PyTorch source code of NAACL 2019 paper "An Embarrassingly Simple Approach for Transfer Learning from Pretrained Language Models"

Overview

This repository contains source code for NAACL 2019 paper "An Embarrassingly Simple Approach for Transfer Learning from Pretrained Language Models" (Paper link)

Introduction

This paper presents a simple transfer learning approach that addresses the problem of catastrophic forgetting. We pretrain a language model and then transfer it to a new model, to which we add a recurrent layer and an attention mechanism. Based on multi-task learning, we use a weighted sum of losses (language model loss and classification loss) and fine-tune the pretrained model on our (classification) task.

Architecture

Step 1:

  • Pretraining of a word-level LSTM-based language model

Step 2:

  • Fine-tuning the language model (LM) on a classification task

  • Use of an auxiliary LM loss

  • Employing 2 different optimizers (1 for the pretrained part and 1 for the newly added part)

  • Sequentially unfreezing

Reference

@inproceedings{chronopoulou-etal-2019-embarrassingly,
    title = "An Embarrassingly Simple Approach for Transfer Learning from Pretrained Language Models",
    author = "Chronopoulou, Alexandra  and
      Baziotis, Christos  and
      Potamianos, Alexandros",
    booktitle = "Proceedings of the 2019 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers)",
    month = jun,
    year = "2019",
    address = "Minneapolis, Minnesota",
    publisher = "Association for Computational Linguistics",
    url = "https://www.aclweb.org/anthology/N19-1213",
    pages = "2089--2095",
}

Prerequisites

Dependencies

  • PyTorch version >=0.4.0

  • Python version >= 3.6

Install Requirements

Create Environment (Optional): Ideally, you should create a conda environment for the project.

conda create -n siatl python=3
conda activate siatl

Install PyTorch 0.4.0 with the desired cuda version to use the GPU:

conda install pytorch==0.4.0 torchvision -c pytorch

Then install the rest of the requirements:

pip install -r requirements.txt

Download Data

You can find Sarcasm Corpus V2 (link) under datasets/

Plot visualization

Visdom is used to visualized metrics during training. You should start the server through the command line (using tmux or screen) by typing visdom. You will be then able to see the visualizations by going to http://localhost:8097 in your browser.

Check here for more: https://github.com/facebookresearch/visdom#usage

Training

In order to train the model, either the LM or the SiATL, you need to run the corresponding python script and pass as an argument a yaml model config. The yaml config specifies all the configuration details of the experiment to be conducted. To make any changes to a model, change an existing or create a new yaml config file.

The yaml config files can be found under model_configs/ directory.

Use the pretrained Language Model:

cd checkpoints/
wget https://www.dropbox.com/s/lalizxf3qs4qd3a/lm20m_70K.pt 

(Download it and place it in checkpoints/ directory)

(Optional) Train a Language Model:

Assuming you have placed the training and validation data under datasets/<name_of_your_corpus/train.txt, datasets/<name_of_your_corpus/valid.txt (check the model_configs/lm_20m_word.yaml's data section), you can train a LM.

See for example:

python models/sent_lm.py -i lm_20m_word.yaml

Fine-tune the Language Model on the labeled dataset, using an auxiliary LM loss, 2 optimizers and sequential unfreezing, as described in the paper:

To fine-tune it on the Sarcasm Corpus V2 dataset:

python models/run_clf.py -i SCV2_aux_ft_gu.yaml --aux_loss --transfer

  • -i: Configuration yaml file (under model_configs/)
  • --aux_loss: You can choose if you want to use an auxiliary LM loss
  • --transfer: You can choose if you want to use a pretrained LM to initalize the embedding and hidden layer of your model. If not, they will be randomly initialized
Comments
  • Exception in user code (ConnectionRefusedError: [Errno 111] )

    Exception in user code (ConnectionRefusedError: [Errno 111] )

    Hi, any idea for the error bellow?

    WARNING:root:Setting up a new session... Exception in user code: ------------------------------------------------------------ Traceback (most recent call last): File "/home/ant/env/../lib/python3.6/site-packages/urllib3/connection.py", line 160, in _new_conn (self._dns_host, self.port), self.timeout, **extra_kw) File "/home/ant/env/../lib/python3.6/site-packages/urllib3/util/connection.py", line 80, in create_connection raise err File "/home/ant/env/../lib/python3.6/site-packages/urllib3/util/connection.py", line 70, in create_connection sock.connect(sa) ConnectionRefusedError: [Errno 111] Connection refused

    During handling of the above exception, another exception occurred:

    Traceback (most recent call last): File "/home/ant/env/../lib/python3.6/site-packages/urllib3/connectionpool.py", line 603, in urlopen chunked=chunked) File "/home/ant/env/../lib/python3.6/site-packages/urllib3/connectionpool.py", line 355, in _make_request conn.request(method, url, **httplib_request_kw) File "/usr/lib/python3.6/http/client.py", line 1254, in request self._send_request(method, url, body, headers, encode_chunked) File "/usr/lib/python3.6/http/client.py", line 1300, in _send_request self.endheaders(body, encode_chunked=encode_chunked) File "/usr/lib/python3.6/http/client.py", line 1249, in endheaders self._send_output(message_body, encode_chunked=encode_chunked) File "/usr/lib/python3.6/http/client.py", line 1036, in _send_output self.send(msg) File "/usr/lib/python3.6/http/client.py", line 974, in send self.connect() File "/home/ant/env/../lib/python3.6/site-packages/urllib3/connection.py", line 183, in connect conn = self._new_conn() File "/home/ant/env/../lib/python3.6/site-packages/urllib3/connection.py", line 169, in _new_conn self, "Failed to establish a new connection: %s" % e) urllib3.exceptions.NewConnectionError: <urllib3.connection.HTTPConnection object at 0x7f6ed6b2a5f8>: Failed to establish a new connection: [Errno 111] Connection refused

    During handling of the above exception, another exception occurred:

    Traceback (most recent call last): File "/home/ant/env/../lib/python3.6/site-packages/requests/adapters.py", line 449, in send timeout=timeout File "/home/ant/env/../lib/python3.6/site-packages/urllib3/connectionpool.py", line 641, in urlopen _stacktrace=sys.exc_info()[2]) File "/home/ant/env/../lib/python3.6/site-packages/urllib3/util/retry.py", line 399, in increment raise MaxRetryError(_pool, url, error or ResponseError(cause)) urllib3.exceptions.MaxRetryError: HTTPConnectionPool(host='localhost', port=8097): Max retries exceeded with url: /env/scv2_aux_ft_gu (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f6ed6b2a5f8>: Failed to establish a new connection: [Errno 111] Connection refused',))

    During handling of the above exception, another exception occurred:

