def update(self, jsconfig):
statusText = 'Unidentified Error Saving Project'
# close any existing workflow
if self.Workflow is not None:
try:
self.Workflow.close()
except:
pass
# set the new updated config from the UI
try:
self._config = json.loads(jsconfig)
except:
statusText = 'This Project Configuration is Bad'
else:
# Check for valid input component
(in_status, inputs) = self.config_has_valid_input()
(out_status, outputs) = self.config_has_valid_output()
if in_status is False:
statusText = 'Unable To Save Configuration<br><br>No Valid Adapter Specified<br>.'
# Check for valid output component
elif out_status is False:
statusText = 'Unable To Save Configuration<br><br>No Valid Publisher Specified<br>.'
else:
# translate the current config into a usable DAG
result = self.translate()
if result is False:
statusText = 'Error Translating Supplied Configuration'
# check the connectivity of the graph
elif not self.is_connected(inputs, outputs):
statusText = 'Unable To Save Project<br><br>Found Broken Path Between Adapter and Publisher.<br>'
else:
# Build the new workflow
try:
try:
# get the core count from the config
cores = int(config['cores'])
# has to be at least 1
if cores < 1:
cores = 1
except:
log.warning('Could not get core count from config.')
traceback.print_exc()
log.warning('Defaulting to core count of 1')
cores = 1
#log.info('Core count: %s' % cores)
self.Workflow = Dataflow(self.Graph, cores)
except:
statusText = 'Error Constructing Workflow'
else:
statusText = 'Project Successfully Saved'
# Save config here...
fp = None
try:
fp = open('projects/default.txt', 'w')
fp.write(jsconfig)
except:
log.error('Unable to save configuration')
else:
log.info('Configuration successfully saved')
finally:
if fp is not None:
fp.close()
return statusText
class DataFlowGraph(object):
def __init__(self):
self._workflow = None
self._config = None
self._graph = None
# load plugins
self.plugins = init_plugins()
self.plugin_registry = {}
# load each type here...
try:
self._filters = self.plugins['FILTER'].keys()
except:
self._filters = []
else:
self.plugin_registry.update(self.plugins['FILTER'])
try:
self._transformers = self.plugins['TRANSFORMER'].keys()
except:
self._transformers = []
else:
self.plugin_registry.update(self.plugins['TRANSFORMER'])
try:
self._operators = self.plugins['OPERATOR'].keys()
except:
self._operators = []
else:
self.plugin_registry.update(self.plugins['OPERATOR'])
try:
self._extractors = self.plugins['EXTRACTOR'].keys()
except:
self._extractors = []
else:
self.plugin_registry.update(self.plugins['EXTRACTOR'])
try:
self._input_adapters = self.plugins['ADAPTER'].keys()
except:
self._input_adapters = []
else:
self.plugin_registry.update(self.plugins['ADAPTER'])
try:
self._output_adapters = self.plugins['PUBLISHER'].keys()
except:
self._output_adapter = []
else:
self.plugin_registry.update(self.plugins['PUBLISHER'])
self._registered_instances = {}
fp = None
try:
fp = open('projects/default.txt', 'r')
jsconfig = fp.read()
config = json.loads(jsconfig)
except:
pass
else:
self.loadConfig(config)
finally:
if fp is not None:
fp.close()
def newInstance(self, className):
try:
className = className.replace(' ', '')
cls = self.plugin_registry[className]
this_instance = cls()
except:
# need to complain about invalid className
log.error('Failed to create component %s - Invalid Classname' % className)
log.debug('Plugin Registry Dump:', self.plugin_registry)
return None
else:
key = str(hash(this_instance))
self._registered_instances[key] = this_instance
return key
def removeInstance(self, key):
try:
self._registered_instances[key]
except:
log.error('Failed to delete component %s - Instance not found' % key)
log.debug('Registered Instances: %s' % self._registered_instances)
else:
self._registered_instances.pop(key)
def Inputs(self, key):
