From 340d35f661303ce8ed6cb183a14ca80c0cf3b6c8 Mon Sep 17 00:00:00 2001 From: Jorge Orpinel Date: Wed, 4 Aug 2021 11:20:31 -0500 Subject: [PATCH 01/16] concepts: workspace (#2453) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit * Added basic concepts: workspace document. * added a basic concepts section to the sidebar and added workspace document to the links * fixed typos * Revised initial two paragraphs into a single one and abbr link for project * modified the text to mention `checkout` and removed `run` and `gc` * Removed listed keywords and some other minor modifications * styled * Modified the definition for more clear sentence. * Added dvc filenames to the last paragraph. * Modified the paragraph to emphasize the evolution aspects * Modified the paragraph to reduce "file, directory" repeats * Removed pipelines etc. sentences * Moved typical ops sentence to the next paragraph and some rephrasing * Modified some sentences and the tooltip for clarity * engine: enable /doc/basic-concepts section * concept: first version of Workspace page expcet uses/implications part * concepts: fix link from workspace to guide * concepts: add workspace uses/implications * concepts: link Workspace from glossary for now Co-authored-by: Emre Şahin --- .../user-guide/basic-concepts/workspace.md | 38 +++++++++++++++++-- .../docs/onCreateMarkdownContentNode.js | 4 -- 2 files changed, 35 insertions(+), 7 deletions(-) diff --git a/content/docs/user-guide/basic-concepts/workspace.md b/content/docs/user-guide/basic-concepts/workspace.md index bfdf0044ad..4b16353b5d 100644 --- a/content/docs/user-guide/basic-concepts/workspace.md +++ b/content/docs/user-guide/basic-concepts/workspace.md @@ -2,7 +2,39 @@ name: Workspace match: [workspace] tooltip: >- - Directory containing all your project files e.g. raw datasets, source code, ML - models, etc. Typically, it's also a Git repository. It will contain your DVC - project. + Directory containing all your DVC project files, e.g. raw data, source code, + ML models. One project version at a time is visible in the workspace. + See full [concept page](/doc/user-guide/basic-concepts/workspace). --- + +# Workspace + +Setting up an effective data science project structure can be challenging. Do +you organize ML models in nested directory trees, link large datasets from +different locations, identify variations with ad hoc filename conventions? +Adding versioning needs and dependency management can easily turn this near +impossible. + +A DVC project structure is simplified by encapsulating +[data versioning](/doc/start/data-and-model-versioning) and +[pipelining](/doc/start/data-pipelines) (e.g. machine learning workflows), among +other features. This leaves a _workspace_ directory with a clean view of your +working raw data, source code, data artifacts, etc. and a few +[metafiles](/doc/user-guide/project-structure) that enable these features. A +single version of the project is visible at a time. + +> The DVC workspace is analogous to the +> [working tree](https://git-scm.com/docs/gitglossary#def_working_tree) in Git. + +Files and directories in the workspace can be added to DVC (`dvc add`), or they +can be downloaded from external sources (`dvc get`, `dvc import`, +`dvc import-url`). Changes to the data, notebooks, models, and any related +machine learning artifact can be tracked (`dvc commit`), and their content can +be synchronized (`dvc checkout`). Tracked data can be removed (`dvc remove`) +from the workspace. + +## Further Reading + +- [What is DVC?](/doc/user-guide/what-is-dvc) +- [Get Started](/doc/start) with DVC +- DVC [Project Structure](/doc/user-guide/project-structure) diff --git a/src/gatsby/models/docs/onCreateMarkdownContentNode.js b/src/gatsby/models/docs/onCreateMarkdownContentNode.js index 7a250780ff..3754167e26 100644 --- a/src/gatsby/models/docs/onCreateMarkdownContentNode.js +++ b/src/gatsby/models/docs/onCreateMarkdownContentNode.js @@ -1,10 +1,6 @@ const path = require('path') async function createMarkdownDocsNode(api, { parentNode, createChildNode }) { - // Suppress page creation for Basic Concepts and the Glossary - // They're only used in tooltips now, but we intend to expand on them later. - if (parentNode.relativeDirectory === 'docs/user-guide/basic-concepts') return - const splitDir = parentNode.relativeDirectory.split('/') if (splitDir[0] !== 'docs') return From b6bb4e71a3865df7a642d5d316fd2c9b6ed83b76 Mon Sep 17 00:00:00 2001 From: Jenifer De Figueiredo Date: Wed, 4 Aug 2021 10:50:37 -0700 Subject: [PATCH 02/16] moving video up page in metrics doc (#2676) --- content/docs/start/metrics-parameters-plots.md | 6 ++---- 1 file changed, 2 insertions(+), 4 deletions(-) diff --git a/content/docs/start/metrics-parameters-plots.md b/content/docs/start/metrics-parameters-plots.md index 7140812003..ee858b97eb 100644 --- a/content/docs/start/metrics-parameters-plots.md +++ b/content/docs/start/metrics-parameters-plots.md @@ -11,6 +11,8 @@ DVC makes it easy to track [metrics](/doc/command-reference/metrics), update > All of the above can be combined into experiments to run and > compare many iterations of your ML project. +https://youtu.be/bu3l75eQlQo + ## Collecting metrics First, let's see what is the mechanism to capture values for these ML @@ -272,9 +274,5 @@ file:///Users/dvc/example-get-started/plots.html > [Git revisions](https://git-scm.com/docs/gitrevisions) (commits, tags, branch > names) to compare. -🌟 Check out this YouTube video with a tutorial covering metrics! 🌟 - -https://youtu.be/bu3l75eQlQo - On the next page, you can learn advanced ways to track, organize, and compare more experiment iterations. From ea1a59274d5d80ba13b9ee0b7213447c1667b93b Mon Sep 17 00:00:00 2001 From: Jenifer De Figueiredo Date: Wed, 4 Aug 2021 10:51:51 -0700 Subject: [PATCH 03/16] Checkpoints vid add (#2670) * Checkpoints vid add * moved the video up the page --- content/docs/user-guide/experiment-management/checkpoints.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/content/docs/user-guide/experiment-management/checkpoints.md b/content/docs/user-guide/experiment-management/checkpoints.md index 521ef97522..b86eaa7fa6 100644 --- a/content/docs/user-guide/experiment-management/checkpoints.md +++ b/content/docs/user-guide/experiment-management/checkpoints.md @@ -23,6 +23,8 @@ This tutorial is going to cover how to implement checkpoints in an ML project using DVC. We're going to train a model to identify handwritten digits based on the MNIST dataset. +https://youtu.be/PcDo-hCvYpw +
## βš™οΈ Setting up the project From 55ca8f636c6b661a409b18a5e0f56f7750d91e2a Mon Sep 17 00:00:00 2001 From: Jenifer De Figueiredo Date: Wed, 4 Aug 2021 10:54:12 -0700 Subject: [PATCH 04/16] add experiment video (#2669) --- content/docs/start/experiments.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/content/docs/start/experiments.md b/content/docs/start/experiments.md index fab147e45e..09bd680eee 100644 --- a/content/docs/start/experiments.md +++ b/content/docs/start/experiments.md @@ -16,6 +16,8 @@ once they're no longer needed. > πŸ“– See [Experiment Management](/doc/user-guide/experiment-management) for more > information on DVC's approach. +https://youtu.be/FHQq_zZz5ms + ## Running experiments Previously, we learned how to tune [ML pipelines](/doc/start/data-pipelines) and From 19cd338d7a80f438d8fc73bc5a38e2e368fa4bee Mon Sep 17 00:00:00 2001 From: Jorge Orpinel Date: Wed, 4 Aug 2021 13:58:35 -0500 Subject: [PATCH 05/16] docs: `bash`->`dvc` (or nothing) highlight (#2689) * ref: -c option typos * start: typo per https://github.com/iterative/dvc.org/pull/2507#discussion_r641972518 * test: md link style (1) * guide: refactor md links in external data page * start: undo typo fix * ref: md ref link * api: use ref links * ref: clarify gdrive_service_account_user_email GDrive remote param * ref: fix help outputs * docs: bash -> dvc per https://github.com/iterative/dvc.org/pull/2654#discussion_r679545297 --- content/docs/command-reference/dag.md | 4 ++-- content/docs/dvclive/dvclive-with-dvc.md | 4 ++-- content/docs/dvclive/usage.md | 6 +++--- .../use-cases/versioning-data-and-model-files/tutorial.md | 4 ++-- 4 files changed, 9 insertions(+), 9 deletions(-) diff --git a/content/docs/command-reference/dag.md b/content/docs/command-reference/dag.md index 022468fb9c..08122c356b 100644 --- a/content/docs/command-reference/dag.md +++ b/content/docs/command-reference/dag.md @@ -63,8 +63,8 @@ $ DVC_PAGER=more dvc dag For a persistent change, define `DVC_PAGER` in the shell configuration. For example in Bash, we could add the following line to `~/.bashrc`: -```bash -export DVC_PAGER=more +```dvc +$ export DVC_PAGER=more ``` ## Options diff --git a/content/docs/dvclive/dvclive-with-dvc.md b/content/docs/dvclive/dvclive-with-dvc.md index c7bdcc127a..18bdf4267e 100644 --- a/content/docs/dvclive/dvclive-with-dvc.md +++ b/content/docs/dvclive/dvclive-with-dvc.md @@ -111,13 +111,13 @@ command options for the DVC integration: Run the training with `dvc repro`: -```bash +```dvc $ dvc repro train ``` After that's finished, you should see the following content in the project: -```bash +```dvc $ ls dvc.lock training_metrics training_metrics.json dvc.yaml training_metrics.html train.py diff --git a/content/docs/dvclive/usage.md b/content/docs/dvclive/usage.md index cd6e4e1168..969d1d14cd 100644 --- a/content/docs/dvclive/usage.md +++ b/content/docs/dvclive/usage.md @@ -100,7 +100,7 @@ given directory path (in this case `./training_metrics`). After running the code, the `training_metrics` should be created: -```bash +```dvc $ ls training_metrics training_metrics.json train.py ``` @@ -111,14 +111,14 @@ well, containing information about the latest training step. You can prevent its creation by sending `summary = False` to `dvclive.init()` (see all the [options](#initial-configuration)). -```bash +```dvc $ ls training_metrics accuracy.tsv loss.tsv val_accuracy.tsv val_loss.tsv ``` Each file contains metrics values logged in each epoch. For example: -```bash +```dvc $ cat training_metrics/accuracy.tsv timestamp step accuracy 1614129197192 0 0.7612833380699158 diff --git a/content/docs/use-cases/versioning-data-and-model-files/tutorial.md b/content/docs/use-cases/versioning-data-and-model-files/tutorial.md index 33a50ccc73..ebdb7b05e5 100644 --- a/content/docs/use-cases/versioning-data-and-model-files/tutorial.md +++ b/content/docs/use-cases/versioning-data-and-model-files/tutorial.md @@ -98,7 +98,7 @@ This command downloads and extracts our raw dataset, consisting of 1000 labeled images for training and 800 labeled images for validation. In total, it's a 43 MB dataset, with a directory structure like this: -```bash +``` data β”œβ”€β”€ train β”‚ β”œβ”€β”€ dogs @@ -199,7 +199,7 @@ For simplicity's sake, we keep the validation subset the same. Now our dataset has 2000 images for training and 800 images for validation, with a total size of 67 MB: -```bash +``` data β”œβ”€β”€ train β”‚ β”œβ”€β”€ dogs From 63c3678338ba5a2c8598be7d08b504c3134a41a8 Mon Sep 17 00:00:00 2001 From: Ethan Brodie Date: Thu, 5 Aug 2021 16:35:59 +0100 Subject: [PATCH 06/16] Update read.md (#2693) tied -> tried --- content/docs/api-reference/read.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/docs/api-reference/read.md b/content/docs/api-reference/read.md index 709acd5353..d093c92f1a 100644 --- a/content/docs/api-reference/read.md +++ b/content/docs/api-reference/read.md @@ -57,7 +57,7 @@ These are loaded to memory directly (without using any disc space). the target data. _Default_: The [default remote](/doc/command-reference/remote/default) of `repo` is used if a `remote` argument is not given. For local projects, the cache is - tied before the default remote. + tried before the default remote. - `mode` - specifies the mode in which the file is opened. Defaults to `"r"` (read). Mirrors the namesake parameter in builtin From a9f097497c81397c2e4bfc764d858031513dbd21 Mon Sep 17 00:00:00 2001 From: Julie <43496356+julieg18@users.noreply.github.com> Date: Thu, 5 Aug 2021 14:01:37 -0500 Subject: [PATCH 07/16] Update Link and DownloadButton components (#2688) * add optOutPredirect prop, stopping links from being pre redirected * convert DownloadButton download absolute links to relative links --- src/components/DownloadButton/index.tsx | 12 +++++------- src/components/Link/index.tsx | 21 ++++++++++++++++++--- 2 files changed, 23 insertions(+), 10 deletions(-) diff --git a/src/components/DownloadButton/index.tsx b/src/components/DownloadButton/index.tsx index 52ac88bbdb..568270c137 100644 --- a/src/components/DownloadButton/index.tsx +++ b/src/components/DownloadButton/index.tsx @@ -9,9 +9,6 @@ import { logEvent } from '../../utils/front/ga' import styles from './styles.module.css' -const DVC_PUBLIC_S3_LINK = - 'https://s3-us-east-2.amazonaws.com/dvc-public/dvc-pkgs' -const DVC_REPO_S3_LINK = 'https://s3-us-east-2.amazonaws.com/dvc-s3-repo' const VERSION = `2.5.4` enum OS { @@ -30,22 +27,22 @@ const itemsByOs = { }, [OS.OSX]: { title: 'macOS', - url: `${DVC_PUBLIC_S3_LINK}/osxpkg/dvc-${VERSION}.pkg`, + url: `/osxpkg/dvc-${VERSION}.pkg`, download: true }, [OS.WINDOWS]: { title: 'Windows', - url: `${DVC_PUBLIC_S3_LINK}/exe/dvc-${VERSION}.exe`, + url: `/exe/dvc-${VERSION}.exe`, download: true }, [OS.LINUX]: { title: 'Linux Deb', - url: `${DVC_REPO_S3_LINK}/deb/pool/stable/d/dv/dvc_${VERSION}_amd64.deb`, + url: `/deb/pool/stable/d/dv/dvc_${VERSION}_amd64.deb`, download: true }, [OS.LINUX_RPM]: { title: 'Linux RPM', - url: `${DVC_REPO_S3_LINK}/rpm/dvc-${VERSION}-1.x86_64.rpm`, + url: `/rpm/dvc-${VERSION}-1.x86_64.rpm`, download: true } } @@ -109,6 +106,7 @@ const DownloadButtonDropdownItems: React.FC = 'link-with-focus' )} href={item.url} + optOutPreRedirect={true} onClick={(): void => onClick(os)} > {item.title} diff --git a/src/components/Link/index.tsx b/src/components/Link/index.tsx index f74f04d511..062dd8f182 100644 --- a/src/components/Link/index.tsx +++ b/src/components/Link/index.tsx @@ -12,6 +12,7 @@ export type ILinkProps = { target?: undefined | '_blank' state?: unknown scrollOptions?: object + optOutPreRedirect?: undefined | true } & React.AnchorHTMLAttributes const PROTOCOL_REGEXP = /^https?:\/\// @@ -23,6 +24,7 @@ const ResultLinkComponent: React.FC = ({ children, rel, target, + download = false, ...restProps }) => { // Handle all situations where a basic `a` must be used over Gatsby Link @@ -34,6 +36,7 @@ const ResultLinkComponent: React.FC = ({ const hrefIsRelativeFragment = href.startsWith('#') if ( + download || !hrefIsRelative || hrefIsMailto || hrefHasTarget || @@ -54,7 +57,13 @@ const ResultLinkComponent: React.FC = ({ } return ( - + {children} ) @@ -76,8 +85,14 @@ const scrollToHash = (hash: string, scrollOptions = {}): void => { } } -const Link: React.FC = ({ href, scrollOptions, ...restProps }) => { +const Link: React.FC = ({ + href, + scrollOptions, + optOutPreRedirect, + ...restProps +}) => { const currentLocation = useLocation() + const onClick = useCallback( (e: React.MouseEvent) => { if (restProps.onClick) { @@ -103,7 +118,7 @@ const Link: React.FC = ({ href, scrollOptions, ...restProps }) => { const location = new URL(href) - if (location.host === currentLocation.host) { + if (location.host === currentLocation.host && !optOutPreRedirect) { // Replace link href with redirect if it exists const [, redirectUrl] = getRedirect(location.host, location.pathname) From c1d0b8a3003b79e6d96f69fe74e70926bf94dac4 Mon Sep 17 00:00:00 2001 From: Seung-won Park Date: Fri, 6 Aug 2021 13:09:51 +0900 Subject: [PATCH 08/16] fix file hash examples in internal-files.md #2678 (#2685) cc @jorgeorpinel --- .../project-structure/internal-files.md | 18 +++++++++--------- 1 file changed, 9 insertions(+), 9 deletions(-) diff --git a/content/docs/user-guide/project-structure/internal-files.md b/content/docs/user-guide/project-structure/internal-files.md index 8b40964b80..bf4626c6e2 100644 --- a/content/docs/user-guide/project-structure/internal-files.md +++ b/content/docs/user-guide/project-structure/internal-files.md @@ -107,12 +107,12 @@ The resulting cache dir looks like this: ```dvc .dvc/cache/ -β”œβ”€β”€ 19 -β”‚Β Β  └── 6a322c107c2572335158503c64bfba.dir -β”œβ”€β”€ d4 -β”‚Β Β  └── 1d8cd98f00b204e9800998ecf8427e -└── 20 -Β Β Β  └── 0b40427ee0998e9802335d98f08cd98f +β”œβ”€β”€ 40 +β”‚Β Β  └── 2e97968614f583ece3b35555971f64 +β”œβ”€β”€ 6f +β”‚Β Β  └── db5336fce0dbfd669f83065f107551.dir +└── de +Β Β Β  └── 7371b0119f4f75f9de703c7c3bac16 ``` The files in the directory are cached normally. The directory itself gets a @@ -120,9 +120,9 @@ similar entry, which with the `.dir` extension. It contains the mapping of files inside (as a JSON array), identified by their hash values: ```dvc -$ cat .dvc/cache/19/6a322c107c2572335158503c64bfba.dir -[{"md5": "200b40427ee0998e9802335d98f08cd98f", "relpath": "cat.jpeg"}, -{"md5": "d41d8cd98f00b204e9800998ecf8427e", "relpath": "index.jpeg"}] +$ cat .dvc/cache/6f/db5336fce0dbfd669f83065f107551.dir +[{"md5": "de7371b0119f4f75f9de703c7c3bac16", "relpath": "cat.jpeg"}, +{"md5": "402e97968614f583ece3b35555971f64", "relpath": "index.jpeg"}] ``` That's how DVC knows that the other two cached files belong in the directory. From 88ac66769cbc1b23733781c8ca45aee92d15c80f Mon Sep 17 00:00:00 2001 From: Himanshu Date: Fri, 6 Aug 2021 20:04:01 +0530 Subject: [PATCH 09/16] Fixed typo in it's (#2696) because you probably didn't mean it is --- content/docs/command-reference/index.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/content/docs/command-reference/index.md b/content/docs/command-reference/index.md index 70f3187396..6f097d869f 100644 --- a/content/docs/command-reference/index.md +++ b/content/docs/command-reference/index.md @@ -5,7 +5,7 @@ descriptions, and comprehensive usage examples for `dvc` commands. For a list of commands, type `dvc -h`. πŸ’‘ To execute any DVC command in a different directory, use -`dvc --cd ...