    Traceback (most recent call last): File "/home/ant/env/.../lib/python3.6/site-packages/visdom/init.py", line 548, in _send data=json.dumps(msg), File "/home/ant/env/.../lib/python3.6/site-packages/requests/sessions.py", line 581, in post return self.request('POST', url, data=data, json=json, **kwargs) File "/home/ant/env/.../lib/python3.6/site-packages/requests/sessions.py", line 533, in request resp = self.send(prep, **send_kwargs) File "/home/ant/env/..../lib/python3.6/site-packages/requests/sessions.py", line 646, in send r = adapter.send(request, **kwargs) File "/home/ant/env/.../lib/python3.6/site-packages/requests/adapters.py", line 516, in send raise ConnectionError(e, request=request) requests.exceptions.ConnectionError: HTTPConnectionPool(host='localhost', port=8097): Max retries exceeded with url: /env/scv2_aux_ft_gu (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f6ed6b2a5f8>: Failed to establish a new connection: [Errno 111] Connection refused',)) WARNING:visdom:Without the incoming socket you cannot receive events from the server or register event handlers to your Visdom client. Exception in user code: ------------------------------------------------------------ Traceback (most recent call last): File "/home/ant/env/.../lib/python3.6/site-packages/urllib3/connection.py", line 160, in _new_conn (self._dns_host, self.port), self.timeout, **extra_kw) File "/home/ant/env/.../lib/python3.6/site-packages/urllib3/util/connection.py", line 80, in create_connection raise err File "/home/ant/env/../lib/python3.6/site-packages/urllib3/util/connection.py", line 70, in create_connection sock.connect(sa) ConnectionRefusedError: [Errno 111] Connection refused

    During handling of the above exception, another exception occurred:

    Traceback (most recent call last): File "/home/ant/env/.../lib/python3.6/site-packages/urllib3/connectionpool.py", line 603, in urlopen chunked=chunked) File "/home/ant/env/.../lib/python3.6/site-packages/urllib3/connectionpool.py", line 355, in _make_request conn.request(method, url, **httplib_request_kw) File "/usr/lib/python3.6/http/client.py", line 1254, in request self._send_request(method, url, body, headers, encode_chunked) File "/usr/lib/python3.6/http/client.py", line 1300, in _send_request self.endheaders(body, encode_chunked=encode_chunked) File "/usr/lib/python3.6/http/client.py", line 1249, in endheaders self._send_output(message_body, encode_chunked=encode_chunked) File "/usr/lib/python3.6/http/client.py", line 1036, in _send_output self.send(msg) File "/usr/lib/python3.6/http/client.py", line 974, in send self.connect() File "/home/ant/env/.../lib/python3.6/site-packages/urllib3/connection.py", line 183, in connect conn = self._new_conn() File "/home/ant/env/.../lib/python3.6/site-packages/urllib3/connection.py", line 169, in _new_conn self, "Failed to establish a new connection: %s" % e) urllib3.exceptions.NewConnectionError: <urllib3.connection.HTTPConnection object at 0x7f6ed6034208>: Failed to establish a new connection: [Errno 111] Connection refused

    During handling of the above exception, another exception occurred:

    Traceback (most recent call last): File "/home/ant/env/.../lib/python3.6/site-packages/requests/adapters.py", line 449, in send timeout=timeout File "/home/ant/env/.../lib/python3.6/site-packages/urllib3/connectionpool.py", line 641, in urlopen _stacktrace=sys.exc_info()[2]) File "/home/ant/env/.../lib/python3.6/site-packages/urllib3/util/retry.py", line 399, in increment raise MaxRetryError(_pool, url, error or ResponseError(cause)) urllib3.exceptions.MaxRetryError: HTTPConnectionPool(host='localhost', port=8097): Max retries exceeded with url: /close (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f6ed6034208>: Failed to establish a new connection: [Errno 111] Connection refused',))

    During handling of the above exception, another exception occurred:

    Traceback (most recent call last): File "/home/ant/env/.../lib/python3.6/site-packages/visdom/init.py", line 548, in _send data=json.dumps(msg), File "/home/ant/env/.../lib/python3.6/site-packages/requests/sessions.py", line 581, in post return self.request('POST', url, data=data, json=json, **kwargs) File "/home/ant/env/.../lib/python3.6/site-packages/requests/sessions.py", line 533, in request resp = self.send(prep, **send_kwargs) File "/home/ant/env/.../lib/python3.6/site-packages/requests/sessions.py", line 646, in send r = adapter.send(request, **kwargs) File "/home/ant/env/.../lib/python3.6/site-packages/requests/adapters.py", line 516, in send raise ConnectionError(e, request=request) requests.exceptions.ConnectionError: HTTPConnectionPool(host='localhost', port=8097): Max retries exceeded with url: /close (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f6ed6034208>: Failed to establish a new connection: [Errno 111] Connection refused',)) Exception in user code: ------------------------------------------------------------ Traceback (most recent call last): File "/home/ant/env/.../lib/python3.6/site-packages/urllib3/connection.py", line 160, in _new_conn (self._dns_host, self.port), self.timeout, **extra_kw) File "/home/ant/env/.../lib/python3.6/site-packages/urllib3/util/connection.py", line 80, in create_connection raise err File "/home/ant/env/.../lib/python3.6/site-packages/urllib3/util/connection.py", line 70, in create_connection sock.connect(sa) ConnectionRefusedError: [Errno 111] Connection refused

    During handling of the above exception, another exception occurred:

    Traceback (most recent call last): File "/home/ant/env/.../lib/python3.6/site-packages/urllib3/connectionpool.py", line 603, in urlopen chunked=chunked) File "/home/ant/env/.../lib/python3.6/site-packages/urllib3/connectionpool.py", line 355, in _make_request conn.request(method, url, **httplib_request_kw) File "/usr/lib/python3.6/http/client.py", line 1254, in request self._send_request(method, url, body, headers, encode_chunked) File "/usr/lib/python3.6/http/client.py", line 1300, in _send_request self.endheaders(body, encode_chunked=encode_chunked) File "/usr/lib/python3.6/http/client.py", line 1249, in endheaders self._send_output(message_body, encode_chunked=encode_chunked) File "/usr/lib/python3.6/http/client.py", line 1036, in _send_output self.send(msg) File "/usr/lib/python3.6/http/client.py", line 974, in send self.connect() File "/home/ant/env/.../lib/python3.6/site-packages/urllib3/connection.py", line 183, in connect conn = self._new_conn() File "/home/ant/env/.../lib/python3.6/site-packages/urllib3/connection.py", line 169, in _new_conn self, "Failed to establish a new connection: %s" % e) urllib3.exceptions.NewConnectionError: <urllib3.connection.HTTPConnection object at 0x7f6ed60344e0>: Failed to establish a new connection: [Errno 111] Connection refused

    During handling of the above exception, another exception occurred:

    Traceback (most recent call last): File "/home/ant/env/.../lib/python3.6/site-packages/requests/adapters.py", line 449, in send timeout=timeout File "/home/ant/env/.../lib/python3.6/site-packages/urllib3/connectionpool.py", line 641, in urlopen _stacktrace=sys.exc_info()[2]) File "/home/ant/env/.../lib/python3.6/site-packages/urllib3/util/retry.py", line 399, in increment raise MaxRetryError(_pool, url, error or ResponseError(cause)) urllib3.exceptions.MaxRetryError: HTTPConnectionPool(host='localhost', port=8097): Max retries exceeded with url: /events (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f6ed60344e0>: Failed to establish a new connection: [Errno 111] Connection refused',))

    During handling of the above exception, another exception occurred:

    Traceback (most recent call last): File "/home/ant/env/.../lib/python3.6/site-packages/visdom/init.py", line 548, in _send data=json.dumps(msg), File "/home/ant/env/.../lib/python3.6/site-packages/requests/sessions.py", line 581, in post return self.request('POST', url, data=data, json=json, **kwargs) File "/home/ant/env/.../lib/python3.6/site-packages/requests/sessions.py", line 533, in request resp = self.send(prep, **send_kwargs) File "/home/ant/env/.../lib/python3.6/site-packages/requests/sessions.py", line 646, in send r = adapter.send(request, **kwargs) File "/home/ant/env/.../lib/python3.6/site-packages/requests/adapters.py", line 516, in send raise ConnectionError(e, request=request) requests.exceptions.ConnectionError: HTTPConnectionPool(host='localhost', port=8097): Max retries exceeded with url: /events (Caused by NewConnectionError('<urllib3.connection.HTTPConnection object at 0x7f6ed60344e0>: Failed to establish a new connection: [Errno 111] Connection refused',)) Transferring Encoder weights ...

