACCESS_KEY_ID,
                                              aws_secret_access_key = AWS_SECRET_ACCESS_KEY )

    for a_reservation in an_ec2_conn.get_all_instances() :
        an_instance = a_reservation.instances[ 0 ]
        a_status = an_instance.update()
        if a_status == 'terminated' or a_status == 'shutting-down' :
            continue
        
        print a_reservation.id
        
        pass


    print_d( "\n--------------------------- Canonical substitution ------------------------\n" )
    print_d( a_call + '\n' )
    

    print_d( "\n-------------------------------------- OK ---------------------------------\n" )
    pass
Пример #9
0
def main() :
    #----------------------- Defining utility command-line interface -------------------------    
    from cloudflu import amazon

    an_usage_description = "%prog --precision=10 --start-size=65536 --solution-window=50 --number-mesurements=5"

    from cloudflu import VERSION
    a_version = "%s" % VERSION

    from optparse import IndentedHelpFormatter
    a_help_formatter = IndentedHelpFormatter( width = 127 )

    from optparse import OptionParser
    an_option_parser = OptionParser( usage = an_usage_description, version = a_version, formatter = a_help_formatter )


    #----------------------- Definition of the command line arguments ------------------------
    an_option_parser.add_option( "--precision",
                                 metavar = "< algorithm precision, % >",
                                 type = "int",
                                 action = "store",
                                 dest = "precision",
                                 help = "(%default, by default)",
                                 default = 10 )
    
    an_option_parser.add_option( "--start-size",
                                 metavar = "< start value for the search algorithm, bytes >",
                                 type = "int",
                                 action = "store",
                                 dest = "start_size",
                                 help = "(%default, by default)",
                                 default = 65536 )
    
    an_option_parser.add_option( "--solution-window",
                                 metavar = "< initial solution window considered to, %>",
                                 type = "int",
                                 action = "store",
                                 dest = "solution_window",
                                 help = "(%default, by default)",
                                 default = 50 )
                             
    an_option_parser.add_option( "--number-mesurements",
                                 metavar = "< number mesurements to be done in the solution window>",
                                 type = "int",
                                 action = "store",
                                 dest = "number_mesurements",
                                 help = "(%default, by default)",
                                 default = 5 )
    
    amazon.security_options.add( an_option_parser )

    
    #------------------ Extracting and verifying command-line arguments ----------------------
    an_options, an_args = an_option_parser.parse_args()

    AWS_ACCESS_KEY_ID, AWS_SECRET_ACCESS_KEY = amazon.security_options.extract( an_option_parser )

    a_precision = an_options.precision

    a_center_x = an_options.start_size

    a_region_x = an_options.solution_window

    a_nb_attempts = an_options.number_mesurements

    from cloudflu.preferences import get
    a_data_location = get( 'amazon.data_transfer.location' )

    an_engine = SeedSizeMesurement( AWS_ACCESS_KEY_ID, AWS_SECRET_ACCESS_KEY, a_data_location )

    from cloudflu.common import Timer
    a_spent_time = Timer()

    an_optimize_x, a_cost = entry_point( an_engine, a_center_x, a_region_x, a_precision, a_nb_attempts, get_stats )

    from preferences import resource_filename; an_rcfilename = resource_filename()

    import time; an_rcfilename_save = '%s_%s' % ( an_rcfilename, time.strftime( '%Y-%m-%d_%H:%M' ) )

    import os; os.system( "cp %s %s" % ( an_rcfilename, an_rcfilename_save ) )

    import os; os.system( "perl -p -i -e 's/(socket_timeout =)\s*[0-9]+/\\1 %d/' %s" % 
                          ( an_engine.timeout(), an_rcfilename ) )

    import os; os.system( "perl -p -i -e 's/(upload_seed_size =)\s*[0-9]+/\\1 %d/' %s" % 
                          ( an_optimize_x, an_rcfilename ) )

    print "a_spent_time = %s, sec\n" % a_spent_time
    pass
Пример #10
0
def main() :
    #----------------------- Defining utility command-line interface -------------------------    
    an_usage_description = "%prog"
    an_usage_description += ec2.use.options.usage_description()

    from cloudflu import VERSION
    a_version = "%s" % VERSION
    
    from optparse import IndentedHelpFormatter
    a_help_formatter = IndentedHelpFormatter( width = 127 )

    from optparse import OptionParser
    an_option_parser = OptionParser( usage = an_usage_description, version = a_version, formatter = a_help_formatter )