` before the actual command and it's options/arguments (this +`dvc --cd ...` before the actual command and its options/arguments (this does not change directories in your terminal). ## Typical DVC workflow From f5ff4e04ef642d8ece28a5cc33437495efb980ef Mon Sep 17 00:00:00 2001 From: Julie <43496356+julieg18@users.noreply.github.com> Date: Fri, 6 Aug 2021 12:35:28 -0500 Subject: [PATCH 10/16] Add excludePattern to gatsby-plugin-catch-links (#2695) --- gatsby-config.js | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/gatsby-config.js b/gatsby-config.js index d4a82f064d..61d4d630f0 100644 --- a/gatsby-config.js +++ b/gatsby-config.js @@ -123,7 +123,12 @@ const plugins = [ }, 'gatsby-transformer-sharp', 'gatsby-plugin-sharp', - 'gatsby-plugin-catch-links', + { + resolve: 'gatsby-plugin-catch-links', + options: { + excludePattern: /\/doc\/cml/ + } + }, { resolve: 'gatsby-plugin-manifest', options: { From f10e3b1a84b89e3133e07d97d710f565752ad794 Mon Sep 17 00:00:00 2001 From: Julie <43496356+julieg18@users.noreply.github.com> Date: Fri, 6 Aug 2021 14:16:35 -0500 Subject: [PATCH 11/16] Update dvc download link href (#2697) * simplify download links to `/download/{OS}/dvc-{VERSION}` --- redirects-list.json | 4 ++++ src/components/DownloadButton/index.tsx | 8 ++++---- 2 files changed, 8 insertions(+), 4 deletions(-) diff --git a/redirects-list.json b/redirects-list.json index b9eecc8ab1..b1b812940d 100644 --- a/redirects-list.json +++ b/redirects-list.json @@ -20,6 +20,10 @@ "^/((?:exe|osxpkg)/.+) https://s3-us-east-2.amazonaws.com/dvc-public/dvc-pkgs/$1 303", "^/((?:deb|rpm)/.+) https://s3-us-east-2.amazonaws.com/dvc-s3-repo/$1 303", "^/(?:help|chat)/?$ https://discordapp.com/invite/dvwXA2N 303", + "^/download/osx/dvc-(.+)$ https://s3-us-east-2.amazonaws.com/dvc-public/dvc-pkgs/osxpkg/dvc-$1.pkg 303", + "^/download/win/dvc-(.+)$ https://s3-us-east-2.amazonaws.com/dvc-public/dvc-pkgs/exe/dvc-$1.exe 303", + "^/download/linux-deb/dvc-(.+)$ https://s3-us-east-2.amazonaws.com/dvc-s3-repo/deb/pool/stable/d/dv/dvc_$1_amd64.deb 303", + "^/download/linux-rpm/dvc-(.+)$ https://s3-us-east-2.amazonaws.com/dvc-s3-repo/rpm/dvc-$1-1.x86_64.rpm 303", "^/(?:docs|documentation)(/.*)?$ /doc$1", "^/doc/get-started(/.*)?$ /doc/start", diff --git a/src/components/DownloadButton/index.tsx b/src/components/DownloadButton/index.tsx index 568270c137..517a308749 100644 --- a/src/components/DownloadButton/index.tsx +++ b/src/components/DownloadButton/index.tsx @@ -27,22 +27,22 @@ const itemsByOs = { }, [OS.OSX]: { title: 'macOS', - url: `/osxpkg/dvc-${VERSION}.pkg`, + url: `/download/osx/dvc-${VERSION}`, download: true }, [OS.WINDOWS]: { title: 'Windows', - url: `/exe/dvc-${VERSION}.exe`, + url: `/download/win/dvc-${VERSION}`, download: true }, [OS.LINUX]: { title: 'Linux Deb', - url: `/deb/pool/stable/d/dv/dvc_${VERSION}_amd64.deb`, + url: `/download/linux-deb/dvc-${VERSION}`, download: true }, [OS.LINUX_RPM]: { title: 'Linux RPM', - url: `/rpm/dvc-${VERSION}-1.x86_64.rpm`, + url: `/download/linux-rpm/dvc-${VERSION}`, download: true } } From 23ebd40e649de1aee8410f4649130621a5d8de8d Mon Sep 17 00:00:00 2001 From: David de la Iglesia Castro Date: Tue, 10 Aug 2021 01:42:38 +0200 Subject: [PATCH 12/16] Dvclive user guide (#2664) * Add user-guide * Clean * Extend info about html and checkpoints * Added MMCV integration * Added PyTorch integration * Spelling * Added TensorFlow / keras * Removed xgboost for now * Minor edits * Added header for checkpoints * Changed code -> line * Update mmcv.md * Update mmcv.md * Link to init parameters * Renamed integrations -> ML Frameworks * Added TensorFlow. Moved ml-frameworks to user-guide * Added xgboost * Added MMCV parameters * Fixed link * Updated dvclive-with-dvc * Added xgboost model file * Removed MMCV example repo * Removed PyTorch example repo * Update content/docs/dvclive/user-guide/quickstart.md Co-authored-by: Dave Berenbaum * Update content/docs/dvclive/user-guide/quickstart.md Co-authored-by: Dave Berenbaum * Update content/docs/dvclive/user-guide/ml-frameworks/pytorch.md Co-authored-by: Dave Berenbaum * Update content/docs/dvclive/user-guide/ml-frameworks/xgboost.md Co-authored-by: Dave Berenbaum * Removed dvclive.init hint * Added dvc exp show/diff * Added note about refresh * Removed Integration word * Added dvclive-studio-plots * Added dvclive-html-report * Added lightgbm * Use dvc * Fixed links Co-authored-by: Dave Berenbaum --- content/docs/command-reference/stage/add.md | 5 +- content/docs/dvclive/api-reference/init.md | 2 - content/docs/dvclive/api-reference/log.md | 2 - .../docs/dvclive/api-reference/next_step.md | 2 - content/docs/dvclive/dvclive-with-dvc.md | 133 ---------------- content/docs/dvclive/usage.md | 149 ------------------ .../dvclive/user-guide/dvclive-with-dvc.md | 130 +++++++++++++++ content/docs/dvclive/user-guide/index.md | 7 + .../dvclive/user-guide/ml-frameworks/index.md | 18 +++ .../dvclive/user-guide/ml-frameworks/keras.md | 69 ++++++++ .../user-guide/ml-frameworks/lightgbm.md | 55 +++++++ .../dvclive/user-guide/ml-frameworks/mmcv.md | 51 ++++++ .../user-guide/ml-frameworks/pytorch.md | 60 +++++++ .../user-guide/ml-frameworks/tensorflow.md | 60 +++++++ .../user-guide/ml-frameworks/xgboost.md | 56 +++++++ content/docs/dvclive/user-guide/quickstart.md | 98 ++++++++++++ content/docs/sidebar.json | 47 +++++- static/img/dvclive-html-report.png | Bin 0 -> 71449 bytes static/img/dvclive-studio-plots.png | Bin 0 -> 105515 bytes 19 files changed, 651 insertions(+), 293 deletions(-) delete mode 100644 content/docs/dvclive/dvclive-with-dvc.md delete mode 100644 content/docs/dvclive/usage.md create mode 100644 content/docs/dvclive/user-guide/dvclive-with-dvc.md create mode 100644 content/docs/dvclive/user-guide/index.md create mode 100644 content/docs/dvclive/user-guide/ml-frameworks/index.md create mode 100644 content/docs/dvclive/user-guide/ml-frameworks/keras.md create mode 100644 content/docs/dvclive/user-guide/ml-frameworks/lightgbm.md create mode 100644 content/docs/dvclive/user-guide/ml-frameworks/mmcv.md create mode 100644 content/docs/dvclive/user-guide/ml-frameworks/pytorch.md create mode 100644 content/docs/dvclive/user-guide/ml-frameworks/tensorflow.md create mode 100644 content/docs/dvclive/user-guide/ml-frameworks/xgboost.md create mode 100644 content/docs/dvclive/user-guide/quickstart.md create mode 100644 static/img/dvclive-html-report.png create mode 100644 static/img/dvclive-studio-plots.png diff --git a/content/docs/command-reference/stage/add.md b/content/docs/command-reference/stage/add.md index 5a8f1cb562..ba1b886f94 100644 --- a/content/docs/command-reference/stage/add.md +++ b/content/docs/command-reference/stage/add.md @@ -250,8 +250,9 @@ data science experiments. affect any DVC operations. - `--live ` - specify the directory `path` for - [DVCLive](/doc/dvclive/dvclive-with-dvc) to write logs in. `path` will be - tracked (cached) by DVC. Saved in the `live` field of `dvc.yaml`. + [DVCLive](/doc/dvclive/user-guide/dvclive-with-dvc) to write logs in. `path` + will be tracked (cached) by DVC. Saved in the `live` field of + `dvc.yaml`. - `--live-no-cache ` - the same as `--live` except that the `path` is not tracked by DVC. Useful if you prefer to track it with Git. diff --git a/content/docs/dvclive/api-reference/init.md b/content/docs/dvclive/api-reference/init.md index fc2175e2e1..fd3a6f5809 100644 --- a/content/docs/dvclive/api-reference/init.md +++ b/content/docs/dvclive/api-reference/init.md @@ -54,7 +54,5 @@ all existing `.tsv` files, `{path}.json` and `{path.html}`. - `dvclive.error.DvcLiveError` - If the directory `path` can't be created. -... - [`dvclive.log()`]: /doc/dvclive/api-reference/log [`dvclive.next_step()`]: /doc/dvclive/api-reference/next_step diff --git a/content/docs/dvclive/api-reference/log.md b/content/docs/dvclive/api-reference/log.md index a15c2744cf..17a1c828d8 100644 --- a/content/docs/dvclive/api-reference/log.md +++ b/content/docs/dvclive/api-reference/log.md @@ -53,6 +53,4 @@ environment variables (when used alongside `DVC`). - `dvclive.error.DvcLiveError` - If the provided `val` has not supported type. -... - [`dvclive.init()`]: /doc/dvclive/api-reference/init diff --git a/content/docs/dvclive/api-reference/next_step.md b/content/docs/dvclive/api-reference/next_step.md index 343ea6a893..61175186ab 100644 --- a/content/docs/dvclive/api-reference/next_step.md +++ b/content/docs/dvclive/api-reference/next_step.md @@ -54,7 +54,5 @@ prepare an HTML report with all the _metrics logs_ logged in `path`. - `dvclive.error.InitializationError` - If `dvclive` has not been properly initialized (i.e. by calling [`dvclive.init()`] or [`dvclive.log()`]). -... - [`dvclive.init()`]: /doc/dvclive/api-reference/init [`dvclive.log()`]: /doc/dvclive/api-reference/log diff --git a/content/docs/dvclive/dvclive-with-dvc.md b/content/docs/dvclive/dvclive-with-dvc.md deleted file mode 100644 index 18bdf4267e..0000000000 --- a/content/docs/dvclive/dvclive-with-dvc.md +++ /dev/null @@ -1,133 +0,0 @@ -# Dvclive with DVC - -Even though Dvclive does not require DVC, they can integrate in several useful -ways. - -> In this section we reuse the finished -> [basic usage example](/doc/dvclive/usage) to see how DVC can cooperate with -> Dvclive. - -```python -# train.py - -import dvclive -from keras.callbacks import Callback -from keras.datasets import mnist -from keras.models import Sequential -from keras.layers.core import Dense, Activation -from keras.utils import np_utils - - -class MetricsCallback(Callback): - def on_epoch_end(self, epoch: int, logs: dict = None): - logs = logs or {} - for metric, value in logs.items(): - dvclive.log(metric, value) - dvclive.next_step() - - -def load_data(): - (x_train, y_train), (x_test, y_test) = mnist.load_data() - - x_train = x_train.reshape(60000, 784) - x_test = x_test.reshape(10000, 784) - x_train = x_train.astype('float32') - x_test = x_test.astype('float32') - x_train /= 255 - x_test /= 255 - - classes = 10 - y_train = np_utils.to_categorical(y_train, classes) - y_test = np_utils.to_categorical(y_test, classes) - return (x_train, y_train), (x_test, y_test) - - -def get_model(): - model = Sequential() - - model.add(Dense(512, input_dim=784)) - model.add(Activation('relu')) - model.add(Dense(10, input_dim=512)) - model.add(Activation('softmax')) - - model.compile(loss='categorical_crossentropy', - metrics=['accuracy'], optimizer='sgd') - return model - - -(x_train, y_train), (x_test, y_test) = load_data() -model = get_model() - -# dvclive.init("training_metrics") # Implicit with DVC -model.fit(x_train, - y_train, - validation_data=(x_test, y_test), - batch_size=128, - epochs=3, - callbacks=[MetricsCallback()]) -``` - -Note that when using Dvclive in a DVC project, there is no need for manual -initialization of Dvclive (no `dvclive.init()` call). - -Let's use `dvc stage add` to create a stage to wrap this code (don't forget to -`dvc init` first): - -```dvc -$ dvc stage add -n train --live training_metrics - -d train.py python train.py -``` - -`dvc.yaml` will contain a new `train` stage with the Dvclive -[configuration](/doc/dvclive/usage#initial-configuration) (in the `live` field): - -```yaml -stages: - train: - cmd: python train.py - deps: - - train.py - live: - training_metrics: - summary: true - html: true -``` - -The value passed to `--live` (`training_metrics`) became the directory `path` -for Dvclive to write logs in, and DVC will now -[track](/doc/use-cases/versioning-data-and-model-files) it. Other supported -command options for the DVC integration: - -- `--live-no-cache ` - specify a Dvclive log directory `path` but don't - tracked it with DVC. Useful if you prefer to track it with Git. -- `--live-no-summary` - passes `summary=False` to Dvclive. -- `--live-no-html` - passes `html=False` to Dvclive. - -> Note that these are convenience CLI options. You can still use -> `dvclive.init()` manually, which will override any options sent to -> `dvc stage add`. Just be careful to match the `--live` value (CLI) and `path` -> argument (code). Also, note that summary files are never tracked by DVC -> automatically. - -Run the training with `dvc repro`: - -```dvc -$ dvc repro train -``` - -After that's finished, you should see the following content in the project: - -```dvc -$ ls -dvc.lock training_metrics training_metrics.json -dvc.yaml training_metrics.html train.py -``` - -If you open `training_metrics.html` in a browser, you'll see a plot for metrics -logged during the model training! - -![](/img/dvclive_report.png) - -πŸ’‘ Dvclive is also capable of creating _checkpoint_ signal files used by -[experiments](/doc/user-guide/experiment-management). See this example -[repository](https://github.com/iterative/dvc-checkpoints-mnist) to see how. diff --git a/content/docs/dvclive/usage.md b/content/docs/dvclive/usage.md deleted file mode 100644 index 969d1d14cd..0000000000 --- a/content/docs/dvclive/usage.md +++ /dev/null @@ -1,149 +0,0 @@ -# Usage Guide - -We will use sample [MNIST classification](http://yann.lecun.com/exdb/mnist/) -training code in order to see how one can introduce Dvclive into the workflow. - -> Note that [Keras](https://keras.io/about/#installation-amp-compatibility) is -> used in the code examples below. - -```python -# train.py - -from keras.datasets import mnist -from keras.models import Sequential -from keras.layers.core import Dense, Activation -from keras.utils import np_utils - - -def load_data(): - (x_train, y_train), (x_test, y_test) = mnist.load_data() - - x_train = x_train.reshape(60000, 784) - x_test = x_test.reshape(10000, 784) - x_train = x_train.astype('float32') - x_test = x_test.astype('float32') - x_train /= 255 - x_test /= 255 - - classes = 10 - y_train = np_utils.to_categorical(y_train, classes) - y_test = np_utils.to_categorical(y_test, classes) - return (x_train, y_train), (x_test, y_test) - - -def get_model(): - model = Sequential() - - model.add(Dense(512, input_dim=784)) - model.add(Activation('relu')) - model.add(Dense(10, input_dim=512)) - model.add(Activation('softmax')) - - model.compile(loss='categorical_crossentropy', - metrics=['accuracy'], optimizer='sgd') - return model - - -(x_train, y_train), (x_test, y_test) = load_data() -model = get_model() - -model.fit(x_train, - y_train, - validation_data=(x_test, y_test), - batch_size=128, - epochs=3) -``` - -> You may want to run the code manually to verify that the model gets trained. - -In this example we are training the `model` for 3 epochs. Lets use `dvclive` to -log the `accuracy`, `loss`, `validation_accuracy` and `validation_loss` after -each epoch, so that we can observe how the training progresses. - -In order to do that, we will provide a -[`Callback`](https://keras.io/api/callbacks/) for the `fit` method call (add -this to `train.py`): - -```python -import dvclive -from keras.callbacks import Callback - - -class MetricsCallback(Callback): - def on_epoch_end(self, epoch: int, logs: dict = None): - logs = logs or {} - for metric, value in logs.items(): - dvclive.log(metric, value) - dvclive.next_step() -``` - -On the end of each epoch, this callback will iterate over the gathered metrics -(`logs`) and use the `dvclive.log()` function to record their respective value. -After that we call `dvclive.next_step()` to signal Dvclive that we are done -logging for the current iteration. - -And in order to make that work, we need to plug it in with this change: - -```git -+dvclive.init("training_metrics") - model.fit(x_train, - y_train, - validation_data=(x_test, y_test), - batch_size=128, -- epochs=3) -+ epochs=3, -+ callbacks=[MetricsCallback()]) -``` - -We call `dvclive.init()` first, which tells Dvclive to write metrics under the -given directory path (in this case `./training_metrics`). - -After running the code, the `training_metrics` should be created: - -```dvc -$ ls -training_metrics training_metrics.json train.py -``` - -The `*.tsv` files inside have names corresponding to the metrics logged during -training. Note that a `training_metrics.json` summary file has been created as -well, containing information about the latest training step. You can prevent its -creation by sending `summary = False` to `dvclive.init()` (see all the -[options](#initial-configuration)). - -```dvc -$ ls training_metrics -accuracy.tsv loss.tsv val_accuracy.tsv val_loss.tsv -``` - -Each file contains metrics values logged in each epoch. For example: - -```dvc -$ cat training_metrics/accuracy.tsv -timestamp step accuracy -1614129197192 0 0.7612833380699158 -1614129198031 1 0.8736833333969116 -1614129198848 2 0.8907166719436646 -``` - -## Initial configuration - -These are the arguments accepted by `dvclive.init()`: - -- `path` (**required**) - directory where `dvclive` will write TSV log files - -- `step` (`0` by default) - the `step` values in log files will start - incrementing from this value. - -- `resume` (`False`) - if set to `True`, Dvclive will try to read the previous - `step` from the `path` dir and start from that point (unless a `step` is - passed explicitly). Subsequent `next_step()` calls will increment the step. - -- `summary` (`True`) - upon each `next_step()` call, Dvclive will dump a JSON - file containing all metrics gathered in the last step. This file uses the - following naming: `.json` (`path` being the logging directory passed to - `init()`). - -- `html` (`True`) - works only when Dvclive is used alongside DVC. If true, upon - each `next_step()` call, DVC will prepare summary of