    Classifier( (lockdrop): LockedDropout() (idrop): Dropout(p=0.1) (hdrop): Dropout(p=0.1) (drop): Dropout(p=0.1) (embed): Embed( (embedding): Embedding(70004, 400) (dropout): Dropout(p=0.3) (noise): GaussianNoise (mean=0.0, stddev=0.1) ) (bottom_rnn): RNNModule( (rnn): LSTM(400, 1000, num_layers=2, batch_first=True, dropout=0.5) ) (top_rnn): RNNModule( (rnn): LSTM(1000, 100, batch_first=True, dropout=0.3) ) (attention): SelfAttention( (attention): Sequential( (0): Linear(in_features=100, out_features=1, bias=True) (1): Tanh() (2): Dropout(p=0.3) ) (softmax): Softmax() ) (vocab): Linear(in_features=1000, out_features=70004, bias=True) (classes): Linear(in_features=100, out_features=2, bias=True) ) THCudaCheck FAIL file=/pytorch/aten/src/THC/generic/THCStorage.cu line=58 error=2 : out of memory Traceback (most recent call last): File "models/run_clf.py", line 37, in opts=opts, transfer=transfer) File "/home/ant/multitask/siatl/models/../models/sent_clf.py", line 155, in sent_clf train_loss = trainer.train_epoch() File "/home/ant/multitask/siatl/models/../models/sent_clf_trainer.py", line 85, in train_epoch loss_sum.backward() File "/home/ant/env/.../lib/python3.6/site-packages/torch/tensor.py", line 93, in backward torch.autograd.backward(self, gradient, retain_graph, create_graph) File "/home/ant/env/.../lib/python3.6/site-packages/torch/autograd/init.py", line 89, in backward allow_unreachable=True) # allow_unreachable flag RuntimeError: cuda runtime error (2) : out of memory at /pytorch/aten/src/THC/generic/THCStorage.cu:58

    opened by antgr 3
  • AssertionError

    AssertionError

    Hi, i try to run the code, but it is not without issues, can you help? Should I download a dataset? Here is the output from a run: python models/sent_lm.py -i lm_20m_word.yaml

    torch: 1.2.0 Cuda: 10.0.130 CuDNN: 7602 input:lm_20m_word.yaml config:lm_20m_word.yaml c:checkpoint device:cpu cores:4 source:['/home/ant/multitask/siatl/models', '/home/ant/multitask/siatl/modules', '/home/ant/multitask/siatl/utils']

    Building training dataset... Traceback (most recent call last): File "models/sent_lm.py", line 44, in seq_len=config["data"]["seq_len"]) File "/home/ant/multitask/siatl/models/../utils/datasets.py", line 250, in init input, self.preprocess, vocab, vocab_size) File "/home/ant/multitask/siatl/models/../utils/datasets.py", line 52, in read_corpus for line in iterate_data(file): File "/home/ant/multitask/siatl/models/../utils/datasets.py", line 34, in iterate_data assert os.path.exists(data) AssertionError

    Output for git status: pycache/ checkpoints/lm20m_70K.pt checkpoints/lm20m_70K.pt.1 datasets/sarcasm_v2.csv logger/pycache/ models/pycache/ modules/pycache/ utils/pycache/

    opened by antgr 2
  • Bump ujson from 1.35 to 5.2.0

    Bump ujson from 1.35 to 5.2.0

    Bumps ujson from 1.35 to 5.2.0.

    Release notes

    Sourced from ujson's releases.

    5.2.0

    Added

    Fixed

    5.1.0

    Changed

    5.0.0

    Added

    Removed

    Fixed

    4.3.0

    Added

    4.2.0

    Added

    Changed

    ... (truncated)

    Commits
    • f6860f1 Remove shebang
    • c0ff7b1 python -m pytest
    • 362fed3 Clearer pytest command
    • 82917c0 actions/checkout@v3
    • 3c095f1 Widen tests to cover more possible buffer overflows
    • f4d2c87 Refactor buffer reservations to ensure sufficient space on all additions
    • 1846e08 Add fuzz test to CI/CD.
    • 5875168 Fix some more seg-faults on encoding.
    • 1a39406 Remove the hidden JSON_NO_EXTRA_WHITESPACE compile knob.
    • 20aa1a6 Add a fuzzing test to search for segfaults in encoding.
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    opened by dependabot[bot] 1
  • Bump nltk from 3.6.5 to 3.6.6

    Bump nltk from 3.6.5 to 3.6.6

    Bumps nltk from 3.6.5 to 3.6.6.

    Changelog

    Sourced from nltk's changelog.

    Version 3.7 2022-02-09

    • Improve and update the NLTK team page on nltk.org (#2855, #2941)
    • Drop support for Python 3.6, support Python 3.10 (#2920)

    Version 3.6.7 2021-12-28

    • Resolve IndexError in sent_tokenize and word_tokenize (#2922)

    Version 3.6.6 2021-12-21

    • Refactor gensim.doctest to work for gensim 4.0.0 and up (#2914)
    • Add Precision, Recall, F-measure, Confusion Matrix to Taggers (#2862)
    • Added warnings if .zip files exist without any corresponding .csv files. (#2908)
    • Fix FileNotFoundError when the download_dir is a non-existing nested folder (#2910)
    • Rename omw to omw-1.4 (#2907)
    • Resolve ReDoS opportunity by fixing incorrectly specified regex (#2906)
    • Support OMW 1.4 (#2899)
    • Deprecate Tree get and set node methods (#2900)
    • Fix broken inaugural test case (#2903)
    • Use Multilingual Wordnet Data from OMW with newer Wordnet versions (#2889)
    • Keep NLTKs "tokenize" module working with pathlib (#2896)
    • Make prettyprinter to be more readable (#2893)
    • Update links to the nltk book (#2895)
    • Add CITATION.cff to nltk (#2880)
    • Resolve serious ReDoS in PunktSentenceTokenizer (#2869)
    • Delete old CI config files (#2881)
    • Improve Tokenize documentation + add TokenizerI as superclass for TweetTokenizer (#2878)
    • Fix expected value for BLEU score doctest after changes from #2572
    • Add multi Bleu functionality and tests (#2793)
    • Deprecate 'return_str' parameter in NLTKWordTokenizer and TreebankWordTokenizer (#2883)
    • Allow empty string in CFG's + more (#2888)
    • Partition tree.py module into tree package + pickle fix (#2863)
    • Fix several TreebankWordTokenizer and NLTKWordTokenizer bugs (#2877)
    • Rewind Wordnet data file after each lookup (#2868)
    • Correct init call for SyntaxCorpusReader subclasses (#2872)
    • Documentation fixes (#2873)
    • Fix levenstein distance for duplicated letters (#2849)
    • Support alternative Wordnet versions (#2860)
    • Remove hundreds of formatting warnings for nltk.org (#2859)
    • Modernize nltk.org/howto pages (#2856)
    • Fix Bleu Score smoothing function from taking log(0) (#2839)
    • Update third party tools to newer versions and removing MaltParser fixed version (#2832)
    • Fix TypeError: _pretty() takes 1 positional argument but 2 were given in sem/drt.py (#2854)
    • Replace http with https in most URLs (#2852)

