From 69a92a3420830fc50bf0d512160dbc55f3432ce9 Mon Sep 17 00:00:00 2001 From: "marko.ferme" Date: Tue, 10 Jan 2023 11:20:14 +0100 Subject: [PATCH] Working fix pre merge --- ATEapi/Dockerfile | 31 +- ATEapi/README.md | 61 +++- ATEapi/canonical_utils.py | 210 ++++++++----- ATEapi/imgs/demo.png | Bin 209151 -> 280152 bytes ATEapi/main.py | 59 ++-- ATEapi/requirements.txt | 7 +- README.md | 2 +- canonical_forms/Dockerfile.prod | 5 +- canonical_forms/canonizer.py | 2 +- canonical_forms/entrypoint.prod.sh | 2 +- canonical_forms/entrypoint.sh | 2 +- canonical_forms/requirements.txt | 2 +- definition_extraction/Dockerfile | 21 ++ definition_extraction/Dockerfile.prod | 58 ++++ .../JeStaSoPatterns_finishOK.txt | 9 + definition_extraction/SentEx_patternsF.pl | 284 +++++++++++++++++ definition_extraction/__init__.py | 1 + definition_extraction/app.py | 84 +++++ definition_extraction/entrypoint.prod.sh | 3 + definition_extraction/entrypoint.sh | 3 + definition_extraction/extract_defsent.py | 205 +++++++++++++ definition_extraction/requirements.txt | 6 + docker-compose.yml | 48 ++- .../controllers/extract_controller.py | 50 ++- swagger_server/controllers/jobs_controller.py | 290 ++++++++++++++---- swagger_server/controllers/oss_controller.py | 139 +++++---- swagger_server/models/izlusci_async_body.py | 33 +- swagger_server/models/izlusci_sync_body.py | 30 +- .../models/terminoloski_kandidat.py | 26 +- swagger_server/swagger/swagger.yaml | 14 +- swagger_server/utils/db_utils.py | 50 ++- swagger_server/utils/txt_utils.py | 36 +++ 32 files changed, 1457 insertions(+), 316 deletions(-) create mode 100644 definition_extraction/Dockerfile create mode 100644 definition_extraction/Dockerfile.prod create mode 100644 definition_extraction/JeStaSoPatterns_finishOK.txt create mode 100644 definition_extraction/SentEx_patternsF.pl create mode 100644 definition_extraction/__init__.py create mode 100644 definition_extraction/app.py create mode 100644 definition_extraction/entrypoint.prod.sh create mode 100644 definition_extraction/entrypoint.sh create mode 100644 definition_extraction/extract_defsent.py create mode 100644 definition_extraction/requirements.txt diff --git a/ATEapi/Dockerfile b/ATEapi/Dockerfile index 45fee83..f327e7a 100644 --- a/ATEapi/Dockerfile +++ b/ATEapi/Dockerfile @@ -1,31 +1,26 @@ +# syntax = docker/dockerfile:experimental # For more information, please refer to https://aka.ms/vscode-docker-python FROM python:3.8 EXPOSE 5000 +# Creates a non-root user with an explicit UID and adds permission to access the /app folder +# For more info, please refer to https://aka.ms/vscode-docker-python-configure-containers +RUN adduser -u 5678 --disabled-password --gecos "" appuser +USER appuser + # Keeps Python from generating .pyc files in the container -ENV PYTHONDONTWRITEBYTECODE=1 - # Turns off buffering for easier container logging -ENV PYTHONUNBUFFERED=1 - -# RUN apk add --no-cache gcc musl-dev -RUN pip install gunicorn +ENV PYTHONDONTWRITEBYTECODE=1 \ + PYTHONUNBUFFERED=1 \ + PATH="/home/appuser/.local/bin:${PATH}" # Install pip requirements COPY requirements.txt . -RUN python -m pip install -r requirements.txt - -WORKDIR /app +RUN python -m pip install --user -r requirements.txt +RUN python -c "import classla; classla.download('sl')" +# WORKDIR /app COPY . /app - -ADD https://kt-cloud.ijs.si/index.php/s/T4qtSKxbxgqr6c5/download/pytorch_model.bin ./model/term_extractor/ - -# Creates a non-root user with an explicit UID and adds permission to access the /app folder -# For more info, please refer to https://aka.ms/vscode-docker-python-configure-containers -RUN adduser -u 5678 --disabled-password --gecos "" appuser && chown -R appuser /app -USER appuser - # During debugging, this entry point will be overridden. For more information, please refer to https://aka.ms/vscode-docker-python-debug -CMD ["gunicorn", "-t 0", "--bind", "0.0.0.0:5000", "main:app"] +CMD ["gunicorn", "--bind", "0.0.0.0:5000", "--timeout", "128", "app.main:app"] diff --git a/ATEapi/README.md b/ATEapi/README.md index a13e61f..890c5b5 100644 --- a/ATEapi/README.md +++ b/ATEapi/README.md @@ -23,7 +23,7 @@ Run the following command on the terminal: main.py ``` -A link will be show on the terminal so that you can access to the API and test requests. +A link will be show on the terminal so that you can access to the API and test requests locally. ```python * Serving Flask app 'main' * Debug mode: on @@ -35,10 +35,6 @@ Press CTRL+C to quit * Debugger PIN: 185-520-689 ``` -We suggest you use POSTMAN or Hoppscotch to test the API with an uploaded file as the output whose format is CONLL-like (plese check out [temp_1.conllu](temp_1.conllu)). See the demonstration as the image below. - -![demo](./imgs/demo.png) - ## 4. Docker version Run the following command: ```python @@ -46,7 +42,60 @@ docker build -t ate . docker run -d -p 5000:5000 ate ``` -## 5. References +## 5. Output format + +For each term, we return one entry for each term lemma, for which we return also the canonical form, pos tag, ranking, as well as an example of a term form and its msd. A response of the service is encoded in a JSON format composed of the following attributes: + +- `lemma`: a *string* presents the lemmatised form of the term (in the corpus, term forms with the same lemma are considered as the same terms). +- `canonical`: a *string* presents the canonical form generated. +- `frequency`: the *integer* representing the frequency of the lemmatised term in the corpus. +- `ranking`: a *float* presents the termhood ranking. +- `term_example_occurrence`: a *string* presents an example occurrence of the term in the corpus (a term can appear in different forms, e.g. different cases, and one example is returned). For the example term, we selected the one with the highest ranking score (see ranking attribute). +- `term_example_pos`: a *string* presents the part-of-speech (POS) of each word in the term example occurrence. +- `term_example_msd`: a *string* presents the msd of the term example occurrence. + +Please check out the format example below: + +```python +[ + { + "lemma": "plagiatorstvo", + "canonical": "plagiatorstvo", + "frequency": 2, + "ranking": 0.9977, + "term_example_occurrence": "plagiatorstvo", + "term_example_pos": "NOUN", + "term_example_msd": "Ncnsn" + }, + { + "lemma": "obročen plačevanje", + "canonical": "obročno plačevanje", + "frequency": 1, + "ranking": 0.9976, + "term_example_occurrence": "obročnim plačevanjem", + "term_example_pos": "ADJ NOUN", + "term_example_msd": "Agpnsi Ncnsi" + }, + { + "lemma": "delen odpis", + "canonical": "delni odpis", + "frequency": 1, + "ranking": 0.9971, + "term_example_occurrence": "delnega odpisa", + "term_example_pos": "ADJ NOUN", + "term_example_msd": "Agpmsg Ncmsg" + }, + ... +] +``` + +We suggest you use POSTMAN or Hoppscotch to test the API with an uploaded file as the output whose format is CONLL-like (plese check out [temp.conllu](temp.conllu)). See the demonstration as the image below. + +The output format: +![demo](./imgs/demo.png) + +## 6. References + The term extraction tool is an updated version of Tran et al. (2022), using the SloBERTa model. Hanh Thi Hong Tran, Matej Martinc, Andraz Repar, Antoine Doucet and Senja Pollak: A Transformer-based Sequence-labeling Approach to the Slovenian Cross-domain Automatic Term Extraction. Proc. of Jezikovne tehnologije in digitalna humanistika, 2022. diff --git a/ATEapi/canonical_utils.py b/ATEapi/canonical_utils.py index 1e7aeb9..e51359c 100644 --- a/ATEapi/canonical_utils.py +++ b/ATEapi/canonical_utils.py @@ -1,108 +1,158 @@ +import argparse +import csv import os -import classla -# classla.download('sl', logging_level='WARNING') +import string +import classla from lemmagen3 import Lemmatizer -def lem_adj(gender, wrd): - lem = Lemmatizer() - if gender == 'm': - lem.load_model(os.path.join('./model/lemmagen_models/kanon-adj-male.bin')) - elif gender == 'f': - lem.load_model(os.path.join('./model/lemmagen_models/kanon-adj-female.bin')) - elif gender == 'n': - lem.load_model(os.path.join('./model/lemmagen_models/kanon-adj-neutral.bin')) +# classla.download("sl", logging_level="WARNING") +classla_nlp_pipeline = classla.Pipeline( + lang="sl", + processors="tokenize,pos,lemma,depparse", + tokenize_pretokenized=True, + logging_level="WARNING", + download_method=None +) - form = lem.lemmatize(wrd) - return form +def _resolve_lemmagen_model_loc(model_name): + basedir = os.path.dirname(__file__) + return os.path.join(basedir, "/app/model/lemmagen_models", model_name) +_canon_lemmatizer = Lemmatizer() +_canon_lemmatizer.load_model(_resolve_lemmagen_model_loc("kanon.bin")) +canon_lemma = _canon_lemmatizer.lemmatize -def process_nlp_pipeline(lang, text): - nlp = classla.Pipeline(lang=lang, processors='tokenize,pos,lemma', tokenize_pretokenized=True, logging_level='WARNING') - doc = nlp(text) - return doc +ADJ_LEMMATIZER_LOC_MAP = { + ("m", "s"): _resolve_lemmagen_model_loc("kanon-adj-male.bin"), + ("m", "p"): _resolve_lemmagen_model_loc("kanon-adj-male-plural.bin"), + ("f", "s"): _resolve_lemmagen_model_loc("kanon-adj-female.bin"), + ("f", "p"): _resolve_lemmagen_model_loc("kanon-adj-female-plural.bin"), + ("n", "s"): _resolve_lemmagen_model_loc("kanon-adj-neutral.bin"), + ("n", "p"): _resolve_lemmagen_model_loc("kanon-adj-neutral-plural.bin"), +} +_ADJ_LEMMATIZER_CACHE = {} + +def lem_adj(gender, number, wrd): + lem_key = (gender, number) + if lem_key not in _ADJ_LEMMATIZER_CACHE: + assert lem_key in ADJ_LEMMATIZER_LOC_MAP + lemmatizer_model_loc = ADJ_LEMMATIZER_LOC_MAP[lem_key] + lemmatizer = Lemmatizer() + lemmatizer.load_model(lemmatizer_model_loc) + _ADJ_LEMMATIZER_CACHE[lem_key] = lemmatizer + lemmatizer = _ADJ_LEMMATIZER_CACHE[lem_key] + return lemmatizer.lemmatize(wrd) def get_adj_msd(head, word): feats = head.feats feats_dict = {} - feats = feats.strip().split('|') + feats = feats.strip().split("|") for f in feats: - f = f.strip().split('=') + f = f.strip().split("=") feats_dict[f[0]] = f[1] - gender = feats_dict['Gender'] - #print(gender) - #gender = gender.strip().split('=')[1] - if gender == 'Masc' and len(word.xpos) == 6: - msd = word.xpos[:-1]+'ny' - elif gender == 'Masc' and len(word.xpos) == 7: - msd = word.xpos[:-1]+'y' - elif gender == 'Fem': - msd = word.xpos[:-1]+'n' - elif gender == 'Neut': - msd = word.xpos[:-1]+'n' + gender = feats_dict["Gender"] + if gender == "Masc" and len(word.xpos) == 6: + msd = word.xpos[:-1] + "ny" + elif gender == "Masc" and len(word.xpos) == 7: + msd = word.xpos[:-1] + "y" + elif gender == "Fem": + msd = word.xpos[:-1] + "n" + elif gender == "Neut": + msd = word.xpos[:-1] + "n" else: - msd = None + # msd = None + msd = "qqqqqq" # hacky but it means that adverbs are just copied over to the canonical form return msd +def _is_single_acronym(term): + # (single word, all uppercase and length less than 5 characters) + if len(term.words) == 1: + word = term.words[0].text + return len(word) < 5 and word.isupper() + return False -def subfinder(mylist, pattern): - matches = [] - for i in range(len(mylist)): - if mylist[i].text.lower() == pattern[0] and [t.text.lower() for t in mylist[i:i+len(pattern)]] == pattern: - matches.append(mylist[i:i+len(pattern)]) - return matches - - -def find_canon(term): - head = None - pre = [] - post = [] - for word in term.words: - if word.upos == 'NOUN' or word.upos == 'PROPN': - head = word - break - if head is None: - if len(term.words) == 1: - head2 = term.words[0] - lem = Lemmatizer() - lem.load_model(os.path.join('./model/lemmagen_models/kanon.bin')) - head_form = lem.lemmatize(head2.text.lower()) - return head_form - else: - return ' '.join([w.text for w in term.words]) # just return the input because we do not cover such case - else: - for word in term.words: - if word.id < head.id: - pre.append(word) - elif word.id > head.id: - post.append(word) +def _join_term_words(term): + return " ".join([w.text for w in term.words]) +def _process_pre(pre, head, gender, number): canon = [] for el in pre: msd = get_adj_msd(head, el) - if msd is None: - canon.append(el.lemma.lower()) + if msd[0] == "A": + form = lem_adj(gender, number, el.text.lower()) + canon.append(form) else: - if msd[0] == 'A' and msd[3] == 'm': - form = lem_adj('m', el.text.lower()) - canon.append(form) - elif msd[0] == 'A' and msd[3] == 'f': - form = lem_adj('f', el.text.lower()) - canon.append(form) - elif msd[0] == 'A' and msd[3] == 'n': - form = lem_adj('n', el.text.lower()) - canon.append(form) + canon.append(el.lemma.lower()) + return canon + +def find_canon(term): + if _is_single_acronym(term): + return term.words[0].text + + head = None + pre = [] + post = [] + + for word in term.words: + if word.head == 0: + head = word + elif head is None: + pre.append(word) + else: + post.append(word) + ## special case where all words are proper nouns and each word is canonized independently + if all(w.upos == "PROPN" for w in term.words): + canon_name = [canon_lemma(w.text) for w in term.words] + return " ".join(canon_name) + + if head is None: + if len(term.words) == 1: + head2 = term.words[0] + return canon_lemma(head2.text.lower()) + else: + # just return the input because we do not cover such case + return _join_term_words(term) + if head.upos == "VERB": # if the term is not a noun phrase + # just return the input because we do not cover such case + return _join_term_words(term) + if head.upos == "ADJ": + if len(term.words) == 1: # for single word adjectives, return male form + return lem_adj("m", "s", term.words[0].text.lower()) + else: + # just return the input because we do not cover such case + return _join_term_words(term) + + gender = head.xpos[2] + number = head.xpos[3] + ending = head.lemma[-1] + if gender == "f" and number == "p" and ending in "ie": # sani, hlače + canon = _process_pre(pre, head, gender, number) + canon.append(head.lemma) + elif gender == "m" and number == "p" and ending == "i": # možgani + canon = _process_pre(pre, head, gender, number) + canon.append(head.lemma) + elif gender == "n" and number == "p" and ending == "a": # vrata + canon = _process_pre(pre, head, gender, number) + canon.append(head.lemma) + else: + canon = _process_pre(pre, head, gender, "s") + head_form = canon_lemma(head.text.lower()) + canon.append(head_form) - lem = Lemmatizer() - lem.load_model(os.path.join('./model/lemmagen_models/kanon.bin')) - head_form = lem.lemmatize(head.text.lower()) - canon.append(head_form) for el in post: canon.append(el.text) - return ' '.join(canon) + return " ".join(canon) def process(forms): - text = '\n'.join(forms) - doc = process_nlp_pipeline('sl', text) - return [find_canon(sent) for sent in doc.sentences] + text = "\n".join(forms) + doc = classla_nlp_pipeline(text) + canonical_forms = [] + for term in doc.sentences: + try: + canonical_form = find_canon(term) + except Exception: + canonical_form = _join_term_words(term) + canonical_forms.append(canonical_form) + return canonical_forms diff --git a/ATEapi/imgs/demo.png b/ATEapi/imgs/demo.png index 1e79da58d35776236ae888afd875b3d7904833f3..58d4e46be853079261fbddd9b08283a29e3d9619 100644 GIT binary patch literal 280152 zcmeFYcUTkOwg!w8kszP~f+%1E1SEj;mZ%6wZwb9gZ=r@x5XH-#Pc(^L*bu=ehU4?~jw`nVFrL*?Z5dz1Q0Bde@pLJsmYB02hFY 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z^tGAnM@FgxJ3k)JpN0La{7@i1T-2FaWQmly>DFcz{ckHFf`@OuaxHy(uI5mxfqQq}PJzh7Ma zhZoY4*we7IwA5MdD+hJxah5iIe0+RE*nFq*sJJ-u{EUAjBqSpjLl^tjp)L)^kMz`5 z3v5G^YxH;9n$c@|Z zhV(VyD4o&&!JlgC-Ja)=?`&nWuC2YB`Q&Sl z^#UI+FA3yPkpA}qGO}Jz#X_SOw^ovlm#(i3aoA@q12E_QGwkbf??8lREthjjLD<(X zxL-WaUCkE1SoJv72Rf2J{gzE6_9;jpDJco6F>YyVYdZ;>xiIxQy~1409o=KC8*2>_ z3&kZRrt2T*X{&J2Ei4<1FRXDxZy}z9%*;%nPZ+W;)|!gobqq)nBC<$OT-@S!`KemHUY>zA=?UgQz1P$Rnr`MMVY)YVFRz-WzI zwRW 2") - df = df.sort_values('ranking', ascending=False).drop_duplicates(subset=['terms','lemma'], keep = 'first').sort_index() - print(df.head(5)) - return df.to_json(orient='records') - # return jsonify(df.to_dict(orient='records')) + df = df.sort_values(by=['lemma','ranking'], ascending=True) + df = df.drop_duplicates(subset=['lemma'], keep='last') + df['canonical'] = process(df['term_example_occurrence']) + corpus = ' '.join([' '.join(x) for x in lemma]) + df['frequency'] = [corpus.count(x) for x in df['lemma']] + df = df[[ 'lemma', 'canonical', 'frequency','ranking','term_example_occurrence', 'term_example_pos','term_example_msd']] + df = df[df['term_example_pos'] != 'PUNCT'] + df = df.query("term_example_occurrence.str.len() > 2") + df = df.drop_duplicates(subset=['term_example_occurrence','lemma'], keep = 'first') + df = df.sort_values(by=['ranking'], ascending=False) + # print(df.head(5)) + return df.to_json(orient='records') if __name__ == '__main__': diff --git a/ATEapi/requirements.txt b/ATEapi/requirements.txt index d17693d..f1cc4be 100644 --- a/ATEapi/requirements.txt +++ b/ATEapi/requirements.txt @@ -1,7 +1,8 @@ -classla==1.1.0 +classla==1.2.0 Flask==2.2.2 lemmagen3==3.3.2 -numpy==1.21.6 +numpy==1.23.0 pandas==1.3.5 -torch +torch==1.12.0 transformers==4.20.1 +gunicorn==20.1.0 diff --git a/README.md b/README.md index 0f6aebe..3f5336e 100644 --- a/README.md +++ b/README.md @@ -37,7 +37,7 @@ Natančen opis in izvorni repozitorij dela projekta se nahaja na: https://github ### Podatkovna baza korpusa OSS -Podatkovna baza korpusa OSS vsebuje obdelana besedila iz korpusa OSS ter hkrati tudi iskalne indekse, ki omogočajo hitrejše poizvedbe po podatkih. Prav tako so v podatkovni bazi predizračunani hevristični indeksi za iskanje terminoloških kandidatov ter procedure za obdelavo uporabniških besedil na enak način. Ker je sama vsebina podatkovne baze prevelika, so dodane samo skripte za kreiranje strukture tabele, sam korpus pa je v bazo potrebno po instalaciji uvoziti in zagnati njegovo obdelavo. +Podatkovna baza korpusa OSS vsebuje obdelana besedila iz korpusa OSS ter hkrati tudi iskalne indekse, ki omogočajo hitrejše poizvedbe po podatkih. Prav tako so v podatkovni bazi predizračunani hevristični indeksi za iskanje terminoloških kandidatov ter procedure za obdelavo uporabniških besedil na enak način. Ker je sama vsebina podatkovne baze prevelika, so dodane samo skripte za kreiranje strukture tabele, sam korpus pa je v bazo potrebno po instalaciji uvoziti in zagnati njegovo obdelavo. Ker je za obdelavo potrebnih precej sistemskih sredstev, bodo obdelani podatki tudi ločeno objavljeni. Uporabljena je odprtokodna podatkovna baza MariaDB z ColumnStore hrambo. diff --git a/canonical_forms/Dockerfile.prod b/canonical_forms/Dockerfile.prod index 69ad596..9437ee8 100644 --- a/canonical_forms/Dockerfile.prod +++ b/canonical_forms/Dockerfile.prod @@ -58,14 +58,15 @@ RUN pip install --no-cache /wheels/* # copy entrypoint-prod.sh COPY ./entrypoint.prod.sh $APP_HOME + # copy project COPY . $APP_HOME - +RUN chmod u+x $APP_HOME/entrypoint.prod.sh # chown all the files to the app user RUN chown -R app:app $APP_HOME # a workaround for permission errors for the classla_volume -RUN mkdir $HOME/classla_resources && chown app:app $HOME/classla_resources +# RUN mkdir $HOME/classla_resources && chown app:app $HOME/classla_resources # change to the app user USER app diff --git a/canonical_forms/canonizer.py b/canonical_forms/canonizer.py index 77ba150..3beb9ea 100644 --- a/canonical_forms/canonizer.py +++ b/canonical_forms/canonizer.py @@ -7,7 +7,7 @@ import classla from lemmagen3 import Lemmatizer -classla.download("sl", logging_level="WARNING") +#classla.download("sl", logging_level="WARNING") classla_nlp_pipeline = classla.Pipeline( lang="sl", processors="tokenize,pos,lemma,depparse", diff --git a/canonical_forms/entrypoint.prod.sh b/canonical_forms/entrypoint.prod.sh index 4c304e4..ecb2883 100644 --- a/canonical_forms/entrypoint.prod.sh +++ b/canonical_forms/entrypoint.prod.sh @@ -4,6 +4,6 @@ sed -i 's/signal(/pass;#signal(/g' /usr/local/lib/python3.8/site-packages/classla/submodules/reldi_tokeniser/tokeniser.py # pre-download models -python -c "import classla;classla.download('sl', logging_level='INFO')" +#python -c "import classla;classla.download('sl', logging_level='INFO')" exec "$@" diff --git a/canonical_forms/entrypoint.sh b/canonical_forms/entrypoint.sh index 9a2ee8b..5429b00 100644 --- a/canonical_forms/entrypoint.sh +++ b/canonical_forms/entrypoint.sh @@ -5,6 +5,6 @@ echo "Patching tokeniser.py..." sed -i 's/signal(/pass;#signal(/g' /usr/local/lib/python3.8/site-packages/classla/submodules/reldi_tokeniser/tokeniser.py # pre-download models -python -c "import classla;classla.download('sl', logging_level='INFO')" +# python -c "import classla;classla.download('sl', logging_level='INFO')" exec "$@" diff --git a/canonical_forms/requirements.txt b/canonical_forms/requirements.txt index 1971f06..2b01128 100644 --- a/canonical_forms/requirements.txt +++ b/canonical_forms/requirements.txt @@ -1,7 +1,7 @@ Flask==2.1.