diff --git a/.env b/.env deleted file mode 100644 index cfb41a3..0000000 --- a/.env +++ /dev/null @@ -1,2 +0,0 @@ -EVIDENCE_DATABASE=duckdb -EVIDENCE_DUCKDB_FILENAME=octocatalog.db diff --git a/.github/ci.uv.yml b/.github/ci.uv.yml new file mode 100644 index 0000000..ab54525 --- /dev/null +++ b/.github/ci.uv.yml @@ -0,0 +1,36 @@ +on: + pull_request: + branches: + - main +jobs: + ci: + name: CI Check + runs-on: macos-latest + steps: + - name: Checkout + uses: actions/checkout@v4.1.1 + - name: Setup Python + uses: actions/setup-python@v5.0.0 + with: + python-version: "3.11.x" + - name: Setup Node + uses: actions/setup-node@v4.0.2 + with: + node-version: 20.x + - name: Install uv + run: python3 -m pip install uv + - name: Install Python requirements + run: uv pip install -r requirements.txt + - name: Install Node requirements + run: npm install --prefix ./reports + - name: Run EL + run: python3 el.py -lc + - name: Run T + run: dbt deps && dbt build + - name: Lint SQL + run: sqlfluff lint models --format github-annotation-native + - name: Build Evidence + env: + EVIDENCE_DATABASE: "duckdb" + EVIDENCE_DUCKDB_FILENAME: "octocatalog.db" + run: npm run sources && npm run build --prefix ./reports diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 6c1dce3..c0cf759 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -2,33 +2,34 @@ on: pull_request: branches: - main + jobs: ci: name: CI Check + environment: ci runs-on: macos-latest steps: - name: Checkout - uses: actions/checkout@v4.1.0 + uses: actions/checkout@v4.1.1 - name: Setup Python - uses: actions/setup-python@v4.7.0 + uses: actions/setup-python@v5.0.0 with: - python-version: "3.10.x" + python-version: "3.11.5" - name: Setup Node - uses: actions/setup-node@v3.8.1 + uses: actions/setup-node@v4.0.2 with: - node-version: 18.x + node-version: 20.x - name: Install Python requirements - run: python3 -m pip install -r requirements.txt - - name: Install Node requirements - run: npm install --prefix ./reports + run: pip install -r requirements.txt - name: Run EL run: python3 el.py -lc - - name: Run T - run: dbt deps && dbt build - - name: Lint SQL - run: sqlfluff lint models --format github-annotation-native + - name: Build transformations + run: | + dbt deps + dbt build + sqlfluff lint models - name: Build Evidence - env: - EVIDENCE_DATABASE: 'duckdb' - EVIDENCE_DUCKDB_FILENAME: 'octocatalog.db' - run: npm run build --prefix ./reports + run: | + npm install --prefix ./reports + npm run sources --prefix ./reports + npm run build --prefix ./reports diff --git a/.nvmrc b/.nvmrc new file mode 100644 index 0000000..e6a1787 --- /dev/null +++ b/.nvmrc @@ -0,0 +1 @@ +20.* diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index dc17724..7f933d3 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -1,6 +1,6 @@ repos: - repo: https://github.com/pre-commit/pre-commit-hooks - rev: v2.3.0 + rev: v4.5.0 hooks: - id: check-yaml exclude: reports/evidence.plugins.yaml @@ -8,21 +8,22 @@ repos: - id: trailing-whitespace - id: requirements-txt-fixer - repo: https://github.com/charliermarsh/ruff-pre-commit - rev: v0.0.291 + rev: v0.2.2 hooks: - id: ruff args: [--fix, --exit-non-zero-on-fix] - repo: https://github.com/PyCQA/isort - rev: 5.12.0 + rev: 5.13.2 hooks: - id: isort - repo: https://github.com/psf/black - rev: 23.9.1 + rev: 24.2.0 hooks: - id: black - repo: https://github.com/sqlfluff/sqlfluff - rev: 2.3.2 + rev: 2.3.5 hooks: - id: sqlfluff-fix + args: ["./models/"] additional_dependencies: - ["dbt-metricflow[duckdb]~=0.3.0", "sqlfluff-templater-dbt"] + ["dbt-duckdb~=1.7.1", "sqlfluff-templater-dbt~=2.3.5"] diff --git a/.sqlfluffignore b/.sqlfluffignore index ebfe68f..460d80e 100644 --- a/.sqlfluffignore +++ b/.sqlfluffignore @@ -1,3 +1,6 @@ target/ dbt_packages/ macros/ +.venv +reports/ +generate_fixtures.sql diff --git a/README.md b/README.md index fa9849c..3cf14fd 100644 --- a/README.md +++ b/README.md @@ -17,8 +17,7 @@ It runs completely local or inside of a devcontainer, but can also run on [Mothe Most of the below setup will be done for you automatically if you choose one of the devcontainer options above, so feel free to skip to the [Extract and Load](#-extract-and-load-) section if you're using one of those. Please note that while devcontainers are very neat and probably the future, they also add some mental overhead and complexity at their present stage of development that somewhat offsets the ease of use and reproducibility they bring to the table. I personally prefer local development still for most things. -> [!NOTE] -> **What's with the name?** GitHub's mascot is the [octocat](https://octodex.github.com/), and this project is a catalog of GitHub data. The octocat absolutely rules, I love them, I love puns, I love data, and here we are. +> [!NOTE] > **What's with the name?** GitHub's mascot is the [octocat](https://octodex.github.com/), and this project is a catalog of GitHub data. The octocat absolutely rules, I love them, I love puns, I love data, and here we are. ![kim was right](https://github.com/gwenwindflower/octocatalog/assets/91998347/adb3fb70-c666-4d54-9e0c-86600692603b) @@ -29,8 +28,10 @@ There are a few steps to get started with this project if you want to develop lo 1. [Clone the project locally](#-clone-the-project-locally-). 2. [Set up Python, then install the dependencies and other tooling](#-python-). 