├── .devcontainer.json ├── .github ├── CODEOWNERS └── workflows │ └── validate_on_platforms.yml ├── .gitignore ├── .sqlfluff ├── .sqlfluffignore ├── .vscode └── extensions.json ├── Dockerfile ├── LICENSE ├── README.md ├── RELEASE.md ├── dbt-completion.bash ├── dbt_project.yml ├── etc ├── dbdiagram_definition.txt └── jaffle_shop_erd.png ├── images ├── dbt_full_deploy_commands.png ├── dbt_performance.png └── open_in_codespaces.png ├── models ├── customers.sql ├── docs.md ├── orders.sql ├── overview.md ├── schema.yml └── staging │ ├── schema.yml │ ├── stg_customers.sql │ ├── stg_orders.sql │ └── stg_payments.sql ├── profiles.yml ├── requirements-dev.txt ├── requirements.in ├── requirements.txt └── seeds ├── .gitkeep ├── raw_customers.csv ├── raw_orders.csv └── raw_payments.csv /.devcontainer.json: -------------------------------------------------------------------------------- 1 | // Update the VARIANT arg in docker-compose.yml to pick a Python version: 3, 3.8, 3.7, 3.6 2 | { 3 | "name": "dbt", 4 | "dockerFile" : "Dockerfile", 5 | "settings": { 6 | "terminal.integrated.defaultProfile.linux#": "/bin/sh", 7 | "files.associations": { 8 | "*.sql": "jinja-sql", 9 | "*.sqlfluff": "ini", 10 | "*.yml": "yaml", 11 | "**/target/**": "" 12 | }, 13 | "sql.linter.executablePath": "/usr/local/bin/sqlfluff", 14 | "sql.format.enable": true, 15 | "sql.linter.run": "onType", 16 | "files.exclude": { 17 | "**/.git": true, 18 | "**/.svn": true, 19 | "**/.hg": true, 20 | "**/CVS": true, 21 | "**/.DS_Store": true, 22 | "**/__pycache__": true 23 | }, 24 | "findrelated.workspaceRulesets": [ 25 | { 26 | "name": "sql", 27 | "rules": [ 28 | { 29 | "pattern": "^(.*/)?models/(.*/)?(.+\\.sql)$", 30 | "locators": [ 31 | "**/compiled/**/$3" 32 | ] 33 | }, 34 | { 35 | "pattern": "^(.*/)?compiled/(.*/)?(.+\\.sql)$", 36 | "locators": [ 37 | "**/run/**/$3" 38 | ] 39 | }, 40 | { 41 | "pattern": "^(.*/)?run/(.*/)?(.+\\.sql)$", 42 | "locators": [ 43 | "**/models/**/$3" 44 | ] 45 | } 46 | ] 47 | } 48 | ], 49 | "findrelated.applyRulesets": [ 50 | "sql" 51 | ], 52 | "findrelated.applyWorkspaceRulesets": [ 53 | "sql" 54 | ], 55 | "workbench.editor.highlightModifiedTabs": true, 56 | "workbench.editor.labelFormat": "medium", 57 | "workbench.editor.revealIfOpen": true, 58 | "editor.rulers": [ 59 | 99 60 | ], 61 | "yaml.schemas": { 62 | "https://raw.githubusercontent.com/dbt-labs/dbt-jsonschema/main/schemas/dbt_yml_files.json": [ 63 | "/*.yml", 64 | "!profiles.yml", 65 | "!dbt_project.yml", 66 | "!packages.yml", 67 | "!selectors.yml", 68 | "!profile_template.yml" 69 | ], 70 | "https://raw.githubusercontent.com/dbt-labs/dbt-jsonschema/main/schemas/dbt_project.json": [ 71 | "dbt_project.yml" 72 | ], 73 | "https://raw.githubusercontent.com/dbt-labs/dbt-jsonschema/main/schemas/selectors.json": [ 74 | "selectors.yml" 75 | ], 76 | "https://raw.githubusercontent.com/dbt-labs/dbt-jsonschema/main/schemas/packages.json": [ 77 | "packages.yml" 78 | ] 79 | } 80 | }, 81 | "extensions": [ 82 | "bastienboutonnet.vscode-dbt", 83 | "dorzey.vscode-sqlfluff", 84 | "editorconfig.editorconfig", 85 | "amodio.find-related", 86 | "ms-azuretools.vscode-docker", 87 | "ms-python.python", 88 | "visualstudioexptteam.vscodeintellicode", 89 | "samuelcolvin.jinjahtml", 90 | "redhat.vscode-yaml" 91 | ], 92 | 93 | "remoteUser": "vscode" 94 | } 95 | -------------------------------------------------------------------------------- /.github/CODEOWNERS: -------------------------------------------------------------------------------- 1 | * @dbt-labs/dx 2 | -------------------------------------------------------------------------------- /.github/workflows/validate_on_platforms.yml: -------------------------------------------------------------------------------- 1 | name: Platform Validation 2 | 3 | on: 4 | push: 5 | branches: [duckdb] 6 | pull_request: 7 | branches: [duckdb] 8 | 9 | jobs: 10 | build-macos: 11 | name: Validate Getting Started works on macOS 12 | runs-on: macos-latest 13 | steps: 14 | - uses: actions/checkout@v3 15 | - name: Set up Python 16 | uses: actions/setup-python@v4 17 | with: 18 | python-version: "3.12.x" 19 | - name: Full Deploy Commands 20 | run: | 21 | python3 -m venv venv 22 | source venv/bin/activate 23 | venv/bin/python3 -m pip install --upgrade pip 24 | python3 -m pip install -r requirements.txt 25 | source venv/bin/activate 26 | which dbt 27 | dbt --version 28 | dbt debug 29 | dbt build 30 | dbt docs generate 31 | duckcli jaffle_shop.duckdb -e "select * from customers where customer_id = 42" 32 | shell: bash 33 | 34 | build-linux: 35 | name: Validate Getting Started works on linux 36 | runs-on: ubuntu-latest 37 | steps: 38 | - uses: actions/checkout@v3 39 | - name: Set up Python 40 | uses: actions/setup-python@v4 41 | with: 42 | python-version: "3.12.x" 43 | - name: Full Deploy Commands 44 | run: | 45 | python3 -m venv venv 46 | source venv/bin/activate 47 | venv/bin/python3 -m pip install --upgrade pip 48 | python3 -m pip install -r requirements.txt 49 | source venv/bin/activate 50 | which dbt 51 | dbt --version 52 | dbt debug 53 | dbt build 54 | dbt docs generate 55 | duckcli jaffle_shop.duckdb -e "select * from customers where customer_id = 42" 56 | shell: bash 57 | 58 | build-linux-powershell-core: 59 | name: Validate Getting Started works on Linux PowerShell Core 60 | runs-on: ubuntu-latest 61 | steps: 62 | - uses: actions/checkout@v3 63 | - name: Set up Python 64 | uses: actions/setup-python@v4 65 | with: 66 | python-version: "3.12.x" 67 | - name: Full Deploy Commands 68 | run: | 69 | python3 -m venv venv 70 | venv/bin/Activate.ps1 71 | venv/bin/python3 -m pip install --upgrade pip 72 | python3 -m pip install -r requirements.txt 73 | venv/bin/Activate.ps1 74 | Get-Command dbt 75 | dbt --version 76 | dbt debug 77 | dbt build 78 | dbt docs generate 79 | duckcli jaffle_shop.duckdb -e "select * from customers where customer_id = 42" 80 | shell: pwsh 81 | 82 | build-windows-powershell: 83 | name: Validate Getting Started works on Windows PowerShell 84 | runs-on: windows-latest 85 | steps: 86 | - uses: actions/checkout@v3 87 | - name: Set up Python 88 | uses: actions/setup-python@v4 89 | with: 90 | python-version: "3.12.x" 91 | - name: Full Deploy Commands 92 | run: | 93 | python -m venv venv 94 | venv\Scripts\Activate.ps1 95 | python -m pip install --upgrade pip 96 | python -m pip install -r requirements.txt 97 | venv\Scripts\Activate.ps1 98 | Get-Command dbt 99 | dbt --version 100 | dbt debug 101 | dbt build 102 | dbt docs generate 103 | duckcli jaffle_shop.duckdb -e "select * from customers where customer_id = 42" 104 | shell: powershell 105 | 106 | build-windows-cmd: 107 | name: Validate Getting Started works on Windows cmd.exe 108 | runs-on: windows-latest 109 | steps: 110 | - uses: actions/checkout@v3 111 | - name: Set up Python 112 | uses: actions/setup-python@v4 113 | with: 114 | python-version: "3.12.x" 115 | - name: Full Deploy Commands 116 | run: | 117 | python -m venv venv 118 | venv\Scripts\activate.bat 119 | python -m pip install --upgrade pip 120 | python -m pip install -r requirements.txt 121 | venv\Scripts\activate.bat 122 | where dbt 123 | dbt --version 124 | dbt debug 125 | dbt build 126 | dbt docs generate 127 | duckcli jaffle_shop.duckdb -e "select * from customers where customer_id = 42" 128 | shell: cmd 129 | -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | 2 | target/ 3 | dbt_packages/ 4 | dbt_internal_packages/ 5 | fs_internal_packages/ 6 | dbt_modules/ 7 | logs/ 8 | **/.DS_Store 9 | .user.yml 10 | venv/ 11 | env/ 12 | **/*.duckdb 13 | **/*.duckdb.wal 14 | -------------------------------------------------------------------------------- /.sqlfluff: -------------------------------------------------------------------------------- 1 | [sqlfluff] 2 | 3 | dialect = duckdb 4 | -------------------------------------------------------------------------------- /.sqlfluffignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dbt-labs/jaffle_shop_duckdb/def2ee2ada92b6409b7ad5031bee9fdda9ec4877/.sqlfluffignore -------------------------------------------------------------------------------- /.vscode/extensions.json: -------------------------------------------------------------------------------- 1 | { 2 | // See https://go.microsoft.com/fwlink/?LinkId=827846 to learn about workspace recommendations. 