Kent's copy

I'm guessing it's just the initial version of these pages, so everyone else's will be newer. But sending anyway.

Docs Build status updates of commit 2808a3f:
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microsoft-community-training/analytics/2_analytics-overview.md
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microsoft-community-training/analytics/custom-reports/2_power-bi-integration.md
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microsoft-community-training/analytics/custom-reports/3_database-schema.md
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microsoft-community-training/analytics/in-built-reports/2_overall-summary.md
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microsoft-community-training/analytics/in-built-reports/3_category-view-report.md
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microsoft-community-training/analytics/in-built-reports/4_course-view-report.md
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microsoft-community-training/analytics/in-built-reports/5_group-view-report.md
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microsoft-community-training/analytics/in-built-reports/6_learner-report-card-view.md
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microsoft-community-training/content-management/2_content-management-overview.md
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microsoft-community-training/content-management/create-content/create-course-category/2_create-a-category.md
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microsoft-community-training/content-management/create-content/create-course-category/3_create-a-new-course.md
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microsoft-community-training/content-management/create-content/create-course-category/4_upload-content-to-a-course.md
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microsoft-community-training/content-management/create-content/create-course-category/5_add-subtitles-or-captions-to-video-content.md
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microsoft-community-training/content-management/create-content/create-course-category/6_add-practice-course-and-exam.md
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microsoft-community-training/content-management/create-content/create-course-category/7_add-feedback-form-for-a-course.md
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microsoft-community-training/content-management/create-content/create-course-category/8_publishing-course.md
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microsoft-community-training/content-management/create-content/create-learning-path/2_create-a-learning-path.md
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microsoft-community-training/content-management/create-content/create-learning-path/3_add-course-to-a-learning-path.md
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microsoft-community-training/content-management/create-content/create-learning-path/4_publish-a-learning-path-on-the-portal.md
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microsoft-community-training/content-management/manage-content/manage-course-category/2_add-an-administrator-for-a-course.md
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microsoft-community-training/content-management/manage-content/manage-course-category/3_manage-users-for-a-course.md
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microsoft-community-training/content-management/manage-content/manage-course-category/4_change-course-details.md
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microsoft-community-training/content-management/manage-content/manage-course-category/5_change-category-details.md
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microsoft-community-training/content-management/manage-content/manage-course-category/6_move-course-content-across-training-instance.md
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microsoft-community-training/content-management/manage-content/manage-learning-path/2_add-an-administrator-for-a-learning-path.md
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microsoft-community-training/content-management/manage-content/manage-learning-path/3_manage-user-for-a-learning-path.md
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microsoft-community-training/content-management/manage-content/manage-learning-path/4_change-learning-path-details.md
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microsoft-community-training/frequently-asked-questions/10_analytics-reporting.md
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microsoft-community-training/frequently-asked-questions/11_security-and-privacy.md
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microsoft-community-training/frequently-asked-questions/12_custom-integration.md
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microsoft-community-training/frequently-asked-questions/2_faqs-general.md
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microsoft-community-training/frequently-asked-questions/3_pricing-subscription.md
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microsoft-community-training/frequently-asked-questions/4_faqs-installation-and-setup.md
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microsoft-community-training/frequently-asked-questions/5_faqs-user-management.md
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microsoft-community-training/frequently-asked-questions/6_portal-branding-customization.md
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microsoft-community-training/frequently-asked-questions/7_faqs-course.md
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microsoft-community-training/frequently-asked-questions/8_user-roles-groups.md
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microsoft-community-training/frequently-asked-questions/9_web-mobile-app.md
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microsoft-community-training/get-started/2_microsoft-community-training-overview.md
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microsoft-community-training/get-started/3_user-role-and-management-portal-overview.md
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microsoft-community-training/get-started/4_step-by-step-configuration-guide.md
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microsoft-community-training/infrastructure-management/configure-your-platform-infrastructure/10_azure-front-door-migration.md
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microsoft-community-training/infrastructure-management/configure-your-platform-infrastructure/10_customize-the-name-and-icon-of-the-training-tab-in-ms-teams.md
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microsoft-community-training/infrastructure-management/configure-your-platform-infrastructure/10_learner-action-events-infrastructure.md
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microsoft-community-training/infrastructure-management/configure-your-platform-infrastructure/2_setup-custom-domain-url.md
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microsoft-community-training/infrastructure-management/configure-your-platform-infrastructure/4_scale-up-instance-configuration.md
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microsoft-community-training/infrastructure-management/configure-your-platform-infrastructure/5_business-continuity-and-disaster-recovery-for-your-platform-instance.md
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microsoft-community-training/infrastructure-management/configure-your-platform-infrastructure/6_delete-your-training-instance.md
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microsoft-community-training/infrastructure-management/install-your-platform-instance/10_setup-platform-instance-on-azure-subscription-for-nonprofits.md
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microsoft-community-training/infrastructure-management/install-your-platform-instance/2_installation-overview.md
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This comment lists only the first 50 files in the pull request.

