Download lfmputer_runtime/analytics/interfaces.py from suayptalha/LFMputer-1.7B: direct link, hf CLI and curl.
- Browser
- Download file 7 kB
-
https://huggingface.co/suayptalha/LFMputer-1.7B/resolve/main/lfmputer_runtime/analytics/interfaces.py
- Command line
-
hf download hf://suayptalha/LFMputer-1.7B/lfmputer_runtime/analytics/interfaces.py
-
curl -L -o interfaces.py https://huggingface.co/suayptalha/LFMputer-1.7B/resolve/main/lfmputer_runtime/analytics/interfaces.py
7 kB
| """Typed public contracts. No benchmark IDs, answers or evaluator access.""" | |
| import json | |
| import math | |
| def field(kind,description=''): | |
| return dict(type=kind,**({'description':description} if description else {})) | |
| CONTRACTS={ | |
| 'schema':({'schema':field('object'),'value':field('object')},['schema','value']), | |
| 'workflow':({'nodes':field('integer'),'dependencies':field('array','Pairs [prerequisite,task].'), | |
| 'completed':field('array')},['nodes','dependencies','completed']), | |
| 'index':({'documents':field('array','Records with id,key,version,text; optional for RAM files.'), | |
| 'query':field('string')},['query']), | |
| 'syntax_scope':({'text':field('string','Source text for lexical delimiter checking.'), | |
| 'events':field('array','Explicit scope IR: [opcode,symbol_id]. 0 enter,1 leave,2 declare,3 use.')},[]), | |
| 'polynomial':({'operation':field('string'),'left':field('array'),'right':field('array')},['operation','left']), | |
| 'constraints':({'text':field('string'),'words':field('integer'),'paragraphs':field('integer'), | |
| 'forbidden':field('string')},['text']), | |
| 'units':({'operation':field('string'),'left':field('string'),'right':field('string')},['left','right']), | |
| 'sat':({'variables':field('integer'),'clauses':field('array')},['variables','clauses']), | |
| 'closure':({'nodes':field('integer'),'edges':field('array'),'query':field('array')},['nodes']), | |
| 'binary':({'operation':field('string'),'left':field('array','Unsigned 32-bit left operands. For a scalar pair use left:[A], right:[B].'),'right':field('array','Required for xor/and/or; same length as left. Never put both operands in left.'), | |
| 'bytes':field('array','Byte values 0..255 for base64_encode/hex_encode.'), | |
| 'text':field('string','For base64_decode.'),'rotation':field('integer','0..31 for rol/ror.')},['operation']), | |
| } | |
| def parameters(feature): | |
| properties,required=CONTRACTS[feature] | |
| return dict(type='object',properties=properties,required=required,additionalProperties=False) | |
| def normalize(feature,args): | |
| """XML values arrive as strings; convert only fields declared non-string.""" | |
| props,_=CONTRACTS[feature] | |
| # One explicit backward-compatible spelling; never reinterpret arbitrary fields. | |
| if feature=='binary' and args.get('operation') in ('base64_encode','hex_encode') and 'input' in args and 'bytes' not in args: | |
| args={**args};args['bytes']=args.pop('input') | |
| result={} | |
| for key,value in args.items(): | |
| if key in props and props[key]['type']!='string' and isinstance(value,str): | |
| value=strict_json(value) | |
| result[key]=value | |
| return result | |
| def implicit_call(value): | |
| """Recover an unambiguous unfinished tool envelope, never a normal answer.""" | |
| if not isinstance(value,dict) or set(value)!={'payload'} or not isinstance(value['payload'],dict):return None | |
| payload=value['payload'];keys=set(payload) | |
| signatures={'index':{'documents','query'},'closure':{'nodes','edges','query'}, | |
| 'workflow':{'nodes','dependencies','completed'},'sat':{'variables','clauses'}} | |
| names=[name for name,signature in signatures.items() if signature==keys] | |
