DSTC10 Track 2 - Knowledge-grounded Task-oriented Dialogue Modeling on Spoken Conversations

Overview

License

DSTC10 Track 2 - Knowledge-grounded Task-oriented Dialogue Modeling on Spoken Conversations

This repository contains the data, scripts and baseline codes for DSTC10 Track 2.

This challenge track aims to benchmark the robustness of the conversational models against the gaps between written and spoken conversations. Specifically, it includes two target tasks: 1) multi-domain dialogue state tracking and 2) task-oriented conversational modeling with unstructured knowledge access. For both tasks, participants will develop models using any existing public data and submit the model outputs on the unlabeled test data set with the ASR outputs.

Organizers: Seokhwan Kim, Yang Liu, Di Jin, Alexandros Papangelis, Behnam Hedayatnia, Karthik Gopalakrishnan, Dilek Hakkani-Tur

Important Links

Timeline

  • Validation data released: Jun 14, 2021
  • Test data released: Sep 13, 2021
  • Entry submission deadline: Sep 21, 2021
  • Objective evaluation completed: Sep 28, 2021
  • Human evaluation completed: Oct 8, 2021

Rules

  • Participation is welcome from any team (academic, corporate, non profit, government).
  • Each team can participate in either or both sub-tracks by submitting up to 5 entries for each track.
  • The identity of participants will NOT be published or made public. In written results, teams will be identified as team IDs (e.g. team1, team2, etc). The organizers will verbally indicate the identities of all teams at the workshop chosen for communicating results.
  • Participants may identify their own team label (e.g. team5), in publications or presentations, if they desire, but may not identify the identities of other teams.
  • Participants are allowed to use any external datasets, resources or pre-trained models which are publicly available.
  • Participants are NOT allowed to do any manual examination or modification of the test data.
  • All the submitted system outputs with the evaluation results will be released to public after the evaluation period.

Contact

Join the DSTC mailing list to get the latest updates about DSTC10

For specific enquiries about DSTC10 Track2

Please feel free to contact: seokhwk (at) amazon (dot) com

Comments
  • Questions about Task1

    Questions about Task1

    In the recent updates Added hotel-book-rooms to distinguish between number of people/rooms for booking task 1 labels

    In the validation set, I found that the original hotel-book-people was directly replaced with hotel-book-rooms. So I want to confirm whether there will be a hotel-book-people slot in the test set

    opened by aiquny 2
  • fix score.py bug

    fix score.py bug

    Question about task1

    There may be a bug in line 106 of the file score.py. We think we should limit the maximum list length of pred_val to K here, while now the list of predictions could be infinitely long. It is possible to use brute force method to keep pred_val right, affect the fairness of the competition.

    Suggestion

    We update the file score.py by adding parameter K to limit the length of pred_val. Details can be seen in task1/baseline/README.md and task1/scripts/scores.py


    We have open a PR on your github repo. Please check it. Thansk.

    opened by TransformersWsz 1
  • fix score.py bug

    fix score.py bug

    Question about task1

    There may be a bug in line 106 of the file score.py. We think we should limit the maximum list length of pred_val to K here, while now the list of predictions could be infinitely long. It is possible to use brute force method to keep pred_val right, affect the fairness of the competition.

    Suggestion

    We update the file score.py by adding parameter K to limit the length of pred_val. Details can be seen in task1/baseline/README.md and task1/scripts/scores.py

    opened by TransformersWsz 1
  • Bump protobuf from 3.15.0 to 3.18.3 in /task1/baseline

    Bump protobuf from 3.15.0 to 3.18.3 in /task1/baseline

    Bumps protobuf from 3.15.0 to 3.18.3.

    Release notes

    Sourced from protobuf's releases.