3 | // Extension identifier format: ${publisher}.${name}. Example: vscode.csharp 4 | 5 | // List of extensions which should be recommended for users of this workspace. 6 | "recommendations": [ 7 | "mechatroner.rainbow-csv", 8 | "yzhang.markdown-all-in-one", 9 | "redhat.vscode-yaml" 10 | ], 11 | // List of extensions recommended by VS Code that should not be recommended for users of this workspace. 12 | "unwantedRecommendations": [ 13 | "innoverio.vscode-dbt-power-user", 14 | 15 | ] 16 | } -------------------------------------------------------------------------------- /Dockerfile: -------------------------------------------------------------------------------- 1 | FROM mcr.microsoft.com/vscode/devcontainers/python:3.9 2 | 3 | ARG USER_UID=1000 4 | ARG USER_GID=$USER_UID 5 | 6 | RUN if [ "$USER_GID" != "1000" ] || [ "$USER_UID" != "1000" ]; then groupmod --gid $USER_GID vscode && usermod --uid $USER_UID --gid $USER_GID vscode; fi 7 | 8 | RUN pwd 9 | RUN ls 10 | COPY requirements.txt /tmp/ 11 | RUN pip3 install --upgrade pip 12 | RUN pip3 install --requirement /tmp/requirements.txt 13 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | Apache License 2 | Version 2.0, January 2004 3 | http://www.apache.org/licenses/ 4 | 5 | TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION 6 | 7 | 1. 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We also recommend that a 185 | file or class name and description of purpose be included on the 186 | same "printed page" as the copyright notice for easier 187 | identification within third-party archives. 188 | 189 | Copyright {yyyy} {name of copyright owner} 190 | 191 | Licensed under the Apache License, Version 2.0 (the "License"); 192 | you may not use this file except in compliance with the License. 193 | You may obtain a copy of the License at 194 | 195 | http://www.apache.org/licenses/LICENSE-2.0 196 | 197 | Unless required by applicable law or agreed to in writing, software 198 | distributed under the License is distributed on an "AS IS" BASIS, 199 | WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 200 | See the License for the specific language governing permissions and 201 | limitations under the License. 202 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Testing dbt project: `jaffle_shop` 2 | 3 | `jaffle_shop` is a fictional ecommerce store. This dbt project transforms raw data from an app database into a customers and orders model ready for analytics. 4 | 5 |
6 | 7 | 8 | ## What is this repo? 9 | 10 | 11 | 12 | What this repo _is_: 13 | - A self-contained playground dbt project, useful for testing out scripts, and communicating some of the core dbt concepts. 14 | 15 | What this repo _is not_: 16 | - A tutorial — check out the [Getting Started Tutorial](https://docs.getdbt.com/tutorial/setting-up) for that. Notably, this repo contains some anti-patterns to make it self-contained, namely the use of seeds instead of sources. 17 | - A demonstration of best practices — check out the [dbt Learn Demo](https://github.com/dbt-labs/dbt-learn-demo) repo instead. We want to keep this project as simple as possible. As such, we chose not to implement: 18 | - our standard file naming patterns (which make more sense on larger projects, rather than this five-model project) 19 | - a pull request flow 20 | - CI/CD integrations 21 | - A demonstration of using dbt for a high-complex project, or a demo of advanced features (e.g. macros, packages, hooks, operations) — we're just trying to keep things simple here! 22 | 23 |
24 | 25 |
26 | 27 | 28 | ## What's in this repo? 29 | 30 | 31 | 32 | This repo contains [seeds](https://docs.getdbt.com/docs/building-a-dbt-project/seeds) that includes some (fake) raw data from a fictional app along with some basic dbt [models](https://docs.getdbt.com/docs/building-a-dbt-project/building-models), tests, and docs for this data. 33 | 34 | The raw data consists of customers, orders, and payments, with the following entity-relationship diagram: 35 | 36 | ![Jaffle Shop ERD](/etc/jaffle_shop_erd.png) 37 | 38 |
39 | 40 | ## Why should I care about this repo? 41 | If you're just starting your cloud data warehouse journey and are hungry to get started with dbt before your organization officially gets a data warehouse, you should check out this repo. 42 | 43 | If you want to run 28 SQL operations with dbt in less than `1 second`, for free, and all on your local machine, you should check out this repo. 44 | ![dbt_performance](images/dbt_performance.png) 45 | 46 | If you want an adrenaline rush from a process that used to take dbt newcomers `1 hour` and is now less than `1 minute`, you should check out this repo. 47 | 48 | ![dbt_full_deploy_commands](images/dbt_full_deploy_commands.png) 49 | 50 | [Verified GitHub Action on dbt Performance](https://github.com/dbt-labs/jaffle_shop_duckdb/runs/7141529753?check_suite_focus=true#step:4:306) 51 | 52 | ## Running this project 53 | Prerequisities: Python >= 3.5 54 | 55 | ### Mach Speed: No explanation needed 56 | 57 | > Run `dbt` as fast as possible in a single copy and paste motion! 58 | 59 |
60 | POSIX bash/zsh 61 | 62 | ```shell 63 | git clone https://github.com/dbt-labs/jaffle_shop_duckdb.git 64 | cd jaffle_shop_duckdb 65 | python3 -m venv venv 66 | source venv/bin/activate 67 | python3 -m pip install --upgrade pip 68 | python3 -m pip install -r requirements.txt 69 | source venv/bin/activate 70 | dbt build 71 | dbt docs generate 72 | dbt docs serve 73 | ``` 74 |
75 | 76 |
77 | POSIX fish 78 | 79 | ```shell 80 | git clone https://github.com/dbt-labs/jaffle_shop_duckdb.git 81 | cd jaffle_shop_duckdb 82 | python3 -m venv venv 83 | source venv/bin/activate.fish 84 | python3 -m pip install --upgrade pip 85 | python3 -m pip install -r requirements.txt 86 | source venv/bin/activate.fish 87 | dbt build 88 | dbt docs generate 89 | dbt docs serve 90 | ``` 91 |
92 | 93 |
94 | POSIX csh/tcsh 95 | 96 | ```shell 97 | git clone https://github.com/dbt-labs/jaffle_shop_duckdb.git 98 | cd jaffle_shop_duckdb 99 | python3 -m venv venv 100 | source venv/bin/activate.csh 101 | python3 -m pip install --upgrade pip 102 | python3 -m pip install -r requirements.txt 103 | source venv/bin/activate.csh 104 | dbt build 105 | dbt docs generate 106 | dbt docs serve 107 | ``` 108 |
109 | 110 |
111 | POSIX PowerShell Core 112 | 113 | ```shell 114 | git clone https://github.com/dbt-labs/jaffle_shop_duckdb.git 115 | cd jaffle_shop_duckdb 116 | python3 -m venv venv 117 | venv/bin/Activate.ps1 118 | python3 -m pip install --upgrade pip 119 | python3 -m pip install -r requirements.txt 120 | venv/bin/Activate.ps1 121 | dbt build 122 | dbt docs generate 123 | dbt docs serve 124 | ``` 125 |
126 | 127 |
128 | Windows cmd.exe 129 | 130 | ```shell 131 | git clone https://github.com/dbt-labs/jaffle_shop_duckdb.git 132 | cd jaffle_shop_duckdb 133 | python -m venv venv 134 | venv\Scripts\activate.bat 135 | python -m pip install --upgrade pip 136 | python -m pip install -r requirements.txt 137 | venv\Scripts\activate.bat 138 | dbt build 139 | dbt docs generate 140 | dbt docs serve 141 | ``` 142 |