the training currently - running, with all metrics logged in `path`. diff --git a/content/docs/dvclive/user-guide/dvclive-with-dvc.md b/content/docs/dvclive/user-guide/dvclive-with-dvc.md new file mode 100644 index 0000000000..d0db10709f --- /dev/null +++ b/content/docs/dvclive/user-guide/dvclive-with-dvc.md @@ -0,0 +1,130 @@ +# DVCLive with DVC + +Even though DVCLive does not require DVC, they can integrate in several useful +ways: + +- The [_outputs_](#outputs) DVCLive produces can be fed as + `dvc plots`/`dvc metrics`, making it easier to add metrics logging to DVC + stages. Those same outputs can be visualized in + [_DVC Studio_](#dvc-studio) +- You can monitor model performance in realtime with the + [_HTML report_](#html-report) that DVCLive generates when used alongside DVC. +- DVCLive is also capable of generating [_checkpoint_](#checkpoints) signal + files used by DVC experiments. + +## Setup + +We will refer to a training script (`train.py`) already using `dvclive`: + +```python +# train.py + +import dvclive + +for epoch in range(NUM_EPOCHS): + train_model(...) + metrics = evaluate_model(...) + + for metric_name, value in metrics.items(): + dvclive.log(metric_name, value) + + dvclive.next_step() +``` + +Let's use `dvc stage add` to create a stage to wrap this code (don't forget to +`dvc init` first): + +```dvc +$ dvc stage add -n train --live training_metrics + -d train.py python train.py +``` + +`dvc.yaml` will contain a new `train` stage with the [`DVCLive configuration`] +(in the `live` field): + +```yaml +stages: + train: + cmd: python train.py + deps: + - train.py + live: + training_metrics: + summary: true + html: true +``` + +The value passed to `--live` (`training_metrics`) became the directory `path` +for DVCLive to write logs in, and DVC will now +[track](/doc/use-cases/versioning-data-and-model-files) it. Other supported +command options for the DVC integration: + +- `--live-no-cache ` - specify a DVCLive log directory `path` but don't + tracked it with DVC. Useful if you prefer to track it with Git. +- `--live-no-summary` - passes `summary=False` to [`DVCLive configuration`]. +- `--live-no-html` - passes `html=False` to [`DVCLive configuration`]. + +> Note that these are convenience CLI options. You can still use +> [`dvclive.init()`] manually, which will override any options sent to +> `dvc stage add`. Just be careful to match the `--live` value (CLI) and `path` +> argument (code). Also, note that summary files are never tracked by DVC +> automatically. + +Run the training with `dvc repro`: + +```dvc +$ dvc repro train +``` + +## Outputs + +After that's finished, you should see the following content in the project: + +```dvc +$ ls +dvc.lock training_metrics training_metrics.json +dvc.yaml training_metrics.html train.py +``` + +The `.tsv` files generated under `training_metrics` can be visualized with +`dvc plots`. + +In addition, `training_metrics.json` can be used by `dvc metrics` and visualized +with `dvc exp show`/`dvc exp diff`. + +### DVC Studio + +[DVC Studio](/docs/studio) will automatically parse the outputs generated by +DVCLive, allowing to +[compare and visualize](/docs/studio/user-guide/visualize-experiments) +experiments using DVCLive in DVC Studio. + +![](/img/dvclive-studio-plots.png) + +### HTML report + +In addition to the +[outputs described in the Quickstart](/docs/dvclive/user-guide/quickstart#outputs), +DVC generates an _HTML report_. + +If you open `training_metrics.html` in a browser, you'll see a plot for metrics +being logged during the model training! + +![](/img/dvclive-html-report.png) + +> Note that you should manually refresh the page. + +### Checkpoints + +When used alongside DVC, DVCLive can create _checkpoint_ signal files used by +DVC experiments. + +This will save the metrics, plots, models, etc. associated to each `step`. + +You can learn more about how to use them in the +[Checkpoints User Guide](/docs/user-guide/experiment-management/checkpoints) and +in this example +[repository](https://github.com/iterative/dvc-checkpoints-mnist). + +[`dvclive.init()`]: /doc/dvclive/api-reference/init +[`dvclive configuration`]: /doc/dvclive/api-reference/init#parameters diff --git a/content/docs/dvclive/user-guide/index.md b/content/docs/dvclive/user-guide/index.md new file mode 100644 index 0000000000..ea8fe371ae --- /dev/null +++ b/content/docs/dvclive/user-guide/index.md @@ -0,0 +1,7 @@ +# User Guide + +This guide describes different ways for using DVCLive, both as standalone and +alongside other tools. + +Please choose from the navigation sidebar to the left, or click the Next button +below β†˜ diff --git a/content/docs/dvclive/user-guide/ml-frameworks/index.md b/content/docs/dvclive/user-guide/ml-frameworks/index.md new file mode 100644 index 0000000000..63e022df45 --- /dev/null +++ b/content/docs/dvclive/user-guide/ml-frameworks/index.md @@ -0,0 +1,18 @@ +# ML Frameworks + +DVCLive makes it easy to add experiment tracking capabilities to your existing +_ML training code_. + +We currently support the following _ML Frameworks_: + +- [Keras](/docs/dvclive/user-guide/ml-frameworks/keras) +- [LightGBM](/docs/dvclive/user-guide/ml-frameworks/lightgbm) +- [MMCV](/docs/dvclive/user-guide/ml-frameworks/mmcv) +- [PyTorch](/docs/dvclive/user-guide/ml-frameworks/pytorch) +- [TensorFlow](/docs/dvclive/user-guide/ml-frameworks/tensorflow) +- [XGBoost](/docs/dvclive/user-guide/ml-frameworks/xgboost) + +The DVCLive team is happy to extend the list with more _ML Frameworks_ as +needed. Please check the +[existing issues](https://github.com/iterative/dvclive/issues?q=is%3Aissue+is%3Aopen+label%3Aintegrations) +or create a new issue to start a discussion! diff --git a/content/docs/dvclive/user-guide/ml-frameworks/keras.md b/content/docs/dvclive/user-guide/ml-frameworks/keras.md new file mode 100644 index 0000000000..18ec869444 --- /dev/null +++ b/content/docs/dvclive/user-guide/ml-frameworks/keras.md @@ -0,0 +1,69 @@ +# Keras + +DVCLive allows you to easily add experiment tracking capabilities to your Keras +projects. + +## About Keras + +[Keras](https://keras.io/) is a central part of the tightly-connected TensorFlow +2.0 ecosystem, covering every step of the machine learning workflow, from data +management to hyperparameter training to deployment solutions. + +## Usage + +To start using DVCLive you just need to add a few lines to your training code in +**any** Keras project. + +You just need to add the +[`DvcLiveCallback`](https://github.com/iterative/dvclive/blob/master/dvclive/keras.py) +to the callbacks list passed to your `model`: + +```git ++from dvclive.keras import DvcLiveCallback + +. . . + +model.fit( + train_dataset, + epochs=num_epochs, +- validation_data=validation_dataset) ++ validation_data=validation_dataset, ++ callbacks=[DvcLiveCallback()]) +``` + +This will generate the metrics logs and summaries as described in the +[Quickstart](/docs/dvclive/user-guide/quickstart#outputs). + +> πŸ’‘Without requiring additional modifications to your training code, you can +> use DVCLive alongside DVC. See +> [DVCLive with DVC](/doc/dvclive/user-guide/dvclive-with-dvc) for more info. + +## Parameters + +- `model_file` - The name of the file where the model will be saved at the end + of each `step`. + +- `save_weights_only` (`False` by default) - if True, then only the model's + weights will be saved (`model.save_weights(model_file)`), else the full model + is saved (`model.save(model_file)`) + +Example: + +```python +from dvclive.keras import DvcLiveCallback + +model.fit( + train_dataset, + epochs=num_epochs, + validation_data=validation_dataset, + callbacks=[DvcLiveCallback( + model_file="my_model_weights.h5", + save_weights_only=True)]) +``` + +## Example repository + +You can find a fully working example using the DVCLive and Keras in the +following link: + +https://github.com/iterative/example-ml-frameworks/tree/keras diff --git a/content/docs/dvclive/user-guide/ml-frameworks/lightgbm.md b/content/docs/dvclive/user-guide/ml-frameworks/lightgbm.md new file mode 100644 index 0000000000..5111302272 --- /dev/null +++ b/content/docs/dvclive/user-guide/ml-frameworks/lightgbm.md @@ -0,0 +1,55 @@ +# LightGBM + +DVCLive allows you to easily add experiment tracking capabilities to your +LightGBM projects. + +## About LightGBM + +[LightGBM](https://lightgbm.readthedocs.io/en/latest/) is a gradient boosting +framework that uses tree based learning algorithms. + +## Usage + +To start using DVCLive you just need to add a few lines to your training code in +**any** LightGBM project. + +You just need to add the +[`DvcLiveCallback`](https://github.com/iterative/dvclive/blob/master/dvclive/lgbm.py) +to the callbacks list passed to the `lightgbm.train` call: + +```git ++from dvclive.lgbm import DvcLiveCallback + +. . . + +lightgbm.train( + param, + train_data, + valid_sets=[validation_data], +- num_round=5) ++ num_round=5, ++ callbacks=[DvcLiveCallback()]) +``` + +This will generate the metrics logs and summaries as described in the +[Quickstart](/docs/dvclive/user-guide/quickstart#outputs). + +> πŸ’‘Without requiring additional modifications to your training code, you can +> use DVCLive alongside DVC. See +> [DVCLive with DVC](/doc/dvclive/user-guide/dvclive-with-dvc) for more info. + +## Parameters + +- `model_file` - The name of the file where the model will be saved at the end + of each `step`. + +Example: + +```python +lightgbm.train( + param, + train_data, + valid_sets=[validation_data], + num_round=5, + callbacks=[DvcLiveCallback(model_file="lgbm_model.txt")]) +``` diff --git a/content/docs/dvclive/user-guide/ml-frameworks/mmcv.md b/content/docs/dvclive/user-guide/ml-frameworks/mmcv.md new file mode 100644 index 0000000000..a4057abab8 --- /dev/null +++ b/content/docs/dvclive/user-guide/ml-frameworks/mmcv.md @@ -0,0 +1,51 @@ +# MMCV + +DVCLive allows you to easily add experiment tracking capabilities to your +OpenMMlab projects. + +## About MMCV + +[MMCV](https://github.com/open-mmlab/mmcv) is a foundational library for +computer vision research and supports many research projects part of +[OpenMMLab](https://github.com/open-mmlab). + +## Usage + +To start using the DVCLive you just need to add the following line to your +config file of **any** OpenMMlab project: + +```git +log_config = dict( + interval=100, + hooks=[ +- dict(type='TextLoggerHook') ++ dict(type='TextLoggerHook'), ++ dict(type='DvcliveLoggerHook') + ] +) +``` + +This will use the registered +[`DvcliveLoggerHook`](https://github.com/iterative/dvclive/blob/master/dvclive/mmcv.py) +to generate metrics _logs_ and _summaries_ during training. + +> πŸ’‘Without requiring additional modifications to your training code, you can +> use DVCLive alongside DVC. See +> [DVCLive with DVC](/doc/dvclive/user-guide/dvclive-with-dvc) for more info. + +## Parameters + +- `model_file` - The name of the file where the model will be saved at the end + of each `step`. + +Example: + +```python +log_config = dict( + interval=100, + hooks=[ + dict(type='TextLoggerHook'), + dict(type='DvcliveLoggerHook', model_file="my_model.pth") + ] +) +``` diff --git a/content/docs/dvclive/user-guide/ml-frameworks/pytorch.md b/content/docs/dvclive/user-guide/ml-frameworks/pytorch.md new file mode 100644 index 0000000000..c45ecdcec6 --- /dev/null +++ b/content/docs/dvclive/user-guide/ml-frameworks/pytorch.md @@ -0,0 +1,60 @@ +# PyTorch + +DVCLive allows you to easily add experiment tracking capabilities to your +Pytorch projects. + +## About PyTorch + +[PyTorch](https://pytorch.org/) is a Python package that provides two high-level +features: + +- Tensor computation (like NumPy) with strong GPU acceleration +- Deep neural networks built on a tape-based autograd system + +## Usage + +To start using DVCLive you just need to add few modifications to your training +code in **any** PyTorch project. + +You need to add [`dvclive.log()`] calls to each place where you would like to +log metrics and one single [`dvclive.next_step()`] call to indicate that the +epoch has ended. + +To ilustrate with some code, extracted from the +[official PyTorch ImageNet example](https://github.com/pytorch/examples/blob/master/imagenet/main.py): + +```git +for epoch in range(args.start_epoch, args.epochs): + lr = adjust_learning_rate(optimizer, epoch, args) ++ dvclive.log("learning_rate", lr) + + train_acc1 = train( + train_loader, model, criterion, optimizer, epoch, args) ++ dvclive.log("train/accuracy", train_acc1) + + val_acc1 = validate(val_loader, model, criterion, args) ++ dvclive.log("validation/accuracy", val_acc1) + + is_best = val_acc1 > best_acc1 + best_acc1 = max(val_acc1, best_acc1) + + save_checkpoint({ + 'epoch': epoch + 1, + 'arch': args.arch, + 'state_dict': model.state_dict(), + 'best_acc1': best_acc1, + 'optimizer' : optimizer.state_dict(), + }, is_best) + ++ dvclive.next_step() +``` + +This will generate the metrics logs and summaries as described in the +[Quickstart](/docs/dvclive/user-guide/quickstart#outputs). + +> πŸ’‘Without requiring additional modifications to your training code, you can +> use DVCLive alongside DVC. See +> [DVCLive with DVC](/doc/dvclive/user-guide/dvclive-with-dvc) for more info. + +[`dvclive.log()`]: /doc/dvclive/api-reference/log +[`dvclive.next_step()`]: /doc/dvclive/api-reference/next_step diff --git a/content/docs/dvclive/user-guide/ml-frameworks/tensorflow.md b/content/docs/dvclive/user-guide/ml-frameworks/tensorflow.md new file mode 100644 index 0000000000..53de67cc9c --- /dev/null +++ b/content/docs/dvclive/user-guide/ml-frameworks/tensorflow.md @@ -0,0 +1,60 @@ +# TensorFlow + +DVCLive allows you to easily add experiment tracking capabilities to your +TensorFlow projects. + +## About TensorFlow + +[TensorFlow](https://www.tensorflow.org/) is an end-to-end open source platform +for machine learning. It has a comprehensive, flexible ecosystem of tools, +libraries, and community resources that lets researchers push the +state-of-the-art in ML and developers easily build and deploy ML-powered +applications. + +## Usage + +To start using DVCLive you just need to add a few lines to your training code in +**any** TensorFlow project. + +> πŸ’‘ If you prefer the Keras API, check the +> [DVCLive - Keras](/docs/dvclive/user-guide/ml-frameworks/keras) page. + +You need to add [`dvclive.log()`] calls to each place where you would like to +log metrics and one single [`dvclive.next_step()`] call to indicate that the +epoch has ended. + +To ilustrate with some code, extracted from the +[official TensorFlow guide](https://www.tensorflow.org/guide/keras/writing_a_training_loop_from_scratch): + +```git +for epoch in range(epochs): + start_time = time.time() + for step, (x_batch_train, y_batch_train) in enumerate(train_dataset): + with tf.GradientTape() as tape: + logits = model(x_batch_train, training=True) + loss_value = loss_fn(y_batch_train, logits) + grads = tape.gradient(loss_value, model.trainable_weights) + optimizer.apply_gradients(zip(grads, model.trainable_weights)) + train_acc_metric.update_state(y_batch_train, logits) + ++ dvclive.log("train/accuracy", float(train_acc_metric.result()) + train_acc_metric.reset_states() + + for x_batch_val, y_batch_val in val_dataset: + val_logits = model(x_batch_val, training=False) + val_acc_metric.update_state(y_batch_val, val_logits) ++ dvclive.log("val/accuracy", float(val_acc_metric.result()) + val_acc_metric.reset_states() + ++ dvclive.next_step() +``` + +This will generate the metrics logs and summaries as described in the +[Quickstart](/docs/dvclive/user-guide/quickstart#outputs). + +> πŸ’‘Without requiring additional modifications to your training code, you can +> use DVCLive alongside DVC. See +> [DVCLive with DVC](/doc/dvclive/user-guide/dvclive-with-dvc) for more info. + +[`dvclive.log()`]: /doc/dvclive/api-reference/log +[`dvclive.next_step()`]: /doc/dvclive/api-reference/next_step diff --git a/content/docs/dvclive/user-guide/ml-frameworks/xgboost.md b/content/docs/dvclive/user-guide/ml-frameworks/xgboost.md new file mode 100644 index 0000000000..9fe91a89eb --- /dev/null +++ b/content/docs/dvclive/user-guide/ml-frameworks/xgboost.md @@ -0,0 +1,56 @@ +# XGBoost + +DVCLive allows you to easily add experiment tracking capabilities to your +XGBoost projects. + +## About XGBoost + +[XGBoost](https://xgboost.ai/) is an optimized distributed gradient boosting +library designed to be highly efficient, flexible and portable. It implements +machine learning algorithms under the Gradient Boosting framework. + +## Usage + +To start using DVCLive you just need to add a few lines to your training code in +**any** XGBoost project. + +You just need to add the +[`DvcLiveCallback`](https://github.com/iterative/dvclive/blob/master/dvclive/xgb.py) +to the callbacks list passed to the `xgboost.train` call: + +```git ++from dvclive.xgboost import DvcLiveCallback + +. . . + +xgboost.train( + param, + dtrain, +- num_round=5) ++ num_round=5, ++ callbacks=[DvcLiveCallback("eval_data")], ++ evals=[(dval, "eval_data")]) +``` + +This will generate the metrics logs and summaries as described in the +[Quickstart](/docs/dvclive/user-guide/quickstart#outputs). + +> πŸ’‘Without requiring additional modifications to your training code, you can +> use DVCLive alongside DVC. See +> [DVCLive with DVC](/doc/dvclive/user-guide/dvclive-with-dvc) for more info. + +## Parameters + +- `model_file` - The name of the file where the model will be saved at the end + of each `step`. + +Example: + +```python +xgboost.train( + param, + dtrain, + num_round=5, + callbacks=[DvcLiveCallback("eval_data", model_file="model.json")], + evals=[(dval, "eval_data")]) +``` diff --git a/content/docs/dvclive/user-guide/quickstart.md