    Protocol Buffers v3.18.3

    C++

    Protocol Buffers v3.16.1

    Java

    • Improve performance characteristics of UnknownFieldSet parsing (#9371)

    Protocol Buffers v3.18.2

    Java

    • Improve performance characteristics of UnknownFieldSet parsing (#9371)

    Protocol Buffers v3.18.1

    Python

    • Update setup.py to reflect that we now require at least Python 3.5 (#8989)
    • Performance fix for DynamicMessage: force GetRaw() to be inlined (#9023)

    Ruby

    • Update ruby_generator.cc to allow proto2 imports in proto3 (#9003)

    Protocol Buffers v3.18.0

    C++

    • Fix warnings raised by clang 11 (#8664)
    • Make StringPiece constructible from std::string_view (#8707)
    • Add missing capability attributes for LLVM 12 (#8714)
    • Stop using std::iterator (deprecated in C++17). (#8741)
    • Move field_access_listener from libprotobuf-lite to libprotobuf (#8775)
    • Fix #7047 Safely handle setlocale (#8735)
    • Remove deprecated version of SetTotalBytesLimit() (#8794)
    • Support arena allocation of google::protobuf::AnyMetadata (#8758)
    • Fix undefined symbol error around SharedCtor() (#8827)
    • Fix default value of enum(int) in json_util with proto2 (#8835)
    • Better Smaller ByteSizeLong
    • Introduce event filters for inject_field_listener_events
    • Reduce memory usage of DescriptorPool
    • For lazy fields copy serialized form when allowed.
    • Re-introduce the InlinedStringField class
    • v2 access listener
    • Reduce padding in the proto's ExtensionRegistry map.
    • GetExtension performance optimizations
    • Make tracker a static variable rather than call static functions
    • Support extensions in field access listener
    • Annotate MergeFrom for field access listener
    • Fix incomplete types for field access listener
    • Add map_entry/new_map_entry to SpecificField in MessageDifferencer. They record the map items which are different in MessageDifferencer's reporter.
    • Reduce binary size due to fieldless proto messages
    • TextFormat: ParseInfoTree supports getting field end location in addition to start.

    ... (truncated)

    Commits

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    dependencies 
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  • Bump pillow from 9.0.0 to 9.0.1 in /task1/baseline

    Bump pillow from 9.0.0 to 9.0.1 in /task1/baseline

    Bumps pillow from 9.0.0 to 9.0.1.

    Release notes

    Sourced from pillow's releases.

    9.0.1

    https://pillow.readthedocs.io/en/stable/releasenotes/9.0.1.html

    Changes

    • In show_file, use os.remove to remove temporary images. CVE-2022-24303 #6010 [@​radarhere, @​hugovk]
    • Restrict builtins within lambdas for ImageMath.eval. CVE-2022-22817 #6009 [radarhere]
    Changelog

    Sourced from pillow's changelog.

    9.0.1 (2022-02-03)

    • In show_file, use os.remove to remove temporary images. CVE-2022-24303 #6010 [radarhere, hugovk]

    • Restrict builtins within lambdas for ImageMath.eval. CVE-2022-22817 #6009 [radarhere]

    Commits
    • 6deac9e 9.0.1 version bump
    • c04d812 Update CHANGES.rst [ci skip]
    • 4fabec3 Added release notes for 9.0.1
    • 02affaa Added delay after opening image with xdg-open
    • ca0b585 Updated formatting
    • 427221e In show_file, use os.remove to remove temporary images
    • c930be0 Restrict builtins within lambdas for ImageMath.eval
    • 75b69dd Dont need to pin for GHA
    • cd938a7 Autolink CWE numbers with sphinx-issues
    • 2e9c461 Add CVE IDs
    • See full diff in compare view

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    dependencies 
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  • Bump protobuf from 3.14.0 to 3.15.0 in /task1/baseline

    Bump protobuf from 3.14.0 to 3.15.0 in /task1/baseline

    Bumps protobuf from 3.14.0 to 3.15.0.

    Release notes

    Sourced from protobuf's releases.

    Protocol Buffers v3.15.0

    Protocol Compiler

    • Optional fields for proto3 are enabled by default, and no longer require the --experimental_allow_proto3_optional flag.