* flask-restx gunicorn==20.1.0 -classla==1.0.1 +classla==1.1.0 lemmagen3==3.3.1 flask-socketio==5.1.0 simple-websocket==0.2.0 diff --git a/definition_extraction/Dockerfile b/definition_extraction/Dockerfile new file mode 100644 index 0000000..e5819cc --- /dev/null +++ b/definition_extraction/Dockerfile @@ -0,0 +1,21 @@ +# pull official base image +FROM python:3.8 + +# set work directory +WORKDIR /usr/src/app + +# set environment variables +ENV PYTHONDONTWRITEBYTECODE 1 +ENV PYTHONUNBUFFERED 1 + +# install dependencies +RUN pip install --upgrade pip +COPY ./requirements.txt /usr/src/app/requirements.txt +RUN pip install -r requirements.txt +#RUN --mount=type=cache,target=/root/.cache/pip pip install -r requirements.txt + +# copy project +COPY . /usr/src/app/ + +# run entrypoint.sh +ENTRYPOINT ["/usr/src/app/entrypoint.sh"] diff --git a/definition_extraction/Dockerfile.prod b/definition_extraction/Dockerfile.prod new file mode 100644 index 0000000..5230d99 --- /dev/null +++ b/definition_extraction/Dockerfile.prod @@ -0,0 +1,58 @@ +########### +# BUILDER # +########### + +# pull official base image +FROM python:3.8 as builder + +# set work directory +WORKDIR /usr/src/app + +# set environment variables +ENV PYTHONDONTWRITEBYTECODE 1 +ENV PYTHONUNBUFFERED 1 + +# install python dependencies +COPY ./requirements.txt . +RUN pip wheel --no-cache-dir --no-deps --wheel-dir /usr/src/app/wheels -r requirements.txt + + +######### +# FINAL # +######### + +# pull official base image +FROM python:3.8 + +# create directory for the app user +RUN mkdir -p /home/app + +# create the app user +RUN addgroup --system app && adduser --system --group app + + +# create the appropriate directories +ENV HOME=/home/app +ENV APP_HOME=/home/app/web +RUN mkdir $APP_HOME +WORKDIR $APP_HOME + +COPY --from=builder /usr/src/app/wheels /wheels +COPY --from=builder /usr/src/app/requirements.txt . +RUN pip install --upgrade pip +RUN pip install --no-cache /wheels/* + +COPY ./entrypoint.prod.sh $APP_HOME + +# copy project +COPY . $APP_HOME +RUN chmod u+x $APP_HOME/entrypoint.prod.sh + +# chown all the files to the app user +RUN chown -R app:app $APP_HOME + +# change to the app user +USER app + +# run entrypoint.prod.sh +ENTRYPOINT ["/home/app/web/entrypoint.prod.sh"] diff --git a/definition_extraction/JeStaSoPatterns_finishOK.txt b/definition_extraction/JeStaSoPatterns_finishOK.txt new file mode 100644 index 0000000..783ee0e --- /dev/null +++ b/definition_extraction/JeStaSoPatterns_finishOK.txt @@ -0,0 +1,9 @@ +{{{\S+_____\S+_____N\S+\s+\S+_____\S+_____Va-r3[psd]-n\s+\S+_____\S+_____N\S+\s*}}} #N je/sta/so N +{{{\S+_____\S+_____N...ny?n?\s+\S+_____\S+_____Va-r3[psd]-n\s+\S+_____\S+_____N...ny?n?\s*}}} #Sam-nom je/sta/so Sam-nom +{{{(\S+_____\S+_____A\S+\s+)*\S+_____\S+_____N...ny?n?\s+((\S+_____\S+_____A\S+\s+)*\S+_____\S+_____N\S+\s+)*([a-z]+_____\S+_____S\S+\s+(\S+_____\S+_____A\S+\s+)*(\S+_____\S+_____N\S+\s+)+)*\S+_____\S+_____Va-r3[psd]-n\s*(\S+_____\S+_____A\S+\s+)*(\S+_____\S+_____N...ny?n?\s*)}}} +{{{(\S+_____\S+_____A\S+\s+)*\S+_____\S+_____N...ny?n?\s+((\S+_____\S+_____A\S+\s+)*\S+_____\S+_____N\S+\s+)*([a-z]+_____\S+_____S\S+\s+(\S+_____\S+_____A\S+\s+)*(\S+_____\S+_____N\S+\s+)+)*\S+_____\S+_____Va-r3[psd]-n\s*(\S+_____\S+_____A\S+\s+)*(\S+_____\S+_____N...ny?n?\s+)}}} +{{{^(\S+_____\S+_____A\S+\s+)*\S+_____\S+_____N...ny?n?\s+((\S+_____\S+_____A\S+\s+)*\S+_____\S+_____N\S+\s+)*([a-z]+_____\S+_____S\S+\s+(\S+_____\S+_____A\S+\s+)*(\S+_____\S+_____N\S+\s+)+)*\S+_____\S+_____Va-r3[psd]-n\s*(\S+_____\S+_____A\S+\s+)*(\S+_____\S+_____N...ny?n?\s*)}}} +{{{^(\S+_____\S+_____A\S+\s+)*\S+_____\S+_____N...ny?n?\s+((\S+_____\S+_____A\S+\s+)*\S+_____\S+_____N\S+\s+)*([a-z]+_____\S+_____S\S+\s+(\S+_____\S+_____A\S+\s+)*(\S+_____\S+_____N\S+\s+)+)*\S+_____\S+_____Va-r3[psd]-n\s*(\S+_____\S+_____A\S+\s+)*(\S+_____\S+_____N...ny?n?\s+)}}} +{{{(\S+_____\S+_____N...ny?n?\s+)((\S+_____\S+_____A\S+\s+)*((\S+_____\S+_____A\S+\s+)+((in)|(ali))_____\S+_____Cc\s*(\S+_____\S+_____A\S+\s+))*\S+_____\S+_____N\S+\s+)*([a-z]+_____\S+_____S\S+\s+(\S+_____\S+_____A\S+\s+)*((in)|(ali)_____\S+_____C\S*\s*\S+_____\S+_____A\S+\s*)*(\S+_____\S+_____N\S+\s+)+)*(angl?\._____\S+_____\S+\s+(\S+_____\S+_____[^V]\S*\s+)+)*\S+_____\S+_____Va-r3[psd]-n\s*(\S+_____\S+_____A\S+\s+)*((\S+_____\S+_____A\S+\s+)+((in)|(ali))_____\S+_____Cc\s*(\S+_____\S+_____A\S+\s+))*\S+_____\S+_____N...ny?n?\s*}}} + + diff --git a/definition_extraction/SentEx_patternsF.pl b/definition_extraction/SentEx_patternsF.pl new file mode 100644 index 0000000..d2c3111 --- /dev/null +++ b/definition_extraction/SentEx_patternsF.pl @@ -0,0 +1,284 @@ +#!/usr/bin/perl - w + +#script to extract occurrences of definitions in a File +#output: definition candidates sorted by patterns +#usage: perl SentEx_patternsF.pl Korpus Patternlist + + + +use utf8; +binmode STDIN, 'utf8'; +binmode STDOUT, 'utf8'; + +$file = shift(@ARGV); +$pat = shift(@ARGV); +if ($file=~/\//){ +($filestem) = $file=~ /.*\/(.+)\..../; +} +else { +($filestem) = $file=~ /(.+)\..../; +} + +print STDERR "F:$filestem\n"; + +print STDERR "\n\nDo you want to evaluate against recall test set? If yes enter recall test set file else press return!\n"; +# $recalltestset=<>; +$recalltestset=""; +&recalltestset; + + +open(PAT, "<:utf8", "$pat") || die "Cannot open file:$!"; +open(OUT, ">:utf8", "ALLPATTERNEVALUATION_$filestem"."\.txt") || die "Cannot open outfile:$!"; + +push @predefinedpatterns, "0"; #zato da se potem zacne z 1 ne 0 +while (){ +chomp; +if (length>0){ + if (m/^\#/){} +else { +print STDERR "[$_]\n\n"; +s/{{{(.*)}}}/$1/; +push @predefinedpatterns, "$1"; + +} +} +} +$k=$#predefinedpatterns; +for ($i=1;$i<=$k; $i++){ +$count=0; +$yes=0; +$no=0; +$undef=0; +$allpozit=0; +$allneg=0; +$stop=0; +$eval=0; +@comments=(); + +print STDERR "PATLIST$i:". $predefinedpatterns[$i]."\n"; + +#open(OUT1, ">:utf8", "PAT_lema".$i."_$filestem."."xml") || die "Cannot open outfile1:$!"; +open(OUT2, ">:utf8", "PAT_".$i."_$filestem."."txt") || die "Cannot open outfile2:$!"; + +open(FILE, "<:utf8", "$file") || die "Cannot open file:$!"; +@positivesbyeachpattern=(); + + $/ = "\/>\n";#"\n\n";#""; + while () { + $s = $_; + + if ($s=~/defvalue=\"Y/){ + $allpozit++; + } + if ($s=~/defvalue=\"N/){ + $allneg++; + } + if ($s =~/.*?().*?\n/){ + +($ids)= $s =~/.*?().*?\n/g; + + +} + +$s =~s/.*?.*?\n//gs; +($sentmeta)= $s =~ /(>>>".$i.":\t"."{{{$predefinedpatterns[$i]}}}"."\n"; +$stop=1; +} + #print OUT1 "$s"."\n"; + print OUT2 "$string###$sentmeta"."\n"; +$sentmeta=~/S sid_sp=\"(\d+)\"/; +$idnb=$1; +$union{$idnb}="$string###$sentmeta"."\n"; +#print OUT2 "MSD string: $msd_string"."\n"; +if ($sentmeta=~/defvalue=\"Y/){ +$yes++; +$unionYES{$idnb}++; +push @positivesbyeachpattern, $idnb; + +} +elsif ($sentmeta=~/defvalue=\"N/){ +$no++; +$unionNO{$idnb}++; +} +else { +$undef++; +$unionUNDEF{$idnb}++; +} +$count++; + + } + +} + + + + + + + + +$eval=$count-$undef; + + +if ($count==0) { +$count=0.000001; +push @comments, "\$undefWas0"; +} +if ($allpozit==0) { +$allpozit=0.000001; +push @comments, "\$allpozitWas0"; +} + +if ($eval==0) { +###print OUT "EVAL IS ".$eval." and changed to=0.00001 \n"; +$eval=0.00001; +###print OUT "nEWEVAL IS ".$eval.":::\n"; +push @comments, "\$evalWas0"; +} + +print OUT "PATTERN$i:\t{{{$predefinedpatterns[$i]}}}\n"; +print OUT "TOTAL EXAMPLES: ".$count."\n"; +print OUT "TOTAL EVALUATED: ".$eval."\n"; +print OUT "POZITIVES:". $yes."\n"; +print OUT "NEGATIVES:". $no."\n"; +print OUT "UNDEFINED:". $undef."\n"; +print OUT "ALLPOZ:".$allpozit."\n"; +print OUT "ALLNEG:".$allneg."\n"; +print OUT "PRECISION_eval:". $yes/$eval."\n"; +#print OUT "PRECISION_noneval:". $yes/$count."\n"; +#print OUT "RECALL:".$yes/$allpozit."\n"; +#print OUT "POZ//UNDEF:\t"."$yes//".$undef."\n"; +#print OUT "PREC//RECALL:".$yes/$eval."//".$yes/$allpozit; + +#print OUT "POZITIVESBYPATTER>$i: "."@positivesbyeachpattern"; + +#presek @recalltestsetids in @positivesbyeachpattern + foreach $element (@positivesbyeachpattern, @recalltestsetids) { $count{$element}++ } + foreach $element (keys %count) { + push @{ $count{$element} > 1 ? \@intersection : \@difference }, $element; + } +print OUT "INTERSECTION:"."number elements:[".@intersection."]:"."@intersection"."\n"; +&computerecall; +print OUT "RECALL ON RECALL TEST SET:".@intersection."/". @recalltestsetids."=$divided\n"; +print OUT "(recall test set is:$recalltestset)\n"; + + +#print OUT "Ints reason : "."PozByPatt:"."@positivesbyeachpattern"."recallset"." @recalltestsetids"."\n"; +#$ints=@intersection."\n"; +#print STDERR "\n\nRECALL: $ints"."\\"."$number_recall"."\n"; + +#print OUT "WorstPrec (if all non eval were ng:".$yes/$count; +print OUT "\n\n======\n\n"; +#print OUT "COMMENTS:"."