b/content/docs/dvclive/user-guide/quickstart.md new file mode 100644 index 0000000000..3e7027860b --- /dev/null +++ b/content/docs/dvclive/user-guide/quickstart.md @@ -0,0 +1,98 @@ +# Quickstart + +DVCLive is a simple Python library whose interface consists of three main +methods. + +## Steps + +To get it up and running you just need to follow these steps: + +### 1. Initialize DVCLive + +```python +import dvclive + +dvclive.init() +``` + +See [`dvclive.init()`] for details. + +### 2. Log metrics + +```python +dvclive.log(metric_name, value) +``` + +See [`dvclive.log()`] for details. + +### 3. Increase the step number + +```python +dvclive.next_step() +``` + +See [`dvclive.next_step()`] for details. + +## Putting all together + +Using the above steps, you can easily include DVCLive in your training code: + +```python +# train.py + +import dvclive + +dvclive.init() + +for epoch in range(NUM_EPOCHS): + train_model(...) + metrics = evaluate_model(...) + + for metric_name, value in metrics.items(): + dvclive.log(metric_name, value) + + dvclive.next_step() +``` + +## Outputs + +After you run your training code, you should see the following content in the +project: + +```dvc +$ ls +dvclive train.py +dvclive.json +``` + +For each `{metric_name}`, DVCLive produces metrics _logs_ under +`dvclive/{metric_name}.dvclive.tsv`: + +```dvc +$ cat dvclive/{metric_name}.dvclive.tsv +timestamp step {metric_name} +1614129197192 0 0.7612833380699158 +1614129198031 1 0.8736833333969116 +1614129198848 2 0.8907166719436646 +``` + +And also a _summary_ with the latest metrics: + +```dvc +$ cat dvclive.json +{ + "step": 2, + "{metric_name}": 0.8907166719436646 +} +``` + +## What next? + +There are other ways to use DVCLive: + +- [DVCLive with DVC](/docs/dvclive/user-guide/dvclive-with-dvc) +- [DVCLive with _ML Frameworks_](/docs/dvclive/user-guide/ml-frameworks/) + +[`dvclive.init()`]: /doc/dvclive/api-reference/init +[`dvclive.log()`]: /doc/dvclive/api-reference/log +[`dvclive.next_step()`]: /doc/dvclive/api-reference/next_step diff --git a/content/docs/sidebar.json b/content/docs/sidebar.json index 3b7e334747..2f525ecd60 100644 --- a/content/docs/sidebar.json +++ b/content/docs/sidebar.json @@ -576,10 +576,51 @@ "slug": "dvclive", "source": "dvclive/index.md", "children": [ - "usage", { - "label": "DVCLive with DVC", - "slug": "dvclive-with-dvc" + "label": "User Guide", + "slug": "user-guide", + "source": "dvclive/user-guide/index.md", + "children": [ + { + "slug": "quickstart", + "label": "Quickstart" + }, + { + "label": "DVCLive with DVC", + "slug": "dvclive-with-dvc" + 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static/img/community/events/datacon_la.png | Bin 0 -> 40515 bytes .../community/events/devops_days_Houston.png | Bin 0 -> 90109 bytes .../img/community/events/music_city_tech.png | Bin 0 -> 9254 bytes 4 files changed, 25 insertions(+), 41 deletions(-) create mode 100644 static/img/community/events/datacon_la.png create mode 100644 static/img/community/events/devops_days_Houston.png create mode 100644 static/img/community/events/music_city_tech.png diff --git a/content/community.json b/content/community.json index 9c6ca67223..55c60a20df 100644 --- a/content/community.json +++ b/content/community.json @@ -71,60 +71,44 @@ ], "events": [ { - "url": "https://hasgeek.com/fifthelephant/mlops-conference/schedule", - "title": "HasGeek", - "description": "Milecia McGregor presents at HasGeek Conference from Fifth Elephant on Tuning Hyperparameters with DVC Experiments", - "city": "Virtual, Miami, FL", - "date": "2021-07-23", - "pictureUrl": "/img/community/events/hasgeek.png" - }, - { - "url": "https://www.datasciencego.com/virtual", - "title": "Jervis Hui presents Top 3 Requirements for Effective MLOps", - "description": "On day two of this three day Conference, Jervis Hui presents on must haves for effective productionalization of Data Science Projects", + "url": "https://www.meetup.com/DVC-Community-Virtual-Meetups/events/279446210/", + "title": "DVC Learn Meetup - Sharing Experiments", + "description": "At this third session of DVC Learn, you will learn how to set up remote storage and share experiments with team members.", "city": "Virtual", - "date": "2021-07-24", - "pictureUrl": "/img/community/events/dsgo.png" + "date": "2021-08-18", + "pictureUrl": "/img/community/events/dvc_learn.png" }, { - "url": "https://www.meetup.com/DVC-Community-Virtual-Meetups/events/279024694/?isFirstPublish=true", - "title": "DVC July Office Hours Meetup", - "description": "For our R loving community members, JoΓ£o Santiago introduces 'dvcru' and DVC Studio demo, discussion and feedback", + "url": "https://www.meetup.com/DVC-Community-Virtual-Meetups/events/279723437/", + "title": "DVC August Office Hours Meetup", + "description": "At this month's Office Hours, Community member, Antoine Toubhans, presents DVC + Streamlit = β™₯", "city": "Virtual", - "date": "2021-07-28", + "date": "2021-08-19", "pictureUrl": "/img/community/events/office-hours-meetup.png" }, { - "url": "https://www.conf42.com/Machine_Learning_2021_Milecia_McGregor_Convolutional_Neural_Networks", - "title": "Conference 42: Machine Learning 2021", - "description": "Milecia McGregor will present Convolutional Neural Networks in Action", + "url": "https://www.musiccitytech.com/", + "title": "Music City Tech Conference", + "description": "Milecia McGregor presents Tuning Hyperparameters in Reproducible Experiments using grid search and random search with DVC.", "city": "Virtual", - "date": "2021-07-29", - "pictureUrl": "/img/community/events/conf42.png" + "date": "2021-09-15", + "pictureUrl": "/img/community/events/music_city_tech.png" }, { - "url": "https://www.meetup.com/DVC-Community-Virtual-Meetups/events/279447414/", - "title": "DVC Learn - Getting Started: Experiments", - "description": "Milecia McGregor will continue the next class of DVC Learn on setting up experiments", + "url": "https://www.dataconla.com/", + "title": "DataCon LA Conference", + "description": "Milecia McGregor presents Tuning Hyperparameters in Reproducible Experiments using grid search and random search with DVC.", "city": "Virtual", - "date": "2021-08-04", - "pictureUrl": "/img/community/events/dvc_learn.png" + "date": "2021-09-17", + "pictureUrl": "/img/community/events/datacon_la.png" }, { - "url": "https://www.igniteinnovationfl.com/", - "title": "Ignite Innovation Developer Conference", - "description": "Milecia McGregor will present on Using Reproducible Experiments To Create Better Machine Learning Models", - "city": "Virtual", - "date": "2021-08-06", - "pictureUrl": "/img/community/events/ignite-innovation.png" - }, - { - "url": "https://www.meetup.com/DVC-Community-Virtual-Meetups/events/279446210/", - "title": "DVC Learn - Getting Started: Metrics", - "description": "Milecia McGregor will continue the next class of DVC Learn on how to check metrics", - "city": "Virtual", - "date": "2021-08-18", - "pictureUrl": "/img/community/events/dvc_learn.png" + "url": "https://devopsdays.org/events/2021-houston/welcome/", + "title": "DevOps Days Houston", + "description": "Milecia McGregor presents on Tuning Hyperparameters in Reproducible Experiments using grid search and random search with DVC.", + "city": "Live", + "date": "2021-09-21", + "pictureUrl": "/img/community/events/devops_days_Houston.png" } ], "stats": { diff --git a/static/img/community/events/datacon_la.png b/static/img/community/events/datacon_la.png new file mode 100644 index 0000000000000000000000000000000000000000..53776e452ac219edf91b3edbd844063cc5f1a319 GIT binary patch literal 40515 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zewheH-u)_?>9=pZQ^&A_cc7sbiJdUle{r=I+HE3(=+v-l5-q83n?+xBwa>jiyv*jv zEO~7!6(g7BeAKQy$vvO(`MsL)z|XWuveUb)`mDSoes;_p50eBzK`9@AsIHXU!kdm4u_i@J?MmyCgT;B-(Ff)hpyW8dd6m)qv!o>cUg9!0~9tvf{=%$jRWBZiSp| zrS=GpI!vg^NG6l7P;PJ_(_Cqb3}?6+zJhHi!