class QueryResource: def __init__(self): ''' Fetch all documents from the database and initialize the algorithm for ranking (bag of words) ''' print("Document Resource init start") r = requests.get( 'http://idb.infinity.buda.link:9001/api/data/documents/all') documents = {} for document in json.loads(r.text): identifier = document['identifier'] print(identifier) text = document['content'] documents[identifier] = text print("All documents are fetched") self.algorithm = BagOfWords() self.algorithm.configure() self.algorithm.preprocess_all(documents) print("Document Resource init end") @falcon.before(max_body(64 * 1024)) def on_post(self, req, resp): ''' Returns documents ranked by search query within the request body. Args: req.params['pagenum'] = page number req.params['pagesize'] = page size req.body = ranking query ''' pagenum = int(req.get_param('pagenum', default=0)) pagesize = int(req.get_param('pagesize', default=5)) page = Page(pagenum, pagesize) body = req.context['doc'] query = body['query'] rank = self.algorithm.run(query, page) resp.status = falcon.HTTP_200 resp.body = json.dumps(rank)
class QueryResource: def __init__(self): ''' Fetch all documents from the database and initialize the algorithm for ranking (bag of words) ''' print("Document Resource init start") r = requests.get('http://idb.infinity.buda.link:9001/api/data/documents/all') documents = {} for document in json.loads(r.text): identifier = document['identifier'] print(identifier) text = document['content'] documents[identifier] = text print("All documents are fetched") self.algorithm = BagOfWords() self.algorithm.configure() self.algorithm.preprocess_all(documents) print("Document Resource init end") @falcon.before(max_body(64 * 1024)) def on_post(self, req, resp): ''' Returns documents ranked by search query within the request body. Args: req.params['pagenum'] = page number req.params['pagesize'] = page size req.body = ranking query ''' pagenum = int(req.get_param('pagenum', default=0)) pagesize = int(req.get_param('pagesize', default=5)) page = Page(pagenum, pagesize) body = req.context['doc'] query = body['query'] rank = self.algorithm.run(query, page) resp.status = falcon.HTTP_200 resp.body = json.dumps(rank)
def __init__(self): ''' Fetch all documents from the database and initialize the algorithm for ranking (bag of words) ''' print("Document Resource init start") r = requests.get('http://idb.infinity.buda.link:9001/api/data/documents/all') documents = {} for document in json.loads(r.text): identifier = document['identifier'] print(identifier) text = document['content'] documents[identifier] = text print("All documents are fetched") self.algorithm = BagOfWords() self.algorithm.configure() self.algorithm.preprocess_all(documents) print("Document Resource init end")
def __init__(self): ''' Fetch all documents from the database and initialize the algorithm for ranking (bag of words) ''' print("Document Resource init start") r = requests.get( 'http://idb.infinity.buda.link:9001/api/data/documents/all') documents = {} for document in json.loads(r.text): identifier = document['identifier'] print(identifier) text = document['content'] documents[identifier] = text print("All documents are fetched") self.algorithm = BagOfWords() self.algorithm.configure() self.algorithm.preprocess_all(documents) print("Document Resource init end")