From dc95c494ca74b6acb9f0e9fc091458ea2049f863 Mon Sep 17 00:00:00 2001 From: Matt Shaver <60105315+matthewshaver@users.noreply.github.com> Date: Wed, 10 Apr 2024 11:41:55 -0400 Subject: [PATCH] Initial commit --- .github/static/codespaces-setup-screen.png | Bin 0 -> 27564 bytes .github/static/open-codespace.gif | Bin 0 -> 454659 bytes .github/static/use-template.gif | Bin 0 -> 139894 bytes .github/workflows/cd_prod.yml | 55 ++++++ .github/workflows/cd_staging.yml | 55 ++++++ .github/workflows/ci.yml | 56 ++++++ .../workflows/scripts/dbt_cloud_run_job.py | 134 +++++++++++++ .gitignore | 16 ++ .pre-commit-config.yaml | 14 ++ .sqlfluff | 40 ++++ .sqlfluffignore | 4 + README.md | 155 +++++++++++++++ Taskfile.yml | 38 ++++ analyses/.gitkeep | 0 data-tests/.gitkeep | 0 dbt_project.yml | 37 ++++ macros/cents_to_dollars.sql | 13 ++ macros/generate_schema_name.sql | 23 +++ models/marts/customers.sql | 58 ++++++ models/marts/customers.yml | 106 ++++++++++ models/marts/locations.sql | 9 + models/marts/locations.yml | 24 +++ models/marts/metricflow_time_spine.sql | 19 ++ models/marts/order_items.sql | 66 +++++++ models/marts/order_items.yml | 181 +++++++++++++++++ models/marts/orders.sql | 77 ++++++++ models/marts/orders.yml | 183 ++++++++++++++++++ models/marts/products.sql | 9 + models/marts/products.yml | 26 +++ models/marts/supplies.sql | 9 + models/marts/supplies.yml | 24 +++ models/staging/__sources.yml | 24 +++ models/staging/stg_customers.sql | 23 +++ models/staging/stg_customers.yml | 9 + models/staging/stg_locations.sql | 29 +++ models/staging/stg_locations.yml | 43 ++++ models/staging/stg_order_items.sql | 22 +++ models/staging/stg_order_items.yml | 16 ++ models/staging/stg_orders.sql | 33 ++++ models/staging/stg_orders.yml | 12 ++ models/staging/stg_products.sql | 34 ++++ models/staging/stg_products.yml | 9 + models/staging/stg_supplies.sql | 31 +++ models/staging/stg_supplies.yml | 12 ++ package-lock.yml | 6 + packages.yml | 5 + requirements.in | 3 + requirements.txt | 65 +++++++ seeds/.gitkeep | 0 49 files changed, 1807 insertions(+) create mode 100644 .github/static/codespaces-setup-screen.png create mode 100644 .github/static/open-codespace.gif create mode 100644 .github/static/use-template.gif create mode 100644 .github/workflows/cd_prod.yml create mode 100644 .github/workflows/cd_staging.yml create mode 100644 .github/workflows/ci.yml create mode 100644 .github/workflows/scripts/dbt_cloud_run_job.py create mode 100644 .gitignore create mode 100644 .pre-commit-config.yaml create mode 100644 .sqlfluff create mode 100644 .sqlfluffignore create mode 100644 README.md create mode 100644 Taskfile.yml create mode 100644 analyses/.gitkeep create mode 100644 data-tests/.gitkeep create mode 100644 dbt_project.yml create mode 100644 macros/cents_to_dollars.sql create mode 100644 macros/generate_schema_name.sql create mode 100644 models/marts/customers.sql create mode 100644 models/marts/customers.yml create mode 100644 models/marts/locations.sql create mode 100644 models/marts/locations.yml create mode 100644 models/marts/metricflow_time_spine.sql create mode 100644 models/marts/order_items.sql create mode 100644 models/marts/order_items.yml create mode 100644 models/marts/orders.sql create mode 100644 models/marts/orders.yml create mode 100644 models/marts/products.sql create mode 100644 models/marts/products.yml create mode 100644 models/marts/supplies.sql create mode 100644 models/marts/supplies.yml create mode 100644 models/staging/__sources.yml create mode 100644 models/staging/stg_customers.sql create mode 100644 models/staging/stg_customers.yml create mode 100644 models/staging/stg_locations.sql create mode 100644 models/staging/stg_locations.yml create mode 100644 models/staging/stg_order_items.sql create mode 100644 models/staging/stg_order_items.yml create mode 100644 models/staging/stg_orders.sql create mode 100644 models/staging/stg_orders.yml create mode 100644 models/staging/stg_products.sql create mode 100644 models/staging/stg_products.yml create mode 100644 models/staging/stg_supplies.sql create mode 100644 models/staging/stg_supplies.yml create mode 100644 package-lock.yml create mode 100644 packages.yml create mode 100644 requirements.in create mode 100644 requirements.txt create mode 100644 seeds/.gitkeep diff --git a/.github/static/codespaces-setup-screen.png b/.github/static/codespaces-setup-screen.png new file mode 100644 index 0000000000000000000000000000000000000000..e028f267231e2ab927616d6f6b2a6f7ac93d79d3 GIT binary patch literal 27564 zcmeEtWmp_Z7cLM85CQ~(1PBhnHMqOG4l)oRxCM6z?i!rn?