    #----------------------- Definition of the command line arguments ------------------------
    ec2.use.options.add( an_option_parser )
    
    amazon.security_options.add( an_option_parser )
    
    common.options.add( an_option_parser )
  
 
    #------------------ Extracting and verifying command-line arguments ----------------------
    an_options, an_args = an_option_parser.parse_args()
    
    common.options.extract( an_option_parser )
   
    AWS_ACCESS_KEY_ID, AWS_SECRET_ACCESS_KEY = amazon.security_options.extract( an_option_parser )
    
    a_cluster_id = ec2.use.options.extract( an_option_parser )
   
    from cloudflu.preferences import get
    a_cluster_location = get( 'amazon.cluster.location' )
    a_host_port = int( get( 'amazon.cluster.host_port' ) )
    a_login_name = get( 'amazon.cluster.login_name' )


    print_d( "\n--------------------------- Canonical substitution ------------------------\n" )
    import sys; an_engine = sys.argv[ 0 ]
   
    a_call = "%s %s" % ( an_engine, ec2.use.options.compose( a_cluster_id ) )
    print_d( a_call + '\n' )
   

    print_d( "\n----------------------- Running actual functionality ----------------------\n" )
    a_spent_time = Timer()
   
    an_ec2_conn = ec2.common.region_connect( a_cluster_location, AWS_ACCESS_KEY_ID, AWS_SECRET_ACCESS_KEY )

    a_reservation = ec2.use.get_reservation( an_ec2_conn, a_cluster_id )
    print_d( '< %r > : %s\n' % ( a_reservation, a_reservation.instances ) )
   
    a_security_group = ec2.use.get_security_group( an_ec2_conn, a_reservation )
    print_d( "< %r > : %s\n" % ( a_security_group, a_security_group.rules ) )

    an_instance2ssh = {}
    for an_instance in a_reservation.instances :
        a_password = None
        an_identity_file = ec2.run.get_identity_filepath( an_instance.key_name )
        a_host_name = an_instance.public_dns_name
        ssh.options.echo( a_password, an_identity_file, a_host_port, a_login_name, a_host_name )
    
        a_ssh_client = ssh.connect( a_password, an_identity_file, a_host_port, a_login_name, a_host_name )
        an_instance2ssh[ an_instance ] = a_ssh_client
       
        ssh.command( a_ssh_client, 'sudo apt-get install -y nfs-common portmap nfs-kernel-server' ) # install server and client packages
       
        try:
            a_security_group.authorize( 'tcp', 111, 111, '%s/0' % an_instance.private_ip_address ) # for rpcbind
            a_security_group.authorize( 'tcp', 2049, 2049, '%s/0' % an_instance.private_ip_address ) # for nfs over tcp
            a_security_group.authorize( 'udp', 35563, 35563, '%s/0' % an_instance.private_ip_address ) # for nfs over udp
        except :
            pass
        pass

    [ a_ssh_client.close() for a_ssh_client in an_instance2ssh.values() ]
    
    print_d( "a_spent_time = %s, sec\n" % a_spent_time )
    
    
    print_d( "\n------------------ Printing succussive pipeline arguments -----------------\n" )
    ec2.use.options.track( a_cluster_id )
    
    
    print_d( "\n--------------------------- Canonical substitution ------------------------\n" )
    print_d( a_call + '\n' )
    
    
    print_d( "\n-------------------------------------- OK ---------------------------------\n" )
    pass
Пример #11
0
def main() :
    #----------------------- Defining utility command-line interface -------------------------    
    import openmpi_config_options

    an_usage_description = "%prog"
    an_usage_description += ec2.use.options.usage_description()
    an_usage_description += openmpi_config_options.usage_description()

    from cloudflu import VERSION
    a_version = "%s" % VERSION

    from optparse import IndentedHelpFormatter
    a_help_formatter = IndentedHelpFormatter( width = 127 )

    from optparse import OptionParser
    an_option_parser = OptionParser( usage = an_usage_description, version = a_version, formatter = a_help_formatter )


    #----------------------- Definition of the command line arguments ------------------------
    openmpi_config_options.add( an_option_parser )

    ec2.use.options.add( an_option_parser )

    amazon.security_options.add( an_option_parser )
    
    common.options.add( an_option_parser )
  
 
    #------------------ Extracting and verifying command-line arguments ----------------------
    an_options, an_args = an_option_parser.parse_args()

    common.options.extract( an_option_parser )

