diff --git a/code/backend/nest_backend/__main__.py b/code/backend/nest_backend/__main__.py index ea60f66..7818b50 100644 --- a/code/backend/nest_backend/__main__.py +++ b/code/backend/nest_backend/__main__.py @@ -10,6 +10,7 @@ from .gestione import * from flask_cors import CORS from flask_jwt_extended import * from .app import app +from .tweet_explorer.__main__ import search_repo_conditions, start_exploring from .api_spec import spec from .swagger import swagger_ui_blueprint, SWAGGER_URL @@ -57,7 +58,35 @@ if __name__ == "__main__": Base.session.add( User(email="admin@admin.com", password=gen_password("password"), username="admin", isAdmin=True)) Base.session.commit() + if not Repository.query.filter_by(id=1).first(): + Base.session.add(Repository(id=1, name="Draghi", owner_id="admin@admin.com")) + Base.session.commit() + if not Condition.query.filter_by(id=1).first(): + Base.session.add(Condition(id=1, type=Enums.ConditionType.hashtag, content="draghi")) + Base.session.commit() + if not Condition.query.filter_by(id=2).first(): + Base.session.add(Condition(id=2, type=Enums.ConditionType.location, content="Modena")) + Base.session.commit() + if not Condition.query.filter_by(id=3).first(): + Base.session.add(Condition(id=3, type=Enums.ConditionType.time, content="2021-04-27")) + Base.session.commit() + if not Uses.query.filter_by(rid=1, cid=1).first(): + Base.session.add(Uses(rid=1, cid=1)) + Base.session.commit() + if not Uses.query.filter_by(rid=1, cid=2).first(): + Base.session.add(Uses(rid=1, cid=2)) + Base.session.commit() + if not Uses.query.filter_by(rid=1, cid=3).first(): + Base.session.add(Uses(rid=1, cid=3)) + Base.session.commit() debug = True if os.getenv("DISABLE_DEBUG"): debug = False + + #print(Repository.query.all()[0].to_json()) + #print(Condition.query.all()[0].content) + #print(Uses.query.all()[0].cid, Uses.query.all()[0].rid) + search_repo_conditions(1) + #start_exploring() app.run(debug=debug) + diff --git a/code/backend/nest_backend/tweet_explorer/__main__.py b/code/backend/nest_backend/tweet_explorer/__main__.py new file mode 100644 index 0000000..f9e426d --- /dev/null +++ b/code/backend/nest_backend/tweet_explorer/__main__.py @@ -0,0 +1,86 @@ +from nest_backend.app import app +from nest_backend.database import * +import tweepy as tw +import nltk +from nltk.corpus import stopwords + + + + +Base.init_app(app=app) + +def authenticate(): + c_k = "GEhtSyP9e98mzFeiOCSW0lvQX" + c_s = "438cmYrl5xqaX2W7I2Bf5A9nF1pN5VtM9f77WYQnAXg1BwKJ27" + a_t = "1380217745732689921-8gCfr8Zx9YHKvo4OVP3HAr3kfMRkgz" + a_t_s = "jGOlgTs1i1itGMxDxAqFEDnv7QAui772n9hGxeSIKcwzS" + + auth = tw.OAuthHandler(c_k, c_s) + auth.set_access_token(a_t, a_t_s) + api = tw.API(auth, wait_on_rate_limit=True) + return api + +def start_exploring(): + api = authenticate() + most_popular_hashtags = dict() + most_popular_words = dict() + geocode="34.0999996,-118.333332,1000km" + for tweet in tw.Cursor(method = api.search, q="Draghi OR Oscar", lang="it").items(50): + print(tweet.user.name + ' : ' + tweet.text) + for hashtag in tweet.entities['hashtags']: + if hashtag['text'] in most_popular_hashtags.keys(): + most_popular_hashtags[hashtag['text']] += 1 + else: + most_popular_hashtags[hashtag['text']] = 1 + + stop_words = set(stopwords.words('italian')) + stop_words.add("RT") + + word_tokens = nltk.word_tokenize(tweet.text) + + filtered_sentence = [w for w in word_tokens if not w.lower() in stop_words and w.isalpha()] + for word in filtered_sentence: + if word in most_popular_words.keys(): + most_popular_words[word] += 1 + else: + most_popular_words[word] = 1 + + print(dict(sorted(most_popular_hashtags.items(), key=lambda item: item[1]))) + print(dict(sorted(most_popular_words.items(), key=lambda item: item[1]))) + + +def search_repo_conditions(repository_id): + repo = Repository.query.filter_by(id=repository_id).first() + conditions = [use.condition for use in repo.uses] + conditions_type = dict() + for condition in conditions: + # print(condition.id) + if condition.type not in conditions_type.keys(): + conditions_type[condition.type]=[condition.content] + else: + conditions_type[condition.type].append(condition.content) + + for types in conditions_type.keys(): + print(types, ":", conditions_type[types]) + +def search_condtions(conditions): + + + + + + + + + + + + + + +if __name__ == "__main__": + search_repo_conditions() + #print(stopwords.words('italian')) + with app.app_context(): + Base.create_all(app=app) + #start_exploring() diff --git a/code/backend/nest_backend/tweetexplorer/__main__.py b/code/backend/nest_backend/tweetexplorer/__main__.py index 5dd4e9d..e69de29 100644 --- a/code/backend/nest_backend/tweetexplorer/__main__.py +++ b/code/backend/nest_backend/tweetexplorer/__main__.py @@ -1,14 +0,0 @@ -from nest_backend.app import app -from nest_backend.database import * - -Base.init_app(app=app) - - -def start_exploring(): - pass # Codice qui - - -if __name__ == "__main__": - with app.app_context(): - Base.create_all(app=app) - start_exploring() diff --git a/code/backend/poetry.lock b/code/backend/poetry.lock index a77373b..8aaf7de 100644 --- a/code/backend/poetry.lock +++ b/code/backend/poetry.lock @@ -296,6 +296,14 @@ six = ">=1.11.0" format = ["idna", "jsonpointer (>1.13)", "rfc3987", "strict-rfc3339", "webcolors"] format_nongpl = ["idna", "jsonpointer (>1.13)", "webcolors", "rfc3986-validator (>0.1.0)", "rfc3339-validator"] +[[package]] +name = "joblib" +version = "1.0.1" +description = "Lightweight pipelining with Python functions" +category = "main" +optional = false +python-versions = ">=3.6" + [[package]] name = "markupsafe" version = "1.1.1" @@ -354,6 +362,41 @@ six = "*" dev = ["pre-commit"] requests = ["requests"] +[[package]] +name = "nltk" +version = "3.6.2" +description = "Natural Language Toolkit" +category = "main" +optional = false +python-versions = ">=3.5.*" + +[package.dependencies] +click = "*" +joblib = "*" +regex = "*" +tqdm = "*" + +[package.extras] +all = ["matplotlib", "twython", "scipy", "numpy", "gensim (<4.0.0)", "python-crfsuite", "pyparsing", "scikit-learn", "requests"] +corenlp = ["requests"] +machine_learning = ["gensim (<4.0.0)", "numpy", "python-crfsuite", "scikit-learn", "scipy"] +plot = ["matplotlib"] +tgrep = ["pyparsing"] +twitter = ["twython"] + +[[package]] +name = "oauthlib" +version = "3.1.0" +description = "A generic, spec-compliant, thorough implementation of the OAuth request-signing logic" +category = "main" +optional = false +python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" + +[package.extras] +rsa = ["cryptography"] +signals = ["blinker"] +signedtoken = ["cryptography", "pyjwt (>=1.0.0)"] + [[package]] name = "packaging" version = "20.9" @@ -438,6 +481,14 @@ category = "main" optional = false python-versions = ">=3.5" +[[package]] +name = "pysocks" +version = "1.7.1" +description = "A Python SOCKS client module. See https://github.com/Anorov/PySocks for more information." +category = "main" +optional = false +python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" + [[package]] name = "pytest" version = "6.2.4" @@ -475,6 +526,14 @@ category = "main" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*" +[[package]] +name = "regex" +version = "2021.4.4" +description = "Alternative regular expression module, to replace re." +category = "main" +optional = false +python-versions = "*" + [[package]] name = "requests" version = "2.25.1" @@ -487,12 +546,28 @@ python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" certifi = ">=2017.4.17" chardet = ">=3.0.2,<5" idna = ">=2.5,<3" +PySocks = {version = ">=1.5.6,<1.5.7 || >1.5.7", optional = true, markers = "extra == \"socks\""} urllib3 = ">=1.21.1,<1.27" [package.extras] security = ["pyOpenSSL (>=0.14)", "cryptography (>=1.3.4)"] socks = ["PySocks (>=1.5.6,!=1.5.7)", "win-inet-pton"] 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