143 | 144 |
145 | Windows PowerShell 146 | 147 | ```shell 148 | git clone https://github.com/dbt-labs/jaffle_shop_duckdb.git 149 | cd jaffle_shop_duckdb 150 | python -m venv venv 151 | venv\Scripts\Activate.ps1 152 | python -m pip install --upgrade pip 153 | python -m pip install -r requirements.txt 154 | venv\Scripts\Activate.ps1 155 | dbt build 156 | dbt docs generate 157 | dbt docs serve 158 | ``` 159 |
160 | 161 |
162 | GitHub Codespaces / Dev Containers 163 | 164 | #### Steps 165 | 166 | 1. Ensure you have [Codespaces](https://github.com/features/codespaces) enabled for your GitHub organization or turned on as a beta feature if you're an individual user 167 | 2. Click the green **Code** button on near the top right of the page of this repo's homepage (you may already be on it) 168 | 3. Instead of cloning the repo like you normally would, instead select the **Codespaces** tab of the pop out, then "Create codespace on `duckdb`" 169 | ![dbt_full_deploy_commands](images/open_in_codespaces.png) 170 | 4. Wait for codespace to boot (~1 min?) 171 | 5. Decide whether you'd like to use the Web IDE or open the codespace in your local environment 172 | 6. When the codespace opens, a Task pane will show up and call `dbt build` just to show you how it's done 173 | 7. Decide whether or not you'd like the recommended extensions installed (like **dbt Power User extension**) 174 | 8. Open up a new terminal and type: 175 | ``` 176 | dbt build 177 | ``` 178 | 9. Explore some of the bells and whistles (see below) 179 | 180 | If you don't have Codespaces or would like to just run the environment in a local Docker container, you can by: 181 | 1. Install [Docker Desktop](https://www.docker.com/products/docker-desktop/) 182 | 2. Install the VSCode [Dev Containers](https://marketplace.visualstudio.com/items?itemName=ms-vscode-remote.remote-containers) extension (formerly known as the "Remote - Containers" extension). Video tutorial [here](https://learn.microsoft.com/en-us/shows/beginners-series-to-dev-containers/installing-the-remote-containers-extension-2-of-8--beginners-series-to-dev-containers). 183 | 2. Clone this repo and open it in VSCode 184 | 1. First time: View > Command Palette > Remote-Containers: Open Folder in Container 185 | - Wait for container to build -- expected to take several minutes 186 | - Open a new terminal 187 | 3. Subsequent times: Click **Reopen in Container** and wait for container to spin up 188 | ![Reopen in Container](https://user-images.githubusercontent.com/8158673/181360469-c6f3eb94-6b65-4a8f-93a0-3438d182ee66.png) 189 | 1. Continue on step 7 above 190 | 191 | 192 | #### bells and whistles 193 | 194 | There's some bells and whistles defined in the [.devcontainer.json]().devcontainer.json) that are worth calling out. Also a great reference is the [Setting up VSCode for dbt](https://dbt-msft.github.io/dbt-msft-docs/docs/guides/vscode_setup/) guide. 195 | 196 | 1. there is syntax highlighting provided by the `vdcode-dbt` extension. However, it is configured such that files in your `target/run` and `target/compiled` folder are not syntax highlighted, as a reminder that these files are not where you should be making changes! 197 | 2. basic `sqlfluff` linting is enabled as you type. Syntax errors will be underlined in red at the error, and will also be surfaced in the **Problems** tab of the Terminal pane. It's configured to lint as you type. 198 | 3. Autocompletion is enabled for generic dbt macros via the `vdcode-dbt` extension. For example, if you type `macro` you'll notice a pop up that you can select with the arrow keys then click tab to get a macro snippet. 199 | ![image](https://user-images.githubusercontent.com/8158673/181362230-2c00d666-6131-4619-93aa-2e30d9c2bfea.png) 200 | ![image](https://user-images.githubusercontent.com/8158673/181362274-fa7d71ff-07fc-4b4a-97c3-a0464fbe4c7d.png) 201 | 4. the `find-related` extension allows an easy shortcut to navigating using `CMD`+`R`to jump from 202 | - a model file to it's corresponding compiled version, 203 | - from a compiled file to either the original model file or the version in `target/run` 204 | 5. The `vscode-yaml` YAML, combined with the JSON schema defined in [dbt-labs/dbt-jsonschema](https://github.com/dbt-labs/dbt-jsonschema), autocomplete options while working with dbt's YAML files: i.e. : 205 | - Project definition files (`dbt_project.yml`) 206 | - Package files (`packages.yml`) 207 | - Selectors files (`selectors.yml`) 208 | - Property files (`models/whatever.yml`) 209 | 210 | 211 | 212 |
213 | 214 | ### Step-by-step explanation 215 | 216 | To get up and running with this project: 217 | 218 | 1. Clone this repository. 219 | 220 | 1. Change into the `jaffle_shop_duck` directory from the command line: 221 | ```shell 222 | cd jaffle_shop_duckdb 223 | ``` 224 | 225 | 1. Install dbt and DuckDB in a virtual environment. 226 | 227 | Expand your shell below: 228 | 229 |
230 | POSIX bash/zsh 231 | 232 | ```shell 233 | python3 -m venv venv 234 | source venv/bin/activate 235 | python3 -m pip install --upgrade pip 236 | python3 -m pip install -r requirements.txt 237 | source venv/bin/activate 238 | ``` 239 |
240 | 241 |
242 | POSIX fish 243 | 244 | ```shell 245 | python3 -m venv venv 246 | source venv/bin/activate.fish 247 | python3 -m pip install --upgrade pip 248 | python3 -m pip install -r requirements.txt 249 | source venv/bin/activate.fish 250 | ``` 251 |
252 | 253 |
254 | POSIX csh/tcsh 255 | 256 | ```shell 257 | python3 -m venv venv 258 | source venv/bin/activate.csh 259 | python3 -m pip install --upgrade pip 260 | python3 -m pip install -r requirements.txt 261 | source venv/bin/activate.csh 262 | ``` 263 |
264 | 265 |
266 | POSIX PowerShell Core 267 | 268 | ```shell 269 | python3 -m venv venv 270 | venv/bin/Activate.ps1 271 | python3 -m pip install --upgrade pip 272 | python3 -m pip install -r requirements.txt 273 | venv/bin/Activate.ps1 274 | ``` 275 |
276 | 277 |
278 | Windows cmd.exe 279 | 280 | ```shell 281 | python -m venv venv 282 | venv\Scripts\activate.bat 283 | python -m pip install --upgrade pip 284 | python -m pip install -r requirements.txt 285 | venv\Scripts\activate.bat 286 | ``` 287 |
288 | 289 |
290 | Windows PowerShell 291 | 292 | ```shell 293 | python -m venv venv 294 | venv\Scripts\Activate.ps1 295 | python -m pip install --upgrade pip 296 | python -m pip install -r requirements.txt 297 | venv\Scripts\Activate.ps1 298 | ``` 299 |
300 | 301 | 302 | 303 | *Why a 2nd activation of the virtual environment?* 304 |
