bugfic
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32
ahserver/llmProcessor.py
Executable file
32
ahserver/llmProcessor.py
Executable file
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import aiohttp
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from aiohttp import web, BasicAuth
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from aiohttp import client
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from appPublic.dictObject import DictObject
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from .llm_client import LlmProxy
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from .baseProcessor import *
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class LlmProcessor(BaseProcessor):
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@classmethod
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def isMe(self,name):
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return name=='llm'
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async def path_call(self, request, params={}):
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await self.set_run_env(request)
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path = self.path
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url = self.resource.entireUrl(request, path)
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ns = self.run_ns
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ns.update(params)
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te = self.run_ns['tmpl_engine']
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txt = await te.render(url,**ns)
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data = json.loads(txt)
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return DictObject(**data)
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async def datahandle(self,request):
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chunk_size = 40960
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d = await self.path_call(request)
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llm = LlmProxy(self, d)
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self.retResponse = await llm(request, self.run_ns.params_kw)
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def setheaders(self):
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pass
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103
ahserver/llm_client.py
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103
ahserver/llm_client.py
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import json
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from aiohttp import web
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from appPublic.dictObject import DictObject
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from appPublic.httpclient import HttpClient, RESPONSE_TEXT, RESPONSE_JSON, RESPONSE_BIN,RESPONSE_FILE, RESPONSE_STREAM
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from appPublic.argsConvert import ArgsConvert
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class LlmProxy:
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def __init__(self, processor, desc):
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assert desc.get('data')
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assert desc.name
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self.processor = processor
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self.auth_api = desc.auth
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self.desc = desc
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self.data = desc.data
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self.api_name = desc.name
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self.ac = ArgsConvert('${', '}')
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async def write_chunk(self, l, finished=False):
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d = DictObject(** json.loads(l))
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content = d.get_data_by_keys(self.api.content_keys)
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tokens = {}
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if finished:
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tokens = d.get_data_by_keys(self.api.tokens_keys)
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j = {
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'content':content,
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'finish':False,
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'token':tokens
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}
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jstr = json.dumps(j) + '\n'
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bin = jstr.encode('utf-8')
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await self.resp.write(bin)
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async def stream_handle(self, chunk):
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chunk = chunk.decode('utf-8')
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print(f'{chunk=}')
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chunk = self.remain_str + chunk
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lines = chunk.split('\n')
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self.remain_str = lines[-1]
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ls = lines[:-1]
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for l in ls:
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await self.write_chunk(l)
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async def get_apikey(self, apiname, user):
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return None
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async def do_auth(self, request):
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pass
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async def __call__(self, request, params):
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mapi = params.mapi
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print(f'{params=}')
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stream = params.stream
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self.resp = web.StreamResponse()
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await self.resp.prepare(request)
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if stream is None:
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stream = True
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self.remain_str = ''
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if not self.desc[mapi]:
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raise Exception(f'{mapi} not defined')
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d = self.desc[mapi]
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self.api = d
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if self.api.need_auth and self.auth_api:
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await self.do_auth()
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assert d.get('url')
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method = d.get('method', 'POST')
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headers = {}
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for h in d.get('headers',{}):
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headers[h.get('name')] = h.get('value')
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mydata = {}
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for p in d.get('data', {}):
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mydata[p.get('name')] = p.get('value')
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myparams = {}
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for p in d.get('params', {}):
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myparams[p.get('name')] = p.get('value')
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url = d.get('url')
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_params = self.datalize(myparams, params)
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_headers = self.datalize(headers, params)
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_data = self.datalize(mydata, params)
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response_type = RESPONSE_STREAM
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hc = HttpClient()
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resp_data = await hc.request(url, method, response_type=response_type,
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params=_params,
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data=None if _data == {} else json.dumps(_data),
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stream_func=self.stream_handle,
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headers=_headers)
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if self.remain_str != '':
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await self.write_chunk(self.remain_str, finished=True)
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return self.resp
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def datalize(self, dic, data={}):
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mydata = self.data.copy()
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mydata.update(data)
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s1 = self.ac.convert(dic, mydata)
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return s1
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def set_data(self, resp_data, data_desc):
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for dd in data_desc:
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f = dd['field']
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n = dd['name']
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if resp_data.get(f):
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self.data[n] = resp_data[f]
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