    Thanks to the following contributors to 3.6.6 Adam Hawley, BatMrE, Danny Sepler, Eric Kafe, Gavish Poddar, Panagiotis Simakis, RnDevelover, Robby Horvath, Tom Aarsen, Yuta Nakamura, Mohaned Mashaly

    ... (truncated)

    Commits
    • 4862b09 updates for 3.6.6
    • 6b60213 Refactor gensim.doctest to work for gensim 4.0.0 and up (#2914)
    • 59aa3fb Fix decode error for bllip parser (#2897)
    • a28d256 Add Precision, Recall, F-measure, Confusion Matrix to Taggers (#2862)
    • 72d9885 Added warnings if .zip files exist without any corresponding .csv files. (#2908)
    • dea7b44 Fix FileNotFoundError when the download_dir is a non-existing nested fold...
    • abbe86b Undo #2909 due to unexpected test failure
    • c075dab Allow commits with /nocache to not use the cache (#2909)
    • d6d513d Renamed omw to omw-1.4 (#2907)
    • 2a50a3e Resolve ReDoS opportunity by fixing incorrectly specified regex (#2906)
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    dependencies 
    opened by dependabot[bot] 1
  • Bump nltk from 3.4.5 to 3.6.5

    Bump nltk from 3.4.5 to 3.6.5

    Bumps nltk from 3.4.5 to 3.6.5.

    Changelog

    Sourced from nltk's changelog.

    Version 3.6.5 2021-10-11

    • modernised nltk.org website
    • addressed LGTM.com issues
    • support ZWJ sequences emoji and skin tone modifer emoji in TweetTokenizer
    • METEOR evaluation now requires pre-tokenized input
    • Code linting and type hinting
    • implement get_refs function for DrtLambdaExpression
    • Enable automated CoreNLP, Senna, Prover9/Mace4, Megam, MaltParser CI tests
    • specify minimum regex version that supports regex.Pattern
    • avoid re.Pattern and regex.Pattern which fail for Python 3.6, 3.7

    Thanks to the following contributors to 3.6.5 Tom Aarsen, Saibo Geng, Mohaned Mashaly, Dimitri Papadopoulos, Danny Sepler, Ahmet Yildirim, RnDevelover, yutanakamura

    Version 3.6.4 2021-10-01

    • deprecate nltk.usage(obj) in favor of help(obj)
    • resolve ReDoS vulnerability in Corpus Reader
    • solidify performance tests
    • improve phone number recognition in tweet tokenizer
    • refactored CISTEM stemmer for German
    • identify NLTK Team as the author
    • replace travis badge with github actions badge
    • add SECURITY.md

    Thanks to the following contributors to 3.6.4 Tom Aarsen, Mohaned Mashaly, Dimitri Papadopoulos Orfanos, purificant, Danny Sepler

    Version 3.6.3 2021-09-19

    • Dropped support for Python 3.5
    • Run CI tests on Windows, too
    • Moved from Travis CI to GitHub Actions
    • Code and comment cleanups
    • Visualize WordNet relation graphs using Graphviz
    • Fixed large error in METEOR score
    • Apply isort, pyupgrade, black, added as pre-commit hooks
    • Prevent debug_decisions in Punkt from throwing IndexError
    • Resolved ZeroDivisionError in RIBES with dissimilar sentences
    • Initialize WordNet IC total counts with smoothing value
    • Fixed AttributeError for Arabic ARLSTem2 stemmer
    • Many fixes and improvements to lm language model package
    • Fix bug in nltk.metrics.aline, C_skip = -10
    • Improvements to TweetTokenizer
    • Optional show arg for FreqDist.plot, ConditionalFreqDist.plot
    • edit_distance now computes Damerau-Levenshtein edit-distance

    Thanks to the following contributors to 3.6.3 Tom Aarsen, Abhijnan Bajpai, Michael Wayne Goodman, Michał Górny, Maarten ter Huurne,

    ... (truncated)

    Commits
    • b422364 updates for 3.6.5
    • 03e4b4e Modernised nltk.org website (#2845)
    • 9f468d3 Merge pull request #2851 from DimitriPapadopoulos/lgtm_errors
    • 8ce97b2 Add a unit test, fix typos
    • 2538164 Enhancement: Add ZWJ sequences Emoji and Skin Tone Modifier Emoji support to ...
    • 836b98e Accept pre-tokenized references & hypothesis for METEOR calculation (#2822)
    • 82ceb20 refactor: perfom linting for punkt.py (#2830)
    • c05b0e7 use latest version of pip (#2846)
    • 6d39c90 Implement get_refs function for DrtLambdaExpression (#2847)
    • f554129 LGTM.com error: Wrong number of arguments in a class instantiation
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    dependencies 
    opened by dependabot[bot] 1
  • Bump urllib3 from 1.25.3 to 1.25.8

    Bump urllib3 from 1.25.3 to 1.25.8

    Bumps urllib3 from 1.25.3 to 1.25.8.

    Release notes

    Sourced from urllib3's releases.

    1.25.8

    Release: 1.25.8

    1.25.7

    No release notes provided.

    1.25.6

    Release: 1.25.6

    1.25.5

    Release: 1.25.5

    1.25.4

    Release: 1.25.4

    Changelog

    Sourced from urllib3's changelog.

    1.25.8 (2020-01-20)

    • Drop support for EOL Python 3.4 (Pull #1774)

    • Optimize _encode_invalid_chars (Pull #1787)

    1.25.7 (2019-11-11)

    • Preserve chunked parameter on retries (Pull #1715, Pull #1734)

    • Allow unset SERVER_SOFTWARE in App Engine (Pull #1704, Issue #1470)

    • Fix issue where URL fragment was sent within the request target. (Pull #1732)

    • Fix issue where an empty query section in a URL would fail to parse. (Pull #1732)

    • Remove TLS 1.3 support in SecureTransport due to Apple removing support (Pull #1703)

    1.25.6 (2019-09-24)

    • Fix issue where tilde (~) characters were incorrectly percent-encoded in the path. (Pull #1692)

    1.25.5 (2019-09-19)

    • Add mitigation for BPO-37428 affecting Python <3.7.4 and OpenSSL 1.1.1+ which caused certificate verification to be enabled when using cert_reqs=CERT_NONE. (Issue #1682)

    1.25.4 (2019-09-19)

    • Propagate Retry-After header settings to subsequent retries. (Pull #1607)

    • Fix edge case where Retry-After header was still respected even when explicitly opted out of. (Pull #1607)

    • Remove dependency on rfc3986 for URL parsing.

    • Fix issue where URLs containing invalid characters within Url.auth would raise an exception instead of percent-encoding those characters.

    ... (truncated)

    Commits
    • 2a57bc5 Release 1.25.8 (#1788)
    • a2697e7 Optimize _encode_invalid_chars (#1787)
    • d2a5a59 Move IPv6 test skips in server fixtures
    • d44f0e5 Factorize test certificates serialization
    • 84abc7f Generate IPV6 certificates using trustme
    • 6a15b18 Run IPv6 Tornado server from fixture
    • 4903840 Use trustme to generate IP_SAN cert
    • 9971e27 Empty responses should have no lines.
    • 62ef68e Use trustme to generate NO_SAN certs
    • fd2666e Use fixture to configure NO_SAN test certs
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    dependencies 
    opened by dependabot[bot] 1
  • Prepare new data for fine tuning?

