add tutorial on model transformation with pivots
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tutorial/05_advanced_transformation.py
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176
tutorial/05_advanced_transformation.py
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# Consider the following Petri Net language meta-model:
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mm_cs = """
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Place:Class
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Transition:Class
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Place_tokens:AttributeLink (Place -> Integer) {
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optional = False;
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name = "tokens";
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constraint = `get_value(get_target(this)) >= 0`;
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}
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P2T:Association (Place -> Transition)
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T2P:Association (Transition -> Place)
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P2T_weight:AttributeLink (P2T -> Integer) {
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optional = False;
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name = "weight";
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constraint = `get_value(get_target(this)) >= 0`;
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}
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T2P_weight:AttributeLink (T2P -> Integer) {
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optional = False;
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name = "weight";
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constraint = `get_value(get_target(this)) >= 0`;
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}
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"""
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# We now create the following Petri Net:
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# https://upload.wikimedia.org/wikipedia/commons/4/4d/Two-boundedness-cb.png
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m_cs = """
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p1:Place { tokens = 0; }
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p2:Place { tokens = 0; }
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cp1:Place { tokens = 2; }
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cp2:Place { tokens = 2; }
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t1:Transition
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t2:Transition
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t3:Transition
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:T2P (t1 -> p1) { weight = 1; }
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:P2T (p1 -> t2) { weight = 1; }
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:T2P (t2 -> cp1) { weight = 1; }
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:P2T (cp1 -> t1) { weight = 1; }
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:T2P (t2 -> p2) { weight = 1; }
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:P2T (p2 -> t3) { weight = 1; }
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:T2P (t3 -> cp2) { weight = 1; }
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:P2T (cp2 -> t2) { weight = 1; }
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"""
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# The usual...
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from state.devstate import DevState
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from bootstrap.scd import bootstrap_scd
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from util import loader
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from transformation.ramify import ramify
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from transformation.matcher import match_od
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from transformation.cloner import clone_od
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from transformation import rewriter
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from concrete_syntax.textual_od.renderer import render_od
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from concrete_syntax.common import indent
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state = DevState()
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mmm = bootstrap_scd(state)
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mm = loader.parse_and_check(state, mm_cs, mmm, "mm")
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m = loader.parse_and_check(state, m_cs, mm, "m")
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mm_ramified = ramify(state, mm)
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# We will now implement Petri Net operational semantics by means of model transformation.
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# Look for any transition
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lhs_transition_cs = """
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t:RAM_Transition
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"""
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# A transition is disabled if it has an incoming arc (P2T) from a place with 0 tokens:
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lhs_transition_disabled_cs = """
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t:RAM_Transition
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p:RAM_Place
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:RAM_P2T (p -> t) {
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condition = ```
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place = get_source(this)
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tokens = get_slot_value(place, "tokens")
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weight = get_slot_value(this, "weight")
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tokens < weight # True means: cannot fire
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```;
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}
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"""
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lhs_transition = loader.parse_and_check(state, lhs_transition_cs, mm_ramified, "lhs_transition")
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lhs_transition_disabled = loader.parse_and_check(state, lhs_transition_disabled_cs, mm_ramified, "lhs_transition_disabled")
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# We write a generator function, that yields all enabled transitions.
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# Notice that we nest two calls to 'match_od', and the result of the first call is passed as a pivot to the second:
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def find_enabled_transitions(m):
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for match in match_od(state, m, mm, lhs_transition, mm_ramified):
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for match_nac in match_od(state, m, mm, lhs_transition_disabled, mm_ramified, pivot=match):
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# transition is disabled
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break # find next transition
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else:
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# transition is enabled
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yield match
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enabled = list(find_enabled_transitions(m))
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print("enabled PN transitions:", enabled)
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# To fire a transition, decrement the number of tokens of every incoming place:
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lhs_incoming_cs = """
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t:RAM_Transition
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inplace:RAM_Place {
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RAM_tokens = `True`; # this needs to be here, otherwise, the rewriter will try to create a new attribute rather than update the existing one
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}
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inarc:RAM_P2T (inplace -> t)
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"""
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rhs_incoming_cs = """
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t:RAM_Transition
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inplace:RAM_Place {
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RAM_tokens = ```
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weight = get_slot_value(matched("inarc"), "weight")
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print("adding", weight, "tokens to", get_name(this))
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get_value(this) - weight
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```;
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}
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inarc:RAM_P2T (inplace -> t)
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"""
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# And increment for every outgoing place:
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lhs_outgoing_cs = """
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t:RAM_Transition
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outplace:RAM_Place {
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RAM_tokens = `True`; # this needs to be here, otherwise, the rewriter will try to create a new attribute rather than update the existing one
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}
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outarc:RAM_T2P (t -> outplace)
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"""
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rhs_outgoing_cs = """
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t:RAM_Transition
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outplace:RAM_Place {
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RAM_tokens = ```
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weight = get_slot_value(matched("outarc"), "weight")
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print("removing", weight, "tokens from", get_name(this))
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get_value(this) + weight
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```;
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}
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outarc:RAM_T2P (t -> outplace)
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"""
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lhs_incoming = loader.parse_and_check(state, lhs_incoming_cs, mm_ramified, "lhs_incoming")
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rhs_incoming = loader.parse_and_check(state, rhs_incoming_cs, mm_ramified, "rhs_incoming")
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lhs_outgoing = loader.parse_and_check(state, lhs_outgoing_cs, mm_ramified, "lhs_outgoing")
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rhs_outgoing = loader.parse_and_check(state, rhs_outgoing_cs, mm_ramified, "rhs_outgoing")
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def fire_transition(m, transition_match):
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print("firing transition:", transition_match['t'])
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for match_incoming in match_od(state, m, mm, lhs_incoming, mm_ramified, pivot=transition_match):
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rewriter.rewrite(state, lhs_incoming, rhs_incoming, mm_ramified, match_incoming, m, mm)
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for match_outgoing in match_od(state, m, mm, lhs_outgoing, mm_ramified, pivot=transition_match):
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rewriter.rewrite(state, lhs_outgoing, rhs_outgoing, mm_ramified, match_outgoing, m, mm)
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# Let's see if it works:
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while len(enabled) > 0:
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print("press ENTER to fire", enabled[0]['t'])
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input()
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fire_transition(m, enabled[0])
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enabled = list(find_enabled_transitions(m))
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print("\nenabled PN transitions:", enabled)
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