3. [Extract and load the data locally](#-extract-and-load-). -5. [Transform the data with dbt](#%EF%B8%8F-transform-the-data-with-dbt-). -6. [Build the BI platform with Evidence](#-build-the-bi-platform-with-evidence-). +4. [Transform the data with dbt](#%EF%B8%8F-transform-the-data-with-dbt-). +5. [Build the BI platform with Evidence](#-build-the-bi-platform-with-evidence-). + +> [!NOTE] 😎 **uv** There's a new kid on the block! `uv` is (for now) a Python package manager that aims to grow into a complete Python tooling system. It's from the makers of `ruff`, the very, very fast linter this here project uses. It's still in early development, but it's really impressive, I use it personally instead of `pip` now. You can [install it here](https://github.com/astral-sh/uv) and get going with this project a bit faster (at least less time waiting on `pip`). In my experience so far it works best as a global tool, so we don't install it in your .venv, we don't require it, and this guide will use `pip` for the time being, but I except that to change soon. ### πŸ€– Setup script 🏎️ @@ -40,19 +41,20 @@ We encourage to to run the setup steps for the sake of understanding them more d #### Use the GitHub CLI (Easier for beginners) -1. [Install the GitHub CLI.](https://cli.github.com/) +1. [Install the GitHub CLI.](https://cli.github.com/) 2. `cd path/to/where/you/keep/projects` 3. `gh repo clone gwenwindflower/octocatalog` 4. `cd octocatalog` 5. Next steps! #### Clone via SSH (More standard but a bit more involved) + 1. Set up SSH keys for GitHub. 2. Grab the SSH link from the green `Code` button in the top-right of the repo. It will be under Local > SSH. -4. `cd path/to/where/you/keep/projects` -5. `git clone [ssh-link-you-copied]` -6. `cd octocatalog` -7. Next steps! +3. `cd path/to/where/you/keep/projects` +4. `git clone [ssh-link-you-copied]` +5. `cd octocatalog` +6. Next steps! ### 🐍 Python πŸ’» @@ -72,8 +74,7 @@ Once you have python installed you'll want to set up a virtual environment in th python -m venv .venv ``` -> [!NOTE] -> **What's this `-m` business?** The `-m` stands for module and tells python to run the `venv` module as a script. It's a good practice to do this with `pip` as well, like `python -m pip install [package]` to ensure you're using the right version of pip for the python interpret you're calling. You can run any available python module as a script this way, though it's most commonly used with standard library modules like `venv` and `pip`. +> [!NOTE] > **What's this `-m` business?** The `-m` stands for module and tells python to run the `venv` module as a script. It's a good practice to do this with `pip` as well, like `python -m pip install [package]` to ensure you're using the right version of pip for the python interpret you're calling. You can run any available python module as a script this way, though it's most commonly used with standard library modules like `venv` and `pip`. Once we've got a Python virtual environment set up we'll need to activate it. You can do this with: @@ -81,8 +82,7 @@ Once we've got a Python virtual environment set up we'll need to activate it. Yo source .venv/bin/activate ``` -> [!NOTE] -> **`source` what now?** This may seem magical and complex, "virtual environments" sounds like some futuristic terminology from Blade Runner, but it's actually pretty simple. You have an important environment variable on your machine called `PATH`. It specifices a list of directories that should be looked through, in order of priority, when you call a command like `ls` or `python` or `dbt`. The first match your computer gets it will run that command. What the `activate` script does is make sure the virtual environment folder we just created gets put at the front of that list. This means that when you run `python` or `dbt` or `pip` it will look in the virtual environment folder first, and if it finds a match it will run that. This is how we can install specific versions of packages like `dbt` and `duckdb` into our project and not have to worry about them conflicting with other versions of those packages in other projects. +> [!NOTE] > **`source` what now?** This may seem magical and complex, "virtual environments" sounds like some futuristic terminology from Blade Runner, but it's actually pretty simple. You have an important environment variable on your machine called `PATH`. It specifices a list of directories that should be looked through, in order of priority, when you call a command like `ls` or `python` or `dbt`. The first match your computer gets it will run that command. What the `activate` script does is make sure the virtual environment folder we just created gets put at the front of that list. This means that when you run `python` or `dbt` or `pip` it will look in the virtual environment folder first, and if it finds a match it will run that. This is how we can install specific versions of packages like `dbt` and `duckdb` into our project and not have to worry about them conflicting with other versions of those packages in other projects. Now that we're in an isolated virtual environment we can install the dependencies for this project. You can do this with: @@ -90,8 +90,7 @@ Now that we're in an isolated virtual environment we can install the dependencie python -m pip install -r requirements.txt ``` -> [!NOTE] -> **`-r` u kidding me?** Last thing I promise! The `-r` flag tells `pip` to install all the packages listed in the file that follows it. In this case we're telling pip to install all the packages listed in the `requirements.txt` file. This is a common pattern in Python projects, and you'll see it a lot. +> [!NOTE] > **`-r` u kidding me?