Download dreamcoder/primitiveGraph.py from Fraser/dream-coder: direct link, hf CLI and curl.
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https://huggingface.co/datasets/Fraser/dream-coder/resolve/main/dreamcoder/primitiveGraph.py
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hf download hf://datasets/Fraser/dream-coder/dreamcoder/primitiveGraph.py
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curl -L -o primitiveGraph.py https://huggingface.co/datasets/Fraser/dream-coder/resolve/main/dreamcoder/primitiveGraph.py
7.53 kB
| from dreamcoder.program import * | |
| def graphPrimitives(result, prefix, view=False): | |
| try: | |
| from graphviz import Digraph | |
| except: | |
| eprint("You are missing the graphviz library - cannot graph primitives!") | |
| return | |
| primitives = { p | |
| for g in result.grammars | |
| for p in g.primitives | |
| if p.isInvented } | |
| age = {p: min(j for j,g in enumerate(result.grammars) if p in g.primitives) + 1 | |
| for p in primitives } | |
| ages = set(age.values()) | |
| age2primitives = {a: {p for p,ap in age.items() if a == ap } | |
| for a in ages} | |
| def lb(s,T=20): | |
| s = s.split() | |
| l = [] | |
| n = 0 | |
| for w in s: | |
| if n + len(w) > T: | |
| l.append("<br />") | |
| n = 0 | |
| n += len(w) | |
| l.append(w) | |
| return " ".join(l) | |
| nameSimplification = { | |
| "fix1": 'Y', | |
| "tower_loopM": "for", | |
| "tower_embed": "get/set", | |
| "moveHand": "move", | |
| "reverseHand": "reverse", | |
| "logo_DIVA": '/', | |
| "logo_epsA": 'ε', | |
| "logo_epsL": 'ε', | |
| "logo_IFTY": '∞', | |
| "logo_forLoop": "for", | |
| "logo_UA": "2π", | |
| "logo_FWRT": "move", | |
| "logo_UL": "1", | |
| "logo_SUBA": "-", | |
| "logo_ZL": "0", | |
| "logo_ZA": "0", | |
| "logo_MULL": "*", | |
| "logo_MULA": "*", | |
| "logo_PT": "pen-up", | |
| "logo_GETSET": "get/set" | |
| } | |
| name = {} | |
| simplification = {} | |
| depth = {} | |
| def getName(p): | |
| if p in name: return name[p] | |
| children = {k: getName(k) | |
| for _,k in p.body.walk() | |
| if k.isInvented} | |
| simplification_ = p.body | |
| for k,childName in children.items(): | |
| simplification_ = simplification_.substitute(k, Primitive(childName,None,None)) | |
| for original, simplified in nameSimplification.items(): | |
| simplification_ = simplification_.substitute(Primitive(original,None,None), | |
| Primitive(simplified,None,None)) | |
| name[p] = "f%d"%len(name) | |
| simplification[p] = name[p] + '=' + lb(prettyProgram(simplification_, Lisp=True)) | |
| depth[p] = 1 + max([depth[k] for k in children] + [0]) | |
| return name[p] | |
| for p in primitives: | |
| getName(p) | |
| depths = {depth[p] for p in primitives} | |
| depth2primitives = {d: {p for p in primitives if depth[p] == d } | |
| for d in depths} | |
| englishDescriptions = {"#(lambda (lambda (map (lambda (index $0 $2)) (range $0))))": | |
| "Prefix", | |
| "#(lambda (lambda (fold $0 $1 (lambda (lambda (cons $1 $0))))))": | |
| "Append", | |
| "#(lambda (cons LPAREN (#(lambda (lambda (fold $0 $1 (lambda (lambda (cons $1 $0)))))) (cons RPAREN empty) $0)))": | |
| "Enclose w/ parens", | |
| "#(lambda (unfold $0 (lambda (empty? $0)) (lambda (car $0)) (lambda (#(lambda (lambda (fold $1 $1 (lambda (lambda (cdr (if (char-eq? $1 $2) $3 $0))))))) $0 SPACE))))": | |
| "Abbreviate", | |