305 | This may not be necessary for many users, but might be for some. Read on for a first-person report from @dbeatty10. 306 | 307 | I use `zsh` as my shell on my MacBook Pro, and I use `pyenv` to manage my Python environments. I already had an alpha version of dbt Core 1.2 installed (and yet another via [pipx](https://pypa.github.io/pipx/installation/)): 308 | ```shell 309 | $ which dbt 310 | /Users/dbeatty/.pyenv/shims/dbt 311 | ``` 312 | ```shell 313 | $ dbt --version 314 | Core: 315 | - installed: 1.2.0-a1 316 | - latest: 1.1.1 - Ahead of latest version! 317 | 318 | Plugins: 319 | - bigquery: 1.2.0a1 - Ahead of latest version! 320 | - snowflake: 1.2.0a1 - Ahead of latest version! 321 | - redshift: 1.2.0a1 - Ahead of latest version! 322 | - postgres: 1.2.0a1 - Ahead of latest version! 323 | ``` 324 | 325 | Then I ran all the steps to create a virtual environment and install the requirements of our DuckDB-based Jaffle Shop repo: 326 | ```shell 327 | $ python3 -m venv venv 328 | $ source venv/bin/activate 329 | (venv) $ python3 -m pip install --upgrade pip 330 | (venv) $ python3 -m pip install -r requirements.txt 331 | ``` 332 | 333 | Let's examine where `dbt` is installed and which version it is reporting: 334 | ```shell 335 | (venv) $ which dbt 336 | /Users/dbeatty/projects/jaffle_duck/venv/bin/dbt 337 | ``` 338 | 339 | ```shell 340 | (venv) $ dbt --version 341 | Core: 342 | - installed: 1.2.0-a1 343 | - latest: 1.1.1 - Ahead of latest version! 344 | 345 | Plugins: 346 | - bigquery: 1.2.0a1 - Ahead of latest version! 347 | - snowflake: 1.2.0a1 - Ahead of latest version! 348 | - redshift: 1.2.0a1 - Ahead of latest version! 349 | - postgres: 1.2.0a1 - Ahead of latest version! 350 | ``` 351 | 352 | ❌ That isn't what we expected -- something isn't right. 😢 353 | 354 | So let's reactivate the virtual environment and try again... 355 | ```shell 356 | (venv) $ source venv/bin/activate 357 | ``` 358 | 359 | ```shell 360 | (venv) $ dbt --version 361 | Core: 362 | - installed: 1.1.1 363 | - latest: 1.1.1 - Up to date! 364 | 365 | Plugins: 366 | - postgres: 1.1.1 - Up to date! 367 | - duckdb: 1.1.3 - Up to date! 368 | ``` 369 | 370 | ✅ This is what we want -- the 2nd reactivation worked. 😎 371 |
372 | 373 | 1. Ensure your [profile](https://docs.getdbt.com/reference/profiles.yml) is setup correctly from the command line: 374 | ```shell 375 | dbt --version 376 | dbt debug 377 | ``` 378 | 379 | 1. Load the CSVs with the demo data set, run the models, and test the output of the models using the [dbt build](https://docs.getdbt.com/reference/commands/build) command: 380 | ```shell 381 | dbt build 382 | ``` 383 | 384 | 1. Query the data: 385 | 386 | Launch a DuckDB command-line interface (CLI): 387 | ```shell 388 | duckcli jaffle_shop.duckdb 389 | ``` 390 | 391 | Run a query at the prompt and exit: 392 | ``` 393 | select * from customers where customer_id = 42; 394 | exit; 395 | ``` 396 | 397 | Alternatively, use a single-liner to perform the query: 398 | ```shell 399 | duckcli jaffle_shop.duckdb -e "select * from customers where customer_id = 42" 400 | ``` 401 | or: 402 | ```shell 403 | echo 'select * from customers where customer_id = 42' | duckcli jaffle_shop.duckdb 404 | ``` 405 | 406 | 1. Generate and view the documentation for the project: 407 | ```shell 408 | dbt docs generate 409 | dbt docs serve 410 | ``` 411 | 412 | ## Running `build` steps independently 413 | 414 | 1. Load the CSVs with the demo data set. This materializes the CSVs as tables in your target schema. Note that a typical dbt project **does not require this step** since dbt assumes your raw data is already in your warehouse. 415 | ```shell 416 | dbt seed 417 | ``` 418 | 419 | 1. Run the models: 420 | ```shell 421 | dbt run 422 | ``` 423 | 424 | > **NOTE:** If you decide to run this project in your own data warehouse (outside of this DuckDB demo) and steps fail, it might mean that you need to make small changes to the SQL in the models folder to adjust for the flavor of SQL of your target database. Definitely consider this if you are using a community-contributed adapter. 425 | 426 | 1. Test the output of the models using the [test](https://docs.getdbt.com/reference/commands/test) command: 427 | ```shell 428 | dbt test 429 | ``` 430 | 431 | ## Browsing the data 432 | Some options: 433 | - [DuckDB UI](https://duckdb.org/docs/stable/extensions/ui.html) 434 | - [duckcli](https://pypi.org/project/duckcli/) 435 | - [DuckDB CLI](https://duckdb.org/docs/installation/?environment=cli) 436 | - [How to set up DBeaver SQL IDE for DuckDB](https://duckdb.org/docs/guides/sql_editors/dbeaver) 437 | 438 | ### Troubleshooting 439 | 440 | You may get an error like this, in which case you will need to disconnect from any sessions that are locking the database: 441 | ``` 442 | IO Error: Could not set lock on file "jaffle_shop.duckdb": Resource temporarily unavailable 443 | ``` 444 | 445 | This is a known issue in DuckDB. If you are using DBeaver, this means shutting down DBeaver (merely disconnecting didn't work for me). 446 | 447 | Very worst-case, deleting the database file will get you back in action (BUT you will lose all your data). 448 | 449 | 450 | #### GitHub Codespaces and VSCode Remote Container 451 | 452 | If you're using a privacy-forward browser such as Firefox and Brave, or a tracking-cookie-blocking extension like UBlock Origin or Privacy Badger, you may see the below error. You can either change your cookie settings, use a browser like Chrome, or just ignore the error because it doesn't affect the demo 453 | 454 | ![image](https://user-images.githubusercontent.com/8158673/181361459-294f807c-d990-4366-a4ab-d91cefcbc820.png) 455 | 456 | --- 457 | For more information on dbt: 458 | - Read the [introduction to dbt](https://docs.getdbt.com/docs/introduction) 459 | - Read the [dbt viewpoint](https://docs.getdbt.com/docs/about/viewpoint) 460 | - Join the [dbt Community](http://community.getdbt.com/) 461 | -------------------------------------------------------------------------------- /RELEASE.md: -------------------------------------------------------------------------------- 1 | # Release instructions 2 | 3 | 1. Install `pip-tools`: 4 | ```shell 5 | python -m pip install -r requirements-dev.txt 6 | ``` 7 | 1. Run `pip-compile` to pin all the dependencies and update `requirements.txt`: 8 | ```shell 9 | pip-compile 10 | ``` 11 | 1. Commit the result. 12 | 1. Open a PR. 13 | -------------------------------------------------------------------------------- /dbt-completion.bash: -------------------------------------------------------------------------------- 1 | #/usr/bin/env bash 2 | 3 | # OVERVIEW 4 | # Adds autocompletion to dbt CLI by: 5 | # 1. Finding the root of the repo (identified by dbt_project.yml 6 | # 2. Parsing target/manifest.json file, extracting valid model selectors 7 | # 3. Doing some bash magic to autocomplete selectors for: 8 | # -m 9 | # --model[s] 10 | # -s 11 | # --select 12 | # --exclude 13 | # 14 | # NOTE: This script uses the manifest (assumed to be at target/manifest.json) 15 | # to _quickly_ provide a list of existing selectors. As such, a dbt 16 | # resource must be compiled before it will be available for tab completion. 17 | # In the future, this script should use dbt directly to parse the project 18 | # directory and generate possible selectors. Until then, brand new 19 | # models/sources/tags/packages will not be displayed in the tab complete menu 20 | # 21 | # INSTALLATION 22 | # 1. Copy dbt-completion.bash to your home directory (as a dotfile, probably) 23 | # cp dbt-completion.bash ~/.dbt-completion.bash 24 | # 25 | # 2. Source it 26 | # source ~/.dbt-completion.bash 27 | # 28 | # 3. Install it into your ~/.profile file 29 | # echo 'source ~/.dbt-completion.bash' >> ~/.bash_profile 30 | # 31 | # 4. Use it with: 32 | # dbt run --models snow 33 | # 34 | # 35 | # CREDITS 36 | # Made possible by this great tutorial on bash completion: 37 | # https://iridakos.com/tutorials/2018/03/01/bash-programmable-completion-tutorial.html 38 | # 39 | # Inspired by git-completion.bash 40 | # https://github.com/git/git/blob/master/contrib/completion/git-completion.bash 41 | 42 | 43 | # Inline a python script so we can deploy this as a single file 44 | # the idea of doing this in bash natively is... daunting 45 | _parse_manifest() { 46 | manifest_path=$1 47 | prefix=$2 48 | prog=$(cat < 61 | 62 | prefix = sys.argv.pop() if len(sys.argv) == 2 else "" 63 | 64 | manifest = json.loads("\n".join([line for line in fileinput.input()])) 65 | 66 | models = set( 67 | "{}{}".format(prefix, node['name']) 68 | for node in manifest['nodes'].values() 69 | if node['resource_type'] in ['model', 'seed'] 70 | ) 71 | 72 | tags = set( 73 | "{}tag:{}".format(prefix, tag) 74 | for node in manifest['nodes'].values() 75 | for tag in node.get('tags', []) 76 | if node['resource_type'] == 'model' 77 | ) 78 | 79 | # The + prefix for sources is not sensible, but allowed. 