    Prepare new data for fine tuning?

    I have some data in the jsonl format (blog on jsonl vs json).

    We are trying to finetune our language model (trained using your model and config). How does the training info look like? Any inputs would be greatly appreciated.

    Thanks in advance :)

    opened by NirantK 1
  • Bump numpy from 1.16.3 to 1.21.0

    Bump numpy from 1.16.3 to 1.21.0

    Bumps numpy from 1.16.3 to 1.21.0.

    Release notes

    Sourced from numpy's releases.

    v1.21.0

    NumPy 1.21.0 Release Notes

    The NumPy 1.21.0 release highlights are

    • continued SIMD work covering more functions and platforms,
    • initial work on the new dtype infrastructure and casting,
    • universal2 wheels for Python 3.8 and Python 3.9 on Mac,
    • improved documentation,
    • improved annotations,
    • new PCG64DXSM bitgenerator for random numbers.

    In addition there are the usual large number of bug fixes and other improvements.

    The Python versions supported for this release are 3.7-3.9. Official support for Python 3.10 will be added when it is released.

    :warning: Warning: there are unresolved problems compiling NumPy 1.21.0 with gcc-11.1 .

    • Optimization level -O3 results in many wrong warnings when running the tests.
    • On some hardware NumPy will hang in an infinite loop.

    New functions

    Add PCG64DXSM BitGenerator

    Uses of the PCG64 BitGenerator in a massively-parallel context have been shown to have statistical weaknesses that were not apparent at the first release in numpy 1.17. Most users will never observe this weakness and are safe to continue to use PCG64. We have introduced a new PCG64DXSM BitGenerator that will eventually become the new default BitGenerator implementation used by default_rng in future releases. PCG64DXSM solves the statistical weakness while preserving the performance and the features of PCG64.

    See upgrading-pcg64 for more details.

    (gh-18906)

    Expired deprecations

    • The shape argument numpy.unravel_index cannot be passed as dims keyword argument anymore. (Was deprecated in NumPy 1.16.)

    ... (truncated)

    Commits
    • b235f9e Merge pull request #19283 from charris/prepare-1.21.0-release
    • 34aebc2 MAINT: Update 1.21.0-notes.rst
    • 493b64b MAINT: Update 1.21.0-changelog.rst
    • 07d7e72 MAINT: Remove accidentally created directory.
    • 032fca5 Merge pull request #19280 from charris/backport-19277
    • 7d25b81 BUG: Fix refcount leak in ResultType
    • fa5754e BUG: Add missing DECREF in new path
    • 61127bb Merge pull request #19268 from charris/backport-19264
    • 143d45f Merge pull request #19269 from charris/backport-19228
    • d80e473 BUG: Removed typing for == and != in dtypes
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    dependencies 
    opened by dependabot[bot] 0
  • Bump pip from 19.2 to 21.1

    Bump pip from 19.2 to 21.1

    Bumps pip from 19.2 to 21.1.

    Changelog

    Sourced from pip's changelog.

    21.1 (2021-04-24)

    Process

    • Start installation scheme migration from distutils to sysconfig. A warning is implemented to detect differences between the two implementations to encourage user reports, so we can avoid breakages before they happen.

    Features

    • Add the ability for the new resolver to process URL constraints. ([#8253](https://github.com/pypa/pip/issues/8253) <https://github.com/pypa/pip/issues/8253>_)
    • Add a feature --use-feature=in-tree-build to build local projects in-place when installing. This is expected to become the default behavior in pip 21.3; see Installing from local packages <https://pip.pypa.io/en/stable/user_guide/#installing-from-local-packages>_ for more information. ([#9091](https://github.com/pypa/pip/issues/9091) <https://github.com/pypa/pip/issues/9091>_)
    • Bring back the "(from versions: ...)" message, that was shown on resolution failures. ([#9139](https://github.com/pypa/pip/issues/9139) <https://github.com/pypa/pip/issues/9139>_)
    • Add support for editable installs for project with only setup.cfg files. ([#9547](https://github.com/pypa/pip/issues/9547) <https://github.com/pypa/pip/issues/9547>_)
    • Improve performance when picking the best file from indexes during pip install. ([#9748](https://github.com/pypa/pip/issues/9748) <https://github.com/pypa/pip/issues/9748>_)
    • Warn instead of erroring out when doing a PEP 517 build in presence of --build-option. Warn when doing a PEP 517 build in presence of --global-option. ([#9774](https://github.com/pypa/pip/issues/9774) <https://github.com/pypa/pip/issues/9774>_)

    Bug Fixes

    • Fixed --target to work with --editable installs. ([#4390](https://github.com/pypa/pip/issues/4390) <https://github.com/pypa/pip/issues/4390>_)
    • Add a warning, discouraging the usage of pip as root, outside a virtual environment. ([#6409](https://github.com/pypa/pip/issues/6409) <https://github.com/pypa/pip/issues/6409>_)
    • Ignore .dist-info directories if the stem is not a valid Python distribution name, so they don't show up in e.g. pip freeze. ([#7269](https://github.com/pypa/pip/issues/7269) <https://github.com/pypa/pip/issues/7269>_)
    • Only query the keyring for URLs that actually trigger error 401. This prevents an unnecessary keyring unlock prompt on every pip install invocation (even with default index URL which is not password protected). ([#8090](https://github.com/pypa/pip/issues/8090) <https://github.com/pypa/pip/issues/8090>_)
    • Prevent packages already-installed alongside with pip to be injected into an isolated build environment during build-time dependency population. ([#8214](https://github.com/pypa/pip/issues/8214) <https://github.com/pypa/pip/issues/8214>_)
    • Fix pip freeze permission denied error in order to display an understandable error message and offer solutions. ([#8418](https://github.com/pypa/pip/issues/8418) <https://github.com/pypa/pip/issues/8418>_)
    • Correctly uninstall script files (from setuptools' scripts argument), when installed with --user. ([#8733](https://github.com/pypa/pip/issues/8733) <https://github.com/pypa/pip/issues/8733>_)
    • New resolver: When a requirement is requested both via a direct URL (req @ URL) and via version specifier with extras (req[extra]), the resolver will now be able to use the URL to correctly resolve the requirement with extras. ([#8785](https://github.com/pypa/pip/issues/8785) <https://github.com/pypa/pip/issues/8785>_)
    • New resolver: Show relevant entries from user-supplied constraint files in the error message to improve debuggability. ([#9300](https://github.com/pypa/pip/issues/9300) <https://github.com/pypa/pip/issues/9300>_)
    • Avoid parsing version to make the version check more robust against lousily debundled downstream distributions. ([#9348](https://github.com/pypa/pip/issues/9348) <https://github.com/pypa/pip/issues/9348>_)
    • --user is no longer suggested incorrectly when pip fails with a permission error in a virtual environment. ([#9409](https://github.com/pypa/pip/issues/9409) <https://github.com/pypa/pip/issues/9409>_)
    • Fix incorrect reporting on Requires-Python conflicts. ([#9541](https://github.com/pypa/pip/issues/9541) <https://github.com/pypa/pip/issues/9541>_)

    ... (truncated)

    Commits
    • 2b2a268 Bump for release
    • ea761a6 Update AUTHORS.txt
    • 2edd3fd Postpone a deprecation to 21.2
    • 3cccfbf Rename mislabeled news fragment
    • 21cd124 Fix NEWS.rst placeholder position
    • e46bdda Merge pull request #9827 from pradyunsg/fix-git-improper-tag-handling
    • 0e4938d :newspaper:
    • ca832b2 Don't split git references on unicode separators
    • 1320bac Merge pull request #9814 from pradyunsg/revamp-ci-apr-2021-v2
    • e9cc23f Skip checks on PRs only
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    dependencies 
    opened by dependabot[bot] 0
  • Bump pip from 19.1.1 to 19.2

    Bump pip from 19.1.1 to 19.2

    Bumps pip from 19.1.1 to 19.2.