    C++

    • MessageDifferencer: fixed bug when using custom ignore with multiple unknown fields
    • Use init_seg in MSVC to push initialization to an earlier phase.
    • Runtime no longer triggers -Wsign-compare warnings.
    • Fixed -Wtautological-constant-out-of-range-compare warning.
    • DynamicCastToGenerated works for nullptr input for even if RTTI is disabled
    • Arena is refactored and optimized.
    • Clarified/specified that the exact value of Arena::SpaceAllocated() is an implementation detail users must not rely on. It should not be used in unit tests.
    • Change the signature of Any::PackFrom() to return false on error.
    • Add fast reflection getter API for strings.
    • Constant initialize the global message instances
    • Avoid potential for missed wakeup in UnknownFieldSet
    • Now Proto3 Oneof fields have "has" methods for checking their presence in C++.
    • Bugfix for NVCC
    • Return early in _InternalSerialize for empty maps.
    • Adding functionality for outputting map key values in proto path logging output (does not affect comparison logic) and stop printing 'value' in the path. The modified print functionality is in the MessageDifferencer::StreamReporter.
    • Fixed protocolbuffers/protobuf#8129
    • Ensure that null char symbol, package and file names do not result in a crash.
    • Constant initialize the global message instances
    • Pretty print 'max' instead of numeric values in reserved ranges.
    • Removed remaining instances of std::is_pod, which is deprecated in C++20.
    • Changes to reduce code size for unknown field handling by making uncommon cases out of line.
    • Fix std::is_pod deprecated in C++20 (#7180)
    • Fix some -Wunused-parameter warnings (#8053)
    • Fix detecting file as directory on zOS issue #8051 (#8052)
    • Don't include sys/param.h for _BYTE_ORDER (#8106)
    • remove CMAKE_THREAD_LIBS_INIT from pkgconfig CFLAGS (#8154)
    • Fix TextFormatMapTest.DynamicMessage issue#5136 (#8159)
    • Fix for compiler warning issue#8145 (#8160)
    • fix: support deprecated enums for GCC < 6 (#8164)
    • Fix some warning when compiling with Visual Studio 2019 on x64 target (#8125)

    Python

    • Provided an override for the reverse() method that will reverse the internal collection directly instead of using the other methods of the BaseContainer.
    • MessageFactory.CreateProtoype can be overridden to customize class creation.

    ... (truncated)

    Commits
    • ae50d9b Update protobuf version
    • 8260126 Update protobuf version
    • c741c46 Resovled issue in the .pb.cc files
    • eef2764 Resolved an issue where NO_DESTROY and CONSTINIT were in incorrect order
    • 0040102 Updated collect_all_artifacts.sh for Ubuntu Xenial
    • 26cb6a7 Delete root-owned files in Kokoro builds
    • 1e924ef Update port_def.inc
    • 9a80cf1 Update coded_stream.h
    • a97c4f4 Merge pull request #8276 from haberman/php-warning
    • 44cd75d Merge pull request #8282 from haberman/changelog
    • Additional commits viewable in compare view

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    dependencies 
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  • Bump nltk from 3.5 to 3.6.6 in /task1/baseline

    Bump nltk from 3.5 to 3.6.6 in /task1/baseline

    Bumps nltk from 3.5 to 3.6.6.

    Changelog

    Sourced from nltk's changelog.

    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

    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

    ... (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)
    • Additional commits viewable in compare view

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    dependencies 
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  • Bump pillow from 8.3.2 to 9.0.0 in /task1/baseline

    Bump pillow from 8.3.2 to 9.0.0 in /task1/baseline

    Bumps pillow from 8.3.2 to 9.0.0.

    Release notes

    Sourced from pillow's releases.

    9.0.0

    https://pillow.readthedocs.io/en/stable/releasenotes/9.0.0.html

    Changes

    ... (truncated)

    Changelog

    Sourced from pillow's changelog.

    9.0.0 (2022-01-02)

    • Restrict builtins for ImageMath.eval(). CVE-2022-22817 #5923 [radarhere]

    • Ensure JpegImagePlugin stops at the end of a truncated file #5921 [radarhere]

    • Fixed ImagePath.Path array handling. CVE-2022-22815, CVE-2022-22816 #5920 [radarhere]

    • Remove consecutive duplicate tiles that only differ by their offset #5919 [radarhere]

    • Improved I;16 operations on big endian #5901 [radarhere]

    • Limit quantized palette to number of colors #5879 [radarhere]

    • Fixed palette index for zeroed color in FASTOCTREE quantize #5869 [radarhere]

    • When saving RGBA to GIF, make use of first transparent palette entry #5859 [radarhere]

    • Pass SAMPLEFORMAT to libtiff #5848 [radarhere]

    • Added rounding when converting P and PA #5824 [radarhere]

    • Improved putdata() documentation and data handling #5910 [radarhere]

