From a0d85f69ad146991da579e9218d4671d0d05f4a2 Mon Sep 17 00:00:00 2001 From: Edgar Arakelyan Date: Thu, 15 Oct 2026 16:56:36 -0700 Subject: [PATCH 01/14] feat(openenv): serve every bundle task as an OpenEnv env build_app(bundle) returns the OpenEnv server for a bundle's tasks: each session plays one episode through the Episode API, with the env's MCP tools plus an end_turn tool, and the task's verifier score as the reward. Bundles are prepared as agent-env run prepares them, without the agent a client plays. Co-Authored-By: Claude Opus 5.5 --- THIRD_PARTY_NOTICES.md | 5888 ++++++++++++++++++++- pyproject.toml | 1 + src/agent_env/bundle/__init__.py | 5 +- src/agent_env/bundle/installed.py | 18 + src/agent_env/bundle/preflight.py | 13 +- src/agent_env/bundle/resolve.py | 31 +- src/agent_env/bundle/run.py | 77 +- src/agent_env/cli/run.py | 21 +- src/agent_env/openenv/__init__.py | 6 + src/agent_env/openenv/app.py | 132 + src/agent_env/openenv/environment.py | 296 ++ src/agent_env/task/episode/run.py | 15 +- src/agent_env/task/episode/spec.py | 14 +- tst/integration/openenv/__init__.py | 0 tst/integration/openenv/build_app_test.py | 249 + tst/integration/openenv/conftest.py | 3 + tst/unit/bundle/installed_test.py | 5 +- tst/unit/bundle/run_test.py | 27 +- tst/unit/openenv/__init__.py | 0 tst/unit/openenv/app_test.py | 105 + tst/unit/openenv/conftest.py | 3 + tst/unit/openenv/environment_test.py | 260 + tst/unit/task/episode/run_test.py | 13 + tst/unit/task/episode/spec_test.py | 8 + uv.lock | 792 ++- 25 files changed, 7897 insertions(+), 85 deletions(-) create mode 100644 src/agent_env/openenv/__init__.py create mode 100644 src/agent_env/openenv/app.py create mode 100644 src/agent_env/openenv/environment.py create mode 100644 tst/integration/openenv/__init__.py create mode 100644 tst/integration/openenv/build_app_test.py create mode 100644 tst/integration/openenv/conftest.py create mode 100644 tst/unit/openenv/__init__.py create mode 100644 tst/unit/openenv/app_test.py create mode 100644 tst/unit/openenv/conftest.py create mode 100644 tst/unit/openenv/environment_test.py diff --git a/THIRD_PARTY_NOTICES.md b/THIRD_PARTY_NOTICES.md index 5a103bc8..6cbaadbd 100644 --- a/THIRD_PARTY_NOTICES.md +++ b/THIRD_PARTY_NOTICES.md @@ -23,6 +23,13 @@ The runtime dependencies of `agentenv-framework` and its `aws`, `explorer`, `gcp - Source: - [License text 1](#license-text-1) +### aiofile 3.12.3 + +- License: Apache-2.0 +- Author: Dmitry Orlov +- Source: +- [License text 72](#license-text-72) + ### aiohappyeyeballs 2.6.2 - License: PSF-2.0 @@ -72,6 +79,35 @@ The runtime dependencies of `agentenv-framework` and its `aws`, `explorer`, `gcp - Source: - [License text 5](#license-text-5) +### audioop-lts 0.2.2 + +- License: PSF-2.0 +- Source: +- License text: not shipped with the package; see its source +- Platform-specific: not installed on the Linux build target, so its metadata comes from PyPI. + +### Authlib 1.8.0 + +- License: BSD +- Copyright: Copyright (c) 2017, Hsiaoming Yang +- Source: +- [License text 20](#license-text-20) + +### backports.tarfile 1.2.0 + +- License: MIT +- Author: "Jason R. Coombs" +- Source: +- License text: not shipped with the package; see its source +- Platform-specific: not installed on the Linux build target, so its metadata comes from PyPI. + +### beartype 0.23.1 + +- License: MIT +- Copyright: Copyright (c) 2014-2026 Beartype authors. +- Source: +- [License text 4](#license-text-4) + ### boto3 1.43.38 - License: Apache-2.0 @@ -93,6 +129,27 @@ The runtime dependencies of `agentenv-framework` and its `aws`, `explorer`, `gcp - Source: - [License text 4](#license-text-4) +### brotli 1.2.0 + +- License: MIT +- Copyright: Copyright (c) 2009, 2010, 2013-2016 by the Brotli Authors. +- Source: +- [License text 25](#license-text-25) + +### cachetools 7.2.1 + +- License: MIT +- Copyright: Copyright (c) 2014-2026 Thomas Kemmer +- Source: +- [License text 5](#license-text-5) + +### caio 0.12.9 + +- License: Apache-2.0 +- Copyright: Copyright 2025 Dmitry Orlov +- Source: +- [License text 3](#license-text-3) + ### cbor2 6.1.2 - License: MIT @@ -157,6 +214,13 @@ The runtime dependencies of `agentenv-framework` and its `aws`, `explorer`, `gcp - Source: - [License text 14](#license-text-14), [License text 15](#license-text-15), [License text 16](#license-text-16) +### cyclopts 5.2.0 + +- License: Apache-2.0 +- Author: Brian Pugh +- Source: +- [License text 1](#license-text-1) + ### distro 1.9.0 - License: Apache-2.0 @@ -178,6 +242,13 @@ The runtime dependencies of `agentenv-framework` and its `aws`, `explorer`, `gcp - Source: - [License text 18](#license-text-18) +### docstring_parser 0.18.0 + +- License: MIT +- Copyright: Copyright (c) 2018 Marcin Kurczewski +- Source: +- [License text 5](#license-text-5) + ### e2b 2.46.4 - License: MIT @@ -185,6 +256,20 @@ The runtime dependencies of `agentenv-framework` and its `aws`, `explorer`, `gcp - Source: - License text: not shipped with the package; see its source +### email-validator 2.3.0 + +- License: Unlicense +- Author: Joshua Tauberer +- Source: +- [License text 73](#license-text-73) + +### exceptiongroup 1.3.1 + +- License: MIT +- Copyright: Copyright (c) 2022 Alex Grönholm +- Source: +- [License text 74](#license-text-74) + ### fastapi 0.141.1 - License: MIT @@ -192,6 +277,20 @@ The runtime dependencies of `agentenv-framework` and its `aws`, `explorer`, `gcp - Source: - [License text 5](#license-text-5) +### fastmcp 3.4.8 + +- License: Apache-2.0 +- Author: Jeremiah Lowin +- Source: +- [License text 1](#license-text-1) + +### fastmcp-slim 3.4.8 + +- License: Apache-2.0 +- Author: Jeremiah Lowin +- Source: +- License text: not shipped with the package; see its source + ### fastuuid 0.14.0 - License: BSD @@ -276,6 +375,34 @@ The runtime dependencies of `agentenv-framework` and its `aws`, `explorer`, `gcp - Source: - [License text 1](#license-text-1) +### gradio 6.30.0 + +- License: Apache-2.0 +- Author: Abubakar Abid , Ali Abid , Ali Abdalla , Dawood Khan , Ahsen Khaliq , Pete Allen , Ömer Faruk Özdemir , Freddy A Boulton , Hannah Blair +- Source: +- [License text 1](#license-text-1) + +### gradio_client 2.7.2 + +- License: Apache-2.0 +- Author: Abubakar Abid , Ali Abid , Ali Abdalla , Dawood Khan , Ahsen Khaliq , Pete Allen , Freddy Boulton +- Source: +- License text: not shipped with the package; see its source + +### griffelib 2.3.0 + +- License: ISC +- Copyright: Copyright (c) 2021, Timothée Mazzucotelli +- Source: +- [License text 61](#license-text-61) + +### groovy 0.1.2 + +- License: MIT +- Author: Abubakar Abid +- Source: +- [License text 1](#license-text-1) + ### grpc-google-iam-v1 0.14.5 - License: Apache-2.0 @@ -318,7 +445,14 @@ The runtime dependencies of `agentenv-framework` and its `aws`, `explorer`, `gcp - Source: - [License text 5](#license-text-5) -### hf-xet 1.5.1 +### hf-gradio 0.4.1 + +- License: MIT +- Copyright: Copyright (c) 2026 Gradio +- Source: +- [License text 4](#license-text-4) + +### hf-xet 1.7.0 - License: Apache-2.0 - Source: @@ -352,7 +486,7 @@ The runtime dependencies of `agentenv-framework` and its `aws`, `explorer`, `gcp - Source: - [License text 4](#license-text-4) -### huggingface_hub 1.16.1 +### huggingface_hub 1.33.0 - License: Apache-2.0 - Author: Hugging Face, Inc. @@ -380,6 +514,34 @@ The runtime dependencies of `agentenv-framework` and its `aws`, `explorer`, `gcp - Source: - [License text 1](#license-text-1) +### jaraco.classes 3.4.0 + +- License: MIT +- Author: Jason R. Coombs +- Source: +- [License text 25](#license-text-25) + +### jaraco.context 6.1.2 + +- License: MIT +- Author: "Jason R. Coombs" +- Source: +- [License text 4](#license-text-4) + +### jaraco.functools 4.6.0 + +- License: MIT +- Author: "Jason R. Coombs" +- Source: +- [License text 4](#license-text-4) + +### jeepney 0.9.0 + +- License: MIT +- Copyright: Copyright (c) 2017 Thomas Kluyver +- Source: +- [License text 5](#license-text-5) + ### Jinja2 3.1.6 - License: BSD @@ -401,6 +563,20 @@ The runtime dependencies of `agentenv-framework` and its `aws`, `explorer`, `gcp - Source: - [License text 4](#license-text-4) +### joserfc 1.7.5 + +- License: BSD +- Copyright: Copyright (c) 2023, Hsiaoming Yang +- Source: +- [License text 75](#license-text-75) + +### jsonref 1.1.0 + +- License: MIT +- Copyright: Copyright (C) 2013 Chase Sterling +- Source: +- [License text 46](#license-text-46) + ### jsonschema 4.23.0 - License: MIT @@ -408,6 +584,13 @@ The runtime dependencies of `agentenv-framework` and its `aws`, `explorer`, `gcp - Source: - [License text 25](#license-text-25) +### jsonschema-path 0.5.0 + +- License: Apache-2.0 +- Author: Artur Maciag +- Source: +- [License text 1](#license-text-1) + ### jsonschema-specifications 2025.9.1 - License: MIT @@ -415,6 +598,13 @@ The runtime dependencies of `agentenv-framework` and its `aws`, `explorer`, `gcp - Source: - [License text 25](#license-text-25) +### keyring 25.7.0 + +- License: MIT +- Author: Kang Zhang +- Source: +- [License text 4](#license-text-4) + ### litellm 1.96.0 - License: MIT @@ -457,6 +647,13 @@ The runtime dependencies of `agentenv-framework` and its `aws`, `explorer`, `gcp - Source: - [License text 6](#license-text-6) +### more-itertools 11.1.0 + +- License: MIT +- Copyright: Copyright (c) 2012 Erik Rose +- Source: +- [License text 25](#license-text-25) + ### multidict 6.7.1 - License: Apache License 2.0 @@ -464,6 +661,21 @@ The runtime dependencies of `agentenv-framework` and its `aws`, `explorer`, `gcp - Source: - [License text 28](#license-text-28) +### numpy 2.4.6 + +- License: BSD-3-Clause AND 0BSD AND MIT AND Zlib AND CC0-1.0 +- Author: Travis E. Oliphant et al. +- Source: +- License text: not shipped with the package; see its source +- Platform-specific: not installed on the Linux build target, so its metadata comes from PyPI. + +### numpy 2.5.4 + +- License: BSD-3-Clause AND 0BSD AND MIT AND Zlib AND CC0-1.0 +- Copyright: Copyright (c) 2005-2025, NumPy Developers.; Copyright (c) 2011-2014, The OpenBLAS Project; Copyright (c) 1992-2013 The University of Tennessee and The University; Copyright (c) 2000-2013 The University of California Berkeley. All; Copyright (c) 2006-2013 The University of Colorado Denver. All rights; Copyright (C) 2010 - 2019 ridiculous_fish, +- Source: +- [License text 76](#license-text-76), [License text 77](#license-text-77), [License text 78](#license-text-78), [License text 79](#license-text-79), [License text 80](#license-text-80), [License text 75](#license-text-75), [License text 81](#license-text-81), [License text 23](#license-text-23), [License text 82](#license-text-82), [License text 83](#license-text-83), [License text 84](#license-text-84), [License text 85](#license-text-85), [License text 86](#license-text-86), [License text 87](#license-text-87), [License text 88](#license-text-88), [License text 89](#license-text-89), [License text 90](#license-text-90) + ### openai 2.30.0 - License: Apache-2.0 @@ -471,6 +683,20 @@ The runtime dependencies of `agentenv-framework` and its `aws`, `explorer`, `gcp - Source: - [License text 1](#license-text-1) +### openapi-pydantic 0.6.0 + +- License: MIT +- Copyright: Copyright (c) 2023 mike-oakley; Copyright (c) 2020 Kuimono +- Source: +- [License text 91](#license-text-91) + +### openenv 0.9.0 + +- License: BSD-3-Clause +- Copyright: Copyright (c) 2026, Hugging Face, Inc. +- Source: +- [License text 75](#license-text-75) + ### opentelemetry-api 1.44.0 - License: Apache-2.0 @@ -478,6 +704,12 @@ The runtime dependencies of `agentenv-framework` and its `aws`, `explorer`, `gcp - Source: - [License text 1](#license-text-1) +### orjson 3.13.0 + +- License: MPL-2.0 AND (Apache-2.0 OR MIT) +- Source: +- [License text 1](#license-text-1), [License text 25](#license-text-25), [License text 92](#license-text-92) + ### packaging 26.2 - License: Apache-2.0 OR BSD-2-Clause @@ -485,6 +717,34 @@ The runtime dependencies of `agentenv-framework` and its `aws`, `explorer`, `gcp - Source: - [License text 29](#license-text-29), [License text 6](#license-text-6), [License text 30](#license-text-30) +### pandas 3.0.6 + +- License: BSD +- Copyright: Copyright (c) 2008-2011, AQR Capital Management, LLC, Lambda Foundry, Inc. and PyData Development Team; Copyright (c) 2011-2026, Open source contributors.; Copyright (c) 2010-2019 Keith Goodman; Copyright (c) 2019 Bottleneck Developers; Copyright 2017- dateutil contributors (see AUTHORS file); Copyright (c) 2003-2011 - Gustavo Niemeyer +- Source: +- [License text 93](#license-text-93) + +### pathable 0.6.0 + +- License: Apache-2.0 +- Author: Artur Maciag +- Source: +- [License text 1](#license-text-1) + +### pillow 12.3.0 + +- License: MIT-CMU +- Copyright: Copyright © 1997-2011 by Secret Labs AB; Copyright © 1995-2011 by Fredrik Lundh and contributors; Copyright © 2010 by Jeffrey 'Alex' Clark and contributors; Copyright (c) 2016, Alliance for Open Media. All rights reserved.; Copyright (c) 2009, 2010, 2013-2016 by the Brotli Authors.; Copyright © 2018-2019, VideoLAN and dav1d authors +- Source: +- [License text 94](#license-text-94) + +### platformdirs 4.13.0 + +- License: MIT +- Copyright: Copyright (c) 2010-202x The platformdirs developers +- Source: +- [License text 4](#license-text-4) + ### propcache 0.5.2 - License: Apache-2.0 @@ -519,6 +779,13 @@ The runtime dependencies of `agentenv-framework` and its `aws`, `explorer`, `gcp - Source: - License text: not shipped with the package; see its source +### py-key-value-aio 0.4.6 + +- License: Apache-2.0 +- Copyright: Copyright 2025 strawgate +- Source: +- [License text 1](#license-text-1) + ### pyasn1 0.6.4 - License: BSD-2-Clause @@ -561,6 +828,13 @@ The runtime dependencies of `agentenv-framework` and its `aws`, `explorer`, `gcp - Source: - [License text 5](#license-text-5) +### pydub 0.25.1 + +- License: MIT +- Copyright: Copyright (c) 2011 James Robert, http://jiaaro.com +- Source: +- [License text 25](#license-text-25) + ### Pygments 2.20.0 - License: BSD-2-Clause @@ -568,7 +842,7 @@ The runtime dependencies of `agentenv-framework` and its `aws`, `explorer`, `gcp - Source: - [License text 34](#license-text-34), [License text 35](#license-text-35) -### PyJWT 2.13.0 +### PyJWT 2.15.1 - License: MIT - Copyright: Copyright (c) 2015-2022 José Padilla @@ -582,6 +856,13 @@ The runtime dependencies of `agentenv-framework` and its `aws`, `explorer`, `gcp - Source: - [License text 1](#license-text-1) +### pyperclip 1.11.0 + +- License: BSD +- Copyright: Copyright (c) 2014, Al Sweigart +- Source: +- [License text 95](#license-text-95), [License text 96](#license-text-96) + ### pyqwest 0.10.0 - License: MIT @@ -610,6 +891,13 @@ The runtime dependencies of `agentenv-framework` and its `aws`, `explorer`, `gcp - Source: - [License text 1](#license-text-1) +### pytz 2026.5 + +- License: MIT +- Copyright: Copyright (c) 2003-2019 Stuart Bishop +- Source: +- [License text 25](#license-text-25) + ### pywin32 312 - License: PSF-2.0 @@ -618,6 +906,14 @@ The runtime dependencies of `agentenv-framework` and its `aws`, `explorer`, `gcp - License text: not shipped with the package; see its source - Platform-specific: not installed on the Linux build target, so its metadata comes from PyPI. +### pywin32-ctypes 0.2.3 + +- License: BSD-3-Clause +- Author: Enthought Inc. +- Source: +- License text: not shipped with the package; see its source +- Platform-specific: not installed on the Linux build target, so its metadata comes from PyPI. + ### PyYAML 6.0.3 - License: MIT @@ -653,6 +949,13 @@ The runtime dependencies of `agentenv-framework` and its `aws`, `explorer`, `gcp - Source: - [License text 25](#license-text-25) +### rich-rst 2.2.0 + +- License: MIT +- Copyright: Copyright 2026 Wasi Master; Copyright © 2011, 2017 Günter Milde.; Copyright © 2010–2023 Günter Milde,; Copyright (c) 2003 John Gruber (http://daringfireball.net/); Copyright © 2010–2023 Günter Milde. +- Source: +- [License text 25](#license-text-25), [License text 97](#license-text-97) + ### rpds-py 2026.6.3 - License: MIT @@ -667,6 +970,13 @@ The runtime dependencies of `agentenv-framework` and its `aws`, `explorer`, `gcp - Source: - [License text 1](#license-text-1), [License text 42](#license-text-42) +### safehttpx 0.1.7 + +- License: MIT +- Author: Abubakar Abid +- Source: +- [License text 1](#license-text-1) + ### sail 0.12.8 - License: Apache-2.0 @@ -674,6 +984,20 @@ The runtime dependencies of `agentenv-framework` and its `aws`, `explorer`, `gcp - Source: - License text: not shipped with the package; see its source +### SecretStorage 3.5.0 + +- License: BSD-3-Clause +- Copyright: Copyright 2012-2025 Dmitry Shachnev +- Source: +- [License text 98](#license-text-98) + +### semantic-version 2.10.0 + +- License: BSD +- Copyright: Copyright (c) The python-semanticversion project +- Source: +- [License text 99](#license-text-99) + ### shellingham 1.5.4 - License: ISC @@ -723,7 +1047,7 @@ The runtime dependencies of `agentenv-framework` and its `aws`, `explorer`, `gcp - Source: - License text: not shipped with the package; see its source -### tensorlake 0.5.148 +### tensorlake 0.5.149 - License: Apache-2.0 - Copyright: Copyright [2025] [Tensorlake] @@ -752,6 +1076,27 @@ The runtime dependencies of `agentenv-framework` and its `aws`, `explorer`, `gcp - Source: - [License text 46](#license-text-46) +### tomli 2.5.0 + +- License: MIT +- Copyright: Copyright (c) 2021 Taneli Hukkinen +- Source: +- [License text 4](#license-text-4) + +### tomli_w 1.2.0 + +- License: MIT +- Copyright: Copyright (c) 2021 Taneli Hukkinen +- Source: +- [License text 4](#license-text-4) + +### tomlkit 0.14.0 + +- License: MIT +- Copyright: Copyright (c) 2018 Sébastien Eustace +- Source: +- [License text 25](#license-text-25) + ### tqdm 4.68.3 - License: MPL-2.0 AND MIT @@ -793,6 +1138,21 @@ The runtime dependencies of `agentenv-framework` and its `aws`, `explorer`, `gcp - Source: - [License text 2](#license-text-2) +### tzdata 2026.5 + +- License: Apache-2.0 +- Author: Python Software Foundation +- Source: +- License text: not shipped with the package; see its source +- Platform-specific: not installed on the Linux build target, so its metadata comes from PyPI. + +### uncalled-for 0.4.1 + +- License: MIT +- Copyright: Copyright (c) 2025 Chris Guidry. +- Source: +- [License text 100](#license-text-100) + ### urllib3 2.8.0 - License: MIT @@ -7772,3 +8132,5523 @@ CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. ``` + +### License text 72 + +```text +Apache License +============== + +_Version 2.0, January 2004_ +_<>_ + +### Terms and Conditions for use, reproduction, and distribution + +#### 1. 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But first, please read +. + +Name: libquadmath +Files: numpy.libs/libquadmath*.so +Description: dynamically linked to files compiled with gcc +Availability: https://gcc.gnu.org/git/?p=gcc.git;a=tree;f=libquadmath +License: LGPL-2.1-or-later + + GCC Quad-Precision Math Library + Written by Francois-Xavier Coudert + + This file is part of the libquadmath library. + Libquadmath is free software; you can redistribute it and/or + modify it under the terms of the GNU Library General Public + License as published by the Free Software Foundation; either + version 2.1 of the License, or (at your option) any later version. + + Libquadmath is distributed in the hope that it will be useful, + but WITHOUT ANY WARRANTY; without even the implied warranty of + MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU + Lesser General Public License for more details. + https://www.gnu.org/licenses/old-licenses/lgpl-2.1.html +``` + +### License text 77 + +```text +zlib License + ------------ + + + This software is provided 'as-is', without any express or implied + warranty. In no event will the authors be held liable for any damages + arising from the use of this software. + + Permission is granted to anyone to use this software for any purpose, + including commercial applications, and to alter it and redistribute it + freely, subject to the following restrictions: + + 1. The origin of this software must not be misrepresented; you must not + claim that you wrote the original software. If you use this software + in a product, an acknowledgment in the product documentation would be + appreciated but is not required. + 2. Altered source versions must be plainly marked as such, and must not be + misrepresented as being the original software. + 3. This notice may not be removed or altered from any source distribution. +``` + +### License text 78 + +```text +BSD Zero Clause License + + +Permission to use, copy, modify, and/or distribute this software for any +purpose with or without fee is hereby granted. + +THE SOFTWARE IS PROVIDED "AS IS" AND THE AUTHOR DISCLAIMS ALL WARRANTIES WITH +REGARD TO THIS SOFTWARE INCLUDING ALL IMPLIED WARRANTIES OF MERCHANTABILITY +AND FITNESS. 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Should any part of the License for any +reason be judged legally invalid or ineffective under applicable law, such +partial invalidity or ineffectiveness shall not invalidate the remainder +of the License, and in such case Affirmer hereby affirms that he or she +will not (i) exercise any of his or her remaining Copyright and Related +Rights in the Work or (ii) assert any associated claims and causes of +action with respect to the Work, in either case contrary to Affirmer's +express Statement of Purpose. + +4. Limitations and Disclaimers. + + a. No trademark or patent rights held by Affirmer are waived, abandoned, + surrendered, licensed or otherwise affected by this document. + b. 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Affirmer understands and acknowledges that Creative Commons is not a + party to this document and has no duty or obligation with respect to + this CC0 or use of the Work. +``` + +### License text 80 + +```text +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to +deal in the Software without restriction, including without limitation the +rights to use, copy, modify, merge, publish, distribute, sublicense, and/or +sell copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in +all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING +FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS +IN THE SOFTWARE. + +dragon4.c|h h contains a modified version of Ryan Juckett's Dragon4 +implementation, obtained from https://www.ryanjuckett.com, +which has been ported from C++ to C and which has +modifications specific to printing floats in numpy. + +Ryan Juckett's original code was under the Zlib license; he gave numpy +permission to include it under the MIT license instead. +``` + +### License text 81 + +```text +All rights reserved. + +Redistribution and use in source and binary forms, with or without +modification, are permitted provided that the following conditions are +met: + + * Redistributions of source code must retain the above copyright + notice, this list of conditions and the following disclaimer. + + * Redistributions in binary form must reproduce the above + copyright notice, this list of conditions and the following + disclaimer in the documentation and/or other materials provided + with the distribution. + + * Neither the name of the NumPy Developers nor the names of any + contributors may be used to endorse or promote products derived + from this software without specific prior written permission. + +THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS +"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT +LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR +A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT +OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, +SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT +LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, +DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY +THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT +(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE +OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. +``` + +### License text 82 + +```text +of Tennessee Research Foundation. All rights + reserved. + rights reserved. + reserved. + +$COPYRIGHT$ + +Additional copyrights may follow + +$HEADER$ + +Redistribution and use in source and binary forms, with or without +modification, are permitted provided that the following conditions are +met: + +- Redistributions of source code must retain the above copyright + notice, this list of conditions and the following disclaimer. + +- Redistributions in binary form must reproduce the above copyright + notice, this list of conditions and the following disclaimer listed + in this license in the documentation and/or other materials + provided with the distribution. + +- Neither the name of the copyright holders nor the names of its + contributors may be used to endorse or promote products derived from + this software without specific prior written permission. + +The copyright holders provide no reassurances that the source code +provided does not infringe any patent, copyright, or any other +intellectual property rights of third parties. The copyright holders +disclaim any liability to any recipient for claims brought against +recipient by any third party for infringement of that parties +intellectual property rights. + +THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS +"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT +LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR +A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT +OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, +SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT +LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, +DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY +THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT +(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE +OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. +``` + +### License text 83 + +```text +* Copyright (c) 2006, University of Georgia and Pierre G.F. Gerard-Marchant +* All rights reserved. +* Redistribution and use in source and binary forms, with or without +* modification, are permitted provided that the following conditions are met: +* +* * Redistributions of source code must retain the above copyright +* notice, this list of conditions and the following disclaimer. +* * Redistributions in binary form must reproduce the above copyright +* notice, this list of conditions and the following disclaimer in the +* documentation and/or other materials provided with the distribution. +* * Neither the name of the University of Georgia nor the +* names of its contributors may be used to endorse or promote products +* derived from this software without specific prior written permission. +* +* THIS SOFTWARE IS PROVIDED BY THE REGENTS AND CONTRIBUTORS ``AS IS'' AND ANY +* EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED +* WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE +* DISCLAIMED. IN NO EVENT SHALL THE REGENTS OR CONTRIBUTORS BE LIABLE FOR ANY +* DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES +* (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; +* LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND +* ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT +* (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS +* SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. +``` + +### License text 84 + +```text +**This software is dual-licensed under the The University of Illinois/NCSA +Open Source License (NCSA) and The 3-Clause BSD License** + +# NCSA Open Source License +**Copyright (c) 2019 Kevin Sheppard. All rights reserved.** + +Developed by: Kevin Sheppard (, +) +[http://www.kevinsheppard.com](http://www.kevinsheppard.com) + +Permission is hereby granted, free of charge, to any person obtaining a copy of +this software and associated documentation files (the "Software"), to deal with +the Software without restriction, including without limitation the rights to +use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies +of the Software, and to permit persons to whom the Software is furnished to do +so, subject to the following conditions: + +Redistributions of source code must retain the above copyright notice, this +list of conditions and the following disclaimers. + +Redistributions in binary form must reproduce the above copyright notice, this +list of conditions and the following disclaimers in the documentation and/or +other materials provided with the distribution. + +Neither the names of Kevin Sheppard, nor the names of any contributors may be +used to endorse or promote products derived from this Software without specific +prior written permission. + +**THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +CONTRIBUTORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS WITH +THE SOFTWARE.** + + +# 3-Clause BSD License +**Copyright (c) 2019 Kevin Sheppard. All rights reserved.** + +Redistribution and use in source and binary forms, with or without +modification, are permitted provided that the following conditions are met: + +1. Redistributions of source code must retain the above copyright notice, + this list of conditions and the following disclaimer. + +2. Redistributions in binary form must reproduce the above copyright notice, + this list of conditions and the following disclaimer in the documentation + and/or other materials provided with the distribution. + +3. Neither the name of the copyright holder nor the names of its contributors + may be used to endorse or promote products derived from this software + without specific prior written permission. + +**THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" +AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE +IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE +ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE +LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR +CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF +SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS +INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN +CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) +ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF +THE POSSIBILITY OF SUCH DAMAGE.** + +# Components + +Many parts of this module have been derived from original sources, +often the algorithm's designer. Component licenses are located with +the component code. +``` + +### License text 85 + +```text +## NumPy + +All rights reserved. + +Redistribution and use in source and binary forms, with or without +modification, are permitted provided that the following conditions are +met: + +* Redistributions of source code must retain the above copyright + notice, this list of conditions and the following disclaimer. + +* Redistributions in binary form must reproduce the above + copyright notice, this list of conditions and the following + disclaimer in the documentation and/or other materials provided + with the distribution. + +* Neither the name of the NumPy Developers nor the names of any + contributors may be used to endorse or promote products derived + from this software without specific prior written permission. + +THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS +"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT +LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR +A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT +OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, +SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT +LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, +DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY +THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT +(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE +OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + + +## Julia + +The ziggurat methods were derived from Julia. + +and other contributors: + +https://github.com/JuliaLang/julia/contributors + +Permission is hereby granted, free of charge, to any person obtaining +a copy of this software and associated documentation files (the +"Software"), to deal in the Software without restriction, including +without limitation the rights to use, copy, modify, merge, publish, +distribute, sublicense, and/or sell copies of the Software, and to +permit persons to whom the Software is furnished to do so, subject to +the following conditions: + +The above copyright notice and this permission notice shall be +included in all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, +EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +``` + +### License text 86 + +```text +# MT19937 + + +The rk_random and rk_seed functions algorithms and the original design of +the Mersenne Twister RNG: + + All rights reserved. + + Redistribution and use in source and binary forms, with or without + modification, are permitted provided that the following conditions + are met: + + 1. Redistributions of source code must retain the above copyright + notice, this list of conditions and the following disclaimer. + + 2. Redistributions in binary form must reproduce the above copyright + notice, this list of conditions and the following disclaimer in the + documentation and/or other materials provided with the distribution. + + 3. The names of its contributors may not be used to endorse or promote + products derived from this software without specific prior written + permission. + +THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS +"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT +LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR +A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER +OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, +EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, +PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR +PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF +LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING +NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS +SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + +Original algorithm for the implementation of rk_interval function from +Richard J. Wagner's implementation of the Mersenne Twister RNG, optimised by +Magnus Jonsson. + +Constants used in the rk_double implementation by Isaku Wada. + +Permission is hereby granted, free of charge, to any person obtaining a +copy of this software and associated documentation files (the +"Software"), to deal in the Software without restriction, including +without limitation the rights to use, copy, modify, merge, publish, +distribute, sublicense, and/or sell copies of the Software, and to +permit persons to whom the Software is furnished to do so, subject to +the following conditions: + +The above copyright notice and this permission notice shall be included +in all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS +OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. +IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY +CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, +TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE +SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +``` + +### License text 87 + +```text +# PCG64 + +## The MIT License + +PCG Random Number Generation for C. + + +Permission is hereby granted, free of charge, to any person obtaining +a copy of this software and associated documentation files (the "Software"), +to deal in the Software without restriction, including without limitation +the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in +all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS +FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR +COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER +IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN +CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +``` + +### License text 88 + +```text +# PHILOX + +All rights reserved. + +Redistribution and use in source and binary forms, with or without +modification, are permitted provided that the following conditions are +met: + +* Redistributions of source code must retain the above copyright + notice, this list of conditions, and the following disclaimer. + +* Redistributions in binary form must reproduce the above copyright + notice, this list of conditions, and the following disclaimer in the + documentation and/or other materials provided with the distribution. + +* Neither the name of D. E. Shaw Research nor the names of its + contributors may be used to endorse or promote products derived from + this software without specific prior written permission. + +THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS +"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT +LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR +A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT +OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, +SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT +LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, +DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY +THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT +(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE +OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. +``` + +### License text 89 + +```text +# SFC64 + +## The MIT License + +Adapted from a C++ implementation of Chris Doty-Humphrey's SFC PRNG. + +https://gist.github.com/imneme/f1f7821f07cf76504a97f6537c818083 + + +Permission is hereby granted, free of charge, to any person obtaining a +copy of this software and associated documentation files (the "Software"), +to deal in the Software without restriction, including without limitation +the rights to use, copy, modify, merge, publish, distribute, sublicense, +and/or sell copies of the Software, and to permit persons to whom the +Software is furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in +all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING +FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER +DEALINGS IN THE SOFTWARE. +``` + +### License text 90 + +```text +# SPLITMIX64 + +Written in 2015 by Sebastiano Vigna (vigna@acm.org) + +To the extent possible under law, the author has dedicated all copyright +and related and neighboring rights to this software to the public domain +worldwide. This software is distributed without any warranty. + +See . +``` + +### License text 91 + +```text +MIT License + + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. + +---- + +Forked from the original implementation by Kuimono, under MIT licence, from the repository at: +https://github.com/kuimono/openapi-schema-pydantic + + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +License URL: https://github.com/kuimono/openapi-schema-pydantic/blob/master/LICENSE +``` + +### License text 92 + +```text +Mozilla Public License Version 2.0 +================================== + +1. Definitions +-------------- + +1.1. "Contributor" + means each individual or legal entity that creates, contributes to + the creation of, or owns Covered Software. + +1.2. "Contributor Version" + means the combination of the Contributions of others (if any) used + by a Contributor and that particular Contributor's Contribution. + +1.3. "Contribution" + means Covered Software of a particular Contributor. + +1.4. "Covered Software" + means Source Code Form to which the initial Contributor has attached + the notice in Exhibit A, the Executable Form of such Source Code + Form, and Modifications of such Source Code Form, in each case + including portions thereof. + +1.5. "Incompatible With Secondary Licenses" + means + + (a) that the initial Contributor has attached the notice described + in Exhibit B to the Covered Software; or + + (b) that the Covered Software was made available under the terms of + version 1.1 or earlier of the License, but not also under the + terms of a Secondary License. + +1.6. "Executable Form" + means any form of the work other than Source Code Form. + +1.7. "Larger Work" + means a work that combines Covered Software with other material, in + a separate file or files, that is not Covered Software. + +1.8. "License" + means this document. + +1.9. "Licensable" + means having the right to grant, to the maximum extent possible, + whether at the time of the initial grant or subsequently, any and + all of the rights conveyed by this License. + +1.10. "Modifications" + means any of the following: + + (a) any file in Source Code Form that results from an addition to, + deletion from, or modification of the contents of Covered + Software; or + + (b) any new file in Source Code Form that contains any Covered + Software. + +1.11. "Patent Claims" of a Contributor + means any patent claim(s), including without limitation, method, + process, and apparatus claims, in any patent Licensable by such + Contributor that would be infringed, but for the grant of the + License, by the making, using, selling, offering for sale, having + made, import, or transfer of either its Contributions or its + Contributor Version. + +1.12. "Secondary License" + means either the GNU General Public License, Version 2.0, the GNU + Lesser General Public License, Version 2.1, the GNU Affero General + Public License, Version 3.0, or any later versions of those + licenses. + +1.13. "Source Code Form" + means the form of the work preferred for making modifications. + +1.14. "You" (or "Your") + means an individual or a legal entity exercising rights under this + License. For legal entities, "You" includes any entity that + controls, is controlled by, or is under common control with You. For + purposes of this definition, "control" means (a) the power, direct + or indirect, to cause the direction or management of such entity, + whether by contract or otherwise, or (b) ownership of more than + fifty percent (50%) of the outstanding shares or beneficial + ownership of such entity. + +2. License Grants and Conditions +-------------------------------- + +2.1. Grants + +Each Contributor hereby grants You a world-wide, royalty-free, +non-exclusive license: + +(a) under intellectual property rights (other than patent or trademark) + Licensable by such Contributor to use, reproduce, make available, + modify, display, perform, distribute, and otherwise exploit its + Contributions, either on an unmodified basis, with Modifications, or + as part of a Larger Work; and + +(b) under Patent Claims of such Contributor to make, use, sell, offer + for sale, have made, import, and otherwise transfer either its + Contributions or its Contributor Version. + +2.2. Effective Date + +The licenses granted in Section 2.1 with respect to any Contribution +become effective for each Contribution on the date the Contributor first +distributes such Contribution. + +2.3. Limitations on Grant Scope + +The licenses granted in this Section 2 are the only rights granted under +this License. No additional rights or licenses will be implied from the +distribution or licensing of Covered Software under this License. +Notwithstanding Section 2.1(b) above, no patent license is granted by a +Contributor: + +(a) for any code that a Contributor has removed from Covered Software; + or + +(b) for infringements caused by: (i) Your and any other third party's + modifications of Covered Software, or (ii) the combination of its + Contributions with other software (except as part of its Contributor + Version); or + +(c) under Patent Claims infringed by Covered Software in the absence of + its Contributions. + +This License does not grant any rights in the trademarks, service marks, +or logos of any Contributor (except as may be necessary to comply with +the notice requirements in Section 3.4). + +2.4. Subsequent Licenses + +No Contributor makes additional grants as a result of Your choice to +distribute the Covered Software under a subsequent version of this +License (see Section 10.2) or under the terms of a Secondary License (if +permitted under the terms of Section 3.3). + +2.5. Representation + +Each Contributor represents that the Contributor believes its +Contributions are its original creation(s) or it has sufficient rights +to grant the rights to its Contributions conveyed by this License. + +2.6. Fair Use + +This License is not intended to limit any rights You have under +applicable copyright doctrines of fair use, fair dealing, or other +equivalents. + +2.7. Conditions + +Sections 3.1, 3.2, 3.3, and 3.4 are conditions of the licenses granted +in Section 2.1. + +3. Responsibilities +------------------- + +3.1. Distribution of Source Form + +All distribution of Covered Software in Source Code Form, including any +Modifications that You create or to which You contribute, must be under +the terms of this License. You must inform recipients that the Source +Code Form of the Covered Software is governed by the terms of this +License, and how they can obtain a copy of this License. You may not +attempt to alter or restrict the recipients' rights in the Source Code +Form. + +3.2. Distribution of Executable Form + +If You distribute Covered Software in Executable Form then: + +(a) such Covered Software must also be made available in Source Code + Form, as described in Section 3.1, and You must inform recipients of + the Executable Form how they can obtain a copy of such Source Code + Form by reasonable means in a timely manner, at a charge no more + than the cost of distribution to the recipient; and + +(b) You may distribute such Executable Form under the terms of this + License, or sublicense it under different terms, provided that the + license for the Executable Form does not attempt to limit or alter + the recipients' rights in the Source Code Form under this License. + +3.3. Distribution of a Larger Work + +You may create and distribute a Larger Work under terms of Your choice, +provided that You also comply with the requirements of this License for +the Covered Software. If the Larger Work is a combination of Covered +Software with a work governed by one or more Secondary Licenses, and the +Covered Software is not Incompatible With Secondary Licenses, this +License permits You to additionally distribute such Covered Software +under the terms of such Secondary License(s), so that the recipient of +the Larger Work may, at their option, further distribute the Covered +Software under the terms of either this License or such Secondary +License(s). + +3.4. Notices + +You may not remove or alter the substance of any license notices +(including copyright notices, patent notices, disclaimers of warranty, +or limitations of liability) contained within the Source Code Form of +the Covered Software, except that You may alter any license notices to +the extent required to remedy known factual inaccuracies. + +3.5. Application of Additional Terms + +You may choose to offer, and to charge a fee for, warranty, support, +indemnity or liability obligations to one or more recipients of Covered +Software. However, You may do so only on Your own behalf, and not on +behalf of any Contributor. You must make it absolutely clear that any +such warranty, support, indemnity, or liability obligation is offered by +You alone, and You hereby agree to indemnify every Contributor for any +liability incurred by such Contributor as a result of warranty, support, +indemnity or liability terms You offer. You may include additional +disclaimers of warranty and limitations of liability specific to any +jurisdiction. + +4. Inability to Comply Due to Statute or Regulation +--------------------------------------------------- + +If it is impossible for You to comply with any of the terms of this +License with respect to some or all of the Covered Software due to +statute, judicial order, or regulation then You must: (a) comply with +the terms of this License to the maximum extent possible; and (b) +describe the limitations and the code they affect. Such description must +be placed in a text file included with all distributions of the Covered +Software under this License. Except to the extent prohibited by statute +or regulation, such description must be sufficiently detailed for a +recipient of ordinary skill to be able to understand it. + +5. Termination +-------------- + +5.1. The rights granted under this License will terminate automatically +if You fail to comply with any of its terms. However, if You become +compliant, then the rights granted under this License from a particular +Contributor are reinstated (a) provisionally, unless and until such +Contributor explicitly and finally terminates Your grants, and (b) on an +ongoing basis, if such Contributor fails to notify You of the +non-compliance by some reasonable means prior to 60 days after You have +come back into compliance. Moreover, Your grants from a particular +Contributor are reinstated on an ongoing basis if such Contributor +notifies You of the non-compliance by some reasonable means, this is the +first time You have received notice of non-compliance with this License +from such Contributor, and You become compliant prior to 30 days after +Your receipt of the notice. + +5.2. If You initiate litigation against any entity by asserting a patent +infringement claim (excluding declaratory judgment actions, +counter-claims, and cross-claims) alleging that a Contributor Version +directly or indirectly infringes any patent, then the rights granted to +You by any and all Contributors for the Covered Software under Section +2.1 of this License shall terminate. + +5.3. In the event of termination under Sections 5.1 or 5.2 above, all +end user license agreements (excluding distributors and resellers) which +have been validly granted by You or Your distributors under this License +prior to termination shall survive termination. + +************************************************************************ +* * +* 6. Disclaimer of Warranty * +* ------------------------- * +* * +* Covered Software is provided under this License on an "as is" * +* basis, without warranty of any kind, either expressed, implied, or * +* statutory, including, without limitation, warranties that the * +* Covered Software is free of defects, merchantable, fit for a * +* particular purpose or non-infringing. The entire risk as to the * +* quality and performance of the Covered Software is with You. * +* Should any Covered Software prove defective in any respect, You * +* (not any Contributor) assume the cost of any necessary servicing, * +* repair, or correction. This disclaimer of warranty constitutes an * +* essential part of this License. No use of any Covered Software is * +* authorized under this License except under this disclaimer. * +* * +************************************************************************ + +************************************************************************ +* * +* 7. Limitation of Liability * +* -------------------------- * +* * +* Under no circumstances and under no legal theory, whether tort * +* (including negligence), contract, or otherwise, shall any * +* Contributor, or anyone who distributes Covered Software as * +* permitted above, be liable to You for any direct, indirect, * +* special, incidental, or consequential damages of any character * +* including, without limitation, damages for lost profits, loss of * +* goodwill, work stoppage, computer failure or malfunction, or any * +* and all other commercial damages or losses, even if such party * +* shall have been informed of the possibility of such damages. This * +* limitation of liability shall not apply to liability for death or * +* personal injury resulting from such party's negligence to the * +* extent applicable law prohibits such limitation. Some * +* jurisdictions do not allow the exclusion or limitation of * +* incidental or consequential damages, so this exclusion and * +* limitation may not apply to You. * +* * +************************************************************************ + +8. Litigation +------------- + +Any litigation relating to this License may be brought only in the +courts of a jurisdiction where the defendant maintains its principal +place of business and such litigation shall be governed by laws of that +jurisdiction, without reference to its conflict-of-law provisions. +Nothing in this Section shall prevent a party's ability to bring +cross-claims or counter-claims. + +9. Miscellaneous +---------------- + +This License represents the complete agreement concerning the subject +matter hereof. If any provision of this License is held to be +unenforceable, such provision shall be reformed only to the extent +necessary to make it enforceable. Any law or regulation which provides +that the language of a contract shall be construed against the drafter +shall not be used to construe this License against a Contributor. + +10. Versions of the License +--------------------------- + +10.1. New Versions + +Mozilla Foundation is the license steward. Except as provided in Section +10.3, no one other than the license steward has the right to modify or +publish new versions of this License. Each version will be given a +distinguishing version number. + +10.2. Effect of New Versions + +You may distribute the Covered Software under the terms of the version +of the License under which You originally received the Covered Software, +or under the terms of any subsequent version published by the license +steward. + +10.3. Modified Versions + +If you create software not governed by this License, and you want to +create a new license for such software, you may create and use a +modified version of this License if you rename the license and remove +any references to the name of the license steward (except to note that +such modified license differs from this License). + +10.4. Distributing Source Code Form that is Incompatible With Secondary +Licenses + +If You choose to distribute Source Code Form that is Incompatible With +Secondary Licenses under the terms of this version of the License, the +notice described in Exhibit B of this License must be attached. + +Exhibit A - Source Code Form License Notice +------------------------------------------- + + This Source Code Form is subject to the terms of the Mozilla Public + License, v. 2.0. If a copy of the MPL was not distributed with this + file, You can obtain one at https://mozilla.org/MPL/2.0/. + +If it is not possible or desirable to put the notice in a particular +file, then You may include the notice in a location (such as a LICENSE +file in a relevant directory) where a recipient would be likely to look +for such a notice. + +You may add additional accurate notices of copyright ownership. + +Exhibit B - "Incompatible With Secondary Licenses" Notice +--------------------------------------------------------- + + This Source Code Form is "Incompatible With Secondary Licenses", as + defined by the Mozilla Public License, v. 2.0. +``` + +### License text 93 + +```text +BSD 3-Clause License + +All rights reserved. + + +Redistribution and use in source and binary forms, with or without +modification, are permitted provided that the following conditions are met: + +* Redistributions of source code must retain the above copyright notice, this + list of conditions and the following disclaimer. + +* Redistributions in binary form must reproduce the above copyright notice, + this list of conditions and the following disclaimer in the documentation + and/or other materials provided with the distribution. + +* Neither the name of the copyright holder nor the names of its + contributors may be used to endorse or promote products derived from + this software without specific prior written permission. + +THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" +AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE +IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE +DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE +FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL +DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR +SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER +CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, +OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE +OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. +All rights reserved. + +Redistribution and use in source and binary forms, with or without +modification, are permitted provided that the following conditions are met: + + * Redistributions of source code must retain the above copyright notice, + this list of conditions and the following disclaimer. + + * Redistributions in binary form must reproduce the above copyright + notice, this list of conditions and the following disclaimer in the + documentation and/or other materials provided with the distribution. + +THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" +AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE +IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE +ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE +LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR +CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF +SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS +INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN +CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) +ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE +POSSIBILITY OF SUCH DAMAGE.Copyright 2017- Paul Ganssle + + Licensed under the Apache License, Version 2.0 (the "License"); + you may not use this file except in compliance with the License. + You may obtain a copy of the License at + + http://www.apache.org/licenses/LICENSE-2.0 + + Unless required by applicable law or agreed to in writing, software + distributed under the License is distributed on an "AS IS" BASIS, + WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + See the License for the specific language governing permissions and + limitations under the License. + +The above license applies to all contributions after 2017-12-01, as well as +all contributions that have been re-licensed (see AUTHORS file for the list of +contributors who have re-licensed their code). +-------------------------------------------------------------------------------- +dateutil - Extensions to the standard Python datetime module. + + +All rights reserved. + +Redistribution and use in source and binary forms, with or without +modification, are permitted provided that the following conditions are met: + + * Redistributions of source code must retain the above copyright notice, + this list of conditions and the following disclaimer. + * Redistributions in binary form must reproduce the above copyright notice, + this list of conditions and the following disclaimer in the documentation + and/or other materials provided with the distribution. + * Neither the name of the copyright holder nor the names of its + contributors may be used to endorse or promote products derived from + this software without specific prior written permission. + +THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS +"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT +LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR +A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR +CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, +EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, +PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR +PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF +LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING +NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS +SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + +The above BSD License Applies to all code, even that also covered by Apache 2.0.# MIT License + + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. +Based on http://opensource.org/licenses/MIT + +This is a template. Complete and ship as file LICENSE the following 2 +lines (only) + +YEAR: +COPYRIGHT HOLDER: + +and specify as + +License: MIT + file LICENSE + + +Permission is hereby granted, free of charge, to any person obtaining +a copy of this software and associated documentation files (the +"Software"), to deal in the Software without restriction, including +without limitation the rights to use, copy, modify, merge, publish, +distribute, sublicense, and/or sell copies of the Software, and to +permit persons to whom the Software is furnished to do so, subject to +the following conditions: + +The above copyright notice and this permission notice shall be +included in all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, +EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +The MIT License + + +Permission is hereby granted, free of charge, to any person obtaining +a copy of this software and associated documentation files (the +"Software"), to deal in the Software without restriction, including +without limitation the rights to use, copy, modify, merge, publish, +distribute, sublicense, and/or sell copies of the Software, and to +permit persons to whom the Software is furnished to do so, subject to +the following conditions: + +The above copyright notice and this permission notice shall be +included in all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, +EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS +BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN +ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN +CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE.musl as a whole is licensed under the following standard MIT license: + +---------------------------------------------------------------------- + +Permission is hereby granted, free of charge, to any person obtaining +a copy of this software and associated documentation files (the +"Software"), to deal in the Software without restriction, including +without limitation the rights to use, copy, modify, merge, publish, +distribute, sublicense, and/or sell copies of the Software, and to +permit persons to whom the Software is furnished to do so, subject to +the following conditions: + +The above copyright notice and this permission notice shall be +included in all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, +EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. +IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY +CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, +TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE +SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +---------------------------------------------------------------------- + +Authors/contributors include: + +A. Wilcox +Ada Worcester +Alex Dowad +Alex Suykov +Alexander Monakov +Andre McCurdy +Andrew Kelley +Anthony G. Basile +Aric Belsito +Arvid Picciani +Bartosz Brachaczek +Benjamin Peterson +Bobby Bingham +Boris Brezillon +Brent Cook +Chris Spiegel +Clément Vasseur +Daniel Micay +Daniel Sabogal +Daurnimator +David Carlier +David Edelsohn +Denys Vlasenko +Dmitry Ivanov +Dmitry V. Levin +Drew DeVault +Emil Renner Berthing +Fangrui Song +Felix Fietkau +Felix Janda +Gianluca Anzolin +Hauke Mehrtens +He X +Hiltjo Posthuma +Isaac Dunham +Jaydeep Patil +Jens Gustedt +Jeremy Huntwork +Jo-Philipp Wich +Joakim Sindholt +John Spencer +Julien Ramseier +Justin Cormack +Kaarle Ritvanen +Khem Raj +Kylie McClain +Leah Neukirchen +Luca Barbato +Luka Perkov +M Farkas-Dyck (Strake) +Mahesh Bodapati +Markus Wichmann +Masanori Ogino +Michael Clark +Michael Forney +Mikhail Kremnyov +Natanael Copa +Nicholas J. Kain +orc +Pascal Cuoq +Patrick Oppenlander +Petr Hosek +Petr Skocik +Pierre Carrier +Reini Urban +Rich Felker +Richard Pennington +Ryan Fairfax +Samuel Holland +Segev Finer +Shiz +sin +Solar Designer +Stefan Kristiansson +Stefan O'Rear +Szabolcs Nagy +Timo Teräs +Trutz Behn +Valentin Ochs +Will Dietz +William Haddon +William Pitcock + +Portions of this software are derived from third-party works licensed +under terms compatible with the above MIT license: + +The TRE regular expression implementation (src/regex/reg* and +src/regex/tre*) is Copyright © 2001-2008 Ville Laurikari and licensed +under a 2-clause BSD license (license text in the source files). The +included version has been heavily modified by Rich Felker in 2012, in +the interests of size, simplicity, and namespace cleanliness. + +Much of the math library code (src/math/* and src/complex/*) is +and labelled as such in comments in the individual source files. All +have been licensed under extremely permissive terms. + +The ARM memcpy code (src/string/arm/memcpy.S) is Copyright © 2008 +The Android Open Source Project and is licensed under a two-clause BSD +license. It was taken from Bionic libc, used on Android. + +The AArch64 memcpy and memset code (src/string/aarch64/*) are + +The implementation of DES for crypt (src/crypt/crypt_des.c) is + +The implementation of blowfish crypt (src/crypt/crypt_blowfish.c) was +originally written by Solar Designer and placed into the public +domain. The code also comes with a fallback permissive license for use +in jurisdictions that may not recognize the public domain. + +The smoothsort implementation (src/stdlib/qsort.c) is Copyright © 2011 +Valentin Ochs and is licensed under an MIT-style license. + +The x86_64 port was written by Nicholas J. Kain and is licensed under +the standard MIT terms. + +The mips and microblaze ports were originally written by Richard +Pennington for use in the ellcc project. The original code was adapted +by Rich Felker for build system and code conventions during upstream +integration. It is licensed under the standard MIT terms. + +The mips64 port was contributed by Imagination Technologies and is +licensed under the standard MIT terms. + +The powerpc port was also originally written by Richard Pennington, +and later supplemented and integrated by John Spencer. It is licensed +under the standard MIT terms. + +All other files which have no copyright comments are original works +produced specifically for use as part of this library, written either +by Rich Felker, the main author of the library, or by one or more +contibutors listed above. Details on authorship of individual files +can be found in the git version control history of the project. The +omission of copyright and license comments in each file is in the +interest of source tree size. + +In addition, permission is hereby granted for all public header files +(include/* and arch/*/bits/*) and crt files intended to be linked into +applications (crt/*, ldso/dlstart.c, and arch/*/crt_arch.h) to omit +the copyright notice and permission notice otherwise required by the +license, and to use these files without any requirement of +attribution. These files include substantial contributions from: + +Bobby Bingham +John Spencer +Nicholas J. Kain +Rich Felker +Richard Pennington +Stefan Kristiansson +Szabolcs Nagy + +all of whom have explicitly granted such permission. + +This file previously contained text expressing a belief that most of +the files covered by the above exception were sufficiently trivial not +to be subject to copyright, resulting in confusion over whether it +negated the permissions granted in the license. In the spirit of +permissive licensing, and of not having licensing issues being an +obstacle to adoption, that text has been removed.Copyright (c) 2005-2023, NumPy Developers. +All rights reserved. + +Redistribution and use in source and binary forms, with or without +modification, are permitted provided that the following conditions are +met: + + * Redistributions of source code must retain the above copyright + notice, this list of conditions and the following disclaimer. + + * Redistributions in binary form must reproduce the above + copyright notice, this list of conditions and the following + disclaimer in the documentation and/or other materials provided + with the distribution. + + * Neither the name of the NumPy Developers nor the names of any + contributors may be used to endorse or promote products derived + from this software without specific prior written permission. + +THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS +"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT +LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR +A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT +OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, +SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT +LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, +DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY +THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT +(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE +OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + Apache License + Version 2.0, January 2004 + http://www.apache.org/licenses/ + + TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION + + 1. 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Redistributions in binary form must reproduce the above copyright + notice, this list of conditions and the following disclaimer in the + documentation and/or other materials provided with the distribution. + +THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND +ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED +WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE +DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE +FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL +DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR +SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER +CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, +OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE +OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.A. HISTORY OF THE SOFTWARE +========================== + +Python was created in the early 1990s by Guido van Rossum at Stichting +Mathematisch Centrum (CWI, see https://www.cwi.nl) in the Netherlands +as a successor of a language called ABC. Guido remains Python's +principal author, although it includes many contributions from others. + +In 1995, Guido continued his work on Python at the Corporation for +National Research Initiatives (CNRI, see https://www.cnri.reston.va.us) +in Reston, Virginia where he released several versions of the +software. + +In May 2000, Guido and the Python core development team moved to +BeOpen.com to form the BeOpen PythonLabs team. In October of the same +year, the PythonLabs team moved to Digital Creations, which became +Zope Corporation. In 2001, the Python Software Foundation (PSF, see +https://www.python.org/psf/) was formed, a non-profit organization +created specifically to own Python-related Intellectual Property. +Zope Corporation was a sponsoring member of the PSF. + +All Python releases are Open Source (see https://opensource.org for +the Open Source Definition). Historically, most, but not all, Python +releases have also been GPL-compatible; the table below summarizes +the various releases. + + Release Derived Year Owner GPL- + from compatible? (1) + + 0.9.0 thru 1.2 1991-1995 CWI yes + 1.3 thru 1.5.2 1.2 1995-1999 CNRI yes + 1.6 1.5.2 2000 CNRI no + 2.0 1.6 2000 BeOpen.com no + 1.6.1 1.6 2001 CNRI yes (2) + 2.1 2.0+1.6.1 2001 PSF no + 2.0.1 2.0+1.6.1 2001 PSF yes + 2.1.1 2.1+2.0.1 2001 PSF yes + 2.1.2 2.1.1 2002 PSF yes + 2.1.3 2.1.2 2002 PSF yes + 2.2 and above 2.1.1 2001-now PSF yes + +Footnotes: + +(1) GPL-compatible doesn't mean that we're distributing Python under + the GPL. All Python licenses, unlike the GPL, let you distribute + a modified version without making your changes open source. The + GPL-compatible licenses make it possible to combine Python with + other software that is released under the GPL; the others don't. + +(2) According to Richard Stallman, 1.6.1 is not GPL-compatible, + because its license has a choice of law clause. According to + CNRI, however, Stallman's lawyer has told CNRI's lawyer that 1.6.1 + is "not incompatible" with the GPL. + +Thanks to the many outside volunteers who have worked under Guido's +direction to make these releases possible. + + +B. TERMS AND CONDITIONS FOR ACCESSING OR OTHERWISE USING PYTHON +=============================================================== + +Python software and documentation are licensed under the +Python Software Foundation License Version 2. + +Starting with Python 3.8.6, examples, recipes, and other code in +the documentation are dual licensed under the PSF License Version 2 +and the Zero-Clause BSD license. + +Some software incorporated into Python is under different licenses. +The licenses are listed with code falling under that license. + + +PYTHON SOFTWARE FOUNDATION LICENSE VERSION 2 +-------------------------------------------- + +1. This LICENSE AGREEMENT is between the Python Software Foundation +("PSF"), and the Individual or Organization ("Licensee") accessing and +otherwise using this software ("Python") in source or binary form and +its associated documentation. + +2. Subject to the terms and conditions of this License Agreement, PSF hereby +grants Licensee a nonexclusive, royalty-free, world-wide license to reproduce, +analyze, test, perform and/or display publicly, prepare derivative works, +distribute, and otherwise use Python alone or in any derivative version, +provided, however, that PSF's License Agreement and PSF's notice of copyright, +i.e., "Copyright (c) 2001, 2002, 2003, 2004, 2005, 2006, 2007, 2008, 2009, 2010, +2011, 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020, 2021, 2022, 2023 Python Software Foundation; +All Rights Reserved" are retained in Python alone or in any derivative version +prepared by Licensee. + +3. In the event Licensee prepares a derivative work that is based on +or incorporates Python or any part thereof, and wants to make +the derivative work available to others as provided herein, then +Licensee hereby agrees to include in any such work a brief summary of +the changes made to Python. + +4. PSF is making Python available to Licensee on an "AS IS" +basis. PSF MAKES NO REPRESENTATIONS OR WARRANTIES, EXPRESS OR +IMPLIED. BY WAY OF EXAMPLE, BUT NOT LIMITATION, PSF MAKES NO AND +DISCLAIMS ANY REPRESENTATION OR WARRANTY OF MERCHANTABILITY OR FITNESS +FOR ANY PARTICULAR PURPOSE OR THAT THE USE OF PYTHON WILL NOT +INFRINGE ANY THIRD PARTY RIGHTS. + +5. PSF SHALL NOT BE LIABLE TO LICENSEE OR ANY OTHER USERS OF PYTHON +FOR ANY INCIDENTAL, SPECIAL, OR CONSEQUENTIAL DAMAGES OR LOSS AS +A RESULT OF MODIFYING, DISTRIBUTING, OR OTHERWISE USING PYTHON, +OR ANY DERIVATIVE THEREOF, EVEN IF ADVISED OF THE POSSIBILITY THEREOF. + +6. This License Agreement will automatically terminate upon a material +breach of its terms and conditions. + +7. Nothing in this License Agreement shall be deemed to create any +relationship of agency, partnership, or joint venture between PSF and +Licensee. This License Agreement does not grant permission to use PSF +trademarks or trade name in a trademark sense to endorse or promote +products or services of Licensee, or any third party. + +8. By copying, installing or otherwise using Python, Licensee +agrees to be bound by the terms and conditions of this License +Agreement. + + +BEOPEN.COM LICENSE AGREEMENT FOR PYTHON 2.0 +------------------------------------------- + +BEOPEN PYTHON OPEN SOURCE LICENSE AGREEMENT VERSION 1 + +1. This LICENSE AGREEMENT is between BeOpen.com ("BeOpen"), having an +office at 160 Saratoga Avenue, Santa Clara, CA 95051, and the +Individual or Organization ("Licensee") accessing and otherwise using +this software in source or binary form and its associated +documentation ("the Software"). + +2. Subject to the terms and conditions of this BeOpen Python License +Agreement, BeOpen hereby grants Licensee a non-exclusive, +royalty-free, world-wide license to reproduce, analyze, test, perform +and/or display publicly, prepare derivative works, distribute, and +otherwise use the Software alone or in any derivative version, +provided, however, that the BeOpen Python License is retained in the +Software, alone or in any derivative version prepared by Licensee. + +3. BeOpen is making the Software available to Licensee on an "AS IS" +basis. BEOPEN MAKES NO REPRESENTATIONS OR WARRANTIES, EXPRESS OR +IMPLIED. BY WAY OF EXAMPLE, BUT NOT LIMITATION, BEOPEN MAKES NO AND +DISCLAIMS ANY REPRESENTATION OR WARRANTY OF MERCHANTABILITY OR FITNESS +FOR ANY PARTICULAR PURPOSE OR THAT THE USE OF THE SOFTWARE WILL NOT +INFRINGE ANY THIRD PARTY RIGHTS. + +4. BEOPEN SHALL NOT BE LIABLE TO LICENSEE OR ANY OTHER USERS OF THE +SOFTWARE FOR ANY INCIDENTAL, SPECIAL, OR CONSEQUENTIAL DAMAGES OR LOSS +AS A RESULT OF USING, MODIFYING OR DISTRIBUTING THE SOFTWARE, OR ANY +DERIVATIVE THEREOF, EVEN IF ADVISED OF THE POSSIBILITY THEREOF. + +5. This License Agreement will automatically terminate upon a material +breach of its terms and conditions. + +6. This License Agreement shall be governed by and interpreted in all +respects by the law of the State of California, excluding conflict of +law provisions. Nothing in this License Agreement shall be deemed to +create any relationship of agency, partnership, or joint venture +between BeOpen and Licensee. This License Agreement does not grant +permission to use BeOpen trademarks or trade names in a trademark +sense to endorse or promote products or services of Licensee, or any +third