    AWS_ACCESS_KEY_ID, AWS_SECRET_ACCESS_KEY = amazon.security_options.extract( an_option_parser )

    a_cluster_id = ec2.use.options.extract( an_option_parser )

    a_hostfile = openmpi_config_options.extract( an_option_parser )
    
    from cloudflu.preferences import get
    a_cluster_location = get( 'amazon.cluster.location' )
    a_host_port = int( get( 'amazon.cluster.host_port' ) )
    a_login_name = get( 'amazon.cluster.login_name' )


    print_d( "\n--------------------------- Canonical substitution ------------------------\n" )
    import sys; an_engine = sys.argv[ 0 ]
    
    a_call = "%s %s %s" % ( an_engine,
                            ec2.use.options.compose( a_cluster_id ), 
                            openmpi_config_options.compose( a_hostfile ) )
    print_d( a_call + '\n' )


    print_d( "\n----------------------- Running actual functionality ----------------------\n" )
    a_spent_time = Timer()
    
    an_ec2_conn = ec2.common.region_connect( a_cluster_location, AWS_ACCESS_KEY_ID, AWS_SECRET_ACCESS_KEY )

    try:
        a_reservation = ec2.use.get_reservation( an_ec2_conn, a_cluster_id )
        print_d( '< %r > : %s\n' % ( a_reservation, a_reservation.instances ) )
    except Exception, exc:
        print_e( '%s\n' % exc )
        pass
Пример #12
0
def main() :
    #----------------------- Defining utility command-line interface -------------------------    
    import data_transfer_options
    import solver_start_options
    import data_seeding_options
    import openmpi_config_options

    an_usage_description = "%prog"
    an_usage_description += ec2.use.options.usage_description()
    an_usage_description += data_transfer_options.usage_description()
    an_usage_description += solver_start_options.usage_description()

    from cloudflu import VERSION
    a_version = "%s" % VERSION

    from optparse import IndentedHelpFormatter
    a_help_formatter = IndentedHelpFormatter( width = 127 )

    from optparse import OptionParser
    an_option_parser = OptionParser( usage = an_usage_description, version = a_version, formatter = a_help_formatter )


    #----------------------- Definition of the command line arguments ------------------------
    ec2.use.options.add( an_option_parser )
    
    data_transfer_options.add( an_option_parser )

    solver_start_options.add( an_option_parser )

    data_seeding_options.add( an_option_parser )

    common.concurrency_options.add( an_option_parser )

    openmpi_config_options.add( an_option_parser )

    amazon.security_options.add( an_option_parser )
    
    common.options.add( an_option_parser )
  
 
    #------------------ Extracting and verifying command-line arguments ----------------------
    an_options, an_args = an_option_parser.parse_args()
    
    an_enable_debug, a_log_file = common.options.extract( an_option_parser )
    
    AWS_ACCESS_KEY_ID, AWS_SECRET_ACCESS_KEY = amazon.security_options.extract( an_option_parser )
    
    a_cluster_id = ec2.use.options.extract( an_option_parser )

    a_hostfile = openmpi_config_options.extract( an_option_parser )

    a_number_threads = common.concurrency_options.extract( an_option_parser )

    an_upload_seed_size = data_seeding_options.extract( an_option_parser )

    a_case_dir, a_run_hook = solver_start_options.extract( an_option_parser )

    a_study_name = data_transfer_options.extract( an_option_parser )
    
    from cloudflu.preferences import get
    a_cluster_location = get( 'amazon.cluster.location' )
    a_host_port = int( get( 'amazon.cluster.host_port' ) )
    a_login_name = get( 'amazon.cluster.login_name' )


    print_d( "\n--------------------------- Canonical substitution ------------------------\n" )
    import sys; an_engine = sys.argv[ 0 ]

    a_call = "%s %s %s %s %s" % ( an_engine,
                                  ec2.use.options.compose( a_cluster_id ),
                                  data_transfer_options.compose( a_study_name ), 
                                  solver_start_options.compose( a_case_dir, a_run_hook ),
                                  openmpi_config_options.compose( a_hostfile ) )
    print_d( a_call + '\n' )


    print_d( "\n----------------------- Running actual functionality ----------------------\n" )
    a_spent_time = Timer()

