# Azure AI Language
Azure AI Language enables users with task-oriented and optimized pre-trained or custom language models to effectively understand and analyze documents and conversations. This Prompt flow tool is a wrapper for various Azure AI Language APIs. The current list of supported capabilities is as follows:
| Name | Description |
|-------------------------------------------|-------------------------------------------------------|
| Abstractive Summarization | Generate abstractive summaries from documents. |
| Extractive Summarization | Extract summaries from documents. |
| Conversation Summarization | Summarize conversations. |
| Entity Recognition | Recognize and categorize entities in documents. |
| Key Phrase Extraction | Extract key phrases from documents. |
| Language Detection | Detect the language of documents. |
| PII Entity Recognition | Recognize and redact PII entities in documents. |
| Conversational PII | Recognize and redact PII entities in conversations. |
| Sentiment Analysis | Analyze the sentiment of documents. |
| Conversational Language Understanding | Predict intents and entities from user's utterances. |
| Translator | Translate documents. |
## Requirements
PyPI package: [`promptflow-azure-ai-language`](https://pypi.org/project/promptflow-azure-ai-language/).
- For AzureML users:
follow this [wiki](https://learn.microsoft.com/en-us/azure/machine-learning/prompt-flow/how-to-custom-tool-package-creation-and-usage?view=azureml-api-2#prepare-runtime), starting from `Prepare runtime`.
- For local users:
```
pip install promptflow-azure-ai-language
```
You may also want to install the [Prompt flow for VS Code extension](https://marketplace.visualstudio.com/items?itemName=prompt-flow.prompt-flow).
## Prerequisites
The tool calls APIs from Azure AI Language. To use it, you must create a connection to an [Azure AI Language resource](https://learn.microsoft.com/en-us/azure/ai-services/language-service/). [Create a Language Resource](https://portal.azure.com/#create/Microsoft.CognitiveServicesTextAnalytics) first, if necessary.
- In Prompt flow, add a new `CustomConnection`.
- Under the `secrets` field, specify the resource's API key: `api_key: <Azure AI Language Resource api key>`
- Under the `configs` field, specify the resource's endpoint: `endpoint: <Azure AI Language Resource endpoint>`
To use the `Translator` tool, you must set up an additional connection to an [Azure AI Translator resource](https://azure.microsoft.com/en-us/products/ai-services/ai-translator). [Create a Translator resource](https://learn.microsoft.com/en-us/azure/ai-services/translator/create-translator-resource) first, if necessary.
- In Prompt flow, add a new `CustomConnection`.
- Under the `secrets` field, specify the resource's API key: `api_key: <Azure AI Translator Resource api key>`
- Under the `configs` field, specify the resource's endpoint: `endpoint: <Azure AI Translator Resource endpoint>`
- If your Translator Resource is regional and non-global, specify its region under `configs` as well: `region: <Azure AI Translator Resource region>`
## Inputs
When a tool parameter is of type `Document`, it requires a `dict` object of [this](https://learn.microsoft.com/en-us/rest/api/language/text-analysis-runtime/analyze-text?view=rest-language-2023-04-01&tabs=HTTP#multilanguageinput) specification.
Example:
```
my_document = {
"id": "1",
"text": "This is some document text!",
"language": "en"
}
```
When a tool parameter is of type `Conversation`, it requires a `dict` object of [this](https://learn.microsoft.com/en-us/rest/api/language/conversation-analysis-runtime/submit-job?view=rest-language-2023-04-01&tabs=HTTP#textconversation) or [this](https://learn.microsoft.com/en-us/rest/api/language/conversation-analysis-runtime/submit-job?view=rest-language-2023-04-01&tabs=HTTP#transcriptconversation) specification.
Example:
```
my_conversation = {
"id": "meeting_1",
"language": "en",
"modality": "text",
"domain": "generic",
"conversationItems": [
{
"participantId": "person1",
"role": "generic",
"id": "1",
"text": "Hello!"
},
{
"participantId": "person2",
"role": "generic",
"id": "2",
"text": "How are you?"
}
]
}
```
---------------------------
All skills have the following (optional) inputs:
| Name | Type | Description | Required |
|--------------------|------------------|-------------|----------|
| max_retries | int | The maximum number of HTTP request retries. Default value is `5`. | No |
| max_wait | int | The maximum wait time (in seconds) in-between HTTP requests. Default value is `60`. | No |
| parse_response | bool | Should the full API JSON output be parsed to extract the single task result. Default value is `False`. | No |
HTTP request logic utilizes [exponential backoff](https://en.wikipedia.org/wiki/Exponential_backoff).
See skill specific inputs below:
---------------------------
| Abstractive Summarization | Name | Type | Description | Required |
|-|--------------------|------------------|-------------|----------|
|| connection | CustomConnection | The created connection to an Azure AI Language resource. | Yes |
|| document | `Document` | The input document. | Yes |
|| query | string | The query used to structure summarization. | Yes |
|| summary_length | string (enum) | The desired summary length. Enum values are `short`, `medium`, and `long`. | No |
---------------------------
| Extractive Summarization | Name | Type | Description | Required |
|-|--------------------|------------------|-------------|----------|
|| connection | CustomConnection | The created connection to an Azure AI Language resource. | Yes |
|| document | `Document` | The input document. | Yes |
|| query | string | The query used to structure summarization. | Yes |
|| sentence_count | int | The desired number of output summary sentences. Default value is `3`. | No |
|| sort_by | string (enum) | The sorting criteria for extractive summarization results. Enum values are `Offset` to sort results in order of appearance in the text and `Rank` to sort results in order of importance (i.e. rank score) according to model. Default value is `Offset`. | No |
---------------------------
| Conversation Summarization | Name | Type | Description | Required |
|-|--------------------|------------------|-------------|----------|
|| connection | CustomConnection | The created connection to an Azure AI Language resource. | Yes |
|| conversation | `Conversation` | The input conversation. | Yes |
|| summary_aspect | string (enum) | The desired summary "aspect" to obtain. Enum values are `chapterTitle` to obtain the chapter title of any conversation, `issue` to obtain the summary of issues in transcripts of web chats and service calls between customer-service agents and customers, `narrative` to obtain the generic summary of any conversation, `resolution` to obtain the summary of resolutions in transcripts of web chats and service calls between customer-service agents and customers, `recap` to obtain a general summary, and `follow-up tasks` to obtain a summary of follow-up or action items. | Yes |
---------------------------
| Entity Recognition | Name | Type | Description | Required |
|-|--------------------|------------------|-------------|----------|
|| connection | CustomConnection | The created connection to an Azure AI Language resource. | Yes |
|| document | `Document` | The input document. | Yes |
---------------------------
| Key Phrase Extraction | Name | Type | Description | Required |
|-|--------------------|------------------|-------------|----------|
|| connection | CustomConnection | The created connection to an Azure AI Language resource. | Yes |
|| document | `Document` | The input document. | Yes |
---------------------------
| Language Detection | Name | Type | Description | Required |
|-|--------------------|------------------|-------------|----------|
|| connection | CustomConnection | The created connection to an Azure AI Language resource. | Yes |
|| text | string | The input text. | Yes |
---------------------------
| PII Entity Recognition | Name | Type | Description | Required |
|-|--------------------|------------------|-------------|----------|
|| connection | CustomConnection | The created connection to an Azure AI Language resource. | Yes |
|| document | `Document` | The input document. | Yes |
|| domain | string (enum) | The PII domain used for PII Entity Recognition. Enum values are `none` for no domain, or `phi` to indicate that entities in the Personal Health domain should be redacted. Default value is `none`. | No |
|| pii_categories | list[string] | Describes the PII categories to return. | No |
---------------------------
| Conversational PII | Name | Type | Description | Required |
|-|-----------------------|------------------|-------------|----------|
|| connection | CustomConnection | The created connection to an Azure AI Language resource. | Yes |
|| conversation | `Conversation` | The input conversation. | Yes |
|| pii_categories | list[string] | Describes the PII categories to return for detection. Default value is `['Default']`. | No |
|| redact_audio_timing | bool | Should audio stream offset and duration for any detected entities be redacted. Default value is `False`. | No |
|| redaction source | string (enum) | For transcript conversations, this parameter provides information regarding which content type should be used for entity detection. The details of the entities detected - such as the offset, length, and the text itself - will correspond to the text type selected here. Enum values are `lexical`, `itn`, `maskedItn`, and `text`. Default value is `lexical`. | No |
|| exclude_pii_categories | list[string] | Describes the PII categories to exclude for detection. Default value is `[]`. | No |
---------------------------
| Sentiment Analysis | Name | Type | Description | Required |
|-|--------------------|------------------|-------------|----------|
|| connection | CustomConnection | The created connection to an Azure AI Language resource. | Yes |
|| document | `Document` | The input document. | Yes |
|| opinion_mining | bool | Should opinion mining be enabled. Default value is `False`. | No |
---------------------------
| Conversational Language Understanding | Name | Type | Description | Required |
|-|--------------------|------------------|-------------|----------|
|| connection | CustomConnection | The created connection to an Azure AI Language resource. | Yes |
|| language | string | The ISO 639-1 code for the language of the input. | Yes |
|| utterances | string | A single user utterance or a json array of user utterances. | Yes |
|| project_name | string | The Conversational Language Understanding project to be called. | Yes |
|| deployment_name | string | The Conversational Language Understanding project deployment to be called. | Yes |
---------------------------
| Translator |Name | Type | Description | Required |
|-|--------------------|------------------|-------------|----------|
|| connection | CustomConnection | The created connection to an Azure AI Translator resource. | Yes |
|| text | string | The input text. | Yes |
|| to | list[string] | The languages to translate the input text to. | Yes |
|| source_language | string | The language of the input text. | No |
|| category | string | The category (domain) of the translation. This parameter is used to get translations from a customized system built with Custom Translator. Default value is `general`. | No |
|| text_type | string (enum) | The type of the text being translated. Possible values are `plain` (default) or `html`. | No |
## Outputs
- When the input parameter `parse_response` is set to `False` (default value), the full API JSON response will be returned (as a `dict` object).
- When the input parameter `parse_response` is set to `True`, the full API JSON response will be parsed to extract the single task result associated with the tool's given skill. Output will depend on the skill (but will still be a `dict` object).
- **Note:** for Conversational Language Understanding (CLU), output will be a list of responses (either full or parsed), one for each detected user utterance in the input.
Refer to Azure AI Language's [REST API reference](https://learn.microsoft.com/en-us/rest/api/language/) for details on API response format, specific task result formats, etc.
## Sample Flows
Find example flows using the `promptflow-azure-ai-language` package [here](https://github.com/microsoft/promptflow/tree/main/examples/flows/integrations/azure-ai-language).
## Contact
Please reach out to Azure AI Language (<taincidents@microsoft.com>) with any issues.
---------------------------
NOTICES AND INFORMATION
Do Not Translate or Localize
This software incorporates material from third parties.
Microsoft makes certain open source code available at https://3rdpartysource.microsoft.com,
or you may send a check or money order for US $5.00, including the product name,
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Notwithstanding any other terms, you may reverse engineer this software to the extent
required to debug changes to any libraries licensed under the GNU Lesser General Public License.
---------------------------------------------------------
sniffio 1.3.0 - (Apache-2.0 AND BSD-3-Clause) OR (Apache-2.0 AND MIT)
(Apache-2.0 AND BSD-3-Clause) OR (Apache-2.0 AND MIT)
---------------------------------------------------------
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contextvars 2.4 - Apache-2.0
Copyright 2018 Python Software Foundation
Copyright (c) 2015-present MagicStack Inc. http://magic.io
Copyright (c) 2018-present MagicStack Inc. http://magic.io
Apache License
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http://www.apache.org/licenses/ TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
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3. Grant of Patent License. Subject to the terms and conditions of this License, each Contributor hereby grants to You a perpetual, worldwide, non-exclusive, no-charge, royalty-free, irrevocable (except as stated in this section) patent license to make, have made, use, offer to sell, sell, import, and otherwise transfer the Work, where such license applies only to those patent claims licensable by such Contributor that are necessarily infringed by their Contribution(s) alone or by combination of their Contribution(s) with the Work to which such Contribution(s) was submitted. If You institute patent litigation against any entity (including a cross-claim or counterclaim in a lawsuit) alleging that the Work or a Contribution incorporated within the Work constitutes direct or contributory patent infringement, then any patent licenses granted to You under this License for that Work shall terminate as of the date such litigation is filed.
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You may add Your own copyright statement to Your modifications and may provide additional or different license terms and conditions for use, reproduction, or distribution of Your modifications, or for any such Derivative Works as a whole, provided Your use, reproduction, and distribution of the Work otherwise complies with the conditions stated in this License.
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9. Accepting Warranty or Additional Liability. While redistributing the Work or Derivative Works thereof, You may choose to offer, and charge a fee for, acceptance of support, warranty, indemnity, or other liability obligations and/or rights consistent with this License. However, in accepting such obligations, You may act only on Your own behalf and on Your sole responsibility, not on behalf of any other Contributor, and only if You agree to indemnify, defend, and hold each Contributor harmless for any liability incurred by, or claims asserted against, such Contributor by reason of your accepting any such warranty or additional liability. END OF TERMS AND CONDITIONS
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Copyright 2014 Google LLC
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"You" (or "Your") shall mean an individual or Legal Entity exercising permissions granted by this License.
