c9ac9f27df
Match output to input and clarify build command
228 lines
9.3 KiB
Markdown
228 lines
9.3 KiB
Markdown
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## Image Layering
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Did you know that you can look at what makes up an image? Using the `docker image history`
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command, you can see the command that was used to create each layer within an image.
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1. Use the `docker image history` command to see the layers in the `getting-started` image you
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created earlier in the tutorial.
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```bash
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docker image history getting-started
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```
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You should get output that looks something like this (dates/IDs may be different).
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```plaintext
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IMAGE CREATED CREATED BY SIZE COMMENT
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a78a40cbf866 18 seconds ago /bin/sh -c #(nop) CMD ["node" "/app/src/ind… 0B
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f1d1808565d6 19 seconds ago /bin/sh -c yarn install --production 85.4MB
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a2c054d14948 36 seconds ago /bin/sh -c #(nop) COPY dir:5dc710ad87c789593… 198kB
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9577ae713121 37 seconds ago /bin/sh -c #(nop) WORKDIR /app 0B
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b95baba1cfdb 13 days ago /bin/sh -c #(nop) CMD ["node"] 0B
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<missing> 13 days ago /bin/sh -c #(nop) ENTRYPOINT ["docker-entry… 0B
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<missing> 13 days ago /bin/sh -c #(nop) COPY file:238737301d473041… 116B
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<missing> 13 days ago /bin/sh -c apk add --no-cache --virtual .bui… 5.35MB
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<missing> 13 days ago /bin/sh -c #(nop) ENV YARN_VERSION=1.21.1 0B
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<missing> 13 days ago /bin/sh -c addgroup -g 1000 node && addu… 74.3MB
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<missing> 13 days ago /bin/sh -c #(nop) ENV NODE_VERSION=12.14.1 0B
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<missing> 13 days ago /bin/sh -c #(nop) CMD ["/bin/sh"] 0B
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<missing> 13 days ago /bin/sh -c #(nop) ADD file:e69d441d729412d24… 5.59MB
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```
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Each of the lines represents a layer in the image. The display here shows the base at the bottom with
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the newest layer at the top. Using this, you can also quickly see the size of each layer, helping
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diagnose large images.
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1. You'll notice that several of the lines are truncated. If you add the `--no-trunc` flag, you'll get the
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full output (yes... funny how you use a truncated flag to get untruncated output, huh?)
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```bash
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docker image history --no-trunc getting-started
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```
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## Layer Caching
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Now that you've seen the layering in action, there's an important lesson to learn to help decrease build
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times for your container images.
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> Once a layer changes, all downstream layers have to be recreated as well
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Let's look at the Dockerfile we were using one more time...
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```dockerfile
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FROM node:12-alpine
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WORKDIR /app
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COPY . .
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RUN yarn install --production
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CMD ["node", "/app/src/index.js"]
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```
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Going back to the image history output, we see that each command in the Dockerfile becomes a new layer in the image.
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You might remember that when we made a change to the image, the yarn dependencies had to be reinstalled. Is there a
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way to fix this? It doesn't make much sense to ship around the same dependencies every time we build, right?
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To fix this, we need to restructure our Dockerfile to help support the caching of the dependencies. For Node-based
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applications, those dependencies are defined in the `package.json` file. So, what if we copied only that file in first,
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install the dependencies, and _then_ copy in everything else? Then, we only recreate the yarn dependencies if there was
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a change to the `package.json`. Make sense?
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1. Update the Dockerfile to copy in the `package.json` first, install dependencies, and then copy everything else in.
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```dockerfile hl_lines="3 4 5"
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FROM node:12-alpine
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WORKDIR /app
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COPY package.json yarn.lock ./
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RUN yarn install --production
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COPY . .
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CMD ["node", "/app/src/index.js"]
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```
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1. Create a file named `.dockerignore` in the same folder as the Dockerfile with the following contents.
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```ignore
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node_modules
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```
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`.dockerignore` files are an easy way to selectively copy only image relevant files.
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You can read more about this
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[here](https://docs.docker.com/engine/reference/builder/#dockerignore-file).
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In this case, the `node_modules` folder should be omitted in the second `COPY` step because otherwise,
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it would possibly overwrite files which were created by the command in the `RUN` step.
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For further details on why this is recommended for Node.js applications and other best practices,
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have a look at their guide on
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[Dockerizing a Node.js web app](https://nodejs.org/en/docs/guides/nodejs-docker-webapp/).
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1. Build a new image using `docker build`.
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```bash
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docker build -t getting-started .
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```
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You should see output like this...