    an_ec2_conn = ec2.common.region_connect( a_cluster_location, AWS_ACCESS_KEY_ID, AWS_SECRET_ACCESS_KEY )
    a_reservation = ec2.use.get_reservation( an_ec2_conn, a_cluster_id )
    print_d( '< %r > : %s\n' % ( a_reservation, a_reservation.instances ) )

    a_master_node = an_instance = a_reservation.instances[ 0 ]


    print_d( "\n--------------------- Uploading case data to S3 ---------------------------\n"  )
    import os; a_case_name = os.path.basename( a_case_dir )

    from cloudflu.amazon.s3 import TRootObject
    a_root_object = TRootObject.get( AWS_ACCESS_KEY_ID, AWS_SECRET_ACCESS_KEY )
    print_d( "a_root_object = %s\n" % a_root_object )
    
    import data_upload
    an_input_study = data_upload.entry_point( a_root_object, { a_case_dir : '' }, an_upload_seed_size, a_number_threads )

    an_input_study_name = an_input_study.name()
    print_d( "an_input_study_name = '%s'\n" % an_input_study_name )
    

    print_d( "\n------------------ Installing cloudflu to master node ----------------------\n"  )
    a_password = None
    a_host_name = an_instance.public_dns_name
    an_identity_file = ec2.run.get_identity_filepath( an_instance.key_name )
    
    ssh.options.echo( a_password, an_identity_file, a_host_port, a_login_name, a_host_name )
    a_ssh_client = ssh.connect( a_password, an_identity_file, a_host_port, a_login_name, a_host_name )
    
    an_instance2ssh = {}
    an_instance2ssh[ an_instance ] = a_ssh_client
    

    print_d( "\n------------- Downloading case data from S3 to the master node ------------\n"  )
    a_stdout_lines = ssh.command( a_ssh_client, 'python -c "import os, os.path, tempfile; print tempfile.mkdtemp()"' )
    a_working_dir = a_stdout_lines[ 0 ][ : -1 ]
    print_d( "a_working_dir = '%s'\n" % a_working_dir )

    ssh.command( a_ssh_client, "cloudflu-download --study-name=%s --output-dir=%s --remove" % ( an_input_study_name, a_working_dir ) )
    
    print_d( "\n--- Sharing the solver case folder for all the cluster nodes through NFS --\n" )
    ssh.command( a_ssh_client, "sudo sh -c 'echo %s *\(rw,no_root_squash,sync,subtree_check\) >> /etc/exports'" % ( a_working_dir ) )
    ssh.command( a_ssh_client, "sudo exportfs -a" ) # make changes effective on the running NFS server

    for an_instance in a_reservation.instances[ 1 : ] :
        a_host_name = an_instance.public_dns_name
        ssh.options.echo( a_password, an_identity_file, a_host_port, a_login_name, a_host_name )
        
        a_ssh_client = ssh.connect( a_password, an_identity_file, a_host_port, a_login_name, a_host_name )
        ssh.command( a_ssh_client, "mkdir -p %s" % ( a_working_dir ) )
        ssh.command( a_ssh_client, "sudo mount %s:%s %s" % ( a_master_node.private_ip_address, a_working_dir, a_working_dir ) )
        
        an_instance2ssh[ an_instance ] = a_ssh_client
        pass
    
    print_d( "\n------------------------ Get access the booked study ----------------------\n" )
    import study_book; 
    an_output_study = study_book.entry_point( a_root_object, a_study_name, True )


    print_d( "\n----------------------- Running of the solver case ------------------------\n" )
    a_num_nodes = len( a_reservation.instances )

    a_target_dir = os.path.join( a_working_dir, a_case_name )

    an_additional_args = "--study-name='%s' --booked --upload-seed-size=%d" % ( a_study_name, an_upload_seed_size )

    a_ssh_client = an_instance2ssh[ a_master_node ]
    ssh.command( a_ssh_client, "%s/%s %d '%s' %s" % ( a_target_dir, a_run_hook, a_num_nodes, a_hostfile, an_additional_args ) )

    an_output_study.seal()

    [ a_ssh_client.close() for a_ssh_client in an_instance2ssh.values() ]
    
    print_d( "a_spent_time = %s, sec\n" % a_spent_time )
    

    print_d( "\n------------------ Printing succussive pipeline arguments -----------------\n" )
    ec2.use.options.track( a_cluster_id )

    
    print_d( "\n--------------------------- Canonical substitution ------------------------\n" )
    print_d( a_call + '\n' )
    

    print_d( "\n-------------------------------------- OK ---------------------------------\n" )
    pass