"Source" form shall mean the preferred form for making modifications, including but not limited to software source code, documentation source, and configuration files.
"Object" form shall mean any form resulting from mechanical transformation or translation of a Source form, including but not limited to compiled object code, generated documentation, and conversions to other media types.
"Work" shall mean the work of authorship, whether in Source or Object form, made available under the License, as indicated by a copyright notice that is included in or attached to the work (an example is provided in the Appendix below).
"Derivative Works" shall mean any work, whether in Source or Object form, that is based on (or derived from) the Work and for which the editorial revisions, annotations, elaborations, or other modifications represent, as a whole, an original work of authorship. For the purposes of this License, Derivative Works shall not include works that remain separable from, or merely link (or bind by name) to the interfaces of, the Work and Derivative Works thereof.
"Contribution" shall mean any work of authorship, including the original version of the Work and any modifications or additions to that Work or Derivative Works thereof, that is intentionally submitted to Licensor for inclusion in the Work by the copyright owner or by an individual or Legal Entity authorized to submit on behalf of the copyright owner. For the purposes of this definition, "submitted" means any form of electronic, verbal, or written communication sent to the Licensor or its representatives, including but not limited to communication on electronic mailing lists, source code control systems, and issue tracking systems that are managed by, or on behalf of, the Licensor for the purpose of discussing and improving the Work, but excluding communication that is conspicuously marked or otherwise designated in writing by the copyright owner as "Not a Contribution."
"Contributor" shall mean Licensor and any individual or Legal Entity on behalf of whom a Contribution has been received by Licensor and subsequently incorporated within the Work.
2. Grant of Copyright License. Subject to the terms and conditions of this License, each Contributor hereby grants to You a perpetual, worldwide, non-exclusive, no-charge, royalty-free, irrevocable copyright license to reproduce, prepare Derivative Works of, publicly display, publicly perform, sublicense, and distribute the Work and such Derivative Works in Source or Object form.
3. Grant of Patent License. Subject to the terms and conditions of this License, each Contributor hereby grants to You a perpetual, worldwide, non-exclusive, no-charge, royalty-free, irrevocable (except as stated in this section) patent license to make, have made, use, offer to sell, sell, import, and otherwise transfer the Work, where such license applies only to those patent claims licensable by such Contributor that are necessarily infringed by their Contribution(s) alone or by combination of their Contribution(s) with the Work to which such Contribution(s) was submitted. If You institute patent litigation against any entity (including a cross-claim or counterclaim in a lawsuit) alleging that the Work or a Contribution incorporated within the Work constitutes direct or contributory patent infringement, then any patent licenses granted to You under this License for that Work shall terminate as of the date such litigation is filed.
4. Redistribution. You may reproduce and distribute copies of the Work or Derivative Works thereof in any medium, with or without modifications, and in Source or Object form, provided that You meet the following conditions:
(a) You must give any other recipients of the Work or Derivative Works a copy of this License; and
(b) You must cause any modified files to carry prominent notices stating that You changed the files; and
(c) You must retain, in the Source form of any Derivative Works that You distribute, all copyright, patent, trademark, and attribution notices from the Source form of the Work, excluding those notices that do not pertain to any part of the Derivative Works; and
(d) If the Work includes a "NOTICE" text file as part of its distribution, then any Derivative Works that You distribute must include a readable copy of the attribution notices contained within such NOTICE file, excluding those notices that do not pertain to any part of the Derivative Works, in at least one of the following places: within a NOTICE text file distributed as part of the Derivative Works; within the Source form or documentation, if provided along with the Derivative Works; or, within a display generated by the Derivative Works, if and wherever such third-party notices normally appear. The contents of the NOTICE file are for informational purposes only and do not modify the License. You may add Your own attribution notices within Derivative Works that You distribute, alongside or as an addendum to the NOTICE text from the Work, provided that such additional attribution notices cannot be construed as modifying the License.
You may add Your own copyright statement to Your modifications and may provide additional or different license terms and conditions for use, reproduction, or distribution of Your modifications, or for any such Derivative Works as a whole, provided Your use, reproduction, and distribution of the Work otherwise complies with the conditions stated in this License.
5. Submission of Contributions. Unless You explicitly state otherwise, any Contribution intentionally submitted for inclusion in the Work by You to the Licensor shall be under the terms and conditions of this License, without any additional terms or conditions. Notwithstanding the above, nothing herein shall supersede or modify the terms of any separate license agreement you may have executed with Licensor regarding such Contributions.
6. Trademarks. This License does not grant permission to use the trade names, trademarks, service marks, or product names of the Licensor, except as required for reasonable and customary use in describing the origin of the Work and reproducing the content of the NOTICE file.
7. Disclaimer of Warranty. Unless required by applicable law or agreed to in writing, Licensor provides the Work (and each Contributor provides its Contributions) on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied, including, without limitation, any warranties or conditions of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A PARTICULAR PURPOSE. You are solely responsible for determining the appropriateness of using or redistributing the Work and assume any risks associated with Your exercise of permissions under this License.
8. Limitation of Liability. In no event and under no legal theory, whether in tort (including negligence), contract, or otherwise, unless required by applicable law (such as deliberate and grossly negligent acts) or agreed to in writing, shall any Contributor be liable to You for damages, including any direct, indirect, special, incidental, or consequential damages of any character arising as a result of this License or out of the use or inability to use the Work (including but not limited to damages for loss of goodwill, work stoppage, computer failure or malfunction, or any and all other commercial damages or losses), even if such Contributor has been advised of the possibility of such damages.
9. Accepting Warranty or Additional Liability. While redistributing the Work or Derivative Works thereof, You may choose to offer, and charge a fee for, acceptance of support, warranty, indemnity, or other liability obligations and/or rights consistent with this License. However, in accepting such obligations, You may act only on Your own behalf and on Your sole responsibility, not on behalf of any other Contributor, and only if You agree to indemnify, defend, and hold each Contributor harmless for any liability incurred by, or claims asserted against, such Contributor by reason of your accepting any such warranty or additional liability. END OF TERMS AND CONDITIONS
APPENDIX: How to apply the Apache License to your work.
To apply the Apache License to your work, attach the following boilerplate notice, with the fields enclosed by brackets "[]" replaced with your own identifying information. (Don't include the brackets!) The text should be enclosed in the appropriate comment syntax for the file format. We also recommend that a file or class name and description of purpose be included on the same "printed page" as the copyright notice for easier identification within third-party archives.
Copyright [yyyy] [name of copyright owner]
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.
---------------------------------------------------------
---------------------------------------------------------
python-dateutil 2.8.2 - Apache-2.0
copyright 2019, dateutil
Copyright 2017- dateutil contributors
Copyright (c) 2015- - dateutil contributors
Copyright 2017- Paul Ganssle <paul@ganssle.io>
Copyright (c) 2015- - Paul Ganssle <paul@ganssle.io>
Copyright (c) 2014-2016 - Yaron de Leeuw <me@jarondl.net>
Copyright (c) 2003-2011 - Gustavo Niemeyer <gustavo@niemeyer.net>
Copyright (c) 2012-2014 - Tomi Pievilainen <tomi.pievilainen@iki.fi>
Apache License
Version 2.0, January 2004
http://www.apache.org/licenses/ TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
1. Definitions.
"License" shall mean the terms and conditions for use, reproduction, and distribution as defined by Sections 1 through 9 of this document.
"Licensor" shall mean the copyright owner or entity authorized by the copyright owner that is granting the License.
"Legal Entity" shall mean the union of the acting entity and all other entities that control, are controlled by, or are under common control with that entity. For the purposes of this definition, "control" means (i) the power, direct or indirect, to cause the direction or management of such entity, whether by contract or otherwise, or (ii) ownership of fifty percent (50%) or more of the outstanding shares, or (iii) beneficial ownership of such entity.
"You" (or "Your") shall mean an individual or Legal Entity exercising permissions granted by this License.
"Source" form shall mean the preferred form for making modifications, including but not limited to software source code, documentation source, and configuration files.
"Object" form shall mean any form resulting from mechanical transformation or translation of a Source form, including but not limited to compiled object code, generated documentation, and conversions to other media types.
"Work" shall mean the work of authorship, whether in Source or Object form, made available under the License, as indicated by a copyright notice that is included in or attached to the work (an example is provided in the Appendix below).
"Derivative Works" shall mean any work, whether in Source or Object form, that is based on (or derived from) the Work and for which the editorial revisions, annotations, elaborations, or other modifications represent, as a whole, an original work of authorship. For the purposes of this License, Derivative Works shall not include works that remain separable from, or merely link (or bind by name) to the interfaces of, the Work and Derivative Works thereof.
"Contribution" shall mean any work of authorship, including the original version of the Work and any modifications or additions to that Work or Derivative Works thereof, that is intentionally submitted to Licensor for inclusion in the Work by the copyright owner or by an individual or Legal Entity authorized to submit on behalf of the copyright owner. For the purposes of this definition, "submitted" means any form of electronic, verbal, or written communication sent to the Licensor or its representatives, including but not limited to communication on electronic mailing lists, source code control systems, and issue tracking systems that are managed by, or on behalf of, the Licensor for the purpose of discussing and improving the Work, but excluding communication that is conspicuously marked or otherwise designated in writing by the copyright owner as "Not a Contribution."
"Contributor" shall mean Licensor and any individual or Legal Entity on behalf of whom a Contribution has been received by Licensor and subsequently incorporated within the Work.
2. Grant of Copyright License. Subject to the terms and conditions of this License, each Contributor hereby grants to You a perpetual, worldwide, non-exclusive, no-charge, royalty-free, irrevocable copyright license to reproduce, prepare Derivative Works of, publicly display, publicly perform, sublicense, and distribute the Work and such Derivative Works in Source or Object form.
3. Grant of Patent License. Subject to the terms and conditions of this License, each Contributor hereby grants to You a perpetual, worldwide, non-exclusive, no-charge, royalty-free, irrevocable (except as stated in this section) patent license to make, have made, use, offer to sell, sell, import, and otherwise transfer the Work, where such license applies only to those patent claims licensable by such Contributor that are necessarily infringed by their Contribution(s) alone or by combination of their Contribution(s) with the Work to which such Contribution(s) was submitted. If You institute patent litigation against any entity (including a cross-claim or counterclaim in a lawsuit) alleging that the Work or a Contribution incorporated within the Work constitutes direct or contributory patent infringement, then any patent licenses granted to You under this License for that Work shall terminate as of the date such litigation is filed.
4. Redistribution. You may reproduce and distribute copies of the Work or Derivative Works thereof in any medium, with or without modifications, and in Source or Object form, provided that You meet the following conditions:
(a) You must give any other recipients of the Work or Derivative Works a copy of this License; and
(b) You must cause any modified files to carry prominent notices stating that You changed the files; and
(c) You must retain, in the Source form of any Derivative Works that You distribute, all copyright, patent, trademark, and attribution notices from the Source form of the Work, excluding those notices that do not pertain to any part of the Derivative Works; and
(d) If the Work includes a "NOTICE" text file as part of its distribution, then any Derivative Works that You distribute must include a readable copy of the attribution notices contained within such NOTICE file, excluding those notices that do not pertain to any part of the Derivative Works, in at least one of the following places: within a NOTICE text file distributed as part of the Derivative Works; within the Source form or documentation, if provided along with the Derivative Works; or, within a display generated by the Derivative Works, if and wherever such third-party notices normally appear. The contents of the NOTICE file are for informational purposes only and do not modify the License. You may add Your own attribution notices within Derivative Works that You distribute, alongside or as an addendum to the NOTICE text from the Work, provided that such additional attribution notices cannot be construed as modifying the License.
You may add Your own copyright statement to Your modifications and may provide additional or different license terms and conditions for use, reproduction, or distribution of Your modifications, or for any such Derivative Works as a whole, provided Your use, reproduction, and distribution of the Work otherwise complies with the conditions stated in this License.
5. Submission of Contributions. Unless You explicitly state otherwise, any Contribution intentionally submitted for inclusion in the Work by You to the Licensor shall be under the terms and conditions of this License, without any additional terms or conditions. Notwithstanding the above, nothing herein shall supersede or modify the terms of any separate license agreement you may have executed with Licensor regarding such Contributions.
6. Trademarks. This License does not grant permission to use the trade names, trademarks, service marks, or product names of the Licensor, except as required for reasonable and customary use in describing the origin of the Work and reproducing the content of the NOTICE file.
7. Disclaimer of Warranty. Unless required by applicable law or agreed to in writing, Licensor provides the Work (and each Contributor provides its Contributions) on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied, including, without limitation, any warranties or conditions of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A PARTICULAR PURPOSE. You are solely responsible for determining the appropriateness of using or redistributing the Work and assume any risks associated with Your exercise of permissions under this License.
8. Limitation of Liability. In no event and under no legal theory, whether in tort (including negligence), contract, or otherwise, unless required by applicable law (such as deliberate and grossly negligent acts) or agreed to in writing, shall any Contributor be liable to You for damages, including any direct, indirect, special, incidental, or consequential damages of any character arising as a result of this License or out of the use or inability to use the Work (including but not limited to damages for loss of goodwill, work stoppage, computer failure or malfunction, or any and all other commercial damages or losses), even if such Contributor has been advised of the possibility of such damages.