#return self._registered_instances[key].Inputs
# needs error handling here...
return self._registered_instances[key].get_in_ports()
def Outputs(self, key):
#return self._registered_instances[key].Outputs
return self._registered_instances[key].get_out_ports()
def Instance(self, key):
return self._registered_instances[key]
def update(self, jsconfig):
statusText = 'Unidentified Error Saving Project'
# close any existing workflow
if self.Workflow is not None:
try:
self.Workflow.close()
except:
pass
# set the new updated config from the UI
try:
self._config = json.loads(jsconfig)
except:
statusText = 'This Project Configuration is Bad'
else:
# Check for valid input component
(in_status, inputs) = self.config_has_valid_input()
(out_status, outputs) = self.config_has_valid_output()
if in_status is False:
statusText = 'Unable To Save Configuration<br><br>No Valid Adapter Specified<br>.'
# Check for valid output component
elif out_status is False:
statusText = 'Unable To Save Configuration<br><br>No Valid Publisher Specified<br>.'
else:
# translate the current config into a usable DAG
result = self.translate()
if result is False:
statusText = 'Error Translating Supplied Configuration'
# check the connectivity of the graph
elif not self.is_connected(inputs, outputs):
statusText = 'Unable To Save Project<br><br>Found Broken Path Between Adapter and Publisher.<br>'
else:
# Build the new workflow
try:
try:
# get the core count from the config
cores = int(config['cores'])
# has to be at least 1
if cores < 1:
cores = 1
except:
log.warning('Could not get core count from config.')
traceback.print_exc()
log.warning('Defaulting to core count of 1')
cores = 1
#log.info('Core count: %s' % cores)
self.Workflow = Dataflow(self.Graph, cores)
except:
statusText = 'Error Constructing Workflow'
else:
statusText = 'Project Successfully Saved'
# Save config here...
fp = None
try:
fp = open('projects/default.txt', 'w')
fp.write(jsconfig)
except:
log.error('Unable to save configuration')
else:
log.info('Configuration successfully saved')
finally:
if fp is not None:
fp.close()
return statusText
def is_connected(self, starts, ends):
for start in starts:
for end in ends:
connected = self.find_path(self.Graph, self._registered_instances[start], self._registered_instances[end])
if connected is None:
return False
return True
def find_path(self, graph, start, end, path=[]):
path = path + [start]
if start == end:
return path
if not graph.has_key(start):
return None
for node in graph[start]:
if node not in path:
newpath = self.find_path(graph, node, end, path)
if newpath:
return newpath
return None
def _get_workflow(self):
return self._workflow
def _set_workflow(self, wf):
self._workflow = wf
def _get_config(self):
return self._config
def _set_config(self, config):
self._config = config
def _get_graph(self):
return self._graph
def _set_graph(self, graph):
self._graph = graph
def config_has_valid_input(self):
valid_input = False
valid_inputs = []
for container in self.Config['containers']:
if container['type'] == 'Adapters':
valid_input = True
valid_inputs.append(container['cid'])
return (valid_input, valid_inputs)
def config_has_valid_output(self):
valid_output = False
valid_outputs = []
for container in self.Config['containers']:
if container['type'] == 'Publishers':
valid_output = True
valid_outputs.append(container['cid'])
return (valid_output, valid_outputs)
def translate(self):
status = None
G = {}
for entry in self.Config['wires']:
try:
source_container_id = entry['src']['moduleId']
target_container_id = entry['tgt']['moduleId']
input = entry['tgt']['termid']
output = entry['src']['termid']
source_key = self.Config['containers'][source_container_id]['cid']
target_key = self.Config['containers'][target_container_id]['cid']
source = self._registered_instances[source_key]