** Last thing I promise! The `-r` flag tells `pip` to install all the packages listed in the file that follows it. In this case we're telling pip to install all the packages listed in the `requirements.txt` file. This is a common pattern in Python projects, and you'll see it a lot. #### Putting it all together @@ -109,7 +108,7 @@ This project used [pre-commit](https://pre-commit.com/) to run basic checks for ## πŸ¦† Extract and Load πŸ“₯ -Extract and load is the process of taking data from one source, like an API, and loading it into another source, typically a data warehouse. In our case our source is the GitHub Archive, and our load targets are either: local, [MotherDuck](https://motherduck.com/), or [S3](https://en.wikipedia.org/wiki/Amazon_S3). +Extract and load is the process of taking data from one source, like an API, and loading it into another source, typically a data warehouse. In our case our source is the GitHub Archive, and our load targets are either: local, [MotherDuck](https://motherduck.com/), or (soon [S3](https://en.wikipedia.org/wiki/Amazon_S3)). ### πŸ’» Local usage πŸ’Ύ @@ -117,12 +116,15 @@ You've go two options here: you can [run the `el` scripts directly](#-running-th If you run the script directly, it takes two arguments: a start and end datetime string, both formatted as `'YYYY-MM-DD-HH'`. It is inclusive of both, so for example running `python el.py '2023-09-01-01' '2023-09-01-02'` will load _two_ hours: 1am and 2am on September 9th 2023. Pass the same argument for both to pull just that hour. -> [!NOTE] -> **Careful of data size**. DuckDB is an in-process database engine, which means it runs primarily in memory. This is great for speed and ease of use, but it also means that it's (somewhat) limited by the amount of memory on your machine. The GitHub Archive data is event data that stretches back years, so is very large, and you'll likely run into memory issues if you try to load more than a few days of data at a time. We recommend using a single hour locally when developing. When you want to go bigger for production use you'll probably want to leverage the option below. +> [!NOTE] > **Careful of data size**. DuckDB is an in-process database engine, which means it runs primarily in memory. This is great for speed and ease of use, but it also means that it's (somewhat) limited by the amount of memory on your machine. The GitHub Archive data is event data that stretches back years, so is very large, and you'll likely run into memory issues if you try to load more than a few days of data at a time. We recommend using a single hour locally when developing. When you want to go bigger for production use you'll probably want to leverage the option below. + +### ☁️ _Coming soon!_ Bulk load the data 🚚 + +_This functionality is still cooking!_ -### ☁️ Bulk load the data 🚚 +If you're comfortable with S3 and want to pull a larger amount of data, we've got you covered there as well. The `el-modal.py` script leverages the incredible Modal platform to pull data and upload it to S3 in parallelized, performant cloud containers. It works pretty much like the regular `el.py` script, you supply it with start and end datetime string in `'YYYY-MM-DD-HH'` format, and it goes to town. Modal currently gives you $30 of free credits a month, which is more than enough to pull quite a bit of data. -If you're comfortable with S3 and want to pull a larger amount of data, we've got you covered there as well. The `el-modal.py` script leverages the incredible Modal platform to pull data and upload it to S3 in parallelized, performant cloud containers. It works pretty much like the regular `el.py` script, you supply it with start and end datetime string in `'YYYY-MM-DD-HH'` format, and it goes to town. Modal currently gives you $30 of free credits a month, which is more than enough to pull quite a bit of data. +> [!NOTE] > **S3? Yes, Please**. S3 (Simple Storage Service) is a cloud storage service from Amazon Web Services. It's a very popular choice for data storage and is used by many data warehouses, including MotherDuck. It's a great place to store large amounts of data, and it's very cheap. It's also very easy to use, and you can access it from the command line with the AWS CLI, or from Python with the `boto3` package. It uses "buckets" to store more or less anything, which you can then configure to allow varying levels of access. AWS can be intimidating to get started with, so we'll include a more detailed walkthrough when this is ready. ### πŸ‘Ÿ Task runner πŸƒπŸ»β€β™€οΈ @@ -174,7 +176,7 @@ Tasks included are: | Task | Description | | ---------------- | -------------------------------------------------------------------------- | -| `task setup` | sets up up all required tools to run the stack | +| `task setup` | sets up up all required tools to run the stack | | `task extract` | pull data from github archive for the past day into the data/ directory | | `task load` | load data from the data/ directory into duckdb | | `task transform` | run the dbt transformations | @@ -221,11 +223,17 @@ Evidence is an open-source, code-first BI platform. It integrates beautifully wi ```shell npm install --prefix ./reports # install the dependencies +npm run sources --prefix ./reports # build fresh data from the sources npm run dev --prefix ./reports # run the development server ``` ->[!NOTE] -> **The heck is npm??** Node Package Manager or npm is the standard package manager for JavaScript and its typed superset TypeScript. Evidence is a JavaScript project, so we use npm to install its dependencies and run the development server. You can [learn more here](https://www.npmjs.com/get-npm). An important note is that JS/TS projects generally have a `package.json` file that lists the dependencies for the project as well as scripts for building and running development servers and such. This is similar to the `requirements.txt` file for Python projects, but more full featured. npm (and its cousins pnpm, npx, yarn, and bun) won't require a virtual environment, they just now to be scoped to the directory. They've really got things figured out over in JS land. +> [!NOTE] > **The heck is npm??