9. Accepting Warranty or Additional Liability. While redistributing the Work or Derivative Works thereof, You may choose to offer, and charge a fee for, acceptance of support, warranty, indemnity, or other liability obligations and/or rights consistent with this License. However, in accepting such obligations, You may act only on Your own behalf and on Your sole responsibility, not on behalf of any other Contributor, and only if You agree to indemnify, defend, and hold each Contributor harmless for any liability incurred by, or claims asserted against, such Contributor by reason of your accepting any such warranty or additional liability. END OF TERMS AND CONDITIONS
APPENDIX: How to apply the Apache License to your work.
To apply the Apache License to your work, attach the following boilerplate notice, with the fields enclosed by brackets "[]" replaced with your own identifying information. (Don't include the brackets!) The text should be enclosed in the appropriate comment syntax for the file format. We also recommend that a file or class name and description of purpose be included on the same "printed page" as the copyright notice for easier identification within third-party archives.
Copyright [yyyy] [name of copyright owner]
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.
---------------------------------------------------------
---------------------------------------------------------
requests 2.31.0 - Apache-2.0
Copyright Kenneth Reitz
Copyright 2019 Kenneth Reitz
copyright (c) 2012 by Kenneth Reitz
copyright (c) 2017 by Kenneth Reitz
Apache License
Version 2.0, January 2004
http://www.apache.org/licenses/ TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
1. Definitions.
"License" shall mean the terms and conditions for use, reproduction, and distribution as defined by Sections 1 through 9 of this document.
"Licensor" shall mean the copyright owner or entity authorized by the copyright owner that is granting the License.
"Legal Entity" shall mean the union of the acting entity and all other entities that control, are controlled by, or are under common control with that entity. For the purposes of this definition, "control" means (i) the power, direct or indirect, to cause the direction or management of such entity, whether by contract or otherwise, or (ii) ownership of fifty percent (50%) or more of the outstanding shares, or (iii) beneficial ownership of such entity.
"You" (or "Your") shall mean an individual or Legal Entity exercising permissions granted by this License.
"Source" form shall mean the preferred form for making modifications, including but not limited to software source code, documentation source, and configuration files.
"Object" form shall mean any form resulting from mechanical transformation or translation of a Source form, including but not limited to compiled object code, generated documentation, and conversions to other media types.
"Work" shall mean the work of authorship, whether in Source or Object form, made available under the License, as indicated by a copyright notice that is included in or attached to the work (an example is provided in the Appendix below).
"Derivative Works" shall mean any work, whether in Source or Object form, that is based on (or derived from) the Work and for which the editorial revisions, annotations, elaborations, or other modifications represent, as a whole, an original work of authorship. For the purposes of this License, Derivative Works shall not include works that remain separable from, or merely link (or bind by name) to the interfaces of, the Work and Derivative Works thereof.
"Contribution" shall mean any work of authorship, including the original version of the Work and any modifications or additions to that Work or Derivative Works thereof, that is intentionally submitted to Licensor for inclusion in the Work by the copyright owner or by an individual or Legal Entity authorized to submit on behalf of the copyright owner. For the purposes of this definition, "submitted" means any form of electronic, verbal, or written communication sent to the Licensor or its representatives, including but not limited to communication on electronic mailing lists, source code control systems, and issue tracking systems that are managed by, or on behalf of, the Licensor for the purpose of discussing and improving the Work, but excluding communication that is conspicuously marked or otherwise designated in writing by the copyright owner as "Not a Contribution."
"Contributor" shall mean Licensor and any individual or Legal Entity on behalf of whom a Contribution has been received by Licensor and subsequently incorporated within the Work.
2. Grant of Copyright License. Subject to the terms and conditions of this License, each Contributor hereby grants to You a perpetual, worldwide, non-exclusive, no-charge, royalty-free, irrevocable copyright license to reproduce, prepare Derivative Works of, publicly display, publicly perform, sublicense, and distribute the Work and such Derivative Works in Source or Object form.
3. Grant of Patent License. Subject to the terms and conditions of this License, each Contributor hereby grants to You a perpetual, worldwide, non-exclusive, no-charge, royalty-free, irrevocable (except as stated in this section) patent license to make, have made, use, offer to sell, sell, import, and otherwise transfer the Work, where such license applies only to those patent claims licensable by such Contributor that are necessarily infringed by their Contribution(s) alone or by combination of their Contribution(s) with the Work to which such Contribution(s) was submitted. If You institute patent litigation against any entity (including a cross-claim or counterclaim in a lawsuit) alleging that the Work or a Contribution incorporated within the Work constitutes direct or contributory patent infringement, then any patent licenses granted to You under this License for that Work shall terminate as of the date such litigation is filed.
4. Redistribution. You may reproduce and distribute copies of the Work or Derivative Works thereof in any medium, with or without modifications, and in Source or Object form, provided that You meet the following conditions:
(a) You must give any other recipients of the Work or Derivative Works a copy of this License; and
(b) You must cause any modified files to carry prominent notices stating that You changed the files; and
(c) You must retain, in the Source form of any Derivative Works that You distribute, all copyright, patent, trademark, and attribution notices from the Source form of the Work, excluding those notices that do not pertain to any part of the Derivative Works; and
(d) If the Work includes a "NOTICE" text file as part of its distribution, then any Derivative Works that You distribute must include a readable copy of the attribution notices contained within such NOTICE file, excluding those notices that do not pertain to any part of the Derivative Works, in at least one of the following places: within a NOTICE text file distributed as part of the Derivative Works; within the Source form or documentation, if provided along with the Derivative Works; or, within a display generated by the Derivative Works, if and wherever such third-party notices normally appear. The contents of the NOTICE file are for informational purposes only and do not modify the License. You may add Your own attribution notices within Derivative Works that You distribute, alongside or as an addendum to the NOTICE text from the Work, provided that such additional attribution notices cannot be construed as modifying the License.
You may add Your own copyright statement to Your modifications and may provide additional or different license terms and conditions for use, reproduction, or distribution of Your modifications, or for any such Derivative Works as a whole, provided Your use, reproduction, and distribution of the Work otherwise complies with the conditions stated in this License.
5. Submission of Contributions. Unless You explicitly state otherwise, any Contribution intentionally submitted for inclusion in the Work by You to the Licensor shall be under the terms and conditions of this License, without any additional terms or conditions. Notwithstanding the above, nothing herein shall supersede or modify the terms of any separate license agreement you may have executed with Licensor regarding such Contributions.
6. Trademarks. This License does not grant permission to use the trade names, trademarks, service marks, or product names of the Licensor, except as required for reasonable and customary use in describing the origin of the Work and reproducing the content of the NOTICE file.
7. Disclaimer of Warranty. Unless required by applicable law or agreed to in writing, Licensor provides the Work (and each Contributor provides its Contributions) on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied, including, without limitation, any warranties or conditions of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A PARTICULAR PURPOSE. You are solely responsible for determining the appropriateness of using or redistributing the Work and assume any risks associated with Your exercise of permissions under this License.
8. Limitation of Liability. In no event and under no legal theory, whether in tort (including negligence), contract, or otherwise, unless required by applicable law (such as deliberate and grossly negligent acts) or agreed to in writing, shall any Contributor be liable to You for damages, including any direct, indirect, special, incidental, or consequential damages of any character arising as a result of this License or out of the use or inability to use the Work (including but not limited to damages for loss of goodwill, work stoppage, computer failure or malfunction, or any and all other commercial damages or losses), even if such Contributor has been advised of the possibility of such damages.
9. Accepting Warranty or Additional Liability. While redistributing the Work or Derivative Works thereof, You may choose to offer, and charge a fee for, acceptance of support, warranty, indemnity, or other liability obligations and/or rights consistent with this License. However, in accepting such obligations, You may act only on Your own behalf and on Your sole responsibility, not on behalf of any other Contributor, and only if You agree to indemnify, defend, and hold each Contributor harmless for any liability incurred by, or claims asserted against, such Contributor by reason of your accepting any such warranty or additional liability. END OF TERMS AND CONDITIONS
APPENDIX: How to apply the Apache License to your work.
To apply the Apache License to your work, attach the following boilerplate notice, with the fields enclosed by brackets "[]" replaced with your own identifying information. (Don't include the brackets!) The text should be enclosed in the appropriate comment syntax for the file format. We also recommend that a file or class name and description of purpose be included on the same "printed page" as the copyright notice for easier identification within third-party archives.
Copyright [yyyy] [name of copyright owner]
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.
---------------------------------------------------------
---------------------------------------------------------
rsa 4.9 - Apache-2.0
Copyright 2011 Sybren A. Stuvel <sybren@stuvel.eu>
Apache License
Version 2.0, January 2004
http://www.apache.org/licenses/ TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
1. Definitions.
"License" shall mean the terms and conditions for use, reproduction, and distribution as defined by Sections 1 through 9 of this document.
"Licensor" shall mean the copyright owner or entity authorized by the copyright owner that is granting the License.
"Legal Entity" shall mean the union of the acting entity and all other entities that control, are controlled by, or are under common control with that entity. For the purposes of this definition, "control" means (i) the power, direct or indirect, to cause the direction or management of such entity, whether by contract or otherwise, or (ii) ownership of fifty percent (50%) or more of the outstanding shares, or (iii) beneficial ownership of such entity.
"You" (or "Your") shall mean an individual or Legal Entity exercising permissions granted by this License.
"Source" form shall mean the preferred form for making modifications, including but not limited to software source code, documentation source, and configuration files.
"Object" form shall mean any form resulting from mechanical transformation or translation of a Source form, including but not limited to compiled object code, generated documentation, and conversions to other media types.
"Work" shall mean the work of authorship, whether in Source or Object form, made available under the License, as indicated by a copyright notice that is included in or attached to the work (an example is provided in the Appendix below).
"Derivative Works" shall mean any work, whether in Source or Object form, that is based on (or derived from) the Work and for which the editorial revisions, annotations, elaborations, or other modifications represent, as a whole, an original work of authorship. For the purposes of this License, Derivative Works shall not include works that remain separable from, or merely link (or bind by name) to the interfaces of, the Work and Derivative Works thereof.
"Contribution" shall mean any work of authorship, including the original version of the Work and any modifications or additions to that Work or Derivative Works thereof, that is intentionally submitted to Licensor for inclusion in the Work by the copyright owner or by an individual or Legal Entity authorized to submit on behalf of the copyright owner. For the purposes of this definition, "submitted" means any form of electronic, verbal, or written communication sent to the Licensor or its representatives, including but not limited to communication on electronic mailing lists, source code control systems, and issue tracking systems that are managed by, or on behalf of, the Licensor for the purpose of discussing and improving the Work, but excluding communication that is conspicuously marked or otherwise designated in writing by the copyright owner as "Not a Contribution."
"Contributor" shall mean Licensor and any individual or Legal Entity on behalf of whom a Contribution has been received by Licensor and subsequently incorporated within the Work.
2. Grant of Copyright License. Subject to the terms and conditions of this License, each Contributor hereby grants to You a perpetual, worldwide, non-exclusive, no-charge, royalty-free, irrevocable copyright license to reproduce, prepare Derivative Works of, publicly display, publicly perform, sublicense, and distribute the Work and such Derivative Works in Source or Object form.
3. Grant of Patent License. Subject to the terms and conditions of this License, each Contributor hereby grants to You a perpetual, worldwide, non-exclusive, no-charge, royalty-free, irrevocable (except as stated in this section) patent license to make, have made, use, offer to sell, sell, import, and otherwise transfer the Work, where such license applies only to those patent claims licensable by such Contributor that are necessarily infringed by their Contribution(s) alone or by combination of their Contribution(s) with the Work to which such Contribution(s) was submitted. If You institute patent litigation against any entity (including a cross-claim or counterclaim in a lawsuit) alleging that the Work or a Contribution incorporated within the Work constitutes direct or contributory patent infringement, then any patent licenses granted to You under this License for that Work shall terminate as of the date such litigation is filed.
4. Redistribution. You may reproduce and distribute copies of the Work or Derivative Works thereof in any medium, with or without modifications, and in Source or Object form, provided that You meet the following conditions:
(a) You must give any other recipients of the Work or Derivative Works a copy of this License; and
(b) You must cause any modified files to carry prominent notices stating that You changed the files; and
(c) You must retain, in the Source form of any Derivative Works that You distribute, all copyright, patent, trademark, and attribution notices from the Source form of the Work, excluding those notices that do not pertain to any part of the Derivative Works; and
(d) If the Work includes a "NOTICE" text file as part of its distribution, then any Derivative Works that You distribute must include a readable copy of the attribution notices contained within such NOTICE file, excluding those notices that do not pertain to any part of the Derivative Works, in at least one of the following places: within a NOTICE text file distributed as part of the Derivative Works; within the Source form or documentation, if provided along with the Derivative Works; or, within a display generated by the Derivative Works, if and wherever such third-party notices normally appear. The contents of the NOTICE file are for informational purposes only and do not modify the License. You may add Your own attribution notices within Derivative Works that You distribute, alongside or as an addendum to the NOTICE text from the Work, provided that such additional attribution notices cannot be construed as modifying the License.