80 | # This script shouldn't be opinionated about these things 81 | sources = set( 82 | "{}source:{}".format(prefix, node['source_name']) 83 | for node in manifest['nodes'].values() 84 | if node['resource_type'] == 'source' 85 | ) | set( 86 | "{}source:{}.{}".format(prefix, node['source_name'], node['name']) 87 | for node in manifest['nodes'].values() 88 | if node['resource_type'] == 'source' 89 | ) 90 | 91 | # Generate partial Fully Qualified Names with a wildcard 92 | # suffix. This matches things like directories and packag names 93 | fqns = set( 94 | "{}{}.*".format(prefix, ".".join(node['fqn'][:i-1])) 95 | for node in manifest['nodes'].values() 96 | for i in range(len(node.get('fqn', []))) 97 | if node['resource_type'] == 'model' 98 | ) 99 | 100 | selectors = [ 101 | selector 102 | for selector in (models | tags | sources | fqns) 103 | if selector != '' 104 | ] 105 | 106 | print("\n".join(selectors)) 107 | except Exception as e: 108 | print(e) 109 | # oops! 110 | pass 111 | EOF 112 | ) 113 | 114 | cat "$manifest_path" | python -c "$prog" $prefix 115 | } 116 | 117 | # Iterate backwards in the arg list from the index 118 | # and return the first flag that we find (ie. an 119 | # argument that begins with a '-' 120 | _get_last_flag() { 121 | arg_index=$1 122 | shift 123 | arg_list=("$@") 124 | 125 | first_flag="" 126 | for i in $(seq $arg_index -1 0); do 127 | arg=${arg_list[$i]} 128 | if [[ $arg == -* ]] ; then 129 | first_flag=$arg 130 | break 131 | fi 132 | done 133 | 134 | echo $first_flag 135 | } 136 | 137 | # Return 0 if the supplied flag accepts a selector as an argument 138 | # or 1 if it does not. Python's argparse supports flag prefixes 139 | # so, this method matches both --model and --models. Probably not 140 | # appropriate to support prefixes of exclude, for instance 141 | _flag_is_selector() { 142 | flag=$1 143 | 144 | if [[ $flag == '-m' ]] || \ 145 | [[ $flag == --model* ]] || \ 146 | [[ $flag == '-s' ]] || \ 147 | [[ $flag == '--select' ]] || \ 148 | [[ $flag == '--exclude' ]] ; 149 | then 150 | echo 0 151 | else 152 | echo 1 153 | fi 154 | } 155 | 156 | # Pluck out and return the first character in the arg if it is 157 | # a supported node selection modifier (ie. + or @) 158 | _get_arg_prefix() { 159 | arg=$1 160 | first_char=${arg:0:1} 161 | if [[ $first_char == '+' ]] || [[ $first_char == '@' ]] ; then 162 | echo "$first_char" 163 | else 164 | echo "" 165 | fi 166 | } 167 | 168 | # Walk up the filesystem until we find a dbt_project.yml file, 169 | # then return the path which contains it (if found) 170 | _get_project_root() { 171 | slashes=${PWD//[^\/]/} 172 | directory="$PWD" 173 | for (( n=${#slashes}; n>0; --n )) 174 | do 175 | test -e "$directory/dbt_project.yml" && echo "$directory" && return 176 | directory="$directory/.." 177 | done 178 | } 179 | 180 | 181 | # Core bash completion logic 182 | _complete_it() { 183 | # Requires bash-completion, used to handle ':' chars in args 184 | if [[ -n "$BASH" ]] && [[ $(type -t _get_comp_words_by_ref) == 'function' ]]; then 185 | local cur 186 | _get_comp_words_by_ref -n : cur 187 | fi 188 | 189 | # Find the first present flag to the left of the cursor, then 190 | # determine if the flag operates as a node selector 191 | last_flag=$(_get_last_flag $COMP_CWORD "${COMP_WORDS[@]}") 192 | is_selector=$(_flag_is_selector $last_flag) 193 | 194 | if [[ $is_selector == 0 ]] ; then 195 | current_arg="${COMP_WORDS[$COMP_CWORD]}" 196 | prefix=$(_get_arg_prefix $current_arg) 197 | project_dir=$(_get_project_root) 198 | manifest_path="${project_dir}/target/manifest.json" 199 | 200 | # Bail out if we can't find a manifest 201 | if [ ! -f "$manifest_path" ] ; then 202 | return 203 | fi 204 | 205 | selectors=$(_parse_manifest "$manifest_path" $prefix) 206 | 207 | # If the cursor is in the middle of a flag, don't try to tab complete 208 | # it. This would lead to errors with compgen. Otherwise, supply the 209 | # possible selectors to the compgen program 210 | if [[ $current_arg == -* ]] ; then 211 | COMPREPLY=($(compgen -W "$selectors" "")) 212 | else 213 | COMPREPLY=($(compgen -W "$selectors" "$current_arg")) 214 | fi 215 | 216 | # Requires bash-completion, used to handle ':' chars in args 217 | if [[ -n "$BASH" ]] && [[ $(type -t __ltrim_colon_completions ) == 'function' ]] ; then 218 | __ltrim_colon_completions "$cur" 219 | fi 220 | fi 221 | } 222 | 223 | complete -F _complete_it dbt 224 | -------------------------------------------------------------------------------- /dbt_project.yml: -------------------------------------------------------------------------------- 1 | name: 'jaffle_shop' 2 | 3 | config-version: 2 4 | version: '0.1' 5 | 6 | profile: 'jaffle_shop' 7 | 8 | model-paths: ["models"] 9 | seed-paths: ["seeds"] 10 | test-paths: ["tests"] 11 | analysis-paths: ["analysis"] 12 | macro-paths: ["macros"] 13 | 14 | target-path: "target" 15 | clean-targets: 16 | - "target" 17 | - "dbt_modules" 18 | - "logs" 19 | 20 | require-dbt-version: [">=1.0.0", "<2.0.0"] 21 | 22 | seeds: 23 | +docs: 24 | node_color: '#cd7f32' 25 | 26 | models: 27 | jaffle_shop: 28 | +materialized: table 29 | staging: 30 | +materialized: view 31 | +docs: 32 | node_color: 'silver' 33 | +docs: 34 | node_color: 'gold' 35 | -------------------------------------------------------------------------------- /etc/dbdiagram_definition.txt: -------------------------------------------------------------------------------- 1 | Table orders { 2 | id int PK 3 | user_id int 4 | order_date date 5 | status varchar 6 | } 7 | 8 | Table payments { 9 | id int 10 | order_id int 11 | payment_method int 12 | amount int 13 | } 14 | 15 | Table customers { 16 | id int PK 17 | first_name varchar 18 | last_name varchar 19 | } 20 | 21 | Ref: orders.user_id > customers.id 22 | 23 | Ref: payments.order_id > orders.id 24 | -------------------------------------------------------------------------------- /etc/jaffle_shop_erd.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dbt-labs/jaffle_shop_duckdb/def2ee2ada92b6409b7ad5031bee9fdda9ec4877/etc/jaffle_shop_erd.png -------------------------------------------------------------------------------- /images/dbt_full_deploy_commands.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dbt-labs/jaffle_shop_duckdb/def2ee2ada92b6409b7ad5031bee9fdda9ec4877/images/dbt_full_deploy_commands.png -------------------------------------------------------------------------------- /images/dbt_performance.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dbt-labs/jaffle_shop_duckdb/def2ee2ada92b6409b7ad5031bee9fdda9ec4877/images/dbt_performance.png -------------------------------------------------------------------------------- /images/open_in_codespaces.