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```plaintext
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Sending build context to Docker daemon 219.1kB
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Step 1/6 : FROM node:12-alpine
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---> b0dc3a5e5e9e
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Step 2/6 : WORKDIR /app
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---> Using cache
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---> 9577ae713121
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Step 3/6 : COPY package.json yarn.lock ./
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---> bd5306f49fc8
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Step 4/6 : RUN yarn install --production
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---> Running in d53a06c9e4c2
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yarn install v1.17.3
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[1/4] Resolving packages...
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[2/4] Fetching packages...
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info fsevents@1.2.9: The platform "linux" is incompatible with this module.
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info "fsevents@1.2.9" is an optional dependency and failed compatibility check. Excluding it from installation.
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[3/4] Linking dependencies...
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[4/4] Building fresh packages...
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Done in 10.89s.
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Removing intermediate container d53a06c9e4c2
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---> 4e68fbc2d704
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Step 5/6 : COPY . .
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---> a239a11f68d8
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Step 6/6 : CMD ["node", "/app/src/index.js"]
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---> Running in 49999f68df8f
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Removing intermediate container 49999f68df8f
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---> e709c03bc597
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Successfully built e709c03bc597
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Successfully tagged getting-started:latest
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```
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You'll see that all layers were rebuilt. Perfectly fine since we changed the Dockerfile quite a bit.
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1. Now, make a change to the `src/static/index.html` file (like change the `<title>` to say "The Awesome Todo App").
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1. Build the Docker image now using `docker build -t getting-started .` again. This time, your output should look a little different.
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```plaintext hl_lines="5 8 11"
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Sending build context to Docker daemon 219.1kB
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Step 1/6 : FROM node:12-alpine
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---> b0dc3a5e5e9e
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Step 2/6 : WORKDIR /app
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---> Using cache
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---> 9577ae713121
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Step 3/6 : COPY package.json yarn.lock ./
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---> Using cache
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---> bd5306f49fc8
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Step 4/6 : RUN yarn install --production
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---> Using cache
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---> 4e68fbc2d704
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Step 5/6 : COPY . .
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---> cccde25a3d9a
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Step 6/6 : CMD ["node", "/app/src/index.js"]
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---> Running in 2be75662c150
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Removing intermediate container 2be75662c150
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---> 458e5c6f080c
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Successfully built 458e5c6f080c
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Successfully tagged getting-started:latest
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```
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First off, you should notice that the build was MUCH faster! And, you'll see that steps 1-4 all have
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`Using cache`. So, hooray! We're using the build cache. Pushing and pulling this image and updates to it
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will be much faster as well. Hooray!
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## Multi-Stage Builds
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While we're not going to dive into it too much in this tutorial, multi-stage builds are an incredibly powerful
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tool to help use multiple stages to create an image. There are several advantages for them:
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- Separate build-time dependencies from runtime dependencies
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- Reduce overall image size by shipping _only_ what your app needs to run
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### Maven/Tomcat Example
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When building Java-based applications, a JDK is needed to compile the source code to Java bytecode. However,
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that JDK isn't needed in production. Also, you might be using tools like Maven or Gradle to help build the app.
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Those also aren't needed in our final image. Multi-stage builds help.
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```dockerfile
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FROM maven AS build
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WORKDIR /app
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COPY . .
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RUN mvn package
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FROM tomcat
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COPY --from=build /app/target/file.war /usr/local/tomcat/webapps
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```
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In this example, we use one stage (called `build`) to perform the actual Java build using Maven. In the second
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stage (starting at `FROM tomcat`), we copy in files from the `build` stage. The final image is only the last stage
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being created (which can be overridden using the `--target` flag).
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### React Example
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When building React applications, we need a Node environment to compile the JS code (typically JSX), SASS stylesheets,
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and more into static HTML, JS, and CSS. If we aren't doing server-side rendering, we don't even need a Node environment
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for our production build. Why not ship the static resources in a static nginx container?
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```dockerfile
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FROM node:12 AS build
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WORKDIR /app
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COPY package* yarn.lock ./
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RUN yarn install
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COPY public ./public
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COPY src ./src
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RUN yarn run build
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FROM nginx:alpine
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COPY --from=build /app/build /usr/share/nginx/html
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```
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Here, we are using a `node:12` image to perform the build (maximizing layer caching) and then copying the output
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into an nginx container. Cool, huh?
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## Recap
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By understanding a little bit about how images are structured, we can build images faster and ship fewer changes.
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Multi-stage builds also help us reduce overall image size and increase final container security by separating
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build-time dependencies from runtime dependencies.
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