You may add Your own copyright statement to Your modifications and may provide additional or different license terms and conditions for use, reproduction, or distribution of Your modifications, or for any such Derivative Works as a whole, provided Your use, reproduction, and distribution of the Work otherwise complies with the conditions stated in this License.
5. Submission of Contributions. Unless You explicitly state otherwise, any Contribution intentionally submitted for inclusion in the Work by You to the Licensor shall be under the terms and conditions of this License, without any additional terms or conditions. Notwithstanding the above, nothing herein shall supersede or modify the terms of any separate license agreement you may have executed with Licensor regarding such Contributions.
6. Trademarks. This License does not grant permission to use the trade names, trademarks, service marks, or product names of the Licensor, except as required for reasonable and customary use in describing the origin of the Work and reproducing the content of the NOTICE file.
7. Disclaimer of Warranty. Unless required by applicable law or agreed to in writing, Licensor provides the Work (and each Contributor provides its Contributions) on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied, including, without limitation, any warranties or conditions of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A PARTICULAR PURPOSE. You are solely responsible for determining the appropriateness of using or redistributing the Work and assume any risks associated with Your exercise of permissions under this License.
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jaraco.classes 3.3.0 - MIT
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waitress 2.1.2 - ZPL-2.1
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Raw data
{
"_id": null,
"home_page": null,
"name": "promptflow-azure-ai-language",
"maintainer": null,
"docs_url": null,
"requires_python": ">=3.9",
"maintainer_email": "taincidents@microsoft.com",
"keywords": null,
"author": "Microsoft Corporation",
"author_email": null,
"download_url": null,
"platform": null,
"description": "# Azure AI Language\nAzure AI Language enables users with task-oriented and optimized pre-trained or custom language models to effectively understand and analyze documents and conversations. This Prompt flow tool is a wrapper for various Azure AI Language APIs. The current list of supported capabilities is as follows:\n\n| Name | Description |\n|-------------------------------------------|-------------------------------------------------------|\n| Abstractive Summarization | Generate abstractive summaries from documents. |\n| Extractive Summarization | Extract summaries from documents. |\n| Conversation Summarization | Summarize conversations. |\n| Entity Recognition | Recognize and categorize entities in documents. |\n| Key Phrase Extraction | Extract key phrases from documents. |\n| Language Detection | Detect the language of documents. |\n| PII Entity Recognition | Recognize and redact PII entities in documents. |\n| Conversational PII | Recognize and redact PII entities in conversations. |\n| Sentiment Analysis | Analyze the sentiment of documents. |\n| Conversational Language Understanding | Predict intents and entities from user's utterances. |\n| Translator | Translate documents. | \n\n## Requirements\nPyPI package: [`promptflow-azure-ai-language`](https://pypi.org/project/promptflow-azure-ai-language/).\n- For AzureML users: \n follow this [wiki](https://learn.microsoft.com/en-us/azure/machine-learning/prompt-flow/how-to-custom-tool-package-creation-and-usage?view=azureml-api-2#prepare-runtime), starting from `Prepare runtime`.\n- For local users: \n ```\n pip install promptflow-azure-ai-language\n ```\n You may also want to install the [Prompt flow for VS Code extension](https://marketplace.visualstudio.com/items?itemName=prompt-flow.prompt-flow).\n## Prerequisites\nThe tool calls APIs from Azure AI Language. To use it, you must create a connection to an [Azure AI Language resource](https://learn.microsoft.com/en-us/azure/ai-services/language-service/). [Create a Language Resource](https://portal.azure.com/#create/Microsoft.CognitiveServicesTextAnalytics) first, if necessary.\n- In Prompt flow, add a new `CustomConnection`.\n - Under the `secrets` field, specify the resource's API key: `api_key: <Azure AI Language Resource api key>`\n - Under the `configs` field, specify the resource's endpoint: `endpoint: <Azure AI Language Resource endpoint>`\n\nTo use the `Translator` tool, you must set up an additional connection to an [Azure AI Translator resource](https://azure.microsoft.com/en-us/products/ai-services/ai-translator). [Create a Translator resource](https://learn.microsoft.com/en-us/azure/ai-services/translator/create-translator-resource) first, if necessary.\n- In Prompt flow, add a new `CustomConnection`.\n - Under the `secrets` field, specify the resource's API key: `api_key: <Azure AI Translator Resource api key>`\n - Under the `configs` field, specify the resource's endpoint: `endpoint: <Azure AI Translator Resource endpoint>`\n - If your Translator Resource is regional and non-global, specify its region under `configs` as well: `region: <Azure AI Translator Resource region>`\n\n## Inputs\nWhen a tool parameter is of type `Document`, it requires a `dict` object of [this](https://learn.microsoft.com/en-us/rest/api/language/text-analysis-runtime/analyze-text?view=rest-language-2023-04-01&tabs=HTTP#multilanguageinput) specification.\n\nExample:\n```\nmy_document = {\n \"id\": \"1\",\n \"text\": \"This is some document text!\",\n \"language\": \"en\"\n}\n```\nWhen a tool parameter is of type `Conversation`, it requires a `dict` object of [this](https://learn.microsoft.com/en-us/rest/api/language/conversation-analysis-runtime/submit-job?view=rest-language-2023-04-01&tabs=HTTP#textconversation) or [this](https://learn.microsoft.com/en-us/rest/api/language/conversation-analysis-runtime/submit-job?view=rest-language-2023-04-01&tabs=HTTP#transcriptconversation) specification.\n\nExample:\n```\nmy_conversation = {\n \"id\": \"meeting_1\",\n \"language\": \"en\",\n \"modality\": \"text\",\n \"domain\": \"generic\",\n \"conversationItems\": [\n {\n \"participantId\": \"person1\",\n \"role\": \"generic\",\n \"id\": \"1\",\n \"text\": \"Hello!\"\n },\n {\n \"participantId\": \"person2\",\n \"role\": \"generic\",\n \"id\": \"2\",\n \"text\": \"How are you?\"\n }\n ]\n}\n```\n---------------------------\nAll skills have the following (optional) inputs:\n| Name | Type | Description | Required |\n|--------------------|------------------|-------------|----------|\n| max_retries | int | The maximum number of HTTP request retries. Default value is `5`. | No |\n| max_wait | int | The maximum wait time (in seconds) in-between HTTP requests. Default value is `60`. | No |\n| parse_response | bool | Should the full API JSON output be parsed to extract the single task result. Default value is `False`. | No |\n\nHTTP request logic utilizes [exponential backoff](https://en.wikipedia.org/wiki/Exponential_backoff). \nSee skill specific inputs below:\n\n---------------------------\n| Abstractive Summarization | Name | Type | Description | Required |\n|-|--------------------|------------------|-------------|----------|\n|| connection | CustomConnection | The created connection to an Azure AI Language resource. | Yes |\n|| document | `Document` | The input document. | Yes |\n|| query | string | The query used to structure summarization. | Yes |\n|| summary_length | string (enum) | The desired summary length. Enum values are `short`, `medium`, and `long`. | No |\n---------------------------\n| Extractive Summarization | Name | Type | Description | Required |\n|-|--------------------|------------------|-------------|----------|\n|| connection | CustomConnection | The created connection to an Azure AI Language resource. | Yes |\n|| document | `Document` | The input document. | Yes |\n|| query | string | The query used to structure summarization. | Yes |\n|| sentence_count | int | The desired number of output summary sentences. Default value is `3`. | No |\n|| sort_by | string (enum) | The sorting criteria for extractive summarization results. Enum values are `Offset` to sort results in order of appearance in the text and `Rank` to sort results in order of importance (i.e. rank score) according to model. Default value is `Offset`. | No |\n---------------------------\n| Conversation Summarization | Name | Type | Description | Required |\n|-|--------------------|------------------|-------------|----------|\n|| connection | CustomConnection | The created connection to an Azure AI Language resource. | Yes |\n|| conversation | `Conversation` | The input conversation. | Yes |\n|| summary_aspect | string (enum) | The desired summary \"aspect\" to obtain. Enum values are `chapterTitle` to obtain the chapter title of any conversation, `issue` to obtain the summary of issues in transcripts of web chats and service calls between customer-service agents and customers, `narrative` to obtain the generic summary of any conversation, `resolution` to obtain the summary of resolutions in transcripts of web chats and service calls between customer-service agents and customers, `recap` to obtain a general summary, and `follow-up tasks` to obtain a summary of follow-up or action items. | Yes |\n---------------------------\n| Entity Recognition | Name | Type | Description | Required |\n|-|--------------------|------------------|-------------|----------|\n|| connection | CustomConnection | The created connection to an Azure AI Language resource. | Yes |\n|| document | `Document` | The input document. | Yes |\n---------------------------\n| Key Phrase Extraction | Name | Type | Description | Required |\n|-|--------------------|------------------|-------------|----------|\n|| connection | CustomConnection | The created connection to an Azure AI Language resource. | Yes |\n|| document | `Document` | The input document. | Yes |\n---------------------------\n| Language Detection | Name | Type | Description | Required |\n|-|--------------------|------------------|-------------|----------|\n|| connection | CustomConnection | The created connection to an Azure AI Language resource. | Yes |\n|| text | string | The input text. | Yes |\n---------------------------\n| PII Entity Recognition | Name | Type | Description | Required |\n|-|--------------------|------------------|-------------|----------|\n|| connection | CustomConnection | The created connection to an Azure AI Language resource. | Yes |\n|| document | `Document` | The input document. | Yes |\n|| domain | string (enum) | The PII domain used for PII Entity Recognition. Enum values are `none` for no domain, or `phi` to indicate that entities in the Personal Health domain should be redacted. Default value is `none`. | No |\n|| pii_categories | list[string] | Describes the PII categories to return. | No |\n---------------------------\n| Conversational PII | Name | Type | Description | Required |\n|-|-----------------------|------------------|-------------|----------|\n|| connection | CustomConnection | The created connection to an Azure AI Language resource. | Yes |\n|| conversation | `Conversation` | The input conversation. | Yes |\n|| pii_categories | list[string] | Describes the PII categories to return for detection. Default value is `['Default']`. | No |\n|| redact_audio_timing | bool | Should audio stream offset and duration for any detected entities be redacted. Default value is `False`. | No |\n|| redaction source | string (enum) | For transcript conversations, this parameter provides information regarding which content type should be used for entity detection. The details of the entities detected - such as the offset, length, and the text itself - will correspond to the text type selected here. Enum values are `lexical`, `itn`, `maskedItn`, and `text`. Default value is `lexical`. | No |\n|| exclude_pii_categories | list[string] | Describes the PII categories to exclude for detection. Default value is `[]`. | No |\n\n---------------------------\n| Sentiment Analysis | Name | Type | Description | Required |\n|-|--------------------|------------------|-------------|----------|\n|| connection | CustomConnection | The created connection to an Azure AI Language resource. | Yes |\n|| document | `Document` | The input document. | Yes |\n|| opinion_mining | bool | Should opinion mining be enabled. Default value is `False`. | No |\n---------------------------\n| Conversational Language Understanding | Name | Type | Description | Required |\n|-|--------------------|------------------|-------------|----------|\n|| connection | CustomConnection | The created connection to an Azure AI Language resource. | Yes |\n|| language | string | The ISO 639-1 code for the language of the input. | Yes |\n|| utterances | string | A single user utterance or a json array of user utterances. | Yes |\n|| project_name | string | The Conversational Language Understanding project to be called. | Yes |\n|| deployment_name | string | The Conversational Language Understanding project deployment to be called. | Yes |\n---------------------------\n| Translator |Name | Type | Description | Required |\n|-|--------------------|------------------|-------------|----------|\n|| connection | CustomConnection | The created connection to an Azure AI Translator resource. | Yes |\n|| text | string | The input text. | Yes |\n|| to | list[string] | The languages to translate the input text to. | Yes |\n|| source_language | string | The language of the input text. | No |\n|| category | string | The category (domain) of the translation. This parameter is used to get translations from a customized system built with Custom Translator. Default value is `general`. | No |\n|| text_type | string (enum) | The type of the text being translated. Possible values are `plain` (default) or `html`. | No |\n\n## Outputs\n- When the input parameter `parse_response` is set to `False` (default value), the full API JSON response will be returned (as a `dict` object).\n- When the input parameter `parse_response` is set to `True`, the full API JSON response will be parsed to extract the single task result associated with the tool's given skill. Output will depend on the skill (but will still be a `dict` object).\n- **Note:** for Conversational Language Understanding (CLU), output will be a list of responses (either full or parsed), one for each detected user utterance in the input.\n\nRefer to Azure AI Language's [REST API reference](https://learn.microsoft.com/en-us/rest/api/language/) for details on API response format, specific task result formats, etc.\n\n## Sample Flows\nFind example flows using the `promptflow-azure-ai-language` package [here](https://github.com/microsoft/promptflow/tree/main/examples/flows/integrations/azure-ai-language).\n\n## Contact\nPlease reach out to Azure AI Language (<taincidents@microsoft.com>) with any issues.\n\n---------------------------\n\nNOTICES AND INFORMATION\nDo Not Translate or Localize\n\nThis software incorporates material from third parties.\nMicrosoft makes certain open source code available at https://3rdpartysource.microsoft.com,\nor you may send a check or money order for US $5.00, including the product name,\nthe open source component name, platform, and version number, to:\n\nSource Code Compliance Team\nMicrosoft Corporation\nOne Microsoft Way\nRedmond, WA 98052\nUSA\n\nNotwithstanding any other terms, you may reverse engineer this software to the extent\nrequired to debug changes to any libraries licensed under the GNU Lesser General Public License.\n\n---------------------------------------------------------\n\nsniffio 1.3.0 - (Apache-2.0 AND BSD-3-Clause) OR (Apache-2.0 AND MIT)\n\n\n\n(Apache-2.0 AND BSD-3-Clause) OR (Apache-2.0 AND MIT)\n\n---------------------------------------------------------\n\n---------------------------------------------------------\n\ncontextvars 2.4 - Apache-2.0\n\n\nCopyright 2018 Python Software Foundation\nCopyright (c) 2015-present MagicStack Inc. http://magic.io\nCopyright (c) 2018-present MagicStack Inc. http://magic.io\n\nApache License\n\nVersion 2.0, January 2004\n\nhttp://www.apache.org/licenses/ TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION\n\n 1. Definitions.