target = self._registered_instances[target_key]
except:
status = False
else:
if G.has_key(source):
current_children = G[source]
current_children[target] = (output, input)
G[source] = current_children
else:
G[source] = {target:(output, input)}
status = True
# set the graph
self.Graph = G
return status
def send(self, doc):
response = {}
try:
if self.Workflow is not None:
self.Workflow.send(doc)
response['status'] = 'success'
else:
log.error('No workflow defined')
response['status'] = 'failure'
response['error'] = 'No Active Workflow Defined'
except:
response['status'] = 'failure'
response['error'] = 'Unexpected Error Running Project'
return response
def _get_filters(self):
self._filters.sort()
return self._filters
def _get_operators(self):
self._operators.sort()
return self._operators
def _get_extractors(self):
self._extractors.sort()
return self._extractors
def _get_input_adapters(self):
self._input_adapters.sort()
return self._input_adapters
def _get_output_adapters(self):
self._output_adapters.sort()
return self._output_adapters
def _get_transformers(self):
self._transformers.sort()
return self._transformers
def getComponentConfig(self, id):
try:
params = self._registered_instances[id].get_parameters()
except:
log.error('Could not get component with id %s' % id)
params = 'null'
log.debug('Component Parameters: %s' % params)
return params
def setParam(self, id, param, value):
try:
self._registered_instances[id].set_parameter(param, value)
log.debug('Setting Parameters: %s = %s' % (param, value))
except:
log.error('Unable to set paramaters: %s' % (param, value))
# class properties
Config = property(_get_config, _set_config)
Graph = property(_get_graph, _set_graph)
Workflow = property(_get_workflow, _set_workflow)
Filters = property(_get_filters)
Transformers = property(_get_transformers)
Extractors = property(_get_extractors)
InputAdapters = property(_get_input_adapters)
OutputAdapters = property(_get_output_adapters)
Operators = property(_get_operators)
def loadConfig(self, config):
for mod in config['containers']:
this_mod = mod['filterName']
id = self.newInstance(this_mod)
mod['cid'] = id
try:
for key, val in mod['params'].items():
self.setParam(id, key, val[0])
except:
pass
self.update(json.dumps(config))
def run(self):
while True:
for line in self.receive_all('in'):
if self.regex.match(line):
self.send('out', line)
self.yield_ctrl()
class Printer(Component):
__metatype__ = 'PUBLISHER'
def __init__(self):
Component.__init__(self)
def run(self):
while True:
for data in self.receive_all('in'):
print data
self.yield_ctrl()
tail = Tail(open('/var/log/syslog', 'r'))
grep = Grep('.*pants.*')
printer = Printer()
pipe = Dataflow({tail: {grep: ('out', 'in')}, grep: {printer: ('out', 'in')}})
while True:
pipe.send(None)
time.sleep(0.1)
from pypes.filters import ConsoleOutputWriter
class HelloWorld(Component):
__metatype__ = 'ADAPTER'
def __init__(self):
Component.__init__(self)
def run(self):
while True:
for data in self.receive_all('in'):
message = 'Hello %s' % data
self.send('out', message)
self.yield_ctrl()
hello = HelloWorld() # our custom component
printer = ConsoleOutputWriter() # writes to console (STDOUT)
Network = {
hello: {printer:('out','in')}
}
if __name__ == '__main__':
# create a new data flow
p = Dataflow(Network)
# send some data through the data flow
for name in ['Tom', 'Dick', 'Harry']:
p.send(name)
# shut down the data flow
p.close()
while True:
for line in self.receive_all('in'):
if self.regex.match(line):
self.send('out', line)
self.yield_ctrl()
class Printer(Component):
__metatype__ = 'PUBLISHER'
def __init__(self):
Component.__init__(self)
def run(self):
while True:
for data in self.receive_all('in'):
print(data)
self.yield_ctrl()
tail = Tail(open('/var/log/syslog', 'r'))
grep = Grep('.*pants.*')
printer = Printer()
pipe = Dataflow({
tail: {grep:('out','in')},