$=<V*Uy-x`f*P&k=>q6b!ad z<*s~F_OuO$LXNMNSQQhy5Gev(a_vDBK60lf{#p%~AW zT?s<%uhoLDl^0!2i9A{VbIkMK%0JHkzrOwdU(S>MCqEJ_Fq6E@GbfA)c+ZXg3K;>x Xr6)Qf{ayk1<^lf;d~tQM literal 0 HcmV?d00001 From 455bab9a09199c6b62cb1f57c256364e71024653 Mon Sep 17 00:00:00 2001 From: Jorge Orpinel Date: Tue, 10 Aug 2021 01:55:34 -0500 Subject: [PATCH 14/16] Vega-Lite (#2702) * ref: -c option typos * start: typo per https://github.com/iterative/dvc.org/pull/2507#discussion_r641972518 * test: md link style (1) * guide: refactor md links in external data page * start: undo typo fix * ref: md ref link * api: use ref links * ref: clarify gdrive_service_account_user_email GDrive remote param * ref: fix help outputs * ref: update Vega links --- content/docs/command-reference/plots/diff.md | 5 ++-- content/docs/command-reference/plots/index.md | 25 +++++++++---------- .../docs/command-reference/plots/modify.md | 4 +-- content/docs/command-reference/plots/show.md | 16 ++++++------ 4 files changed, 23 insertions(+), 27 deletions(-) diff --git a/content/docs/command-reference/plots/diff.md b/content/docs/command-reference/plots/diff.md index 3a313f14b6..ad80b7b4e3 100644 --- a/content/docs/command-reference/plots/diff.md +++ b/content/docs/command-reference/plots/diff.md @@ -87,9 +87,8 @@ all the current plots, without comparisons. - `--title ` - plot title. -- `--show-vega` - produce a - [Vega specification](https://vega.github.io/vega/docs/specification/) file - instead of HTML. See `dvc plots` for more info. +- `--show-vega` - produce a [Vega-Lite](https://vega.github.io/vega-lite/) spec + file instead of HTML. See `dvc plots` for more info. - `--open` - opens the generated plot in the browser automatically. diff --git a/content/docs/command-reference/plots/index.md b/content/docs/command-reference/plots/index.md index 625df07d45..8633ebcbe1 100644 --- a/content/docs/command-reference/plots/index.md +++ b/content/docs/command-reference/plots/index.md @@ -38,7 +38,7 @@ processing code, and can be defined in `dvc.yaml` (`plots` field) for tracking (optional). DVC generates plots as HTML files that can be open with a web browser. These -HTML files use [Vega-Lite](https://vega.github.io/vega-lite/). Vega is a +HTML files use [Vega-Lite](https://vega.github.io/vega-lite/). Vega-Lite is a declarative grammar for defining plots using JSON. The plots can also be saved as SVG or PNG image filed from the browser. @@ -91,10 +91,10 @@ names in the `train` array below: ## Plot templates Users have the ability to change the way plots are displayed by modifying the -[Vega specification](https://vega.github.io/vega/docs/specification/), thus -generating plots in the style that best fits the their needs. This keeps -DVC projects programming language agnostic, as it's independent -from user display configuration and visualization code. +[Vega-Lite specification](https://vega.github.io/vega-lite/), thus generating +plots in the style that best fits the their needs. This keeps DVC +projects programming language agnostic, as it's independent from user +display configuration and visualization code. Built-in _plot templates_ are stored in the `.dvc/plots/` directory. The default one is called `default.json`. It can be changed with the `--template` (`-t`) @@ -113,11 +113,10 @@ DVC has the following built-in plot templates: ### Custom templates -Plot template files are -[Vega specification](https://vega.github.io/vega/docs/specification/) files that -use predefined DVC anchors as placeholders for DVC to inject the plot values. -You can create a custom template from scratch, or modify an existing one from -`.dvc/plots/`. +Plot template files are [Vega-Lite](https://vega.github.io/vega-lite/) files +that use predefined DVC anchors as placeholders for DVC to inject the plot +values. You can create a custom template from scratch, or modify an existing one +from `.dvc/plots/`. πŸ’‘ Note that custom templates can be safely added to the template directory. @@ -165,7 +164,7 @@ using the the `--html-template` option. This allows you to customize the container where DVC will inject plots it generates. > ⚠️ This is a separate feature from -> [custom Vega templates](/doc/command-reference/plots#custom-templates). +> [custom Vega-Lite templates](/doc/command-reference/plots#custom-templates). The only requirement for this HTML file is to specify the place to inject plots with a `{plot_divs}` marker. See an @@ -277,13 +276,13 @@ file:///Users/usr/src/plots/classes.csv.html ### Example: Offline HTML Template -The plots generated by `dvc plots` uses Vega JavaScript libraries, and by +The plots generated by `dvc plots` uses Vega-Lite JavaScript libraries, and by default these load [online resources](https://vega.github.io/vega/usage/#embed). There may be times when you need to produce plots without Internet access, or want to customize the plots output to put some extra content, like banners or extra text. DVC allows to replace the HTML file that contains the final plots. -Download the Vega libraries into the directory where you'll produce the +Download the Vega-Lite libraries into the directory where you'll produce the `dvc plots`: ```dvc diff --git a/content/docs/command-reference/plots/modify.md b/content/docs/command-reference/plots/modify.md index 16ecfe92e9..ee8fa937b5 100644 --- a/content/docs/command-reference/plots/modify.md +++ b/content/docs/command-reference/plots/modify.md @@ -27,8 +27,8 @@ The path to the metrics file `target` is required. It must be listed in a the display properties to `dvc.yaml`. Property names are passed as [options](#options) to this command (prefixed with -`--`). These are based on the full -[Vega specification](https://vega.github.io/vega/docs/specification/). +`--`). These are based on the [Vega-Lite](https://vega.github.io/vega-lite/) +specification. Note that a secondary use of this command is to convert output or simple `dvc metrics` file into a plots file (see an diff --git a/content/docs/command-reference/plots/show.md b/content/docs/command-reference/plots/show.md index d339186fcf..05d408aadb 100644 --- a/content/docs/command-reference/plots/show.md +++ b/content/docs/command-reference/plots/show.md @@ -61,9 +61,8 @@ please see `dvc plots`. - `--title ` - plot title. -- `--show-vega` - produce a - [Vega specification](https://vega.github.io/vega/docs/specification/) file - instead of HTML. See `dvc plots` for more info. +- `--show-vega` - produce a [Vega-Lite](https://vega.github.io/vega-lite/) spec + file instead of HTML. See `dvc plots` for more info. - `--open` - opens the generated plot in the browser automatically. @@ -203,14 +202,13 @@ $ dvc plots show --no-header logs.csv -y 2 file:///Users/usr/src/plots/logs.csv.html ``` -## Example: Vega specification file +## Example: Vega-Lite specification file In many automation scenarios (like CI/CD for ML), it is convenient to output the -[Vega specification](https://vega.github.io/vega/docs/specification/) file -instead of rendering an HTML plot. For example, to generating another image -format like PNG or JPEG, or to include it differently into a web/mobile app. The -`--show-vega` option prevents wrapping this plot spec in HTML. Note that the -resulting file is JSON: +[Vega-Lite](https://vega.github.io/vega-lite/) spec file instead of rendering an +HTML plot. For example, to generating another image format like PNG or JPEG, or +to include it differently into a web/mobile app. The `--show-vega` option +prevents wrapping this plot spec in HTML. Note that the resulting file is JSON: ```dvc $ dvc plots show --show-vega logs.csv -y accuracy From 1cf6f9acd10e448a2c78455f9a5a2c70917c141c Mon Sep 17 00:00:00 2001 From: Luca Bonifacio <4151271+lucabonifacio@users.noreply.github.com> Date: Tue, 10 Aug 2021 16:33:53 +0200 Subject: [PATCH 15/16] Fix syntax error on `dvc push` (#2706) --- content/docs/command-reference/remote/modify.md | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/content/docs/command-reference/remote/modify.md b/content/docs/command-reference/remote/modify.md index 81eddf57ef..90d4a53608 100644 --- a/content/docs/command-reference/remote/modify.md +++ b/content/docs/command-reference/remote/modify.md @@ -291,7 +291,7 @@ Authentication example: $ dvc remote add -d myremote s3://mybucket/path $ export AWS_ACCESS_KEY_ID='mykey' $ export AWS_SECRET_ACCESS_KEY='mysecret' -$ dvc remote push +$ dvc push ``` For more on the supported env vars, please see the @@ -1087,7 +1087,7 @@ Using a default identity (e.g. credentials set by `az cli`): ```dvc $ dvc remote add -d myremote azure://mycontainer/object $ dvc remote modify myremote account_name 'myaccount' -$ dvc remote push +$ dvc push ``` > Note that this may require the `Storage Blob Data Contributor` and other roles @@ -1098,7 +1098,7 @@ Using a `connection_string`: ```dvc $ dvc remote add -d myremote azure://mycontainer/object $ dvc remote modify --local myremote connection_string 'mysecret' -$ dvc remote push +$ dvc push ``` Using `account_key`: @@ -1107,7 +1107,7 @@ Using `account_key`: $ dvc remote add -d myremote azure://mycontainer/object $ dvc remote modify --local myremote account_name 'myaccount' $ dvc remote modify --local myremote account_key 'mysecret' -$ dvc remote push +$ dvc push ``` Using `sas_token`: @@ -1116,5 +1116,5 @@ Using `sas_token`: $ dvc remote add -d myremote azure://mycontainer/object $ dvc remote modify --local myremote account_name 'myaccount' $ dvc remote modify --local myremote sas_token 'mysecret' -$ dvc remote push +$ dvc push ``` From c983f7f0a0a3f0160ad9e951e84e99079a8d02ce Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Peter=20Rowlands=20=28=EB=B3=80=EA=B8=B0=ED=98=B8=29?= Date: Tue, 10 Aug 2021 21:24:19 +0000 Subject: [PATCH 16/16] docs: fix push usage in remote modify docs (#2704)

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