| peusterm | cbcd4c2 | 2015-12-28 11:33:42 +0100 | [diff] [blame] | 1 | """ |
| 2 | Distributed Cloud Emulator (dcemulator) |
| 3 | (c) 2015 by Manuel Peuster <manuel.peuster@upb.de> |
| 4 | """ |
| peusterm | 7aae685 | 2016-01-12 14:53:18 +0100 | [diff] [blame] | 5 | from mininet.node import Docker |
| peusterm | ea8db83 | 2016-03-08 10:25:58 +0100 | [diff] [blame] | 6 | from mininet.link import Link |
| peusterm | cbcd4c2 | 2015-12-28 11:33:42 +0100 | [diff] [blame] | 7 | import logging |
| peusterm | 60bf8b8 | 2016-04-06 14:12:35 +0200 | [diff] [blame^] | 8 | import time |
| 9 | import json |
| peusterm | cbcd4c2 | 2015-12-28 11:33:42 +0100 | [diff] [blame] | 10 | |
| peusterm | 3444ae4 | 2016-03-16 20:46:41 +0100 | [diff] [blame] | 11 | LOG = logging.getLogger("dcemulator") |
| 12 | LOG.setLevel(logging.DEBUG) |
| 13 | |
| peusterm | cbcd4c2 | 2015-12-28 11:33:42 +0100 | [diff] [blame] | 14 | |
| 15 | DCDPID_BASE = 1000 # start of switch dpid's used for data center switches |
| 16 | |
| 17 | |
| peusterm | 7aae685 | 2016-01-12 14:53:18 +0100 | [diff] [blame] | 18 | class EmulatorCompute(Docker): |
| 19 | """ |
| 20 | Emulator specific compute node class. |
| 21 | Inherits from Dockernet's Docker host class. |
| 22 | Represents a single container connected to a (logical) |
| 23 | data center. |
| 24 | We can add emulator specific helper functions to it. |
| 25 | """ |
| 26 | |
| 27 | def __init__( |
| 28 | self, name, dimage, **kwargs): |
| peusterm | 42f08be | 2016-03-10 21:56:34 +0100 | [diff] [blame] | 29 | self.datacenter = kwargs.get("datacenter") # pointer to current DC |
| 30 | self.flavor_name = kwargs.get("flavor_name") |
| peusterm | 3444ae4 | 2016-03-16 20:46:41 +0100 | [diff] [blame] | 31 | LOG.debug("Starting compute instance %r in data center %r" % (name, str(self.datacenter))) |
| peusterm | 7aae685 | 2016-01-12 14:53:18 +0100 | [diff] [blame] | 32 | # call original Docker.__init__ |
| 33 | Docker.__init__(self, name, dimage, **kwargs) |
| 34 | |
| 35 | def getNetworkStatus(self): |
| 36 | """ |
| 37 | Helper method to receive information about the virtual networks |
| 38 | this compute instance is connected to. |
| 39 | """ |
| peusterm | 056fd45 | 2016-01-12 15:32:25 +0100 | [diff] [blame] | 40 | # format list of tuples (name, Ip, MAC, isUp, status) |
| 41 | return [(str(i), i.IP(), i.MAC(), i.isUp(), i.status()) |
| 42 | for i in self.intfList()] |
| peusterm | 7aae685 | 2016-01-12 14:53:18 +0100 | [diff] [blame] | 43 | |
| 44 | def getStatus(self): |
| 45 | """ |
| 46 | Helper method to receive information about this compute instance. |
| 47 | """ |
| peusterm | 056fd45 | 2016-01-12 15:32:25 +0100 | [diff] [blame] | 48 | status = {} |
| 49 | status["name"] = self.name |
| 50 | status["network"] = self.getNetworkStatus() |
| 51 | status["image"] = self.dimage |
| 52 | status["cpu_quota"] = self.cpu_quota |
| 53 | status["cpu_period"] = self.cpu_period |
| 54 | status["cpu_shares"] = self.cpu_shares |
| 55 | status["cpuset"] = self.cpuset |
| 56 | status["mem_limit"] = self.mem_limit |
| 57 | status["memswap_limit"] = self.memswap_limit |
| 58 | status["state"] = self.dcli.inspect_container(self.dc)["State"] |
| 59 | status["id"] = self.dcli.inspect_container(self.dc)["Id"] |
| peusterm | 2ec74e1 | 2016-01-13 11:17:53 +0100 | [diff] [blame] | 60 | status["datacenter"] = (None if self.datacenter is None |