    Changelog

    Sourced from pip's changelog.

    19.2 (2019-07-22)

    Deprecations and Removals

    • Drop support for EOL Python 3.4. ([#6685](https://github.com/pypa/pip/issues/6685) <https://github.com/pypa/pip/issues/6685>_)
    • Improve deprecation messages to include the version in which the functionality will be removed. ([#6549](https://github.com/pypa/pip/issues/6549) <https://github.com/pypa/pip/issues/6549>_)

    Features

    • Credentials will now be loaded using keyring when installed. ([#5948](https://github.com/pypa/pip/issues/5948) <https://github.com/pypa/pip/issues/5948>_)
    • Fully support using --trusted-host inside requirements files. ([#3799](https://github.com/pypa/pip/issues/3799) <https://github.com/pypa/pip/issues/3799>_)
    • Update timestamps in pip's --log file to include milliseconds. ([#6587](https://github.com/pypa/pip/issues/6587) <https://github.com/pypa/pip/issues/6587>_)
    • Respect whether a file has been marked as "yanked" from a simple repository (see PEP 592 <https://www.python.org/dev/peps/pep-0592/>__ for details). ([#6633](https://github.com/pypa/pip/issues/6633) <https://github.com/pypa/pip/issues/6633>_)
    • When choosing candidates to install, prefer candidates with a hash matching one of the user-provided hashes. ([#5874](https://github.com/pypa/pip/issues/5874) <https://github.com/pypa/pip/issues/5874>_)
    • Improve the error message when METADATA or PKG-INFO is None when accessing metadata. ([#5082](https://github.com/pypa/pip/issues/5082) <https://github.com/pypa/pip/issues/5082>_)
    • Add a new command pip debug that can display e.g. the list of compatible tags for the current Python. ([#6638](https://github.com/pypa/pip/issues/6638) <https://github.com/pypa/pip/issues/6638>_)
    • Display hint on installing with --pre when search results include pre-release versions. ([#5169](https://github.com/pypa/pip/issues/5169) <https://github.com/pypa/pip/issues/5169>_)
    • Report to Warehouse that pip is running under CI if the PIP_IS_CI environment variable is set. ([#5499](https://github.com/pypa/pip/issues/5499) <https://github.com/pypa/pip/issues/5499>_)
    • Allow --python-version to be passed as a dotted version string (e.g. 3.7 or 3.7.3). ([#6585](https://github.com/pypa/pip/issues/6585) <https://github.com/pypa/pip/issues/6585>_)
    • Log the final filename and SHA256 of a .whl file when done building a wheel. ([#5908](https://github.com/pypa/pip/issues/5908) <https://github.com/pypa/pip/issues/5908>_)
    • Include the wheel's tags in the log message explanation when a candidate wheel link is found incompatible. ([#6121](https://github.com/pypa/pip/issues/6121) <https://github.com/pypa/pip/issues/6121>_)
    • Add a --path argument to pip freeze to support --target installations. ([#6404](https://github.com/pypa/pip/issues/6404) <https://github.com/pypa/pip/issues/6404>_)
    • Add a --path argument to pip list to support --target installations. ([#6551](https://github.com/pypa/pip/issues/6551) <https://github.com/pypa/pip/issues/6551>_)

    Bug Fixes

    • Set sys.argv[0] to the underlying setup.py when invoking setup.py via the setuptools shim so setuptools doesn't think the path is -c. ([#1890](https://github.com/pypa/pip/issues/1890) <https://github.com/pypa/pip/issues/1890>_)
    • Update pip download to respect the given --python-version when checking "Requires-Python". ([#5369](https://github.com/pypa/pip/issues/5369) <https://github.com/pypa/pip/issues/5369>_)
    • Respect --global-option and --install-option when installing from a version control url (e.g. git). ([#5518](https://github.com/pypa/pip/issues/5518) <https://github.com/pypa/pip/issues/5518>_)
    • Make the "ascii" progress bar really be "ascii" and not Unicode. ([#5671](https://github.com/pypa/pip/issues/5671) <https://github.com/pypa/pip/issues/5671>_)
    • Fail elegantly when trying to set an incorrectly formatted key in config. ([#5963](https://github.com/pypa/pip/issues/5963) <https://github.com/pypa/pip/issues/5963>_)
    • Prevent DistutilsOptionError when prefix is indicated in the global environment and --target is used. ([#6008](https://github.com/pypa/pip/issues/6008) <https://github.com/pypa/pip/issues/6008>_)
    • Fix pip install to respect --ignore-requires-python when evaluating links. ([#6371](https://github.com/pypa/pip/issues/6371) <https://github.com/pypa/pip/issues/6371>_)

    ... (truncated)

    Commits
    • 0e64295 Generate NEWS
    • 0df416d Bump version for release
    • 5f0aa2a Generate AUTHORS.txt
    • 8582f7e Reduce dependency on ctypes when discovering glibc version. (#6678)
    • e308497 Merge pull request #6743 from chrahunt/maint/remove-path-copytree
    • 9281a7a Remove copytree from tests.lib.path.Path.
    • 0d28601 Remove copy from tests.lib.path.Path. (#6746)
    • c275e9d Drop a useless import in favor of explicitness
    • 3732e79 Remove normpath from tests.lib.path.Path.
    • 358e690 Remove move from tests.lib.path.Path.
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    dependencies 
    opened by dependabot[bot] 0
  • Bump urllib3 from 1.25.3 to 1.26.5

    Bump urllib3 from 1.25.3 to 1.26.5

    Bumps urllib3 from 1.25.3 to 1.26.5.

    Release notes

    Sourced from urllib3's releases.

    1.26.5

    :warning: IMPORTANT: urllib3 v2.0 will drop support for Python 2: Read more in the v2.0 Roadmap

    • Fixed deprecation warnings emitted in Python 3.10.
    • Updated vendored six library to 1.16.0.
    • Improved performance of URL parser when splitting the authority component.

    If you or your organization rely on urllib3 consider supporting us via GitHub Sponsors

    1.26.4

    :warning: IMPORTANT: urllib3 v2.0 will drop support for Python 2: Read more in the v2.0 Roadmap

    • Changed behavior of the default SSLContext when connecting to HTTPS proxy during HTTPS requests. The default SSLContext now sets check_hostname=True.