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dbt-labs/jaffle_shop_duckdb/def2ee2ada92b6409b7ad5031bee9fdda9ec4877/images/open_in_codespaces.png -------------------------------------------------------------------------------- /models/customers.sql: -------------------------------------------------------------------------------- 1 | with customers as ( 2 | 3 | select * from {{ ref('stg_customers') }} 4 | 5 | ), 6 | 7 | orders as ( 8 | 9 | select * from {{ ref('stg_orders') }} 10 | 11 | ), 12 | 13 | payments as ( 14 | 15 | select * from {{ ref('stg_payments') }} 16 | 17 | ), 18 | 19 | customer_orders as ( 20 | 21 | select 22 | customer_id, 23 | 24 | min(order_date) as first_order, 25 | max(order_date) as most_recent_order, 26 | count(order_id) as number_of_orders 27 | from orders 28 | 29 | group by customer_id 30 | 31 | ), 32 | 33 | customer_payments as ( 34 | 35 | select 36 | orders.customer_id, 37 | sum(amount) as total_amount 38 | 39 | from payments 40 | 41 | left join orders on 42 | payments.order_id = orders.order_id 43 | 44 | group by orders.customer_id 45 | 46 | ), 47 | 48 | final as ( 49 | 50 | select 51 | customers.customer_id, 52 | customers.first_name, 53 | customers.last_name, 54 | customer_orders.first_order, 55 | customer_orders.most_recent_order, 56 | customer_orders.number_of_orders, 57 | customer_payments.total_amount as customer_lifetime_value 58 | 59 | from customers 60 | 61 | left join customer_orders 62 | on customers.customer_id = customer_orders.customer_id 63 | 64 | left join customer_payments 65 | on customers.customer_id = customer_payments.customer_id 66 | 67 | ) 68 | 69 | select * from final 70 | -------------------------------------------------------------------------------- /models/docs.md: -------------------------------------------------------------------------------- 1 | {% docs orders_status %} 2 | 3 | Orders can be one of the following statuses: 4 | 5 | | status | description | 6 | |----------------|------------------------------------------------------------------------------------------------------------------------| 7 | | placed | The order has been placed but has not yet left the warehouse | 8 | | shipped | The order has ben shipped to the customer and is currently in transit | 9 | | completed | The order has been received by the customer | 10 | | return_pending | The customer has indicated that they would like to return the order, but it has not yet been received at the warehouse | 11 | | returned | The order has been returned by the customer and received at the warehouse | 12 | 13 | 14 | {% enddocs %} 15 | -------------------------------------------------------------------------------- /models/orders.sql: -------------------------------------------------------------------------------- 1 | {% set payment_methods = ['credit_card', 'coupon', 'bank_transfer', 'gift_card'] %} 2 | 3 | with orders as ( 4 | 5 | select * from {{ ref('stg_orders') }} 6 | 7 | ), 8 | 9 | payments as ( 10 | 11 | select * from {{ ref('stg_payments') }} 12 | 13 | ), 14 | 15 | order_payments as ( 16 | 17 | select 18 | order_id, 19 | 20 | {% for payment_method in payment_methods -%} 21 | sum(case when payment_method = '{{ payment_method }}' then amount else 0 end) as {{ payment_method }}_amount, 22 | {% endfor -%} 23 | 24 | sum(amount) as total_amount 25 | 26 | from payments 27 | 28 | group by order_id 29 | 30 | ), 31 | 32 | final as ( 33 | 34 | select 35 | orders.order_id, 36 | orders.customer_id, 37 | orders.order_date, 38 | orders.status, 39 | 40 | {% for payment_method in payment_methods -%} 41 | 42 | order_payments.{{ payment_method }}_amount, 43 | 44 | {% endfor -%} 45 | 46 | order_payments.total_amount as amount 47 | 48 | from orders 49 | 50 | 51 | left join order_payments 52 | on orders.order_id = order_payments.order_id 53 | 54 | ) 55 | 56 | select * from final 57 | -------------------------------------------------------------------------------- /models/overview.md: -------------------------------------------------------------------------------- 1 | {% docs __overview__ %} 2 | 3 | ## Data Documentation for Jaffle Shop 4 | 5 | `jaffle_shop` is a fictional ecommerce store. 6 | 7 | This [dbt](https://www.getdbt.com/) project is for testing out code. 8 | 9 | The source code can be found [here](https://github.com/clrcrl/jaffle_shop). 10 | 11 | {% enddocs %} 12 | -------------------------------------------------------------------------------- /models/schema.yml: -------------------------------------------------------------------------------- 1 | version: 2 2 | 3 | models: 4 | - name: customers 5 | description: This table has basic information about a customer, as well as some derived facts based on a customer's orders 6 | 7 | columns: 8 | - name: customer_id 9 | description: This is a unique identifier for a customer 10 | tests: 11 | - unique 12 | - not_null 13 | 14 | - name: first_name 15 | description: Customer's first name. PII. 16 | 17 | - name: last_name 18 | description: Customer's last name. PII. 19 | 20 | - name: first_order 21 | description: Date (UTC) of a customer's first order 22 | 23 | - name: most_recent_order 24 | description: Date (UTC) of a customer's most recent order 25 | 26 | - name: number_of_orders 27 | description: Count of the number of orders a customer has placed 28 | 29 | - name: total_order_amount 30 | description: Total value (AUD) of a customer's orders 31 | 32 | - name: orders 33 | description: This table has basic information about orders, as well as some derived facts based on payments 34 | 35 | columns: 36 | - name: order_id 37 | tests: 38 | - unique 39 | - not_null 40 | description: This is a unique identifier for an order 41 | 42 | - name: customer_id 43 | description: Foreign key to the customers table 44 | tests: 45 | - not_null 46 | - relationships: 47 | to: ref('customers') 48 | field: customer_id 49 | 50 | - name: order_date 51 | description: Date (UTC) that the order was placed 52 | 53 | - name: status 54 | description: '{{ doc("orders_status") }}' 55 | tests: 56 | - accepted_values: 57 | values: ['placed', 'shipped', 'completed', 'return_pending', 'returned'] 58 | 59 | - name: amount 60 | description: Total amount (AUD) of the order 61 | tests: 62 | - not_null 63 | 64 | - name: credit_card_amount 65 | description: Amount of the order (AUD) paid for by credit card 66 | tests: 67 | - not_null 68 | 69 | - name: coupon_amount 70 | description: Amount of the order (AUD) paid for by coupon 71 | tests: 72 | - not_null 73 | 74 | - name: bank_transfer_amount 75 | description: Amount of the order (AUD) paid for by bank transfer 76 | tests: 77 | - not_null 78 | 79 | - name: gift_card_amount 80 | description: Amount of the order (AUD) paid for by gift card 81 | tests: 82 | - not_null 83 | -------------------------------------------------------------------------------- /models/staging/schema.yml: -------------------------------------------------------------------------------- 1 | version: 2 2 | 3 | models: 4 | - name: stg_customers 5 | columns: 6 | - name: customer_id 7 | tests: 8 | - unique 9 | - not_null 10 | 11 | - name: stg_orders 12 | columns: 13 | - name: order_id 14 | tests: 15 | - unique 16 | - not_null 17 | - name: status 18 | tests: 19 | - accepted_values: 20 | values: ['placed', 'shipped', 'completed', 'return_pending', 'returned'] 21 | 22 | - name: stg_payments 23 | columns: 24 | - name: payment_id 25 | tests: 26 | - unique 27 | - not_null 28 | - name: payment_method 29 | tests: 30 | - accepted_values: 31 | values: ['credit_card', 'coupon', 'bank_transfer', 'gift_card'] 32 | -------------------------------------------------------------------------------- /models/staging/stg_customers.sql: -------------------------------------------------------------------------------- 1 | with source as ( 2 | 3 | {#- 4 | Normally we would select from the table here, but we are using seeds to load 5 | our data in this project 6 | #} 7 | select * from {{ ref('raw_customers') }} 8 | 9 | ), 10 | 11 | renamed as ( 12 | 13 | select 14 | id as customer_id, 15 | first_name, 16 | last_name 17 | 18 | from source 19 | 20 | ) 21 | 22 | select * from renamed 23 | -------------------------------------------------------------------------------- /models/staging/stg_orders.sql: -------------------------------------------------------------------------------- 1 | with source as ( 2 | 3 | {#- 4 | Normally we would select from the table here, but we are using