\n\n \n\n \"License\" shall mean the terms and conditions for use, reproduction, and distribution as defined by Sections 1 through 9 of this document.\n\n \n\n \"Licensor\" shall mean the copyright owner or entity authorized by the copyright owner that is granting the License.\n\n \n\n \"Legal Entity\" shall mean the union of the acting entity and all other entities that control, are controlled by, or are under common control with that entity. For the purposes of this definition, \"control\" means (i) the power, direct or indirect, to cause the direction or management of such entity, whether by contract or otherwise, or (ii) ownership of fifty percent (50%) or more of the outstanding shares, or (iii) beneficial ownership of such entity.\n\n \n\n \"You\" (or \"Your\") shall mean an individual or Legal Entity exercising permissions granted by this License.\n\n \n\n \"Source\" form shall mean the preferred form for making modifications, including but not limited to software source code, documentation source, and configuration files.\n\n \n\n \"Object\" form shall mean any form resulting from mechanical transformation or translation of a Source form, including but not limited to compiled object code, generated documentation, and conversions to other media types.\n\n \n\n \"Work\" shall mean the work of authorship, whether in Source or Object form, made available under the License, as indicated by a copyright notice that is included in or attached to the work (an example is provided in the Appendix below).\n\n \n\n \"Derivative Works\" shall mean any work, whether in Source or Object form, that is based on (or derived from) the Work and for which the editorial revisions, annotations, elaborations, or other modifications represent, as a whole, an original work of authorship. For the purposes of this License, Derivative Works shall not include works that remain separable from, or merely link (or bind by name) to the interfaces of, the Work and Derivative Works thereof.\n\n \n\n \"Contribution\" shall mean any work of authorship, including the original version of the Work and any modifications or additions to that Work or Derivative Works thereof, that is intentionally submitted to Licensor for inclusion in the Work by the copyright owner or by an individual or Legal Entity authorized to submit on behalf of the copyright owner. For the purposes of this definition, \"submitted\" means any form of electronic, verbal, or written communication sent to the Licensor or its representatives, including but not limited to communication on electronic mailing lists, source code control systems, and issue tracking systems that are managed by, or on behalf of, the Licensor for the purpose of discussing and improving the Work, but excluding communication that is conspicuously marked or otherwise designated in writing by the copyright owner as \"Not a Contribution.\"\n\n \n\n \"Contributor\" shall mean Licensor and any individual or Legal Entity on behalf of whom a Contribution has been received by Licensor and subsequently incorporated within the Work.\n\n 2. Grant of Copyright License. Subject to the terms and conditions of this License, each Contributor hereby grants to You a perpetual, worldwide, non-exclusive, no-charge, royalty-free, irrevocable copyright license to reproduce, prepare Derivative Works of, publicly display, publicly perform, sublicense, and distribute the Work and such Derivative Works in Source or Object form.\n\n 3. Grant of Patent License. Subject to the terms and conditions of this License, each Contributor hereby grants to You a perpetual, worldwide, non-exclusive, no-charge, royalty-free, irrevocable (except as stated in this section) patent license to make, have made, use, offer to sell, sell, import, and otherwise transfer the Work, where such license applies only to those patent claims licensable by such Contributor that are necessarily infringed by their Contribution(s) alone or by combination of their Contribution(s) with the Work to which such Contribution(s) was submitted. If You institute patent litigation against any entity (including a cross-claim or counterclaim in a lawsuit) alleging that the Work or a Contribution incorporated within the Work constitutes direct or contributory patent infringement, then any patent licenses granted to You under this License for that Work shall terminate as of the date such litigation is filed.\n\n 4. Redistribution. You may reproduce and distribute copies of the Work or Derivative Works thereof in any medium, with or without modifications, and in Source or Object form, provided that You meet the following conditions:\n\n (a) You must give any other recipients of the Work or Derivative Works a copy of this License; and\n\n (b) You must cause any modified files to carry prominent notices stating that You changed the files; and\n\n (c) You must retain, in the Source form of any Derivative Works that You distribute, all copyright, patent, trademark, and attribution notices from the Source form of the Work, excluding those notices that do not pertain to any part of the Derivative Works; and\n\n (d) If the Work includes a \"NOTICE\" text file as part of its distribution, then any Derivative Works that You distribute must include a readable copy of the attribution notices contained within such NOTICE file, excluding those notices that do not pertain to any part of the Derivative Works, in at least one of the following places: within a NOTICE text file distributed as part of the Derivative Works; within the Source form or documentation, if provided along with the Derivative Works; or, within a display generated by the Derivative Works, if and wherever such third-party notices normally appear. The contents of the NOTICE file are for informational purposes only and do not modify the License. You may add Your own attribution notices within Derivative Works that You distribute, alongside or as an addendum to the NOTICE text from the Work, provided that such additional attribution notices cannot be construed as modifying the License.\n\n You may add Your own copyright statement to Your modifications and may provide additional or different license terms and conditions for use, reproduction, or distribution of Your modifications, or for any such Derivative Works as a whole, provided Your use, reproduction, and distribution of the Work otherwise complies with the conditions stated in this License.\n\n 5. Submission of Contributions. Unless You explicitly state otherwise, any Contribution intentionally submitted for inclusion in the Work by You to the Licensor shall be under the terms and conditions of this License, without any additional terms or conditions. Notwithstanding the above, nothing herein shall supersede or modify the terms of any separate license agreement you may have executed with Licensor regarding such Contributions.\n\n 6. Trademarks. This License does not grant permission to use the trade names, trademarks, service marks, or product names of the Licensor, except as required for reasonable and customary use in describing the origin of the Work and reproducing the content of the NOTICE file.\n\n 7. Disclaimer of Warranty. Unless required by applicable law or agreed to in writing, Licensor provides the Work (and each Contributor provides its Contributions) on an \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied, including, without limitation, any warranties or conditions of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A PARTICULAR PURPOSE. You are solely responsible for determining the appropriateness of using or redistributing the Work and assume any risks associated with Your exercise of permissions under this License.\n\n 8. Limitation of Liability. In no event and under no legal theory, whether in tort (including negligence), contract, or otherwise, unless required by applicable law (such as deliberate and grossly negligent acts) or agreed to in writing, shall any Contributor be liable to You for damages, including any direct, indirect, special, incidental, or consequential damages of any character arising as a result of this License or out of the use or inability to use the Work (including but not limited to damages for loss of goodwill, work stoppage, computer failure or malfunction, or any and all other commercial damages or losses), even if such Contributor has been advised of the possibility of such damages.\n\n 9. Accepting Warranty or Additional Liability. While redistributing the Work or Derivative Works thereof, You may choose to offer, and charge a fee for, acceptance of support, warranty, indemnity, or other liability obligations and/or rights consistent with this License. However, in accepting such obligations, You may act only on Your own behalf and on Your sole responsibility, not on behalf of any other Contributor, and only if You agree to indemnify, defend, and hold each Contributor harmless for any liability incurred by, or claims asserted against, such Contributor by reason of your accepting any such warranty or additional liability. END OF TERMS AND CONDITIONS\n\nAPPENDIX: How to apply the Apache License to your work.\n\nTo apply the Apache License to your work, attach the following boilerplate notice, with the fields enclosed by brackets \"[]\" replaced with your own identifying information. (Don't include the brackets!) The text should be enclosed in the appropriate comment syntax for the file format. We also recommend that a file or class name and description of purpose be included on the same \"printed page\" as the copyright notice for easier identification within third-party archives.\n\nCopyright [yyyy] [name of copyright owner]\n\nLicensed under the Apache License, Version 2.0 (the \"License\");\n\nyou may not use this file except in compliance with the License.\n\nYou may obtain a copy of the License at\n\nhttp://www.apache.org/licenses/LICENSE-2.0\n\nUnless required by applicable law or agreed to in writing, software\n\ndistributed under the License is distributed on an \"AS IS\" BASIS,\n\nWITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n\nSee the License for the specific language governing permissions and\n\nlimitations under the License.\n\n---------------------------------------------------------\n\n---------------------------------------------------------\n\ngoogle-api-core 1.34.0 - Apache-2.0\n\n\nCopyright 2014 Google LLC\nCopyright 2015 Google LLC\nCopyright 2016 Google LLC\nCopyright 2017 Google LLC\nCopyright 2018 Google LLC\nCopyright 2019 Google LLC\nCopyright 2020 Google LLC\nCopyright 2021 Google LLC\nCopyright 2022 Google LLC\nCopyright 2017, Google LLC\nCopyright 2018, Google LLC\nCopyright 2020, Google LLC\nCopyright 2022, Google LLC\n\nApache License\n\nVersion 2.0, January 2004\n\nhttp://www.apache.org/licenses/ TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION\n\n 1. Definitions.\n\n \n\n \"License\" shall mean the terms and conditions for use, reproduction, and distribution as defined by Sections 1 through 9 of this document.\n\n \n\n \"Licensor\" shall mean the copyright owner or entity authorized by the copyright owner that is granting the License.\n\n \n\n \"Legal Entity\" shall mean the union of the acting entity and all other entities that control, are controlled by, or are under common control with that entity. For the purposes of this definition, \"control\" means (i) the power, direct or indirect, to cause the direction or management of such entity, whether by contract or otherwise, or (ii) ownership of fifty percent (50%) or more of the outstanding shares, or (iii) beneficial ownership of such entity.\n\n \n\n \"You\" (or \"Your\") shall mean an individual or Legal Entity exercising permissions granted by this License.\n\n \n\n \"Source\" form shall mean the preferred form for making modifications, including but not limited to software source code, documentation source, and configuration files.\n\n \n\n \"Object\" form shall mean any form resulting from mechanical transformation or translation of a Source form, including but not limited to compiled object code, generated documentation, and conversions to other media types.\n\n \n\n \"Work\" shall mean the work of authorship, whether in Source or Object form, made available under the License, as indicated by a copyright notice that is included in or attached to the work (an example is provided in the Appendix below).\n\n \n\n \"Derivative Works\" shall mean any work, whether in Source or Object form, that is based on (or derived from) the Work and for which the editorial revisions, annotations, elaborations, or other modifications represent, as a whole, an original work of authorship. For the purposes of this License, Derivative Works shall not include works that remain separable from, or merely link (or bind by name) to the interfaces of, the Work and Derivative Works thereof.\n\n \n\n \"Contribution\" shall mean any work of authorship, including the original version of the Work and any modifications or additions to that Work or Derivative Works thereof, that is intentionally submitted to Licensor for inclusion in the Work by the copyright owner or by an individual or Legal Entity authorized to submit on behalf of the copyright owner. For the purposes of this definition, \"submitted\" means any form of electronic, verbal, or written communication sent to the Licensor or its representatives, including but not limited to communication on electronic mailing lists, source code control systems, and issue tracking systems that are managed by, or on behalf of, the Licensor for the purpose of discussing and improving the Work, but excluding communication that is conspicuously marked or otherwise designated in writing by the copyright owner as \"Not a Contribution.\"\n\n \n\n \"Contributor\" shall mean Licensor and any individual or Legal Entity on behalf of whom a Contribution has been received by Licensor and subsequently incorporated within the Work.\n\n 2. Grant of Copyright License. Subject to the terms and conditions of this License, each Contributor hereby grants to You a perpetual, worldwide, non-exclusive, no-charge, royalty-free, irrevocable copyright license to reproduce, prepare Derivative Works of, publicly display, publicly perform, sublicense, and distribute the Work and such Derivative Works in Source or Object form.\n\n 3. Grant of Patent License. Subject to the terms and conditions of this License, each Contributor hereby grants to You a perpetual, worldwide, non-exclusive, no-charge, royalty-free, irrevocable (except as stated in this section) patent license to make, have made, use, offer to sell, sell, import, and otherwise transfer the Work, where such license applies only to those patent claims licensable by such Contributor that are necessarily infringed by their Contribution(s) alone or by combination of their Contribution(s) with the Work to which such Contribution(s) was submitted. If You institute patent litigation against any entity (including a cross-claim or counterclaim in a lawsuit) alleging that the Work or a Contribution incorporated within the Work constitutes direct or contributory patent infringement, then any patent licenses granted to You under this License for that Work shall terminate as of the date such litigation is filed.