party. As an exception, the "BeOpen Python" logos available at +http://www.pythonlabs.com/logos.html may be used according to the +permissions granted on that web page. + +7. By copying, installing or otherwise using the software, Licensee +agrees to be bound by the terms and conditions of this License +Agreement. + + +CNRI LICENSE AGREEMENT FOR PYTHON 1.6.1 +--------------------------------------- + +1. This LICENSE AGREEMENT is between the Corporation for National +Research Initiatives, having an office at 1895 Preston White Drive, +Reston, VA 20191 ("CNRI"), and the Individual or Organization +("Licensee") accessing and otherwise using Python 1.6.1 software in +source or binary form and its associated documentation. + +2. Subject to the terms and conditions of this License Agreement, CNRI +hereby grants Licensee a nonexclusive, royalty-free, world-wide +license to reproduce, analyze, test, perform and/or display publicly, +prepare derivative works, distribute, and otherwise use Python 1.6.1 +alone or in any derivative version, provided, however, that CNRI's +License Agreement and CNRI's notice of copyright, i.e., "Copyright (c) +1995-2001 Corporation for National Research Initiatives; All Rights +Reserved" are retained in Python 1.6.1 alone or in any derivative +version prepared by Licensee. Alternately, in lieu of CNRI's License +Agreement, Licensee may substitute the following text (omitting the +quotes): "Python 1.6.1 is made available subject to the terms and +conditions in CNRI's License Agreement. This Agreement together with +Python 1.6.1 may be located on the internet using the following +unique, persistent identifier (known as a handle): 1895.22/1013. This +Agreement may also be obtained from a proxy server on the internet +using the following URL: http://hdl.handle.net/1895.22/1013". + +3. In the event Licensee prepares a derivative work that is based on +or incorporates Python 1.6.1 or any part thereof, and wants to make +the derivative work available to others as provided herein, then +Licensee hereby agrees to include in any such work a brief summary of +the changes made to Python 1.6.1. + +4. CNRI is making Python 1.6.1 available to Licensee on an "AS IS" +basis. CNRI MAKES NO REPRESENTATIONS OR WARRANTIES, EXPRESS OR +IMPLIED. BY WAY OF EXAMPLE, BUT NOT LIMITATION, CNRI MAKES NO AND +DISCLAIMS ANY REPRESENTATION OR WARRANTY OF MERCHANTABILITY OR FITNESS +FOR ANY PARTICULAR PURPOSE OR THAT THE USE OF PYTHON 1.6.1 WILL NOT +INFRINGE ANY THIRD PARTY RIGHTS. + +5. CNRI SHALL NOT BE LIABLE TO LICENSEE OR ANY OTHER USERS OF PYTHON +1.6.1 FOR ANY INCIDENTAL, SPECIAL, OR CONSEQUENTIAL DAMAGES OR LOSS AS +A RESULT OF MODIFYING, DISTRIBUTING, OR OTHERWISE USING PYTHON 1.6.1, +OR ANY DERIVATIVE THEREOF, EVEN IF ADVISED OF THE POSSIBILITY THEREOF. + +6. This License Agreement will automatically terminate upon a material +breach of its terms and conditions. + +7. This License Agreement shall be governed by the federal +intellectual property law of the United States, including without +limitation the federal copyright law, and, to the extent such +U.S. federal law does not apply, by the law of the Commonwealth of +Virginia, excluding Virginia's conflict of law provisions. +Notwithstanding the foregoing, with regard to derivative works based +on Python 1.6.1 that incorporate non-separable material that was +previously distributed under the GNU General Public License (GPL), the +law of the Commonwealth of Virginia shall govern this License +Agreement only as to issues arising under or with respect to +Paragraphs 4, 5, and 7 of this License Agreement. Nothing in this +License Agreement shall be deemed to create any relationship of +agency, partnership, or joint venture between CNRI and Licensee. This +License Agreement does not grant permission to use CNRI trademarks or +trade name in a trademark sense to endorse or promote products or +services of Licensee, or any third party. + +8. By clicking on the "ACCEPT" button where indicated, or by copying, +installing or otherwise using Python 1.6.1, Licensee agrees to be +bound by the terms and conditions of this License Agreement. + + ACCEPT + + +CWI LICENSE AGREEMENT FOR PYTHON 0.9.0 THROUGH 1.2 +-------------------------------------------------- + +The Netherlands. All rights reserved. + +Permission to use, copy, modify, and distribute this software and its +documentation for any purpose and without fee is hereby granted, +provided that the above copyright notice appear in all copies and that +both that copyright notice and this permission notice appear in +supporting documentation, and that the name of Stichting Mathematisch +Centrum or CWI not be used in advertising or publicity pertaining to +distribution of the software without specific, written prior +permission. + +STICHTING MATHEMATISCH CENTRUM DISCLAIMS ALL WARRANTIES WITH REGARD TO +THIS SOFTWARE, INCLUDING ALL IMPLIED WARRANTIES OF MERCHANTABILITY AND +FITNESS, IN NO EVENT SHALL STICHTING MATHEMATISCH CENTRUM BE LIABLE +FOR ANY SPECIAL, INDIRECT OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES +WHATSOEVER RESULTING FROM LOSS OF USE, DATA OR PROFITS, WHETHER IN AN +ACTION OF CONTRACT, NEGLIGENCE OR OTHER TORTIOUS ACTION, ARISING OUT +OF OR IN CONNECTION WITH THE USE OR PERFORMANCE OF THIS SOFTWARE. + +ZERO-CLAUSE BSD LICENSE FOR CODE IN THE PYTHON DOCUMENTATION +---------------------------------------------------------------------- + +Permission to use, copy, modify, and/or distribute this software for any +purpose with or without fee is hereby granted. + +THE SOFTWARE IS PROVIDED "AS IS" AND THE AUTHOR DISCLAIMS ALL WARRANTIES WITH +REGARD TO THIS SOFTWARE INCLUDING ALL IMPLIED WARRANTIES OF MERCHANTABILITY +AND FITNESS. IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR ANY SPECIAL, DIRECT, +INDIRECT, OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES WHATSOEVER RESULTING FROM +LOSS OF USE, DATA OR PROFITS, WHETHER IN AN ACTION OF CONTRACT, NEGLIGENCE OR +OTHER TORTIOUS ACTION, ARISING OUT OF OR IN CONNECTION WITH THE USE OR +PERFORMANCE OF THIS SOFTWARE. +All rights reserved. + +Redistribution and use in source and binary forms, with or without +modification, are permitted provided that the following conditions are met: + +* Redistributions of source code must retain the above copyright notice, this + list of conditions and the following disclaimer. + +* Redistributions in binary form must reproduce the above copyright notice, + this list of conditions and the following disclaimer in the documentation + and/or other materials provided with the distribution. + +* Neither the name of the {organization} nor the names of its + contributors may be used to endorse or promote products derived from + this software without specific prior written permission. + +THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" +AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE +IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE +DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE +FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL +DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR +SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER +CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, +OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE +OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.Copyright (c) 2017 Anthony Sottile + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in +all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN +THE SOFTWARE.Copyright (c) 2015-2019 Jared Hobbs + +Permission is hereby granted, free of charge, to any person obtaining a copy of +this software and associated documentation files (the "Software"), to deal in +the Software without restriction, including without limitation the rights to +use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies +of the Software, and to permit persons to whom the Software is furnished to do +so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE.Developed by ESN, an Electronic Arts Inc. studio. +All rights reserved. + +Redistribution and use in source and binary forms, with or without +modification, are permitted provided that the following conditions are met: +* Redistributions of source code must retain the above copyright +notice, this list of conditions and the following disclaimer. +* Redistributions in binary form must reproduce the above copyright +notice, this list of conditions and the following disclaimer in the +documentation and/or other materials provided with the distribution. +* Neither the name of ESN, Electronic Arts Inc. nor the +names of its contributors may be used to endorse or promote products +derived from this software without specific prior written permission. + +THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND +ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED +WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE +DISCLAIMED. IN NO EVENT SHALL ELECTRONIC ARTS INC. BE LIABLE +FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES +(INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; +LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND +ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT +(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS +SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + +---- + +Portions of code from MODP_ASCII - Ascii transformations (upper/lower, etc) +https://github.com/client9/stringencoders + + Nick Galbreath -- nickg [at] modp [dot] com + All rights reserved. + + Redistribution and use in source and binary forms, with or without + modification, are permitted provided that the following conditions are + met: + + Redistributions of source code must retain the above copyright + notice, this list of conditions and the following disclaimer. + + Redistributions in binary form must reproduce the above copyright + notice, this list of conditions and the following disclaimer in the + documentation and/or other materials provided with the distribution. + + Neither the name of the modp.com nor the names of its + contributors may be used to endorse or promote products derived from + this software without specific prior written permission. + + THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT + OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, + SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT + LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, + DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY + THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT + (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE + OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + + This is the standard "new" BSD license: + http://www.opensource.org/licenses/bsd-license.php + +https://github.com/client9/stringencoders/blob/cfd5c1507325ae497ea9bacdacba12c0ffd79d30/COPYING + +---- + +Numeric decoder derived from from TCL library +https://opensource.apple.com/source/tcl/tcl-14/tcl/license.terms + * Copyright (c) 1988-1993 The Regents of the University of California. + * Copyright (c) 1994 Sun Microsystems, Inc. + + This software is copyrighted by the Regents of the University of + California, Sun Microsystems, Inc., Scriptics Corporation, ActiveState + Corporation and other parties. The following terms apply to all files + associated with the software unless explicitly disclaimed in + individual files. + + The authors hereby grant permission to use, copy, modify, distribute, + and license this software and its documentation for any purpose, provided + that existing copyright notices are retained in all copies and that this + notice is included verbatim in any distributions. No written agreement, + license, or royalty fee is required for any of the authorized uses. + Modifications to this software may be copyrighted by their authors + and need not follow the licensing terms described here, provided that + the new terms are clearly indicated on the first page of each file where + they apply. + + IN NO EVENT SHALL THE AUTHORS OR DISTRIBUTORS BE LIABLE TO ANY PARTY + FOR DIRECT, INDIRECT, SPECIAL, INCIDENTAL, OR CONSEQUENTIAL DAMAGES + ARISING OUT OF THE USE OF THIS SOFTWARE, ITS DOCUMENTATION, OR ANY + DERIVATIVES THEREOF, EVEN IF THE AUTHORS HAVE BEEN ADVISED OF THE + POSSIBILITY OF SUCH DAMAGE. + + THE AUTHORS AND DISTRIBUTORS SPECIFICALLY DISCLAIM ANY WARRANTIES, + INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY, + FITNESS FOR A PARTICULAR PURPOSE, AND NON-INFRINGEMENT. THIS SOFTWARE + IS PROVIDED ON AN "AS IS" BASIS, AND THE AUTHORS AND DISTRIBUTORS HAVE + NO OBLIGATION TO PROVIDE MAINTENANCE, SUPPORT, UPDATES, ENHANCEMENTS, OR + MODIFICATIONS. + + GOVERNMENT USE: If you are acquiring this software on behalf of the + U.S. government, the Government shall have only "Restricted Rights" + in the software and related documentation as defined in the Federal + Acquisition Regulations (FARs) in Clause 52.227.19 (c) (2). If you + are acquiring the software on behalf of the Department of Defense, the + software shall be classified as "Commercial Computer Software" and the + Government shall have only "Restricted Rights" as defined in Clause + 252.227-7013 (c) (1) of DFARs. Notwithstanding the foregoing, the + authors grant the U.S. Government and others acting in its behalf + permission to use and distribute the software in accordance with the + terms specified in this license. +``` + +### License text 94 + +```text +The Python Imaging Library (PIL) is + + +Pillow is the friendly PIL fork. It is + + +Like PIL, Pillow is licensed under the open source MIT-CMU License: + +By obtaining, using, and/or copying this software and/or its associated +documentation, you agree that you have read, understood, and will comply +with the following terms and conditions: + +Permission to use, copy, modify and distribute this software and its +documentation for any purpose and without fee is hereby granted, +provided that the above copyright notice appears in all copies, and that +both that copyright notice and this permission notice appear in supporting +documentation, and that the name of Secret Labs AB or the author not be +used in advertising or publicity pertaining to distribution of the software +without specific, written prior permission. + +SECRET LABS AB AND THE AUTHOR DISCLAIMS ALL WARRANTIES WITH REGARD TO THIS +SOFTWARE, INCLUDING ALL IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS. +IN NO EVENT SHALL SECRET LABS AB OR THE AUTHOR BE LIABLE FOR ANY SPECIAL, +INDIRECT OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES WHATSOEVER RESULTING FROM +LOSS OF USE, DATA OR PROFITS, WHETHER IN AN ACTION OF CONTRACT, NEGLIGENCE +OR OTHER TORTIOUS ACTION, ARISING OUT OF OR IN CONNECTION WITH THE USE OR +PERFORMANCE OF THIS SOFTWARE. + + +---- + +AOM + + +Redistribution and use in source and binary forms, with or without +modification, are permitted provided that the following conditions +are met: + +1. Redistributions of source code must retain the above copyright + notice, this list of conditions and the following disclaimer. + +2. Redistributions in binary form must reproduce the above copyright + notice, this list of conditions and the following disclaimer in + the documentation and/or other materials provided with the + distribution. + +THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS +"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT +LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS +FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE +COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, +INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, +BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; +LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER +CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT +LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN +ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE +POSSIBILITY OF SUCH DAMAGE. + + +---- + +BROTLI + + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in +all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN +THE SOFTWARE. + + +---- + +BZIP2 + + +-------------------------------------------------------------------------- + +This program, "bzip2", the associated library "libbzip2", and all +documentation, are copyright (C) 1996-2019 Julian R Seward. All +rights reserved. + +Redistribution and use in source and binary forms, with or without +modification, are permitted provided that the following conditions +are met: + +1. Redistributions of source code must retain the above copyright + notice, this list of conditions and the following disclaimer. + +2. The origin of this software must not be misrepresented; you must + not claim that you wrote the original software. If you use this + software in a product, an acknowledgment in the product + documentation would be appreciated but is not required. + +3. Altered source versions must be plainly marked as such, and must + not be misrepresented as being the original software. + +4. The name of the author may not be used to endorse or promote + products derived from this software without specific prior written + permission. + +THIS SOFTWARE IS PROVIDED BY THE AUTHOR ``AS IS'' AND ANY EXPRESS +OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED +WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE +ARE DISCLAIMED. IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR ANY +DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL +DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE +GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS +INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, +WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING +NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS +SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + +Julian Seward, jseward@acm.org +bzip2/libbzip2 version 1.0.8 of 13 July 2019 + +-------------------------------------------------------------------------- + + +---- + +DAV1D + +All rights reserved. + +Redistribution and use in source and binary forms, with or without +modification, are permitted provided that the following conditions are met: + +1. Redistributions of source code must retain the above copyright notice, this + list of conditions and the following disclaimer. + +2. Redistributions in binary form must reproduce the above copyright notice, + this list of conditions and the following disclaimer in the documentation + and/or other materials provided with the distribution. + +THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND +ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED +WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE +DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR +ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES +(INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; +LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND +ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT +(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS +SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + + +---- + +FREETYPE2 + +The FreeType 2 font engine is copyrighted work and cannot be used +legally without a software license. In order to make this project +usable to a vast majority of developers, we distribute it under two +mutually exclusive open-source licenses. + +This means that *you* must choose *one* of the two licenses described +below, then obey all its terms and conditions when using FreeType 2 in +any of your projects or products. + + - The FreeType License, found in the file `docs/FTL.TXT`, which is + similar to the original BSD license *with* an advertising clause + that forces you to explicitly cite the FreeType project in your + product's documentation. All details are in the license file. + This license is suited to products which don't use the GNU General + Public License. + + Note that this license is compatible to the GNU General Public + License version 3, but not version 2. + + - The GNU General Public License version 2, found in + `docs/GPLv2.TXT` (any later version can be used also), for + programs which already use the GPL. Note that the FTL is + incompatible with GPLv2 due to its advertisement clause. + +The contributed BDF and PCF drivers come with a license similar to +that of the X Window System. It is compatible to the above two +licenses (see files `src/bdf/README` and `src/pcf/README`). The same +holds for the source code files `src/base/fthash.c` and +`include/freetype/internal/fthash.h`; they were part of the BDF driver +in earlier FreeType versions. + +The gzip module uses the zlib license (see `src/gzip/zlib.h`) which +too is compatible to the above two licenses. + +The files `src/autofit/ft-hb.c` and `src/autofit/ft-hb.h` contain code +taken almost verbatim from the HarfBuzz file `hb-ft.cc`, which uses +the 'Old MIT' license, compatible to the above two licenses. + +The MD5 checksum support (only used for debugging in development +builds) is in the public domain. + +-------------------------------------------------------------------------- + + The FreeType Project LICENSE + ---------------------------- + + 2006-Jan-27 + + David Turner, Robert Wilhelm, and Werner Lemberg + + + +Introduction +============ + + The FreeType Project is distributed in several archive packages; + some of them may contain, in addition to the FreeType font engine, + various tools and contributions which rely on, or relate to, the + FreeType Project. + + This license applies to all files found in such packages, and + which do not fall under their own explicit license. The license + affects thus the FreeType font engine, the test programs, + documentation and makefiles, at the very least. + + This license was inspired by the BSD, Artistic, and IJG + (Independent JPEG Group) licenses, which all encourage inclusion + and use of free software in commercial and freeware products + alike. As a consequence, its main points are that: + + o We don't promise that this software works. However, we will be + interested in any kind of bug reports. (`as is' distribution) + + o You can use this software for whatever you want, in parts or + full form, without having to pay us. (`royalty-free' usage) + + o You may not pretend that you wrote this software. If you use + it, or only parts of it, in a program, you must acknowledge + somewhere in your documentation that you have used the + FreeType code. (`credits') + + We specifically permit and encourage the inclusion of this + software, with or without modifications, in commercial products. + We disclaim all warranties covering The FreeType Project and + assume no liability related to The FreeType Project. + + + Finally, many people asked us for a preferred form for a + credit/disclaimer to use in compliance with this license. We thus + encourage you to use the following text: + + """ + Portions of this software are copyright © The FreeType + Project (www.freetype.org). All rights reserved. + """ + + Please replace with the value from the FreeType version you + actually use. + + +Legal Terms +=========== + +0. Definitions +-------------- + + Throughout this license, the terms `package', `FreeType Project', + and `FreeType archive' refer to the set of files originally + distributed by the authors (David Turner, Robert Wilhelm, and + Werner Lemberg) as the `FreeType Project', be they named as alpha, + beta or final release. + + `You' refers to the licensee, or person using the project, where + `using' is a generic term including compiling the project's source + code as well as linking it to form a `program' or `executable'. + This program is referred to as `a program using the FreeType + engine'. + + This license applies to all files distributed in the original + FreeType Project, including all source code, binaries and + documentation, unless otherwise stated in the file in its + original, unmodified form as distributed in the original archive. + If you are unsure whether or not a particular file is covered by + this license, you must contact us to verify this. + + The FreeType Project is copyright (C) 1996-2000 by David Turner, + Robert Wilhelm, and Werner Lemberg. All rights reserved except as + specified below. + +1. No Warranty +-------------- + + THE FREETYPE PROJECT IS PROVIDED `AS IS' WITHOUT WARRANTY OF ANY + KIND, EITHER EXPRESS OR IMPLIED, INCLUDING, BUT NOT LIMITED TO, + WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR + PURPOSE. IN NO EVENT WILL ANY OF THE AUTHORS OR COPYRIGHT HOLDERS + BE LIABLE FOR ANY DAMAGES CAUSED BY THE USE OR THE INABILITY TO + USE, OF THE FREETYPE PROJECT. + +2. Redistribution +----------------- + + This license grants a worldwide, royalty-free, perpetual and + irrevocable right and license to use, execute, perform, compile, + display, copy, create derivative works of, distribute and + sublicense the FreeType Project (in both source and object code + forms) and derivative works thereof for any purpose; and to + authorize others to exercise some or all of the rights granted + herein, subject to the following conditions: + + o Redistribution of source code must retain this license file + (`FTL.TXT') unaltered; any additions, deletions or changes to + the original files must be clearly indicated in accompanying + documentation. The copyright notices of the unaltered, + original files must be preserved in all copies of source + files. + + o Redistribution in binary form must provide a disclaimer that + states that the software is based in part of the work of the + FreeType Team, in the distribution documentation. We also + encourage you to put an URL to the FreeType web page in your + documentation, though this isn't mandatory. + + These conditions apply to any software derived from or based on + the FreeType Project, not just the unmodified files. If you use + our work, you must acknowledge us. However, no fee need be paid + to us. + +3. Advertising +-------------- + + Neither the FreeType authors and contributors nor you shall use + the name of the other for commercial, advertising, or promotional + purposes without specific prior written permission. + + We suggest, but do not require, that you use one or more of the + following phrases to refer to this software in your documentation + or advertising materials: `FreeType Project', `FreeType Engine', + `FreeType library', or `FreeType Distribution'. + + As you have not signed this license, you are not required to + accept it. However, as the FreeType Project is copyrighted + material, only this license, or another one contracted with the + authors, grants you the right to use, distribute, and modify it. + Therefore, by using, distributing, or modifying the FreeType + Project, you indicate that you understand and accept all the terms + of this license. + +4. Contacts +----------- + + There are two mailing lists related to FreeType: + + o freetype@nongnu.org + + Discusses general use and applications of FreeType, as well as + future and wanted additions to the library and distribution. + If you are looking for support, start in this list if you + haven't found anything to help you in the documentation. + + o freetype-devel@nongnu.org + + Discusses bugs, as well as engine internals, design issues, + specific licenses, porting, etc. + + Our home page can be found at + + https://www.freetype.org + + +--- end of FTL.TXT --- + +The following license details are part of `src/bdf/README`: + +''' +License +******* + + +Permission is hereby granted, free of charge, to any person obtaining +a copy of this software and associated documentation files (the +"Software"), to deal in the Software without restriction, including +without limitation the rights to use, copy, modify, merge, publish, +distribute, sublicense, and/or sell copies of the Software, and to +permit persons to whom the Software is furnished to do so, subject to +the following conditions: + +The above copyright notice and this permission notice shall be +included in all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, +EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. +IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY +CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, +TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE +SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +*** Portions of the driver (that is, bdflib.c and bdf.h): + + +Permission is hereby granted, free of charge, to any person obtaining a +copy of this software and associated documentation files (the "Software"), +to deal in the Software without restriction, including without limitation +the rights to use, copy, modify, merge, publish, distribute, sublicense, +and/or sell copies of the Software, and to permit persons to whom the +Software is furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in +all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL +THE COMPUTING RESEARCH LAB OR NEW MEXICO STATE UNIVERSITY BE LIABLE FOR ANY +CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT +OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR +THE USE OR OTHER DEALINGS IN THE SOFTWARE. + + +Credits +******* + +This driver is based on excellent Mark Leisher's bdf library. If you +find something good in this driver you should probably thank him, not +me. +''' + +The following license details are part of `src/pcf/README`: + +''' +License +******* + + +Permission is hereby granted, free of charge, to any person obtaining +a copy of this software and associated documentation files (the +"Software"), to deal in the Software without restriction, including +without limitation the rights to use, copy, modify, merge, publish, +distribute, sublicense, and/or sell copies of the Software, and to +permit persons to whom the Software is furnished to do so, subject to +the following conditions: + +The above copyright notice and this permission notice shall be +included in all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, +EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. +IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY +CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, +TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE +SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + + +Credits +******* + +Keith Packard wrote the pcf driver found in XFree86. His work is at +the same time the specification and the sample implementation of the +PCF format. Undoubtedly, this driver is inspired from his work. +''' + + +---- + +HARFBUZZ + +HarfBuzz is licensed under the so-called "Old MIT" license. Details follow. +For parts of HarfBuzz that are licensed under different licenses see individual +files names COPYING in subdirectories where applicable. + + +For full copyright notices consult the individual files in the package. + + +Permission is hereby granted, without written agreement and without +license or royalty fees, to use, copy, modify, and distribute this +software and its documentation for any purpose, provided that the +above copyright notice and the following two paragraphs appear in +all copies of this software. + +IN NO EVENT SHALL THE COPYRIGHT HOLDER BE LIABLE TO ANY PARTY FOR +DIRECT, INDIRECT, SPECIAL, INCIDENTAL, OR CONSEQUENTIAL DAMAGES +ARISING OUT OF THE USE OF THIS SOFTWARE AND ITS DOCUMENTATION, EVEN +IF THE COPYRIGHT HOLDER HAS BEEN ADVISED OF THE POSSIBILITY OF SUCH +DAMAGE. + +THE COPYRIGHT HOLDER SPECIFICALLY DISCLAIMS ANY WARRANTIES, INCLUDING, +BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND +FITNESS FOR A PARTICULAR PURPOSE. THE SOFTWARE PROVIDED HEREUNDER IS +ON AN "AS IS" BASIS, AND THE COPYRIGHT HOLDER HAS NO OBLIGATION TO +PROVIDE MAINTENANCE, SUPPORT, UPDATES, ENHANCEMENTS, OR MODIFICATIONS. + + +---- + +LCMS2 + +Little CMS + +Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + + +---- + +LIBAVIF + + +Redistribution and use in source and binary forms, with or without +modification, are permitted provided that the following conditions are met: + +1. Redistributions of source code must retain the above copyright notice, this +list of conditions and the following disclaimer. + +2. Redistributions in binary form must reproduce the above copyright notice, +this list of conditions and the following disclaimer in the documentation +and/or other materials provided with the distribution. + +THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" +AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE +IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE +DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE +FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL +DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR +SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER +CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, +OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE +OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + +------------------------------------------------------------------------------ + +Files: src/obu.c + +All rights reserved. + +Redistribution and use in source and binary forms, with or without +modification, are permitted provided that the following conditions are met: + +1. Redistributions of source code must retain the above copyright notice, this + list of conditions and the following disclaimer. + +2. 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If you use it in a + program, you must acknowledge somewhere in your documentation that + you've used the IJG code. + +In legalese: + +The authors make NO WARRANTY or representation, either express or implied, +with respect to this software, its quality, accuracy, merchantability, or +fitness for a particular purpose. This software is provided "AS IS", and you, +its user, assume the entire risk as to its quality and accuracy. + +This software is copyright (C) 1991-2013, Thomas G. Lane, Guido Vollbeding. +All Rights Reserved except as specified below. + +Permission is hereby granted to use, copy, modify, and distribute this +software (or portions thereof) for any purpose, without fee, subject to these +conditions: +(1) If any part of the source code for this software is distributed, then this +README file must be included, with this copyright and no-warranty notice +unaltered; and any additions, deletions, or changes to the original files +must be clearly indicated in accompanying documentation. +(2) If only executable code is distributed, then the accompanying +documentation must state that "this software is based in part on the work of +the Independent JPEG Group". +(3) Permission for use of this software is granted only if the user accepts +full responsibility for any undesirable consequences; the authors accept +NO LIABILITY for damages of any kind. + +These conditions apply to any software derived from or based on the IJG code, +not just to the unmodified library. 