** Node Package Manager or npm is the standard package manager for JavaScript and its typed superset TypeScript. Evidence is a JavaScript project, so we use npm to install its dependencies and run the development server. You can [learn more here](https://www.npmjs.com/get-npm). An important note is that JS/TS projects generally have a `package.json` file that lists the dependencies for the project as well as scripts for building and running development servers and such. This is similar to the `requirements.txt` file for Python projects, but more full featured. npm (and its cousins pnpm, npx, yarn, and bun) won't require a virtual environment, they just now to be scoped to the directory. They've really got things figured out over in JS land. + +### πŸ“Š Developing pages for Evidence ⚑ + +Evidence uses Markdown and SQL to create beautiful data products. It's powerful and simple, focusing on what matters: the _information_. You can add and edit markdown pages in the `./reports/pages/` directory, and SQL queries those pages can reference in the `./reports/queries/` directory. You can also put queries inline in the Markdown files inside of code fences, although stylistically this project prefers queries go in SQL files in the `queries` directory for reusability and clarity. Because Evidence uses a WASM DuckDB implementation to make pages dynamic, you can even chain queries together, referencing other queries as the input to your new query. We recommend you utilize this to keep queries tight and super readable. CTEs in the BI section's queries are a sign that you might want to chunk your query up into a chain for flexibility and clarity. Sources point to the raw tables, either in your local DuckDB database file or in MotherDuck if you're running prod mode. You add a `select * [model]` query to the `./reports/sources/` directory and re-run `npm run sources --prefix ./reports` and you're good to go. + +Evidence's dev server uses hot reloading, so you can see your changes in real time as you develop. It's a really neat tool, and I'm excited to see what you build with it. --- diff --git a/Taskfile.yml b/Taskfile.yml index e5415ec..d249696 100644 --- a/Taskfile.yml +++ b/Taskfile.yml @@ -36,6 +36,7 @@ tasks: - dbt build --target prod bi: cmds: + - npm run sources --prefix ./reports - npm run dev --prefix ./reports clean: cmds: diff --git a/models/marts/issue_events.sql b/models/marts/issue_events.sql index 299e539..a6103fc 100644 --- a/models/marts/issue_events.sql +++ b/models/marts/issue_events.sql @@ -1,10 +1,24 @@ +{{ + config( + materialized = 'incremental', + unique_key = 'event_id', + ) +}} + with issue_events as ( select *, from {{ ref('stg_events') }} - where event_type = 'IssuesEvent' + where + event_type = 'IssuesEvent' + + {% if is_incremental() %} + and event_created_at >= coalesce( + (select max(event_created_at), from {{ this }}), '1900-01-01' + ) + {% endif %} ), diff --git a/models/marts/pull_request_events.sql b/models/marts/pull_request_events.sql index 12e29a2..7caa39f 100644 --- a/models/marts/pull_request_events.sql +++ b/models/marts/pull_request_events.sql @@ -1,11 +1,24 @@ +{{ + config( + materialized = 'incremental', + unique_key = 'event_id', + ) +}} + with pull_request_events as ( select *, from {{ ref('stg_events') }} - where event_type = 'PullRequestEvent' + where + event_type = 'PullRequestEvent' + {% if is_incremental() %} + and event_created_at >= coalesce( + (select max(event_created_at), from {{ this }}), '1900-01-01' + ) + {% endif %} ), unnest_json as ( diff --git a/models/marts/push_events.sql b/models/marts/push_events.sql index e14a7bc..410c94a 100644 --- a/models/marts/push_events.sql +++ b/models/marts/push_events.sql @@ -1,10 +1,24 @@ +{{ + config( + materialized = 'incremental', + unique_key = 'event_id', + ) +}} + with push_events as ( select *, from {{ ref('stg_events') }} - where event_type in ('PushEvent') + where + event_type in ('PushEvent') + + {% if is_incremental() %} + and event_created_at >= coalesce( + (select max(event_created_at), from {{ this }}), '1900-01-01' + ) + {% endif %} ), diff --git a/models/marts/repos.sql b/models/marts/repos.sql index 4b579ac..d084010 100644 --- a/models/marts/repos.sql +++ b/models/marts/repos.sql @@ -1,13 +1,22 @@ +{{ + config( + materialized = 'incremental', + unique_key = 'repo_id', + ) +}} + with distill_repos_from_events as ( select - {{ dbt_utils.generate_surrogate_key([ - 'repo_id', - 'repo_name', - 'repo_url' - ]) }} as repo_uuid, + {{ + dbt_utils.generate_surrogate_key([ + 'repo_id', + 'repo_name', + 'repo_url' + ]) + }} as repo_state_uuid, repo_id, repo_name, repo_url, @@ -15,6 +24,15 @@ distill_repos_from_events as ( from {{ ref('stg_events') }} + where + true + + {% if is_incremental() %} + and event_created_at >= coalesce( + (select max(updated_at), from {{ this }}), '1900-01-01' + ) + {% endif %} + group by all ), @@ -22,9 +40,11 @@ distill_repos_from_events as ( rank_most_recent_repo_state as ( select + -- we probably should group down to id for repos that change names? repo_id, repo_name, repo_url, + repo_state_last_seen_at as updated_at, row_number() over ( partition by repo_id order by repo_state_last_seen_at desc @@ -40,6 +60,7 @@ pull_most_recent_repo_state as ( repo_id, repo_name, repo_url, + updated_at, from rank_most_recent_repo_state diff --git a/models/marts/users.sql b/models/marts/users.sql index 98228ab..c3b299a 