seeds to load 5 | our data in this project 6 | #} 7 | select * from {{ ref('raw_orders') }} 8 | 9 | ), 10 | 11 | renamed as ( 12 | 13 | select 14 | id as order_id, 15 | user_id as customer_id, 16 | order_date, 17 | status 18 | 19 | from source 20 | 21 | ) 22 | 23 | select * from renamed 24 | -------------------------------------------------------------------------------- /models/staging/stg_payments.sql: -------------------------------------------------------------------------------- 1 | with source as ( 2 | 3 | {#- 4 | Normally we would select from the table here, but we are using seeds to load 5 | our data in this project 6 | #} 7 | select * from {{ ref('raw_payments') }} 8 | 9 | ), 10 | 11 | renamed as ( 12 | 13 | select 14 | id as payment_id, 15 | order_id, 16 | payment_method, 17 | 18 | -- `amount` is currently stored in cents, so we convert it to dollars 19 | amount / 100 as amount 20 | 21 | from source 22 | 23 | ) 24 | 25 | select * from renamed 26 | -------------------------------------------------------------------------------- /profiles.yml: -------------------------------------------------------------------------------- 1 | jaffle_shop: 2 | 3 | target: dev 4 | outputs: 5 | dev: 6 | type: duckdb 7 | path: 'jaffle_shop.duckdb' 8 | threads: 24 9 | -------------------------------------------------------------------------------- /requirements-dev.txt: -------------------------------------------------------------------------------- 1 | pip-tools 2 | -------------------------------------------------------------------------------- /requirements.in: -------------------------------------------------------------------------------- 1 | # 3rd party CLI for DuckDB 2 | duckcli>=0.2.1 3 | 4 | # Database adapter 5 | dbt-duckdb>=1.9.0,<2.0.0 6 | 7 | # dbt Core 1.9 8 | dbt-core>=1.9.0,<1.10.0 9 | 10 | # extra features 11 | sqlfluff>=2.3.5,<3 12 | -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- 1 | # 2 | # This file is autogenerated by pip-compile with Python 3.12 3 | # by the following command: 4 | # 5 | # pip-compile 6 | # 7 | agate==1.7.1 8 | # via 9 | # dbt-adapters 10 | # dbt-common 11 | # dbt-core 12 | annotated-types==0.6.0 13 | # via pydantic 14 | appdirs==1.4.4 15 | # via sqlfluff 16 | attrs==23.2.0 17 | # via 18 | # jsonschema 19 | # referencing 20 | babel==2.14.0 21 | # via agate 22 | certifi==2024.2.2 23 | # via requests 24 | chardet==5.2.0 25 | # via 26 | # diff-cover 27 | # sqlfluff 28 | charset-normalizer==3.3.2 29 | # via requests 30 | cli-helpers[styles]==2.4.0 31 | # via duckcli 32 | click==8.1.7 33 | # via 34 | # dbt-core 35 | # dbt-semantic-interfaces 36 | # duckcli 37 | # sqlfluff 38 | colorama==0.4.6 39 | # via 40 | # dbt-common 41 | # sqlfluff 42 | configobj==5.0.9 43 | # via 44 | # cli-helpers 45 | # duckcli 46 | daff==1.3.46 47 | # via dbt-core 48 | dbt-adapters==1.14.5 49 | # via 50 | # dbt-core 51 | # dbt-duckdb 52 | dbt-common==1.18 53 | # via 54 | # dbt-adapters 55 | # dbt-core 56 | # dbt-duckdb 57 | dbt-core==1.9.4 58 | # via 59 | # -r requirements.in 60 | # dbt-duckdb 61 | dbt-duckdb==1.9.1 62 | # via -r requirements.in 63 | dbt-extractor==0.5.1 64 | # via dbt-core 65 | dbt-semantic-interfaces==0.7.4 66 | # via dbt-core 67 | deepdiff==7.0.1 68 | # via dbt-common 69 | diff-cover==8.0.3 70 | # via sqlfluff 71 | duckcli==0.2.1 72 | # via -r requirements.in 73 | duckdb==1.2.0 74 | # via 75 | # dbt-duckdb 76 | # duckcli 77 | idna==3.6 78 | # via requests 79 | importlib-metadata==6.11.0 80 | # via dbt-semantic-interfaces 81 | iniconfig==2.0.0 82 | # via pytest 83 | isodate==0.6.1 84 | # via 85 | # agate 86 | # dbt-common 87 | jinja2==3.1.3 88 | # via 89 | # dbt-common 90 | # dbt-core 91 | # dbt-semantic-interfaces 92 | # diff-cover 93 | # sqlfluff 94 | jsonschema==4.21.1 95 | # via 96 | # dbt-common 97 | # dbt-semantic-interfaces 98 | jsonschema-specifications==2023.12.1 99 | # via jsonschema 100 | leather==0.4.0 101 | # via agate 102 | markupsafe==2.1.5 103 | # via jinja2 104 | mashumaro[msgpack]==3.12 105 | # via 106 | # dbt-adapters 107 | # dbt-common 108 | # dbt-core 109 | more-itertools==10.2.0 110 | # via dbt-semantic-interfaces 111 | msgpack==1.0.8 112 | # via mashumaro 113 | networkx==3.1 114 | # via dbt-core 115 | ordered-set==4.1.0 116 | # via deepdiff 117 | packaging==24.0 118 | # via 119 | # dbt-core 120 | # pytest 121 | parsedatetime==2.6 122 | # via agate 123 | pathspec==0.11.2 124 | # via 125 | # dbt-common 126 | # dbt-core 127 | # sqlfluff 128 | pluggy==1.4.0 129 | # via 130 | # diff-cover 131 | # pytest 132 | prompt-toolkit==3.0.50 133 | # via duckcli 134 | protobuf==5.29.4 135 | # via 136 | # dbt-adapters 137 | # dbt-common 138 | # dbt-core 139 | pydantic==2.6.3 140 | # via dbt-semantic-interfaces 141 | pydantic-core==2.16.3 142 | # via pydantic 143 | pygments==2.17.2 144 | # via 145 | # cli-helpers 146 | # diff-cover 147 | # duckcli 148 | pytest==8.1.1 149 | # via sqlfluff 150 | python-dateutil==2.9.0.post0 151 | # via 152 | # dbt-common 153 | # dbt-semantic-interfaces 154 | python-slugify==8.0.4 155 | # via agate 156 | pytimeparse==1.1.8 157 | # via agate 158 | pytz==2024.1 159 | # via 160 | # dbt-adapters 161 | # dbt-core 162 | pyyaml==6.0.1 163 | # via 164 | # dbt-core 165 | # dbt-semantic-interfaces 166 | # sqlfluff 167 | referencing==0.33.0 168 | # via 169 | # jsonschema 170 | # jsonschema-specifications 171 | regex==2023.12.25 172 | # via sqlfluff 173 | requests==2.31.0 174 | # via 175 | # dbt-common 176 | # dbt-core 177 | # snowplow-tracker 178 | rpds-py==0.18.0 179 | # via 180 | # jsonschema 181 | # referencing 182 | six==1.16.0 183 | # via 184 | # isodate 185 | # python-dateutil 186 | snowplow-tracker==1.1.0 187 | # via dbt-core 188 | sqlfluff==2.3.5 189 | # via -r requirements.in 190 | sqlparse==0.5.0 191 | # via 192 | # dbt-core 193 | # duckcli 194 | tabulate[widechars]==0.9.0 195 | # via cli-helpers 196 | tblib==3.0.0 197 | # via sqlfluff 198 | text-unidecode==1.3 199 | # via python-slugify 200 | tqdm==4.66.2 201 | # via sqlfluff 202 | typing-extensions==4.10.0 203 | # via 204 | # dbt-adapters 205 | # dbt-common 206 | # dbt-core 207 | # dbt-semantic-interfaces 208 | # mashumaro 209 | # pydantic 210 | # pydantic-core 211 | # snowplow-tracker 212 | # sqlfluff 213 | urllib3==1.26.18 214 | # via requests 215 | wcwidth==0.2.13 216 | # via 217 | # prompt-toolkit 218 | # tabulate 219 | zipp==3.17.0 220 | # via importlib-metadata 221 | -------------------------------------------------------------------------------- /seeds/.gitkeep: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dbt-labs/jaffle_shop_duckdb/def2ee2ada92b6409b7ad5031bee9fdda9ec4877/seeds/.gitkeep -------------------------------------------------------------------------------- /seeds/raw_customers.csv: -------------------------------------------------------------------------------- 1 | id,first_name,last_name 2 | 1,Michael,P. 3 | 2,Shawn,M. 4 | 3,Kathleen,P. 5 | 4,Jimmy,C. 6 | 5,Katherine,R. 7 | 6,Sarah,R. 8 | 7,Martin,M. 9 | 8,Frank,R. 10 | 9,Jennifer,F. 11 | 10,Henry,W. 12 | 11,Fred,S. 13 | 12,Amy,D. 14 | 13,Kathleen,M. 15 | 14,Steve,F. 16 | 15,Teresa,H. 17 | 16,Amanda,H. 18 | 17,Kimberly,R. 19 | 18,Johnny,K. 20 | 19,Virginia,F. 21 | 20,Anna,A. 22 | 21,Willie,H. 23 | 22,Sean,H. 24 | 23,Mildred,A. 25 | 24,David,G. 26 | 25,Victor,H. 27 | 26,Aaron,R. 28 | 27,Benjamin,B. 29 | 28,Lisa,W. 30 | 29,Benjamin,K. 31 | 30,Christina,W. 32 | 31,Jane,G. 33 | 32,Thomas,O. 34 | 33,Katherine,M. 35 | 34,Jennifer,S. 36 | 35,Sara,T. 37 | 36,Harold,O. 38 | 37,Shirley,J. 39 | 38,Dennis,J. 40 | 39,Louise,W. 41 | 40,Maria,A. 42 | 41,Gloria,C. 43 | 42,Diana,S. 44 | 43,Kelly,N. 45 | 44,Jane,R. 46 | 45,Scott,B. 47 | 46,Norma,C. 48 | 