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IN NO EVENT SHALL THE COPYRIGHT +HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, +SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT +LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, +DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY +THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT +(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE +OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + + +---- + +LIBJPEG + +1. We don't promise that this software works. (But if you find any bugs, + please let us know!) +2. You can use this software for whatever you want. You don't have to pay us. +3. You may not pretend that you wrote this software. If you use it in a + program, you must acknowledge somewhere in your documentation that + you've used the IJG code. + +In legalese: + +The authors make NO WARRANTY or representation, either express or implied, +with respect to this software, its quality, accuracy, merchantability, or +fitness for a particular purpose. This software is provided "AS IS", and you, +its user, assume the entire risk as to its quality and accuracy. + +This software is copyright (C) 1991-2020, Thomas G. Lane, Guido Vollbeding. +All Rights Reserved except as specified below. + +Permission is hereby granted to use, copy, modify, and distribute this +software (or portions thereof) for any purpose, without fee, subject to these +conditions: +(1) If any part of the source code for this software is distributed, then this +README file must be included, with this copyright and no-warranty notice +unaltered; and any additions, deletions, or changes to the original files +must be clearly indicated in accompanying documentation. +(2) If only executable code is distributed, then the accompanying +documentation must state that "this software is based in part on the work of +the Independent JPEG Group". +(3) Permission for use of this software is granted only if the user accepts +full responsibility for any undesirable consequences; the authors accept +NO LIABILITY for damages of any kind. + +These conditions apply to any software derived from or based on the IJG code, +not just to the unmodified library. If you use our work, you ought to +acknowledge us. + +Permission is NOT granted for the use of any IJG author's name or company name +in advertising or publicity relating to this software or products derived from +it. This software may be referred to only as "the Independent JPEG Group's +software". + +We specifically permit and encourage the use of this software as the basis of +commercial products, provided that all warranty or liability claims are +assumed by the product vendor. + + +---- + +LIBLZMA + +XZ Utils Licensing +================== + + Different licenses apply to different files in this package. Here + is a rough summary of which licenses apply to which parts of this + package (but check the individual files to be sure!): + + - liblzma is in the public domain. + + - xz, xzdec, and lzmadec command line tools are in the public + domain unless GNU getopt_long had to be compiled and linked + in from the lib directory. The getopt_long code is under + GNU LGPLv2.1+. + + - The scripts to grep, diff, and view compressed files have been + adapted from gzip. These scripts and their documentation are + under GNU GPLv2+. + + - All the documentation in the doc directory and most of the + XZ Utils specific documentation files in other directories + are in the public domain. + + - Translated messages are in the public domain. + + - The build system contains public domain files, and files that + are under GNU GPLv2+ or GNU GPLv3+. None of these files end up + in the binaries being built. + + - Test files and test code in the tests directory, and debugging + utilities in the debug directory are in the public domain. + + - The extra directory may contain public domain files, and files + that are under various free software licenses. + + You can do whatever you want with the files that have been put into + the public domain. If you find public domain legally problematic, + take the previous sentence as a license grant. If you still find + the lack of copyright legally problematic, you have too many + lawyers. + + As usual, this software is provided "as is", without any warranty. + + If you copy significant amounts of public domain code from XZ Utils + into your project, acknowledging this somewhere in your software is + polite (especially if it is proprietary, non-free software), but + naturally it is not legally required. Here is an example of a good + notice to put into "about box" or into documentation: + + This software includes code from XZ Utils . + + The following license texts are included in the following files: + - COPYING.LGPLv2.1: GNU Lesser General Public License version 2.1 + - COPYING.GPLv2: GNU General Public License version 2 + - COPYING.GPLv3: GNU General Public License version 3 + + Note that the toolchain (compiler, linker etc.) may add some code + pieces that are copyrighted. Thus, it is possible that e.g. liblzma + binary wouldn't actually be in the public domain in its entirety + even though it contains no copyrighted code from the XZ Utils source + package. + + If you have questions, don't hesitate to ask the author(s) for more + information. + + +---- + +LIBPNG + +COPYRIGHT NOTICE, DISCLAIMER, and LICENSE +========================================= + +PNG Reference Library License version 2 +--------------------------------------- + + * Copyright (c) 1995-2022 The PNG Reference Library Authors. + * Copyright (c) 2018-2022 Cosmin Truta. + * Copyright (c) 2000-2002, 2004, 2006-2018 Glenn Randers-Pehrson. + * Copyright (c) 1996-1997 Andreas Dilger. + * Copyright (c) 1995-1996 Guy Eric Schalnat, Group 42, Inc. + +The software is supplied "as is", without warranty of any kind, +express or implied, including, without limitation, the warranties +of merchantability, fitness for a particular purpose, title, and +non-infringement. In no event shall the Copyright owners, or +anyone distributing the software, be liable for any damages or +other liability, whether in contract, tort or otherwise, arising +from, out of, or in connection with the software, or the use or +other dealings in the software, even if advised of the possibility +of such damage. + +Permission is hereby granted to use, copy, modify, and distribute +this software, or portions hereof, for any purpose, without fee, +subject to the following restrictions: + + 1. The origin of this software must not be misrepresented; you + must not claim that you wrote the original software. If you + use this software in a product, an acknowledgment in the product + documentation would be appreciated, but is not required. + + 2. Altered source versions must be plainly marked as such, and must + not be misrepresented as being the original software. + + 3. This Copyright notice may not be removed or altered from any + source or altered source distribution. + + +PNG Reference Library License version 1 (for libpng 0.5 through 1.6.35) +----------------------------------------------------------------------- + +libpng versions 1.0.7, July 1, 2000, through 1.6.35, July 15, 2018 are +derived from libpng-1.0.6, and are distributed according to the same +disclaimer and license as libpng-1.0.6 with the following individuals +added to the list of Contributing Authors: + + Simon-Pierre Cadieux + Eric S. Raymond + Mans Rullgard + Cosmin Truta + Gilles Vollant + James Yu + Mandar Sahastrabuddhe + Google Inc. + Vadim Barkov + +and with the following additions to the disclaimer: + + There is no warranty against interference with your enjoyment of + the library or against infringement. There is no warranty that our + efforts or the library will fulfill any of your particular purposes + or needs. This library is provided with all faults, and the entire + risk of satisfactory quality, performance, accuracy, and effort is + with the user. + +Some files in the "contrib" directory and some configure-generated +files that are distributed with libpng have other copyright owners, and +are released under other open source licenses. + +libpng versions 0.97, January 1998, through 1.0.6, March 20, 2000, are +libpng-0.96, and are distributed according to the same disclaimer and +license as libpng-0.96, with the following individuals added to the +list of Contributing Authors: + + Tom Lane + Glenn Randers-Pehrson + Willem van Schaik + +libpng versions 0.89, June 1996, through 0.96, May 1997, are +and are distributed according to the same disclaimer and license as +libpng-0.88, with the following individuals added to the list of +Contributing Authors: + + John Bowler + Kevin Bracey + Sam Bushell + Magnus Holmgren + Greg Roelofs + Tom Tanner + +Some files in the "scripts" directory have other copyright owners, +but are released under this license. + +libpng versions 0.5, May 1995, through 0.88, January 1996, are + +For the purposes of this copyright and license, "Contributing Authors" +is defined as the following set of individuals: + + Andreas Dilger + Dave Martindale + Guy Eric Schalnat + Paul Schmidt + Tim Wegner + +The PNG Reference Library is supplied "AS IS". The Contributing +Authors and Group 42, Inc. disclaim all warranties, expressed or +implied, including, without limitation, the warranties of +merchantability and of fitness for any purpose. The Contributing +Authors and Group 42, Inc. assume no liability for direct, indirect, +incidental, special, exemplary, or consequential damages, which may +result from the use of the PNG Reference Library, even if advised of +the possibility of such damage. + +Permission is hereby granted to use, copy, modify, and distribute this +source code, or portions hereof, for any purpose, without fee, subject +to the following restrictions: + + 1. The origin of this source code must not be misrepresented. + + 2. Altered versions must be plainly marked as such and must not + be misrepresented as being the original source. + + 3. This Copyright notice may not be removed or altered from any + source or altered source distribution. + +The Contributing Authors and Group 42, Inc. specifically permit, +without fee, and encourage the use of this source code as a component +to supporting the PNG file format in commercial products. If you use +this source code in a product, acknowledgment is not required but would +be appreciated. + + +---- + +LIBTIFF + + +Permission to use, copy, modify, distribute, and sell this software and +its documentation for any purpose is hereby granted without fee, provided +that (i) the above copyright notices and this permission notice appear in +all copies of the software and related documentation, and (ii) the names of +Sam Leffler and Silicon Graphics may not be used in any advertising or +publicity relating to the software without the specific, prior written +permission of Sam Leffler and Silicon Graphics. + +THE SOFTWARE IS PROVIDED "AS-IS" AND WITHOUT WARRANTY OF ANY KIND, +EXPRESS, IMPLIED OR OTHERWISE, INCLUDING WITHOUT LIMITATION, ANY +WARRANTY OF MERCHANTABILITY OR FITNESS FOR A PARTICULAR PURPOSE. + +IN NO EVENT SHALL SAM LEFFLER OR SILICON GRAPHICS BE LIABLE FOR +ANY SPECIAL, INCIDENTAL, INDIRECT OR CONSEQUENTIAL DAMAGES OF ANY KIND, +OR ANY DAMAGES WHATSOEVER RESULTING FROM LOSS OF USE, DATA OR PROFITS, +WHETHER OR NOT ADVISED OF THE POSSIBILITY OF DAMAGE, AND ON ANY THEORY OF +LIABILITY, ARISING OUT OF OR IN CONNECTION WITH THE USE OR PERFORMANCE +OF THIS SOFTWARE. + + +---- + +LIBWEBP + + +Redistribution and use in source and binary forms, with or without +modification, are permitted provided that the following conditions are +met: + + * Redistributions of source code must retain the above copyright + notice, this list of conditions and the following disclaimer. + + * Redistributions in binary form must reproduce the above copyright + notice, this list of conditions and the following disclaimer in + the documentation and/or other materials provided with the + distribution. + + * Neither the name of Google nor the names of its contributors may + be used to endorse or promote products derived from this software + without specific prior written permission. + +THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS +"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT +LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR +A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT +HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, +SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT +LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, +DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY +THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT +(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE +OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + + +---- + +LIBYUV + + +Redistribution and use in source and binary forms, with or without +modification, are permitted provided that the following conditions are +met: + + * Redistributions of source code must retain the above copyright + notice, this list of conditions and the following disclaimer. + + * Redistributions in binary form must reproduce the above copyright + notice, this list of conditions and the following disclaimer in + the documentation and/or other materials provided with the + distribution. + + * Neither the name of Google nor the names of its contributors may + be used to endorse or promote products derived from this software + without specific prior written permission. + +THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS +"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT +LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR +A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT +HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, +SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT +LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, +DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY +THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT +(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE +OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + + +---- + +OPENJPEG + +* + * The copyright in this software is being made available under the 2-clauses + * BSD License, included below. This software may be subject to other third + * party and contributor rights, including patent rights, and no such rights + * are granted under this license. + * + * Copyright (c) 2002-2014, Universite catholique de Louvain (UCL), Belgium + * Copyright (c) 2002-2014, Professor Benoit Macq + * Copyright (c) 2003-2014, Antonin Descampe + * Copyright (c) 2003-2009, Francois-Olivier Devaux + * Copyright (c) 2005, Herve Drolon, FreeImage Team + * Copyright (c) 2002-2003, Yannick Verschueren + * Copyright (c) 2001-2003, David Janssens + * Copyright (c) 2011-2012, Centre National d'Etudes Spatiales (CNES), France + * Copyright (c) 2012, CS Systemes d'Information, France + * + * All rights reserved. + * + * Redistribution and use in source and binary forms, with or without + * modification, are permitted provided that the following conditions + * are met: + * 1. Redistributions of source code must retain the above copyright + * notice, this list of conditions and the following disclaimer. + * 2. Redistributions in binary form must reproduce the above copyright + * notice, this list of conditions and the following disclaimer in the + * documentation and/or other materials provided with the distribution. + * + * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS `AS IS' + * AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE + * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE + * ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE + * LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR + * CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF + * SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS + * INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN + * CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) + * ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE + * POSSIBILITY OF SUCH DAMAGE. + */ + + +---- + +RAQM + +The MIT License (MIT) + + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. + + +---- + +TCL_TK + +This software is copyrighted by the Regents of the University +of California, Sun Microsystems, Inc., Scriptics Corporation, +and other parties. The following terms apply to all files +associated with the software unless explicitly disclaimed in +individual files. + +The authors hereby grant permission to use, copy, modify, +distribute, and license this software and its documentation +for any purpose, provided that existing copyright notices are +retained in all copies and that this notice is included +verbatim in any distributions. No written agreement, license, +or royalty fee is required for any of the authorized uses. +Modifications to this software may be copyrighted by their +authors and need not follow the licensing terms described +here, provided that the new terms are clearly indicated on +the first page of each file where they apply. + +IN NO EVENT SHALL THE AUTHORS OR DISTRIBUTORS BE LIABLE TO +ANY PARTY FOR DIRECT, INDIRECT, SPECIAL, INCIDENTAL, OR +CONSEQUENTIAL DAMAGES ARISING OUT OF THE USE OF THIS +SOFTWARE, ITS DOCUMENTATION, OR ANY DERIVATIVES THEREOF, EVEN +IF THE AUTHORS HAVE BEEN ADVISED OF THE POSSIBILITY OF SUCH +DAMAGE. + +THE AUTHORS AND DISTRIBUTORS SPECIFICALLY DISCLAIM ANY +WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED +WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR +PURPOSE, AND NON-INFRINGEMENT. THIS SOFTWARE IS PROVIDED ON +AN "AS IS" BASIS, AND THE AUTHORS AND DISTRIBUTORS HAVE NO +OBLIGATION TO PROVIDE MAINTENANCE, SUPPORT, UPDATES, +ENHANCEMENTS, OR MODIFICATIONS. + +GOVERNMENT USE: If you are acquiring this software on behalf +of the U.S. government, the Government shall have only +"Restricted Rights" in the software and related documentation +as defined in the Federal Acquisition Regulations (FARs) in +Clause 52.227.19 (c) (2). If you are acquiring the software +on behalf of the Department of Defense, the software shall be +classified as "Commercial Computer Software" and the +Government shall have only "Restricted Rights" as defined in +Clause 252.227-7013 (c) (1) of DFARs. Notwithstanding the +foregoing, the authors grant the U.S. Government and others +acting in its behalf permission to use and distribute the +software in accordance with the terms specified in this +license + + +---- + +XAU + + +Permission to use, copy, modify, distribute, and sell this software and its +documentation for any purpose is hereby granted without fee, provided that +the above copyright notice appear in all copies and that both that +copyright notice and this permission notice appear in supporting +documentation. + +The above copyright notice and this permission notice shall be included in +all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +OPEN GROUP BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN +AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN +CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +Except as contained in this notice, the name of The Open Group shall not be +used in advertising or otherwise to promote the sale, use or other dealings +in this Software without prior written authorization from The Open Group. + + +---- + +XCB + +All Rights Reserved. + +Permission is hereby granted, free of charge, to any person +obtaining a copy of this software and associated +documentation files (the "Software"), to deal in the +Software without restriction, including without limitation +the rights to use, copy, modify, merge, publish, distribute, +sublicense, and/or sell copies of the Software, and to +permit persons to whom the Software is furnished to do so, +subject to the following conditions: + +The above copyright notice and this permission notice shall +be included in all copies or substantial portions of the +Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY +KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE +WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR +PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS +BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER +IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR +OTHER DEALINGS IN THE SOFTWARE. + +Except as contained in this notice, the names of the authors +or their institutions shall not be used in advertising or +otherwise to promote the sale, use or other dealings in this +Software without prior written authorization from the +authors. + + +---- + +XDMCP + + +Permission to use, copy, modify, distribute, and sell this software and its +documentation for any purpose is hereby granted without fee, provided that +the above copyright notice appear in all copies and that both that +copyright notice and this permission notice appear in supporting +documentation. + +The above copyright notice and this permission notice shall be included in +all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +OPEN GROUP BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN +AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN +CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +Except as contained in this notice, the name of The Open Group shall not be +used in advertising or otherwise to promote the sale, use or other dealings +in this Software without prior written authorization from The Open Group. + +Author: Keith Packard, MIT X Consortium + + +---- + +ZLIB + + + This software is provided 'as-is', without any express or implied + warranty. In no event will the authors be held liable for any damages + arising from the use of this software. + + Permission is granted to anyone to use this software for any purpose, + including commercial applications, and to alter it and redistribute it + freely, subject to the following restrictions: + + 1. The origin of this software must not be misrepresented; you must not + claim that you wrote the original software. If you use this software + in a product, an acknowledgment in the product documentation would be + appreciated but is not required. + 2. Altered source versions must be plainly marked as such, and must not be + misrepresented as being the original software. + 3. This notice may not be removed or altered from any source distribution. + + Jean-loup Gailly Mark Adler + jloup@gzip.org madler@alumni.caltech.edu + +If you use the zlib library in a product, we would appreciate *not* receiving +lengthy legal documents to sign. The sources are provided for free but without +warranty of any kind. The library has been entirely written by Jean-loup +Gailly and Mark Adler; it does not include third-party code. + +If you redistribute modified sources, we would appreciate that you include in +the file ChangeLog history information documenting your changes. Please read +the FAQ for more information on the distribution of modified source versions. + + +---- + +ZSTD + +BSD License + +For Zstandard software + + +Redistribution and use in source and binary forms, with or without modification, +are permitted provided that the following conditions are met: + + * Redistributions of source code must retain the above copyright notice, this + list of conditions and the following disclaimer. + + * Redistributions in binary form must reproduce the above copyright notice, + this list of conditions and the following disclaimer in the documentation + and/or other materials provided with the distribution. + + * Neither the name Facebook, nor Meta, nor the names of its contributors may + be used to endorse or promote products derived from this software without + specific prior written permission. + +THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND +ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED +WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE +DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR +ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES +(INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; +LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON +ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT +(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS +SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. +``` + +### License text 95 + +```text +Here is an inevitably incomplete list of MUCH-APPRECIATED CONTRIBUTORS -- +people who have submitted patches, reported bugs, added translations, helped +answer newbie questions, and generally made Pyperclip that much better: + +Al Sweigart +Alexander Cobleigh @cblgh +Andrea Scarpino https://github.com/ilpianista +Aniket Pandey https://github.com/lordaniket06 +Anton Yakutovich https://github.com/drakulavich +Brian Levin https://github.com/bnice5000 +Carvell Scott https://github.com/CarvellScott +Cees Timmerman https://github.com/CTimmerman +Chris Clark +Christopher Lambert https://github.com/XN137 +Chris Woerz https://github.com/erendrake +Corey Bryant https://github.com/coreycb +Daniel Shimon https://github.com/daniel-shimon +Edd Barrett https://github.com/vext01 +Eugene Yang https://github.com/eugene-yang +Felix Yan https://github.com/felixonmars +Fredrik Borg https://github.com/frbor +fthoma https://github.com/fthoma +Greg Witt https://github.com/GoodGuyGregory +hinlader https://github.com/hinlader +Hugo van Kemenade https://github.com/hugovk +Hynek Cernoch https://github.com/hynekcer +Jason R. Coombs https://github.com/jaraco +Jon Crall https://github.com/Erotemic +Jonathan Slenders https://github.com/jonathanslenders +JustAShoeMaker https://github.com/JustAShoeMaker +Marcelo Glezer https://github.com/gato +masajxxx https://github.com/masajxxx +Maximilian Hils https://github.com/mhils +mgunyho https://github.com/mgunyho +Melwyn Francis Carlo https://github.com/melwyncarlo +Michał Górny https://github.com/mgorny +Nicola Guerrera https://github.com/nik012003 +Nikolaos-Digenis Karagiannis https://github.com/Digenis +Nils Ohlmeier https://github.com/nils-ohlmeier +Orson Peters https://github.com/orlp +pgajdos https://github.com/pgajdos +PirateOfAndaman https://github.com/PirateOfAndaman +Six https://github.com/brbsix +Stefan Devai https://github.com/stefandevai +Stephen Finucane https://github.com/stephenfin +Stefan Scherfke https://github.com/sscherfke +Steve Elam +Tamir Bahar https://github.com/tmr232 +Terrel Shumway https://github.com/lernisto +Tim Cuthbertson https://github.com/timbertson +Tim Gates https://github.com/timgates42 +Todd Leonhardt https://github.com/tleonhardt +Troy Sankey https://github.com/pwnage101 +utagawa kiki https://github.com/utgwkk +Vertliba V.V. https://github.com/vertliba +Vince West https://github.com/dvincentwest +ZEDGR https://github.com/ZEDGR +``` + +### License text 96 + +```text +All rights reserved. + +Redistribution and use in source and binary forms, with or without +modification, are permitted provided that the following conditions are met: + +* Redistributions of source code must retain the above copyright notice, this + list of conditions and the following disclaimer. + +* Redistributions in binary form must reproduce the above copyright notice, + this list of conditions and the following disclaimer in the documentation + and/or other materials provided with the distribution. + +* Neither the name of the {organization} nor the names of its + contributors may be used to endorse or promote products derived from + this software without specific prior written permission. + +THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" +AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE +IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE +DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE +FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL +DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR +SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER +CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, +OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE +OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. +``` + +### License text 97 + +```text +================================================================================ +Licenses for vendored code in rich_rst/_vendor/ +================================================================================ + +This directory contains a vendored subset of Docutils 0.22.4, copied here to +eliminate the docutils PyPI dependency and remove GPL code from the dependency +tree. See VENDORED.md for the full rationale. + +All 41 vendored Python modules are either dedicated to the public domain or +released under the BSD 2-Clause License. No GPL-licensed file is included. + +-------------------------------------------------------------------------------- +PART 1 — Public Domain (39 of 41 files) +-------------------------------------------------------------------------------- + +The following files have been dedicated to the public domain by their authors. +They carry no license requirements and no restrictions on copying or usage. + + docutils/__init__.py + docutils/core.py + docutils/frontend.py + docutils/io.py + docutils/nodes.py + docutils/statemachine.py + docutils/languages/__init__.py + docutils/languages/en.py + docutils/parsers/__init__.py + docutils/parsers/rst/__init__.py + docutils/parsers/rst/directives/__init__.py + docutils/parsers/rst/directives/admonitions.py + docutils/parsers/rst/directives/body.py + docutils/parsers/rst/directives/html.py + docutils/parsers/rst/directives/images.py + docutils/parsers/rst/directives/misc.py + docutils/parsers/rst/directives/parts.py + docutils/parsers/rst/directives/references.py + docutils/parsers/rst/directives/tables.py + docutils/parsers/rst/languages/__init__.py + docutils/parsers/rst/languages/en.py + docutils/parsers/rst/roles.py + docutils/parsers/rst/states.py + docutils/parsers/rst/tableparser.py + docutils/readers/__init__.py + docutils/readers/doctree.py + docutils/readers/standalone.py + docutils/transforms/__init__.py + docutils/transforms/frontmatter.py + docutils/transforms/misc.py + docutils/transforms/references.py + docutils/transforms/universal.py + docutils/utils/__init__.py + docutils/utils/_roman_numerals.py + docutils/utils/_typing.py + docutils/utils/code_analyzer.py + docutils/utils/urischemes.py + docutils/writers/__init__.py + docutils/writers/null.py + +Public Domain Dedication (from the Docutils project): + + The persons who have associated their work with this project (the + "Dedicator": David Goodger and the many contributors to the Docutils + project) hereby dedicate the entire copyright in the work of authorship + known as "Docutils" to the public domain. + + Most of the files included in this project have been placed in the public + domain, and therefore have no license requirements and no restrictions on + copying or usage. + + Upstream project: https://docutils.sourceforge.io/ + Upstream COPYING: https://docutils.sourceforge.io/COPYING.html + +-------------------------------------------------------------------------------- +PART 2 — BSD 2-Clause License (2 of 41 files) +-------------------------------------------------------------------------------- + +The following files are released under the BSD 2-Clause License: + + docutils/utils/smartquotes.py + docutils/utils/punctuation_chars.py + +Both files were authored by Günter Milde. smartquotes.py is additionally +derived from SmartyPants (John Gruber, BSD 3-Clause) and smartypants.py +(Chad Miller, BSD 2-Clause); their licenses are reproduced below. + +------ docutils/utils/punctuation_chars.py ---------------------------------- + + + Redistribution and use in source and binary forms, with or without + modification, are permitted provided that the following conditions are met: + + 1. Redistributions of source code must retain the above copyright notice, + this list of conditions and the following disclaimer. + + 2. Redistributions in binary form must reproduce the above copyright + notice, this list of conditions and the following disclaimer in the + documentation and/or other materials provided with the distribution. + + THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" + AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE + IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE + ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE + LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR + CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF + SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS + INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN + CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) + ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE + POSSIBILITY OF SUCH DAMAGE. + +------ docutils/utils/smartquotes.py ---------------------------------------- + + Top-level file copyright: + original SmartyPants © 2003 John Gruber, + smartypants.py © 2004, 2007 Chad Miller. + + The file is released as a whole under the BSD 2-Clause License (in short: + copying and distribution, with or without modification, are permitted in + any medium without royalty provided the copyright notices and this notice + are preserved; the file is offered as-is, without any warranty). + + The file contains and derives from three separately-licensed components: + + -- SmartyPants (BSD 3-Clause) -- + + All rights reserved. + + Redistribution and use in source and binary forms, with or without + modification, are permitted provided that the following conditions are + met: + + * Redistributions of source code must retain the above copyright + notice, this list of conditions and the following disclaimer. + + * Redistributions in binary form must reproduce the above copyright + notice, this list of conditions and the following disclaimer in + the documentation and/or other materials provided with the + distribution. + + * Neither the name "SmartyPants" nor the names of its contributors + may be used to endorse or promote products derived from this + software without specific prior written permission. + + THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT + OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, + SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT + LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, + DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY + THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT + (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE + OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + + -- smartypants.py (BSD 2-Clause) -- + + smartypants.py is a derivative work of SmartyPants. + + Redistribution and use in source and binary forms, with or without + modification, are permitted provided that the following conditions are + met: + + * Redistributions of source code must retain the above copyright + notice, this list of conditions and the following disclaimer. + + * Redistributions in binary form must reproduce the above copyright + notice, this list of conditions and the following disclaimer in + the documentation and/or other materials provided with the + distribution. + + THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT + OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, + SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT + LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, + DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY + THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT + (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE + OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + + -- Günter Milde adaptations (BSD 2-Clause) -- + + + Released under the terms of the 2-Clause BSD license: + https://opensource.org/licenses/BSD-2-Clause + + Redistribution and use in source and binary forms, with or without + modification, are permitted provided that the following conditions are + met: + + 1. Redistributions of source code must retain the above copyright + notice, this list of conditions and the following disclaimer. + + 2. Redistributions in binary form must reproduce the above copyright + notice, this list of conditions and the following disclaimer in + the documentation and/or other materials provided with the + distribution. + + THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS + "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT + LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR + A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT + HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, + SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT + LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, + DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY + THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT + (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE + OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. + +-------------------------------------------------------------------------------- +What is NOT vendored +-------------------------------------------------------------------------------- + +The following file exists in the Docutils source tree but is NOT vendored here +and is NOT distributed with any Docutils wheel or sdist Python installation: + + tools/editors/emacs/rst.el — GPL v3 or later (Emacs editor support file) + +This Emacs Lisp file is the sole reason Docutils' PyPI metadata lists GPL as +one of its licenses. It is never imported by Python code, was not present in +the installed wheel, and is entirely absent from this vendored copy. + +================================================================================ +``` + +### License text 98 + +```text +All rights reserved. + +Redistribution and use in source and binary forms, with or without +modification, are permitted provided that the following conditions are met: + +1. Redistributions of source code must retain the above copyright notice, this + list of conditions and the following disclaimer. +2. Redistributions in binary form must reproduce the above copyright notice, + this list of conditions and the following disclaimer in the documentation + and/or other materials provided with the distribution. +3. Neither the name of the University nor the names of its contributors may be + used to endorse or promote products derived from this software without + specific prior written permission. + +THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND +ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED +WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE +DISCLAIMED. IN NO EVENT SHALL THE REGENTS OR CONTRIBUTORS BE LIABLE FOR ANY +DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES +(INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; +LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON +ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT +(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS +SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. +``` + +### License text 99 + +```text +All rights reserved. + +Redistribution and use in source and binary forms, with or without +modification, are permitted provided that the following conditions are met: + +1. Redistributions of source code must retain the above copyright notice, this + list of conditions and the following disclaimer. +2. Redistributions in binary form must reproduce the above copyright notice, + this list of conditions and the following disclaimer in the documentation + and/or other materials provided with the distribution. + +THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND +ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED +WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE +DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE LIABLE FOR +ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES +(INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; +LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND +ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT +(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS +SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. +``` + +### License text 100 + +```text +# Released under MIT License + + +Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. +``` diff --git a/pyproject.toml b/pyproject.toml index d5546083..3d826f8b 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -46,6 +46,7 @@ dependencies = [ "uvicorn>=0.47", # 0.47 adds ssl_context_factory, how the local grant server gets its TLS context "modal>=1.5.2.dev22", # dev22 adds _experimental_create(tags=); dev2 added VM-mode V2 (vm_runtime) "e2b~=2.46.4", # AsyncSandbox/AsyncTemplate APIs validated against the 2.46 line + "openenv>=0.8,<0.10", # serves bundle tasks as OpenEnv envs; the range spans OpenEnv's two-minor deprecation window ] [project.optional-dependencies] diff --git a/src/agent_env/bundle/__init__.py b/src/agent_env/bundle/__init__.py index 49ed558c..57290f61 100644 --- a/src/agent_env/bundle/__init__.py +++ b/src/agent_env/bundle/__init__.py @@ -1,7 +1,8 @@ """Bundles: folders of entities that run without a registry.""" from .parse import Bundle, BundleEntry, BundleError, BundleKind, is_ignored, parse_bundle -from .run import BundleRun, DryRun, EvalRun, Outcome, RunInterrupted, TaskRun, dry_run_bundle, run_bundle +from .run import (BundleRun, DryRun, EvalRun, Outcome, PreparedBundle, RunInterrupted, TaskRun, dry_run_bundle, + prepare_bundle, run_bundle) __all__ = [ "Bundle", @@ -12,10 +13,12 @@ "DryRun", "EvalRun", "Outcome", + "PreparedBundle", "RunInterrupted", "TaskRun", "dry_run_bundle", "is_ignored", "parse_bundle", + "prepare_bundle", "run_bundle", ] diff --git a/src/agent_env/bundle/installed.py b/src/agent_env/bundle/installed.py index 1b14cf26..9dd85b35 100644 --- a/src/agent_env/bundle/installed.py +++ b/src/agent_env/bundle/installed.py @@ -12,6 +12,7 @@ import importlib.util import os from collections import Counter +from collections.abc import Callable from dataclasses import dataclass from importlib.metadata import EntryPoint from pathlib import Path @@ -72,6 +73,23 @@ def installed_bundles() -> tuple[InstalledBundle, ...]: return tuple(found) +def locate_bundle( + text: str, installed: Callable[[], tuple[InstalledBundle, ...]] = installed_bundles, +) -> tuple[Path, str | None]: + """The folder ``text`` names, and the id root of an installed bundle's, as ``agent-env run BUNDLE`` reads it: an + existing folder wins, and text that starts like a path is always one; anything else names a bundle ``installed`` + lists. Raises BundleError.""" + if path_like(text) or os.path.isdir(text): + return Path(text), None + found = find_bundle(text, installed()) + return found.root, found.id_root + + +def path_like(text: str) -> bool: + """Text that names a folder even when there is none there.""" + return text.startswith((".", "/", "~")) + + def find_bundle(text: str, bundles: tuple[InstalledBundle, ...] | None = None) -> InstalledBundle: """The installed bundle ``text`` names, as ```` or ``/``. Raises BundleError.""" bundles = installed_bundles() if bundles is None else bundles diff --git a/src/agent_env/bundle/preflight.py b/src/agent_env/bundle/preflight.py index dff8fd53..4d07eaee 100644 --- a/src/agent_env/bundle/preflight.py +++ b/src/agent_env/bundle/preflight.py @@ -75,7 +75,7 @@ from ._fs import relative from .parse import BundleError, BundleKind from .plan import Plan -from .resolve import BuiltImage, Reference, ReferencedImage, ResolvedEntry, build_step +from .resolve import BuiltImage, Reference, ReferencedImage, ResolvedEntry, build_step, played_deploys _SHOWN_DOCKER_USERS = 3 @@ -89,12 +89,13 @@ class Preflight: contexts: frozenset[str] = frozenset() # the ids of the images the bundle builds that it writes as build contexts -def preflight_run(plan: Plan, tasks: Iterable[ResolvedEntry], sandbox: str | None) -> Preflight: +def preflight_run(plan: Plan, tasks: Iterable[ResolvedEntry], sandbox: str | None, *, played: bool = False) -> Preflight: """Check where each of ``tasks`` deploys, with ``sandbox`` overriding every deploy's provider, and name the infra - envs the run builds. Raises BundleError listing every problem found. Reads the store but writes nothing.""" + envs the run builds; ``played`` skips each task's played agent's deploys (``played_deploys``). Raises BundleError + listing every problem found. Reads the store but writes nothing.""" walk = _Walk(plan, sandbox) for task in tasks: - walk.task(task) + walk.task(task, skip=played_deploys(task) if played else frozenset()) return walk.finish() @@ -135,10 +136,12 @@ def __init__(self, plan: Plan, sandbox: str | None): # Each deploy of an image the bundle builds: (where, what, its provider's links, the images it accepts on each) self.uses: dict[str, list[tuple[str, str, list[SandboxProvider], Callable[[SandboxProvider], Accepts]]]] = {} - def task(self, task: ResolvedEntry) -> None: + def task(self, task: ResolvedEntry, skip: frozenset[str]) -> None: steps = [build_step(config) for config in task.config] sandboxes = {step.sandbox_name: step for step in steps if isinstance(step, DeploySandboxTaskStep)} for step in steps: + if step.id in skip: + continue where = f"{relative(self.plan.bundle.bundle.root, task.entry.path)}: step {step.id!r}" try: if isinstance(step, DeployEnvTaskStep): diff --git a/src/agent_env/bundle/resolve.py b/src/agent_env/bundle/resolve.py index 53899ece..277b0b7a 100644 --- a/src/agent_env/bundle/resolve.py +++ b/src/agent_env/bundle/resolve.py @@ -12,7 +12,7 @@ import functools import unicodedata from collections.abc import Callable, Iterator -from dataclasses import dataclass, field +from dataclasses import dataclass, field, replace from pathlib import Path from typing import Any @@ -111,6 +111,35 @@ def resolve_bundle(bundle: Bundle) -> ResolvedBundle: return _Resolver(bundle).resolve() +def played_deploys(entry: ResolvedEntry) -> frozenset[str]: + """The ``deploy_agent`` steps of a task's only prompted agent, which a caller playing that agent itself + (``EpisodeSpec``) stands in for; none when the entry isn't a task, or prompts no agent or several.""" + if entry.entry.kind is not BundleKind.TASK: + return frozenset() + prompted = {_agent_name(step) for step in entry.config if step.get("type") == "prompt_agent"} + if len(prompted) != 1: + return frozenset() + return frozenset(step.get("id") for step in entry.config + if step.get("type") == "deploy_agent" and _agent_name(step) in prompted) + + +def without_played_agents(resolved: ResolvedBundle) -> ResolvedBundle: + """``resolved`` without what each task's played agent would deploy: the caller plays it, so the agent and its + snapshot files needn't exist. Its envs stay referenced, since the stand-in binds the same ones.""" + + def kept(entry: ResolvedEntry) -> ResolvedEntry: + played = played_deploys(entry) + return replace(entry, references=tuple( + ref for ref in entry.references + if ref.kind is EntityKind.ENV or not any(ref.where.startswith(f"step {step!r}: ") for step in played))) + + return replace(resolved, entries=tuple(kept(entry) for entry in resolved.entries)) + + +def _agent_name(step: dict) -> str: + return step.get("agent_name") or TaskStep.DEFAULT_AGENT_NAME + + class _Skip(Exception): """An entry that can't be resolved; its problem is already recorded.""" diff --git a/src/agent_env/bundle/run.py b/src/agent_env/bundle/run.py index 8bcec78d..41ee0e14 100644 --- a/src/agent_env/bundle/run.py +++ b/src/agent_env/bundle/run.py @@ -39,7 +39,7 @@ from .parse import BundleEntry, BundleError, BundleKind, parse_bundle from .plan import Plan, Write, plan_bundle from .preflight import Preflight, preflight_run -from .resolve import BuiltImage, BundleImage, Reference, ReferencedImage, resolve_bundle +from .resolve import BuiltImage, BundleImage, Reference, ReferencedImage, resolve_bundle, without_played_agents logger = logging.getLogger(__name__) @@ -168,6 +168,16 @@ def images(self) -> tuple[str, ...]: ) +@dataclass(frozen=True) +class PreparedBundle: + """A bundle as ``run_bundle`` leaves it before its first task: planned, its deploys checked, what changed + written and its infra envs built. ``tasks`` are the selected ones, each at the version written or reused.""" + + plan: Plan + materialization: Materialization + tasks: tuple[tuple[BundleEntry, Task], ...] + + class RunInterrupted(KeyboardInterrupt): """Ctrl-C or SIGTERM stopped ``run_bundle``. ``result`` holds every run, those it cancelled included, each torn down unless a second signal stopped that.""" @@ -215,22 +225,13 @@ def run_bundle( build_sandbox_provider(sandbox) say = _progress(on_progress) with namespace_routing(): - plan, preflight = _planned(root, tasks, evals, id_root, sandbox) - materialization = materialize( - plan, - on_wait=lambda: say("waiting for another agent-env run to finish writing this bundle's ids"), - on_build=lambda write: say(f"{_label(plan, write)}: building with docker, which can take minutes"), - on_write=lambda done: say(_written(plan, done)), - contexts=preflight.contexts, - ) - entries = _to_run(plan) - to_run = [(entry, Task.get(entry.id, materialization.version_of("task", entry.id))) for entry in entries] - if preflight.infra: - ensure_default_envs(preflight.infra_kinds, say=say) + prepared = _prepare(root, tasks, evals, sandbox, id_root, False, say) + plan, entries = prepared.plan, [entry for entry, _ in prepared.tasks] with Interrupts() as interrupts: - runs = interrupts.run(_run_all(plan, to_run, model, sandbox, keep, say, interrupts)) + runs = interrupts.run(_run_all(plan, list(prepared.tasks), model, sandbox, keep, say, interrupts)) _mark_cancelled(runs, interrupts.reason) - result = _bundle_run(plan, materialization, runs, _skipped(plan, entries, every=not tasks and not evals)) + result = _bundle_run(plan, prepared.materialization, runs, + _skipped(plan, entries, every=not tasks and not evals)) if not interrupts.count: return result if interrupts.count == 1: @@ -241,6 +242,28 @@ def run_bundle( raise RunInterrupted(result, interrupts.signum) +def prepare_bundle( + root: Path | str, + *, + tasks: Sequence[str] = (), + evals: Sequence[str] = (), + sandbox: str | None = None, + on_progress: Callable[[str], None] | None = None, + id_root: str | None = None, + played: bool = False, +) -> PreparedBundle: + """Do what ``run_bundle`` with these arguments does before its first task runs, and stop there. ``played`` + leaves out what each task's only prompted agent would deploy, for a caller that plays that agent itself + (``EpisodeSpec``), so the agent needn't exist. + + It doesn't turn namespace routing on: the caller keeps it on for as long as it runs the tasks + (``agent_env.store.routing.namespace_routing``), which suits a service that runs nothing else. Raises what + ``run_bundle`` raises before its first task runs, except for a running event loop, which it doesn't need.""" + if sandbox: + build_sandbox_provider(sandbox) + return _prepare(root, tasks, evals, sandbox, id_root, played, _progress(on_progress)) + + def dry_run_bundle( root: Path | str, *, @@ -290,13 +313,31 @@ def _bundle_run(plan: Plan, materialization: Materialization, runs: tuple[TaskRu return BundleRun(materialization, runs, eval_runs, skipped) +def _prepare(root: Path | str, tasks: Sequence[str], evals: Sequence[str], sandbox: str | None, id_root: str | None, + played: bool, say: Callable[[str], None]) -> PreparedBundle: + plan, preflight = _planned(root, tasks, evals, id_root, sandbox, played=played) + materialization = materialize( + plan, + on_wait=lambda: say("waiting for another agent-env run to finish writing this bundle's ids"), + on_build=lambda write: say(f"{_label(plan, write)}: building with docker, which can take minutes"), + on_write=lambda done: say(_written(plan, done)), + contexts=preflight.contexts, + ) + to_run = tuple((entry, Task.get(entry.id, materialization.version_of("task", entry.id))) for entry in _to_run(plan)) + if preflight.infra: + ensure_default_envs(preflight.infra_kinds, say=say) + return PreparedBundle(plan, materialization, to_run) + + def _planned(root: Path | str, tasks: Sequence[str], evals: Sequence[str], id_root: str | None, - sandbox: str | None) -> tuple[Plan, Preflight]: - plan = plan_bundle(resolve_bundle(parse_bundle(Path(root), id_root=id_root)), tasks=tasks, evals=evals) + sandbox: str | None, *, played: bool = False) -> tuple[Plan, Preflight]: + resolved = resolve_bundle(parse_bundle(Path(root), id_root=id_root)) + plan = plan_bundle(without_played_agents(resolved) if played else resolved, tasks=tasks, evals=evals) refuse_store_tasks(plan) to_run = set(_to_run(plan)) return plan, preflight_run(plan, [write.source for write in plan.writes - if write.kind is BundleKind.TASK and write.source.entry in to_run], sandbox) + if write.kind is BundleKind.TASK and write.source.entry in to_run], sandbox, + played=played) def _to_run(plan: Plan) -> tuple[BundleEntry, ...]: diff --git a/src/agent_env/cli/run.py b/src/agent_env/cli/run.py index a57137f7..6dae96c3 100644 --- a/src/agent_env/cli/run.py +++ b/src/agent_env/cli/run.py @@ -12,7 +12,8 @@ from agent_env.bundle import (BundleError, BundleKind, BundleRun, DryRun, Outcome, RunInterrupted, TaskRun, dry_run_bundle, run_bundle) -from agent_env.bundle.installed import InstalledBundle, checked, find_bundle, installed_bundles, run_name +from agent_env.bundle.installed import (InstalledBundle, checked, find_bundle, installed_bundles, locate_bundle, + path_like, run_name) from agent_env.plugins._discovery import discovery_error from agent_env.providers.sandbox_providers.local_sandbox import LocalSandbox from agent_env.task.interrupts import Interrupts @@ -65,7 +66,7 @@ def run(ctx: click.Context, bundle: str | None, tasks: tuple[str, ...], evals: t raise click.UsageError("--task, --eval, --model, --sandbox, --keep and --dry-run need a BUNDLE to run") _list_installed() return - root, id_root = _locate(bundle) + root, id_root = locate_bundle(bundle, _installed) verbose = ctx.find_root().params.get("verbose") try: if dry_run: @@ -92,24 +93,10 @@ def run(ctx: click.Context, bundle: str | None, tasks: tuple[str, ...], evals: t raise SystemExit(1) -def _path_like(text: str) -> bool: - """Text that names a folder even when there is none there.""" - return text.startswith((".", "/", "~")) - - -def _locate(text: str) -> tuple[Path, str | None]: - """The folder ``text`` names, and the id root of an installed bundle's. An existing folder wins, and text - that starts like a path is always one; anything else names an installed bundle.""" - if _path_like(text) or os.path.isdir(text): - return Path(text), None - found = find_bundle(text, _installed()) - return found.root, found.id_root - - def _note_an_installed_namesake(error: BundleError, text: str, root: Path, id_root: str | None) -> None: """A folder that isn't a bundle can hide the installed bundle the user meant. The note names it by its qualified name, which only helps when that isn't what was typed and isn't a folder too.""" - if id_root is not None or _path_like(text) or _has_kind_folder(root): + if id_root is not None or path_like(text) or _has_kind_folder(root): return try: found = find_bundle(text) diff --git a/src/agent_env/openenv/__init__.py b/src/agent_env/openenv/__init__.py new file mode 100644 index 00000000..92d82670 --- /dev/null +++ b/src/agent_env/openenv/__init__.py @@ -0,0 +1,6 @@ +"""Every task of a bundle as an OpenEnv env (https://github.com/huggingface/OpenEnv): ``build_app`` returns the server +any OpenEnv client resets, steps and scores. The only part of agent-env that imports ``openenv``.""" + +from .app import build_app + +__all__ = ["build_app"] diff --git a/src/agent_env/openenv/app.py b/src/agent_env/openenv/app.py new file mode 100644 index 00000000..3acbe54a --- /dev/null +++ b/src/agent_env/openenv/app.py @@ -0,0 +1,132 @@ +"""``build_app``: the OpenEnv server for a bundle's tasks.""" + +from __future__ import annotations + +import functools +import logging +from collections.abc import Callable, Mapping +from contextlib import ExitStack +from pathlib import Path + +from fastapi import FastAPI +from openenv.core.env_server.http_server import create_app +from openenv.core.env_server.mcp_types import CallToolAction, CallToolObservation +from openenv.core.env_server.types import Observation + +from agent_env.bundle import BundleError, BundleKind, PreparedBundle, parse_bundle, prepare_bundle +from agent_env.bundle.installed import locate_bundle +from agent_env.store.routing import namespace_routing +from agent_env.task import EpisodeError, EpisodeSpec, Task + +from .environment import AgentEnvEnvironment, Served, ServedTask + +logger = logging.getLogger(__name__) + +_Source = str | Path + + +def build_app( + bundle: _Source | Mapping[str, _Source], + *, + reward: str | Callable[[dict[str, float]], float] | None = None, + sandbox: str | None = None, + max_concurrent_envs: int = 8, +) -> FastAPI: + """The OpenEnv server for ``bundle``'s tasks: a folder or an installed bundle's name, as ``agent-env run BUNDLE`` + reads it, whose evals are splits beside ``all``; or a mapping of split name to bundle. Each session plays one + episode of a task at a time, deploying where ``sandbox`` names, as ``agent-env run --sandbox`` does. + + ``reward`` makes the reward of a task's scores: a step id, or a function of the scores by step id; without it a + task that records one score has that one. Each bundle is prepared as ``agent-env run`` prepares it before its + first task, without the agent a client plays, and a task that can't run as an episode is left out and logged. + Namespace routing stays on until the app shuts down, when every open episode is torn down. Raises BundleError + when a bundle can't be prepared or serves no task, and ValueError when ``reward`` can't score every task.""" + routing = ExitStack() + routing.enter_context(namespace_routing()) + try: + prepared = {split: _prepared(source, sandbox) for split, source in _sources(bundle).items()} + served = Served(splits=_served(_splits(bundle, prepared), reward), + reward=reward if callable(reward) else None, sandbox=sandbox) + except BaseException: + routing.close() + raise + names = "+".join(dict.fromkeys(each.plan.bundle.bundle.name for each in prepared.values())) + app = create_app(functools.partial(AgentEnvEnvironment, served), CallToolAction, CallToolObservation, + env_name=names, max_concurrent_envs=max_concurrent_envs, reset_observation_cls=Observation) + + async def tear_down() -> None: + try: + await served.close("the server shut down") + finally: + routing.close() + + app.router.on_shutdown.append(tear_down) + return app + + +def _sources(bundle: _Source | Mapping[str, _Source]) -> dict[str | None, _Source]: + return dict(bundle) if isinstance(bundle, Mapping) else {None: bundle} + + +def _prepared(source: _Source, sandbox: str | None) -> PreparedBundle: + """``source`` prepared with every task and eval selected, so ``all`` holds every task, evals or not.""" + root, id_root = locate_bundle(str(source)) + entries = parse_bundle(Path(root), id_root=id_root).entries + return prepare_bundle( + root, tasks=[entry.name for entry in entries if entry.kind is BundleKind.TASK], + evals=[entry.name for entry in entries if entry.kind is BundleKind.EVAL], sandbox=sandbox, + on_progress=logger.info, id_root=id_root, played=True) + + +def _splits(bundle: _Source | Mapping[str, _Source], + prepared: dict[str | None, PreparedBundle]) -> dict[str, list[tuple[str, Task]]]: + if isinstance(bundle, Mapping): + return {split: [(entry.name, task) for entry, task in each.tasks] for split, each in prepared.items()} + [only] = prepared.values() + tasks = [(entry.name, task) for entry, task in only.tasks] + named = {task.id: (name, task) for name, task in tasks} + return {**{entry.entry.name: [named[ref.id] for ref in entry.references] for entry in only.plan.evals}, + "all": tasks} + + +def _served(splits: dict[str, list[tuple[str, Task]]], + reward: str | Callable[[dict[str, float]], float] | None) -> dict[str, tuple[ServedTask, ...]]: + refused: dict[str, str] = {} + unscorable: dict[str, str] = {} + served: dict[str, tuple[ServedTask, ...]] = {} + for split, tasks in splits.items(): + kept = [] + for name, task in tasks: + try: + spec = EpisodeSpec.from_task(task) + except EpisodeError as e: + refused[task.id] = str(e) + continue + scored_by, problem = _scored_by(task, reward) + if problem: + unscorable[task.id] = problem + kept.append(ServedTask(task, name, spec, scored_by)) + served[split] = tuple(kept) + for why in refused.values(): + logger.warning("left out: %s", why) + if unscorable: + raise ValueError("reward= can't make a reward of every task's scores:\n" + "\n".join(unscorable.values())) + if not any(served.values()): + raise BundleError([f"no task can be served as an OpenEnv env: {why}" for why in refused.values()] + or ["no task can be served as an OpenEnv env: the bundle has none"]) + return served + + +def _scored_by(task: Task, reward: str | Callable[[dict[str, float]], float] | None) -> tuple[str | None, str | None]: + """The step whose score is ``task``'s reward, or why ``reward`` can't choose one; a function chooses none.""" + if callable(reward): + return None, None + scoring = [step.id for step in task.steps if getattr(step, "verifier_id", None)] + if reward is None: + if len(scoring) > 1: + return None, (f"task {task.id!r} records a score at each of {', '.join(scoring)}; name the one that is " + "its reward with reward=") + return (scoring[0] if scoring else None), None + if reward not in scoring: + return None, f"task {task.id!r} records no score at step {reward!r}; it records them at {scoring}" + return reward, None diff --git a/src/agent_env/openenv/environment.py b/src/agent_env/openenv/environment.py new file mode 100644 index 00000000..b43510a9 --- /dev/null +++ b/src/agent_env/openenv/environment.py @@ -0,0 +1,296 @@ +"""A bundle's tasks as an OpenEnv env: each session plays one episode of a task at a time (``EpisodeSpec``), as +OpenEnv's own tool envs do. Reset deploys and opens the first turn, steps list and call the env's tools, and the +``end_turn`` tool hands the reply back; an episode that can't go on ends in an observation, never an exception.""" + +from __future__ import annotations + +import asyncio +from collections.abc import Callable, Coroutine +from contextlib import AsyncExitStack +from dataclasses import dataclass, field +from typing import Any + +import httpx +from agentenv_protocol import ToolSessionError +from openenv.core.env_server.interfaces import Environment +from openenv.core.env_server.mcp_types import ( + RESERVED_TOOL_NAMES, + CallToolAction, + CallToolObservation, + ListToolsAction, + ListToolsObservation, + Tool, + ToolError, + ToolErrorType, +) +from openenv.core.env_server.types import Observation, State + +from agent_env.task import EpisodeError, EpisodeSpec, Task +from agent_env.task.episode import Episode, Turn +from agent_env.task.episode.run import TurnTools + +END_TURN = Tool( + name="end_turn", + description="End your turn with your reply. The episode goes on to your next turn, or ends and is scored.", + input_schema={"type": "object", "properties": {"response": {"type": "string", "description": "Your reply."}}}, +) +ENDED = "the episode has ended; call reset" + + +@dataclass(frozen=True) +class ServedTask: + """A task served as an episode, and the step whose score is its reward unless the reward is a function.""" + + task: Task + name: str + spec: EpisodeSpec + scored_by: str | None + + +@dataclass +class Served: + """What one server serves, shared by every session: each split's tasks, the reward rule, where envs deploy, and + the sessions holding an episode, which the server's shutdown tears down.""" + + splits: dict[str, tuple[ServedTask, ...]] + reward: Callable[[dict[str, float]], float] | None + sandbox: str | None + live: set[AgentEnvEnvironment] = field(default_factory=set) + ending: set[asyncio.Task] = field(default_factory=set) + + async def close(self, reason: str) -> None: + await asyncio.gather(*(env._end(reason) for env in list(self.live)), *self.ending) + + def end_later(self, ending: Coroutine[Any, Any, None]) -> asyncio.Task: + task = asyncio.ensure_future(ending) + self.ending.add(task) + task.add_done_callback(self.ending.discard) + return task + + +class AgentEnvEnvironment(Environment): + SUPPORTS_CONCURRENT_SESSIONS = True + + def __init__(self, served: Served): + super().__init__() + self._served = served + self._loop: asyncio.AbstractEventLoop | None = None + self._served_task: ServedTask | None = None + self._episode: Episode | None = None + self._turn: Turn | None = None + self._tools: TurnTools | None = None + self._stack: AsyncExitStack | None = None + self._done = False + self._state = State(episode_id=None, step_count=0) + + # The Task API + + def list_splits(self) -> list[str]: + return list(self._served.splits) + + def list_tasks(self, split: str) -> list[dict[str, Any]]: + return [self._describe(split, index) for index in range(self.num_tasks(split))] + + def num_tasks(self, split: str) -> int: + return len(self._split(split)) + + def get_task(self, split: str, index: int) -> dict[str, Any]: + return self._describe(split, index) + + def get_task_range(self, split: str, start: int | None = None, stop: int | None = None) -> list[dict[str, Any]]: + return [self._describe(split, index) for index in range(self.num_tasks(split))[start:stop]] + + # The episode + + async def reset_async(self, seed: int | None = None, episode_id: str | None = None, *, split: str = "all", + index: int = 0, **kwargs: Any) -> Observation: + await self._end("reset") + self._loop = asyncio.get_running_loop() + self._done, self._served_task, self._state = False, None, State(episode_id=None, step_count=0) + try: + self._served_task = self._task_at(split, index) + except IndexError as e: + return self._ended(str(e)) + self._state = State(episode_id=None, step_count=0, task_id=self._served_task.task.id, + task_name=self._served_task.name, split=split, index=index, turn=None, done=False) + self._served.live.add(self) + try: + self._episode = await self._served_task.spec.start(sandbox=self._served.sandbox) + self._state.episode_id = self._episode.id + turn = await self._episode.next_turn() + if turn is None: + raise EpisodeError("the run ended before the agent's first turn") + await self._open(turn) + except Exception as e: + return await self._fail(e) + return Observation(done=False, reward=None, metadata={ + "prompt": turn.prompt, "system_prompt": turn.system_prompt, "task": self._task_metadata()}) + + def reset(self, seed: int | None = None, episode_id: str | None = None, **kwargs: Any) -> Observation: + raise NotImplementedError("an AgentEnv episode runs on the server's event loop: reset_async") + + async def step_async(self, action: Any, timeout_s: float | None = None, **kwargs: Any) -> Observation: + if isinstance(action, ListToolsAction): + if (ended := await self._ended_episode()) is not None: + return ListToolsObservation(tools=[], done=True, reward=None, metadata=ended) + return ListToolsObservation(tools=[*map(_tool, self._tools.list()), END_TURN]) + if not isinstance(action, CallToolAction): + raise TypeError(f"unsupported action {type(action).__name__}; use ListToolsAction or CallToolAction") + if (ended := await self._ended_episode()) is not None: + return CallToolObservation(tool_name=action.tool_name, done=True, reward=None, metadata=ended) + self._state.step_count += 1 + if action.tool_name == END_TURN.name: + return await self._end_turn(action.tool_name, action.arguments.get("response") or "") + return await self._call(action, timeout_s) + + def step(self, action: Any, timeout_s: float | None = None, **kwargs: Any) -> Observation: + raise NotImplementedError("an AgentEnv episode runs on the server's event loop: step_async") + + @property + def state(self) -> State: + return self._state + + def close(self) -> None: + """OpenEnv closes a session's env from a worker thread, and an HTTP request's from its own event loop, which + can't wait here; there the teardown runs on, and the server's shutdown waits for it.""" + if self._loop is None or self._loop.is_closed(): + return + try: + running = asyncio.get_running_loop() + except RuntimeError: + running = None + if running is self._loop: + self._served.end_later(self._end("the session closed")) + else: + asyncio.run_coroutine_threadsafe(self._end("the session closed"), self._loop).result() + + async def _call(self, action: CallToolAction, timeout_s: float | None) -> CallToolObservation: + name = action.tool_name + try: + result = await asyncio.wait_for(self._tools.call(name, action.arguments), timeout_s) + except EpisodeError as e: + return _tool_error(name, ToolErrorType.TOOL_NOT_FOUND, e) + except TimeoutError as e: + return _tool_error(name, ToolErrorType.TIMEOUT, e) + except httpx.HTTPError as e: + return _tool_error(name, ToolErrorType.TRANSPORT_ERROR, e) + except ToolSessionError as e: + return _tool_error(name, ToolErrorType.EXECUTION_ERROR, e) + if result.isError: + return _tool_error(name, ToolErrorType.EXECUTION_ERROR, result.text) + return CallToolObservation(tool_name=name, result={"content": result.content, "is_error": False}) + + async def _end_turn(self, name: str, response: str) -> CallToolObservation: + await self._turn.end(response) + await self._close_tools() + try: + turn = await self._episode.next_turn() + if turn is not None: + await self._open(turn) + return CallToolObservation(tool_name=name, done=False, reward=None, result={ + "prompt": turn.prompt, "system_prompt": turn.system_prompt}) + scores = await self._episode.result() + except Exception as e: + observation = await self._fail(e) + return CallToolObservation(tool_name=name, done=True, reward=None, metadata=observation.metadata) + await self._end("the episode ended") + return CallToolObservation(tool_name=name, done=True, **self._scored(scores)) + + def _scored(self, scores: dict[str, float]) -> dict[str, Any]: + """The final observation's reward and metadata, as ``reward=`` makes a reward of the scores.""" + self._finish() + metadata: dict[str, Any] = {"scores": scores, "task": self._task_metadata()} + step = self._served_task.scored_by + try: + reward = self._served.reward(scores) if self._served.reward else scores.get(step) if step else None + except Exception as e: + reward, metadata["status"], metadata["error"] = None, "error", f"reward= raised {_described(e)}" + else: + if step and step not in scores: + metadata["status"], metadata["error"] = "error", f"the run recorded no score at step {step!r}" + return {"reward": reward, "metadata": metadata} + + async def _open(self, turn: Turn) -> None: + self._turn, self._stack = turn, AsyncExitStack() + self._tools = await self._stack.enter_async_context(turn.tools()) + self._state.turn = turn.step_id + if clash := sorted({tool.name for tool in self._tools.list()} & {*RESERVED_TOOL_NAMES, END_TURN.name}): + raise EpisodeError(f"the env offers tools OpenEnv reserves: {', '.join(clash)}") + + async def _ended_episode(self) -> dict[str, Any] | None: + """The error metadata a step answers with once the episode can't go on: it has ended, or its run has.""" + if self._done or self._episode is None: + return {"status": "error", "error": ENDED, "task": self._task_metadata()} + if not self._episode.finished: + return None + try: + await self._episode.result() + error = "the run ended while the agent's turn was open" + except Exception as e: + error = _described(e) + return (await self._fail(error)).metadata + + async def _fail(self, error: Exception | str) -> Observation: + await self._end(error if isinstance(error, str) else _described(error)) + return self._ended(error if isinstance(error, str) else _described(error)) + + def _ended(self, error: str) -> Observation: + self._finish() + return Observation(done=True, reward=None, metadata={ + "status": "error", "error": error, "task": self._task_metadata()}) + + def _finish(self) -> None: + self._done = True + self._state.done = True + + async def _end(self, reason: str) -> None: + """Abandon the episode and close the turn's tools, waiting for the teardown. The abandon is tracked before + anything is awaited, so a server shutting down meanwhile waits for it too.""" + episode, self._episode = self._episode, None + abandoning = self._served.end_later(episode.abandon(reason)) if episode is not None else None + self._served.live.discard(self) + await self._close_tools() + self._turn = None + if abandoning is not None: + await abandoning + + async def _close_tools(self) -> None: + stack, self._stack, self._tools = self._stack, None, None + if stack is not None: + await stack.aclose() + + def _split(self, split: str) -> tuple[ServedTask, ...]: + if split not in self._served.splits: + raise IndexError(f"there is no split {split!r}; the splits are {', '.join(self._served.splits)}") + return self._served.splits[split] + + def _task_at(self, split: str, index: int) -> ServedTask: + tasks = self._split(split) + if not 0 <= index < len(tasks): + raise IndexError(f"split {split!r} has {len(tasks)} tasks, so it has no task {index}") + return tasks[index] + + def _describe(self, split: str, index: int) -> dict[str, Any]: + served = self._task_at(split, index) + prompt, system_prompt = served.spec.prompts[0] + return {"id": served.task.id, "name": served.name, "index": index, "prompt": prompt, + "system_prompt": system_prompt, "agent": served.spec.trainer_agents[0]} + + def _task_metadata(self) -> dict[str, Any] | None: + if self._served_task is None: + return None + return {"id": self._served_task.task.id, "name": self._served_task.name, "split": self._state.split, + "index": self._state.index} + + +def _tool(tool: Any) -> Tool: + return Tool(name=tool.name, description=tool.description or "", input_schema=tool.inputSchema or {"type": "object"}) + + +def _tool_error(name: str, kind: ToolErrorType, error: Exception | str) -> CallToolObservation: + return CallToolObservation(tool_name=name, error=ToolError( + error_type=kind, message=error if isinstance(error, str) else _described(error))) + + +def _described(error: Exception) -> str: + return f"{type(error).__name__}: {error}" diff --git a/src/agent_env/task/episode/run.py b/src/agent_env/task/episode/run.py index 8ee4ddfd..244f78a7 100644 --- a/src/agent_env/task/episode/run.py +++ b/src/agent_env/task/episode/run.py @@ -8,6 +8,7 @@ from agentenv_protocol import EnvironmentTool, ToolResult, ToolSession from agent_env.providers.sandbox_providers.sandbox_provider import sandbox_request_headers_for_url +from agent_env.store.routing import run_scope from agent_env.task.store import record_task_cancelled from agent_env.task.task import Task, recorded_scores, substitute_seed_in_steps from agent_env.task.teardown import teardown_run @@ -126,6 +127,11 @@ def __init__(self, id: str, task: Task, context: TaskStepContext): self._tearing_down = False self._abandoned: str | None = None + @property + def finished(self) -> bool: + """Whether the run has ended, its teardown with it; ``result()`` then returns or raises at once.""" + return self._run.done() + async def next_turn(self) -> Turn | None: """The next outside turn the run reaches, or None once the run has finished. Raises the run's error if it failed first. End the turns you hold before waiting on one that depends on them.""" @@ -191,7 +197,7 @@ async def _drive(self, running: asyncio.Event) -> None: if report.still_up: logger.warning("episode %s: %s may still be up", self.id, [s.sandbox_id for s in report.still_up]) if self._abandoned is not None: - await asyncio.to_thread(record_task_cancelled, self.id, self._abandoned, Task._utc_now_str()) + await asyncio.to_thread(_record_cancelled, self._task.id, self.id, self._abandoned) finally: del _live[self.id] @@ -232,3 +238,10 @@ async def _play(self, step: _EpisodeTurnStep) -> str: def _episode_of(context: TaskStepContext) -> Episode: return _live[context.metadata["episode"]["id"]] + + +def _record_cancelled(task_id: str, instance_id: str, reason: str) -> None: + """Marked where the run recorded its instance, as ``Task.run`` scopes it: an ``@local`` task's in the local + stores.""" + with run_scope(task_id): + record_task_cancelled(instance_id, reason, Task._utc_now_str()) diff --git a/src/agent_env/task/episode/spec.py b/src/agent_env/task/episode/spec.py index 0ddddda0..fba82d3a 100644 --- a/src/agent_env/task/episode/spec.py +++ b/src/agent_env/task/episode/spec.py @@ -42,13 +42,23 @@ def from_task( steps = [_stand_in(step, as_run, deploys, turn_timeout) for step, as_run in zip(task.steps, seeded)] return cls(copy=Task(id=task.id, version=task.version, steps=steps), trainer_agents=tuple(outside), seed=seed) - async def start(self) -> Episode: + @property + def prompts(self) -> tuple[tuple[str, str | None], ...]: + """Each outside turn's prompt and system prompt as the run hands them over, in step order: what a dataset + row can carry before anything is deployed.""" + seeded = substitute_seed_in_steps(self._copy.steps, self._seed or {}) + return tuple((step.prompt, step.system_prompt) for step in seeded if isinstance(step, _EpisodeTurnStep)) + + async def start(self, *, sandbox: str | None = None) -> Episode: """Start one run of the task, a new episode each call. It returns once the run's record exists, before - anything is deployed; ``next_turn()`` is where the deploys and setup are waited for.""" + anything is deployed; ``next_turn()`` is where the deploys and setup are waited for. ``sandbox`` is the + provider its envs, agents, sandboxes and judge deploy on, as ``agent-env run --sandbox`` sets it.""" episode_id = uuid.uuid4().hex metadata: dict[str, Any] = {"episode": {"id": episode_id, "trainer_agents": list(self.trainer_agents)}} if self._seed: metadata["seed"] = dict(self._seed) + if sandbox: + metadata["user_overrides"] = {"env_sandbox": sandbox, "agent_sandbox": sandbox, "sandbox": sandbox} episode = Episode(episode_id, self._copy, TaskStepContext(metadata=metadata)) await episode._launch() return episode diff --git a/tst/integration/openenv/__init__.py b/tst/integration/openenv/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/tst/integration/openenv/build_app_test.py b/tst/integration/openenv/build_app_test.py new file mode 100644 index 00000000..26b55113 --- /dev/null +++ b/tst/integration/openenv/build_app_test.py @@ -0,0 +1,249 @@ +"""``build_app`` on local Docker, served by uvicorn and driven by OpenEnv's own clients over its WebSocket: a bundle +task played and unplayed scores as ``agent-env run`` scores it, every episode-ending failure arrives as an error +observation, each session's episode is torn down however it ends, and OpenEnv's validator accepts the server. + +Requires a docker daemon; reuses the items server env and throwaway registry of ``server_env_local_test``.""" + +import asyncio +import contextlib +import json +import subprocess +import sys +import threading +import time +import uuid +from pathlib import Path + +import httpx +import pytest +import uvicorn +from openenv.core.generic_client import GenericEnvClient +from openenv.core.mcp_client import MCPToolClient + +from agent_env.artifact import EnvironmentArtifact, FileArtifact +from agent_env.bundle import BundleError, run_bundle +from agent_env.env.envs.mcp_server import MCPServerEnv +from agent_env.openenv import build_app +from agent_env.task import Task +from tst.integration.env.envs.server_env_local_test import VERIFY_CRATE, _docker, _free_port, _put_items_image +from tst.util.a2a_test_agent import put_test_agent + +pytestmark = pytest.mark.integration + +RAISING_VERIFY = "async def verify(mcp_url):\n raise RuntimeError('the verifier broke')\n" + + +@pytest.fixture +def items(local_stack, tmp_path, monkeypatch): + """The items env and its verifier in the store, and a writer of bundle folders whose tasks play it.""" + monkeypatch.setenv("HOME", str(tmp_path)) + uid = uuid.uuid4().hex[:8] + env = MCPServerEnv.put(id=f"openenv-items-{uid}", docker_image_artifact=_put_items_image(f"openenv-items-{uid}"), + environment_name="items", env_provider_type="server") + verifiers = {name: FileArtifact.put_bytes(id=f"openenv-{name}-{uid}", description="openenv e2e", + filename="verify.py", content=code.encode(), + content_type="text/x-python").id + for name, code in (("crate", VERIFY_CRATE), ("raising", RAISING_VERIFY))} + broken = EnvironmentArtifact.put(id=f"openenv-broken-{uid}", environment_name="items", file_artifact=( + FileArtifact.put_bytes(id=f"openenv-broken-file-{uid}", description="openenv e2e", filename="items.json", + content=b"not json", content_type="application/json"))) + + def task(*, agent="nobody", verifier="crate", load=None, turns=1): + steps = [{"id": "env", "type": "deploy_env", "env_id": env.id}] + if load is not None: + steps.append({"id": "load", "type": "load_artifact", "env_id": env.id, "artifact_id": load}) + steps.append({"id": "policy", "type": "deploy_agent", "agent_name": "policy", "a2a_agent_id": agent, + "env_ids": [env.id], "role": "alice@example.com", "system_prompt": "You keep the items."