microsoft-community-training/analytics/2_analytics-overview.md

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microsoft-community-training/analytics/custom-reports/2_power-bi-integration.md

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microsoft-community-training/analytics/custom-reports/3_database-schema.md

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microsoft-community-training/analytics/in-built-reports/2_overall-summary.md

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microsoft-community-training/analytics/in-built-reports/3_category-view-report.md

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microsoft-community-training/analytics/in-built-reports/4_course-view-report.md

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microsoft-community-training/analytics/in-built-reports/5_group-view-report.md

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microsoft-community-training/analytics/in-built-reports/6_learner-report-card-view.md

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microsoft-community-training/content-management/2_content-management-overview.md

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microsoft-community-training/content-management/create-content/create-course-category/2_create-a-category.md

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microsoft-community-training/content-management/create-content/create-course-category/3_create-a-new-course.md

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microsoft-community-training/content-management/create-content/create-course-category/4_upload-content-to-a-course.md

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microsoft-community-training/content-management/create-content/create-course-category/5_add-subtitles-or-captions-to-video-content.md

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microsoft-community-training/content-management/create-content/create-course-category/6_add-practice-course-and-exam.md

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microsoft-community-training/content-management/create-content/create-course-category/7_add-feedback-form-for-a-course.md

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microsoft-community-training/content-management/create-content/create-course-category/8_publishing-course.md

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microsoft-community-training/content-management/create-content/create-learning-path/2_create-a-learning-path.md

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microsoft-community-training/content-management/create-content/create-learning-path/3_add-course-to-a-learning-path.md

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microsoft-community-training/content-management/create-content/create-learning-path/4_publish-a-learning-path-on-the-portal.md

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microsoft-community-training/content-management/manage-content/manage-course-category/2_add-an-administrator-for-a-course.md

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microsoft-community-training/content-management/manage-content/manage-course-category/3_manage-users-for-a-course.md

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microsoft-community-training/content-management/manage-content/manage-course-category/4_change-course-details.md

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microsoft-community-training/content-management/manage-content/manage-course-category/5_change-category-details.md

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microsoft-community-training/content-management/manage-content/manage-course-category/6_move-course-content-across-training-instance.md

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microsoft-community-training/content-management/manage-content/manage-learning-path/2_add-an-administrator-for-a-learning-path.md

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microsoft-community-training/content-management/manage-content/manage-learning-path/3_manage-user-for-a-learning-path.md

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microsoft-community-training/content-management/manage-content/manage-learning-path/4_change-learning-path-details.md

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microsoft-community-training/frequently-asked-questions/10_analytics-reporting.md

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microsoft-community-training/frequently-asked-questions/11_security-and-privacy.md

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Line 40, Column 60: [Suggestion-preserve-view-not-set] Did you mean to link to a specific version? It's usually better not to specify a version, so the link always goes to the canonical version. If you really need to link to a specific version, add &preserve-view=true to the URL: https://docs.microsoft.com/en-us/sql/relational-databases/security/encryption/transparent-data-encryption?view=sql-server-ver15. Otherwise, remove the view parameter.
Line 45, Column 133: [Suggestion-docs-link-absolute] Absolute link 'https://docs.microsoft.com/en-us/azure/sql-database/transparent-data-encryption-byok-azure-sql' will be broken in isolated environments. Replace with a relative link.
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microsoft-community-training/frequently-asked-questions/12_custom-integration.md

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microsoft-community-training/frequently-asked-questions/2_faqs-general.md