| peusterm | a47db03 | 2016-02-04 14:55:29 +0100 | [diff] [blame] | 61 | else self.datacenter.label) |
| peusterm | 056fd45 | 2016-01-12 15:32:25 +0100 | [diff] [blame] | 62 | return status |
| peusterm | 7aae685 | 2016-01-12 14:53:18 +0100 | [diff] [blame] | 63 | |
| 64 | |
| peusterm | cbcd4c2 | 2015-12-28 11:33:42 +0100 | [diff] [blame] | 65 | class Datacenter(object): |
| 66 | """ |
| 67 | Represents a logical data center to which compute resources |
| 68 | (Docker containers) can be added at runtime. |
| peusterm | e4e89d3 | 2016-01-07 09:14:54 +0100 | [diff] [blame] | 69 | |
| 70 | Will also implement resource bookkeeping in later versions. |
| peusterm | cbcd4c2 | 2015-12-28 11:33:42 +0100 | [diff] [blame] | 71 | """ |
| 72 | |
| peusterm | a47db03 | 2016-02-04 14:55:29 +0100 | [diff] [blame] | 73 | DC_COUNTER = 1 |
| 74 | |
| peusterm | 60bf8b8 | 2016-04-06 14:12:35 +0200 | [diff] [blame^] | 75 | def __init__(self, label, metadata={}, resource_log_path=None): |
| peusterm | cbcd4c2 | 2015-12-28 11:33:42 +0100 | [diff] [blame] | 76 | self.net = None # DCNetwork to which we belong |
| peusterm | a47db03 | 2016-02-04 14:55:29 +0100 | [diff] [blame] | 77 | # each node (DC) has a short internal name used by Mininet |
| 78 | # this is caused by Mininets naming limitations for swtiches etc. |
| 79 | self.name = "dc%d" % Datacenter.DC_COUNTER |
| 80 | Datacenter.DC_COUNTER += 1 |
| peusterm | 5350494 | 2016-02-04 16:09:28 +0100 | [diff] [blame] | 81 | # use this for user defined names that can be longer than self.name |
| 82 | self.label = label |
| 83 | # dict to store arbitrary metadata (e.g. latitude and longitude) |
| 84 | self.metadata = metadata |
| peusterm | 60bf8b8 | 2016-04-06 14:12:35 +0200 | [diff] [blame^] | 85 | # path to which resource information should be logged (e.g. for experiments). None = no logging |
| 86 | self.resource_log_path = resource_log_path |
| peusterm | 42f08be | 2016-03-10 21:56:34 +0100 | [diff] [blame] | 87 | # first prototype assumes one "bigswitch" per DC |
| 88 | self.switch = None |
| 89 | # keep track of running containers |
| 90 | self.containers = {} |
| 91 | # pointer to assigned resource model |
| 92 | self._resource_model = None |
| peusterm | cbcd4c2 | 2015-12-28 11:33:42 +0100 | [diff] [blame] | 93 | |
| peusterm | e26487b | 2016-03-08 14:00:21 +0100 | [diff] [blame] | 94 | def __repr__(self): |
| 95 | return self.label |
| 96 | |
| peusterm | cbcd4c2 | 2015-12-28 11:33:42 +0100 | [diff] [blame] | 97 | def _get_next_dc_dpid(self): |
| 98 | global DCDPID_BASE |
| 99 | DCDPID_BASE += 1 |
| 100 | return DCDPID_BASE |
| 101 | |
| 102 | def create(self): |
| 103 | """ |
| 104 | Each data center is represented by a single switch to which |
| 105 | compute resources can be connected at run time. |
| 106 | |
| peusterm | 9c252b6 | 2016-01-06 16:59:53 +0100 | [diff] [blame] | 107 | TODO: This will be changed in the future to support multiple networks |
| peusterm | cbcd4c2 | 2015-12-28 11:33:42 +0100 | [diff] [blame] | 108 | per data center |
| 109 | """ |
| peusterm | 293cbc3 | 2016-01-13 17:05:28 +0100 | [diff] [blame] | 110 | self.switch = self.net.addSwitch( |
| peusterm | cbcd4c2 | 2015-12-28 11:33:42 +0100 | [diff] [blame] | 111 | "%s.s1" % self.name, dpid=hex(self._get_next_dc_dpid())[2:]) |
| peusterm | 3444ae4 | 2016-03-16 20:46:41 +0100 | [diff] [blame] | 112 | LOG.debug("created data center switch: %s" % str(self.switch)) |