grep: {printer:('out', 'in')}
})
while True:
pipe.send(None)
time.sleep(0.1)
| reader |-----| splitter |
|__________| |__________|\
\ __________ __________ __________ __________ __________
\ | | | | | | | | | |
\| grepper2 |-----| sorter |-----| cutter |-----| uniq |-----| printer2 |
|__________| |__________| |__________| |__________| |__________|
"""
# The "network" defined formally as a dataflow graph
Network = {
reader: {splitter:('out','in')},
splitter: {grepper1:('out','in'), grepper2:('out2','in')},
grepper1: {printer1:('out','in')},
grepper2: { sorter:('out','in')},
sorter: { cutter:('out','in')},
cutter: { uniq:('out','in')},
uniq: {printer2:('out','in')}
}
# run our example
if __name__ == '__main__':
# create a new data flow
p = Dataflow(Network)
# send a document through the data flow
p.send('cups.log')
# shut down the data flow
p.close()
},
splitter: {
grepper1: ('out', 'in'),
grepper2: ('out2', 'in')
},
grepper1: {
printer1: ('out', 'in')
},
grepper2: {
sorter: ('out', 'in')
},
sorter: {
cutter: ('out', 'in')
},
cutter: {
uniq: ('out', 'in')
},
uniq: {
printer2: ('out', 'in')
}
}
# run our example
if __name__ == '__main__':
# create a new data flow
p = Dataflow(Network)
# send a document through the data flow
p.send('cups.log')
# shut down the data flow
p.close()
doubler2: ("out", "in")
},
}
return graph
if __name__ == '__main__':
quadrupler = pypes.component.HigherOrderComponent(
quadrupler_network_factory())
quadrupler.__metatype__ = "ADAPTER"
printer = Printer()
doubler = Doubler()
doubler.__metatype__ = "ADAPTER"
network = {
quadrupler: {
printer: ("out", "in"),
},
}
#network = {
#doubler: {
#printer: ("out", "in"),
#},
#}
from pypes.pipeline import Dataflow
pipeline = Dataflow(network)
for number in range(1, 5):
pipeline.send(number)
pipeline.close()
class DataFlowGraph(object):
def __init__(self):
self._workflow = None
self._config = None
self._graph = None
# load plugins
self.plugins = init_plugins()
self.plugin_registry = {}
# load each type here...
try:
self._filters = self.plugins['FILTER'].keys()
except:
self._filters = []
else:
self.plugin_registry.update(self.plugins['FILTER'])
try:
self._transformers = self.plugins['TRANSFORMER'].keys()
except:
self._transformers = []
else:
self.plugin_registry.update(self.plugins['TRANSFORMER'])
try:
self._operators = self.plugins['OPERATOR'].keys()
except:
self._operators = []
else:
self.plugin_registry.update(self.plugins['OPERATOR'])
try:
self._extractors = self.plugins['EXTRACTOR'].keys()
except:
self._extractors = []
else:
self.plugin_registry.update(self.plugins['EXTRACTOR'])
try:
self._input_adapters = self.plugins['ADAPTER'].keys()
except:
self._input_adapters = []
else:
self.plugin_registry.update(self.plugins['ADAPTER'])
try:
self._output_adapters = self.plugins['PUBLISHER'].keys()
except:
self._output_adapter = []
else:
self.plugin_registry.update(self.plugins['PUBLISHER'])
self._registered_instances = {}
fp = None
try:
fp = open('projects/default.txt', 'r')
jsconfig = fp.read()
config = json.loads(jsconfig)
except:
pass
else:
self.loadConfig(config)
finally:
if fp is not None:
fp.close()
def newInstance(self, className):
try:
className = className.replace(' ', '')
cls = self.plugin_registry[className]
this_instance = cls()
except:
# need to complain about invalid className
log.error('Failed to create component %s - Invalid Classname' %
className)
log.debug('Plugin Registry Dump:', self.plugin_registry)
return None
else:
key = str(hash(this_instance))
self._registered_instances[key] = this_instance
return key
def removeInstance(self, key):
try:
self._registered_instances[key]
except:
log.error('Failed to delete component %s - Instance not found' %
key)
log.debug('Registered Instances: %s' % self._registered_instances)
else:
self._registered_instances.pop(key)
def Inputs(self, key):