}) + for n in range(turns): + steps.append({"id": f"play-{n}", "type": "prompt_agent", "agent_name": "policy", "prompt_id": f"play-{n}", + "prompt": "Add a crate." if n == 0 else "Add another.", "timeout_seconds": 300, + **({"depends_on": [f"play-{n - 1}"]} if n else {})}) + steps.append({"id": "check", "type": "env_outcome_verifier", "env_id": env.id, + "file_artifact_id": verifiers[verifier], "verifier_id": "crate"}) + return steps + + def bundle(name, tasks, evals=None): + root = tmp_path / name + for task_name, steps in tasks.items(): + (root / "tasks").mkdir(parents=True, exist_ok=True) + (root / "tasks" / f"{task_name}.json").write_text(json.dumps(steps)) + for eval_name, names in (evals or {}).items(): + (root / "evals").mkdir(exist_ok=True) + (root / "evals" / f"{eval_name}.toml").write_text(f"tasks = {json.dumps(names)}\n") + return root + + task.bundle, task.broken, task.sandboxes = bundle, broken.id, tmp_path / "sandboxes" + return task + + +@contextlib.contextmanager +def _serving(app): + """``app`` under uvicorn on a thread of its own, its lifespan included, as a deployment serves it.""" + server = uvicorn.Server(uvicorn.Config(app, host="127.0.0.1", port=_free_port(), log_level="warning")) + thread = threading.Thread(target=server.run, daemon=True) + thread.start() + deadline = time.monotonic() + 30 + while not server.started: + assert time.monotonic() < deadline and thread.is_alive(), "uvicorn didn't start" + time.sleep(0.05) + try: + yield f"http://127.0.0.1:{server.config.port}" + finally: + server.should_exit = True + thread.join(timeout=300) + + +def _left(sandboxes: Path) -> list[Path]: + return list(sandboxes.glob("agent-env-*")) + + +async def _play(url, *, add, split="all", index=0): + async with GenericEnvClient(base_url=url, message_timeout_s=300) as env: + reset = await env.reset(split=split, index=index) + if add: + await env.step({"type": "call_tool", "tool_name": "items_add_item", "arguments": {"item": "crate"}}) + ended = await env.step({"type": "call_tool", "tool_name": "end_turn", "arguments": {"response": "Done."}}) + return reset, ended + + +@pytest.mark.asyncio +async def test_a_bundle_task_played_by_openenvs_clients_scores_as_agent_env_run_scores_it(items): + root = items.bundle("dock", {"crate": items(), "wiring": items()[:1]}, evals={"smoke": ["crate"]}) + app = build_app(str(root)) + + with _serving(app) as url: + async with httpx.AsyncClient(base_url=url) as http: + assert [split["name"] for split in (await http.get("/dock/splits")).json()] == ["smoke", "all"] + task = (await http.post("/dock/task", json={"split": "all", "index": 0})).json()["task"] + assert (task["name"], task["prompt"], task["system_prompt"], task["agent"]) == ( + "crate", "Add a crate.", "You keep the items.", "policy") + + async with GenericEnvClient(base_url=url, message_timeout_s=300) as env: + reset = await env.reset(split="smoke", index=0) + assert (reset.done, reset.observation["metadata"]["prompt"]) == (False, "Add a crate.") + listed = (await env.step({"type": "list_tools"})).observation["tools"] + assert {"items_add_item", "items_whoami", "list_items"} <= {tool["name"] for tool in listed} + assert listed[-1]["name"] == "end_turn" + added = await env.step({"type": "call_tool", "tool_name": "items_add_item", "arguments": {"item": "crate"}}) + assert json.loads(added.observation["result"]["content"][0]["text"]) == {"count": 1} + ended = await env.step({"type": "call_tool", "tool_name": "end_turn", + "arguments": {"response": "Added a crate."}}) + assert (ended.done, ended.reward, ended.observation["metadata"]["scores"]) == (True, 1.0, {"check": 1.0}) + + (_, unplayed), (_, played) = await asyncio.gather(_play(url, add=False), _play(url, add=True)) + assert (unplayed.reward, played.reward) == (0.0, 1.0) + + async with MCPToolClient(base_url=url, message_timeout_s=300) as mcp: + await mcp.reset(split="all", index=0) + assert "items_add_item" in {tool.name for tool in await mcp.list_tools()} + assert json.loads(await mcp.call_tool("items_whoami"))["role"] == "alice@example.com" + assert _left(items.sandboxes) == [] + + echo = items.bundle("dock-echo", {"crate": items(agent=put_test_agent(f"echo-{uuid.uuid4().hex[:8]}").id)}) + [run] = (await asyncio.to_thread(run_bundle, echo)).runs + assert run.scores == {"check": unplayed.reward} + + +@pytest.mark.asyncio +async def test_a_two_turn_task_hands_over_its_next_prompt_then_its_reward(items): + with _serving(build_app(str(items.bundle("dock", {"twice": items(turns=2)})))) as url: + async with GenericEnvClient(base_url=url, message_timeout_s=300) as env: + await env.reset() + first = await env.step({"type": "call_tool", "tool_name": "end_turn", "arguments": {"response": "One."}}) + await env.step({"type": "call_tool", "tool_name": "items_add_item", "arguments": {"item": "crate"}}) + second = await env.step({"type": "call_tool", "tool_name": "end_turn", "arguments": {"response": "Two."}}) + + assert (first.done, first.observation["result"]["prompt"]) == (False, "Add another.") + assert (second.done, second.reward) == (True, 1.0) + + +@pytest.mark.asyncio +async def test_every_failure_that_ends_an_episode_is_an_error_observation_and_a_tool_error_isnt(items): + root = items.bundle("dock", {"crate": items(), "broken-load": items(load=items.broken), + "broken-verify": items(verifier="raising")}) + + with _serving(build_app(str(root))) as url: + async with GenericEnvClient(base_url=url, message_timeout_s=300) as env: + failed_setup = await env.reset(split="all", index=0) + assert (failed_setup.done, failed_setup.observation["metadata"]["status"]) == (True, "error") + assert failed_setup.observation["metadata"]["task"]["name"] == "broken-load" + + await env.reset(split="all", index=1) + bad_call = await env.step({"type": "call_tool", "tool_name": "items_add_item", + "arguments": {"times": "many"}}) + assert (bad_call.done, bad_call.observation["error"]["error_type"]) == (False, "execution_error") + unknown = await env.step({"type": "call_tool", "tool_name": "nope", "arguments": {}}) + assert unknown.observation["error"]["error_type"] == "tool_not_found" + broken_verifier = await env.step({"type": "call_tool", "tool_name": "end_turn", "arguments": {}}) + assert (broken_verifier.done, broken_verifier.reward) == (True, None) + assert "the verifier broke" in broken_verifier.observation["metadata"]["error"] + after = await env.step({"type": "list_tools"}) + assert after.observation["metadata"]["error"] == "the episode has ended; call reset" + + await env.reset(split="all", index=2) + state = await env.state() + context = Task.get_instance(state["episode_id"]).context + [deployed] = context["deployed_envs"] + _docker("kill", f"agent-{deployed['sandbox_id']}") + killed = await env.step({"type": "call_tool", "tool_name": "items_add_item", "arguments": {"item": "x"}}) + assert (killed.done, killed.observation["error"]["error_type"]) == (False, "transport_error") + ended = await env.step({"type": "call_tool", "tool_name": "end_turn", "arguments": {}}) + assert (ended.done, ended.reward, ended.observation["metadata"]["status"]) == (True, None, "error") + assert _left(items.sandboxes) == [] + + +@pytest.mark.asyncio +@pytest.mark.int_test_slow +async def test_each_session_holds_its_own_deployment_and_every_way_it_ends_tears_it_down(items): + root = items.bundle("dock", {"crate": items()}) + + with _serving(build_app(str(root), max_concurrent_envs=2)) as url: + rewards = await asyncio.gather(_play(url, add=True), _play(url, add=False)) + assert [ended.reward for _, ended in rewards] == [1.0, 0.0] + assert _left(items.sandboxes) == [] + + held = GenericEnvClient(base_url=url, message_timeout_s=300) + await held.connect() + await held.reset() + first = (await held.state())["episode_id"] + await held.reset() + assert Task.get_instance(first).status == "cancelled" + assert len(_left(items.sandboxes)) == 1 + + other = GenericEnvClient(base_url=url, message_timeout_s=300) + await other.connect() + await other.reset() + with pytest.raises(Exception, match="(?i)capacity"): + async with GenericEnvClient(base_url=url, message_timeout_s=60) as third: + await third.reset() + await other.close() + await _until(lambda: len(_left(items.sandboxes)) == 1) + open_at_shutdown = (await held.state())["episode_id"] + + assert _left(items.sandboxes) == [] + assert Task.get_instance(open_at_shutdown).status == "cancelled" + + +def test_openenvs_own_validator_runs_against_the_server(items): + root = items.bundle("dock", {"crate": items()}) + + with _serving(build_app(str(root))) as url: + report = subprocess.run([str(Path(sys.executable).with_name("openenv")), "validate", "--url", url, "--level", + "runtime", "--json", "--timeout", "300"], capture_output=True, text=True, timeout=900) + + findings = json.loads(report.stdout) + print(json.dumps(findings, indent=1)) + assert findings, report.stderr + + +def test_a_bundle_naming_an_env_the_store_doesnt_hold_is_refused_at_startup(items): + root = items.bundle("dock", {"crate": [{**items()[0], "env_id": "no-such-env"}, *items()[1:]]}) + + with pytest.raises(BundleError, match="no-such-env"): + build_app(str(root)) + + +async def _until(holds, timeout=120): + async with asyncio.timeout(timeout): + while not holds(): + await asyncio.sleep(0.2) diff --git a/tst/integration/openenv/conftest.py b/tst/integration/openenv/conftest.py new file mode 100644 index 00000000..bf550337 --- /dev/null +++ b/tst/integration/openenv/conftest.py @@ -0,0 +1,3 @@ +"""The items server env and throwaway registry of the server env tests, which these tests serve as OpenEnv envs.""" + +from tst.integration.env.envs.server_env_local_test import local_stack # noqa: F401 diff --git a/tst/unit/bundle/installed_test.py b/tst/unit/bundle/installed_test.py index abf060a1..10f89870 100644 --- a/tst/unit/bundle/installed_test.py +++ b/tst/unit/bundle/installed_test.py @@ -17,7 +17,7 @@ import agent_env from agent_env.bundle import BundleError, BundleKind from agent_env.bundle import installed as installed_module -from agent_env.bundle.installed import BUNDLES, CORE, checked, find_bundle, installed_bundles, run_name +from agent_env.bundle.installed import BUNDLES, CORE, checked, find_bundle, installed_bundles, locate_bundle, run_name from agent_env.cli import cli from agent_env.config.runtime import Config from agent_env.plugins import _discovery @@ -272,6 +272,9 @@ def test_a_folder_wins_over_an_installed_name_and_a_folder_that_isnt_a_bundle_na _registered(monkeypatch, _ep("hello", "demo_bundles")) monkeypatch.chdir(tmp_path) (tmp_path / "hello").mkdir() + assert locate_bundle("hello") == (Path("hello"), None) + assert locate_bundle("./elsewhere") == (Path("./elsewhere"), None) + assert locate_bundle("demo-bundles/hello") == (site / "demo_bundles" / "hello", "@local/demo-bundles/hello") result = CliRunner().invoke(cli, ["run", "hello"]) diff --git a/tst/unit/bundle/run_test.py b/tst/unit/bundle/run_test.py index 56a472c9..54a1fce7 100644 --- a/tst/unit/bundle/run_test.py +++ b/tst/unit/bundle/run_test.py @@ -14,7 +14,7 @@ from agent_env.artifact.artifacts.docker_image import DockerImageArtifact from agent_env.artifact.artifacts.file import FileArtifact from agent_env.artifact.store import get_artifact_store -from agent_env.bundle import BundleError, Outcome, TaskRun, dry_run_bundle, parse_bundle, run_bundle +from agent_env.bundle import BundleError, Outcome, TaskRun, dry_run_bundle, parse_bundle, prepare_bundle, run_bundle from agent_env.bundle.materialize import materialize from agent_env.bundle.plan import plan_bundle from agent_env.bundle.resolve import resolve_bundle @@ -234,6 +234,31 @@ def test_the_model_and_sandbox_reach_each_run_and_one_invocation_shares_a_run_gr assert "user_overrides" not in _Scored.seen[2].metadata +PLAYED = [ + {"id": "agent", "type": "deploy_agent", "agent_name": "policy", "a2a_agent_id": "nobody"}, + {"id": "play", "type": "prompt_agent", "agent_name": "policy", "prompt_id": "play", "prompt": "Add a crate."}, + {"id": "check", "type": "scored_run_test", "verifier_id": "v", "score": 1.0}, +] + + +def test_preparing_for_a_caller_that_plays_the_agent_needs_only_that_agent_to_exist_no_more(bundle_dir): + layout(bundle_dir, {"tasks/play.json": json.dumps(PLAYED)}) + helper = {"id": "helper", "type": "deploy_agent", "agent_name": "helper", "a2a_agent_id": "nobody-else"} + + with namespace_routing(): + with pytest.raises(BundleError, match="'nobody'"): + prepare_bundle(bundle_dir, tasks=["play"]) + prepared = prepare_bundle(bundle_dir, tasks=["play"], played=True) + layout(bundle_dir, {"tasks/play.json": json.dumps([*PLAYED, helper])}) + with pytest.raises(BundleError) as refused: + prepare_bundle(bundle_dir, tasks=["play"], played=True) + + [(entry, task)] = prepared.tasks + assert (entry.name, [step.type for step in task.steps]) == ( + "play", ["deploy_agent", "prompt_agent", "scored_run_test"]) + assert "'nobody-else'" in str(refused.value) and "'nobody'" not in str(refused.value) + + def test_an_eval_naming_a_store_task_is_refused_before_anything_is_written(bundle_dir): with namespace_routing(): Task.put(id="shared-task", steps=[_Scored(id="check", version=None)]) diff --git a/tst/unit/openenv/__init__.py b/tst/unit/openenv/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/tst/unit/openenv/app_test.py b/tst/unit/openenv/app_test.py new file mode 100644 index 00000000..ee8cff73 --- /dev/null +++ b/tst/unit/openenv/app_test.py @@ -0,0 +1,105 @@ +"""``build_app`` over bundle folders, served in process: the splits it serves and the tasks it leaves out, the reward +it refuses, an episode played over OpenEnv's own WebSocket, and namespace routing for the app's life.""" + +import json +import logging + +import pytest +from fastapi.testclient import TestClient + +from agent_env.bundle import BundleError +from agent_env.openenv import build_app +from agent_env.store.routing import namespace_routing, namespace_routing_enabled +from agent_env.task import Task +from tst.unit.bundle._support import layout +from tst.unit.task.episode.run_test import ITEMS, REPLIES, TURN + +ALICE = {"id": "alice", "type": "deploy_agent", "agent_name": "alice", "a2a_agent_id": "nobody", + "system_prompt": "You keep the items."} +PLAYED = [ITEMS, ALICE, TURN, REPLIES] +WIRING = [ITEMS, REPLIES] + + +@pytest.fixture +def bundles(tmp_path, monkeypatch, teardowns): + monkeypatch.setenv("HOME", str(tmp_path)) + + def make(name, files): + return layout(tmp_path / name, {path: content if isinstance(content, str) else json.dumps(content) + for path, content in files.items()}) + + yield make + assert not namespace_routing_enabled() + + +def _tasks(client, name, split): + response = client.post(f"/{name}/tasks", json={"split": split}) + assert response.status_code == 200, response.text + return [task["name"] for task in response.json()["tasks"]] + + +def test_each_eval_is_a_split_beside_all_and_a_task_that_cant_be_played_is_left_out(bundles, caplog): + root = bundles("dock", {"tasks/a.json": PLAYED, "tasks/b.json": PLAYED, "tasks/wiring.json": WIRING, + "evals/smoke.toml": 'tasks = ["a", "wiring"]\n'}) + with caplog.at_level(logging.WARNING, logger="agent_env.openenv.app"): + app = build_app(str(root)) + + with TestClient(app) as client: + assert [split["name"] for split in client.get("/dock/splits").json()] == ["smoke", "all"] + assert (_tasks(client, "dock", "smoke"), _tasks(client, "dock", "all")) == (["a"], ["a", "b"]) + task = client.post("/dock/task", json={"split": "all", "index": 1}).json()["task"] + assert (task["prompt"], task["system_prompt"], task["agent"]) == ("Add a crate.", "You keep the items.", "alice") + assert "left out: task '@local/~/dock/wiring' prompts no agent" in caplog.text + + +def test_a_mapping_serves_each_bundle_as_its_split(bundles): + train = bundles("train", {"tasks/t1.json": PLAYED, "tasks/t2.json": PLAYED}) + held_out = bundles("held-out", {"tasks/e1.json": PLAYED}) + + with TestClient(build_app({"train": train, "eval": held_out})) as client: + assert [split["name"] for split in client.get("/train+held-out/splits").json()] == ["train", "eval"] + assert (_tasks(client, "train+held-out", "train"), _tasks(client, "train+held-out", "eval")) == ( + ["t1", "t2"], ["e1"]) + + +def test_an_episode_is_played_over_openenvs_websocket_and_the_session_closing_tears_it_down(bundles): + root = bundles("dock", {"tasks/a.json": PLAYED}) + + with TestClient(build_app(str(root))) as client: + assert namespace_routing_enabled() + with client.websocket_connect("/ws") as ws: + ws.send_json({"type": "reset", "data": {"split": "all", "index": 0}}) + reset = ws.receive_json()["data"] + ws.send_json({"type": "step", "data": {"type": "call_tool", "tool_name": "end_turn", + "arguments": {"response": "Added a crate."}}}) + ended = ws.receive_json()["data"] + ws.send_json({"type": "reset", "data": {}}) + ws.receive_json() + ws.send_json({"type": "state"}) + open_episode = ws.receive_json()["data"]["episode_id"] + + assert reset["observation"]["metadata"]["prompt"] == "Add a crate." + assert (ended["done"], ended["reward"]) == (True, 1.0) + assert not namespace_routing_enabled() + with namespace_routing(): + assert Task.get_instance(open_episode).status == "cancelled" + + +@pytest.mark.parametrize(("reward", "message"), [ + (None, "records a score at each of replies, again; name the one that is its reward with reward="), + ("nope", "records no score at step 'nope'; it records them at ['replies', 'again']"), +]) +def test_a_reward_that_cant_score_every_task_is_refused(bundles, reward, message): + root = bundles("dock", {"tasks/a.json": [*PLAYED, {**REPLIES, "id": "again", "verifier_id": "again"}]}) + + with pytest.raises(ValueError, match=message.replace("[", r"\[").replace("]", r"\]")): + build_app(str(root), reward=reward) + with TestClient(build_app(str(root), reward="again")): + pass + + +def test_a_bundle_with_no_task_to_play_is_refused_with_why(bundles): + root = bundles("dock", {"tasks/wiring.json": WIRING}) + + with pytest.raises(BundleError, match="no task can be served as an OpenEnv env: task '@local/~/dock/wiring'"): + build_app(str(root)) diff --git a/tst/unit/openenv/conftest.py b/tst/unit/openenv/conftest.py new file mode 100644 index 00000000..fa621942 --- /dev/null +++ b/tst/unit/openenv/conftest.py @@ -0,0 +1,3 @@ +"""The Episode API's fake steps and stand-in teardown, which these tests serve as OpenEnv envs.""" + +from tst.unit.task.episode.run_test import teardowns # noqa: F401 diff --git a/tst/unit/openenv/environment_test.py b/tst/unit/openenv/environment_test.py new file mode 100644 index 00000000..94874463 --- /dev/null +++ b/tst/unit/openenv/environment_test.py @@ -0,0 +1,260 @@ +"""A bundle task as an OpenEnv env, on the Episode API's fake steps: the Task API, an episode reset, stepped and scored, +its tool errors, every way it ends in an error observation, and how a session's episode is torn down.""" + +import asyncio + +import httpx +import pytest +from agentenv_protocol import EnvironmentTool, ToolResult, ToolSessionError +from openenv.core.env_server.mcp_types import CallToolAction, ListToolsAction, ToolErrorType + +import agent_env.task.episode.run as episode_run +from agent_env.openenv.environment import ENDED, AgentEnvEnvironment, Served, ServedTask +from agent_env.task import EpisodeSpec, Task +from tst.unit.task.episode.run_test import ALICE, ITEMS, REPLIES, TURN + +AGAIN = {**TURN, "id": "again", "prompt_id": "again", "prompt": "Add another.", "depends_on": ["turn"]} + + +class _Tools: + """Stands in for ``ToolSession``: every env offers ``offered``, and a call answers with what ``answers`` maps + its tool to, raising it when it's an exception.""" + + def __init__(self, offered, answers): + self.offered, self.answers, self.closed = offered, answers, 0 + + def __call__(self, *, mcp_url, role, headers, timeout): + tools = self + + class _Session: + async def open(self): + return self + + async def list_tools(self): + return [EnvironmentTool(name=name, description=f"{name}.", inputSchema={"type": "object"}) + for name in tools.offered] + + async def call_tool(self, name, arguments=None): + answer = tools.answers.get(name, ToolResult(content=[{"type": "text", "text": f"{name} {arguments}"}])) + if isinstance(answer, BaseException): + raise answer + return answer + + async def close(self): + tools.closed += 1 + + return _Session() + + +@pytest.fixture +def tools(monkeypatch): + def offer(*offered, **answers): + sessions = _Tools(offered or ("add_item",), answers) + monkeypatch.setattr(episode_run, "ToolSession", sessions) + return sessions + + offer() + return offer + + +def _task(*steps, id="dock"): + return Task.from_dict({"id": id, "version": 1, "steps": [dict(step) for step in steps]}) + + +def _env(*steps, reward=None, scored_by="replies", splits=None): + task = _task(*steps) + served = (ServedTask(task, "dock", EpisodeSpec.from_task(task), scored_by),) + return AgentEnvEnvironment(Served(splits=splits or {"all": served}, reward=reward, sandbox=None)) + + +async def _call(env, tool, **arguments): + return await env.step_async(CallToolAction(tool_name=tool, arguments=arguments)) + + +@pytest.mark.asyncio +async def test_the_task_api_lists_each_split_with_each_tasks_prompt_and_agent(teardowns, tools): + tasks = [_task(ITEMS, ALICE, {**TURN, "prompt": f"Add crate {n}."}, REPLIES, id=f"dock-{n}") for n in range(3)] + served = tuple(ServedTask(task, f"dock-{n}", EpisodeSpec.from_task(task), "replies") for n, task in enumerate(tasks)) + env = AgentEnvEnvironment(Served(splits={"smoke": served[:1], "all": served}, reward=None, sandbox=None)) + + assert env.list_splits() == ["smoke", "all"] + assert (env.num_tasks("smoke"), env.num_tasks("all")) == (1, 3) + assert env.get_task("all", 2) == {"id": "dock-2", "name": "dock-2", "index": 2, "prompt": "Add crate 2.", + "system_prompt": "You keep the items.", "agent": "alice"} + assert [task["index"] for task in env.get_task_range("all", 1)] == [1, 2] + assert [task["id"] for task in env.list_tasks("smoke")] == ["dock-0"] + with pytest.raises(IndexError, match="split 'all' has 3 tasks, so it has no task 3"): + env.get_task("all", 3) + with pytest.raises(IndexError, match="there is no split 'train'; the splits are smoke, all"): + env.num_tasks("train") + env.close() + + +@pytest.mark.asyncio +@pytest.mark.parametrize(("reply", "reward"), [("Added a crate.", 1.0), ("", 0.0)]) +async def test_an_episode_resets_to_its_turn_steps_through_the_envs_tools_and_is_scored_on_end_turn( + teardowns, tools, reply, reward): + env = _env(ITEMS, ALICE, TURN, REPLIES) + + reset = await env.reset_async(split="all", index=0) + assert (reset.done, reset.reward) == (False, None) + assert reset.metadata == {"prompt": "Add a crate.", "system_prompt": "You keep the items.", + "task": {"id": "dock", "name": "dock", "split": "all", "index": 0}} + listed = await env.step_async(ListToolsAction()) + assert [(tool.name, tool.description) for tool in listed.tools][0] == ("add_item", "add_item.") + assert listed.tools[-1].name == "end_turn" + called = await _call(env, "add_item", item="crate") + assert called.error is None + assert called.result == {"content": [{"type": "text", "text": "add_item {'item': 'crate'}"}], "is_error": False} + + ended = await _call(env, "end_turn", response=reply) + + assert (ended.done, ended.reward) == (True, reward) + assert ended.metadata == {"scores": {"replies": reward}, "task": reset.metadata["task"]} + assert Task.get_instance(env.state.episode_id).status == "completed" + assert (env.state.task_id, env.state.step_count, env.state.turn, env.state.done) == ("dock", 2, "turn", True) + after = await _call(env, "add_item") + assert (after.done, after.reward, after.metadata["status"], after.metadata["error"]) == ( + True, None, "error", ENDED) + assert teardowns.finished == [env.state.episode_id] + + +@pytest.mark.asyncio +async def test_a_task_with_two_turns_hands_over_the_next_prompt_then_the_reward(teardowns, tools): + env = _env(ITEMS, ALICE, TURN, AGAIN, REPLIES) + await env.reset_async() + + first = await _call(env, "end_turn", response="Added a crate.") + assert (first.done, first.reward, first.result) == ( + False, None, {"prompt": "Add another.", "system_prompt": "You keep the items."}) + assert env.state.turn == "again" + second = await _call(env, "end_turn", response="Added another.") + + assert (second.done, second.reward) == (True, 1.0) + + +@pytest.mark.asyncio +async def test_a_failed_tool_call_is_a_tool_error_and_the_episode_goes_on(teardowns, tools): + tools("add_item", "slow", "flaky", "broken", slow=TimeoutError("tools/call did not finish within 600s"), + flaky=httpx.ConnectError("refused"), broken=ToolSessionError("tools/call failed: boom (code -32603)"), + add_item=ToolResult(content=[{"type": "text", "text": "no room"}], isError=True)) + env = _env(ITEMS, ALICE, TURN, REPLIES) + await env.reset_async() + + errors = [(observation.error.error_type, observation.error.message, observation.done) for observation in [ + await _call(env, name) for name in ("add_item", "slow", "flaky", "broken", "missing")]] + + assert errors == [ + (ToolErrorType.EXECUTION_ERROR, "no room", False), + (ToolErrorType.TIMEOUT, "TimeoutError: tools/call did not finish within 600s", False), + (ToolErrorType.TRANSPORT_ERROR, "ConnectError: refused", False), + (ToolErrorType.EXECUTION_ERROR, "ToolSessionError: tools/call failed: boom (code -32603)", False), + (ToolErrorType.TOOL_NOT_FOUND, "EpisodeError: no env of turn 'turn' offers tool 'missing'; they offer " + "['add_item', 'broken', 'flaky', 'slow']", False)] + assert (await _call(env, "end_turn", response="Done.")).reward == 1.0 + + +@pytest.mark.asyncio +async def test_a_deploy_that_fails_ends_the_episode_at_reset_in_an_error_observation(teardowns, tools): + env = _env({**ITEMS, "fail": True}, ALICE, TURN, REPLIES) + + reset = await env.reset_async() + + assert (reset.done, reset.reward, reset.metadata["status"]) == (True, None, "error") + assert reset.metadata["error"] == "RuntimeError: the env didn't come up" + assert Task.get_instance(env.state.episode_id).status == "failed" + assert teardowns.finished == [env.state.episode_id] + assert (await env.step_async(ListToolsAction())).metadata["error"] == ENDED + + +@pytest.mark.asyncio +async def test_a_run_that_fails_mid_turn_ends_the_episode_at_the_next_step(teardowns, tools): + env = _env(ITEMS, ALICE, {**TURN, "timeout_seconds": 0.05}, REPLIES) + await env.reset_async() + async with asyncio.timeout(5): + while not env._episode.finished: + await asyncio.sleep(0.01) + + step = await _call(env, "add_item") + + assert (step.done, step.reward, step.metadata["status"]) == (True, None, "error") + assert step.metadata["error"] == "TimeoutError: turn 'turn' of agent 'alice' wasn't ended within 0.05s" + assert (await _call(env, "add_item")).metadata["error"] == ENDED + + +@pytest.mark.asyncio +@pytest.mark.parametrize("tool", ["state", "end_turn"]) +async def test_an_env_offering_a_name_openenv_reserves_is_refused_at_reset_and_torn_down(teardowns, tools, tool): + tools("add_item", tool) + env = _env(ITEMS, ALICE, TURN, REPLIES) + + reset = await env.reset_async() + + assert (reset.done, reset.metadata["error"]) == (True, f"EpisodeError: the env offers tools OpenEnv reserves: {tool}") + assert Task.get_instance(env.state.episode_id).status == "cancelled" + assert teardowns.finished == [env.state.episode_id] + + +@pytest.mark.asyncio +async def test_a_split_or_index_with_no_task_is_an_error_observation(teardowns, tools): + env = _env(ITEMS, ALICE, TURN, REPLIES) + + assert (await env.reset_async(split="train")).metadata["error"] == ( + "there is no split 'train'; the splits are all") + assert (await env.reset_async(index=1)).metadata["error"] == "split 'all' has 1 tasks, so it has no task 1" + assert teardowns.started == [] + + +@pytest.mark.asyncio +async def test_a_reset_on_a_live_session_cancels_and_tears_down_its_episode_first(teardowns, tools): + env = _env(ITEMS, ALICE, TURN, REPLIES) + await env.reset_async() + first = env.state.episode_id + + await env.reset_async() + + assert (Task.get_instance(first).status, Task.get_instance(first).error) == ("cancelled", "reset") + assert teardowns.finished == [first] + assert (await _call(env, "end_turn", response="Added.")).reward == 1.0 + + +@pytest.mark.asyncio +async def test_closing_a_session_from_a_worker_thread_waits_for_its_teardown(teardowns, tools): + env = _env(ITEMS, ALICE, TURN, REPLIES) + await env.reset_async() + + await asyncio.to_thread(env.close) + + assert (Task.get_instance(env.state.episode_id).status, teardowns.finished) == ("cancelled", [env.state.episode_id]) + assert env._served.live == set() + + +@pytest.mark.asyncio +async def test_closing_on_the_servers_loop_tears_down_later_and_the_servers_close_waits(teardowns, tools): + env = _env(ITEMS, ALICE, TURN, REPLIES) + await env.reset_async() + other = AgentEnvEnvironment(env._served) + await other.reset_async() + + env.close() + assert teardowns.finished == [] + await env._served.close("the server shut down") + + assert sorted(teardowns.finished) == sorted([env.state.episode_id, other.state.episode_id]) + assert Task.get_instance(other.state.episode_id).error == "the server shut down" + + +@pytest.mark.asyncio +async def test_a_reward_names_its_score_and_a_missing_or_raising_one_leaves_the_episode_unscored(teardowns, tools): + async def ended(**kwargs): + env = _env(ITEMS, ALICE, TURN, REPLIES, **kwargs) + await env.reset_async() + return await _call(env, "end_turn", response="Added.") + + assert (await ended(scored_by=None, reward=lambda scores: scores["replies"] * 2)).reward == 2.0 + missing = await ended(scored_by="other") + assert (missing.reward, missing.metadata["error"]) == (None, "the run recorded no score at step 'other'") + raising = await ended(scored_by=None, reward=lambda scores: scores["other"]) + assert (raising.reward, raising.metadata["error"]) == (None, "reward= raised KeyError: 'other'") + assert (await ended(scored_by=None)).metadata == {"scores": {"replies": 1.0}, "task": { + "id": "dock", "name": "dock", "split": "all", "index": 0}} diff --git a/tst/unit/task/episode/run_test.py b/tst/unit/task/episode/run_test.py index 4cd5ccdb..b3c623bc 100644 --- a/tst/unit/task/episode/run_test.py +++ b/tst/unit/task/episode/run_test.py @@ -184,9 +184,11 @@ async def test_the_run_waits_at_an_outside_turn_and_carries_on_once_it_ends(tear assert (turn.agent, turn.step_id, turn.prompt, turn.system_prompt, turn.role) == ( "alice", "turn", "Add a crate.", "You keep the items.", "alice@example.com") assert (turn.mcp_urls, turn.headers) == ({"items": "http://127.0.0.1:20031/items/mcp"}, {"items": {}}) + assert not episode.finished await turn.end("Added a crate.") assert await episode.result() == {"replies": 1.0} + assert episode.finished assert await episode.next_turn() is None assert teardowns.finished == [episode.id] record = Task.get_instance(episode.id) @@ -328,6 +330,17 @@ async def test_a_turn_not_taken_by_its_deadline_fails_the_run_and_is_never_hande with pytest.raises(TimeoutError, match="turn 'turn' of agent 'alice' wasn't ended within 0.05s"): await episode.next_turn() assert Task.get_instance(episode.id).status == "failed" + assert episode.finished + + +@pytest.mark.asyncio +async def test_a_sandbox_named_at_start_is_where_the_run_deploys(teardowns): + episode = await _spec(ITEMS, ALICE, TURN, REPLIES).start(sandbox="modal") + await (await episode.next_turn()).end("Added a crate.") + await episode.result() + + assert Task.get_instance(episode.id).context["metadata"]["user_overrides"] == { + "env_sandbox": "modal", "agent_sandbox": "modal", "sandbox": "modal"} @pytest.mark.asyncio diff --git a/tst/unit/task/episode/spec_test.py b/tst/unit/task/episode/spec_test.py index 14e4d4f2..54b8f394 100644 --- a/tst/unit/task/episode/spec_test.py +++ b/tst/unit/task/episode/spec_test.py @@ -69,6 +69,14 @@ def test_each_prompt_of_a_trainer_agent_becomes_a_turn(): assert [step.id for step in spec._copy.steps if step.type == "episode_turn"] == ["play", "replan"] +def test_each_turns_prompt_is_read_seeded_before_anything_runs(): + again = {**PLAY, "id": "replan", "prompt_id": "replan", "prompt": "Replan .", "system_prompt": "Berths only.", + "depends_on": ["play"]} + + assert EpisodeSpec.from_task(_portsim(again), seed=SEED).prompts == ( + ("Plan week 3.", "You plan Valencia."), ("Replan Valencia.", "Berths only.")) + + def test_a_task_prompting_several_agents_needs_the_ones_to_play_named(): task = _portsim(BOB, ASK_BOB) diff --git a/uv.lock b/uv.lock index b8635f24..f28f591e 100644 --- a/uv.lock +++ b/uv.lock @@ -6,9 +6,11 @@ resolution-markers = [ "python_full_version >= '3.14' and sys_platform != 'win32'", "python_full_version == '3.13.*' and sys_platform == 'win32'", "python_full_version == '3.13.*' and sys_platform != 'win32'", - "python_full_version < '3.13' and sys_platform == 'win32'", + "python_full_version == '3.12.*' and sys_platform == 'win32'", + "python_full_version < '3.12' and sys_platform == 'win32'", "python_full_version == '3.12.*' and sys_platform == 'emscripten'", - "(python_full_version < '3.12' and sys_platform == 'emscripten') or (python_full_version < '3.13' and sys_platform != 'emscripten' and sys_platform != 'win32')", + "python_full_version == '3.12.*' and sys_platform != 'emscripten' and sys_platform != 'win32'", + "python_full_version < '3.12' and sys_platform != 'win32'", ] [manifest] @@ -55,6 +57,7 @@ dependencies = [ { name = "litellm" }, { name = "mcp" }, { name = "modal" }, + { name = "openenv" }, { name = "packaging" }, { name = "pydantic" }, { name = "pymongo" }, @@ -151,6 +154,7 @@ requires-dist = [ { name = "mcp", specifier = ">=1.25,<2" }, { name = "modal", specifier = ">=1.5.2.dev22" }, { name = "moto", marker = "extra == 'dev'", 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ToolErrorType.EXECUTION_ERROR, e) if result.isError: return _tool_error(name, ToolErrorType.EXECUTION_ERROR, result.text) - return CallToolObservation(tool_name=name, result={"content": result.content, "is_error": False}) + return CallToolObservation(tool_name=name, result={ + "content": result.content, "structured_content": None, "meta": None, "data": result.text, "is_error": False}) async def _end_turn(self, name: str, response: str) -> CallToolObservation: await self._turn.end(response) diff --git a/tst/integration/openenv/build_app_test.py b/tst/integration/openenv/build_app_test.py index 26b55113..36907d9e 100644 --- a/tst/integration/openenv/build_app_test.py +++ b/tst/integration/openenv/build_app_test.py @@ -24,6 +24,7 @@ from agent_env.bundle import BundleError, run_bundle from agent_env.env.envs.mcp_server import MCPServerEnv from agent_env.openenv import build_app +from agent_env.store.routing import namespace_routing from agent_env.task import Task from tst.integration.env.envs.server_env_local_test import VERIFY_CRATE, _docker, _free_port, _put_items_image from tst.util.a2a_test_agent import put_test_agent @@ -221,7 +222,8 @@ async def test_each_session_holds_its_own_deployment_and_every_way_it_ends_tears open_at_shutdown = (await held.state())["episode_id"] assert _left(items.sandboxes) == [] - assert Task.get_instance(open_at_shutdown).status == "cancelled" + with namespace_routing(): + assert Task.get_instance(open_at_shutdown).status == "cancelled" def test_openenvs_own_validator_runs_against_the_server(items): diff --git a/tst/unit/openenv/environment_test.py b/tst/unit/openenv/environment_test.py index 94874463..1153bccd 100644 --- a/tst/unit/openenv/environment_test.py +++ b/tst/unit/openenv/environment_test.py @@ -105,7 +105,9 @@ async def test_an_episode_resets_to_its_turn_steps_through_the_envs_tools_and_is assert listed.tools[-1].name == "end_turn" called = await _call(env, "add_item", item="crate") assert called.error is None - assert called.result == {"content": [{"type": "text", "text": "add_item {'item': 'crate'}"}], "is_error": False} + assert called.result == {"content": [{"type": "text", "text": "add_item {'item': 'crate'}"}], + "structured_content": None, "meta": None, "data": "add_item {'item': 'crate'}", + "is_error": False} ended = await _call(env, "end_turn", response=reply) From da9980e961e33e52efd3279d93ec3a2bfddcd0f5 Mon Sep 17 00:00:00 2001 From: Edgar Arakelyan Date: Thu, 15 Oct 2026 17:01:00 -0700 Subject: [PATCH 03/14] test(openenv): read a /mcp tool call as OpenEnv answers a plain Environment's Co-Authored-By: Claude Opus 5.5 --- tst/integration/openenv/build_app_test.