47,Marie,P. 49 | 48,Lillian,C. 50 | 49,Judy,N. 51 | 50,Billy,L. 52 | 51,Howard,R. 53 | 52,Laura,F. 54 | 53,Anne,B. 55 | 54,Rose,M. 56 | 55,Nicholas,R. 57 | 56,Joshua,K. 58 | 57,Paul,W. 59 | 58,Kathryn,K. 60 | 59,Adam,A. 61 | 60,Norma,W. 62 | 61,Timothy,R. 63 | 62,Elizabeth,P. 64 | 63,Edward,G. 65 | 64,David,C. 66 | 65,Brenda,W. 67 | 66,Adam,W. 68 | 67,Michael,H. 69 | 68,Jesse,E. 70 | 69,Janet,P. 71 | 70,Helen,F. 72 | 71,Gerald,C. 73 | 72,Kathryn,O. 74 | 73,Alan,B. 75 | 74,Harry,A. 76 | 75,Andrea,H. 77 | 76,Barbara,W. 78 | 77,Anne,W. 79 | 78,Harry,H. 80 | 79,Jack,R. 81 | 80,Phillip,H. 82 | 81,Shirley,H. 83 | 82,Arthur,D. 84 | 83,Virginia,R. 85 | 84,Christina,R. 86 | 85,Theresa,M. 87 | 86,Jason,C. 88 | 87,Phillip,B. 89 | 88,Adam,T. 90 | 89,Margaret,J. 91 | 90,Paul,P. 92 | 91,Todd,W. 93 | 92,Willie,O. 94 | 93,Frances,R. 95 | 94,Gregory,H. 96 | 95,Lisa,P. 97 | 96,Jacqueline,A. 98 | 97,Shirley,D. 99 | 98,Nicole,M. 100 | 99,Mary,G. 101 | 100,Jean,M. 102 | -------------------------------------------------------------------------------- /seeds/raw_orders.csv: -------------------------------------------------------------------------------- 1 | id,user_id,order_date,status 2 | 1,1,2018-01-01,returned 3 | 2,3,2018-01-02,completed 4 | 3,94,2018-01-04,completed 5 | 4,50,2018-01-05,completed 6 | 5,64,2018-01-05,completed 7 | 6,54,2018-01-07,completed 8 | 7,88,2018-01-09,completed 9 | 8,2,2018-01-11,returned 10 | 9,53,2018-01-12,completed 11 | 10,7,2018-01-14,completed 12 | 11,99,2018-01-14,completed 13 | 12,59,2018-01-15,completed 14 | 13,84,2018-01-17,completed 15 | 14,40,2018-01-17,returned 16 | 15,25,2018-01-17,completed 17 | 16,39,2018-01-18,completed 18 | 17,71,2018-01-18,completed 19 | 18,64,2018-01-20,returned 20 | 19,54,2018-01-22,completed 21 | 20,20,2018-01-23,completed 22 | 21,71,2018-01-23,completed 23 | 22,86,2018-01-24,completed 24 | 23,22,2018-01-26,return_pending 25 | 24,3,2018-01-27,completed 26 | 25,51,2018-01-28,completed 27 | 26,32,2018-01-28,completed 28 | 27,94,2018-01-29,completed 29 | 28,8,2018-01-29,completed 30 | 29,57,2018-01-31,completed 31 | 30,69,2018-02-02,completed 32 | 31,16,2018-02-02,completed 33 | 32,28,2018-02-04,completed 34 | 33,42,2018-02-04,completed 35 | 34,38,2018-02-06,completed 36 | 35,80,2018-02-08,completed 37 | 36,85,2018-02-10,completed 38 | 37,1,2018-02-10,completed 39 | 38,51,2018-02-10,completed 40 | 39,26,2018-02-11,completed 41 | 40,33,2018-02-13,completed 42 | 41,99,2018-02-14,completed 43 | 42,92,2018-02-16,completed 44 | 43,31,2018-02-17,completed 45 | 44,66,2018-02-17,completed 46 | 45,22,2018-02-17,completed 47 | 46,6,2018-02-19,completed 48 | 47,50,2018-02-20,completed 49 | 48,27,2018-02-21,completed 50 | 49,35,2018-02-21,completed 51 | 50,51,2018-02-23,completed 52 | 51,71,2018-02-24,completed 53 | 52,54,2018-02-25,return_pending 54 | 53,34,2018-02-26,completed 55 | 54,54,2018-02-26,completed 56 | 55,18,2018-02-27,completed 57 | 56,79,2018-02-28,completed 58 | 57,93,2018-03-01,completed 59 | 58,22,2018-03-01,completed 60 | 59,30,2018-03-02,completed 61 | 60,12,2018-03-03,completed 62 | 61,63,2018-03-03,completed 63 | 62,57,2018-03-05,completed 64 | 63,70,2018-03-06,completed 65 | 64,13,2018-03-07,completed 66 | 65,26,2018-03-08,completed 67 | 66,36,2018-03-10,completed 68 | 67,79,2018-03-11,completed 69 | 68,53,2018-03-11,completed 70 | 69,3,2018-03-11,completed 71 | 70,8,2018-03-12,completed 72 | 71,42,2018-03-12,shipped 73 | 72,30,2018-03-14,shipped 74 | 73,19,2018-03-16,completed 75 | 74,9,2018-03-17,shipped 76 | 75,69,2018-03-18,completed 77 | 76,25,2018-03-20,completed 78 | 77,35,2018-03-21,shipped 79 | 78,90,2018-03-23,shipped 80 | 79,52,2018-03-23,shipped 81 | 80,11,2018-03-23,shipped 82 | 81,76,2018-03-23,shipped 83 | 82,46,2018-03-24,shipped 84 | 83,54,2018-03-24,shipped 85 | 84,70,2018-03-26,placed 86 | 85,47,2018-03-26,shipped 87 | 86,68,2018-03-26,placed 88 | 87,46,2018-03-27,placed 89 | 88,91,2018-03-27,shipped 90 | 89,21,2018-03-28,placed 91 | 90,66,2018-03-30,shipped 92 | 91,47,2018-03-31,placed 93 | 92,84,2018-04-02,placed 94 | 93,66,2018-04-03,placed 95 | 94,63,2018-04-03,placed 96 | 95,27,2018-04-04,placed 97 | 96,90,2018-04-06,placed 98 | 97,89,2018-04-07,placed 99 | 98,41,2018-04-07,placed 100 | 99,85,2018-04-09,placed 101 | -------------------------------------------------------------------------------- /seeds/raw_payments.csv: -------------------------------------------------------------------------------- 1 | id,order_id,payment_method,amount 2 | 1,1,credit_card,1000 3 | 2,2,credit_card,2000 4 | 3,3,coupon,100 5 | 4,4,coupon,2500 6 | 5,5,bank_transfer,1700 7 | 6,6,credit_card,600 8 | 7,7,credit_card,1600 9 | 8,8,credit_card,2300 10 | 9,9,gift_card,2300 11 | 10,9,bank_transfer,0 12 | 11,10,bank_transfer,2600 13 | 12,11,credit_card,2700 14 | 13,12,credit_card,100 15 | 14,13,credit_card,500 16 | 15,13,bank_transfer,1400 17 | 16,14,bank_transfer,300 18 | 17,15,coupon,2200 19 | 18,16,credit_card,1000 20 | 19,17,bank_transfer,200 21 | 20,18,credit_card,500 22 | 21,18,credit_card,800 23 | 22,19,gift_card,600 24 | 23,20,bank_transfer,1500 25 | 24,21,credit_card,1200 26 | 25,22,bank_transfer,800 27 | 26,23,gift_card,2300 28 | 27,24,coupon,2600 29 | 28,25,bank_transfer,2000 30 | 29,25,credit_card,2200 31 | 30,25,coupon,1600 32 | 31,26,credit_card,3000 33 | 32,27,credit_card,2300 34 | 33,28,bank_transfer,1900 35 | 34,29,bank_transfer,1200 36 | 35,30,credit_card,1300 37 | 36,31,credit_card,1200 38 | 37,32,credit_card,300 39 | 38,33,credit_card,2200 40 | 39,34,bank_transfer,1500 41 | 40,35,credit_card,2900 42 | 41,36,bank_transfer,900 43 | 42,37,credit_card,2300 44 | 43,38,credit_card,1500 45 | 44,39,bank_transfer,800 46 | 45,40,credit_card,1400 47 | 46,41,credit_card,1700 48 | 47,42,coupon,1700 49 | 48,43,gift_card,1800 50 | 49,44,gift_card,1100 51 | 50,45,bank_transfer,500 52 | 51,46,bank_transfer,800 53 | 52,47,credit_card,2200 54 | 53,48,bank_transfer,300 55 | 54,49,credit_card,600 56 | 55,49,credit_card,900 57 | 56,50,credit_card,2600 58 | 57,51,credit_card,2900 59 | 58,51,credit_card,100 60 | 59,52,bank_transfer,1500 61 | 60,53,credit_card,300 62 | 61,54,credit_card,1800 63 | 62,54,bank_transfer,1100 64 | 63,55,credit_card,2900 65 | 64,56,credit_card,400 66 | 65,57,bank_transfer,200 67 | 66,58,coupon,1800 68 | 67,58,gift_card,600 69 | 68,59,gift_card,2800 70 | 69,60,credit_card,400 71 | 70,61,bank_transfer,1600 72 | 71,62,gift_card,1400 73 | 72,63,credit_card,2900 74 | 73,64,bank_transfer,2600 75 | 74,65,credit_card,0 76 | 75,66,credit_card,2800 77 | 76,67,bank_transfer,400 78 | 77,67,credit_card,1900 79 | 78,68,credit_card,1600 80 | 79,69,credit_card,1900 81 | 80,70,credit_card,2600 82 | 81,71,credit_card,500 83 | 82,72,credit_card,2900 84 | 83,73,bank_transfer,300 85 | 84,74,credit_card,3000 86 | 85,75,credit_card,1900 87 | 86,76,coupon,200 88 | 87,77,credit_card,0 89 | 88,77,bank_transfer,1900 90 | 89,78,bank_transfer,2600 91 | 90,79,credit_card,1800 92 | 91,79,credit_card,900 93 | 92,80,gift_card,300 94 | 93,81,coupon,200 95 | 94,82,credit_card,800 96 | 95,83,credit_card,100 97 | 96,84,bank_transfer,2500 98 | 97,85,bank_transfer,1700 99 | 98,86,coupon,2300 100 | 99,87,gift_card,3000 101 | 100,87,credit_card,2600 102 | 101,88,credit_card,2900 103 | 102,89,bank_transfer,2200 104 | 103,90,bank_transfer,200 105 | 104,91,credit_card,1900 106 | 105,92,bank_transfer,1500 107 | 106,92,coupon,200 108 | 107,93,gift_card,2600 109 | 108,94,coupon,700 110 | 109,95,coupon,2400 111 | 110,96,gift_card,1700 112 | 111,97,bank_transfer,1400 113 | 112,98,bank_transfer,1000 114 | 113,99,credit_card,2400 115 | --------------------------------------------------------------------------------