#return self._registered_instances[key].Inputs
# needs error handling here...
return self._registered_instances[key].get_in_ports()
def Outputs(self, key):
#return self._registered_instances[key].Outputs
return self._registered_instances[key].get_out_ports()
def Instance(self, key):
return self._registered_instances[key]
def update(self, jsconfig):
statusText = 'Unidentified Error Saving Project'
# close any existing workflow
if self.Workflow is not None:
try:
self.Workflow.close()
except:
pass
# set the new updated config from the UI
try:
self._config = json.loads(jsconfig)
except:
statusText = 'This Project Configuration is Bad'
else:
# Check for valid input component
(in_status, inputs) = self.config_has_valid_input()
(out_status, outputs) = self.config_has_valid_output()
if in_status is False:
statusText = 'Unable To Save Configuration<br><br>No Valid Adapter Specified<br>.'
# Check for valid output component
elif out_status is False:
statusText = 'Unable To Save Configuration<br><br>No Valid Publisher Specified<br>.'
else:
# translate the current config into a usable DAG
result = self.translate()
if result is False:
statusText = 'Error Translating Supplied Configuration'
# check the connectivity of the graph
elif not self.is_connected(inputs, outputs):
statusText = 'Unable To Save Project<br><br>Found Broken Path Between Adapter and Publisher.<br>'
else:
# Build the new workflow
try:
try:
# get the core count from the config
cores = int(config['cores'])
# has to be at least 1
if cores < 1:
cores = 1
except:
log.warning(
'Could not get core count from config.')
traceback.print_exc()
log.warning('Defaulting to core count of 1')
cores = 1
#log.info('Core count: %s' % cores)
self.Workflow = Dataflow(self.Graph, cores)
except:
statusText = 'Error Constructing Workflow'
else:
statusText = 'Project Successfully Saved'
# Save config here...
fp = None
try:
fp = open('projects/default.txt', 'w')
fp.write(jsconfig)
except:
log.error('Unable to save configuration')
else:
log.info('Configuration successfully saved')
finally:
if fp is not None:
fp.close()
return statusText
def is_connected(self, starts, ends):
for start in starts:
for end in ends:
connected = self.find_path(self.Graph,
self._registered_instances[start],
self._registered_instances[end])
if connected is None:
return False
return True
def find_path(self, graph, start, end, path=[]):
path = path + [start]
if start == end:
return path
if not graph.has_key(start):
return None
for node in graph[start]:
if node not in path:
newpath = self.find_path(graph, node, end, path)
if newpath:
return newpath
return None
def _get_workflow(self):
return self._workflow
def _set_workflow(self, wf):
self._workflow = wf
def _get_config(self):
return self._config
def _set_config(self, config):
self._config = config
def _get_graph(self):
return self._graph
def _set_graph(self, graph):
self._graph = graph
def config_has_valid_input(self):
valid_input = False
valid_inputs = []
for container in self.Config['containers']:
if container['type'] == 'Adapters':
valid_input = True
valid_inputs.append(container['cid'])
return (valid_input, valid_inputs)
def config_has_valid_output(self):
valid_output = False
valid_outputs = []
for container in self.Config['containers']:
if container['type'] == 'Publishers':
valid_output = True
valid_outputs.append(container['cid'])
return (valid_output, valid_outputs)
def translate(self):
status = None
G = {}
for entry in self.Config['wires']:
try:
source_container_id = entry['src']['moduleId']
target_container_id = entry['tgt']['moduleId']
input = entry['tgt']['termid']
output = entry['src']['termid']
source_key = self.Config['containers'][source_container_id][
'cid']
target_key = self.Config['containers'][target_container_id][
'cid']
source = self._registered_instances[source_key]
target = self._registered_instances[target_key]
except:
status = False
else:
if G.has_key(source):
current_children = G[source]
current_children[target] = (output, input)
G[source] = current_children
else:
G[source] = {target: (output, input)}
status = True
# set the graph
self.Graph = G
return status
def send(self, doc):
response = {}
try:
if self.Workflow is not None:
