Project dependencies may have API risk issues #134
Description
Hi, In deepwalk, inappropriate dependency versioning constraints can cause risks.
Below are the dependencies and version constraints that the project is using
wheel>=0.23.0
Cython>=0.20.2
six>=1.7.3
gensim>=1.0.0
scipy>=0.15.0
psutil>=2.1.1
networkx>=2.0
The version constraint == will introduce the risk of dependency conflicts because the scope of dependencies is too strict.
The version constraint No Upper Bound and * will introduce the risk of the missing API Error because the latest version of the dependencies may remove some APIs.
After further analysis, in this project,
The version constraint of dependency gensim can be changed to >=1.0.0rc1,<=3.1.0.
The version constraint of dependency gensim can be changed to >=4.0.0,<=4.2.0.
The above modification suggestions can reduce the dependency conflicts as much as possible,
and introduce the latest version as much as possible without calling Error in the projects.
The invocation of the current project includes all the following methods.
The calling methods from the gensim
KeyedVectors.load_word2vec_format
The calling methods from the all methods
l.strip.split set join files.append row.extend shuffles.append main kwargs.get logger.setLevel fout.write setup self.make_consistent self.remove_self_loops sys.exit isinstance self.order x.tocoo clf.predict rand.shuffle parser.parse_args path.isfile pdb.pm list args_list.append open.read G.random_walk rand.random sys.__excepthook__ zip os.path.dirname iterkeys self.Graph.super.__init__ sum serialized_walks.WalksCorpus MultiLabelBinarizer os.getcwd logger.debug dict LogisticRegression i.y_test.append filter l.strip train_percent.all_results.append f1_score G.iterkeys format other.self.append self.iteritems hasattr all_results.keys self.keys graph.load_edgelist logging.basicConfig permutations y_test_.tocoo iter int open from_adjlist convert_func i.G.append rand.randint serialized_walks.write_walks_to_disk logger.info path.append G.make_undirected loadmat adjlist.extend sys.stderr.isatty self.degree p.cpu_affinity probs_.argsort enumerate parser.add_argument time cpu_count KeyedVectors.load_word2vec_format rand.choice G.degree numpy.asarray i.y_train.append serialized_walks.count_textfiles self.Skipgram.super.__init__ graph.load_matfile len graph.load_adjacencylist skshuffle y_train_.tocoo walks.append grouper executor.map k.probs_.argsort.self.classes_.tolist Counter y.G.append graph.grouper iteritems graph.build_deepwalk_corpus line.split p.set_cpu_affinity self.TopKRanker.super.predict_proba traceback.print_exception mlb.fit_transform args.log.upper Exception from_numpy ProcessPoolExecutor G.keys super process x.self.remove map TopKRanker i.G.add Word2Vec issparse ArgumentParser getattr print graph.build_deepwalk_corpus_iter sys.path.insert defaultdict sorted x.G.append range random.Random os.getpid zip_longest Graph all_labels.append open.read.replace G_input.nodes G.nodes Skipgram clf.fit logging.getLogger sparse2graph str c.update model.wv.save_word2vec_format G.make_consistent psutil.Process
@aboSamoor
Could please help me check this issue?
May I pull a request to fix it?
Thank you very much.