83 lines
1.8 KiB
Python
83 lines
1.8 KiB
Python
from cadCAD.configuration import append_configs
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from cadCAD.configuration.utils import config_sim
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# Policies per Mechanism
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def p1m1(_g, step, sL, s):
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return {'policy1': 1}
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def p2m1(_g, step, sL, s):
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return {'policy2': 2}
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def p1m2(_g, step, sL, s):
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return {'policy1': 2, 'policy2': 2}
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def p2m2(_g, step, sL, s):
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return {'policy1': 2, 'policy2': 2}
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def p1m3(_g, step, sL, s):
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return {'policy1': 1, 'policy2': 2, 'policy3': 3}
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def p2m3(_g, step, sL, s):
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return {'policy1': 1, 'policy2': 2, 'policy3': 3}
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# Internal States per Mechanism
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def add(y, x):
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return lambda _g, step, sH, s, _input: (y, s[y] + x)
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def policies(_g, step, sH, s, _input):
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y = 'policies'
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x = _input
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return (y, x)
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# Genesis States
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genesis_states = {
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'policies': {},
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's1': 0
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}
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variables = {
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's1': add('s1', 1),
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"policies": policies
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}
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partial_state_update_block = {
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"m1": {
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"policies": {
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"p1": p1m1,
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"p2": p2m1
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},
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"variables": variables
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},
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"m2": {
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"policies": {
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"p1": p1m2,
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"p2": p2m2
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},
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"variables": variables
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},
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"m3": {
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"policies": {
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"p1": p1m3,
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"p2": p2m3
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},
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"variables": variables
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}
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}
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sim_config = config_sim(
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{
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"N": 1,
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"T": range(3),
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}
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)
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# Aggregation == Reduce Map / Reduce Map Aggregation
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# using env functions (include in reg test using / for env proc)
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append_configs(
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sim_configs=sim_config,
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initial_state=genesis_states,
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partial_state_update_blocks=partial_state_update_block,
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# ToDo: subsequent functions should include policy dict for access to each policy (i.e shouldnt be a map)
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policy_ops=[lambda a, b: a + b, lambda y: y * 2] # Default: lambda a, b: a + b ToDO: reduction function requires high lvl explanation
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) |