100644 --- a/models/marts/users.sql +++ b/models/marts/users.sql @@ -1,3 +1,10 @@ +{{ + config( + materialized = 'incremental', + unique_key = 'actor_id', + ) +}} + with distill_user_states_from_events as ( @@ -23,6 +30,15 @@ distill_user_states_from_events as ( from {{ ref('stg_events') }} + where + true + + {% if is_incremental() %} + and event_created_at >= coalesce( + (select max(updated_at), from {{ this }}), '1900-01-01' + ) + {% endif %} + group by all ), @@ -36,6 +52,7 @@ rank_user_state_recency as ( actor_display_login, actor_url, actor_avatar_url, + user_state_last_seen_at as updated_at, row_number() over ( partition by actor_id order by user_state_last_seen_at desc @@ -54,6 +71,7 @@ pull_most_recent_user_state as ( actor_display_login, actor_url, actor_avatar_url, + updated_at, from rank_user_state_recency diff --git a/package-lock.yml b/package-lock.yml new file mode 100644 index 0000000..eddc3be --- /dev/null +++ b/package-lock.yml @@ -0,0 +1,4 @@ +packages: +- package: dbt-labs/dbt_utils + version: 1.1.1 +sha1_hash: a158c48c59c2bb7d729d2a4e215aabe5bb4f3353 diff --git a/reports/.evidence/customization/.profile.json b/reports/.evidence/customization/.profile.json new file mode 100644 index 0000000..5975154 --- /dev/null +++ b/reports/.evidence/customization/.profile.json @@ -0,0 +1 @@ +{"anonymousId":"4e1c263e-331d-4914-b94a-8a1e2af26196","traits":{"projectCreated":"2024-02-18T01:00:18.140Z"}} diff --git a/reports/.evidence/customization/custom-formatting.json b/reports/.evidence/customization/custom-formatting.json index ae3fe65..5bde568 100644 --- a/reports/.evidence/customization/custom-formatting.json +++ b/reports/.evidence/customization/custom-formatting.json @@ -1,4 +1,4 @@ { "version": "1.0", "customFormats": [] -} +} \ No newline at end of file diff --git a/reports/.gitignore b/reports/.gitignore index be9f095..a3863d4 100644 --- a/reports/.gitignore +++ b/reports/.gitignore @@ -3,7 +3,6 @@ build node_modules .DS_Store +static/data +*.options.yaml .vscode/settings.json - -.duckdb -.db diff --git a/reports/.npmrc b/reports/.npmrc index 4b92dc6..57d2290 100644 --- a/reports/.npmrc +++ b/reports/.npmrc @@ -1,3 +1,3 @@ loglevel=error audit=false -fund=false +fund=false \ No newline at end of file diff --git a/reports/README.md b/reports/README.md index fe6018a..a11b9f4 100644 --- a/reports/README.md +++ b/reports/README.md @@ -2,29 +2,36 @@ Welcome to Evidence. Use this project template to get started. -[Share your feedback with the Evidence team](https://du3tapwtcbi.typeform.com/to/GZNZe1GY) +## Get Started from VS Code -## Getting Started +The easiest way to get started is using the [VS Code Extension](https://marketplace.visualstudio.com/items?itemName=evidence-dev.evidence), which copies this template. -Check out the docs for [alternative install methods](https://docs.evidence.dev/getting-started/install-evidence) including Docker, Github Codespaces, and alongside dbt. +1. Install the extension from the VS Code Marketplace +2. Open the Command Palette (Ctrl/Cmd + Shift + P) and enter `Evidence: New Evidence Project` +3. Click `Start Evidence` in the bottom status bar + +## Get Started using the CLI -```shell +```bash npx degit evidence-dev/template my-project -cd my-project -npm install -npm run dev +cd my-project +npm install +npm run sources +npm run dev ``` -Once you've launched Evidence, this project includes a short tutorial to help you get started. +Check out the docs for [alternative install methods](https://docs.evidence.dev/getting-started/install-evidence) including Docker, Github Codespaces, and alongside dbt. -Don't clone this repo, just download the code using the steps above. ## Codespaces -If you are using this template in Codespaces, click the Start Evidence button in the bottom left toolbar, or use the following commands to get started: +If you are using this template in Codespaces, click the `Start Evidence` button in the bottom status bar. + +Alternatively, use the following commands to get started: -```shell +```bash npm install +npm run sources npm run dev -- --host 0.0.0.0 ``` @@ -38,12 +45,12 @@ If you see `βœ— orders_by_month Missing database credentials`, you need to add t 1. Open the settings menu at [localhost:3000/settings](http://localhost:3000/settings) 2. select `DuckDB` -3. enter `octocatalog` -4. select `.db` and save +3. enter `needful_things` +4. select `.duckdb` and save ## Learning More - [Docs](https://docs.evidence.dev/) - [Github](https://github.com/evidence-dev/evidence) -- [Slack Community](https://join.slack.com/t/evidencedev/shared_invite/zt-uda6wp6a-hP6Qyz0LUOddwpXW5qG03Q) +- [Slack Community](https://slack.evidence.dev/) - [Evidence Home Page](https://www.evidence.dev) diff --git a/reports/evidence.plugins.yaml b/reports/evidence.plugins.yaml index 6a14afd..044e807 100644 --- a/reports/evidence.plugins.yaml +++ b/reports/evidence.plugins.yaml @@ -1,7 +1,8 @@ + components: # This loads all of evidence's core charts and UI components # You probably don't want to edit this dependency unless you know what you are doing - @evidence-dev/core-components: {} + "@evidence-dev/core-components": {} # Loading a plugin: # your-component-plugin: {} @@ -25,3 +26,16 @@ components: # - SomeOtherComponent # # For more info: https://docs.evidence.dev/plugins/using-plugins/ +datasources: + # You can add additional datasources here by adding npm packages. + # Make to also add them to `package.json`. + "@evidence-dev/bigquery": { } + "@evidence-dev/csv": { } + "@evidence-dev/databricks": { } + "@evidence-dev/duckdb": { } + "@evidence-dev/mssql": { } + "@evidence-dev/mysql": { } + "@evidence-dev/postgres": { } + "@evidence-dev/snowflake": { } + "@evidence-dev/sqlite": { } + "@evidence-dev/trino": { } diff --git a/reports/package-lock.json b/reports/package-lock.json index 73e246c..a0ba883 100644 --- a/reports/package-lock.json +++ b/reports/package-lock.json @@ -1,19 +1,49 @@ { - "name": "octocatalog", + "name": "my-evidence-project", "version": "0.0.1", "lockfileVersion": 3, "requires": true, "packages": { "": { - "name": "octocatalog", + "name": "my-evidence-project", "version": "0.0.1", "dependencies": { - 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">=12.17" + } + }, + "node_modules/@75lb/deep-merge/node_modules/typical": { + "version": "7.1.1", + "resolved": "https://registry.npmjs.org/typical/-/typical-7.1.1.tgz", + "integrity": "sha512-T+tKVNs6Wu7IWiAce5BgMd7OZfNYUndHwc5MknN+UHOudi7sGZzuHdCadllRuqJ3fPtgFtIH9+lt9qRv6lmpfA==", + "engines": { + "node": ">=12.17" } }, "node_modules/@alloc/quick-lru": { @@ -27,1617 +57,3478 @@ "url": "https://github.com/sponsors/sindresorhus" } }, - "node_modules/@azure/abort-controller": { - "version": "1.1.0", - "resolved": "https://registry.npmjs.org/@azure/abort-controller/-/abort-controller-1.1.0.tgz", - "integrity": "sha512-TrRLIoSQVzfAJX9H1JeFjzAoDGcoK1IYX1UImfceTZpsyYfWr09Ss1aHW1y5TrrR3iq6RZLBwJ3E24uwPhwahw==", - "peer": true, + "node_modules/@astronautlabs/jsonpath": { + "version": "1.1.2", + "resolved": "https://registry.npmjs.org/@astronautlabs/jsonpath/-/jsonpath-1.1.2.tgz", + "integrity": "sha512-FqL/muoreH7iltYC1EB5Tvox5E8NSOOPGkgns4G+qxRKl6k5dxEVljUjB5NcKESzkqwnUqWjSZkL61XGYOuV+A==", 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"peer": true, "engines": { "node": ">=10" }, @@ -9370,21 +11487,26 @@ } }, "node_modules/zod": { - "version": "3.22.2", - "resolved": "https://registry.npmjs.org/zod/-/zod-3.22.2.tgz", - "integrity": "sha512-wvWkphh5WQsJbVk1tbx1l1Ly4yg+XecD+Mq280uBGt9wa5BKSWf4Mhp6GmrkPixhMxmabYY7RbzlwVP32pbGCg==", + "version": "3.22.4", + "resolved": "https://registry.npmjs.org/zod/-/zod-3.22.4.tgz", + "integrity": "sha512-iC+8Io04lddc+mVqQ9AZ7OQ2MrUKGN+oIQyq1vemgt46jwCwLfhq7/pwnBnNXXXZb8VTVLKwp9EDkx+ryxIWmg==", "funding": { "url": "https://github.com/sponsors/colinhacks" } }, "node_modules/zrender": { - "version": "5.4.3", - "resolved": "https://registry.npmjs.org/zrender/-/zrender-5.4.3.tgz", - "integrity": "sha512-DRUM4ZLnoaT0PBVvGBDO9oWIDBKFdAVieNWxWwK0niYzJCMwGchRk21/hsE+RKkIveH3XHCyvXcJDkgLVvfizQ==", + "version": "5.4.4", + "resolved": "https://registry.npmjs.org/zrender/-/zrender-5.4.4.tgz", + "integrity": "sha512-0VxCNJ7AGOMCWeHVyTrGzUgrK4asT4ml9PEkeGirAkKNYXYzoPJCLvmyfdoOXcjTHPs10OZVMfD1Rwg16AZyYw==", "dependencies": { "tslib": "2.3.0" } }, + "node_modules/zrender/node_modules/tslib": { + "version": "2.3.0", + "resolved": "https://registry.npmjs.org/tslib/-/tslib-2.3.0.tgz", + "integrity": "sha512-N82ooyxVNm6h1riLCoyS9e3fuJ3AMG2zIZs2Gd1ATcSFjSA23Q0fzjjZeh0jbJvWVDZ0cJT8yaNNaaXHzueNjg==" + }, "node_modules/zwitch": { "version": "2.0.4", "resolved": "https://registry.npmjs.org/zwitch/-/zwitch-2.0.4.tgz", diff --git a/reports/package.json b/reports/package.json index c64af83..ad9b784 100644 --- a/reports/package.json +++ b/reports/package.json @@ -1,20 +1,32 @@ { - "name": "octocatalog", + "name": "my-evidence-project", "version": "0.0.1", "scripts": { "build": "evidence build", "build:strict": "evidence build:strict", "dev": "evidence dev --open /", - "test": "evidence build" + "test": "evidence build", + "sources": "evidence sources", + "preview": "evidence preview" }, "engines": { "npm": ">=7.0.0", - "node": ">=16.14.0" + "node": ">=18.0.0" }, "type": "module", "dependencies": { - "@evidence-dev/core-components": "^2.0.2", - "@evidence-dev/evidence": "^21.0.3" + "@evidence-dev/bigquery": "^2.0.4", + "@evidence-dev/core-components": "^3.3.1", + "@evidence-dev/csv": "^1.0.6", + "@evidence-dev/databricks": "^1.0.3", + "@evidence-dev/duckdb": "^1.0.6", + "@evidence-dev/evidence": "^27.0.1", + "@evidence-dev/mssql": "^1.0.5", + "@evidence-dev/mysql": "^1.1.0", + "@evidence-dev/postgres": "^1.0.3", + "@evidence-dev/snowflake": "^1.0.3", + "@evidence-dev/sqlite": "^2.0.3", + "@evidence-dev/trino": "^1.0.4" }, "overrides": { "jsonwebtoken": "9.0.0", diff --git a/reports/pages/index.md b/reports/pages/index.md index 734f534..708426c 100644 --- a/reports/pages/index.md +++ b/reports/pages/index.md @@ -7,67 +7,3 @@ title: 😸Welcome to the octocatalog!πŸ’Ύ This site is a sandbox for exploring open source data applications and tooling. It is built with [Evidence](https://evidence.dev), a code-forward analytics platform for data teams, and is powered by [dbt](https://getdbt.com), the industry-standard control plane for data transformation, and [DuckDB](https://duckdb.org), a high-performance embeddable analytical database. Specifically, the production deployment of this site gets data from [MotherDuck](https://motherduck.com/), a cloud warehouse built on DuckDB, but this project can run completely locally on your machine or a devcontainer. Check out the [Github repo](https://github.com/gwenwindflower/octocatalog) to learn more and contribute! - - - - - - - -```sql top_users_by_pull_requests -select - user_login, - count(distinct pull_request_id) as number_of_prs, -from octocatalog.pull_request_events -where user_login not like ('%[bot]') -group by 1 -order by 2 desc -limit 10 -``` - -```sql issues_per_repo -select - repo_name, - count(distinct issue_id) as number_of_issues, -from octocatalog.issue_events -group by 1 -having number_of_issues > 2 -order by 2 desc -``` - -```sql issues_per_day -select - date_trunc('day', issue_created_at) as created_date, - count(distinct issue_id) as