* fix: propagate log level to aws services (aws#79) * fix: propagate log level to aws services * drop py27 and add py38 support * update unit test * recover buildspeck * remove py38 build * install latest sagemaker 1.x version * fix: removing py27/py38 * fix arg name Co-authored-by: Chuyang Deng <chuyangd@amazon.com> * prepare release v3.6.3 * update development version to v3.6.4.dev0 * doc: fix typo in ENVIRONMENT_VARIABLES.md (aws#81) Removed typo ')'. Co-authored-by: Ajay Karpur <akarpur@amazon.com> * prepare release v3.6.3.post0 * update development version to v3.6.4.dev0 * infra: use ECR-hosted image for ubuntu:16.04 (aws#87) * infra: use ECR-hosted image for ubuntu:16.04 * use public ECR repo * disable prompts in Docker build * fix: workaround to print stderr when capturing (aws#86) Co-authored-by: Ajay Karpur <akarpur@amazon.com> * prepare release v3.6.4 * update development version to v3.6.5.dev0 * feature: add data parallelism support (aws#3) (aws#8) * change: use format in place of f-strings and use comment style type annotations (aws#10) * change: update tox to use sagemaker 2.18.0 for tests * prepare release v3.7.0 * update development version to v3.7.1.dev0 * fix:decode binary stderr string before dumping it out (aws#89) * fix:decode binary stderr string before dumping it out * fix failing test Co-authored-by: Rui Wang Napieralski <wru@amazon.com> * prepare release v3.7.1 * update development version to v3.7.2.dev0 * change: set btl_vader_single_copy_mechanism to none (aws#90) * prepare release v3.7.2 * update development version to v3.7.3.dev0 * change: set btl_vader_single_copy_mechanism to none to avoid Read -1 Warning messages (aws#95) * prepare release v3.7.3 * update development version to v3.7.4.dev0 * Update Dockerfile to accomomdate Rust dependency. (aws#98) * Update Dockerfile to accomomdate Rust dependency. cryptography module has added RUST as its dependency. Upgrading PIP to solve this dependency. * pinning to particular version of pip pinned to pip version 21.0.1 which solves the Rust dependency * prepare release v3.7.4 * update development version to v3.7.5.dev0 * Change: smdataparallel change FI_PROVIDER to efa from sockets (aws#96) * prepare release v3.7.5 * update development version to v3.7.6.dev0 * feature: smdataparallel custom mpi options support (aws#99) * feature: smdataparallel custom mpi options support * Fixed pylint * Fixed black-check * Fixed unit test * prepare release v3.8.0 * update development version to v3.8.1.dev0 * feature: smdataparallel enable EFA RDMA flag (aws#101) * feature: smdataparallel enable EFA RDMA flag * added changes to unit test * updated the flag to use only for ml.p4d.24xlarge instance * prepare release v3.9.0 * update development version to v3.9.1.dev0 * change: [smdataparallel] better messages to establish the SSH connection between workers (aws#103) * change: [smdataparallel] better messages for to establish the SSH connection between workers * python timeout.timeout raises TimeoutError * Added detailed error message * prepare release v3.9.1 * update development version to v3.9.2.dev0 * Reverted -x FI_EFA_USE_DEVICE_RDMA=1 to fix a crash on PyTorch Dataloaders for Distributed training (aws#106) * prepare release v3.9.2 * update development version to v3.9.3.dev0 * Fix logging issues (aws#108) * Fix logging issues Use asyncio to read stdout and stderr streams in realtime Report Exit code on failures Convey user informative message if process gets OOM Killed Filter out stderr to look for error messages and report Prepend tags to the log files to enable easy filtering in CloudWatch Update Amazon Licensing Update SM doc urls Support - Added Py38, Removed py36 and py27 Added unittests for asyncio APIs Install libssl1.1 and openssl packages * prepare release v3.9.3 * update development version to v3.9.4.dev0 * breaking: Add py38, dropped py36 and py2 support. Bump pypi to 4.0.0 (changes from PR aws#108) (aws#109) * prepare release v4.0.0 * update development version to v4.0.1.dev0 * Fix: Enable custom failure logging (aws#118) * prepare release v4.0.1 * update development version to v4.0.2.dev0 * feature: add back FI_EFA_USE_DEVICE_RDMA=1 flag, revert 2936f22 (aws#121) fix: fixed the black lint, upgraded black to version 21.3.0 fix: remove u prefix of strings, as python3 defaults to unicode strings note: EFA is only available on p3dn or p4dn instances note: EFA version 1.15.1 and OFI 1.1.5-aws have the issue fixed note: black format reference on remove u prefix https://black.readthedocs.io/en/stable/the_black_code_style/current_style.html#strings * prepare release v4.1.0 * update development version to v4.1.1.dev0 * fix: missing args when shell script is used (aws#122) * prepare release v4.1.1 * update development version to v4.1.2.dev0 * fix: fix flaky issue with incorrect rc being given (aws#124) * fix: fix flaky issue with incorrect rc being given * Add logging around proc.wait. * prepare release v4.1.2 * update development version to v4.1.3.dev0 * Feature: Adding new parameter for TF Multi Worker Mirrored Strategy (aws#130) * feature: Adding new parameter for TF Multi Worker Mirrored Strategy * fix: changing variable name for MWMS * fix: freezing protobuf version and renaming variable for MWMS * fix: linting * prepare release v4.1.3 * update development version to v4.1.4.dev0 Co-authored-by: Chuyang <chuyangdeng@gmail.com> Co-authored-by: Chuyang Deng <chuyangd@amazon.com> Co-authored-by: ci <ci> Co-authored-by: Pedro Martins <pbmartins@ua.pt> Co-authored-by: Ajay Karpur <akarpur@amazon.com> Co-authored-by: sboshin <43187008+sboshin@users.noreply.github.com> Co-authored-by: ChaiBapchya <chai.bapat@gmail.com> Co-authored-by: Dan <choidan@amazon.com> Co-authored-by: icywang86rui <icywang.rui@gmail.com> Co-authored-by: Rui Wang Napieralski <wru@amazon.com> Co-authored-by: Eric Johnson <65414824+metrizable@users.noreply.github.com> Co-authored-by: Karan Jariwala <karankjariwala@gmail.com> Co-authored-by: Rajan Singh <srajanku@amazon.com> Co-authored-by: Piyush Ghai <ghai.8@osu.edu> Co-authored-by: Daiming Yang <66369380+ydaiming@users.noreply.github.com> Co-authored-by: matherit <97054789+matherit@users.noreply.github.com> Co-authored-by: Loki <lokeshwaran94@gmail.com>

consider a better default Request content type #14

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