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microsoft-community-training/frequently-asked-questions/3_pricing-subscription.md

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Line 8, Column 68: [Warning-insecure-link] Link 'http://azuremarketplace.microsoft.com/en-us/marketplace/apps/project-sangam.microsoft-community-training?tab=Overview' is insecure. Links to Microsoft sites must use 'https' instead of 'http'.
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Line 10, Column 157: [Warning-hard-coded-locale] Link 'https://partner.microsoft.com/en-US/membership/cloud-solution-provider/find-a-provider' contains locale code 'en-US'. For localizability, remove 'en-US' from links to most Microsoft sites.
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microsoft-community-training/frequently-asked-questions/4_faqs-installation-and-setup.md

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microsoft-community-training/frequently-asked-questions/5_faqs-user-management.md

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Line 89, Column 4: [Warning-hard-coded-locale] Link 'https://docs.microsoft.com/en-us/azure/active-directory-b2c/identity-provider-google' contains locale code 'en-us'. For localizability, remove 'en-us' from links to most Microsoft sites.
Line 116, Column 4: [Warning-hard-coded-locale] Link 'https://docs.microsoft.com/en-us/azure/active-directory-b2c/identity-provider-generic-openid-connect' contains locale code 'en-us'. For localizability, remove 'en-us' from links to most Microsoft sites.
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microsoft-community-training/frequently-asked-questions/6_portal-branding-customization.md

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microsoft-community-training/frequently-asked-questions/7_faqs-course.md

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microsoft-community-training/frequently-asked-questions/8_user-roles-groups.md

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microsoft-community-training/frequently-asked-questions/9_web-mobile-app.md

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microsoft-community-training/get-started/2_microsoft-community-training-overview.md

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microsoft-community-training/get-started/3_user-role-and-management-portal-overview.md

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microsoft-community-training/get-started/4_step-by-step-configuration-guide.md

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microsoft-community-training/infrastructure-management/configure-your-platform-infrastructure/10_azure-front-door-migration.md

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microsoft-community-training/infrastructure-management/configure-your-platform-infrastructure/10_customize-the-name-and-icon-of-the-training-tab-in-ms-teams.md

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microsoft-community-training/infrastructure-management/configure-your-platform-infrastructure/10_learner-action-events-infrastructure.md

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microsoft-community-training/infrastructure-management/configure-your-platform-infrastructure/2_setup-custom-domain-url.md

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Line 139, Column 146: [Suggestion-docs-link-absolute] Absolute link 'https://docs.microsoft.com/en-us/microsoft-365/admin/dns/update-dns-records-to-retain-current-hosting-provider?view=o365-worldwide' will be broken in isolated environments. Replace with a relative link.
Line 139, Column 146: [Suggestion-preserve-view-not-set] Did you mean to link to a specific version? It's usually better not to specify a version, so the link always goes to the canonical version. If you really need to link to a specific version, add &preserve-view=true to the URL: https://docs.microsoft.com/en-us/microsoft-365/admin/dns/update-dns-records-to-retain-current-hosting-provider?view=o365-worldwide. Otherwise, remove the view parameter.

microsoft-community-training/infrastructure-management/configure-your-platform-infrastructure/4_scale-up-instance-configuration.md

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Line 39, Column 18: [Warning-file-not-found] Invalid file link: 'portal.azure.com'.
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microsoft-community-training/infrastructure-management/configure-your-platform-infrastructure/5_business-continuity-and-disaster-recovery-for-your-platform-instance.md

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Line 10, Column 37: [Warning-hard-coded-locale] Link 'https://docs.microsoft.com/en-us/azure/best-practices-availability-paired-regions' contains locale code 'en-us'. For localizability, remove 'en-us' from links to most Microsoft sites.
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Line 25, Column 1: [Warning-duplicate-alt-text] Alt text 'image.png' is duplicated. Within an article, alt text must be unique.
Line 31, Column 51: [Warning-file-not-found] Invalid file link: '../../media/image(297).png'.
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Line 31, Column 3: [Warning-duplicate-alt-text] Alt text 'image.png' is duplicated. Within an article, alt text must be unique.
Line 32, Column 52: [Warning-file-not-found] Invalid file link: '../../media/image(299).png'.
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Line 32, Column 3: [Warning-duplicate-alt-text] Alt text 'image.png' is duplicated. Within an article, alt text must be unique.
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Line 48, Column 191: [Warning-hard-coded-locale] Link 'https://docs.microsoft.com/en-us/azure/media-services/previous/media-services-implement-failover' contains locale code 'en-us'. For localizability, remove 'en-us' from links to most Microsoft sites.
Line 55, Column 50: [Warning-file-not-found] Invalid file link: '../../media/image(305).png'.
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Line 55, Column 3: [Warning-duplicate-alt-text] Alt text 'image.png' is duplicated. Within an article, alt text must be unique.
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microsoft-community-training/infrastructure-management/configure-your-platform-infrastructure/6_delete-your-training-instance.md