    If you or your organization rely on urllib3 consider supporting us via GitHub Sponsors

    1.26.3

    :warning: IMPORTANT: urllib3 v2.0 will drop support for Python 2: Read more in the v2.0 Roadmap

    • Fixed bytes and string comparison issue with headers (Pull #2141)

    • Changed ProxySchemeUnknown error message to be more actionable if the user supplies a proxy URL without a scheme (Pull #2107)

    If you or your organization rely on urllib3 consider supporting us via GitHub Sponsors

    1.26.2

    :warning: IMPORTANT: urllib3 v2.0 will drop support for Python 2: Read more in the v2.0 Roadmap

    • Fixed an issue where wrap_socket and CERT_REQUIRED wouldn't be imported properly on Python 2.7.8 and earlier (Pull #2052)

    1.26.1

    :warning: IMPORTANT: urllib3 v2.0 will drop support for Python 2: Read more in the v2.0 Roadmap

    • Fixed an issue where two User-Agent headers would be sent if a User-Agent header key is passed as bytes (Pull #2047)

    1.26.0

    :warning: IMPORTANT: urllib3 v2.0 will drop support for Python 2: Read more in the v2.0 Roadmap

    • Added support for HTTPS proxies contacting HTTPS servers (Pull #1923, Pull #1806)

    • Deprecated negotiating TLSv1 and TLSv1.1 by default. Users that still wish to use TLS earlier than 1.2 without a deprecation warning should opt-in explicitly by setting ssl_version=ssl.PROTOCOL_TLSv1_1 (Pull #2002) Starting in urllib3 v2.0: Connections that receive a DeprecationWarning will fail

    • Deprecated Retry options Retry.DEFAULT_METHOD_WHITELIST, Retry.DEFAULT_REDIRECT_HEADERS_BLACKLIST and Retry(method_whitelist=...) in favor of Retry.DEFAULT_ALLOWED_METHODS, Retry.DEFAULT_REMOVE_HEADERS_ON_REDIRECT, and Retry(allowed_methods=...) (Pull #2000) Starting in urllib3 v2.0: Deprecated options will be removed

    ... (truncated)

    Changelog

    Sourced from urllib3's changelog.

    1.26.5 (2021-05-26)

    • Fixed deprecation warnings emitted in Python 3.10.
    • Updated vendored six library to 1.16.0.
    • Improved performance of URL parser when splitting the authority component.

    1.26.4 (2021-03-15)

    • Changed behavior of the default SSLContext when connecting to HTTPS proxy during HTTPS requests. The default SSLContext now sets check_hostname=True.

    1.26.3 (2021-01-26)

    • Fixed bytes and string comparison issue with headers (Pull #2141)

    • Changed ProxySchemeUnknown error message to be more actionable if the user supplies a proxy URL without a scheme. (Pull #2107)

    1.26.2 (2020-11-12)

    • Fixed an issue where wrap_socket and CERT_REQUIRED wouldn't be imported properly on Python 2.7.8 and earlier (Pull #2052)

    1.26.1 (2020-11-11)

    • Fixed an issue where two User-Agent headers would be sent if a User-Agent header key is passed as bytes (Pull #2047)

    1.26.0 (2020-11-10)

    • NOTE: urllib3 v2.0 will drop support for Python 2. Read more in the v2.0 Roadmap <https://urllib3.readthedocs.io/en/latest/v2-roadmap.html>_.

    • Added support for HTTPS proxies contacting HTTPS servers (Pull #1923, Pull #1806)

    • Deprecated negotiating TLSv1 and TLSv1.1 by default. Users that still wish to use TLS earlier than 1.2 without a deprecation warning

    ... (truncated)

    Commits
    • d161647 Release 1.26.5
    • 2d4a3fe Improve performance of sub-authority splitting in URL
    • 2698537 Update vendored six to 1.16.0
    • 07bed79 Fix deprecation warnings for Python 3.10 ssl module
    • d725a9b Add Python 3.10 to GitHub Actions
    • 339ad34 Use pytest==6.2.4 on Python 3.10+
    • f271c9c Apply latest Black formatting
    • 1884878 [1.26] Properly proxy EOF on the SSLTransport test suite
    • a891304 Release 1.26.4
    • 8d65ea1 Merge pull request from GHSA-5phf-pp7p-vc2r
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    dependencies 
    opened by dependabot[bot] 0
  • Bump setuptools from 41.0.1 to 65.5.1

    Bump setuptools from 41.0.1 to 65.5.1

    Bumps setuptools from 41.0.1 to 65.5.1.

    Release notes

    Sourced from setuptools's releases.

    v65.5.1

    No release notes provided.

    v65.5.0

    No release notes provided.

    v65.4.1

    No release notes provided.

    v65.4.0

    No release notes provided.

    v65.3.0

    No release notes provided.

    v65.2.0

    No release notes provided.

    v65.1.1

    No release notes provided.

    v65.1.0

    No release notes provided.

    v65.0.2

    No release notes provided.

    v65.0.1

    No release notes provided.

    v65.0.0

    No release notes provided.

    v64.0.3

    No release notes provided.

    v64.0.2

    No release notes provided.

    v64.0.1

    No release notes provided.

    v64.0.0

    No release notes provided.

    v63.4.3

    No release notes provided.

    v63.4.2

    No release notes provided.

    ... (truncated)

    Changelog

    Sourced from setuptools's changelog.

    v65.5.1

    Misc ^^^^

    • #3638: Drop a test dependency on the mock package, always use :external+python:py:mod:unittest.mock -- by :user:hroncok
    • #3659: Fixed REDoS vector in package_index.

    v65.5.0

    Changes ^^^^^^^

    • #3624: Fixed editable install for multi-module/no-package src-layout projects.
    • #3626: Minor refactorings to support distutils using stdlib logging module.

    Documentation changes ^^^^^^^^^^^^^^^^^^^^^

    • #3419: Updated the example version numbers to be compliant with PEP-440 on the "Specifying Your Project’s Version" page of the user guide.

    Misc ^^^^

    • #3569: Improved information about conflicting entries in the current working directory and editable install (in documentation and as an informational warning).
    • #3576: Updated version of validate_pyproject.

    v65.4.1

    Misc ^^^^

    • #3613: Fixed encoding errors in expand.StaticModule when system default encoding doesn't match expectations for source files.
    • #3617: Merge with pypa/distutils@6852b20 including fix for pypa/distutils#181.

    v65.4.0

    Changes ^^^^^^^

    v65.3.0

    ... (truncated)

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    dependencies 
    opened by dependabot[bot] 0
  • Bump wheel from 0.33.4 to 0.38.1

    Bump wheel from 0.33.4 to 0.38.1

    Bumps wheel from 0.33.4 to 0.38.1.

    Changelog

    Sourced from wheel's changelog.

    Release Notes

    UNRELEASED

    • Updated vendored packaging to 22.0

    0.38.4 (2022-11-09)

    • Fixed PKG-INFO conversion in bdist_wheel mangling UTF-8 header values in METADATA (PR by Anderson Bravalheri)

    0.38.3 (2022-11-08)

    • Fixed install failure when used with --no-binary, reported on Ubuntu 20.04, by removing setup_requires from setup.cfg

    0.38.2 (2022-11-05)

    • Fixed regression introduced in v0.38.1 which broke parsing of wheel file names with multiple platform tags

    0.38.1 (2022-11-04)

    • Removed install dependency on setuptools
    • The future-proof fix in 0.36.0 for converting PyPy's SOABI into a abi tag was faulty. Fixed so that future changes in the SOABI will not change the tag.

    0.38.0 (2022-10-21)

    • Dropped support for Python < 3.7
    • Updated vendored packaging to 21.3
    • Replaced all uses of distutils with setuptools
    • The handling of license_files (including glob patterns and default values) is now delegated to setuptools>=57.0.0 (#466). The package dependencies were updated to reflect this change.
    • Fixed potential DoS attack via the WHEEL_INFO_RE regular expression
    • Fixed ValueError: ZIP does not support timestamps before 1980 when using SOURCE_DATE_EPOCH=0 or when on-disk timestamps are earlier than 1980-01-01. Such timestamps are now changed to the minimum value before packaging.