    • Exclude carriage return in PDF regex to help prevent ReDoS #5912 [hugovk]

    • Fixed freeing pointer in ImageDraw.Outline.transform #5909 [radarhere]

    • Added ImageShow support for xdg-open #5897 [m-shinder, radarhere]

    • Support 16-bit grayscale ImageQt conversion #5856 [cmbruns, radarhere]

    • Convert subsequent GIF frames to RGB or RGBA #5857 [radarhere]

    ... (truncated)

    Commits

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    dependencies 
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  • Bump pillow from 8.2.0 to 8.3.2 in /task1/baseline

    Bump pillow from 8.2.0 to 8.3.2 in /task1/baseline

    Bumps pillow from 8.2.0 to 8.3.2.

    Release notes

    Sourced from pillow's releases.

    8.3.2

    https://pillow.readthedocs.io/en/stable/releasenotes/8.3.2.html

    Security

    • CVE-2021-23437 Raise ValueError if color specifier is too long [hugovk, radarhere]

    • Fix 6-byte OOB read in FliDecode [wiredfool]

    Python 3.10 wheels

    • Add support for Python 3.10 #5569, #5570 [hugovk, radarhere]

    Fixed regressions

    • Ensure TIFF RowsPerStrip is multiple of 8 for JPEG compression #5588 [kmilos, radarhere]

    • Updates for ImagePalette channel order #5599 [radarhere]

    • Hide FriBiDi shim symbols to avoid conflict with real FriBiDi library #5651 [nulano]

    8.3.1

    https://pillow.readthedocs.io/en/stable/releasenotes/8.3.1.html

    Changes

    8.3.0

    https://pillow.readthedocs.io/en/stable/releasenotes/8.3.0.html

    Changes

    ... (truncated)

    Changelog

    Sourced from pillow's changelog.

    8.3.2 (2021-09-02)

    • CVE-2021-23437 Raise ValueError if color specifier is too long [hugovk, radarhere]

    • Fix 6-byte OOB read in FliDecode [wiredfool]

    • Add support for Python 3.10 #5569, #5570 [hugovk, radarhere]

    • Ensure TIFF RowsPerStrip is multiple of 8 for JPEG compression #5588 [kmilos, radarhere]

    • Updates for ImagePalette channel order #5599 [radarhere]

    • Hide FriBiDi shim symbols to avoid conflict with real FriBiDi library #5651 [nulano]

    8.3.1 (2021-07-06)

    • Catch OSError when checking if fp is sys.stdout #5585 [radarhere]

    • Handle removing orientation from alternate types of EXIF data #5584 [radarhere]

    • Make Image.array take optional dtype argument #5572 [t-vi, radarhere]

    8.3.0 (2021-07-01)

    • Use snprintf instead of sprintf. CVE-2021-34552 #5567 [radarhere]

    • Limit TIFF strip size when saving with LibTIFF #5514 [kmilos]

    • Allow ICNS save on all operating systems #4526 [baletu, radarhere, newpanjing, hugovk]

    • De-zigzag JPEG's DQT when loading; deprecate convert_dict_qtables #4989 [gofr, radarhere]

    • Replaced xml.etree.ElementTree #5565 [radarhere]

    ... (truncated)

    Commits
    • 8013f13 8.3.2 version bump
    • 23c7ca8 Update CHANGES.rst
    • 8450366 Update release notes
    • a0afe89 Update test case
    • 9e08eb8 Raise ValueError if color specifier is too long
    • bd5cf7d FLI tests for Oss-fuzz crash.
    • 94a0cf1 Fix 6-byte OOB read in FliDecode
    • cece64f Add 8.3.2 (2021-09-02) [CI skip]
    • e422386 Add release notes for Pillow 8.3.2
    • 08dcbb8 Pillow 8.3.2 supports Python 3.10 [ci skip]
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  • Bump pillow from 8.1.0 to 8.2.0 in /task1/baseline

    Bump pillow from 8.1.0 to 8.2.0 in /task1/baseline

    Bumps pillow from 8.1.0 to 8.2.0.