\n\n 4. Redistribution. You may reproduce and distribute copies of the Work or Derivative Works thereof in any medium, with or without modifications, and in Source or Object form, provided that You meet the following conditions:\n\n (a) You must give any other recipients of the Work or Derivative Works a copy of this License; and\n\n (b) You must cause any modified files to carry prominent notices stating that You changed the files; and\n\n (c) You must retain, in the Source form of any Derivative Works that You distribute, all copyright, patent, trademark, and attribution notices from the Source form of the Work, excluding those notices that do not pertain to any part of the Derivative Works; and\n\n (d) If the Work includes a \"NOTICE\" text file as part of its distribution, then any Derivative Works that You distribute must include a readable copy of the attribution notices contained within such NOTICE file, excluding those notices that do not pertain to any part of the Derivative Works, in at least one of the following places: within a NOTICE text file distributed as part of the Derivative Works; within the Source form or documentation, if provided along with the Derivative Works; or, within a display generated by the Derivative Works, if and wherever such third-party notices normally appear. The contents of the NOTICE file are for informational purposes only and do not modify the License. You may add Your own attribution notices within Derivative Works that You distribute, alongside or as an addendum to the NOTICE text from the Work, provided that such additional attribution notices cannot be construed as modifying the License.\n\n You may add Your own copyright statement to Your modifications and may provide additional or different license terms and conditions for use, reproduction, or distribution of Your modifications, or for any such Derivative Works as a whole, provided Your use, reproduction, and distribution of the Work otherwise complies with the conditions stated in this License.\n\n 5. Submission of Contributions. Unless You explicitly state otherwise, any Contribution intentionally submitted for inclusion in the Work by You to the Licensor shall be under the terms and conditions of this License, without any additional terms or conditions. Notwithstanding the above, nothing herein shall supersede or modify the terms of any separate license agreement you may have executed with Licensor regarding such Contributions.\n\n 6. Trademarks. This License does not grant permission to use the trade names, trademarks, service marks, or product names of the Licensor, except as required for reasonable and customary use in describing the origin of the Work and reproducing the content of the NOTICE file.\n\n 7. Disclaimer of Warranty. Unless required by applicable law or agreed to in writing, Licensor provides the Work (and each Contributor provides its Contributions) on an \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied, including, without limitation, any warranties or conditions of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A PARTICULAR PURPOSE. You are solely responsible for determining the appropriateness of using or redistributing the Work and assume any risks associated with Your exercise of permissions under this License.\n\n 8. Limitation of Liability. In no event and under no legal theory, whether in tort (including negligence), contract, or otherwise, unless required by applicable law (such as deliberate and grossly negligent acts) or agreed to in writing, shall any Contributor be liable to You for damages, including any direct, indirect, special, incidental, or consequential damages of any character arising as a result of this License or out of the use or inability to use the Work (including but not limited to damages for loss of goodwill, work stoppage, computer failure or malfunction, or any and all other commercial damages or losses), even if such Contributor has been advised of the possibility of such damages.\n\n 9. Accepting Warranty or Additional Liability. While redistributing the Work or Derivative Works thereof, You may choose to offer, and charge a fee for, acceptance of support, warranty, indemnity, or other liability obligations and/or rights consistent with this License. However, in accepting such obligations, You may act only on Your own behalf and on Your sole responsibility, not on behalf of any other Contributor, and only if You agree to indemnify, defend, and hold each Contributor harmless for any liability incurred by, or claims asserted against, such Contributor by reason of your accepting any such warranty or additional liability. END OF TERMS AND CONDITIONS\n\nAPPENDIX: How to apply the Apache License to your work.\n\nTo apply the Apache License to your work, attach the following boilerplate notice, with the fields enclosed by brackets \"[]\" replaced with your own identifying information. (Don't include the brackets!) The text should be enclosed in the appropriate comment syntax for the file format. We also recommend that a file or class name and description of purpose be included on the same \"printed page\" as the copyright notice for easier identification within third-party archives.\n\nCopyright [yyyy] [name of copyright owner]\n\nLicensed under the Apache License, Version 2.0 (the \"License\");\n\nyou may not use this file except in compliance with the License.\n\nYou may obtain a copy of the License at\n\nhttp://www.apache.org/licenses/LICENSE-2.0\n\nUnless required by applicable law or agreed to in writing, software\n\ndistributed under the License is distributed on an \"AS IS\" BASIS,\n\nWITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n\nSee the License for the specific language governing permissions and\n\nlimitations under the License.\n\n---------------------------------------------------------\n\n---------------------------------------------------------\n\nopencensus-context 0.1.3 - Apache-2.0\n\n\nCopyright 2019, OpenCensus\n\nApache License\n\nVersion 2.0, January 2004\n\nhttp://www.apache.org/licenses/ TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION\n\n 1. Definitions.\n\n \n\n \"License\" shall mean the terms and conditions for use, reproduction, and distribution as defined by Sections 1 through 9 of this document.\n\n \n\n \"Licensor\" shall mean the copyright owner or entity authorized by the copyright owner that is granting the License.\n\n \n\n \"Legal Entity\" shall mean the union of the acting entity and all other entities that control, are controlled by, or are under common control with that entity. For the purposes of this definition, \"control\" means (i) the power, direct or indirect, to cause the direction or management of such entity, whether by contract or otherwise, or (ii) ownership of fifty percent (50%) or more of the outstanding shares, or (iii) beneficial ownership of such entity.\n\n \n\n \"You\" (or \"Your\") shall mean an individual or Legal Entity exercising permissions granted by this License.\n\n \n\n \"Source\" form shall mean the preferred form for making modifications, including but not limited to software source code, documentation source, and configuration files.\n\n \n\n \"Object\" form shall mean any form resulting from mechanical transformation or translation of a Source form, including but not limited to compiled object code, generated documentation, and conversions to other media types.\n\n \n\n \"Work\" shall mean the work of authorship, whether in Source or Object form, made available under the License, as indicated by a copyright notice that is included in or attached to the work (an example is provided in the Appendix below).\n\n \n\n \"Derivative Works\" shall mean any work, whether in Source or Object form, that is based on (or derived from) the Work and for which the editorial revisions, annotations, elaborations, or other modifications represent, as a whole, an original work of authorship. For the purposes of this License, Derivative Works shall not include works that remain separable from, or merely link (or bind by name) to the interfaces of, the Work and Derivative Works thereof.\n\n \n\n \"Contribution\" shall mean any work of authorship, including the original version of the Work and any modifications or additions to that Work or Derivative Works thereof, that is intentionally submitted to Licensor for inclusion in the Work by the copyright owner or by an individual or Legal Entity authorized to submit on behalf of the copyright owner. For the purposes of this definition, \"submitted\" means any form of electronic, verbal, or written communication sent to the Licensor or its representatives, including but not limited to communication on electronic mailing lists, source code control systems, and issue tracking systems that are managed by, or on behalf of, the Licensor for the purpose of discussing and improving the Work, but excluding communication that is conspicuously marked or otherwise designated in writing by the copyright owner as \"Not a Contribution.\"\n\n \n\n \"Contributor\" shall mean Licensor and any individual or Legal Entity on behalf of whom a Contribution has been received by Licensor and subsequently incorporated within the Work.\n\n 2. Grant of Copyright License. Subject to the terms and conditions of this License, each Contributor hereby grants to You a perpetual, worldwide, non-exclusive, no-charge, royalty-free, irrevocable copyright license to reproduce, prepare Derivative Works of, publicly display, publicly perform, sublicense, and distribute the Work and such Derivative Works in Source or Object form.\n\n 3. Grant of Patent License. Subject to the terms and conditions of this License, each Contributor hereby grants to You a perpetual, worldwide, non-exclusive, no-charge, royalty-free, irrevocable (except as stated in this section) patent license to make, have made, use, offer to sell, sell, import, and otherwise transfer the Work, where such license applies only to those patent claims licensable by such Contributor that are necessarily infringed by their Contribution(s) alone or by combination of their Contribution(s) with the Work to which such Contribution(s) was submitted. If You institute patent litigation against any entity (including a cross-claim or counterclaim in a lawsuit) alleging that the Work or a Contribution incorporated within the Work constitutes direct or contributory patent infringement, then any patent licenses granted to You under this License for that Work shall terminate as of the date such litigation is filed.\n\n 4. Redistribution. You may reproduce and distribute copies of the Work or Derivative Works thereof in any medium, with or without modifications, and in Source or Object form, provided that You meet the following conditions:\n\n (a) You must give any other recipients of the Work or Derivative Works a copy of this License; and\n\n (b) You must cause any modified files to carry prominent notices stating that You changed the files; and\n\n (c) You must retain, in the Source form of any Derivative Works that You distribute, all copyright, patent, trademark, and attribution notices from the Source form of the Work, excluding those notices that do not pertain to any part of the Derivative Works; and\n\n (d) If the Work includes a \"NOTICE\" text file as part of its distribution, then any Derivative Works that You distribute must include a readable copy of the attribution notices contained within such NOTICE file, excluding those notices that do not pertain to any part of the Derivative Works, in at least one of the following places: within a NOTICE text file distributed as part of the Derivative Works; within the Source form or documentation, if provided along with the Derivative Works; or, within a display generated by the Derivative Works, if and wherever such third-party notices normally appear. The contents of the NOTICE file are for informational purposes only and do not modify the License. You may add Your own attribution notices within Derivative Works that You distribute, alongside or as an addendum to the NOTICE text from the Work, provided that such additional attribution notices cannot be construed as modifying the License.\n\n You may add Your own copyright statement to Your modifications and may provide additional or different license terms and conditions for use, reproduction, or distribution of Your modifications, or for any such Derivative Works as a whole, provided Your use, reproduction, and distribution of the Work otherwise complies with the conditions stated in this License.\n\n 5. Submission of Contributions. Unless You explicitly state otherwise, any Contribution intentionally submitted for inclusion in the Work by You to the Licensor shall be under the terms and conditions of this License, without any additional terms or conditions. Notwithstanding the above, nothing herein shall supersede or modify the terms of any separate license agreement you may have executed with Licensor regarding such Contributions.\n\n 6. Trademarks. This License does not grant permission to use the trade names, trademarks, service marks, or product names of the Licensor, except as required for reasonable and customary use in describing the origin of the Work and reproducing the content of the NOTICE file.\n\n 7. Disclaimer of Warranty. Unless required by applicable law or agreed to in writing, Licensor provides the Work (and each Contributor provides its Contributions) on an \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied, including, without limitation, any warranties or conditions of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A PARTICULAR PURPOSE. You are solely responsible for determining the appropriateness of using or redistributing the Work and assume any risks associated with Your exercise of permissions under this License.\n\n 8. Limitation of Liability. In no event and under no legal theory, whether in tort (including negligence), contract, or otherwise, unless required by applicable law (such as deliberate and grossly negligent acts) or agreed to in writing, shall any Contributor be liable to You for damages, including any direct, indirect, special, incidental, or consequential damages of any character arising as a result of this License or out of the use or inability to use the Work (including but not limited to damages for loss of goodwill, work stoppage, computer failure or malfunction, or any and all other commercial damages or losses), even if such Contributor has been advised of the possibility of such damages.\n\n 9. Accepting Warranty or Additional Liability. While redistributing the Work or Derivative Works thereof, You may choose to offer, and charge a fee for, acceptance of support, warranty, indemnity, or other liability obligations and/or rights consistent with this License. However, in accepting such obligations, You may act only on Your own behalf and on Your sole responsibility, not on behalf of any other Contributor, and only if You agree to indemnify, defend, and hold each Contributor harmless for any liability incurred by, or claims asserted against, such Contributor by reason of your accepting any such warranty or additional liability. END OF TERMS AND CONDITIONS\n\nAPPENDIX: How to apply the Apache License to your work.\n\nTo apply the Apache License to your work, attach the following boilerplate notice, with the fields enclosed by brackets \"[]\" replaced with your own identifying information. (Don't include the brackets!) The text should be enclosed in the appropriate comment syntax for the file format. We also recommend that a file or class name and description of purpose be included on the same \"printed page\" as the copyright notice for easier identification within third-party archives.\n\nCopyright [yyyy] [name of copyright owner]\n\nLicensed under the Apache License, Version 2.0 (the \"License\");\n\nyou may not use this file except in compliance with the License.\n\nYou may obtain a copy of the License at\n\nhttp://www.apache.org/licenses/LICENSE-2.0\n\nUnless required by applicable law or agreed to in writing, software\n\ndistributed under the License is distributed on an \"AS IS\" BASIS,\n\nWITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n\nSee the License for the specific language governing permissions and\n\nlimitations under the License.\n\n---------------------------------------------------------\n\n---------------------------------------------------------\n\npython-dateutil 2.8.2 - Apache-2.0\n\n\ncopyright 2019, dateutil\nCopyright 2017- dateutil contributors\nCopyright (c) 2015- - dateutil contributors\nCopyright 2017- Paul Ganssle <paul@ganssle.io>\nCopyright (c) 2015- - Paul Ganssle <paul@ganssle.io>\nCopyright (c) 2014-2016 - Yaron de Leeuw <me@jarondl.net>\nCopyright (c) 2003-2011 - Gustavo Niemeyer <gustavo@niemeyer.net>\nCopyright (c) 2012-2014 - Tomi Pievilainen <tomi.pievilainen@iki.fi>\n\nApache License\n\nVersion 2.0, January 2004\n\nhttp://www.apache.org/licenses/ TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION\n\n 1. Definitions.