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microsoft-community-training/infrastructure-management/install-your-platform-instance/10_setup-platform-instance-on-azure-subscription-for-nonprofits.md

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punctuation corrected  issue #321

@29Aastha Issue no?
Note that no points will be given without issue no
__
  Summary: :question: I have a question

issue number is mentioned in the commit
issue#321

issue number is mentioned in the commit issue #321

Ok thanks


Add frequency field to time series dataframes

Issue #, if available:
Description of changes:
Add a frequency property to time series data frames. The field is inferred directly via pandas from the multiindex. + minor fixes and additions.
By submitting this pull request, I confirm that you can use, modify, copy, and redistribute this contribution, under the terms of your choice.

@huibinshen

Job PR-1720-1 is done.
Docs are uploaded to http://autogluon-staging.s3-website-us-west-2.amazonaws.com/PR-1720/1/index.html


Recursive merge

I want to implement a config system (using TOML) which supports inherits/includes type functionality, so I can have a base config and specializations, or include standard blocks in the final config (in order to avoid the usual DRY/copy-paste problems that configs inevitably end up with).
To be clear, I am not wanting this as some first-class feature in TOML, just something I can implement on top. I also realise this is not the same thing as appending or textually including .toml files.
It seems what is needed is a table merge. Something like C++17's std::map::merge(), or std::merge(). https://en.cppreference.com/w/cpp/container/map/merge
Although ideally I'd like to merge into a subtree (to include standard blocks in different sub-keys).
Either:
(a) Some guidance on how to implement this using the existing public API. I had a go using iteration, visit and insert but couldn't get it working.
and/or:
(b) The functionality added to the API, e.g.
Could either do inplace merge where one table is also the output, or return a new table.
Optionally add overloads where the whole table is passed to cut down on .begin() noise.
void toml::merge(iterator dest, iterator src, toml::replacement_policy = replace); // or src,dest depending on preferred style
Where replacement_policy is e.g. keep, replace, throw.
And/or:
tbl toml::merge(input1, input2, replacement_policy);
Pseudo-code:
//////////////////////////////

auto base = load("base.toml");
auto overrides = load("overrides.toml");
auto config = toml::merge(base, overrides);

base.toml;
[section1]
key1="value1"
key2="value2"

overrides.toml:
[section1]
key2="value3"

Output:
[section1]
key1="value1"
key2="value3"

//////////////////////////////

auto table = load("my_server.toml"));
if (tbl.contains["inherits"])
    toml::merge(table, load(tbl["inherits"]), replacement_policy::keep);

server_base.toml:
[server]
ip=<IP_ADDRESS>
debug_mode=false

my_server.toml:
inherits="server_base.toml"
[server]
debug_mode=true

Result:
[server]
ip=<IP_ADDRESS>
debug_mode=true

//////////////////////////////

// Put a subtree into 2 different places in the top-level table.
toml::merge(find("client1"), load(tbl["default_client_config"]), replacement::policy::throw);
toml::merge(find("client2"), load(tbl["default_client_config"]), replacement::policy::throw);

default_client_config.toml:
connect=true
print_thing=false

config.toml
[server]
ip=<IP_ADDRESS>
debug_mode=false

[client1]
include="default_client_config.toml"

[client2]
include="default_client_config.toml"

Result:
[server]
ip=<IP_ADDRESS>
debug_mode=false

[client1]
connect=true
print_thing=false

[client2]
connect=true
print_thing=false

Hi there, thanks for the suggestion! I won't be adding this to the public API, mostly because I don't want to lock in a merging behaviour and then later find the TOML standard has changed to issue some sort of decree on how merges work.
Fortunately it's entirely achievable with the existing API; I've added the toml_merger example to demonstrate one way of going about this (it implements your first option). Should be fairly straightforward to extend to do the "inherits" bit, that's left as an exercise to the reader :)
Feel free to ask for more info here if necessary, or on gitter: https://gitter.im/marzer/tomlplusplus


Add Permanent External Tables

Allow a table to specify an external configuration.