| peusterm | cbcd4c2 | 2015-12-28 11:33:42 +0100 | [diff] [blame] | 113 | |
| 114 | def start(self): |
| 115 | pass |
| 116 | |
| peusterm | 42f08be | 2016-03-10 21:56:34 +0100 | [diff] [blame] | 117 | def startCompute(self, name, image=None, command=None, network=None, flavor_name="tiny"): |
| peusterm | e4e89d3 | 2016-01-07 09:14:54 +0100 | [diff] [blame] | 118 | """ |
| 119 | Create a new container as compute resource and connect it to this |
| 120 | data center. |
| peusterm | 7f8e840 | 2016-02-28 18:38:10 +0100 | [diff] [blame] | 121 | :param name: name (string) |
| 122 | :param image: image name (string) |
| 123 | :param command: command (string) |
| 124 | :param network: networks list({"ip": "10.0.0.254/8"}, {"ip": "11.0.0.254/24"}) |
| peusterm | 42f08be | 2016-03-10 21:56:34 +0100 | [diff] [blame] | 125 | :param flavor_name: name of the flavor for this compute container |
| peusterm | 7f8e840 | 2016-02-28 18:38:10 +0100 | [diff] [blame] | 126 | :return: |
| peusterm | e4e89d3 | 2016-01-07 09:14:54 +0100 | [diff] [blame] | 127 | """ |
| peusterm | 4e98b63 | 2016-01-12 14:08:07 +0100 | [diff] [blame] | 128 | assert name is not None |
| peusterm | 9165ef9 | 2016-01-13 13:50:39 +0100 | [diff] [blame] | 129 | # no duplications |
| peusterm | bd44f4a | 2016-01-13 14:53:30 +0100 | [diff] [blame] | 130 | if name in [c.name for c in self.net.getAllContainers()]: |
| peusterm | 9165ef9 | 2016-01-13 13:50:39 +0100 | [diff] [blame] | 131 | raise Exception("Container with name %s already exists." % name) |
| peusterm | 4e98b63 | 2016-01-12 14:08:07 +0100 | [diff] [blame] | 132 | # set default parameter |
| 133 | if image is None: |
| 134 | image = "ubuntu" |
| 135 | if network is None: |
| 136 | network = {} # {"ip": "10.0.0.254/8"} |
| peusterm | 7f8e840 | 2016-02-28 18:38:10 +0100 | [diff] [blame] | 137 | if isinstance(network, dict): |
| 138 | network = [network] # if we have only one network, put it in a list |
| 139 | if isinstance(network, list): |
| 140 | if len(network) < 1: |
| 141 | network.append({}) |
| 142 | |
| peusterm | 42f08be | 2016-03-10 21:56:34 +0100 | [diff] [blame] | 143 | # allocate in resource resource model and compute resource limits for new container |
| peusterm | 71b3a2f | 2016-03-19 12:56:11 +0100 | [diff] [blame] | 144 | cpu_limit = mem_limit = disk_limit = -1 |
| 145 | cpu_period = cpu_quota = None |
| peusterm | 42f08be | 2016-03-10 21:56:34 +0100 | [diff] [blame] | 146 | if self._resource_model is not None: |
| peusterm | 71b3a2f | 2016-03-19 12:56:11 +0100 | [diff] [blame] | 147 | # call allocate in resource model to calculate resource limit for this container |
| peusterm | a769d95 | 2016-03-12 12:01:27 +0100 | [diff] [blame] | 148 | (cpu_limit, mem_limit, disk_limit) = alloc = self._resource_model.allocate(name, flavor_name) |
| peusterm | 3444ae4 | 2016-03-16 20:46:41 +0100 | [diff] [blame] | 149 | LOG.debug("Allocation result: %r" % str(alloc)) |
| peusterm | 71b3a2f | 2016-03-19 12:56:11 +0100 | [diff] [blame] | 150 | # check if we have a cpu_limit given by the used resource model |
| 151 | if cpu_limit > 0: |
| 152 | # calculate cpu period and quota for CFS |
| 153 | # (see: https://www.kernel.org/doc/Documentation/scheduler/sched-bwc.txt) |
| 154 | # TODO consider multi core machines etc! non trivial! |
| 155 | # Attention minimum cpu_quota is 1ms (micro) |
| 156 | cpu_period = 100000 # lets consider a fixed period of 100000 microseconds for now |