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    8.2.0

    https://pillow.readthedocs.io/en/stable/releasenotes/8.2.0.html

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    Dependencies

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    ... (truncated)

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    8.2.0 (2021-04-01)

    • Added getxmp() method #5144 [UrielMaD, radarhere]

    • Add ImageShow support for GraphicsMagick #5349 [latosha-maltba, radarhere]

    • Do not load transparent pixels from subsequent GIF frames #5333 [zewt, radarhere]

    • Use LZW encoding when saving GIF images #5291 [raygard]

    • Set all transparent colors to be equal in quantize() #5282 [radarhere]

    • Allow PixelAccess to use Python int when parsing x and y #5206 [radarhere]

    • Removed Image._MODEINFO #5316 [radarhere]

    • Add preserve_tone option to autocontrast #5350 [elejke, radarhere]

    • Fixed linear_gradient and radial_gradient I and F modes #5274 [radarhere]

    • Add support for reading TIFFs with PlanarConfiguration=2 #5364 [kkopachev, wiredfool, nulano]

    • Deprecated categories #5351 [radarhere]

    • Do not premultiply alpha when resizing with Image.NEAREST resampling #5304 [nulano]

    • Dynamically link FriBiDi instead of Raqm #5062 [nulano]

    • Allow fewer PNG palette entries than the bit depth maximum when saving #5330 [radarhere]

    • Use duration from info dictionary when saving WebP #5338 [radarhere]

    • Stop flattening EXIF IFD into getexif() #4947 [radarhere, kkopachev]

    ... (truncated)

    Commits
    • e0e353c 8.2.0 version bump
    • ee635be Merge pull request #5377 from hugovk/security-and-release-notes
    • 694c84f Fix typo [ci skip]
    • 8febdad Review, typos and lint
    • fea4196 Reorder, roughly alphabetic
    • 496245a Fix BLP DOS -- CVE-2021-28678
    • 22e9bee Fix DOS in PSDImagePlugin -- CVE-2021-28675
    • ba65f0b Fix Memory DOS in ImageFont
    • bb6c11f Fix FLI DOS -- CVE-2021-28676
    • 5a5e6db Fix EPS DOS on _open -- CVE-2021-28677
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  • Bump urllib3 from 1.26.2 to 1.26.5 in /task1/baseline

    Bump urllib3 from 1.26.2 to 1.26.5 in /task1/baseline

    Bumps urllib3 from 1.26.2 to 1.26.5.

    Release notes

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    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)

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    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)

    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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  • Bump certifi from 2020.12.5 to 2022.12.7 in /task1/baseline

    Bump certifi from 2020.12.5 to 2022.12.7 in /task1/baseline

    Bumps certifi from 2020.12.5 to 2022.12.7.

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  • Bump pillow from 9.0.1 to 9.3.0 in /task1/baseline

    Bump pillow from 9.0.1 to 9.3.0 in /task1/baseline

    Bumps pillow from 9.0.1 to 9.3.0.

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    9.3.0

    https://pillow.readthedocs.io/en/stable/releasenotes/9.3.0.html

    Changes

    ... (truncated)

    Changelog

    Sourced from pillow's changelog.

    9.3.0 (2022-10-29)

    • Limit SAMPLESPERPIXEL to avoid runtime DOS #6700 [wiredfool]

    • Initialize libtiff buffer when saving #6699 [radarhere]

    • Inline fname2char to fix memory leak #6329 [nulano]

    • Fix memory leaks related to text features #6330 [nulano]

    • Use double quotes for version check on old CPython on Windows #6695 [hugovk]

    • Remove backup implementation of Round for Windows platforms #6693 [cgohlke]

    • Fixed set_variation_by_name offset #6445 [radarhere]

    • Fix malloc in _imagingft.c:font_setvaraxes #6690 [cgohlke]

    • Release Python GIL when converting images using matrix operations #6418 [hmaarrfk]

    • Added ExifTags enums #6630 [radarhere]

    • Do not modify previous frame when calculating delta in PNG #6683 [radarhere]

    • Added support for reading BMP images with RLE4 compression #6674 [npjg, radarhere]

    • Decode JPEG compressed BLP1 data in original mode #6678 [radarhere]

    • Added GPS TIFF tag info #6661 [radarhere]

    • Added conversion between RGB/RGBA/RGBX and LAB #6647 [radarhere]

    • Do not attempt normalization if mode is already normal #6644 [radarhere]

    ... (truncated)

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