self.Workflow.send(doc)
response['status'] = 'success'
else:
log.error('No workflow defined')
response['status'] = 'failure'
response['error'] = 'No Active Workflow Defined'
except:
response['status'] = 'failure'
response['error'] = 'Unexpected Error Running Project'
return response
def _get_filters(self):
self._filters.sort()
return self._filters
def _get_operators(self):
self._operators.sort()
return self._operators
def _get_extractors(self):
self._extractors.sort()
return self._extractors
def _get_input_adapters(self):
self._input_adapters.sort()
return self._input_adapters
def _get_output_adapters(self):
self._output_adapters.sort()
return self._output_adapters
def _get_transformers(self):
self._transformers.sort()
return self._transformers
def getComponentConfig(self, id):
try:
params = self._registered_instances[id].get_parameters()
except:
log.error('Could not get component with id %s' % id)
params = 'null'
log.debug('Component Parameters: %s' % params)
return params
def setParam(self, id, param, value):
try:
self._registered_instances[id].set_parameter(param, value)
log.debug('Setting Parameters: %s = %s' % (param, value))
except:
log.error('Unable to set paramaters: %s' % (param, value))
# class properties
Config = property(_get_config, _set_config)
Graph = property(_get_graph, _set_graph)
Workflow = property(_get_workflow, _set_workflow)
Filters = property(_get_filters)
Transformers = property(_get_transformers)
Extractors = property(_get_extractors)
InputAdapters = property(_get_input_adapters)
OutputAdapters = property(_get_output_adapters)
Operators = property(_get_operators)
def loadConfig(self, config):
for mod in config['containers']:
this_mod = mod['filterName']
id = self.newInstance(this_mod)
mod['cid'] = id
try:
for key, val in mod['params'].items():
self.setParam(id, key, val[0])
except:
pass
self.update(json.dumps(config))
def update(self, jsconfig):
statusText = 'Unidentified Error Saving Project'
# close any existing workflow
if self.Workflow is not None:
try:
self.Workflow.close()
except:
pass
# set the new updated config from the UI
try:
self._config = json.loads(jsconfig)
except:
statusText = 'This Project Configuration is Bad'
else:
# Check for valid input component
(in_status, inputs) = self.config_has_valid_input()
(out_status, outputs) = self.config_has_valid_output()
if in_status is False:
statusText = 'Unable To Save Configuration<br><br>No Valid Adapter Specified<br>.'
# Check for valid output component
elif out_status is False:
statusText = 'Unable To Save Configuration<br><br>No Valid Publisher Specified<br>.'
else:
# translate the current config into a usable DAG
result = self.translate()
if result is False:
statusText = 'Error Translating Supplied Configuration'
# check the connectivity of the graph
elif not self.is_connected(inputs, outputs):
statusText = 'Unable To Save Project<br><br>Found Broken Path Between Adapter and Publisher.<br>'
else:
# Build the new workflow
try:
try:
# get the core count from the config
cores = int(config['cores'])
# has to be at least 1
if cores < 1:
cores = 1
except:
log.warning(
'Could not get core count from config.')
traceback.print_exc()
log.warning('Defaulting to core count of 1')
cores = 1
#log.info('Core count: %s' % cores)
self.Workflow = Dataflow(self.Graph, cores)
except:
statusText = 'Error Constructing Workflow'
else:
statusText = 'Project Successfully Saved'
# Save config here...
fp = None
try:
fp = open('projects/default.txt', 'w')
fp.write(jsconfig)
except:
log.error('Unable to save configuration')
else:
log.info('Configuration successfully saved')
finally:
if fp is not None:
fp.close()
return statusText
doubler2: ("out", "in")
},
}
return graph
if __name__ == '__main__':
quadrupler = pypes.component.HigherOrderComponent(
quadrupler_network_factory())
quadrupler.__metatype__ = "ADAPTER"
printer = Printer()
doubler = Doubler()
doubler.__metatype__ = "ADAPTER"
network = {
quadrupler: {
printer: ("out", "in"),
},
}
#network = {
#doubler: {
#printer: ("out", "in"),
#},
#}
from pypes.pipeline import Dataflow
pipeline = Dataflow(network)
for number in range(1, 5):
pipeline.send(number)
pipeline.close()