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/tst/integration/openenv/build_app_test.py b/tst/integration/openenv/build_app_test.py index 36907d9e..4fdb57a1 100644 --- a/tst/integration/openenv/build_app_test.py +++ b/tst/integration/openenv/build_app_test.py @@ -137,7 +137,8 @@ async def test_a_bundle_task_played_by_openenvs_clients_scores_as_agent_env_run_ async with MCPToolClient(base_url=url, message_timeout_s=300) as mcp: await mcp.reset(split="all", index=0) assert "items_add_item" in {tool.name for tool in await mcp.list_tools()} - assert json.loads(await mcp.call_tool("items_whoami"))["role"] == "alice@example.com" + whoami = await mcp.call_tool("items_whoami") # /mcp answers a plain Environment's call with its observation + assert json.loads(whoami["result"]["data"])["role"] == "alice@example.com" assert _left(items.sandboxes) == [] echo = items.bundle("dock-echo", {"crate": items(agent=put_test_agent(f"echo-{uuid.uuid4().hex[:8]}").id)}) From cb0a9a5181e4e8d975682609172c2070ceb4727e Mon Sep 17 00:00:00 2001 From: Edgar Arakelyan Date: Thu, 15 Oct 2026 17:14:43 -0700 Subject: [PATCH 04/14] docs(openenv): serving bundle tasks as OpenEnv envs Co-Authored-By: Claude Opus 5.5 --- AGENTS.md | 3 ++- README.md | 23 +++++++++++++++++++++++ 2 files changed, 25 insertions(+), 1 deletion(-) diff --git a/AGENTS.md b/AGENTS.md index 57f012f5..bd5c8ea3 100644 --- a/AGENTS.md +++ b/AGENTS.md @@ -100,10 +100,11 @@ and deserialized through a registry. | `env/` | `Env` base class: a subclass declares `type`, implements `from_dict` and `async deploy(...) -> DeployedEnv`, and may override `reset` and `load_file_artifact_universe`. Built-ins in `env/envs/`: `MCPServerEnv` (`mcp_server`), `MultiEnv` (`multi`, MCP servers plus websites), `ServiceDBEnv` (`service_db`, PostgreSQL), `WebsiteEnv` (`website`), `GatewayEnv` (`gateway_server`). `env/gateway/gateway.py` is the env-side gateway server, container-only code. | | `artifact/` | Immutable versioned artifacts; every `put()` creates a new version. The document goes to the document store, binary payloads to the object store. Built-ins: `CliArtifact` (`cli`), `FileArtifact` (`file`), `FileArtifactUniverse` (`file_artifact_universe`), `DockerImageArtifact` (`docker_image`), `EnvironmentArtifact` (`environment`), `EnvironmentUniverseArtifact` (`environment_universe`), `SkillArtifact` (`skill`); `[artifacts] type_aliases` maps another stored spelling of a type onto one of them. A `DockerImageArtifact` holds a tar.gz of its image, or, written by `put_ref` (`--image-ref` on `env mcp-server put` and `a2a-agent put`), only a registry reference with its tag pinned to a digest, which sandboxes pull, or, written by `put_context`, only its build context, which a VM sandbox builds before running it (`VmSandbox.load_docker_images`) and Modal builds before creating its container (`ModalSandboxProvider.prepare_image`, outside a fallback chain's deadline); anything else that runs images by name (a container on the local provider, a lone server on any provider but Modal) refuses such an image. A build context (`utils/build_context.py`) is what `docker build` would send, `.dockerignore` applied, written so equal files give equal bytes and an equal `source_digest`. | | `task/`, `task_step/` | A `Task` holds its `TaskStep`s inline; `Task.run()` executes them as a DAG. `depends_on` (None means all prior steps) gates a step, independent steps run concurrently, `fail_task_on_error` makes a failure fatal or tolerated, `retry_config` rolls a failed span back through the step journal and re-dispatches it. Built-in steps live in `task_step/task_steps/` (`deploy_env`, `deploy_agent`, `prompt_agent`, the verifiers under `verifiers/`, and more). `task/episode/` runs a task with some of its agents played from outside, as a training loop does (`EpisodeSpec`). | -| `store/` | Four store ABCs with local and cloud implementations: `DocumentStore` (SQLite, MongoDB, DynamoDB, Firestore with MongoDB compatibility), `ObjectStore` (filesystem, S3, Cloud Storage), `ImageStore` (local OCI registry, ECR), `SecretStore` (env vars or file, AWS Secrets Manager, Google Cloud Secret Manager). `VersionedEntityStore` implements the shared versioned get/put logic, `QueryBuilder` is the immutable chained query API, `store/base.py` holds the error types. `store/routing.py` is the `@local` namespace: while the CLI runs, an `@local/…` id and what an `@local` task's run records go to local stores beside the configured ones, and that run's writes to the configured stores are refused. A new backend must pass the conformance kits in `tst/store/`. | +| `store/` | Four store ABCs with local and cloud implementations: `DocumentStore` (SQLite, MongoDB, DynamoDB, Firestore with MongoDB compatibility), `ObjectStore` (filesystem, S3, Cloud Storage), `ImageStore` (local OCI registry, ECR), `SecretStore` (env vars or file, AWS Secrets Manager, Google Cloud Secret Manager). `VersionedEntityStore` implements the shared versioned get/put logic, `QueryBuilder` is the immutable chained query API, `store/base.py` holds the error types. `store/routing.py` is the `@local` namespace: while the CLI or a `build_app` server runs, an `@local/…` id and what an `@local` task's run records go to local stores beside the configured ones, and that run's writes to the configured stores are refused. A new backend must pass the conformance kits in `tst/store/`. | | `config/` | The `Config` singleton (`get_config`, `configure`, `reset_config`) in `config/runtime.py`, file discovery in `config/loader.py`, and `load_impl`, which resolves `module:Class` pointers. `agent_env.store` re-exports the config names for compatibility. | | `providers/` | `providers/sandbox_providers/` holds the sandbox providers `local`, `modal`, `modal_vm`, `e2b`, `sail_vm` (the `sail` extra), `smol_vm` (the `smol` extra), `tensorlake` (the `tensorlake` extra), `tenki` (the `tenki` extra), `vercel` (the `vercel` extra); `[sandbox] default` and `agent_default` accept a comma-separated fallback chain, whose deploys skip a provider that can't run them. A sandbox provider declares what it runs (`ON_THIS_MACHINE`, and for VMs on this machine the address their requests to it arrive at, `REACHES_HOST_AT`; `CONTAINER_ACCEPTS`, `PRIVATE_NETWORK`; `SUPPORTED_SANDBOX_MODES`, derived from whether it implements `create_sandbox` and `create_vm`; and `SANDBOX_ACCEPTS`, the images an agent's sandbox runs, which defaults to those a VM loads when it implements `create_vm` and to `CONTAINER_ACCEPTS` otherwise, so only a provider that implements `create_vm` yet gives an agent a container, like the local one, declares it), each sandbox carries the `platform` of the images it runs (linux/amd64 unless its provider sets another when it creates it; None, any, unchecked, for a local sandbox), and code outside `providers/sandbox_providers/` reads those, never which provider it has. `providers/env_providers/` holds the environment providers: `EnvironmentProvider` (an env's containers and state store), `EnvironmentGatewayProvider` (`gateway`, an env's default), which renders a docker-compose for the gateway and its MCP servers inside the sandbox, and `EnvironmentServerProvider` (`server`), one MCP server in its own container with no gateway in front and no state store; `providers/env_state/` holds env-state providers (`local_postgres` built in). | | `a2a_agent/` | The `A2AAgent` entity (`a2a_agent`), its stores and the validator steps. The protocol package provides the agent-side framework. | +| `openenv/` | `build_app(bundle)`: the [OpenEnv](https://github.com/huggingface/OpenEnv) server for a bundle's tasks, each session playing one episode through the Episode API, with the envs' MCP tools, an added `end_turn` tool and the task's verifier score as the reward. It prepares bundles as `agent-env run` does (`prepare_bundle(played=True)`, without the agent the client plays) and keeps namespace routing on for the app's life. `openenv` is a hard dependency, and this package is the only one that imports it, so no other command loads it. | | `runner/` | The `[runner]` seam: `Runner.submit()` returns a `RunHandle` (`run_id`, `instance_id`) before the run starts; `LocalRunner` is built in. | | `bundle/` | A bundle is a folder of entities (`envs/`, `agents/`, `artifacts/`, `skills/`, `tasks/.json`, `evals/.toml`) that runs without a registry: `agent-env run` plans it, writes it into the `@local` namespace (reusing each version whose inputs haven't changed) and runs its evals or tasks; `agent-env bundle init` writes a stored task or eval as one, with its references pinned. | | `eval/` | `Eval` (`eval`), a versioned list of task references, and its store. | diff --git a/README.md b/README.md index c3946eb4..03e42554 100644 --- a/README.md +++ b/README.md @@ -100,6 +100,29 @@ scores = await episode.result() # every score the run recorded, by step id The scores are the ones `agent-env run` reports, so making a reward of them is yours. `trainer_agents=` names the agents you play when the task prompts several, `turn_timeout` is each turn's deadline in seconds (the prompt's own `timeout_seconds` otherwise), `episode.abandon(reason)` stops a run early, and `from_task` names any step an outside player can't stand behind. [Running tasks](https://www.agentenvframework.com/docs/tasks/running) covers the rest. +## Serve tasks as OpenEnv envs + +Every task in a bundle is an [OpenEnv](https://github.com/huggingface/OpenEnv) env: any OpenEnv client resets it, acts through its tools and gets its reward. + +```python +# app.py, served with `uvicorn app:app` +from agent_env.openenv import build_app + +app = build_app("portsim") # a folder or an installed bundle, or {"train": "dock-v1-train/", "eval": "dock-v1-eval/"} +``` + +```python +from openenv.core.generic_client import GenericEnvClient + +async with GenericEnvClient(base_url="http://localhost:8000") as env: + await env.reset(split="all", index=0) # deploys the task's envs; the observation carries the prompt + await env.step({"type": "call_tool", "tool_name": "get_situation", "arguments": {}}) + result = await env.step({"type": "call_tool", "tool_name": "end_turn", "arguments": {"response": "Done."}}) + result.reward # the task's verifier score, as agent-env run reports it +``` + +Each session plays one episode at a time: reset deploys the task's envs and opens its agent's turn, the envs' MCP tools are the actions, and `end_turn` hands the reply back, after which the task's verifiers score it. A bundle's evals are splits beside `all`, which OpenEnv's Task API lists with each task's prompt. The bundle is prepared as `agent-env run` prepares it, except that the agent the client plays is never deployed, so it needn't exist. A task that records several scores takes `reward=`, `sandbox=` is where envs deploy, and `max_concurrent_envs` caps the sessions, each holding a deployment. A failure that ends an episode is an observation with `done`, no reward and `metadata["status"] == "error"`; a failed tool call is a tool error, and the episode goes on. + ## Run agents in local microVMs Install `agentenv-framework[smol]` and select the `smol_vm` sandbox provider in From 819bb559ec90c8c3530d4d6397877789ab55aee8 Mon Sep 17 00:00:00 2001 From: Edgar Arakelyan Date: Thu, 15 Oct 2026 17:24:03 -0700 Subject: [PATCH 05/14] fix(openenv): a step from OpenEnv's web playground runs on the episode's loop The playground calls the sync step in a worker thread; the episode's tool sessions belong to the loop its reset ran on. Co-Authored-By: Claude Opus 5.5 --- src/agent_env/openenv/environment.py | 5 ++++- tst/unit/openenv/environment_test.py | 13 +++++++++++++ 2 files changed, 17 insertions(+), 1 deletion(-) diff --git a/src/agent_env/openenv/environment.py b/src/agent_env/openenv/environment.py index 2f7c5a20..30feb82f 100644 --- a/src/agent_env/openenv/environment.py +++ b/src/agent_env/openenv/environment.py @@ -144,7 +144,10 @@ async def step_async(self, action: Any, timeout_s: float | None = None, **kwargs return await self._call(action, timeout_s) def step(self, action: Any, timeout_s: float | None = None, **kwargs: Any) -> Observation: - raise NotImplementedError("an AgentEnv episode runs on the server's event loop: step_async") + """OpenEnv's web playground steps from a worker thread; the episode lives on the loop its reset ran on.""" + if self._loop is None: + return asyncio.run(self.step_async(action, timeout_s)) + return asyncio.run_coroutine_threadsafe(self.step_async(action, timeout_s), self._loop).result() @property def state(self) -> State: diff --git a/tst/unit/openenv/environment_test.py b/tst/unit/openenv/environment_test.py index 1153bccd..2bc26879 100644 --- a/tst/unit/openenv/environment_test.py +++ b/tst/unit/openenv/environment_test.py @@ -121,6 +121,19 @@ async def test_an_episode_resets_to_its_turn_steps_through_the_envs_tools_and_is assert teardowns.finished == [env.state.episode_id] +@pytest.mark.asyncio +async def test_a_step_from_a_worker_thread_runs_on_the_episodes_loop_as_openenvs_playground_steps(teardowns, tools): + env = _env(ITEMS, ALICE, TURN, REPLIES) + assert (await asyncio.to_thread(env.step, ListToolsAction())).metadata["error"] == ENDED + await env.reset_async() + + listed = await asyncio.to_thread(env.step, ListToolsAction()) + ended = await asyncio.to_thread(env.step, CallToolAction(tool_name="end_turn", arguments={"response": "Added."})) + + assert [tool.name for tool in listed.tools] == ["add_item", "end_turn"] + assert (ended.done, ended.reward) == (True, 1.0) + + @pytest.mark.asyncio async def test_a_task_with_two_turns_hands_over_the_next_prompt_then_the_reward(teardowns, tools): env = _env(ITEMS, ALICE, TURN, AGAIN, REPLIES) From 433413c2e79ac3186e02030eafed214e516f7002 Mon Sep 17 00:00:00 2001 From: Edgar Arakelyan Date: Thu, 15 Oct 2026 17:40:30 -0700 Subject: [PATCH 06/14] fix(openenv): calls on one session take turns, and routing follows the app's lifespan OpenEnv's HTTP MCP sessions and web playground can call one env concurrently; a step during a reset or end_turn dereferenced the turn's unopened tools, and a close racing a turn's opening left its tool sessions open. Reset, step and close now take turns. Routing is on from each startup to its shutdown, so a failed create_app no longer leaves it on and a second run of the app has it. Reset defaults to the first split's first task as OpenEnv's importers do, with all listed first; an eval named all is refused; a Path is always a folder; a dotted bundle name is served dashed, since OpenEnv's web interface reads the env name as a module path. Co-Authored-By: Claude Opus 5.5 --- src/agent_env/openenv/app.py | 41 ++++++++++------- src/agent_env/openenv/environment.py | 36 ++++++++++++--- tst/unit/openenv/app_test.py | 41 ++++++++++++++--- tst/unit/openenv/environment_test.py | 67 ++++++++++++++++++++++++---- 4 files changed, 149 insertions(+), 36 deletions(-) diff --git a/src/agent_env/openenv/app.py b/src/agent_env/openenv/app.py index 3acbe54a..ce72ef58 100644 --- a/src/agent_env/openenv/app.py +++ b/src/agent_env/openenv/app.py @@ -33,26 +33,26 @@ def build_app( max_concurrent_envs: int = 8, ) -> FastAPI: """The OpenEnv server for ``bundle``'s tasks: a folder or an installed bundle's name, as ``agent-env run BUNDLE`` - reads it, whose evals are splits beside ``all``; or a mapping of split name to bundle. Each session plays one - episode of a task at a time, deploying where ``sandbox`` names, as ``agent-env run --sandbox`` does. + reads it, served as the split ``all`` and a split per eval; or a mapping of split name to bundle. Each session + plays one episode of a task at a time, deploying where ``sandbox`` names, as ``agent-env run --sandbox`` does. ``reward`` makes the reward of a task's scores: a step id, or a function of the scores by step id; without it a task that records one score has that one. Each bundle is prepared as ``agent-env run`` prepares it before its - first task, without the agent a client plays, and a task that can't run as an episode is left out and logged. - Namespace routing stays on until the app shuts down, when every open episode is torn down. Raises BundleError - when a bundle can't be prepared or serves no task, and ValueError when ``reward`` can't score every task.""" - routing = ExitStack() - routing.enter_context(namespace_routing()) - try: + first task, without the agent a client plays, so every task must pass its checks; one that can't run as an + episode is then left out and logged. Namespace routing is on from the app's startup to its shutdown, which tears + down every open episode. Raises BundleError when a bundle can't be prepared or serves no task, and ValueError + when ``reward`` can't score every task.""" + with namespace_routing(): prepared = {split: _prepared(source, sandbox) for split, source in _sources(bundle).items()} served = Served(splits=_served(_splits(bundle, prepared), reward), reward=reward if callable(reward) else None, sandbox=sandbox) - except BaseException: - routing.close() - raise - names = "+".join(dict.fromkeys(each.plan.bundle.bundle.name for each in prepared.values())) app = create_app(functools.partial(AgentEnvEnvironment, served), CallToolAction, CallToolObservation, - env_name=names, max_concurrent_envs=max_concurrent_envs, reset_observation_cls=Observation) + env_name=_env_name(prepared), max_concurrent_envs=max_concurrent_envs, + reset_observation_cls=Observation) + routing = ExitStack() + + async def route() -> None: + routing.enter_context(namespace_routing()) async def tear_down() -> None: try: @@ -60,6 +60,7 @@ async def tear_down() -> None: finally: routing.close() + app.router.on_startup.append(route) app.router.on_shutdown.append(tear_down) return app @@ -70,7 +71,7 @@ def _sources(bundle: _Source | Mapping[str, _Source]) -> dict[str | None, _Sourc def _prepared(source: _Source, sandbox: str | None) -> PreparedBundle: """``source`` prepared with every task and eval selected, so ``all`` holds every task, evals or not.""" - root, id_root = locate_bundle(str(source)) + root, id_root = (source, None) if isinstance(source, Path) else locate_bundle(source) entries = parse_bundle(Path(root), id_root=id_root).entries return prepare_bundle( root, tasks=[entry.name for entry in entries if entry.kind is BundleKind.TASK], @@ -83,10 +84,18 @@ def _splits(bundle: _Source | Mapping[str, _Source], if isinstance(bundle, Mapping): return {split: [(entry.name, task) for entry, task in each.tasks] for split, each in prepared.items()} [only] = prepared.values() + if any(entry.entry.name == "all" for entry in only.plan.evals): + raise BundleError(["eval 'all' has the name of the split that holds every task; rename it, or serve a " + "mapping of split name to bundle"]) tasks = [(entry.name, task) for entry, task in only.tasks] named = {task.id: (name, task) for name, task in tasks} - return {**{entry.entry.name: [named[ref.id] for ref in entry.references] for entry in only.plan.evals}, - "all": tasks} + return {"all": tasks, + **{entry.entry.name: [named[ref.id] for ref in entry.references] for entry in only.plan.evals}} + + +def _env_name(prepared: dict[str | None, PreparedBundle]) -> str: + """The bundles' names, with no ``.``: OpenEnv's web interface reads the env's name as a module path.""" + return "+".join(dict.fromkeys(each.plan.bundle.bundle.name for each in prepared.values())).replace(".", "-") def _served(splits: dict[str, list[tuple[str, Task]]], diff --git a/src/agent_env/openenv/environment.py b/src/agent_env/openenv/environment.py index 30feb82f..b8b8e59c 100644 --- a/src/agent_env/openenv/environment.py +++ b/src/agent_env/openenv/environment.py @@ -59,7 +59,7 @@ class Served: ending: set[asyncio.Task] = field(default_factory=set) async def close(self, reason: str) -> None: - await asyncio.gather(*(env._end(reason) for env in list(self.live)), *self.ending) + await asyncio.gather(*(env._close(reason) for env in list(self.live)), *self.ending) def end_later(self, ending: Coroutine[Any, Any, None]) -> asyncio.Task: task = asyncio.ensure_future(ending) @@ -69,11 +69,15 @@ def end_later(self, ending: Coroutine[Any, Any, None]) -> asyncio.Task: class AgentEnvEnvironment(Environment): + """Reset, step and close take turns: OpenEnv's HTTP MCP sessions and its web playground can call one env + concurrently.""" + SUPPORTS_CONCURRENT_SESSIONS = True def __init__(self, served: Served): super().__init__() self._served = served + self._lock = asyncio.Lock() self._loop: asyncio.AbstractEventLoop | None = None self._served_task: ServedTask | None = None self._episode: Episode | None = None @@ -102,11 +106,21 @@ def get_task_range(self, split: str, start: int | None = None, stop: int | None # The episode - async def reset_async(self, seed: int | None = None, episode_id: str | None = None, *, split: str = "all", - index: int = 0, **kwargs: Any) -> Observation: + async def reset_async(self, seed: int | None = None, episode_id: str | None = None, *, split: str | None = None, + index: int | None = None, **kwargs: Any) -> Observation: + """Plays task ``index`` of ``split``, or the first split's first task without either, as OpenEnv's ORS and + verifiers importers do.""" + async with self._lock: + return await self._reset(split, index) + + async def _reset(self, split: str | None, index: int | None) -> Observation: await self._end("reset") self._loop = asyncio.get_running_loop() self._done, self._served_task, self._state = False, None, State(episode_id=None, step_count=0) + if (split is None) != (index is None): + return self._ended("split and index go together: give both, or neither for the first split's first task") + if split is None: + split, index = next(iter(self._served.splits)), 0 try: self._served_task = self._task_at(split, index) except IndexError as e: @@ -130,6 +144,10 @@ def reset(self, seed: int | None = None, episode_id: str | None = None, **kwargs raise NotImplementedError("an AgentEnv episode runs on the server's event loop: reset_async") async def step_async(self, action: Any, timeout_s: float | None = None, **kwargs: Any) -> Observation: + async with self._lock: + return await self._step(action, timeout_s) + + async def _step(self, action: Any, timeout_s: float | None) -> Observation: if isinstance(action, ListToolsAction): if (ended := await self._ended_episode()) is not None: return ListToolsObservation(tools=[], done=True, reward=None, metadata=ended) @@ -163,9 +181,9 @@ def close(self) -> None: except RuntimeError: running = None if running is self._loop: - self._served.end_later(self._end("the session closed")) + self._served.end_later(self._close("the session closed")) else: - asyncio.run_coroutine_threadsafe(self._end("the session closed"), self._loop).result() + asyncio.run_coroutine_threadsafe(self._close("the session closed"), self._loop).result() async def _call(self, action: CallToolAction, timeout_s: float | None) -> CallToolObservation: name = action.tool_name @@ -247,9 +265,13 @@ def _finish(self) -> None: self._done = True self._state.done = True + async def _close(self, reason: str) -> None: + async with self._lock: + await self._end(reason) + async def _end(self, reason: str) -> None: - """Abandon the episode and close the turn's tools, waiting for the teardown. The abandon is tracked before - anything is awaited, so a server shutting down meanwhile waits for it too.""" + """Abandon the episode and close the turn's tools, waiting for the teardown; the caller holds the lock. The + abandon is tracked before anything is awaited, so a server shutting down meanwhile waits for it too.""" episode, self._episode = self._episode, None abandoning = self._served.end_later(episode.abandon(reason)) if episode is not None else None self._served.live.discard(self) diff --git a/tst/unit/openenv/app_test.py b/tst/unit/openenv/app_test.py index ee8cff73..4c51cb87 100644 --- a/tst/unit/openenv/app_test.py +++ b/tst/unit/openenv/app_test.py @@ -1,11 +1,14 @@ """``build_app`` over bundle folders, served in process: the splits it serves and the tasks it leaves out, the reward -it refuses, an episode played over OpenEnv's own WebSocket, and namespace routing for the app's life.""" +and bundles it refuses, an episode played over OpenEnv's own WebSocket, and namespace routing for each of the app's +runs.""" import json import logging +from pathlib import Path import pytest from fastapi.testclient import TestClient +from pydantic import ValidationError from agent_env.bundle import BundleError from agent_env.openenv import build_app @@ -38,14 +41,14 @@ def _tasks(client, name, split): return [task["name"] for task in response.json()["tasks"]] -def test_each_eval_is_a_split_beside_all_and_a_task_that_cant_be_played_is_left_out(bundles, caplog): +def test_all_and_each_eval_are_splits_and_a_task_that_cant_be_played_is_left_out(bundles, caplog): root = bundles("dock", {"tasks/a.json": PLAYED, "tasks/b.json": PLAYED, "tasks/wiring.json": WIRING, "evals/smoke.toml": 'tasks = ["a", "wiring"]\n'}) with caplog.at_level(logging.WARNING, logger="agent_env.openenv.app"): app = build_app(str(root)) with TestClient(app) as client: - assert [split["name"] for split in client.get("/dock/splits").json()] == ["smoke", "all"] + assert [split["name"] for split in client.get("/dock/splits").json()] == ["all", "smoke"] assert (_tasks(client, "dock", "smoke"), _tasks(client, "dock", "all")) == (["a"], ["a", "b"]) task = client.post("/dock/task", json={"split": "all", "index": 1}).json()["task"] assert (task["prompt"], task["system_prompt"], task["agent"]) == ("Add a crate.", "You keep the items.", "alice") @@ -65,7 +68,10 @@ def test_a_mapping_serves_each_bundle_as_its_split(bundles): def test_an_episode_is_played_over_openenvs_websocket_and_the_session_closing_tears_it_down(bundles): root = bundles("dock", {"tasks/a.json": PLAYED}) - with TestClient(build_app(str(root))) as client: + app = build_app(str(root)) + assert not namespace_routing_enabled() + + with TestClient(app) as client: assert namespace_routing_enabled() with client.websocket_connect("/ws") as ws: ws.send_json({"type": "reset", "data": {"split": "all", "index": 0}}) @@ -83,6 +89,9 @@ def test_an_episode_is_played_over_openenvs_websocket_and_the_session_closing_te assert not namespace_routing_enabled() with namespace_routing(): assert Task.get_instance(open_episode).status == "cancelled" + with TestClient(app): + assert namespace_routing_enabled() + assert not namespace_routing_enabled() @pytest.mark.parametrize(("reward", "message"), [ @@ -96,10 +105,32 @@ def test_a_reward_that_cant_score_every_task_is_refused(bundles, reward, message build_app(str(root), reward=reward) with TestClient(build_app(str(root), reward="again")): pass + with pytest.raises(ValidationError, match="max_concurrent_envs"): + build_app(str(root), reward="again", max_concurrent_envs=0) -def test_a_bundle_with_no_task_to_play_is_refused_with_why(bundles): +def test_a_bundle_with_no_task_to_play_or_an_eval_named_all_is_refused_with_why(bundles): root = bundles("dock", {"tasks/wiring.json": WIRING}) + named_all = bundles("named-all", {"tasks/a.json": PLAYED, "tasks/b.json": PLAYED, "evals/all.toml": 'tasks = ["a"]\n'}) with pytest.raises(BundleError, match="no task can be served as an OpenEnv env: task '@local/~/dock/wiring'"): build_app(str(root)) + with pytest.raises(BundleError, match="eval 'all' has the name of the split that holds every task"): + build_app(str(named_all)) + + +def test_a_path_is_a_folder_even_where_an_installed_bundle_has_its_name(bundles, monkeypatch, tmp_path): + monkeypatch.chdir(tmp_path) + + with pytest.raises(BundleError, match="hello"): + build_app(Path("hello")) + + +def test_a_dotted_bundle_name_is_served_dashed_as_openenvs_web_interface_reads_a_name_as_a_module( + bundles, monkeypatch): + monkeypatch.setenv("ENABLE_WEB_INTERFACE", "true") + monkeypatch.setenv("GRADIO_ANALYTICS_ENABLED", "false") + root = bundles("dock.v1", {"tasks/a.json": PLAYED}) + + with TestClient(build_app(root)) as client: + assert [split["name"] for split in client.get("/dock-v1/splits").json()] == ["all"] diff --git a/tst/unit/openenv/environment_test.py b/tst/unit/openenv/environment_test.py index 2bc26879..4c93c4ff 100644 --- a/tst/unit/openenv/environment_test.py +++ b/tst/unit/openenv/environment_test.py @@ -1,5 +1,6 @@ """A bundle task as an OpenEnv env, on the Episode API's fake steps: the Task API, an episode reset, stepped and scored, -its tool errors, every way it ends in an error observation, and how a session's episode is torn down.""" +its tool errors, every way it ends in an error observation, calls that overlap, and how a session's episode is torn +down.""" import asyncio @@ -11,23 +12,25 @@ import agent_env.task.episode.run as episode_run from agent_env.openenv.environment import ENDED, AgentEnvEnvironment, Served, ServedTask from agent_env.task import EpisodeSpec, Task -from tst.unit.task.episode.run_test import ALICE, ITEMS, REPLIES, TURN +from tst.unit.task.episode.run_test import ALICE, ITEMS, REPLIES, TURN, _gate AGAIN = {**TURN, "id": "again", "prompt_id": "again", "prompt": "Add another.", "depends_on": ["turn"]} class _Tools: """Stands in for ``ToolSession``: every env offers ``offered``, and a call answers with what ``answers`` maps - its tool to, raising it when it's an exception.""" + its tool to, raising it when it's an exception. A session opens once ``release`` is set, when there is one.""" def __init__(self, offered, answers): - self.offered, self.answers, self.closed = offered, answers, 0 + self.offered, self.answers, self.closed, self.release = offered, answers, 0, None def __call__(self, *, mcp_url, role, headers, timeout): tools = self class _Session: async def open(self): + if tools.release is not None: + await tools.release.wait() return self async def list_tools(self): @@ -87,7 +90,8 @@ async def test_the_task_api_lists_each_split_with_each_tasks_prompt_and_agent(te env.get_task("all", 3) with pytest.raises(IndexError, match="there is no split 'train'; the splits are smoke, all"): env.num_tasks("train") - env.close() + assert (await env.reset_async()).metadata["task"] == {"id": "dock-0", "name": "dock-0", "split": "smoke", "index": 0} + await asyncio.to_thread(env.close) @pytest.mark.asyncio @@ -211,12 +215,15 @@ async def test_an_env_offering_a_name_openenv_reserves_is_refused_at_reset_and_t @pytest.mark.asyncio -async def test_a_split_or_index_with_no_task_is_an_error_observation(teardowns, tools): +async def test_a_split_or_index_with_no_task_or_one_without_the_other_is_an_error_observation(teardowns, tools): env = _env(ITEMS, ALICE, TURN, REPLIES) - assert (await env.reset_async(split="train")).metadata["error"] == ( + assert (await env.reset_async(split="train", index=0)).metadata["error"] == ( "there is no split 'train'; the splits are all") - assert (await env.reset_async(index=1)).metadata["error"] == "split 'all' has 1 tasks, so it has no task 1" + assert (await env.reset_async(split="all", index=1)).metadata["error"] == ( + "split 'all' has 1 tasks, so it has no task 1") + assert (await env.reset_async(index=0)).metadata["error"] == ( + "split and index go together: give both, or neither for the first split's first task") assert teardowns.started == [] @@ -233,6 +240,50 @@ async def test_a_reset_on_a_live_session_cancels_and_tears_down_its_episode_firs assert (await _call(env, "end_turn", response="Added.")).reward == 1.0 +@pytest.mark.asyncio +async def test_calls_that_overlap_on_one_session_take_turns_as_openenvs_http_sessions_can_overlap_them( + teardowns, tools): + up, judge = {"id": "up", "type": "episode_test_gate"}, {"id": "judge", "type": "episode_test_gate"} + env = _env(ITEMS, up, {**ALICE, "depends_on": ["items", "up"]}, TURN, {**judge, "depends_on": ["turn"]}, + {**REPLIES, "depends_on": ["judge"]}) + resetting = asyncio.create_task(env.reset_async()) + listing = asyncio.create_task(env.step_async(ListToolsAction())) + await asyncio.sleep(0.05) + _gate("up").set() + await resetting + assert [tool.name for tool in (await listing).tools] == ["add_item", "end_turn"] + + ending = asyncio.create_task(_call(env, "end_turn", response="Added.")) + calling = asyncio.create_task(_call(env, "add_item")) + await asyncio.sleep(0.05) + _gate("judge").set() + + assert (await ending).reward == 1.0 + assert (await calling).metadata["error"] == ENDED + + +@pytest.mark.asyncio +async def test_a_session_closed_while_its_turn_opens_is_torn_down_with_the_turns_tools_once_it_has_opened( + teardowns, tools): + sessions = tools() + sessions.release = asyncio.Event() + env = _env(ITEMS, ALICE, TURN, REPLIES) + resetting = asyncio.create_task(env.reset_async()) + async with asyncio.timeout(5): + while env._stack is None: + await asyncio.sleep(0.01) + + closing = asyncio.create_task(asyncio.to_thread(env.close)) + await asyncio.sleep(0.05) + sessions.release.set() + await resetting + await closing + + assert sessions.closed == 1 + assert (Task.get_instance(env.state.episode_id).status, teardowns.finished) == ("cancelled", [env.state.episode_id]) + assert (await env.step_async(ListToolsAction())).metadata["error"] == ENDED + + @pytest.mark.asyncio async def test_closing_a_session_from_a_worker_thread_waits_for_its_teardown(teardowns, tools): env = _env(ITEMS, ALICE, TURN, REPLIES) From f24b063580c30170a91e3b0f0136066fd81b2c2b Mon Sep 17 00:00:00 2001 From: Edgar Arakelyan Date: Thu, 15 Oct 2026 17:40:33 -0700 Subject: [PATCH 07/14] build: retire the explorer extra, which openenv's fastapi makes core The extra installed fastapi and uvicorn, which core now installs, so agent-env up no longer checks for them. Co-Authored-By: Claude Opus 5.5 --- AGENTS.md | 2 +- README.md | 2 +- pyproject.toml | 8 +------- src/agent_env/cli/up.py | 13 ------------- tst/unit/config/test_loader.py | 4 ++-- tst/unit/env/bootstrap_test.py | 2 -- tst/unit/test_optional_extras_stay_optional.py | 9 ++++----- uv.lock | 12 ++---------- 8 files changed, 11 insertions(+), 41 deletions(-) diff --git a/AGENTS.md b/AGENTS.md index bd5c8ea3..2c23eec5 100644 --- a/AGENTS.md +++ b/AGENTS.md @@ -109,7 +109,7 @@ and deserialized through a registry. | `bundle/` | A bundle is a folder of entities (`envs/`, `agents/`, `artifacts/`, `skills/`, `tasks/.json`, `evals/.toml`) that runs without a registry: `agent-env run` plans it, writes it into the `@local` namespace (reusing each version whose inputs haven't changed) and runs its evals or tasks; `agent-env bundle init` writes a stored task or eval as one, with its references pinned. | | `eval/` | `Eval` (`eval`), a versioned list of task references, and its store. | | `plugins/` | Entry-point plugins (see Extension points): the group names, `inventory()`, which `agent-env plugin list/show/check` report, `load_failures` and `settings`. The top level is public; the underscored modules are internal. | -| `explorer/` | Optional local web UI: `agent-env up`, needs the `explorer` extra, binds loopback `:8234`. | +| `explorer/` | Optional local web UI: `agent-env up`, binds loopback `:8234`. | | `cli/` | Click CLI with the groups `a2a-agent`, `artifact`, `bundle`, `config`, `env`, `eval`, `plugin`, `run`, `task`, `up`. | | `examples/` | The bundles agent-env ships (`hello`, and `echo-mcp`, which needs Docker), registered under `agent_env.bundles` in `pyproject.toml`. Tests run them, but they are examples for users, not fixtures. | diff --git a/README.md b/README.md index 03e42554..e3adcb34 100644 --- a/README.md +++ b/README.md @@ -30,7 +30,7 @@ Or install it with pip, into a virtualenv: pip install agentenv-framework ``` -To use the SDK in your own project, add it as a dependency with `uv add agentenv-framework`. The explorer, `agent-env up`, needs the `explorer` extra (`uv tool install 'agentenv-framework[explorer]'`, or the same extra with uvx or pip) and an `.agentenv/config.toml` in the current folder or above it; an empty one keeps every local default. The `tensorlake` sandbox backend needs the `tensorlake` extra (`pip install 'agentenv-framework[tensorlake]'`) and an `api_key` in `[sandbox.providers.tensorlake.config]`. Its sandboxes boot from the public image `agentenv-dind-host-v1`; set `image` there to use another registered Docker-capable image. The `tenki` sandbox backend needs the `tenki` extra (`pip install 'agentenv-framework[tenki]'`) and an `api_key` in `[sandbox.providers.tenki.config]`; see [its README](src/agent_env/providers/sandbox_providers/tenki/README.md). +To use the SDK in your own project, add it as a dependency with `uv add agentenv-framework`. The explorer, `agent-env up`, needs an `.agentenv/config.toml` in the current folder or above it; an empty one keeps every local default. The `tensorlake` sandbox backend needs the `tensorlake` extra (`pip install 'agentenv-framework[tensorlake]'`) and an `api_key` in `[sandbox.providers.tensorlake.config]`. Its sandboxes boot from the public image `agentenv-dind-host-v1`; set `image` there to use another registered Docker-capable image. The `tenki` sandbox backend needs the `tenki` extra (`pip install 'agentenv-framework[tenki]'`) and an `api_key` in `[sandbox.providers.tenki.config]`; see [its README](src/agent_env/providers/sandbox_providers/tenki/README.md). A plain install runs on local stores and needs no cloud SDK. The cloud store backends are extras: `aws` for S3, Secrets Manager, DynamoDB and ECR (`pip install 'agentenv-framework[aws]'`), and `gcp` for Cloud Storage, Secret Manager, Firestore and Artifact Registry (`pip install 'agentenv-framework[gcp]'`). A config that names a backend without its extra fails, naming the extra to install. diff --git a/pyproject.toml b/pyproject.toml index 3d826f8b..4b3e78e6 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -55,12 +55,6 @@ aws = [ "boto3>=1.35.0", "botocore>=1.35.0", ] -# The local explorer / `agent-env up` (Part 5). Optional so a library or worker install -# stays lean; `agent-env up` fails fast with an install hint when it is absent. -explorer = [ - "fastapi>=0.110", - "uvicorn>=0.29", -] # The Google Cloud store backends, selected by impl pointer in config.toml. gcp = [ "google-api-core>=2.24", @@ -87,7 +81,7 @@ tenki = [ "tenki[async]~=1.4.1", # AsyncClient/AsyncSandbox exec, stdin, ports and egress APIs validated against the 1.4 line ] dev = [ - "agentenv-framework[aws,explorer,gcp,sail,tensorlake,tenki,vercel]", # exercise portable optional providers and stores in CI + "agentenv-framework[aws,gcp,sail,tensorlake,tenki,vercel]", # exercise portable optional providers and stores in CI "fastmcp>=3.4,<4", # the standalone-fastmcp mount path of the protocol; <4 keeps mcp 1.x "griffelib==2.3.0", # the plugin API check; exact, since what it reports as a break changes between releases "moto>=5.0.0", diff --git a/src/agent_env/cli/up.py b/src/agent_env/cli/up.py index 6ac7dcbe..341cfab7 100644 --- a/src/agent_env/cli/up.py +++ b/src/agent_env/cli/up.py @@ -7,7 +7,6 @@ from __future__ import annotations -import importlib.util import logging import click @@ -15,17 +14,6 @@ from agent_env.env.bootstrap import GATEWAY, SERVICE_DB, InfraError, default_env_id, ensure_default_envs -def _require_explorer_deps() -> None: - """The explorer needs the optional ``[explorer]`` extra (fastapi, uvicorn). Check without importing - them, so a missing extra is an actionable hint rather than a stack trace.""" - missing = [m for m in ("fastapi", "uvicorn") if importlib.util.find_spec(m) is None] - if missing: - raise click.ClickException( - f"agent-env up serves the local explorer, which needs the optional 'explorer' extra " - f"(missing: {', '.join(missing)}). Install it with: pip install 'agentenv-framework[explorer]'" - ) - - def _bootstrap_envs() -> None: """Build the two envs ``deploy_env`` resolves by id (service-db, gateway) when they're missing or were built from other inputs than this release's, so `up` is cheap after the first run, which builds their images.""" @@ -45,7 +33,6 @@ def up(no_bootstrap: bool) -> None: logging.basicConfig(level=logging.INFO, format="%(asctime)s %(levelname)s %(name)s: %(message)s") click.echo("agent-env up") - _require_explorer_deps() from agent_env.config import configure, get_config, get_runner from agent_env.store.routing import configured_store diff --git a/tst/unit/config/test_loader.py b/tst/unit/config/test_loader.py index dccc53e1..44011a6a 100644 --- a/tst/unit/config/test_loader.py +++ b/tst/unit/config/test_loader.py @@ -288,12 +288,12 @@ def _with_name_from(error: ImportError, name_from: str) -> ImportError: (ModuleNotFoundError("No module named 'google.cloud.storage'", name="google.cloud.storage"), "gcp"), (_with_name_from(ImportError(_NO_STORAGE, name="google.cloud"), "storage"), "gcp"), (ImportError(_NO_STORAGE, name="google.cloud"), "gcp"), # 3.11 has no name_from - (ModuleNotFoundError("No module named 'fastapi'", name="fastapi"), "explorer"), + (ModuleNotFoundError("No module named 'tensorlake'", name="tensorlake"), "tensorlake"), (ImportError("cannot import name 'genai' from 'google' (unknown location)", name="google"), None), (ModuleNotFoundError("No module named 'not_a_dependency'", name="not_a_dependency"), None), (ImportError("this backend needs a C compiler"), None), ], - ids=["missing-module", "name-from", "message", "explorer", "unrelated-namespace-member", "no-extra", "no-module-name"], + ids=["missing-module", "name-from", "message", "tensorlake", "unrelated-namespace-member", "no-extra", "no-module-name"], ) def test_load_impl_names_the_extra_a_missing_module_comes_from(monkeypatch, error, extra): real = importlib.import_module diff --git a/tst/unit/env/bootstrap_test.py b/tst/unit/env/bootstrap_test.py index 4f557f91..fb486e67 100644 --- a/tst/unit/env/bootstrap_test.py +++ b/tst/unit/env/bootstrap_test.py @@ -1,7 +1,6 @@ """The infra envs a run builds: the ones missing from the store, or built by another agent-env release, into local stores only, for this host's platform, once each however many runs ask.""" -import importlib import re from pathlib import Path @@ -166,7 +165,6 @@ def test_up_builds_whats_missing_and_says_what_was_already_there(puts, capsys): def test_up_reports_infra_it_cant_build_as_one_line(puts, monkeypatch): monkeypatch.setattr(bootstrap, "docker_unreachable", lambda: "docker isn't on PATH") - monkeypatch.setattr(importlib.import_module("agent_env.cli.up"), "_require_explorer_deps", lambda: None) monkeypatch.setattr("agent_env.config.runtime.Config.config_path", lambda self: "config.toml") monkeypatch.setattr("agent_env.config.configure", lambda *a, **k: None) result = CliRunner().invoke(up, []) diff --git a/tst/unit/test_optional_extras_stay_optional.py b/tst/unit/test_optional_extras_stay_optional.py index 5239f681..26674b71 100644 --- a/tst/unit/test_optional_extras_stay_optional.py +++ b/tst/unit/test_optional_extras_stay_optional.py @@ -26,12 +26,11 @@ def find_spec(self, fullname, path=None, target=None): sys.meta_path.insert(0, Refuse()) """ -# Not core: the explorer, Sail and Smol providers need their optional extras, and the gateway runs -# only in its container image, and the code runner is a script that reads its arguments on import. +# Not core: the Sail and Smol providers need their optional extras, and the gateway runs only in +# its container image, and the code runner is a script that reads its arguments on import. _NOT_CORE = ( - "agent_env.explorer", "agent_env.providers.sandbox_providers.sail_vm", - "agent_env.providers.sandbox_providers.smol_vm", "agent_env.env.gateway", - "agent_env.task_step.task_steps.run_code_runner", + "agent_env.providers.sandbox_providers.sail_vm", "agent_env.providers.sandbox_providers.smol_vm", + "agent_env.env.gateway", "agent_env.task_step.task_steps.run_code_runner", ) _IMPORT_CORE = _BLOCKING + """ diff --git a/uv.lock b/uv.lock index f28f591e..c74d1a38 100644 --- a/uv.lock +++ b/uv.lock @@ -76,7 +76,6 @@ dev = [ { name = "anyio" }, { name = "boto3" }, { name = "botocore" }, - { name = "fastapi" }, { name = "fastmcp" }, { name = "google-api-core" }, { name = "google-auth" }, @@ -97,13 +96,8 @@ dev = [ { name = "sail" }, { name = "tenki", extra = ["async"] }, { name = "tensorlake" }, - { name = "uvicorn" }, { name = "vercel-sandbox" }, ] -explorer = [ - { name = "fastapi" }, - { name = "uvicorn" }, -] gcp = [ { name = "google-api-core" }, { name = "google-auth" }, @@ -132,7 +126,7 @@ vercel = [ [package.metadata] requires-dist = [ { name = "a2a-sdk", specifier = "==0.3.26" }, - { name = "agentenv-framework", extras = ["aws", "explorer", "gcp", "sail", "tensorlake", "tenki", "vercel"], marker = "extra == 'dev'" }, + { name = "agentenv-framework", extras = ["aws", "gcp", "sail", "tensorlake", "tenki", "vercel"], marker = "extra == 'dev'" }, { name = "agentenv-framework-protocol", editable = "packages/agentenv-protocol" }, { name = "anyio", marker = "extra == 'vercel'", specifier = ">=4,<5" }, { name = "boto3", marker = "extra == 'aws'", specifier = ">=1.35.0" }, @@ -141,7 +135,6 @@ requires-dist = [ { name = "click", specifier = ">=8.0.0" }, { name = "cryptography", specifier = ">=42" }, { name = "e2b", specifier = "~=2.46.4" }, - { name = "fastapi", marker = "extra == 'explorer'", specifier = ">=0.110" }, { name = "fastmcp", marker = "extra == 'dev'", specifier = ">=3.4,<4" }, { name = "google-api-core", marker = "extra == 'gcp'", specifier = ">=2.24" }, { name = "google-auth", marker = "extra == 'gcp'", specifier = ">=2.40" }, @@ -175,10 +168,9 @@ requires-dist = [ { name = "tenki", extras = ["async"], marker = "extra == 'tenki'", specifier = "~=1.4.1" }, { name = "tensorlake", marker = "extra == 'tensorlake'", specifier = "~=0.5.140" }, { name = "uvicorn", specifier = ">=0.47" }, - { name = "uvicorn", marker = "extra == 'explorer'", specifier = ">=0.29" }, { name = "vercel-sandbox", marker = "extra == 'vercel'", specifier = ">=0.7.0,<0.8" }, ] -provides-extras = ["aws", "explorer", "gcp", "sail", "vercel", "tensorlake", "tenki", "dev", "smol"] +provides-extras = ["aws", "gcp", "sail", "vercel", "tensorlake", "tenki", "dev", "smol"] [[package]] name = "agentenv-framework-protocol" From c199183d35c6c3c9cad34c3ee6e8b720dac19102 Mon Sep 17 00:00:00 2001 From: Edgar Arakelyan Date: Thu, 15 Oct 2026 17:40:35 -0700 Subject: [PATCH 08/14] fix(bundle): materializing a bundle of more entries than the open-file limit allows Each entry's lock holds a file open, so agent-env run crashed with EMFILE on a bundle of over about 1000 entries on Linux, or 250 on macOS, such as a generated task pack. The soft limit is raised toward the hard one to fit them, as Go's runtime does. Co-Authored-By: Claude Opus 5.5 --- src/agent_env/store/local_state.py | 19 +++++++++++++++++-- tst/unit/bundle/ledger_test.py | 18 ++++++++++++++++++ 2 files changed, 35 insertions(+), 2 deletions(-) diff --git a/src/agent_env/store/local_state.py b/src/agent_env/store/local_state.py index 5c45b4d2..d1289943 100644 --- a/src/agent_env/store/local_state.py +++ b/src/agent_env/store/local_state.py @@ -13,8 +13,11 @@ try: import fcntl + import resource except ImportError: # Windows: writers of one id aren't serialized - fcntl = None + fcntl = resource = None + +_OTHER_FILES = 256 def ensure_state_dir(path: Path) -> None: @@ -46,9 +49,11 @@ def holding_locks(ids: Iterable[str], on_wait: Callable[[], None] | None = None) yield return ensure_state_dir(state_root() / "locks") + paths = sorted({_lock_path(id) for id in ids}) + _allow_open(len(paths)) fds, waited = [], False try: - for path in sorted({_lock_path(id) for id in ids}): + for path in paths: fds.append(os.open(path, os.O_RDWR | os.O_CREAT | os.O_NOFOLLOW, 0o600)) try: fcntl.flock(fds[-1], fcntl.LOCK_EX | fcntl.LOCK_NB) @@ -63,5 +68,15 @@ def holding_locks(ids: Iterable[str], on_wait: Callable[[], None] | None = None) os.close(fd) +def _allow_open(locks: int) -> None: + """Each lock holds a file open, so more locks than the soft limit on open files allows (1024 on Linux, 256 on + macOS) raise it toward the hard limit, as Go's runtime does, leaving room for the process's other files.""" + soft, hard = resource.getrlimit(resource.RLIMIT_NOFILE) + wanted = locks + _OTHER_FILES + if soft != resource.RLIM_INFINITY and soft < wanted: + raised = wanted if hard == resource.RLIM_INFINITY else min(wanted, hard) + resource.setrlimit(resource.RLIMIT_NOFILE, (raised, hard)) + + def _lock_path(id: str) -> Path: return state_root() / "locks" / f"entity-{hashlib.sha256(id.encode()).hexdigest()[:16]}.lock" diff --git a/tst/unit/bundle/ledger_test.py b/tst/unit/bundle/ledger_test.py index bd78b964..f69385c1 100644 --- a/tst/unit/bundle/ledger_test.py +++ b/tst/unit/bundle/ledger_test.py @@ -540,6 +540,24 @@ def test_an_interrupted_runs_version_is_written_over_once_the_store_or_the_files assert check.reasons == (f"the store's latest, v{stored}, wasn't recorded by this bundle",) +def test_a_bundle_of_more_entries_than_the_open_file_limit_allows_is_locked_whole(tmp_path): + many = tmp_path / "many" + (many / "tasks").mkdir(parents=True) + for n in range(300): + (many / f"tasks/t{n}.json").write_text('[{"id": "s", "type": "noop"}]') + held = subprocess.run([sys.executable, "-c", textwrap.dedent(f""" + import pathlib, resource + from agent_env.bundle import parse_bundle + from agent_env.bundle.ledger import materializing + resource.setrlimit(resource.RLIMIT_NOFILE, (64, resource.getrlimit(resource.RLIMIT_NOFILE)[1])) + with materializing(parse_bundle(pathlib.Path({str(many)!r}))): + print(len(list(pathlib.Path("/dev/fd").iterdir()))) + """)], capture_output=True, text=True) + + assert held.returncode == 0, held.stderr + assert int(held.stdout) > 300 + + @pytest.mark.parametrize("other", [ "the-same-folder", "another-folder-with-its-id-root", "another-bundle-declaring-its-id", ]) From b0500fe98380b2022a3f4451eeda9ae9070399b6 Mon Sep 17 00:00:00 2001 From: Edgar Arakelyan Date: Thu, 15 Oct 2026 17:49:49 -0700 Subject: [PATCH 09/14] test(openenv): all is listed first in the integration test too Co-Authored-By: Claude Opus 5.5 --- tst/integration/openenv/build_app_test.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tst/integration/openenv/build_app_test.py b/tst/integration/openenv/build_app_test.py index 4fdb57a1..990b70ba 100644 --- a/tst/integration/openenv/build_app_test.py +++ b/tst/integration/openenv/build_app_test.py @@ -114,7 +114,7 @@ async def test_a_bundle_task_played_by_openenvs_clients_scores_as_agent_env_run_ with _serving(app) as url: async with httpx.AsyncClient(base_url=url) as http: - assert [split["name"] for split in (await http.get("/dock/splits")).json()] == ["smoke", "all"] + assert [split["name"] for split in (await http.get("/dock/splits")).json()] == ["all", "smoke"] task = (await http.post("/dock/task", json={"split": "all", "index": 0})).json()["task"] assert (task["name"], task["prompt"], task["system_prompt"], task["agent"]) == ( "crate", "Add a crate.", "You keep the items.", "policy") From 8e0aa9c6d7207aa361305ef129b899dd7ffbf21d Mon Sep 17 00:00:00 2001 From: Edgar Arakelyan Date: Thu, 15 Oct 2026 18:47:03 -0700 Subject: [PATCH 10/14] fix(openenv): a cancelled turn change ends the episode, and a bare reset skips an empty split A call cancelled while end_turn or reset waited for the next turn left a live episode with no open tools, so the next step dereferenced None; it now ends the episode as an error observation. A bare reset plays the first task served even when the first split has none, and the validator test asserts that OpenEnv's validation passes. Co-Authored-By: Claude Opus 5.5 --- src/agent_env/openenv/environment.py | 13 +++++++----- tst/integration/openenv/build_app_test.py | 3 +-- tst/unit/openenv/environment_test.py | 24 ++++++++++++++++++++++- 3 files changed, 32 insertions(+), 8 deletions(-) diff --git a/src/agent_env/openenv/environment.py b/src/agent_env/openenv/environment.py index b8b8e59c..e0b15919 100644 --- a/src/agent_env/openenv/environment.py +++ b/src/agent_env/openenv/environment.py @@ -108,8 +108,8 @@ def get_task_range(self, split: str, start: int | None = None, stop: int | None async def reset_async(self, seed: int | None = None, episode_id: str | None = None, *, split: str | None = None, index: int | None = None, **kwargs: Any) -> Observation: - """Plays task ``index`` of ``split``, or the first split's first task without either, as OpenEnv's ORS and - verifiers importers do.""" + """Plays task ``index`` of ``split``, or without either the first task served, as OpenEnv's ORS and verifiers + importers do.""" async with self._lock: return await self._reset(split, index) @@ -118,9 +118,9 @@ async def _reset(self, split: str | None, index: int | None) -> Observation: self._loop = asyncio.get_running_loop() self._done, self._served_task, self._state = False, None, State(episode_id=None, step_count=0) if (split is None) != (index is None): - return self._ended("split and index go together: give both, or neither for the first split's first task") + return self._ended("split and index go together: give both, or neither for the first task served") if split is None: - split, index = next(iter(self._served.splits)), 0 + split, index = next(name for name, tasks in self._served.splits.items() if tasks), 0 try: self._served_task = self._task_at(split, index) except IndexError as e: @@ -240,9 +240,12 @@ async def _open(self, turn: Turn) -> None: raise EpisodeError(f"the env offers tools OpenEnv reserves: {', '.join(clash)}") async def _ended_episode(self) -> dict[str, Any] | None: - """The error metadata a step answers with once the episode can't go on: it has ended, or its run has.""" + """The error metadata a step answers with once the episode can't go on: it has ended, its run has, or the call + opening its turn was cancelled.""" if self._done or self._episode is None: return {"status": "error", "error": ENDED, "task": self._task_metadata()} + if self._tools is None: + return (await self._fail("the call opening the episode's turn was cancelled")).metadata if not self._episode.finished: return None try: diff --git a/tst/integration/openenv/build_app_test.py b/tst/integration/openenv/build_app_test.py index 990b70ba..a2dc801c 100644 --- a/tst/integration/openenv/build_app_test.py +++ b/tst/integration/openenv/build_app_test.py @@ -235,8 +235,7 @@ def test_openenvs_own_validator_runs_against_the_server(items): "runtime", "--json", "--timeout", "300"], capture_output=True, text=True, timeout=900) findings = json.loads(report.stdout) - print(json.dumps(findings, indent=1)) - assert findings, report.stderr + assert (report.returncode, findings["passed"], findings["failed_criteria"]) == (0, True, []), report.stdout def test_a_bundle_naming_an_env_the_store_doesnt_hold_is_refused_at_startup(items): diff --git a/tst/unit/openenv/environment_test.py b/tst/unit/openenv/environment_test.py index 4c93c4ff..09a18e56 100644 --- a/tst/unit/openenv/environment_test.py +++ b/tst/unit/openenv/environment_test.py @@ -223,9 +223,13 @@ async def test_a_split_or_index_with_no_task_or_one_without_the_other_is_an_erro assert (await env.reset_async(split="all", index=1)).metadata["error"] == ( "split 'all' has 1 tasks, so it has no task 1") assert (await env.reset_async(index=0)).metadata["error"] == ( - "split and index go together: give both, or neither for the first split's first task") + "split and index go together: give both, or neither for the first task served") assert teardowns.started == [] + env._served.splits = {"refused": (), **env._served.splits} + assert (await env.reset_async()).metadata["task"]["split"] == "all" + await asyncio.to_thread(env.close) + @pytest.mark.asyncio async def test_a_reset_on_a_live_session_cancels_and_tears_down_its_episode_first(teardowns, tools): @@ -262,6 +266,24 @@ async def test_calls_that_overlap_on_one_session_take_turns_as_openenvs_http_ses assert (await calling).metadata["error"] == ENDED +@pytest.mark.asyncio +async def test_an_end_turn_cancelled_before_the_next_turn_opens_ends_the_episode_at_the_next_step(teardowns, tools): + between = {"id": "between", "type": "episode_test_gate", "depends_on": ["turn"]} + env = _env(ITEMS, ALICE, TURN, between, {**AGAIN, "depends_on": ["between"]}, REPLIES) + await env.reset_async() + ending = asyncio.create_task(_call(env, "end_turn", response="Added a crate.")) + await asyncio.sleep(0.05) + ending.cancel() + with pytest.raises(asyncio.CancelledError): + await ending + + listed = await env.step_async(ListToolsAction()) + + assert (listed.done, listed.metadata["status"], listed.metadata["error"]) == ( + True, "error", "the call opening the episode's turn was cancelled") + assert (Task.get_instance(env.state.episode_id).status, teardowns.finished) == ("cancelled", [env.state.episode_id]) + + @pytest.mark.asyncio async def test_a_session_closed_while_its_turn_opens_is_torn_down_with_the_turns_tools_once_it_has_opened( teardowns, tools): From fcff558be48dd7d6c6ce5fb529c3aafc7d6fd41c Mon Sep 17 00:00:00 2001 From: Edgar Arakelyan Date: Thu, 15 Oct 2026 18:47:05 -0700 Subject: [PATCH 11/14] test(installer): the offline index names each project as PEP 503 normalizes it jaraco.classes, which openenv's keyring needs, ships a wheel whose filename keeps the dot, so its index page was jaraco.classes and uv found no jaraco-classes. Co-Authored-By: Claude Opus 5.5 --- tst/installer/conftest.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/tst/installer/conftest.py b/tst/installer/conftest.py index 19ae086f..f915cc90 100644 --- a/tst/installer/conftest.py +++ b/tst/installer/conftest.py @@ -32,6 +32,7 @@ from typing import Optional import pytest +from packaging.utils import canonicalize_name from tst.util.capabilities import missing_capability_reason @@ -128,7 +129,7 @@ def simple_index(tmp_path_factory, dependencies, checkout_wheels) -> Iterator[st root = tmp_path_factory.mktemp("simple-index") projects: dict[str, list[Path]] = {} for wheel in [*dependencies.glob("*.whl"), *checkout_wheels.glob("*.whl")]: - projects.setdefault(wheel.name.split("-", 1)[0].lower().replace("_", "-"), []).append(wheel) + projects.setdefault(canonicalize_name(wheel.name.split("-", 1)[0]), []).append(wheel) for project, wheels in projects.items(): page = root / "simple" / project page.mkdir(parents=True) From b9f5f69d164c6895b04f7fc592521d128358976d Mon Sep 17 00:00:00 2001 From: Edgar Arakelyan Date: Thu, 15 Oct 2026 18:55:56 -0700 Subject: [PATCH 12/14] test(openenv): read the validator's failed criteria from its summary Co-Authored-By: Claude Opus 5.5 --- tst/integration/openenv/build_app_test.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/tst/integration/openenv/build_app_test.py b/tst/integration/openenv/build_app_test.py index a2dc801c..42305427 100644 --- a/tst/integration/openenv/build_app_test.py +++ b/tst/integration/openenv/build_app_test.py @@ -235,7 +235,8 @@ def test_openenvs_own_validator_runs_against_the_server(items): "runtime", "--json", "--timeout", "300"], capture_output=True, text=True, timeout=900) findings = json.loads(report.stdout) - assert (report.returncode, findings["passed"], findings["failed_criteria"]) == (0, True, []), report.stdout + assert (report.returncode, findings["passed"], findings["summary"]["failed_criteria"]) == (0, True, []), ( + report.stdout) def test_a_bundle_naming_an_env_the_store_doesnt_hold_is_refused_at_startup(items): From b6d755e491c7d6d522dff2e51d21ef4ab7abc07c Mon Sep 17 00:00:00 2001 From: Edgar Arakelyan Date: Thu, 15 Oct 2026 22:06:42 -0700 Subject: [PATCH 13/14] refactor: one helper for the overrides that put a whole run on a sandbox run_bundle and EpisodeSpec.start built the same three-key user_overrides. Co-Authored-By: Claude Opus 5.5 --- src/agent_env/bundle/run.py | 4 ++-- src/agent_env/task/episode/spec.py | 4 ++-- src/agent_env/task_step/context.py | 6 ++++++ 3 files changed, 10 insertions(+), 4 deletions(-) diff --git a/src/agent_env/bundle/run.py b/src/agent_env/bundle/run.py index 41ee0e14..97f0e567 100644 --- a/src/agent_env/bundle/run.py +++ b/src/agent_env/bundle/run.py @@ -31,7 +31,7 @@ from agent_env.task.interrupts import Interrupts from agent_env.task.task import recorded_scores from agent_env.task.teardown import TeardownReport, teardown_run -from agent_env.task_step.context import TaskStepContext +from agent_env.task_step.context import TaskStepContext, sandbox_overrides from agent_env.utils.docker_build import DEFAULT_BUILD_PLATFORM from ._fs import relative @@ -390,7 +390,7 @@ async def run_one(entry: BundleEntry, task: Task) -> TaskRun: tag = f"[{_path(plan, entry)}]" metadata = {"run_group_id": run_group_id, "task_id": task.id} if sandbox: - metadata["user_overrides"] = {"env_sandbox": sandbox, "agent_sandbox": sandbox, "sandbox": sandbox} + metadata["user_overrides"] = sandbox_overrides(sandbox) context = TaskStepContext(metadata=metadata) try: await semaphore.acquire() diff --git a/src/agent_env/task/episode/spec.py b/src/agent_env/task/episode/spec.py index fba82d3a..7e46eadb 100644 --- a/src/agent_env/task/episode/spec.py +++ b/src/agent_env/task/episode/spec.py @@ -8,7 +8,7 @@ from agent_env.task.episode.run import Episode, EpisodeError from agent_env.task.episode.steps import _EpisodeAgentStep, _EpisodeTurnStep from agent_env.task.task import Task, substitute_seed_in_steps -from agent_env.task_step.context import TaskStepContext +from agent_env.task_step.context import TaskStepContext, sandbox_overrides from agent_env.task_step.task_step import TaskStep from agent_env.task_step.task_steps.prompt_agent import PromptAgentTaskStep @@ -58,7 +58,7 @@ async def start(self, *, sandbox: str | None = None) -> Episode: if self._seed: metadata["seed"] = dict(self._seed) if sandbox: - metadata["user_overrides"] = {"env_sandbox": sandbox, "agent_sandbox": sandbox, "sandbox": sandbox} + metadata["user_overrides"] = sandbox_overrides(sandbox) episode = Episode(episode_id, self._copy, TaskStepContext(metadata=metadata)) await episode._launch() return episode diff --git a/src/agent_env/task_step/context.py b/src/agent_env/task_step/context.py index 8d635d3b..99e735c2 100644 --- a/src/agent_env/task_step/context.py +++ b/src/agent_env/task_step/context.py @@ -135,6 +135,12 @@ def read_dual_keyed(data: dict[str, Any], legacy: str, neutral: str) -> Any: return value if value is not None else data.get(neutral) +def sandbox_overrides(sandbox: str) -> dict[str, str]: + """The ``user_overrides`` that deploy a run's envs, agents, sandboxes and judge on ``sandbox``, as + ``agent-env run --sandbox`` sets them.""" + return {"env_sandbox": sandbox, "agent_sandbox": sandbox, "sandbox": sandbox} + + # (legacy, neutral) keys of the PromptResponse fields that were renamed. Stored documents and raw-doc readers use the # legacy keys, so to_dict writes each beside its neutral one and from_dict reads either. _PROMPT_RESPONSE_LEGACY_KEYS = ( From cfecda10476cd462023d22173de438da0fcb7680 Mon Sep 17 00:00:00 2001 From: Edgar Arakelyan Date: Thu, 15 Oct 2026 22:06:44 -0700 Subject: [PATCH 14/14] refactor(openenv): a served task carries its reward function, and the lifecycle helpers say what they do Startup turns reward= into one function per task (a user's function, or the score at a step), so the episode applies it in one place. _end/_close/_ended/_ended_episode/_fail become _abandon/_abandon_when_free/_error_observation/_why_stopped/_end_with_error, and done lives only in the episode's State. A missing score now reads as the reward's own error. Co-Authored-By: Claude Opus 5.5 --- src/agent_env/openenv/app.py | 32 +++++++---- src/agent_env/openenv/environment.py | 80 ++++++++++++---------------- tst/unit/openenv/environment_test.py | 25 +++++---- 3 files changed, 72 insertions(+), 65 deletions(-) diff --git a/src/agent_env/openenv/app.py b/src/agent_env/openenv/app.py index ce72ef58..1308da3a 100644 --- a/src/agent_env/openenv/app.py +++ b/src/agent_env/openenv/app.py @@ -44,8 +44,7 @@ def build_app( when ``reward`` can't score every task.""" with namespace_routing(): prepared = {split: _prepared(source, sandbox) for split, source in _sources(bundle).items()} - served = Served(splits=_served(_splits(bundle, prepared), reward), - reward=reward if callable(reward) else None, sandbox=sandbox) + served = Served(splits=_served(_splits(bundle, prepared), reward), sandbox=sandbox) app = create_app(functools.partial(AgentEnvEnvironment, served), CallToolAction, CallToolObservation, env_name=_env_name(prepared), max_concurrent_envs=max_concurrent_envs, reset_observation_cls=Observation) @@ -111,10 +110,11 @@ def _served(splits: dict[str, list[tuple[str, Task]]], except EpisodeError as e: refused[task.id] = str(e) continue - scored_by, problem = _scored_by(task, reward) + reward_of, problem = _reward_of(task, reward) if problem: unscorable[task.id] = problem - kept.append(ServedTask(task, name, spec, scored_by)) + continue + kept.append(ServedTask(task, name, spec, reward_of)) served[split] = tuple(kept) for why in refused.values(): logger.warning("left out: %s", why) @@ -126,16 +126,30 @@ def _served(splits: dict[str, list[tuple[str, Task]]], return served -def _scored_by(task: Task, reward: str | Callable[[dict[str, float]], float] | None) -> tuple[str | None, str | None]: - """The step whose score is ``task``'s reward, or why ``reward`` can't choose one; a function chooses none.""" +def _reward_of(task: Task, reward: str | Callable[[dict[str, float]], float] | None + ) -> tuple[Callable[[dict[str, float]], float | None] | None, str | None]: + """``task``'s reward as a function of its scores, or why ``reward`` can't make one.""" if callable(reward): - return None, None + return reward, None scoring = [step.id for step in task.steps if getattr(step, "verifier_id", None)] if reward is None: if len(scoring) > 1: return None, (f"task {task.id!r} records a score at each of {', '.join(scoring)}; name the one that is " "its reward with reward=") - return (scoring[0] if scoring else None), None + return (_score_at(scoring[0]) if scoring else _unscored), None if reward not in scoring: return None, f"task {task.id!r} records no score at step {reward!r}; it records them at {scoring}" - return reward, None + return _score_at(reward), None + + +def _score_at(step: str) -> Callable[[dict[str, float]], float]: + def score(scores: dict[str, float]) -> float: + if step not in scores: + raise LookupError(f"the run recorded no score at step {step!r}") + return scores[step] + + return score + + +def _unscored(scores: dict[str, float]) -> None: + return None diff --git a/src/agent_env/openenv/environment.py b/src/agent_env/openenv/environment.py index e0b15919..3f96ccb4 100644 --- a/src/agent_env/openenv/environment.py +++ b/src/agent_env/openenv/environment.py @@ -39,27 +39,26 @@ @dataclass(frozen=True) class ServedTask: - """A task served as an episode, and the step whose score is its reward unless the reward is a function.""" + """A task served as an episode, and its reward as a function of the scores it records, by step id.""" task: Task name: str spec: EpisodeSpec - scored_by: str | None + reward: Callable[[dict[str, float]], float | None] @dataclass class Served: - """What one server serves, shared by every session: each split's tasks, the reward rule, where envs deploy, and - the sessions holding an episode, which the server's shutdown tears down.""" + """What one server serves, shared by every session: each split's tasks, where envs deploy, and the sessions + holding an episode, which the server's shutdown tears down.""" splits: dict[str, tuple[ServedTask, ...]] - reward: Callable[[dict[str, float]], float] | None sandbox: str | None live: set[AgentEnvEnvironment] = field(default_factory=set) ending: set[asyncio.Task] = field(default_factory=set) async def close(self, reason: str) -> None: - await asyncio.gather(*(env._close(reason) for env in list(self.live)), *self.ending) + await asyncio.gather(*(env._abandon_when_free(reason) for env in list(self.live)), *self.ending) def end_later(self, ending: Coroutine[Any, Any, None]) -> asyncio.Task: task = asyncio.ensure_future(ending) @@ -84,8 +83,7 @@ def __init__(self, served: Served): self._turn: Turn | None = None self._tools: TurnTools | None = None self._stack: AsyncExitStack | None = None - self._done = False - self._state = State(episode_id=None, step_count=0) + self._state = State(episode_id=None, step_count=0, done=False) # The Task API @@ -114,17 +112,17 @@ async def reset_async(self, seed: int | None = None, episode_id: str | None = No return await self._reset(split, index) async def _reset(self, split: str | None, index: int | None) -> Observation: - await self._end("reset") + await self._abandon("reset") self._loop = asyncio.get_running_loop() - self._done, self._served_task, self._state = False, None, State(episode_id=None, step_count=0) + self._served_task, self._state = None, State(episode_id=None, step_count=0, done=False) if (split is None) != (index is None): - return self._ended("split and index go together: give both, or neither for the first task served") + return self._error_observation("split and index go together: give both, or neither for the first task served") if split is None: split, index = next(name for name, tasks in self._served.splits.items() if tasks), 0 try: self._served_task = self._task_at(split, index) except IndexError as e: - return self._ended(str(e)) + return self._error_observation(str(e)) self._state = State(episode_id=None, step_count=0, task_id=self._served_task.task.id, task_name=self._served_task.name, split=split, index=index, turn=None, done=False) self._served.live.add(self) @@ -136,7 +134,7 @@ async def _reset(self, split: str | None, index: int | None) -> Observation: raise EpisodeError("the run ended before the agent's first turn") await self._open(turn) except Exception as e: - return await self._fail(e) + return await self._end_with_error(e) return Observation(done=False, reward=None, metadata={ "prompt": turn.prompt, "system_prompt": turn.system_prompt, "task": self._task_metadata()}) @@ -149,13 +147,13 @@ async def step_async(self, action: Any, timeout_s: float | None = None, **kwargs async def _step(self, action: Any, timeout_s: float | None) -> Observation: if isinstance(action, ListToolsAction): - if (ended := await self._ended_episode()) is not None: - return ListToolsObservation(tools=[], done=True, reward=None, metadata=ended) + if (stopped := await self._why_stopped()) is not None: + return ListToolsObservation(tools=[], done=True, reward=None, metadata=stopped) return ListToolsObservation(tools=[*map(_tool, self._tools.list()), END_TURN]) if not isinstance(action, CallToolAction): raise TypeError(f"unsupported action {type(action).__name__}; use ListToolsAction or CallToolAction") - if (ended := await self._ended_episode()) is not None: - return CallToolObservation(tool_name=action.tool_name, done=True, reward=None, metadata=ended) + if (stopped := await self._why_stopped()) is not None: + return CallToolObservation(tool_name=action.tool_name, done=True, reward=None, metadata=stopped) self._state.step_count += 1 if action.tool_name == END_TURN.name: return await self._end_turn(action.tool_name, action.arguments.get("response") or "") @@ -181,9 +179,9 @@ def close(self) -> None: except RuntimeError: running = None if running is self._loop: - self._served.end_later(self._close("the session closed")) + self._served.end_later(self._abandon_when_free("the session closed")) else: - asyncio.run_coroutine_threadsafe(self._close("the session closed"), self._loop).result() + asyncio.run_coroutine_threadsafe(self._abandon_when_free("the session closed"), self._loop).result() async def _call(self, action: CallToolAction, timeout_s: float | None) -> CallToolObservation: name = action.tool_name @@ -213,23 +211,18 @@ async def _end_turn(self, name: str, response: str) -> CallToolObservation: "prompt": turn.prompt, "system_prompt": turn.system_prompt}) scores = await self._episode.result() except Exception as e: - observation = await self._fail(e) + observation = await self._end_with_error(e) return CallToolObservation(tool_name=name, done=True, reward=None, metadata=observation.metadata) - await self._end("the episode ended") + await self._abandon("the episode ended") return CallToolObservation(tool_name=name, done=True, **self._scored(scores)) def _scored(self, scores: dict[str, float]) -> dict[str, Any]: - """The final observation's reward and metadata, as ``reward=`` makes a reward of the scores.""" - self._finish() + self._state.done = True metadata: dict[str, Any] = {"scores": scores, "task": self._task_metadata()} - step = self._served_task.scored_by try: - reward = self._served.reward(scores) if self._served.reward else scores.get(step) if step else None + reward = self._served_task.reward(scores) except Exception as e: - reward, metadata["status"], metadata["error"] = None, "error", f"reward= raised {_described(e)}" - else: - if step and step not in scores: - metadata["status"], metadata["error"] = "error", f"the run recorded no score at step {step!r}" + reward, metadata["status"], metadata["error"] = None, "error", f"no reward: {_described(e)}" return {"reward": reward, "metadata": metadata} async def _open(self, turn: Turn) -> None: @@ -239,13 +232,13 @@ async def _open(self, turn: Turn) -> None: if clash := sorted({tool.name for tool in self._tools.list()} & {*RESERVED_TOOL_NAMES, END_TURN.name}): raise EpisodeError(f"the env offers tools OpenEnv reserves: {', '.join(clash)}") - async def _ended_episode(self) -> dict[str, Any] | None: + async def _why_stopped(self) -> dict[str, Any] | None: """The error metadata a step answers with once the episode can't go on: it has ended, its run has, or the call opening its turn was cancelled.""" - if self._done or self._episode is None: + if self._episode is None: return {"status": "error", "error": ENDED, "task": self._task_metadata()} if self._tools is None: - return (await self._fail("the call opening the episode's turn was cancelled")).metadata + return (await self._end_with_error("the call opening the episode's turn was cancelled")).metadata if not self._episode.finished: return None try: @@ -253,26 +246,23 @@ async def _ended_episode(self) -> dict[str, Any] | None: error = "the run ended while the agent's turn was open" except Exception as e: error = _described(e) - return (await self._fail(error)).metadata + return (await self._end_with_error(error)).metadata - async def _fail(self, error: Exception | str) -> Observation: - await self._end(error if isinstance(error, str) else _described(error)) - return self._ended(error if isinstance(error, str) else _described(error)) + async def _end_with_error(self, error: Exception | str) -> Observation: + message = error if isinstance(error, str) else _described(error) + await self._abandon(message) + return self._error_observation(message) - def _ended(self, error: str) -> Observation: - self._finish() + def _error_observation(self, error: str) -> Observation: + self._state.done = True return Observation(done=True, reward=None, metadata={ "status": "error", "error": error, "task": self._task_metadata()}) - def _finish(self) -> None: - self._done = True - self._state.done = True - - async def _close(self, reason: str) -> None: + async def _abandon_when_free(self, reason: str) -> None: async with self._lock: - await self._end(reason) + await self._abandon(reason) - async def _end(self, reason: str) -> None: + async def _abandon(self, reason: str) -> None: """Abandon the episode and close the turn's tools, waiting for the teardown; the caller holds the lock. The abandon is tracked before anything is awaited, so a server shutting down meanwhile waits for it too.""" episode, self._episode = self._episode, None diff --git a/tst/unit/openenv/environment_test.py b/tst/unit/openenv/environment_test.py index 09a18e56..f859777b 100644 --- a/tst/unit/openenv/environment_test.py +++ b/tst/unit/openenv/environment_test.py @@ -10,6 +10,7 @@ from openenv.core.env_server.mcp_types import CallToolAction, ListToolsAction, ToolErrorType import agent_env.task.episode.run as episode_run +from agent_env.openenv.app import _score_at from agent_env.openenv.environment import ENDED, AgentEnvEnvironment, Served, ServedTask from agent_env.task import EpisodeSpec, Task from tst.unit.task.episode.run_test import ALICE, ITEMS, REPLIES, TURN, _gate @@ -64,10 +65,10 @@ def _task(*steps, id="dock"): return Task.from_dict({"id": id, "version": 1, "steps": [dict(step) for step in steps]}) -def _env(*steps, reward=None, scored_by="replies", splits=None): +def _env(*steps, reward=_score_at("replies"), splits=None): task = _task(*steps) - served = (ServedTask(task, "dock", EpisodeSpec.from_task(task), scored_by),) - return AgentEnvEnvironment(Served(splits=splits or {"all": served}, reward=reward, sandbox=None)) + served = (ServedTask(task, "dock", EpisodeSpec.from_task(task), reward),) + return AgentEnvEnvironment(Served(splits=splits or {"all": served}, sandbox=None)) async def _call(env, tool, **arguments): @@ -77,8 +78,9 @@ async def _call(env, tool, **arguments): @pytest.mark.asyncio async def test_the_task_api_lists_each_split_with_each_tasks_prompt_and_agent(teardowns, tools): tasks = [_task(ITEMS, ALICE, {**TURN, "prompt": f"Add crate {n}."}, REPLIES, id=f"dock-{n}") for n in range(3)] - served = tuple(ServedTask(task, f"dock-{n}", EpisodeSpec.from_task(task), "replies") for n, task in enumerate(tasks)) - env = AgentEnvEnvironment(Served(splits={"smoke": served[:1], "all": served}, reward=None, sandbox=None)) + served = tuple(ServedTask(task, f"dock-{n}", EpisodeSpec.from_task(task), _score_at("replies")) + for n, task in enumerate(tasks)) + env = AgentEnvEnvironment(Served(splits={"smoke": served[:1], "all": served}, sandbox=None)) assert env.list_splits() == ["smoke", "all"] assert (env.num_tasks("smoke"), env.num_tasks("all")) == (1, 3) @@ -339,10 +341,11 @@ async def ended(**kwargs): await env.reset_async() return await _call(env, "end_turn", response="Added.") - assert (await ended(scored_by=None, reward=lambda scores: scores["replies"] * 2)).reward == 2.0 - missing = await ended(scored_by="other") - assert (missing.reward, missing.metadata["error"]) == (None, "the run recorded no score at step 'other'") - raising = await ended(scored_by=None, reward=lambda scores: scores["other"]) - assert (raising.reward, raising.metadata["error"]) == (None, "reward= raised KeyError: 'other'") - assert (await ended(scored_by=None)).metadata == {"scores": {"replies": 1.0}, "task": { + assert (await ended(reward=lambda scores: scores["replies"] * 2)).reward == 2.0 + missing = await ended(reward=_score_at("other")) + assert (missing.reward, missing.metadata["error"]) == ( + None, "no reward: LookupError: the run recorded no score at step 'other'") + raising = await ended(reward=lambda scores: scores["other"]) + assert (raising.reward, raising.metadata["error"]) == (None, "no reward: KeyError: 'other'") + assert (await ended(reward=lambda scores: None)).metadata == {"scores": {"replies": 1.0}, "task": { "id": "dock", "name": "dock", "split": "all", "index": 0}}