\n\n \n\n \"License\" shall mean the terms and conditions for use, reproduction, and distribution as defined by Sections 1 through 9 of this document.\n\n \n\n \"Licensor\" shall mean the copyright owner or entity authorized by the copyright owner that is granting the License.\n\n \n\n \"Legal Entity\" shall mean the union of the acting entity and all other entities that control, are controlled by, or are under common control with that entity. For the purposes of this definition, \"control\" means (i) the power, direct or indirect, to cause the direction or management of such entity, whether by contract or otherwise, or (ii) ownership of fifty percent (50%) or more of the outstanding shares, or (iii) beneficial ownership of such entity.\n\n \n\n \"You\" (or \"Your\") shall mean an individual or Legal Entity exercising permissions granted by this License.\n\n \n\n \"Source\" form shall mean the preferred form for making modifications, including but not limited to software source code, documentation source, and configuration files.\n\n \n\n \"Object\" form shall mean any form resulting from mechanical transformation or translation of a Source form, including but not limited to compiled object code, generated documentation, and conversions to other media types.\n\n \n\n \"Work\" shall mean the work of authorship, whether in Source or Object form, made available under the License, as indicated by a copyright notice that is included in or attached to the work (an example is provided in the Appendix below).\n\n \n\n \"Derivative Works\" shall mean any work, whether in Source or Object form, that is based on (or derived from) the Work and for which the editorial revisions, annotations, elaborations, or other modifications represent, as a whole, an original work of authorship. For the purposes of this License, Derivative Works shall not include works that remain separable from, or merely link (or bind by name) to the interfaces of, the Work and Derivative Works thereof.\n\n \n\n \"Contribution\" shall mean any work of authorship, including the original version of the Work and any modifications or additions to that Work or Derivative Works thereof, that is intentionally submitted to Licensor for inclusion in the Work by the copyright owner or by an individual or Legal Entity authorized to submit on behalf of the copyright owner. For the purposes of this definition, \"submitted\" means any form of electronic, verbal, or written communication sent to the Licensor or its representatives, including but not limited to communication on electronic mailing lists, source code control systems, and issue tracking systems that are managed by, or on behalf of, the Licensor for the purpose of discussing and improving the Work, but excluding communication that is conspicuously marked or otherwise designated in writing by the copyright owner as \"Not a Contribution.\"\n\n \n\n \"Contributor\" shall mean Licensor and any individual or Legal Entity on behalf of whom a Contribution has been received by Licensor and subsequently incorporated within the Work.\n\n 2. Grant of Copyright License. Subject to the terms and conditions of this License, each Contributor hereby grants to You a perpetual, worldwide, non-exclusive, no-charge, royalty-free, irrevocable copyright license to reproduce, prepare Derivative Works of, publicly display, publicly perform, sublicense, and distribute the Work and such Derivative Works in Source or Object form.\n\n 3. Grant of Patent License. Subject to the terms and conditions of this License, each Contributor hereby grants to You a perpetual, worldwide, non-exclusive, no-charge, royalty-free, irrevocable (except as stated in this section) patent license to make, have made, use, offer to sell, sell, import, and otherwise transfer the Work, where such license applies only to those patent claims licensable by such Contributor that are necessarily infringed by their Contribution(s) alone or by combination of their Contribution(s) with the Work to which such Contribution(s) was submitted. If You institute patent litigation against any entity (including a cross-claim or counterclaim in a lawsuit) alleging that the Work or a Contribution incorporated within the Work constitutes direct or contributory patent infringement, then any patent licenses granted to You under this License for that Work shall terminate as of the date such litigation is filed.\n\n 4. Redistribution. You may reproduce and distribute copies of the Work or Derivative Works thereof in any medium, with or without modifications, and in Source or Object form, provided that You meet the following conditions:\n\n (a) You must give any other recipients of the Work or Derivative Works a copy of this License; and\n\n (b) You must cause any modified files to carry prominent notices stating that You changed the files; and\n\n (c) You must retain, in the Source form of any Derivative Works that You distribute, all copyright, patent, trademark, and attribution notices from the Source form of the Work, excluding those notices that do not pertain to any part of the Derivative Works; and\n\n (d) If the Work includes a \"NOTICE\" text file as part of its distribution, then any Derivative Works that You distribute must include a readable copy of the attribution notices contained within such NOTICE file, excluding those notices that do not pertain to any part of the Derivative Works, in at least one of the following places: within a NOTICE text file distributed as part of the Derivative Works; within the Source form or documentation, if provided along with the Derivative Works; or, within a display generated by the Derivative Works, if and wherever such third-party notices normally appear. The contents of the NOTICE file are for informational purposes only and do not modify the License. You may add Your own attribution notices within Derivative Works that You distribute, alongside or as an addendum to the NOTICE text from the Work, provided that such additional attribution notices cannot be construed as modifying the License.\n\n You may add Your own copyright statement to Your modifications and may provide additional or different license terms and conditions for use, reproduction, or distribution of Your modifications, or for any such Derivative Works as a whole, provided Your use, reproduction, and distribution of the Work otherwise complies with the conditions stated in this License.\n\n 5. Submission of Contributions. Unless You explicitly state otherwise, any Contribution intentionally submitted for inclusion in the Work by You to the Licensor shall be under the terms and conditions of this License, without any additional terms or conditions. Notwithstanding the above, nothing herein shall supersede or modify the terms of any separate license agreement you may have executed with Licensor regarding such Contributions.\n\n 6. Trademarks. This License does not grant permission to use the trade names, trademarks, service marks, or product names of the Licensor, except as required for reasonable and customary use in describing the origin of the Work and reproducing the content of the NOTICE file.\n\n 7. Disclaimer of Warranty. Unless required by applicable law or agreed to in writing, Licensor provides the Work (and each Contributor provides its Contributions) on an \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied, including, without limitation, any warranties or conditions of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A PARTICULAR PURPOSE. You are solely responsible for determining the appropriateness of using or redistributing the Work and assume any risks associated with Your exercise of permissions under this License.\n\n 8. Limitation of Liability. In no event and under no legal theory, whether in tort (including negligence), contract, or otherwise, unless required by applicable law (such as deliberate and grossly negligent acts) or agreed to in writing, shall any Contributor be liable to You for damages, including any direct, indirect, special, incidental, or consequential damages of any character arising as a result of this License or out of the use or inability to use the Work (including but not limited to damages for loss of goodwill, work stoppage, computer failure or malfunction, or any and all other commercial damages or losses), even if such Contributor has been advised of the possibility of such damages.\n\n 9. Accepting Warranty or Additional Liability. While redistributing the Work or Derivative Works thereof, You may choose to offer, and charge a fee for, acceptance of support, warranty, indemnity, or other liability obligations and/or rights consistent with this License. However, in accepting such obligations, You may act only on Your own behalf and on Your sole responsibility, not on behalf of any other Contributor, and only if You agree to indemnify, defend, and hold each Contributor harmless for any liability incurred by, or claims asserted against, such Contributor by reason of your accepting any such warranty or additional liability. END OF TERMS AND CONDITIONS\n\nAPPENDIX: How to apply the Apache License to your work.\n\nTo apply the Apache License to your work, attach the following boilerplate notice, with the fields enclosed by brackets \"[]\" replaced with your own identifying information. (Don't include the brackets!) The text should be enclosed in the appropriate comment syntax for the file format. We also recommend that a file or class name and description of purpose be included on the same \"printed page\" as the copyright notice for easier identification within third-party archives.\n\nCopyright [yyyy] [name of copyright owner]\n\nLicensed under the Apache License, Version 2.0 (the \"License\");\n\nyou may not use this file except in compliance with the License.\n\nYou may obtain a copy of the License at\n\nhttp://www.apache.org/licenses/LICENSE-2.0\n\nUnless required by applicable law or agreed to in writing, software\n\ndistributed under the License is distributed on an \"AS IS\" BASIS,\n\nWITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n\nSee the License for the specific language governing permissions and\n\nlimitations under the License.\n\n---------------------------------------------------------\n\n---------------------------------------------------------\n\nrequests 2.31.0 - Apache-2.0\n\n\nCopyright Kenneth Reitz\nCopyright 2019 Kenneth Reitz\ncopyright (c) 2012 by Kenneth Reitz\ncopyright (c) 2017 by Kenneth Reitz\n\nApache License\n\nVersion 2.0, January 2004\n\nhttp://www.apache.org/licenses/ TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION\n\n 1. Definitions.\n\n \n\n \"License\" shall mean the terms and conditions for use, reproduction, and distribution as defined by Sections 1 through 9 of this document.\n\n \n\n \"Licensor\" shall mean the copyright owner or entity authorized by the copyright owner that is granting the License.\n\n \n\n \"Legal Entity\" shall mean the union of the acting entity and all other entities that control, are controlled by, or are under common control with that entity. For the purposes of this definition, \"control\" means (i) the power, direct or indirect, to cause the direction or management of such entity, whether by contract or otherwise, or (ii) ownership of fifty percent (50%) or more of the outstanding shares, or (iii) beneficial ownership of such entity.\n\n \n\n \"You\" (or \"Your\") shall mean an individual or Legal Entity exercising permissions granted by this License.\n\n \n\n \"Source\" form shall mean the preferred form for making modifications, including but not limited to software source code, documentation source, and configuration files.\n\n \n\n \"Object\" form shall mean any form resulting from mechanical transformation or translation of a Source form, including but not limited to compiled object code, generated documentation, and conversions to other media types.\n\n \n\n \"Work\" shall mean the work of authorship, whether in Source or Object form, made available under the License, as indicated by a copyright notice that is included in or attached to the work (an example is provided in the Appendix below).\n\n \n\n \"Derivative Works\" shall mean any work, whether in Source or Object form, that is based on (or derived from) the Work and for which the editorial revisions, annotations, elaborations, or other modifications represent, as a whole, an original work of authorship. For the purposes of this License, Derivative Works shall not include works that remain separable from, or merely link (or bind by name) to the interfaces of, the Work and Derivative Works thereof.\n\n \n\n \"Contribution\" shall mean any work of authorship, including the original version of the Work and any modifications or additions to that Work or Derivative Works thereof, that is intentionally submitted to Licensor for inclusion in the Work by the copyright owner or by an individual or Legal Entity authorized to submit on behalf of the copyright owner. For the purposes of this definition, \"submitted\" means any form of electronic, verbal, or written communication sent to the Licensor or its representatives, including but not limited to communication on electronic mailing lists, source code control systems, and issue tracking systems that are managed by, or on behalf of, the Licensor for the purpose of discussing and improving the Work, but excluding communication that is conspicuously marked or otherwise designated in writing by the copyright owner as \"Not a Contribution.\"\n\n \n\n \"Contributor\" shall mean Licensor and any individual or Legal Entity on behalf of whom a Contribution has been received by Licensor and subsequently incorporated within the Work.\n\n 2. Grant of Copyright License. Subject to the terms and conditions of this License, each Contributor hereby grants to You a perpetual, worldwide, non-exclusive, no-charge, royalty-free, irrevocable copyright license to reproduce, prepare Derivative Works of, publicly display, publicly perform, sublicense, and distribute the Work and such Derivative Works in Source or Object form.\n\n 3. Grant of Patent License. Subject to the terms and conditions of this License, each Contributor hereby grants to You a perpetual, worldwide, non-exclusive, no-charge, royalty-free, irrevocable (except as stated in this section) patent license to make, have made, use, offer to sell, sell, import, and otherwise transfer the Work, where such license applies only to those patent claims licensable by such Contributor that are necessarily infringed by their Contribution(s) alone or by combination of their Contribution(s) with the Work to which such Contribution(s) was submitted. If You institute patent litigation against any entity (including a cross-claim or counterclaim in a lawsuit) alleging that the Work or a Contribution incorporated within the Work constitutes direct or contributory patent infringement, then any patent licenses granted to You under this License for that Work shall terminate as of the date such litigation is filed.\n\n 4. Redistribution. You may reproduce and distribute copies of the Work or Derivative Works thereof in any medium, with or without modifications, and in Source or Object form, provided that You meet the following conditions:\n\n (a) You must give any other recipients of the Work or Derivative Works a copy of this License; and\n\n (b) You must cause any modified files to carry prominent notices stating that You changed the files; and\n\n (c) You must retain, in the Source form of any Derivative Works that You distribute, all copyright, patent, trademark, and attribution notices from the Source form of the Work, excluding those notices that do not pertain to any part of the Derivative Works; and\n\n (d) If the Work includes a \"NOTICE\" text file as part of its distribution, then any Derivative Works that You distribute must include a readable copy of the attribution notices contained within such NOTICE file, excluding those notices that do not pertain to any part of the Derivative Works, in at least one of the following places: within a NOTICE text file distributed as part of the Derivative Works; within the Source form or documentation, if provided along with the Derivative Works; or, within a display generated by the Derivative Works, if and wherever such third-party notices normally appear. The contents of the NOTICE file are for informational purposes only and do not modify the License. You may add Your own attribution notices within Derivative Works that You distribute, alongside or as an addendum to the NOTICE text from the Work, provided that such additional attribution notices cannot be construed as modifying the License.