| 157 | cpu_quota = cpu_period * cpu_limit # calculate the fraction of cpu time for this container |
| 158 | LOG.debug( |
| 159 | "CPU limit: cpu_quota = cpu_period * cpu_limit = %f * %f = %f" % (cpu_period, cpu_limit, cpu_quota)) |
| 160 | # ATTENTION >= 1000 to avoid a invalid argument system error ... no idea why |
| 161 | if cpu_quota < 1000: |
| 162 | cpu_quota = 1000 |
| peusterm | 972a9f0 | 2016-03-25 14:58:05 +0100 | [diff] [blame] | 163 | LOG.warning("Increased CPU quota for %r to avoid system error." % name) |
| 164 | # check if we have a mem_limit given by the used resource model |
| 165 | if mem_limit > 0: |
| 166 | LOG.debug( |
| 167 | "MEM limit: mem_limit = %f MB" % mem_limit) |
| 168 | # ATTENTION minimum mem_limit per container is 4MB |
| 169 | if mem_limit < 4: |
| 170 | mem_limit = 4 |
| 171 | LOG.warning("Increased MEM limit for %r because it was less than 4.0 MB." % name) |
| peusterm | 7f8e840 | 2016-02-28 18:38:10 +0100 | [diff] [blame] | 172 | # create the container |
| peusterm | 42f08be | 2016-03-10 21:56:34 +0100 | [diff] [blame] | 173 | d = self.net.addDocker( |
| 174 | "%s" % (name), |
| 175 | dimage=image, |
| 176 | dcmd=command, |
| 177 | datacenter=self, |
| peusterm | 71b3a2f | 2016-03-19 12:56:11 +0100 | [diff] [blame] | 178 | flavor_name=flavor_name, |
| 179 | cpu_period=int(cpu_period) if cpu_limit > 0 else None, # set cpu limits if needed |
| 180 | cpu_quota=int(cpu_quota) if cpu_limit > 0 else None, |
| peusterm | 972a9f0 | 2016-03-25 14:58:05 +0100 | [diff] [blame] | 181 | mem_limit="%dm" % int(mem_limit) if mem_limit > 0 else None, # set mem limits if needed |
| 182 | memswap_limit="%dm" % int(mem_limit) if mem_limit > 0 else None # lets set swap to mem limit for now |
| peusterm | 71b3a2f | 2016-03-19 12:56:11 +0100 | [diff] [blame] | 183 | ) |
| peusterm | 7f8e840 | 2016-02-28 18:38:10 +0100 | [diff] [blame] | 184 | # connect all given networks |
| 185 | for nw in network: |
| peusterm | ea8db83 | 2016-03-08 10:25:58 +0100 | [diff] [blame] | 186 | # TODO we cannot use TCLink here (see: https://github.com/mpeuster/dockernet/issues/3) |
| 187 | self.net.addLink(d, self.switch, params1=nw, cls=Link) |
| peusterm | 2ec74e1 | 2016-01-13 11:17:53 +0100 | [diff] [blame] | 188 | # do bookkeeping |
| peusterm | a2ad9ff | 2016-01-11 17:10:07 +0100 | [diff] [blame] | 189 | self.containers[name] = d |
| peusterm | 60bf8b8 | 2016-04-06 14:12:35 +0200 | [diff] [blame^] | 190 | |
| 191 | # write resource log if a path is given |
| 192 | if self.resource_log_path is not None: |
| 193 | l = dict() |
| 194 | l["t"] = time.time() |
| 195 | l["name"] = name |
| 196 | l["compute"] = d.getStatus() |
| 197 | l["flavor_name"] = flavor_name |
| 198 | l["action"] = "allocate" |
| 199 | l["cpu_limit"] = cpu_limit |
| 200 | l["mem_limit"] = mem_limit |
| 201 | l["disk_limit"] = disk_limit |
| 202 | l["rm_state"] = None if self._resource_model is None else self._resource_model.get_state_dict() |
| 203 | # append to logfile |
| 204 | with open(self.resource_log_path, "a") as f: |
| 205 | f.write("%s\n" % json.dumps(l)) |
| peusterm | fa4bcc7 | 2016-01-15 11:08:09 +0100 | [diff] [blame] | 206 | return d # we might use UUIDs for naming later on |
| peusterm | cbcd4c2 | 2015-12-28 11:33:42 +0100 | [diff] [blame] | 207 | |
| peusterm | 7aae685 | 2016-01-12 14:53:18 +0100 | [diff] [blame] | 208 | def stopCompute(self, name): |