@commetns"; + +%count=(); +@intersection=(); + +} + +open (OUTUNION, ">:utf8", "outunion.txt"); +foreach $key (sort sortAsc keys %union){ +print OUTUNION "$union{$key}"; + +} +@unionpositivesbyeachpattern= keys %unionYES; + foreach $element (@unionpositivesbyeachpattern, @recalltestsetids) { $count4union{$element}++ } + foreach $element (keys %count4union) { + push @{ $count4union{$element} > 1 ? \@intersection4union : \@difference4union }, $element; + } +&computerecall; + +print OUT "\n\n\nALL PATTERNS, i.e. UNION\n"; + + + +print OUT "TOTAL EXAMPLES in UNION: "; +print OUT scalar keys %union; $scalarall= scalar keys %union; +print OUT "\n"; +print OUT "POZITIVES:"; +print OUT scalar keys %unionYES; $scalaryes= scalar keys %unionYES; +print OUT "\n"; +print OUT "NEGATIVES:"; +print OUT scalar keys %unionNO; +print OUT "\n"; +print OUT "UNDEFINED:"; +print OUT scalar keys %unionUNDEF; $scalarundefined= scalar keys %unionUNDEF; +print OUT "\n"; +$scalardefined=$scalarall-$scalarundefined; +# print OUT "PRECISION_eval:". $scalaryes/ $scalardefined."\n"; +print OUT "INTERSECTION:"."number elements4union:[".@intersection4union."]:"."@intersection4union"."\n"; + if ($chosenrecall>0){ +$iu=@intersection4union; +$rt=@recalltestsetids; +$dividedunion=$iu/$rt; +print OUT "RECALL ON RECALL TEST SET:".@intersection4union."/". @recalltestsetids."=$dividedunion\n"; +print OUT "(recall test set is:$recalltestset)\n"; +} + + sub sortAsc { + + $a<=>$b; + } + +sub recalltestset { +print STDERR "you entered:[".$recalltestset."]\n"; +# chomp $recalltestset; +$recalltestset=~s/\n*\r*$//g; +print STDERR "CHOMPED:: [".$recalltestset."]\n"; + +if ($recalltestset=~/.../){ +$chosenrecall=1; +open(RCSET, "<:utf8", "$recalltestset") || die "Cannot open RCSET file:$!"; +while (){ + if (m/S sid_sp=\"(\d+)\"/){ +push @recalltestsetids, $1; +} +} + +} +else {print STDERR "\nok no test set for recall!\n";} + +} + +sub computerecall { + if ($chosenrecall>0){ +$is=@intersection; +$rs=@recalltestsetids; +$divided=$is/$rs; +} +} + +print STDERR "total number of recall testset: ".@recalltestsetids."\n"; diff --git a/definition_extraction/__init__.py b/definition_extraction/__init__.py new file mode 100644 index 0000000..8d1c8b6 --- /dev/null +++ b/definition_extraction/__init__.py @@ -0,0 +1 @@ + diff --git a/definition_extraction/app.py b/definition_extraction/app.py new file mode 100644 index 0000000..59bc59d --- /dev/null +++ b/definition_extraction/app.py @@ -0,0 +1,84 @@ +import os +import json +import tempfile + +from flask import Flask +from flask_restx import Api, Resource, fields + +from werkzeug.middleware.proxy_fix import ProxyFix +from werkzeug.datastructures import FileStorage +from werkzeug.exceptions import BadRequest + +try: + from . import extract_defsent as extractor +except ImportError: + import extract_defsent as extractor + + +UPLOAD_FOLDER = 'uploads' +MAX_TERMS_STRLEN = 100000 + +app = Flask(__name__) +app.wsgi_app = ProxyFix(app.wsgi_app) +api = Api(app, version='1.0', title='Definition sentence extraction', + description='''A simple API for the extraction of definition sentence candidates from a given CoNLL-U file. A list of candidate terms (can also be empty) is used to filter input sentences. + **NOTE**: Because the service accepts a file and an additional parameter (terms), the request's _Content-Type_ cannot be ```application/json``` but ```multipart/form-data```. + As a result, the terms parameter must be a string in the POST request form data and must contain valid JSON. + ''') +app.config['UPLOAD_FOLDER'] = UPLOAD_FOLDER +ns = api.namespace('DefExAPI', description='Definition extraction API namespace') + + +def terms_as_json(value): + '''Parses and validates terms stored in JSON string''' + if len(value) > MAX_TERMS_STRLEN: + raise ValueError(f'Security error: string too long! Must be of length <= {MAX_TERMS_STRLEN}.') + try: + lem_terms = json.loads(value) + if 'lemmatized_terms' not in lem_terms or not isinstance(lem_terms['lemmatized_terms'], list): + raise Exception('''Invalid JSON format for terms, must be like {"lemmatized_terms": ["first term", "second term", ...]}.''') + tlist = [str(x) for x in lem_terms['lemmatized_terms']] + except Exception as e: + raise ValueError(f'Error while parsing terms JSON string: {str(e)}') + else: + return tlist + + +# Swagger documentation +terms_as_json.__schema__ = {'type': str, 'format': 'JSON'} + + +parser = api.parser() +parser.add_argument('terms', type=terms_as_json, location='form', required=False) +parser.add_argument('conllu_file', type=FileStorage, location='files', required=True) + + +#@api.route('/with-parser/', endpoint='with-parser') +@ns.route('/definition_sentence_extraction') +@ns.expect(parser, validate=True) +@ns.doc(params={'terms': f'''This is a string contaning an _optional_ list of **lemmatized terms** for which we want to extract potential definition sentence candidates. + This string should contain a valid JSON where terms are under key **lemmatized_terms**, e.g.: + ```{{"lemmatized_terms": ["first term", "second term", ...]}}``` + **NOTE**: For security reasons, the length of the string is limited to {MAX_TERMS_STRLEN} characters.''', + 'conllu_file': '''This is a mandatory parameter containing a valid CoNLL-U file.''' + }) +class DefinitionSentenceExtractionService(Resource): + def post(self): + args = parser.parse_args() + terms = args['terms'] if args['terms'] is not None else [] + conllu_filestorage = args['conllu_file'] + + tempdir = tempfile.TemporaryDirectory() + tmpfile = os.path.join(tempdir.name, 'input.conllu') + with open(tmpfile, 'w') as fp: + fp.write(conllu_filestorage.read().decode()) + try: + sentences = extractor.mp_extract(tmpfile, terms) + except Exception as e: + raise BadRequest(str(e)) + tempdir.cleanup() + return {'definition_candidates': sentences} + + +#if __name__ == '__main__': + #app.run(debug=True) diff --git a/definition_extraction/entrypoint.prod.sh b/definition_extraction/entrypoint.prod.sh new file mode 100644 index 0000000..214eb4c --- /dev/null +++ b/definition_extraction/entrypoint.prod.sh @@ -0,0 +1,3 @@ +#!/bin/sh + +exec "$@" diff --git a/definition_extraction/entrypoint.sh b/definition_extraction/entrypoint.sh new file mode 100644 index 0000000..214eb4c --- /dev/null +++ b/definition_extraction/entrypoint.sh @@ -0,0 +1,3 @@ +#!/bin/sh + +exec "$@" diff --git a/definition_extraction/extract_defsent.py b/definition_extraction/extract_defsent.py new file mode 100644 index 0000000..9bc1b09 --- /dev/null +++ b/definition_extraction/extract_defsent.py @@ -0,0 +1,205 @@ +import sys +import os +import shutil +import atexit +import tempfile +import subprocess +import argparse +import json +import time +import re +import multiprocessing as mp + +import conllu + + +termex_perl = 'SentEx_patternsF.pl' +termex_pattern1 = 'JeStaSoPatterns_finishOK.txt' +input_fname = 'input.lines' +output_union = 'outunion.txt' + + + +#def cleanup(tempdir): + #if isinstance(tempdir, tempfile.TemporaryDirectory): + #print(f'INFO: Removing temporary folder: {tempdir.name}', file=sys.stderr) + #tempdir.cleanup() + + +def words_search(words_string, sentence_string): + #words_string = " " + words_string.strip() + " " + #sentence_string = " " + sentence_string.strip() + " " + words_string = " " + words_string + " " + sentence_string = " " + sentence_string + " " + return sentence_string.find(words_string) + + +# this search works for searching single whitespace joined words in other single whitespace joined words +# See here (https://docs.python.org/3/library/re.html) for the definition of \b +# NOTE: this is slow! +def find_words_in_string(words, string): + if re.search(r"\b" + re.escape(words) + r"\b", string): + return True + return False + + +# returns all non-overlapping starting sublist positions +def sublist(lst, sub): + elt = sub[0] + pos = 0 + allpos = [] + while lst != []: + if elt in lst: + idx = lst.index(elt) + pos += idx + if lst[idx: idx + len(sub)] == sub: + allpos.append(pos) + lst = lst[idx + len(sub):] + pos += len(sub) + # return pos + else: + lst = lst[idx + 1:] + pos += 1 + else: + break + # return -1 + return allpos + # return -1 + + +# returns first sublist position or -1 +def is_sublist(lst, sub): + elt = sub[0] + pos = 0 + while lst != []: + if elt in lst: + idx = lst.index(elt) + pos += idx + if lst[idx: idx + len(sub)] == sub: + return pos + else: + lst = lst[idx + 1:] + pos += 1 + else: + return -1 + return -1 + + +def split_conllu_file(conllu_file, n): + tempdir = tempfile.TemporaryDirectory() + #print('-->', tempdir.name) + + parts = [[] for i in range(n)] + with open(conllu_file, 'r', encoding="utf-8") as ifp: + for i, sent in enumerate(conllu.parse_incr(ifp)): + parts[i%n].append(sent) + + outfiles = [os.path.join(tempdir.name, f'{i}.conllu') for i in range(n)] + for fname, sentences in zip(outfiles, parts): + with open(fname, 'w') as fp: + for s in sentences: + fp.write(s.serialize()) + return tempdir, outfiles + + +def read_terms_json_file(fname): + with open(fname) as fp: + lem_terms = json.load(fp) + + if 'lemmatized_terms' not in lem_terms or not isinstance(lem_terms['lemmatized_terms'], list): + raise Exception('''Invalid JSON format for terms, must be like {"lemmatized_terms": ["first term", "second term", ...]}.''') + return [str(x).strip() for x in lem_terms['lemmatized_terms']] + + + +def extract_definition_sentences(conllu_file, terms=[]): + # initialize temp directory + tempdir = tempfile.TemporaryDirectory() + + st = time.time() + + # prepare input data in correct format + with open(conllu_file, 'r', encoding="utf-8") as ifp: + with open(os.path.join(tempdir.name, input_fname), 'w') as ofp: + for i, sent in enumerate(conllu.parse_incr(ifp)): + if terms != []: + lem_sent = ' '.join([tok['lemma'] for tok in sent]) + for term in terms: + if term in lem_sent: # first test: string search, can lead to false results (substrings, not whole words) + term_tokens = term.split() + lem_tokens = [tok['lemma'] for tok in sent] + if is_sublist(lem_tokens, term_tokens) != -1: #slower exact testing + # if words_search(term, lem_sent) != -1: + # if is_sublist(lem_tokens, term) != -1: + # if find_words_in_string(term, lem_sent): + # if term in lem_sent: + #if len(term)>1: + # print('--->', term, lem_tokens) + for tok in sent: + print(f"{tok['form']}\tTOK\t{tok['lemma']}\t{tok['xpos']}", file=ofp) + sid = sent.metadata.get('sent_id', i) + print(f'''\t\t\t\n''', file=ofp) + else: + for tok in sent: + print(f"{tok['form']}\tTOK\t{tok['lemma']}\t{tok['xpos']}", file=ofp) + sid = sent.metadata.get('sent_id', i) + print(f'''\t\t\t\n''', file=ofp) + + #print('Preparation and filtering time: ', time.time() - st) + st = time.time() + + for fn in [termex_perl, termex_pattern1]: + shutil.copyfile(fn, os.path.join(tempdir.name, fn)) + + # run extractor + p = subprocess.run(['perl', termex_perl, input_fname, termex_pattern1], + stderr=subprocess.DEVNULL, + cwd=tempdir.name) + + if p.returncode != 0: + raise IOError('Term extraction process failed, check its perl script.') + + resultfile = os.path.join(tempdir.name, output_union) + if not os.path.exists(resultfile): + raise IOError('Output file with union of results does not exist: {resultfile}') + + #print('Extraction time: ', time.time() - st) + + lines = open(resultfile).read() + print(lines) + return [{ + "definicija":line.split('###')[0].strip(), + "term": re.search('term="(.