The Apiary data structures are shared between the table config and queries. If they did diverge then the Google API Client would have to change as well.


ci: add auto release workflow.

Add a workflow to auto-release package to NuGet.
The rules are described as following:

If a commit is expected to be a new release, please submit a PR to master branch with minor-release or patch-release label.
Don't merge the PR until all the workflows except auto-release to complete.
Merge the PR and the workflow will run to push packages to NuGet.

In the case of MacOS there are two possible paths:

My preferred one: To distribute always libllama.dylib and ggml-metal.metal  and keep the configuration of CPU / GPU by code.
To return to compile 2 different libllama.dylib to disable in the compilation metal

Thank you for the suggestions. I don't have MACOS but I agree with you to disable gpu in code. It's less annoying to change the code than to change the dependencies.
If I didn't mis-understand it, I should include ggml-metal.metal in both cpu and mac-metal backend, too, to make it work, is that right?

@AsakusaRinne That's right

This is really good, thanks for putting in the hard work!

Thank you a lot for your careful review and suggestions! I'v made the changes. :)


Candle's (MKL) inferencing is slow compared to llama2.c's (Openmp)

I like candle library and thinking of using it in my ML workflows. But I need to rethink, after comparing the candle inference speeds  against llama2.c by kaparthy. Below are the token generation speed for both llama2.c and candle's llama2.c implementation present in candle-examples folder.
 I've even tried to set MKL_NUM_THREADS=10 / OMP_NUM_THREADS=10 while running candle (as mkl uses openmp internally) still the results of candle (MKL feature) are same.

This should be caused by the gcc's -Ofast option,  rust does't have fast-math support, you can test the performance data of llama2.c after -Ofast is disabled but openmp is enabled.

I've updated the table, disabled fastmath and ran it at O3 optimization, still it tops candle.

From the point of view of the parameters, the gcc version also has native cpu architecture choice, perhaps you can try to use the environment variable RUSTFLAGS="-Ctarget-cpu=native" to enable rust's native architecture support

Already tried targeting to native but there's no difference with or without -C target-cpu=native rustflag.

Is this better for 2024? This kinda block me to promote candle 🫣

I’m closing it Cheers.


Make privacy notice nicer

This will make the privacy notice nicer in several key aspects:

Use the text "Check privacy notice (German, unfortunately)" instead of the old "See how we protect your privacy" because this is no longer a text we want to invite people to read (unfortunately)
Avoid layout shift when opening privacy notice by just appending at the bottom without changing the existing layout
Use proper h1/h2 headings in the text instead of abusing <strong> for headlines, and also improve formatting here
Use a less light font to reduce the number of different font/weight combinations we use
Use a slight fading animation when displaying the notice
Allow to close the notice again by clicking the same link

Signed-off-by: Lukas Taegert-Atkinson<EMAIL_ADDRESS>

instead unfortunatly just (German)?

instead unfortunatly just (German)

I felt I had to make an excuse but sure, remove it


Fixes to @augments handling

Fixes #18740
We will now get a superclass from @augments even if there is no extends.
Allows us to parse /** @augments A */ without the curly braces, because that seems to be the style.
We will no longer parse arbitrary types, only a class (qualified) name followed by type arguments. So you can't declare to inherit from () => void without parse errors.
Adds errors for:

@augments tag not on a class
@augments A but extends B

@andy-ms <> aren't legal characters on Windows file systems. I can't git pull after this commit:
E:\src\TypeScript>git pull upstream master
From https://github.com/Microsoft/TypeScript
 * branch                  master     -> FETCH_HEAD
error: unable to create file tests/baselines/reference/JSDocParsing/DocComments.parsesCorrectly.<> characters.json: Invalid argument

Note: i can just update my .gitignore but FYI