class ZeroRpcApiEndpoint(object):
+ """
+ Simple API endpoint that offers a zerorpc-based
+ interface. This interface will be used by the
+ default command line client.
+ It can be used as a reference to implement
+ REST interfaces providing the same semantics,
+ like e.g. OpenStack compute API.
+ """
def __init__(self, listenip, port):
self.dcs = {}
class MultiDatacenterApi(object):
+ """
+ Just pass through the corresponding request to the
+ selected data center. Do not implement provisioning
+ logic here because will will have multiple API
+ endpoint implementations at the end.
+ """
def __init__(self, dcs):
self.dcs = dcs
def compute_action_start(self, dc_name, compute_name):
- # TODO return UUID / IP ?
+ # TODO what to return UUID / IP ?
logging.debug("RPC CALL: compute start")
if dc_name in self.dcs:
self.dcs[dc_name].addCompute(compute_name)
This is an example topology for the distributed cloud emulator (dcemulator).
(c) 2015 by Manuel Peuster <manuel.peuster@upb.de>
+
+This is an example that shows how a user of the emulation tool can
+define network topologies with multiple emulated cloud data centers.
+
+The definition is done with a Python API which looks very similar to the
+Mininet API (in fact it is a wrapper for it).
+
+We only specify the topology *between* data centers not within a single
+data center (data center internal setups or placements are not of interest,
+we want to experiment with VNF chains deployed across multiple PoPs).
+
The original Mininet API has to be completely hidden and not be used by this
script.
"""
def create_topology1():
- # TODO add long comments to this example to show people how to use this
- # initialize network
+ """
+ 1. Create a data center network object (DCNetwork)
+ """
net = DCNetwork()
- # add data centers
+ """
+ 2. Add (logical) data centers to the topology
+ (each data center is one "bigswitch" in our simplified
+ first prototype)
+ """
dc1 = net.addDatacenter("dc1")
dc2 = net.addDatacenter("dc2")
dc3 = net.addDatacenter("dc3")
dc4 = net.addDatacenter("dc4")
- # add additional SDN switches to our topology
+
+ """
+ 3. You can add additional SDN switches for data center
+ interconnections to the network.
+ """
s1 = net.addSwitch("s1")
- # add links between data centers
+
+ """
+ 4. Add links between your data centers and additional switches
+ to define you topology.
+ These links can use Mininet's features to limit bw, add delay or jitter.
+ """
net.addLink(dc1, dc2)
net.addLink("dc1", s1)
net.addLink(s1, "dc3")
net.addLink(s1, dc4)
- # create and start APIs (to access emulated cloud data centers)
+ """
+ 5. We want to access and control our data centers from the outside,
+ e.g., we want to connect an orchestrate to start/stop compute
+ resources aka. VNFs (represented by Docker containers in the emulated)
+
+ So we need to instantiate API endpoints (e.g. a zerorpc or REST
+ interface). Depending on the endpoint implementations, we can connect
+ one or more data centers to it, which can then be controlled through
+ this API, e.g., start/stop/list compute instances.
+ """
+ # create a new instance of a endpoint implementation
zapi1 = ZeroRpcApiEndpoint("0.0.0.0", 4242)
+ # connect data centers to this endpoint
zapi1.connectDatacenter(dc1)
zapi1.connectDatacenter(dc2)
+ # run API endpoint server (in another thread, don't block)
zapi1.start()
- # lets also create a second API endpoint on another port to
- # demonstrate hat you can have one endpoint for each of
- # your data centers
+
+ """
+ 5.1. For our example, we create a second endpoint to illustrate that
+ this is support by our design. This feature allows us to have
+ one API endpoint for each data center. This makes the emulation
+ environment more realistic because you can easily create one
+ OpenStack-like REST API endpoint for *each* data center.
+ This will look like a real-world multi PoP/data center deployment
+ from the perspective of an orchestrator.
+ """
zapi2 = ZeroRpcApiEndpoint("0.0.0.0", 4343)
zapi2.connectDatacenter(dc3)
zapi2.connectDatacenter(dc4)
zapi2.start()
- # start network
+ """
+ 6. Finally we are done and can start our network (the emulator).
+ We can also enter the Mininet CLI to interactively interact
+ with our compute resources (just like in default Mininet).
+ But we can also implement fully automated experiments that
+ can be executed again and again.
+ """
net.start()
- net.CLI() # TODO remove this when we integrate APIs?
- net.stop() # TODO remove this when we integrate APIs?
+ net.CLI()
+ # when the user types exit in the CLI, we stop the emulator
+ net.stop()
def main():