*)"', line).group(1) + } for line in lines.split('\n') if line.strip()] + + +def mp_extract(conllu, terms, ncores=os.cpu_count()): + defs = [] + conllu_tempdir, conllu_part_files = split_conllu_file(conllu, ncores) + with mp.Pool(ncores) as pool: + params = zip(conllu_part_files, [terms] * len(conllu_part_files)) + for i, result in enumerate(pool.starmap(extract_definition_sentences, params)): + print(result) + defs.extend(result) + + #return sorted(list(set(defs))) + return defs; + + +if __name__ == '__main__': + parser = argparse.ArgumentParser() + + parser.add_argument('CoNLLU_file', help='Input file in CoNLL-U format') + parser.add_argument('-n', '--ncpu', type=int, help='Number of CPU cores to use. Leave empty to use all cores.') + parser.add_argument('-t', '--terms', help='Optional input file with lemmatized terms for filtering the input file, formatted like this: {"lemmatized_terms": ["first term", "second term", ...]} ') + args = parser.parse_args() + + #sents = extract_definition_sentences(args.CoNLLU_file) + #print('\n'.join(list(set(sents)))) + + ncores = args.ncpu if args.ncpu is not None else os.cpu_count() + lem_terms = read_terms_json_file(args.terms) if args.terms else [] + + defs = mp_extract(args.CoNLLU_file, lem_terms, ncores) + for s in defs: + print(s) diff --git a/definition_extraction/requirements.txt b/definition_extraction/requirements.txt new file mode 100644 index 0000000..9053ccd --- /dev/null +++ b/definition_extraction/requirements.txt @@ -0,0 +1,6 @@ +conllu==4.5.* +gunicorn==20.1.* + +werkzeug==2.1.2 +flask==2.1.3 +flask-restx==0.5.1 diff --git a/docker-compose.yml b/docker-compose.yml index aede02b..a360e70 100644 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -5,34 +5,35 @@ services: restart: always image: flask-server ports: - - "8080:8080" - volumes: + - "8081:8080" + volumes: # when pushing to server, remove the first dot here in front of /mnt + - /mnt/ssd/ds_ftp/classla_OS2022:/usr/src/app/classla_OS2022 - ../classla/classla_resources:/root/classla_resources + - ../jobs_database_rsdo5:/usr/src/app/DB environment: - PYTHONUNBUFFERED=1 - MDB_DATABASE=conllus_150k - - MDB_HOST=mariadb - - MDB_PORT=3306 + - MDB_HOST=164.8.252.72 + - MDB_PORT=55655 - MDB_USER=rsdo5 - MDB_PASSWORD=rsdo5mysql - tika2: image: apache/tika:1.28.4-full entrypoint: [ "/bin/sh", "-c", "java -jar /tika-server-1.28.4.jar -h 0.0.0.0 -p 9999" ] restart: always - ports: - - "9999:9999" - + #ports: + # - "9999" ate-api: build: ./ATEapi restart: always + # ports: + # - "5000:5000" volumes: - ../classla/classla_resources:/home/appuser/classla_resources - canonizer: - container_name: canonizer_service + container_name: canonizer_service_t build: - context: ./canonical_forms/web + context: ./canonical_forms/ dockerfile: Dockerfile.prod command: gunicorn --bind 0.0.0.0:5000 app:app volumes: @@ -41,18 +42,15 @@ services: - FLASK_APP=app.py - FLASK_ENV=production - APP_FOLDER=/home/app/web - - mariadb: - image: mariadb/columnstore - restart: always - container_name: mariadbcs - ports: - - "3306:3306" + definitions: + container_name: definition_extraction + build: + context: ./definition_extraction/ + dockerfile: Dockerfile.prod + command: gunicorn --bind 0.0.0.0:5000 app:app volumes: - - mdbdata:/var/lib/mysql - - mdbcs-data:/var/lib/columnstore - - mdbcs-etc:/etc/columnstore -volumes: - mdbdata: - mdbcs-data: - mdbcs-etc: + - ../classla/classla_resources:/home/app/classla_resources + environment: + - FLASK_APP=app.py + - FLASK_ENV=production + - APP_FOLDER=/home/app/web \ No newline at end of file diff --git a/swagger_server/controllers/extract_controller.py b/swagger_server/controllers/extract_controller.py index a526727..4f9a763 100644 --- a/swagger_server/controllers/extract_controller.py +++ b/swagger_server/controllers/extract_controller.py @@ -8,21 +8,25 @@ from swagger_server.models.izlusci_async_body import IzlusciAsyncBody # noqa: E from swagger_server.models.izlusci_sync_body import IzlusciSyncBody # noqa: E501 from swagger_server.requets_db.models.vrsta import JobManager from swagger_server.utils import cl_utils +from swagger_server.utils import txt_utils from swagger_server.util import get_random_filename, create_random_file_in_tmp_folder import requests from werkzeug.utils import secure_filename ATEapi_endpoint = "http://ate-api:5000/predict" + # endpoint below to be used only for development purposes (don't need to run docker) # ATEapi_endpoint = "http://localhost:5000/predict" -def do_izlusci(conllus, prepovedane_besede): +def do_izlusci(conllus, prepovedane_besede,definicije=False): tmp_file_path = "" + print(definicije); try: big_conllu = cl_utils.multipla_conllus_to_one_from_conllus_arr(conllus) tmp_file_path = create_random_file_in_tmp_folder(big_conllu, ".conllu") + fp = open(tmp_file_path, 'rb') try: files = [ @@ -30,26 +34,38 @@ def do_izlusci(conllus, prepovedane_besede): ] res = requests.post(ATEapi_endpoint, files=files) data = json.loads(res.text) + + + ret = {'terminoloski_kandidati': [ + { + 'POSoznake': tk['term_example_pos'], + 'kandidat': tk['lemma'], # more to bit lemma al terms? + 'kanonicnaoblika': tk['canonical'], + 'ranking': tk['ranking'], + 'podporneutezi': [ + 0.0, # ???????? + 0.0 # ?????? + ], + 'pogostostpojavljanja': [tk['frequency'], 0] # ??????? + } + for tk in data if tk['canonical'] not in prepovedane_besede + ]} + + + + + if definicije: + print("grem po definicije!!!") + ret = txt_utils.extract_definition_sentences(tmp_file_path,ret); + + except Exception as e: print(e) finally: fp.close() os.remove(tmp_file_path) - ret = {'terminoloski_kandidati': [ - { - 'POSoznake': tk['msd'], - 'kandidat': tk['terms'], # more to bit lemma al terms? - 'kanonicnaoblika': tk['canonical'], - 'ranking': tk['ranking'], - 'podporneutezi': [ - 0.0, # ???????? - 0.0 # ?????? - ], - 'pogostostpojavljanja': [0, 0] # ??????? - } - for tk in data if tk['terms'] not in prepovedane_besede - ]} return ret, 200 except Exception as e: + print(e) return str(e), 500 @@ -84,5 +100,5 @@ def get_candidates_sync(body): # noqa: E501 """ if connexion.request.is_json: body = IzlusciSyncBody.from_dict(connexion.request.get_json()) # noqa: E501 - - return do_izlusci(body.conllus, body.prepovedane_besede) + print(body) + return do_izlusci(body.conllus, body.prepovedane_besede,body.definicije) diff --git a/swagger_server/controllers/jobs_controller.py b/swagger_server/controllers/jobs_controller.py index 278d3a1..58a7709 100644 --- a/swagger_server/controllers/jobs_controller.py +++ b/swagger_server/controllers/jobs_controller.py @@ -6,28 +6,54 @@ import traceback import peewee import asyncio import concurrent.futures as cf - +from flask import Response from swagger_server.controllers.extract_controller import do_izlusci from swagger_server.models.job_response import JobResponse # noqa: E501 from swagger_server.requets_db.models.vrsta import (Job) from threading import Thread -from swagger_server.utils import cl_utils +from swagger_server.utils import cl_utils, db_utils from swagger_server.utils import txt_utils from werkzeug.datastructures import FileStorage import threading import time -CLASSLA_CONCURANCE_LIMIT = 3 -DOC2TEXT_CONCURANCE_LIMIT = 3 -ATEAPI_CONCURANCE_LIMIT = 2 +CLASSLA_SMALL_SIZE_LIMIT = 500 * 1e3 # 500 KB, aka.: 500 * 10^3 -classla_sem = threading.Semaphore(CLASSLA_CONCURANCE_LIMIT) -doc2text_sem = threading.Semaphore(DOC2TEXT_CONCURANCE_LIMIT) -ateapi_sem = threading.Semaphore(ATEAPI_CONCURANCE_LIMIT) +DOC2TEXT_SMALL_SIZE_LIMIT = 10 * 1e6 # 10 MB + +ATEAPI_SMALL_SIZE_LIMIT = 2 * 1e6 # 2 MB + +######################################## +CLASSLA_CONCURANCE_LIMIT_BIG = 2 +CLASSLA_CONCURANCE_LIMIT_SMALL = 2 + +DOC2TEXT_CONCURANCE_LIMIT_BIG = 2 +DOC2TEXT_CONCURANCE_LIMIT_SMALL = 2 + +ATEAPI_CONCURANCE_LIMIT_BIG = 2 +ATEAPI_CONCURANCE_LIMIT_SMALL = 2 + +IZLUSCI_PO_ISKANJU_CONCURANCE_LIMIT = 4 +######################################## +classla_sem_big = threading.Semaphore(CLASSLA_CONCURANCE_LIMIT_BIG) +classla_sem_small = threading.Semaphore(CLASSLA_CONCURANCE_LIMIT_SMALL) + +doc2text_sem_big = threading.Semaphore(DOC2TEXT_CONCURANCE_LIMIT_BIG) +doc2text_sem_small = threading.Semaphore(DOC2TEXT_CONCURANCE_LIMIT_SMALL) + +ateapi_sem_big = threading.Semaphore(ATEAPI_CONCURANCE_LIMIT_BIG) +ateapi_sem_small = threading.Semaphore(ATEAPI_CONCURANCE_LIMIT_SMALL) + +izluscipoiskanju_sem = threading.Semaphore(IZLUSCI_PO_ISKANJU_CONCURANCE_LIMIT) + +running_threads = {} # <--- dict currently not used, was trying to figure out how to cancel workers mid execution, + + +# no luck with that yet def delete_job(job_id): # noqa: E501 - """Izbriše job + """Izbriše job # noqa: E501 @@ -36,7 +62,14 @@ def delete_job(job_id): # noqa: E501 :rtype: str """ - return 'Endpoint currently disabled' + try: + job = Job.get_by_id(job_id) + if job.started_on is not None and job.finished_on is None: + return Response("Cancelling ongoing jobs currently not implemented.", 400) + job.delete_instance() + return f"Job with the ID {job_id} was removed." + except peewee.DoesNotExist: + return Response("Job with this ID does not exist", 404) def get_job_status(job_id): # noqa: E501 @@ -56,8 +89,19 @@ def get_job_status(job_id): # noqa: E501 if job.started_on is not None and job.finished_on is None: return JobResponse(job_status="currently processing", created_on=job.created_on, started_on=job.started_on), 200 - if job.started_on is not None and job.finished_on is not None: - return JobResponse(job_status="finished processing", created_on=job.created_on, started_on=job.started_on, + if job.started_on is not None and job.finished_on is not None and not job.job_output.startswith("ERROR -"): + res = job.job_output + if job.job_type in [4, 5]: + try: + res = json.loads(job.job_output) + except: + pass + return JobResponse(job_status="finished processing (OK)", created_on=job.created_on, + started_on=job.started_on, + finished_on=job.finished_on, job_result=res), 200 + if job.started_on is not None and job.finished_on is not None and job.job_output.startswith("ERROR -"): + return JobResponse(job_status="finished processing (ERROR)", created_on=job.created_on, + started_on=job.started_on, finished_on=job.finished_on, job_result=job.job_output), 200 except peewee.DoesNotExist: return "Job with this ID does not exist", 404 @@ -75,22 +119,65 @@ def clear_up_unfinished_jobs(): async def try_do_jobs(): - with cf.ThreadPoolExecutor(max_workers=3) as ex: + with cf.ThreadPoolExecutor(max_workers=4) as ex: ex.submit(try_do_jobs_classla) ex.submit(try_do_jobs_doc2text) ex.submit(try_do_jobs_ateapi) + ex.submit(try_do_jobs_izluscipoiskanju) -### Job looping +# to pe je pod ex.submit +# sub = ex.submit(execute_ateapi_job, job) +# running_threads[job.id] = sub +# time.sleep(1) +# running_threads[job.id] +# preveri ce je done: ```running_threads[job.id].done()``` (vrne true false) + +# was_canceled = running_threads[job.id].cancel() +# Todo: Mogoce kaksna druga opcija? Ampak verjetno ne, ne vidim (še?) kak prekicat ONGOING job +# To zgoraj preklice samo job, ki se se ni zacel, kar pa ni za ta use case uporabno. + + +### Picking jobs for looping +def try_do_jobs_izluscipoiskanju(): + while True: + try: + if izluscipoiskanju_sem._value > 0: + unfinished_jobs = Job.select() \ + .where(Job.finished_on.is_null(), Job.started_on.is_null(), Job.job_type == 5) \ + .limit(izluscipoiskanju_sem._value) + with cf.ThreadPoolExecutor(max_workers=IZLUSCI_PO_ISKANJU_CONCURANCE_LIMIT) as ex: + [ex.submit(execute_izluscipoiskanju_job, job, izluscipoiskanju_sem) for job in unfinished_jobs] + except Exception as e: + print(f"Exception in try_do_jobs_izluscipoiskanju") + traceback.print_exc() + finally: + time.sleep(3) + + +### Picking jobs for looping def try_do_jobs_ateapi(): while True: try: - if ateapi_sem._value > 0: - unfinished_jobs = Job.select() \ - .where(Job.finished_on.is_null(), Job.started_on.is_null(), Job.job_type == 4) \ - .limit(ateapi_sem._value) - with cf.ThreadPoolExecutor(max_workers=ATEAPI_CONCURANCE_LIMIT) as ex: - [ex.submit(execute_ateapi_job, job) for job in unfinished_jobs] + unfinished_jobs_big = [] + unfinished_jobs_small = [] + if ateapi_sem_big._value > 0: + unfinished_jobs_big.extend(Job.select().where(Job.finished_on.is_null(), Job.started_on.is_null(), + Job.job_type == 4, + Job.input_size > ATEAPI_SMALL_SIZE_LIMIT) \ + .limit(ateapi_sem_big._value)) + if ateapi_sem_small._value > 0: + unfinished_jobs_small.extend(Job.select().where(Job.finished_on.is_null(), Job.started_on.is_null(), + Job.job_type == 4, + Job.input_size <= ATEAPI_SMALL_SIZE_LIMIT) \ + .limit(ateapi_sem_small._value)) + + if len(unfinished_jobs_big) > 0: + with cf.ThreadPoolExecutor(max_workers=ATEAPI_CONCURANCE_LIMIT_BIG) as ex: + [ex.submit(execute_ateapi_job, job, ateapi_sem_big) for job in unfinished_jobs_big] + if len(unfinished_jobs_small) > 0: + with cf.ThreadPoolExecutor(max_workers=ATEAPI_CONCURANCE_LIMIT_SMALL) as ex: + [ex.submit(execute_ateapi_job, job, ateapi_sem_small) for job in unfinished_jobs_small] except Exception as e: print(f"Exception in try_do_jobs_ateapi") traceback.print_exc() @@ -98,27 +185,51 @@ def try_do_jobs_ateapi(): time.sleep(3) -### Job looping +### Picking jobs for looping def try_do_jobs_classla(): time.sleep(15) # wait for tokenizers to load for classla ... while True: try: - if cl_utils.nlp_loaded: - if classla_sem._value > 0: - unfinished_jobs_txt = Job.select() \ - .where(Job.finished_on.is_null(), Job.job_type == 2, - Job.input_file.is_null(False)) \ - .limit(classla_sem._value) + if not cl_utils.nlp_loaded: + raise Exception("NLP utils not loaded yet.") - unfinished_jobs_no_txt = Job.select() \ - .where(Job.finished_on.is_null(), Job.started_on.is_null(), Job.job_type == 2, - Job.input_file.is_null()) \ - .limit(classla_sem._value) + unfinished_jobs_big = [] + unfinished_jobs_small = [] - unfinished_jobs = [j for j in unfinished_jobs_txt] + [j for j in unfinished_jobs_no_txt] - unfinished_jobs = unfinished_jobs[:classla_sem._value] - with cf.ThreadPoolExecutor(max_workers=CLASSLA_CONCURANCE_LIMIT) as ex: - [ex.submit(execute_classla_job, job) for job in unfinished_jobs] + if classla_sem_big._value > 0: + unfinished_jobs_txt = Job.select() \ + .where(Job.finished_on.is_null(), Job.job_type == 2, + Job.input_file.is_null(False), Job.input_size > CLASSLA_SMALL_SIZE_LIMIT) \ + .limit(classla_sem_big._value) + + unfinished_jobs_no_txt = Job.select() \ + .where(Job.finished_on.is_null(), Job.started_on.is_null(), Job.job_type == 2, + Job.input_file.is_null(), Job.input_size > CLASSLA_SMALL_SIZE_LIMIT) \ + .limit(classla_sem_big._value) + + unfinished_jobs_big = [j for j in unfinished_jobs_txt] + [j for j in unfinished_jobs_no_txt] + unfinished_jobs_big = unfinished_jobs_big[:classla_sem_big._value] + + if classla_sem_small._value > 0: + unfinished_jobs_txt = Job.select() \ + .where(Job.finished_on.is_null(), Job.job_type == 2, + Job.input_file.is_null(False), Job.input_size <= CLASSLA_SMALL_SIZE_LIMIT) \ + .limit(classla_sem_small._value) + + unfinished_jobs_no_txt = Job.select() \ + .where(Job.finished_on.is_null(), Job.started_on.is_null(), Job.job_type == 2, + Job.input_file.is_null(), Job.input_size <= CLASSLA_SMALL_SIZE_LIMIT) \ + .limit(classla_sem_small._value) + + unfinished_jobs_small = [j for j in unfinished_jobs_txt] + [j for j in unfinished_jobs_no_txt] + unfinished_jobs_small = unfinished_jobs_small[:classla_sem_small._value] + + if len(unfinished_jobs_big) > 0: + with cf.ThreadPoolExecutor(max_workers=CLASSLA_CONCURANCE_LIMIT_BIG) as ex: + [ex.submit(execute_classla_job, job, doc2text_sem_big) for job in unfinished_jobs_big] + if len(unfinished_jobs_small) > 0: + with cf.ThreadPoolExecutor(max_workers=CLASSLA_CONCURANCE_LIMIT_SMALL) as ex: + [ex.submit(execute_classla_job, job, doc2text_sem_small) for job in unfinished_jobs_small] except Exception as e: print(f"Exception in try_do_jobs_classla") @@ -127,16 +238,29 @@ def try_do_jobs_classla(): time.sleep(3) -### Job looping +### Picking jobs for looping def try_do_jobs_doc2text(): while True: try: - if doc2text_sem._value > 0: - unfinished_jobs = Job.select() \ - .where(Job.finished_on.is_null(), Job.started_on.is_null(), Job.job_type << [1, 12, 3, 32]) \ - .limit(doc2text_sem._value) - with cf.ThreadPoolExecutor(max_workers=DOC2TEXT_CONCURANCE_LIMIT) as ex: - [ex.submit(execute_doc2text_job, job) for job in unfinished_jobs] + unfinished_jobs_big = [] + unfinished_jobs_small = [] + if doc2text_sem_big._value > 0: + unfinished_jobs_big.extend(Job.select().where(Job.finished_on.is_null(), Job.started_on.is_null(), + Job.job_type << [1, 12, 3, 32], + Job.input_size > DOC2TEXT_SMALL_SIZE_LIMIT) \ + .limit(doc2text_sem_big._value)) + if doc2text_sem_small._value > 0: + unfinished_jobs_small.extend(Job.select().where(Job.finished_on.is_null(), Job.started_on.is_null(), + Job.job_type << [1, 12, 3, 32], + Job.input_size <= DOC2TEXT_SMALL_SIZE_LIMIT) \ + .limit(doc2text_sem_small._value)) + + if len(unfinished_jobs_big) > 0: + with cf.ThreadPoolExecutor(max_workers=DOC2TEXT_CONCURANCE_LIMIT_BIG) as ex: + [ex.submit(execute_doc2text_job, job, doc2text_sem_big) for job in unfinished_jobs_big] + if len(unfinished_jobs_small) > 0: + with cf.ThreadPoolExecutor(max_workers=DOC2TEXT_CONCURANCE_LIMIT_SMALL) as ex: + [ex.submit(execute_doc2text_job, job, doc2text_sem_small) for job in unfinished_jobs_small] except Exception as e: print(f"Exception in try_do_jobs_doc2text") traceback.print_exc() @@ -144,13 +268,14 @@ def try_do_jobs_doc2text(): time.sleep(3) -async def prep_jobs(tasks): - await asyncio.gather(*tasks) +# async def prep_jobs(tasks): +# await asyncio.gather(*tasks) -def execute_doc2text_job(job: Job): +####### JOB EXECUTION LOGIC +def execute_doc2text_job(job: Job, sem: threading.Semaphore): try: - doc2text_sem.acquire() + sem.acquire() del_file = False job.started_on = datetime.datetime.utcnow() job.save() @@ -158,7 +283,7 @@ def execute_doc2text_job(job: Job): tmp_file_path = job.input_file if not os.path.exists(tmp_file_path): job.finished_on = datetime.datetime.utcnow() - job.job_output = "ERROR - Temporary file went missing, couldn't properly finish job" + job.job_output = "ERROR - Temporary file went missing, couldn't properly finish job. Please try executing the job again." job.save() return @@ -190,34 +315,85 @@ def execute_doc2text_job(job: Job): job.started_on = None job.save() finally: - doc2text_sem.release() + sem.release() -def execute_classla_job(job: Job): +####### JOB EXECUTION LOGIC +def execute_classla_job(job: Job, sem: threading.Semaphore): try: - classla_sem.acquire() + sem.acquire() job.started_on = datetime.datetime.utcnow() job.save() - conllu, _ = cl_utils.raw_text_to_conllu(job.job_input) + conllu, status = cl_utils.raw_text_to_conllu(job.job_input) + if status != 200: + conllu = f'ERROR - {conllu}' job.job_output = conllu job.finished_on = datetime.datetime.utcnow() job.save() + except: + job.job_output = "ERROR - Something unexpected went wrong. Logs have been saved. Please contact the api admin if the problem persists." + job.finished_on = datetime.datetime.utcnow() + job.save() + print(f"Unexpected error at job {job.id}") finally: - classla_sem.release() + sem.release() -def execute_ateapi_job(job: Job): +####### JOB EXECUTION LOGIC +def execute_ateapi_job(job: Job, sem: threading.Semaphore): try: - ateapi_sem.acquire() + sem.acquire() job.started_on = datetime.datetime.utcnow() job.save() info = json.loads(job.job_input) - ret_json, _ = do_izlusci(info['conllus'], info['prepovedane_besede']) - job.job_output = ret_json + _res = do_izlusci(info['conllus'], info['prepovedane_besede'],info['definicije']) + if type(_res) is tuple: + ret_json = _res[0] + else: + try: + if type(_res.response) is dict: + ret_json = str(_res.response) + else: + try: + ret_json = _res.response[0].decode('utf-8') + except: + ret_json = "ERROR - Unknown exception." + + if _res.status_code != 200: + ret_json = f'ERROR - {ret_json}' + except: + ret_json = "ERROR - Unknown exception." + job.job_output = json.dumps(ret_json, ensure_ascii=False) job.finished_on = datetime.datetime.utcnow() job.save() + except: + job.job_output = "ERROR - Something unexpected went wrong. Logs have been saved. Please contact the api admin if the problem persists." + job.finished_on = datetime.datetime.utcnow() + job.save() + print(f"Unexpected error at job {job.id}") finally: - ateapi_sem.release() + sem.release() + + +####### JOB EXECUTION LOGIC +def execute_izluscipoiskanju_job(job: Job, sem: threading.Semaphore): + try: + sem.acquire() + job.started_on = datetime.datetime.utcnow() + job.save() + info = json.loads(job.job_input) + terKand = db_utils.vrni_oss_terminoloske_kandidate(info['leta'], info['vrste'], info['kljucne_besede'], + info['prepovedane_besede'], info['udk'],info['definicije']) + job.job_output = json.dumps(terKand, ensure_ascii=False) + job.finished_on = datetime.datetime.utcnow() + job.save() + except: + job.job_output = "ERROR - Something unexpected went wrong. Logs have been saved. Please contact the api admin if the problem persists." + job.finished_on = datetime.datetime.utcnow() + job.save() + print(f"Unexpected error at job {job.id}") + finally: + sem.release() clear_up_unfinished_jobs() diff --git a/swagger_server/controllers/oss_controller.py b/swagger_server/controllers/oss_controller.py index 59ca26f..6b269df 100644 --- a/swagger_server/controllers/oss_controller.py +++ b/swagger_server/controllers/oss_controller.py @@ -1,55 +1,88 @@ +import json + +import connexion + +from swagger_server.requets_db.models.vrsta import JobManager from swagger_server.utils import db_utils from swagger_server import util from flask import send_file -def get_conllus(leta, vrste, kljucnebesede, cerifpodrocja): # noqa: E501 - """Vrne seznam CoNNL-U-jev glede na iskalne pogoje +def get_conllus(leta=None, vrste=None, kljucne_besede=None, udk=None): # noqa: E501 + """"Vrne seznam CoNNL-U-jev glede na iskalne pogoje # noqa: E501 - :param leta: + :param leta: :type leta: List[int] - :param vrste: - :type vrste: List[str] - :param kljucnebesede: - :type kljucnebesede: List[str] - :param cerifpodrocja: - :type cerifpodrocja: List[int] + :param vrste: + :type vrste: List[int] + :param kljucne_besede: + :type kljucne_besede: List[str] + :param udk: + :type udk: List[str] :rtype: List[str] """ - if not kljucnebesede: + if not kljucne_besede: return "Manjkajo kljucne besede", 400 - #zaenkrat ne potrebujemo te storitve - files = db_utils.get_files_by_udc(kljucnebesede) + files = db_utils.get_files_by_udc(kljucne_besede) if not files: return 'Nobena datoteka ne ustreza iskalnemu pogoju', 404 return ' '.join(files), 200 -def get_extracted_words(leta=None, vrste=None, kljucnebesede=None, udk=None): # noqa: E501 - """Vrne terminloške kandidate glede na +def get_extracted_words(leta=None, vrste=None, kljucne_besede=None, prepovedane_besede=None, udk=None,definicije=False): # noqa: E501 + """Vrne terminloške kandidate glede na ... (sync) # noqa: E501 - :param leta: + :param leta: :type leta: List[int] - :param vrste: - :type vrste: List[str] - :param kljucnebesede: - :type kljucnebesede: List[str] - :param cerifpodrocja: - :type cerifpodrocja: List[int] + :param vrste: + :type vrste: List[int] + :param kljucne_besede: + :type kljucne_besede: List[str] + :param prepovedane_besede: + :type prepovedane_besede: List[str] + :param udk: + :type udk: List[str] :rtype: List[TerminoloskiKandidat] """ - files = db_utils.vrni_oss_terminoloske_kandidate(leta, vrste, kljucnebesede, udk) - return files, 200 + terKand = db_utils.vrni_oss_terminoloske_kandidate(leta, vrste, kljucne_besede, prepovedane_besede, udk,definicije) + return terKand, 200 +def get_extracted_words_async(leta=None, vrste=None, kljucne_besede=None, prepovedane_besede=None, + udk=None,definicije=False): # noqa: E501 + """Vrne terminloške kandidate glede na ... (async) -def get_files(leta, vrste, kljucnebesede, cerifpodrocja): # noqa: E501 + # noqa: E501 + + :param leta: + :type leta: List[int] + :param vrste: + :type vrste: List[int] + :param kljucne_besede: + :type kljucne_besede: List[str] + :param prepovedane_besede: + :type prepovedane_besede: List[str] + :param udk: + :type udk: List[str] + + :rtype: str + """ + job, is_old_job = JobManager.create_job(5, json.dumps( + {'leta': leta, 'vrste': vrste, 'kljucne_besede': kljucne_besede, 'prepovedane_besede': prepovedane_besede, + 'udk': udk,'definicije':definicije})) + if job is None: + return "Something went wrong", 500 + ret = {'check_job_url': f'{connexion.request.url_root}/job/{job.id}'} + return ret, 200 + + +def get_files(leta=None, vrste=None, kljucne_besede=None, udk=None): # noqa: E501 """Vrne seznam binarnih zapisov v originalnem formatu glede na iskalne pogoje # noqa: E501 @@ -57,66 +90,64 @@ def get_files(leta, vrste, kljucnebesede, cerifpodrocja): # noqa: E501 :param leta: :type leta: List[int] :param vrste: - :type vrste: List[str] - :param kljucnebesede: - :type kljucnebesede: List[str] - :param cerifpodrocja: - :type cerifpodrocja: List[int] + :type vrste: List[int] + :param kljucne_besede: + :type kljucne_besede: List[str] + :param udk: + :type udk: List[str] - :rtype: List[List[bytearray]] + :rtype: str """ - if not kljucnebesede: + if not kljucne_besede: return "Manjkajo kljucne besede", 400 - #zaenkrat ne potrebujemo te storitve - files = db_utils.get_files_by_udc(kljucnebesede) + files = db_utils.get_files_by_udc(kljucne_besede) if not files: return 'Nobena datoteka ne ustreza iskalnemu pogoju', 404 return ' '.join(files), 200 -def get_number_texts(leta=None, vrste=None, kljucnebesede=None, udk=None): # noqa: E501 - """Vrne število besedil glede na iskalne pogoje +def get_number_texts(leta=None, vrste=None, kljucne_besede=None, udk=None): # noqa: E501 + """Vrne število besedil glede na iskalne pogoje # noqa: E501 :param leta: :type leta: List[int] :param vrste: - :type vrste: List[str] - :param kljucnebesede: - :type kljucnebesede: List[str] - :param cerifpodrocja: - :type udc: List[int] + :type vrste: List[int] + :param kljucne_besede: + :type kljucne_besede: List[str] + :param udk: + :type udk: List[str] :rtype: int """ - #if not kljucnebesede: + # if not kljucnebesede: # return "Manjkajo kljucne besede", 400 - files = db_utils.vrni_oss_dokumente(leta, vrste, kljucnebesede, udk) + files = db_utils.vrni_oss_dokumente(leta, vrste, kljucne_besede, udk) return len(files), 200 -def get_texts(leta, vrste, kljucnebesede, cerifpodrocja): # noqa: E501 +def get_texts(leta=None, vrste=None, kljucne_besede=None, udk=None): # noqa: E501 """Vrne seznam besedil glede na iskalne pogoje # noqa: E501 - :param leta: + :param leta: :type leta: List[int] - :param vrste: - :type vrste: List[str] - :param kljucnebesede: - :type kljucnebesede: List[str] - :param cerifpodrocja: - :type cerifpodrocja: List[int] + :param vrste: + :type vrste: List[int] + :param kljucne_besede: + :type kljucne_besede: List[str] + :param udk: + :type udk: List[str] :rtype: List[str] """ - if not kljucnebesede: + if not kljucne_besede: return "Manjkajo kljucne besede", 400 - #zaenkrat ne potrebujemo te storitve - files = db_utils.get_files_by_udc(kljucnebesede) + files = db_utils.get_files_by_udc(kljucne_besede) if not files: return 'Nobena datoteka ne ustreza iskalnemu pogoju', 404 return ' '.join(files), 200 @@ -166,7 +197,7 @@ def oss_besedilo_po_id_get(file_id): # noqa: E501 """ try: f = util.get_original_file_path_by_id(file_id) - print(f) # for debugging purposes on the server, delete this later + print(f) # for debugging purposes on the server, delete this later return send_file(util.get_original_file_path_by_id(file_id), download_name=f'{file_id}.xml') except FileNotFoundError as e: return "The file with this ID doesn't exist.", 404 diff --git a/swagger_server/models/izlusci_async_body.py b/swagger_server/models/izlusci_async_body.py index fd41ef7..55f17d4 100644 --- a/swagger_server/models/izlusci_async_body.py +++ b/swagger_server/models/izlusci_async_body.py @@ -14,7 +14,7 @@ class IzlusciAsyncBody(Model): Do not edit the class manually. """ - def __init__(self, conllus: List[str]=None, prepovedane_besede: List[str]=None): # noqa: E501 + def __init__(self, conllus: List[str]=None, prepovedane_besede: List[str]=None, definicje: bool=False): # noqa: E501 """IzlusciAsyncBody - a model defined in Swagger :param conllus: The conllus of this IzlusciAsyncBody. # noqa: E501 @@ -24,15 +24,18 @@ class IzlusciAsyncBody(Model): """ self.swagger_types = { 'conllus': List[str], - 'prepovedane_besede': List[str] + 'prepovedane_besede': List[str], + 'definicije':bool } self.attribute_map = { 'conllus': 'conllus', - 'prepovedane_besede': 'prepovedaneBesede' + 'prepovedane_besede': 'prepovedaneBesede', + 'definicije':'definicije' } self._conllus = conllus self._prepovedane_besede = prepovedane_besede + self._definicije=definicje @classmethod def from_dict(cls, dikt) -> 'IzlusciAsyncBody': @@ -45,6 +48,30 @@ class IzlusciAsyncBody(Model): """ return util.deserialize_model(dikt, cls) + + + @property + def definicije(self) -> bool: + """Gets the conllus of this IzlusciSyncBody. + + + :return: The conllus of this IzlusciSyncBody. + :rtype: List[str] + """ + return self._definicije + + @definicije.setter + def definicije(self, definicije: bool): + """Sets the conllus of this IzlusciSyncBody. + + + :param conllus: The conllus of this IzlusciSyncBody. + :type conllus: List[str] + """ + + self._definicije = definicije + + @property def conllus(self) -> List[str]: """Gets the conllus of this IzlusciAsyncBody. diff --git a/swagger_server/models/izlusci_sync_body.py b/swagger_server/models/izlusci_sync_body.py index 4320649..581703b 100644 --- a/swagger_server/models/izlusci_sync_body.py +++ b/swagger_server/models/izlusci_sync_body.py @@ -14,7 +14,7 @@ class IzlusciSyncBody(Model): Do not edit the class manually. """ - def __init__(self, conllus: List[str]=None, prepovedane_besede: List[str]=None): # noqa: E501 + def __init__(self, conllus: List[str]=None, prepovedane_besede: List[str]=None, definicje: bool=False): # noqa: E501 """IzlusciSyncBody - a model defined in Swagger :param conllus: The conllus of this IzlusciSyncBody. # noqa: E501 @@ -24,15 +24,18 @@ class IzlusciSyncBody(Model): """ self.swagger_types = { 'conllus': List[str], - 'prepovedane_besede': List[str] + 'prepovedane_besede': List[str], + 'definicije':bool } self.attribute_map = { 'conllus': 'conllus', - 'prepovedane_besede': 'prepovedaneBesede' + 'prepovedane_besede': 'prepovedaneBesede', + 'definicije':'definicije' } self._conllus = conllus self._prepovedane_besede = prepovedane_besede + self._definicije = definicje @classmethod def from_dict(cls, dikt) -> 'IzlusciSyncBody': @@ -66,6 +69,27 @@ class IzlusciSyncBody(Model): self._conllus = conllus + @property + def definicije(self) -> bool: + """Gets the conllus of this IzlusciSyncBody. + + + :return: The conllus of this IzlusciSyncBody. + :rtype: List[str] + """ + return self._definicije + + @definicije.setter + def definicije(self, definicije: bool): + """Sets the conllus of this IzlusciSyncBody. + + + :param conllus: The conllus of this IzlusciSyncBody. + :type conllus: List[str] + """ + + self._definicije = definicije + @property def prepovedane_besede(self) -> List[str]: """Gets the prepovedane_besede of this IzlusciSyncBody. diff --git a/swagger_server/models/terminoloski_kandidat.py b/swagger_server/models/terminoloski_kandidat.py index ec0e4b2..9e84704 100644 --- a/swagger_server/models/terminoloski_kandidat.py +++ b/swagger_server/models/terminoloski_kandidat.py @@ -14,7 +14,7 @@ class TerminoloskiKandidat(Model): Do not edit the class manually. """ - def __init__(self, kandidat: str=None, kanonicnaoblika: str=None, po_soznake: str=None, nosilnautez: float=None, podporneutezi: List[float]=None, pogostostpojavljanja: List[int]=None): # noqa: E501 + def __init__(self, kandidat: str=None, definicija: str=None, kanonicnaoblika: str=None, po_soznake: str=None, nosilnautez: float=None, podporneutezi: List[float]=None, pogostostpojavljanja: List[int]=None): # noqa: E501 """TerminoloskiKandidat - a model defined in Swagger :param kandidat: The kandidat of this TerminoloskiKandidat. # noqa: E501 @@ -32,6 +32,7 @@ class TerminoloskiKandidat(Model): """ self.swagger_types = { 'kandidat': str, + 'definicja': str, 'kanonicnaoblika': str, 'po_soznake': str, 'nosilnautez': float, @@ -41,6 +42,7 @@ class TerminoloskiKandidat(Model): self.attribute_map = { 'kandidat': 'kandidat', + 'definicija': 'definicija', 'kanonicnaoblika': 'kanonicnaoblika', 'po_soznake': 'POSoznake', 'nosilnautez': 'nosilnautez', @@ -48,6 +50,7 @@ class TerminoloskiKandidat(Model): 'pogostostpojavljanja': 'pogostostpojavljanja' } self._kandidat = kandidat + self._definicija = definicija self._kanonicnaoblika = kanonicnaoblika self._po_soznake = po_soznake self._nosilnautez = nosilnautez @@ -86,6 +89,27 @@ class TerminoloskiKandidat(Model): self._kandidat = kandidat + @property + def definicija(self) -> str: + """Gets the definicija of this TerminoloskiKandidat. + + + :return: The definicija of this TerminoloskiKandidat. + :rtype: str + """ + return self._definicija + + @definicija.setter + def definicija(self, definicija: str): + """Sets the kandidat of this TerminoloskiKandidat. + + + :param kandidat: The kandidat of this TerminoloskiKandidat. + :type kandidat: str + """ + + self._definicija = definicija + @property def kanonicnaoblika(self) -> str: """Gets the kanonicnaoblika of this TerminoloskiKandidat. diff --git a/swagger_server/swagger/swagger.yaml b/swagger_server/swagger/swagger.yaml index 6966b1b..a44e5e5 100644 --- a/swagger_server/swagger/swagger.yaml +++ b/swagger_server/swagger/swagger.yaml @@ -343,7 +343,7 @@ paths: get: tags: - oss - summary: 'Vrne terminloške kandidate glede na ' + summary: 'Vrne terminloške kandidate glede na iskalne pogoje' operationId: get_extracted_words parameters: - name: leta @@ -384,6 +384,12 @@ paths: type: array items: type: string + - name: definicije + in: query + required: false + style: form + schema: + type: boolean responses: "200": description: OK @@ -651,6 +657,8 @@ components: type: string kanonicnaoblika: type: string + definition: + type: string POSoznake: type: string nosilnautez: @@ -753,6 +761,8 @@ components: type: array items: type: string + definicije: + type: boolean izlusciAsync_body: type: object properties: @@ -764,6 +774,8 @@ components: type: array items: type: string + definicije: + type: boolean datotekaVBesediloSync_body: required: - file diff --git a/swagger_server/utils/db_utils.py b/swagger_server/utils/db_utils.py index f7e06f7..2a076bf 100644 --- a/swagger_server/utils/db_utils.py +++ b/swagger_server/utils/db_utils.py @@ -3,12 +3,13 @@ import os import sys import requests import json +import time database_info = { 'database': os.getenv("MDB_DATABASE", "oss"), 'host': os.getenv("MDB_HOST", "localhost"), - 'port': int(os.getenv("PORT", 3306)) , + 'port': int(os.getenv("MDB_PORT", 3306)) , 'user': os.getenv("MDB_USER", "root"), 'password': os.getenv("MDB_PASSWORD", "root"), } @@ -96,13 +97,13 @@ def vrni_oss_dokumente(leta, vrste, kljucnebesede, udk): return ret -def vrni_oss_terminoloske_kandidate(leta, vrste, kljucnebesede, udk): +def vrni_oss_terminoloske_kandidate(leta, vrste, kljucnebesede, prepovedane_besede, udk,definicije=False): ret = [] try: print(database_info) conn = mariadb.connect(**database_info) - cur = conn.cursor() + cur = conn.cursor(dictionary=True) @@ -142,7 +143,7 @@ def vrni_oss_terminoloske_kandidate(leta, vrste, kljucnebesede, udk): print(sql) print(params) - sqltk=f"""Select ngram,upos,avg(tfidf) as tfidf, sum(tf) as tf from ( + sqltk=f"""Select ngram,upos,convert(avg(tfidf),FLOAT) as tfidf, convert(sum(tf),INT) as tf from ( SELECT tf.ngram, tf.upos,(0.5+0.5*(tf.tf/d.maxtf))*log(152000/df.df)*(-1*log(1-((dff.df)/(1+df.df)))) as tfidf, tf.tf as tf FROM ngrams_upos_tf tf, documents d, ( @@ -160,34 +161,55 @@ def vrni_oss_terminoloske_kandidate(leta, vrste, kljucnebesede, udk): order by tfidf desc limit 1000;""" # + #sqltk=f"""select ngram,upos,convert(1.0,float) as tfidf,%s as tf from ngrams_upos_tf limit 10;""" + print (sqltk) - + #še prepovedane besede ven + start_time = time.time() cur.execute(sqltk,params) terms=cur.fetchall() + print("Čas poizbedbe je %.2f sekund" % (time.time() - start_time)) + print (terms); #ret = list(cur) can = {'forms':[ - ngram + ngram["ngram"] for ngram in terms ] } - res = requests.post(ATEapi_endpoint, json=can) - data = res.json().canonical_forms + print (can); + res = requests.post(canonapi_endpoint, json=can) + + data = res.json() + print (data); + print (data.get("canonical_forms")); + print (terms); + print(zip(data.get("canonical_forms"),terms)) + + + ret = {'terminoloski_kandidati': [ { - 'POSoznake': x.upos, - 'kandidat': x.ngram, # more to bit lemma al terms? + 'POSoznake': x.get("upos"), + 'kandidat': x.get("ngram"), # more to bit lemma al terms? + 'definicija': None, 'kanonicnaoblika': d, - 'ranking': x.tfidf, + 'ranking': x.get('tfidf'), 'podporneutezi': [ 0.0, # ???????? 0.0 # ?????? ], - 'pogostostpojavljanja': [tf, 0] # ??????? + 'pogostostpojavljanja': [x.get('tf'), 0] # ??????? } - for d,x in zip(data,cur) + for (d,x) in zip(data.get("canonical_forms"),terms) ]} - + + #if definicije + #idi z variablo sql po id-je dokumentov, preberi conlluje iz diska + #naredi en vlki conllu + #pokliči metodo + + except mariadb.Error as e: print(f"Error connecting to MariaDB Platform: {e}") diff --git a/swagger_server/utils/txt_utils.py b/swagger_server/utils/txt_utils.py index 444199b..5265f95 100644 --- a/swagger_server/utils/txt_utils.py +++ b/swagger_server/utils/txt_utils.py @@ -7,15 +7,51 @@ import xml.etree.ElementTree as ET from PyPDF2 import PdfReader from swagger_server.utils import cl_utils import cv2 +import json import numpy as np import magic import re #to še mora v env tika_server = "http://tika2:9999/tika" +definicije_endpoint = "http://definitions:5000/DefExAPI/definition_sentence_extraction" + # endpoint below to be used only for development purposes (don't need to run docker) # tika_server = "http://rsdo.lhrs.feri.um.si:9998/tika" +#rabim conllu -> file +# lematizirane besede ->lematized terms +#file je touple z vsebino +#torej ('temp_1.conllu', fp, 'application/octet-stream') +def extract_definition_sentences(filePath="", lemmatized_terms=[]): + + try: + fp = open(filePath, 'rb') + can = {'lemmatized_terms':[ + w["kandidat"] + for w in lemmatized_terms["terminoloski_kandidati"] + ] + } + terms=json.dumps(can) + headers = {'accept': 'application/json'} + #,'Content-Type': 'multipart/form-data'} + + res = requests.post(definicije_endpoint,headers=headers, files={'terms': (None, terms),'conllu_file': fp}) + data = res.json() + print(data); + for i in lemmatized_terms["terminoloski_kandidati"]: + i["definicija"]=next((x["definicija"] for x in data["definition_candidates"] if x["term"] == i["kandidat"]), None) + #apend to lematized terms + print(lemmatized_terms) + except Exception as e: print(e) + finally: + fp.close(); + + + + return lemmatized_terms + + def extract_text_prepResp(file, content_type=""): content_type = file.content_type