| return {'name':'analytic_'+names[0],'arguments':payload} if len(names)==1 else None | |
| def answer_contract(prompt): | |
| """A narrow public output instruction, not a hidden evaluator contract.""" | |
| if 'single field "answer"' not in prompt:return None | |
| lower=prompt.lower();kind=None | |
| if 'return a boolean' in lower or 'answer must be a boolean' in lower:kind='boolean' | |
| elif 'coefficient list' in lower or 'return the integer list' in lower or 'task ids, sorted' in lower:kind='array' | |
| elif 'return the encoded string' in lower:kind='string' | |
| elif 'return its document id or null' in lower:kind=['integer','null'] | |
| prop={'type':kind} if kind is not None else {} | |
| return {'type':'object','properties':{'answer':prop},'required':['answer'],'additionalProperties':False} | |
| def validate_payload(feature, payload): | |
| """Validate bounded JSON inputs before invoking a numerical circuit.""" | |
| if feature not in CONTRACTS or not isinstance(payload, dict): | |
| raise ValueError('Expected a known feature and JSON object payload') | |
| props, required = CONTRACTS[feature] | |
| unknown = set(payload) - set(props) | |
| if unknown: raise ValueError('Unknown arguments: ' + ', '.join(sorted(unknown))) | |
| missing = set(required) - set(payload) | |
| if missing: raise ValueError('Missing required arguments: ' + ', '.join(sorted(missing))) | |
| def check_json(v, depth=0): | |
| if depth > 32: raise ValueError('JSON nesting exceeds 32') | |
| if v is None or type(v) in (str, bool, int): return | |
| if type(v) is float: | |
| if not math.isfinite(v): raise ValueError('Non-finite JSON number') | |
| return | |
| if type(v) is list: | |
| for item in v: check_json(item, depth+1) | |
| return | |
| if type(v) is dict: | |
| if any(type(k) is not str for k in v): raise TypeError('JSON object keys must be strings') | |
| for item in v.values(): check_json(item, depth+1) | |
| return | |
| raise TypeError('Non-JSON input value') | |
| check_json(payload) | |
| for key, value in payload.items(): | |
| kind = props[key]['type'] | |
| valid = {'string':type(value) is str, 'array':type(value) is list, | |
| 'object':type(value) is dict, 'integer':type(value) is int, | |
| 'boolean':type(value) is bool}.get(kind, False) | |
| if not valid: raise TypeError('Invalid argument type for ' + key + ': expected ' + kind) | |
| if feature == 'binary': | |
| op=payload['operation'] | |
| if op not in ('xor','and','or','not','rol','ror','hex_encode','base64_encode','base64_decode'): | |
| raise ValueError('Unknown bit operation') | |
| needed = ['text'] if op=='base64_decode' else ['bytes'] if op in ('hex_encode','base64_encode') else ['left'] | |
| if op in ('xor','and','or'): needed.append('right') | |
| if op in ('rol','ror'): needed.append('rotation') | |
| for key in needed: | |
| if key not in payload: raise ValueError('Operation '+op+' requires '+key) | |
| if feature == 'polynomial': | |
| if payload['operation'] not in ('add','multiply','derivative'): raise ValueError('Unsupported polynomial operation') | |
| if payload['operation'] in ('add','multiply') and 'right' not in payload: | |
| raise ValueError('Binary polynomial operation requires right') | |
| if feature == 'syntax_scope' and not ('text' in payload or 'events' in payload): | |
| raise ValueError('Provide text or scope events') | |
| return payload | |
| def strict_json(text): | |
| def unique(pairs): | |
| result={} | |
| for key,value in pairs: | |
| if key in result:raise ValueError('Duplicate JSON key') | |
| result[key]=value | |
| return result | |
| def invalid(value):raise ValueError('Non-finite JSON number') | |
| return json.loads(text,object_pairs_hook=unique,parse_constant=invalid) | |