| "#(lambda (lambda (fold $1 $1 (lambda (lambda (cdr (if (char-eq? $1 $2) $3 $0)))))))": | |
| "Drop until char", | |
| "#(lambda (lambda (fold $1 $1 (lambda (lambda (if (char-eq? $1 $2) empty (cons $1 $0)))))))": | |
| "Take until char", | |
| "#(lambda (lambda (#(lambda (lambda (fold $0 $1 (lambda (lambda (cons $1 $0)))))) (cons $0 $1))))": | |
| "Append char", | |
| "#(lambda (lambda (map (lambda (if (char-eq? $0 $1) $2 $0)))))": | |
| "Substitute char", | |
| "#(lambda (lambda (length (unfold $1 (lambda (char-eq? (car $0) $1)) (lambda ',') (lambda (cdr $0))))))": | |
| "Index of char", | |
| "#(lambda (#(lambda (lambda (fold $0 $1 (lambda (lambda (cons $1 $0)))))) $0 STRING))": | |
| "Append const", | |
| "#(lambda (lambda (fold $1 $1 (lambda (lambda (fold $0 $0 (lambda (lambda (cdr (if (char-eq? $1 $4) $0 (cons $1 $0)))))))))))": | |
| "Last word", | |
| "#(lambda (lambda (cons (car $1) (cons '.' (cons (car $0) (cons '.' empty))))))": | |
| "Abbreviate name", | |
| "#(lambda (lambda (cons (car $1) (cons $0 empty))))": | |
| "First char+char", | |
| "#(lambda (#(lambda (lambda (fold $0 $1 (lambda (lambda (cons $1 $0)))))) (#(lambda (lambda (fold $1 $1 (lambda (lambda (fold $0 $0 (lambda (lambda (cdr (if (char-eq? $1 $4) $0 (cons $1 $0))))))))))) STRING (index (length (cdr $0)) $0)) $0))": | |
| "Ensure suffix" | |
| } | |
| def makeUnorderedGraph(fn): | |
| g = Digraph() | |
| g.graph_attr['rankdir'] = 'LR' | |
| for p in primitives: | |
| g.node(getName(p), | |
| label="<%s>"%simplification[p]) | |
| for p in primitives: | |
| children = {k | |
| for _,k in p.body.walk() | |
| if k.isInvented} | |
| for k in children: | |
| g.edge(name[k],name[p]) | |
| try: | |
| g.render(fn,view=view) | |
| eprint("Exported primitive graph to",fn) | |
| except: | |
| eprint("Got some kind of error while trying to render primitive graph! Did you install graphviz/dot?") | |
| def makeGraph(ordering, fn): | |
| g = Digraph() | |
| g.graph_attr['rankdir'] = 'RL' | |
| if False: | |
| with g.subgraph(name='cluster_0') as sg: | |
| sg.graph_attr['rank'] = 'same' | |
| sg.attr(label='Primitives') | |
| for j, primitive in enumerate(result.grammars[-1].primitives): | |
| if primitive.isInvented: continue | |
| sg.node("primitive%d"%j, label=str(primitive)) | |
| for o in sorted(ordering.keys()): | |
| with g.subgraph(name='cluster_%d'%o) as sg: | |
| sg.graph_attr['rank'] = 'same' | |
| #sg.attr(label='Depth %d'%o) | |
| for p in ordering[o]: | |
| if str(p) in englishDescriptions: | |
| thisLabel = '<<font face="boldfontname"><u>%s</u></font><br />%s>'%(englishDescriptions[str(p)],simplification[p]) | |
| else: | |
| eprint("WARNING: Do not have an English description of:\n",p) | |
| eprint() | |
| thisLabel = "<%s>"%simplification[p] | |
| sg.node(getName(p), | |
| label=thisLabel) | |
| for p in ordering[o]: | |
| children = {k | |
| for _,k in p.body.walk() | |
| if k.isInvented} | |
| for k in children: | |
| g.edge(name[k],name[p]) | |
| eprint("Exporting primitive graph to",fn) | |
| try: | |
| g.render(fn,view=view) | |
| except Exception as e: | |
| eprint("Got some kind of error while trying to render primitive graph! Did you install graphviz/dot?") | |
| print(e) | |
| makeGraph(depth2primitives,prefix+'depth.pdf') | |
| makeUnorderedGraph(prefix+'unordered.pdf') | |
| #makeGraph(age2primitives,prefix+'iter.pdf') | |