\n\n You may add Your own copyright statement to Your modifications and may provide additional or different license terms and conditions for use, reproduction, or distribution of Your modifications, or for any such Derivative Works as a whole, provided Your use, reproduction, and distribution of the Work otherwise complies with the conditions stated in this License.\n\n 5. Submission of Contributions. Unless You explicitly state otherwise, any Contribution intentionally submitted for inclusion in the Work by You to the Licensor shall be under the terms and conditions of this License, without any additional terms or conditions. Notwithstanding the above, nothing herein shall supersede or modify the terms of any separate license agreement you may have executed with Licensor regarding such Contributions.\n\n 6. Trademarks. This License does not grant permission to use the trade names, trademarks, service marks, or product names of the Licensor, except as required for reasonable and customary use in describing the origin of the Work and reproducing the content of the NOTICE file.\n\n 7. Disclaimer of Warranty. Unless required by applicable law or agreed to in writing, Licensor provides the Work (and each Contributor provides its Contributions) on an \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied, including, without limitation, any warranties or conditions of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A PARTICULAR PURPOSE. You are solely responsible for determining the appropriateness of using or redistributing the Work and assume any risks associated with Your exercise of permissions under this License.\n\n 8. Limitation of Liability. In no event and under no legal theory, whether in tort (including negligence), contract, or otherwise, unless required by applicable law (such as deliberate and grossly negligent acts) or agreed to in writing, shall any Contributor be liable to You for damages, including any direct, indirect, special, incidental, or consequential damages of any character arising as a result of this License or out of the use or inability to use the Work (including but not limited to damages for loss of goodwill, work stoppage, computer failure or malfunction, or any and all other commercial damages or losses), even if such Contributor has been advised of the possibility of such damages.\n\n 9. Accepting Warranty or Additional Liability. While redistributing the Work or Derivative Works thereof, You may choose to offer, and charge a fee for, acceptance of support, warranty, indemnity, or other liability obligations and/or rights consistent with this License. However, in accepting such obligations, You may act only on Your own behalf and on Your sole responsibility, not on behalf of any other Contributor, and only if You agree to indemnify, defend, and hold each Contributor harmless for any liability incurred by, or claims asserted against, such Contributor by reason of your accepting any such warranty or additional liability. END OF TERMS AND CONDITIONS\n\nAPPENDIX: How to apply the Apache License to your work.\n\nTo apply the Apache License to your work, attach the following boilerplate notice, with the fields enclosed by brackets \"[]\" replaced with your own identifying information. (Don't include the brackets!) The text should be enclosed in the appropriate comment syntax for the file format. We also recommend that a file or class name and description of purpose be included on the same \"printed page\" as the copyright notice for easier identification within third-party archives.\n\nCopyright [yyyy] [name of copyright owner]\n\nLicensed under the Apache License, Version 2.0 (the \"License\");\n\nyou may not use this file except in compliance with the License.\n\nYou may obtain a copy of the License at\n\nhttp://www.apache.org/licenses/LICENSE-2.0\n\nUnless required by applicable law or agreed to in writing, software\n\ndistributed under the License is distributed on an \"AS IS\" BASIS,\n\nWITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n\nSee the License for the specific language governing permissions and\n\nlimitations under the License.\n\n---------------------------------------------------------\n\n---------------------------------------------------------\n\nrsa 4.9 - Apache-2.0\n\n\nCopyright 2011 Sybren A. Stuvel <sybren@stuvel.eu>\n\nApache License\n\nVersion 2.0, January 2004\n\nhttp://www.apache.org/licenses/ TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION\n\n 1. Definitions.\n\n \n\n \"License\" shall mean the terms and conditions for use, reproduction, and distribution as defined by Sections 1 through 9 of this document.\n\n \n\n \"Licensor\" shall mean the copyright owner or entity authorized by the copyright owner that is granting the License.\n\n \n\n \"Legal Entity\" shall mean the union of the acting entity and all other entities that control, are controlled by, or are under common control with that entity. For the purposes of this definition, \"control\" means (i) the power, direct or indirect, to cause the direction or management of such entity, whether by contract or otherwise, or (ii) ownership of fifty percent (50%) or more of the outstanding shares, or (iii) beneficial ownership of such entity.\n\n \n\n \"You\" (or \"Your\") shall mean an individual or Legal Entity exercising permissions granted by this License.\n\n \n\n \"Source\" form shall mean the preferred form for making modifications, including but not limited to software source code, documentation source, and configuration files.\n\n \n\n \"Object\" form shall mean any form resulting from mechanical transformation or translation of a Source form, including but not limited to compiled object code, generated documentation, and conversions to other media types.\n\n \n\n \"Work\" shall mean the work of authorship, whether in Source or Object form, made available under the License, as indicated by a copyright notice that is included in or attached to the work (an example is provided in the Appendix below).\n\n \n\n \"Derivative Works\" shall mean any work, whether in Source or Object form, that is based on (or derived from) the Work and for which the editorial revisions, annotations, elaborations, or other modifications represent, as a whole, an original work of authorship. For the purposes of this License, Derivative Works shall not include works that remain separable from, or merely link (or bind by name) to the interfaces of, the Work and Derivative Works thereof.\n\n \n\n \"Contribution\" shall mean any work of authorship, including the original version of the Work and any modifications or additions to that Work or Derivative Works thereof, that is intentionally submitted to Licensor for inclusion in the Work by the copyright owner or by an individual or Legal Entity authorized to submit on behalf of the copyright owner. For the purposes of this definition, \"submitted\" means any form of electronic, verbal, or written communication sent to the Licensor or its representatives, including but not limited to communication on electronic mailing lists, source code control systems, and issue tracking systems that are managed by, or on behalf of, the Licensor for the purpose of discussing and improving the Work, but excluding communication that is conspicuously marked or otherwise designated in writing by the copyright owner as \"Not a Contribution.\"\n\n \n\n \"Contributor\" shall mean Licensor and any individual or Legal Entity on behalf of whom a Contribution has been received by Licensor and subsequently incorporated within the Work.\n\n 2. Grant of Copyright License. Subject to the terms and conditions of this License, each Contributor hereby grants to You a perpetual, worldwide, non-exclusive, no-charge, royalty-free, irrevocable copyright license to reproduce, prepare Derivative Works of, publicly display, publicly perform, sublicense, and distribute the Work and such Derivative Works in Source or Object form.\n\n 3. Grant of Patent License. Subject to the terms and conditions of this License, each Contributor hereby grants to You a perpetual, worldwide, non-exclusive, no-charge, royalty-free, irrevocable (except as stated in this section) patent license to make, have made, use, offer to sell, sell, import, and otherwise transfer the Work, where such license applies only to those patent claims licensable by such Contributor that are necessarily infringed by their Contribution(s) alone or by combination of their Contribution(s) with the Work to which such Contribution(s) was submitted. If You institute patent litigation against any entity (including a cross-claim or counterclaim in a lawsuit) alleging that the Work or a Contribution incorporated within the Work constitutes direct or contributory patent infringement, then any patent licenses granted to You under this License for that Work shall terminate as of the date such litigation is filed.\n\n 4. Redistribution. You may reproduce and distribute copies of the Work or Derivative Works thereof in any medium, with or without modifications, and in Source or Object form, provided that You meet the following conditions:\n\n (a) You must give any other recipients of the Work or Derivative Works a copy of this License; and\n\n (b) You must cause any modified files to carry prominent notices stating that You changed the files; and\n\n (c) You must retain, in the Source form of any Derivative Works that You distribute, all copyright, patent, trademark, and attribution notices from the Source form of the Work, excluding those notices that do not pertain to any part of the Derivative Works; and\n\n (d) If the Work includes a \"NOTICE\" text file as part of its distribution, then any Derivative Works that You distribute must include a readable copy of the attribution notices contained within such NOTICE file, excluding those notices that do not pertain to any part of the Derivative Works, in at least one of the following places: within a NOTICE text file distributed as part of the Derivative Works; within the Source form or documentation, if provided along with the Derivative Works; or, within a display generated by the Derivative Works, if and wherever such third-party notices normally appear. The contents of the NOTICE file are for informational purposes only and do not modify the License. You may add Your own attribution notices within Derivative Works that You distribute, alongside or as an addendum to the NOTICE text from the Work, provided that such additional attribution notices cannot be construed as modifying the License.\n\n You may add Your own copyright statement to Your modifications and may provide additional or different license terms and conditions for use, reproduction, or distribution of Your modifications, or for any such Derivative Works as a whole, provided Your use, reproduction, and distribution of the Work otherwise complies with the conditions stated in this License.\n\n 5. Submission of Contributions. Unless You explicitly state otherwise, any Contribution intentionally submitted for inclusion in the Work by You to the Licensor shall be under the terms and conditions of this License, without any additional terms or conditions. Notwithstanding the above, nothing herein shall supersede or modify the terms of any separate license agreement you may have executed with Licensor regarding such Contributions.\n\n 6. Trademarks. This License does not grant permission to use the trade names, trademarks, service marks, or product names of the Licensor, except as required for reasonable and customary use in describing the origin of the Work and reproducing the content of the NOTICE file.\n\n 7. Disclaimer of Warranty. Unless required by applicable law or agreed to in writing, Licensor provides the Work (and each Contributor provides its Contributions) on an \"AS IS\" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied, including, without limitation, any warranties or conditions of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A PARTICULAR PURPOSE. You are solely responsible for determining the appropriateness of using or redistributing the Work and assume any risks associated with Your exercise of permissions under this License.\n\n 8. Limitation of Liability. In no event and under no legal theory, whether in tort (including negligence), contract, or otherwise, unless required by applicable law (such as deliberate and grossly negligent acts) or agreed to in writing, shall any Contributor be liable to You for damages, including any direct, indirect, special, incidental, or consequential damages of any character arising as a result of this License or out of the use or inability to use the Work (including but not limited to damages for loss of goodwill, work stoppage, computer failure or malfunction, or any and all other commercial damages or losses), even if such Contributor has been advised of the possibility of such damages.\n\n 9. Accepting Warranty or Additional Liability. While redistributing the Work or Derivative Works thereof, You may choose to offer, and charge a fee for, acceptance of support, warranty, indemnity, or other liability obligations and/or rights consistent with this License. However, in accepting such obligations, You may act only on Your own behalf and on Your sole responsibility, not on behalf of any other Contributor, and only if You agree to indemnify, defend, and hold each Contributor harmless for any liability incurred by, or claims asserted against, such Contributor by reason of your accepting any such warranty or additional liability. END OF TERMS AND CONDITIONS\n\nAPPENDIX: How to apply the Apache License to your work.\n\nTo apply the Apache License to your work, attach the following boilerplate notice, with the fields enclosed by brackets \"[]\" replaced with your own identifying information. (Don't include the brackets!) The text should be enclosed in the appropriate comment syntax for the file format. We also recommend that a file or class name and description of purpose be included on the same \"printed page\" as the copyright notice for easier identification within third-party archives.\n\nCopyright [yyyy] [name of copyright owner]\n\nLicensed under the Apache License, Version 2.0 (the \"License\");\n\nyou may not use this file except in compliance with the License.\n\nYou may obtain a copy of the License at\n\nhttp://www.apache.org/licenses/LICENSE-2.0\n\nUnless required by applicable law or agreed to in writing, software\n\ndistributed under the License is distributed on an \"AS IS\" BASIS,\n\nWITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.\n\nSee the License for the specific language governing permissions and\n\nlimitations under the License.\n\n---------------------------------------------------------\n\n---------------------------------------------------------\n\ndocutils 0.20.1 - BSD-2-Clause\n\n\nItem (c)\n(c) Item C.\n(c) David Goodger\n(c) 2003 John Gruber\ncopyright by Mark Pilgrim\n(c) 2004, 2007 Chad Miller\nCopyright (c) Gunter Milde\n(c) 2010, 2021 Gunter Milde\nCopyright 2020 Gunter Milde\nCopyright 2021 Gunter Milde\nCopyright (c) 2001 Mark Pilgrim\nCopyright (c) 2010 Gunter Milde\nCopyright (c) 2011 Gunter Milde\nCopyright (c) 2015 Gunter Milde\nCopyright (c) 2020 Gunter Milde\nCopyright (c) 2021 Gunter Milde\nCopyright (c) 2022 Gunter Milde\nCopyright (c) 2003, BogusMegaCorp\nCopyright 2004 by Enthought, Inc.\nCopyright 2001-2004 by David Goodger\nCopyright (c) 2011, 2017 Gunter Milde\nCopyright (c) 2015, 2021 Gunter Milde\nCopyright (c) 2020, 2022 Gunter Milde\nCopyright copy 2003 by John Q. 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