number_of_issues, -from octocatalog.issue_events -group by 1 -order by 1 -``` - -```sql repos_with_most_unique_contributors -select - repos.repo_name, - count(distinct pull_request_events.user_id) as number_of_contributors, -from octocatalog.pull_request_events -left join octocatalog.repos on repos.repo_id = pull_request_events.repo_id -where - pull_request_events.user_login not like ('%[bot]') and - pull_request_events.pull_request_merged_at is not null -group by 1 -having number_of_contributors > 2 -``` diff --git a/reports/pages/issues.md b/reports/pages/issues.md index 739f657..7b830d5 100644 --- a/reports/pages/issues.md +++ b/reports/pages/issues.md @@ -1,40 +1,34 @@ --- title: Analyzing Issues -sources: - - issues.sql --- In the last hours there have been events across repositories! This has involved contributors opening and closing issues, and respectively. was the top contributor with issues added to repository! -
-
- - - - - - ### Issues by hour + hours there have b series="issue_action" /> - - - - ### Issues summary by repo + - - - - - + search="true" + link="issue_repo_url"> + + + + + -## Issue Sample -```sql issuesraw -select * from ${issues} limit 100 - -``` - -
- _The longest content issue in the data set reads:_ -
+
```sql issue_summary -select +select count(1)::INT as issues, count(distinct actor_id)::INT as actor_count, count(distinct repo_id)::INT as repo_count, - date_diff('hour', min(event_created_at)::TIMESTAMPTZ, now()::TIMESTAMPTZ) as last_hours, + date_diff('hour', min(event_created_at)::TIMESTAMP, now()::TIMESTAMP) as last_hours, count(1) filter(where issue_action = 'opened')::INT as opened_events, count(1) filter(where issue_action = 'closed')::INT as closed_events, -from ${issues} +from quack.issues ``` + + ```sql top_actor - select - actor_login, + select + actor_login, count(1) as actor_events, - from ${issues} + from quack.issues group by all having actor_events>1 order by actor_login desc @@ -97,19 +81,18 @@ from ${issues} ```sql top_actor_repo select repo_name, count(1) as repo_events - from ${issues} + from quack.issues where actor_login = (select actor_login from ${top_actor}) group by all limit 1 ``` - ```sql issue_content_len - select + select left(issue_body, 400) as content_summary, issue_body, length(issue_body) as issue_body_len, - from ${issues} + from quack.issues group by all order by issue_body_len desc limit 1 @@ -117,21 +100,21 @@ from ${issues} ```sql issue_count select count(1) as issues, - count(1) - count(1) filter(where issue_created_at < now() AT TIME ZONE 'UTC' - interval '1 Day') as count_day_prior, - from ${issues} + count(1) - count(1) filter(where issue_created_at < now()::timestamp - interval '1 Day') as count_day_prior, + from quack.issues group by all ``` ```sql issue_count_hour - select + select date_trunc('hour', event_created_at) as hour_of_day, - case + case when issue_action = 'opened' then 'Opened' when issue_action = 'closed' then 'Closed' else issue_action end as issue_action, count(1) as issues, - from ${issues} + from quack.issues group by all order by all @@ -145,7 +128,7 @@ select count(distinct actor_id) as actors, count(1) filter(where issue_action = 'opened') as opened_events, count(1) filter(where issue_action = 'closed') as closed_events, -from ${issues} +from quack.issues group by all having number_of_issues > 2 order by 2 desc diff --git a/reports/pages/pull_requests.md b/reports/pages/pull_requests.md index 9ed2606..54c88f3 100644 --- a/reports/pages/pull_requests.md +++ b/reports/pages/pull_requests.md @@ -2,4 +2,32 @@ title: Analyzing Pull Requests --- -Coming soon! You could contribute this page! +## PRs opened per hour + +```sql pr_actions + +select distinct pull_request_action from quack.pull_requests + +``` + + + +```sql prs_acted_on_per_hour +select + date_trunc('hour', event_created_at) as hour_event_at, + count(*) as pull_requests_acted_on +from quack.pull_requests +where pull_request_action = '${inputs.pr_action}' +group by 1 +order by 2 +``` + + diff --git a/reports/sources/issues.sql b/reports/sources/issues.sql deleted file mode 100644 index 47bda6b..0000000 --- a/reports/sources/issues.sql +++ /dev/null @@ -1 +0,0 @@ -select * from octocatalog.issue_events diff --git a/reports/sources/quack/connection.yaml b/reports/sources/quack/connection.yaml new file mode 100644 index 0000000..61e1b5c --- /dev/null +++ b/reports/sources/quack/connection.yaml @@ -0,0 +1,5 @@ +# This file was automatically generated +name: quack +type: duckdb +options: + filename: ../../octocatalog.db diff --git a/reports/sources/quack/issues.sql b/reports/sources/quack/issues.sql new file mode 100644 index 0000000..c1b838c --- /dev/null +++ b/reports/sources/quack/issues.sql @@ -0,0 +1 @@ +select * from main.issue_events; diff --git a/reports/sources/quack/pull_requests.sql b/reports/sources/quack/pull_requests.sql new file mode 100644 index 0000000..3539666 --- /dev/null +++ b/reports/sources/quack/pull_requests.sql @@ -0,0 +1 @@ +select * from main.pull_request_events limit 20000; diff --git a/requirements.in b/requirements.in new file mode 100644 index 0000000..5fc8a35 --- /dev/null +++ b/requirements.in @@ -0,0 +1,13 @@ +black +boto3 +dbt-metricflow[duckdb] +duckdb~=0.9.2 +halo +isort +modal +pre-commit +requests +ruff +sqlfluff-templater-dbt +sqlfluff +tqdm diff --git a/requirements.txt b/requirements.txt index f86cd41..bfe7891 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,13 +1,349 @@ -black~=23.9.1 -boto3~=1.28.57 -dbt-metricflow[duckdb]~=0.3.0 -duckdb~=0.8.1 -halo~=0.0.31 -isort~=5.12.0 -modal~=0.53.3683 -pre-commit~=3.4.0 -requests~=2.31.0 -ruff~=0.0.291 -sqlfluff-templater-dbt~=2.3.2 -sqlfluff~=2.3.2 -tqdm~=4.66.1 +# This file was autogenerated by uv v0.1.4 via the following command: +# uv pip compile -U requirements.in -o requirements.txt +agate==1.7.1 + # via dbt-core +aiohttp==3.9.3 + # via modal +aiosignal==1.3.1 + # via aiohttp +aiostream==0.5.2 + # via modal +anyio==4.2.0 + # via + # starlette + # watchfiles +appdirs==1.4.4 + # via sqlfluff +asgiref==3.7.2 + # via modal +attrs==23.2.0 + # via + # aiohttp + # jsonschema + # referencing + # sigtools +babel==2.14.0 + # via agate +black==24.2.0 +boto3==1.34.44 +botocore==1.34.44 + # via + # boto3 + # s3transfer +certifi==2024.2.2 + # via + # modal + # requests +cffi==1.16.0 + # via dbt-core +cfgv==3.4.0 + # via pre-commit +chardet==5.2.0 + # via + # diff-cover + # sqlfluff +charset-normalizer==3.3.2 + # via requests +click==8.1.7 + # via + # black + # dbt-core + # dbt-semantic-interfaces + # metricflow + # modal + # sqlfluff + # typer +cloudpickle==2.2.1 + # via modal +colorama==0.4.6 + # via + # dbt-core + # halo + # log-symbols + # sqlfluff +dbt-core==1.7.8 + # via + # dbt-duckdb + # dbt-metricflow + # metricflow + # sqlfluff-templater-dbt +dbt-duckdb==1.7.1 + # via dbt-metricflow +dbt-extractor==0.5.1 + # via dbt-core +dbt-metricflow==0.5.0 +dbt-semantic-interfaces==0.4.3 + # via + # dbt-core + # metricflow +diff-cover==8.0.3 + # via sqlfluff +distlib==0.3.8 + # via virtualenv +duckdb==0.9.2 + # via dbt-duckdb +fastapi==0.109.2 + # via modal +filelock==3.13.1 + # via virtualenv +frozenlist==1.4.1 + # via + # aiohttp + # aiosignal +graphviz==0.20.1 + # via metricflow +grpclib==0.4.7 + # via modal +h2==4.1.0 + # via grpclib +halo==0.0.31 + # via metricflow +hpack==4.0.0 + # via h2 +hyperframe==6.0.1 + # via h2 +identify==2.5.35 + # via pre-commit +idna==3.6 + # via + # anyio + # dbt-core + # requests + # yarl +importlib-metadata==6.11.0 + # via + # dbt-semantic-interfaces + # modal +iniconfig==2.0.0 + # via pytest +isodate==0.6.1 + # via + # agate + # dbt-core +isort==5.13.2 +jinja2==3.1.3 + # via + # dbt-core + # dbt-semantic-interfaces + # diff-cover + # jinja2-simple-tags + # metricflow + # sqlfluff +jinja2-simple-tags==0.5.0 + # via sqlfluff-templater-dbt +jmespath==1.0.1 + # via + # boto3 + # botocore +jsonschema==4.21.1 + # via + # dbt-core + # dbt-semantic-interfaces +jsonschema-specifications==2023.12.1 + # via jsonschema +leather==0.3.4 + # via agate +log-symbols==0.0.14 + # via halo +logbook==1.5.3 + # via dbt-core +markdown-it-py==3.0.0 + # via rich +markupsafe==2.1.5 + # via + # jinja2 + # sqlfluff-templater-dbt +mashumaro==3.12 + # via dbt-core +mdurl==0.1.2 + # via markdown-it-py +metricflow==0.204.0 + # via dbt-metricflow +minimal-snowplow-tracker==0.0.2 + # via dbt-core +modal==0.57.53 +more-itertools==10.1.0 + # via + # dbt-semantic-interfaces + # metricflow +msgpack==1.0.7 + # via mashumaro +multidict==6.0.5 + # via + # aiohttp + # grpclib + # yarl +mypy-extensions==1.0.0 + # via black +networkx==3.2.1 + # via dbt-core +nodeenv==1.8.0 + # via pre-commit +numpy==1.26.4 + # via + # metricflow + # pandas +packaging==23.2 + # via + # black + # dbt-core + # pytest +pandas==1.5.3 + # via metricflow +parsedatetime==2.6 + # via agate +pathspec==0.11.2 + # via + # black + # dbt-core + # sqlfluff +platformdirs==4.2.0 + # via + # black + # virtualenv +pluggy==1.4.0 + # via + # diff-cover + # pytest +pre-commit==3.6.2 +protobuf==4.25.3 + # via + # dbt-core + # modal +pycparser==2.21 + # via cffi +pydantic==1.10.14 + # via + # dbt-semantic-interfaces + # fastapi + # metricflow + # sqlfluff-templater-dbt +pygments==2.17.2 + # via + # diff-cover + # rich +pytest==8.0.1 + # via sqlfluff +python-dateutil==2.8.2 + # via + # botocore + # dbt-semantic-interfaces + # metricflow + # pandas +python-slugify==8.0.4 + # via agate +pytimeparse==1.1.8 + # via agate +pytz==2024.1 + # via + # dbt-core + # pandas +pyyaml==6.0.1 + # via + # dbt-core + # dbt-semantic-interfaces + # metricflow + # pre-commit + # sqlfluff +rapidfuzz==3.6.1 + # via metricflow +referencing==0.33.0 + # via + # jsonschema + # jsonschema-specifications +regex==2023.12.25 + # via sqlfluff +requests==2.31.0 + # via + # dbt-core + # minimal-snowplow-tracker + # update-checker +rich==13.7.0 + # via + # modal + # sqlfluff-templater-dbt +rpds-py==0.18.0 + # via + # jsonschema + # referencing +ruamel-yaml==0.17.40 + # via + # metricflow + # sqlfluff-templater-dbt +ruamel-yaml-clib==0.2.8 + # via ruamel-yaml +ruff==0.2.2 +s3transfer==0.10.0 + # via boto3 +setuptools==69.1.0 + # via nodeenv +sigtools==4.0.1 + # via synchronicity +six==1.16.0 + # via + # halo + # isodate + # leather + # minimal-snowplow-tracker + # python-dateutil +sniffio==1.3.0 + # via anyio +spinners==0.0.24 + # via halo +sqlfluff==2.3.5 + # via sqlfluff-templater-dbt +sqlfluff-templater-dbt==2.3.5 +sqlparse==0.4.4 + # via dbt-core +starlette==0.36.3 + # via fastapi +synchronicity==0.6.2 + # via modal +tabulate==0.9.0 + # via metricflow +tblib==3.0.0 + # via + # modal + # sqlfluff +termcolor==2.4.0 + # via halo +text-unidecode==1.3 + # via python-slugify +toml==0.10.2 + # via modal +tqdm==4.66.2 + # via sqlfluff +typer==0.9.0 + # via modal +types-certifi==2021.10.8.3 + # via modal +types-toml==0.10.8.7 + # via modal +typing-extensions==4.9.0 + # via + # aiostream + # dbt-core + # dbt-semantic-interfaces + # fastapi + # mashumaro + # metricflow + # modal + # pydantic + # sqlfluff + # synchronicity + # typer +update-checker==0.18.0 + # via metricflow +urllib3==1.26.18 + # via + # botocore + # dbt-core + # requests +virtualenv==20.25.0 + # via pre-commit +watchfiles==0.21.0 + # via modal +yarl==1.9.4 + # via aiohttp +zipp==3.17.0 + # via importlib-metadata