    0.37.1 (2021-12-22)

    • Fixed wheel pack duplicating the WHEEL contents when the build number has changed (#415)
    • Fixed parsing of file names containing commas in RECORD (PR by Hood Chatham)

    0.37.0 (2021-08-09)

    • Added official Python 3.10 support
    • Updated vendored packaging library to v20.9

    ... (truncated)

    Commits
    • 6f1608d Created a new release
    • cf8f5ef Moved news item from PR #484 to its proper place
    • 9ec2016 Removed install dependency on setuptools (#483)
    • 747e1f6 Fixed PyPy SOABI parsing (#484)
    • 7627548 [pre-commit.ci] pre-commit autoupdate (#480)
    • 7b9e8e1 Test on Python 3.11 final
    • a04dfef Updated the pypi-publish action
    • 94bb62c Fixed docs not building due to code style changes
    • d635664 Updated the codecov action to the latest version
    • fcb94cd Updated version to match the release
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    dependencies 
    opened by dependabot[bot] 0
  • Bump certifi from 2019.3.9 to 2022.12.7

    Bump certifi from 2019.3.9 to 2022.12.7

    Bumps certifi from 2019.3.9 to 2022.12.7.

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    dependencies 
    opened by dependabot[bot] 0
  • Bump joblib from 0.13.2 to 1.2.0

    Bump joblib from 0.13.2 to 1.2.0

    Bumps joblib from 0.13.2 to 1.2.0.

    Changelog

    Sourced from joblib's changelog.

    Release 1.2.0

    • Fix a security issue where eval(pre_dispatch) could potentially run arbitrary code. Now only basic numerics are supported. joblib/joblib#1327

    • Make sure that joblib works even when multiprocessing is not available, for instance with Pyodide joblib/joblib#1256

    • Avoid unnecessary warnings when workers and main process delete the temporary memmap folder contents concurrently. joblib/joblib#1263

    • Fix memory alignment bug for pickles containing numpy arrays. This is especially important when loading the pickle with mmap_mode != None as the resulting numpy.memmap object would not be able to correct the misalignment without performing a memory copy. This bug would cause invalid computation and segmentation faults with native code that would directly access the underlying data buffer of a numpy array, for instance C/C++/Cython code compiled with older GCC versions or some old OpenBLAS written in platform specific assembly. joblib/joblib#1254

    • Vendor cloudpickle 2.2.0 which adds support for PyPy 3.8+.

    • Vendor loky 3.3.0 which fixes several bugs including:

      • robustly forcibly terminating worker processes in case of a crash (joblib/joblib#1269);

      • avoiding leaking worker processes in case of nested loky parallel calls;

      • reliability spawn the correct number of reusable workers.

    Release 1.1.0

    • Fix byte order inconsistency issue during deserialization using joblib.load in cross-endian environment: the numpy arrays are now always loaded to use the system byte order, independently of the byte order of the system that serialized the pickle. joblib/joblib#1181

    • Fix joblib.Memory bug with the ignore parameter when the cached function is a decorated function.

    ... (truncated)

    Commits
    • 5991350 Release 1.2.0
    • 3fa2188 MAINT cleanup numpy warnings related to np.matrix in tests (#1340)
    • cea26ff CI test the future loky-3.3.0 branch (#1338)
    • 8aca6f4 MAINT: remove pytest.warns(None) warnings in pytest 7 (#1264)
    • 067ed4f XFAIL test_child_raises_parent_exits_cleanly with multiprocessing (#1339)
    • ac4ebd5 MAINT add back pytest warnings plugin (#1337)
    • a23427d Test child raises parent exits cleanly more reliable on macos (#1335)
    • ac09691 [MAINT] various test updates (#1334)
    • 4a314b1 Vendor loky 3.2.0 (#1333)
    • bdf47e9 Make test_parallel_with_interactively_defined_functions_default_backend timeo...
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    dependencies 
    opened by dependabot[bot] 0
  • Bump ujson from 1.35 to 5.4.0

    Bump ujson from 1.35 to 5.4.0

    Bumps ujson from 1.35 to 5.4.0.

    Release notes

    Sourced from ujson's releases.

    5.4.0

    Added

    Fixed

    5.3.0

    Added

    Changed

    Fixed

    5.2.0

    Added

    Fixed

    5.1.0

    Changed

    ... (truncated)

    Commits
    • 9c20de0 Merge pull request from GHSA-fm67-cv37-96ff
    • b21da40 Fix double free on string decoding if realloc fails
    • 67ec071 Merge pull request #555 from JustAnotherArchivist/fix-decode-surrogates-2
    • bc7bdff Replace wchar_t string decoding implementation with a uint32_t-based one
    • cc70119 Merge pull request #548 from JustAnotherArchivist/arbitrary-ints
    • 4b5cccc Merge pull request #553 from bwoodsend/pypy-ci
    • abe26fc Merge pull request #551 from bwoodsend/bye-bye-travis
    • 3efb5cc Delete old TravisCI workflow and references.
    • 404de1a xfail test_decode_surrogate_characters() on Windows PyPy.
    • f7e66dc Switch to musl docker base images.
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    dependencies 
    opened by dependabot[bot] 0
  • Bump numpy from 1.21.0 to 1.22.0

    Bump numpy from 1.21.0 to 1.22.0

    Bumps numpy from 1.21.0 to 1.22.0.

    Release notes

    Sourced from numpy's releases.

    v1.22.0

    NumPy 1.22.0 Release Notes

    NumPy 1.22.0 is a big release featuring the work of 153 contributors spread over 609 pull requests. There have been many improvements, highlights are:

    • Annotations of the main namespace are essentially complete. Upstream is a moving target, so there will likely be further improvements, but the major work is done. This is probably the most user visible enhancement in this release.
    • A preliminary version of the proposed Array-API is provided. This is a step in creating a standard collection of functions that can be used across application such as CuPy and JAX.
    • NumPy now has a DLPack backend. DLPack provides a common interchange format for array (tensor) data.
    • New methods for quantile, percentile, and related functions. The new methods provide a complete set of the methods commonly found in the literature.
    • A new configurable allocator for use by downstream projects.

    These are in addition to the ongoing work to provide SIMD support for commonly used functions, improvements to F2PY, and better documentation.

    The Python versions supported in this release are 3.8-3.10, Python 3.7 has been dropped. Note that 32 bit wheels are only provided for Python 3.8 and 3.9 on Windows, all other wheels are 64 bits on account of Ubuntu, Fedora, and other Linux distributions dropping 32 bit support. All 64 bit wheels are also linked with 64 bit integer OpenBLAS, which should fix the occasional problems encountered by folks using truly huge arrays.

    Expired deprecations

    Deprecated numeric style dtype strings have been removed

    Using the strings "Bytes0", "Datetime64", "Str0", "Uint32", and "Uint64" as a dtype will now raise a TypeError.

    (gh-19539)

    Expired deprecations for loads, ndfromtxt, and mafromtxt in npyio

    numpy.loads was deprecated in v1.15, with the recommendation that users use pickle.loads instead. ndfromtxt and mafromtxt were both deprecated in v1.17 - users should use numpy.genfromtxt instead with the appropriate value for the usemask parameter.

    (gh-19615)

    ... (truncated)

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Alexandra Chronopoulou
Research Intern at AllenAI. CS PhD student in LMU Munich.
Alexandra Chronopoulou
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