| peusterm | a2ad9ff | 2016-01-11 17:10:07 +0100 | [diff] [blame] | 209 | """ |
| 210 | Stop and remove a container from this data center. |
| 211 | """ |
| peusterm | 9165ef9 | 2016-01-13 13:50:39 +0100 | [diff] [blame] | 212 | assert name is not None |
| 213 | if name not in self.containers: |
| 214 | raise Exception("Container with name %s not found." % name) |
| peusterm | 60bf8b8 | 2016-04-06 14:12:35 +0200 | [diff] [blame^] | 215 | LOG.debug("Stopping compute instance %r in data center %r" % (name, str(self))) |
| peusterm | a2ad9ff | 2016-01-11 17:10:07 +0100 | [diff] [blame] | 216 | self.net.removeLink( |
| 217 | link=None, node1=self.containers[name], node2=self.switch) |
| peusterm | c3b977e | 2016-01-12 10:09:35 +0100 | [diff] [blame] | 218 | self.net.removeDocker("%s" % (name)) |
| peusterm | a2ad9ff | 2016-01-11 17:10:07 +0100 | [diff] [blame] | 219 | del self.containers[name] |
| peusterm | 42f08be | 2016-03-10 21:56:34 +0100 | [diff] [blame] | 220 | # call resource model and free resources |
| 221 | if self._resource_model is not None: |
| 222 | self._resource_model.free(name) |
| peusterm | 60bf8b8 | 2016-04-06 14:12:35 +0200 | [diff] [blame^] | 223 | |
| 224 | # write resource log if a path is given |
| 225 | if self.resource_log_path is not None: |
| 226 | l = dict() |
| 227 | l["t"] = time.time() |
| 228 | l["name"] = name |
| 229 | l["flavor_name"] = None |
| 230 | l["action"] = "free" |
| 231 | l["cpu_limit"] = -1 |
| 232 | l["mem_limit"] = -1 |
| 233 | l["disk_limit"] = -1 |
| 234 | l["rm_state"] = None if self._resource_model is None else self._resource_model.get_state_dict() |
| 235 | # append to logfile |
| 236 | with open(self.resource_log_path, "a") as f: |
| 237 | f.write("%s\n" % json.dumps(l)) |
| peusterm | 4e98b63 | 2016-01-12 14:08:07 +0100 | [diff] [blame] | 238 | return True |
| 239 | |
| 240 | def listCompute(self): |
| 241 | """ |
| 242 | Return a list of all running containers assigned to this |
| 243 | data center. |
| 244 | """ |
| peusterm | 5aa8cf2 | 2016-01-15 11:12:17 +0100 | [diff] [blame] | 245 | return list(self.containers.itervalues()) |
| peusterm | d313dc1 | 2016-02-04 15:36:02 +0100 | [diff] [blame] | 246 | |
| 247 | def getStatus(self): |
| 248 | """ |
| 249 | Return a dict with status information about this DC. |
| 250 | """ |
| peusterm | 5350494 | 2016-02-04 16:09:28 +0100 | [diff] [blame] | 251 | return { |
| 252 | "label": self.label, |
| 253 | "internalname": self.name, |
| 254 | "switch": self.switch.name, |
| 255 | "n_running_containers": len(self.containers), |
| 256 | "metadata": self.metadata |
| 257 | } |
| peusterm | 42f08be | 2016-03-10 21:56:34 +0100 | [diff] [blame] | 258 | |
| 259 | def assignResourceModel(self, rm): |
| peusterm | 279565d | 2016-03-19 10:36:52 +0100 | [diff] [blame] | 260 | """ |
| 261 | Assign a resource model to this DC. |
| 262 | :param rm: a BaseResourceModel object |
| 263 | :return: |
| 264 | """ |
| peusterm | 42f08be | 2016-03-10 21:56:34 +0100 | [diff] [blame] | 265 | if self._resource_model is not None: |
| 266 | raise Exception("There is already an resource model assigned to this DC.") |
| 267 | self._resource_model = rm |
| 268 | self.net.rm_registrar.register(self, rm) |
| peusterm | 3444ae4 | 2016-03-16 20:46:41 +0100 | [diff] [blame] | 269 | LOG.info("Assigned RM: %r to DC: %r" % (rm, self)) |
| peusterm | 42f08be | 2016-03-10 21:56:34 +0100 | [diff] [blame] | 270 | |