(XjH?g{QTxXqn>oBejb z-TUkQzVmeVRQKtUQ`KE{&ikGYR*(}%eueuA3JMBYQbI%t3hG5FB;A1U5_0^M8w9!V zs>W1USV2-)m`K6a+Q`(x5DH2nI4%KRMR_0nE7;AN3lSQfgoym|g9OFb*a=~@9Nz*z zG672B53m@`RSiBgAwet-qSzuB+DJs^y*`+|Fj)42SZEGF+64s{Yz|nbb(hmr_T5M0 zHkqCDBygJ7NfHv2{}^WIv>rJWvxr6vBfq?njK%x6{0Kw>FUWpCsWkEwCgS7b!YU+9 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See job status at {run_status_link}") + + # check status indefinitely with an initial wait period + time.sleep(30) + while True: + status = get_run_status(req_status_url, req_auth_header) + print(f"Run status -> {status}") + + if status in ["Error", "Cancelled"]: + raise Exception(f"Run failed or canceled. See why at {run_status_link}") + + if status == "Success": + print(f"Job completed successfully! See details at {run_status_link}") + return + + time.sleep(10) + + +if __name__ == "__main__": + main() diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..f2a1d25 --- /dev/null +++ b/.gitignore @@ -0,0 +1,16 @@ +.venv +venv +.env +env + +target/ +dbt_packages/ +logs/ +profiles.yml + +.DS_Store + +.user.yml + +.ruff_cache +__pycache__ diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml new file mode 100644 index 0000000..954c49b --- /dev/null +++ b/.pre-commit-config.yaml @@ -0,0 +1,14 @@ +repos: + - repo: https://github.com/pre-commit/pre-commit-hooks + rev: v4.5.0 + hooks: + - id: check-yaml + - id: end-of-file-fixer + - id: trailing-whitespace + - id: requirements-txt-fixer + - repo: https://github.com/charliermarsh/ruff-pre-commit + rev: v0.3.4 + hooks: + - id: ruff + args: [--fix, --exit-non-zero-on-fix] + - id: ruff-format diff --git a/.sqlfluff b/.sqlfluff new file mode 100644 index 0000000..fc9b377 --- /dev/null +++ b/.sqlfluff @@ -0,0 +1,40 @@ +[sqlfluff] +templater = dbt +dialect = snowflake +runaway_limit = 10 +max_line_length = 80 +indent_unit = space + +[sqlfluff:templater:dbt] +profiles_dir = . + +[sqlfluff:indentation] +tab_space_size = 4 + +[sqlfluff:layout:type:comma] +spacing_before = touch +line_position = trailing + +[sqlfluff:rules:capitalisation.keywords] +capitalisation_policy = lower + +[sqlfluff:rules:aliasing.table] +aliasing = explicit + +[sqlfluff:rules:aliasing.column] +aliasing = explicit + +[sqlfluff:rules:aliasing.expression] +allow_scalar = False + +[sqlfluff:rules:capitalisation.identifiers] +extended_capitalisation_policy = lower + +[sqlfluff:rules:capitalisation.functions] +capitalisation_policy = lower + +[sqlfluff:rules:capitalisation.literals] +capitalisation_policy = lower + +[sqlfluff:rules:ambiguous.column_references] # Number in group by +group_by_and_order_by_style = implicit diff --git a/.sqlfluffignore b/.sqlfluffignore new file mode 100644 index 0000000..3294684 --- /dev/null +++ b/.sqlfluffignore @@ -0,0 +1,4 @@ +target +dbt_packages +macros +.venv diff --git a/README.md b/README.md new file mode 100644 index 0000000..13f0a26 --- /dev/null +++ b/README.md @@ -0,0 +1,155 @@ +# 🥪 The Jaffle Shop 🦘 + +![Jaffle Shop Logo](https://github.com/dbt-labs/jaffle-shop/assets/91998347/bfba27af-04bf-48fb-8a2d-99a1965a9a25) + +This is a sandbox project for exploring the basic functionality and latest features of dbt. It's based on a fictional restaurant called the Jaffle Shop that serves [jaffles](https://en.wikipedia.org/wiki/Pie_iron). Enjoy! + +## Table of contents + +1. [Create new repo from template](#create-new-repo-from-template) +2. [Platform setup](#platform-setup) + 1. [dbt Cloud IDE](<#dbt-cloud-ide-(most-beginner-friendly)>) + 2. [dbt Cloud CLI](<#dbt-cloud-cli-(if-you-prefer-to-work-locally)>) +3. [Project setup](#project-setup) + 1. [With `task`](#with-task) + 2. [Manually](#manually) +4. [Advanced options](#advanced-options) + 1. [Working with a larger dataset](#working-with-a-larger-dataset) + 2. [Pre-commit and SQLFluff](#pre-commit-and-sqlfluff) + +## Create new repo from template + +1.

+ Click the green "Use this template" button at the top of the page to create a new repository from this template. + + ![Click 'Use this template'](/.github/static/use-template.gif) +
+ +2. Follow the steps to create a new repository. You can choose to only copy the `main` branch for simplicity, or take advantage of the Write-Audit-Publish (WAP) flow we use to maintain the project and copy all branches (which will include `main` and `staging`. + +> [!TIP] +> In a setup that follows a WAP flow, you have a `main` branch that serves production data (like downstream dashboards) and is tied to a Production Environment in dbt Cloud, and a `staging` branch that serves a clone of that data and is tied to a Staging Environment in dbt Cloud. You then branch off of `staging` to add new features or fix bugs, and merge back into `staging` when you're done. When you're ready to deploy to production, you merge `staging` into `main`. Staging is meant to be more-or-less a mirror of production, but safe to test breaking changes, so you can verify changes in a production-like environment before deploying them fully. You _write_ to `staging`, _audit_ in `staging`, and _publish_ to `main`. + +## Platform setup + +1. Set up a dbt Cloud account (if you don't have one already, if you do, just create a new project) and follow Step 4 in the [Quickstart instructions for your data platform](https://docs.getdbt.com/quickstarts), to connect your platform to dbt Cloud. + +2. Choose the repo you created in Step 1 of the **Create new repo from template** section as the repository for your dbt Project's codebase. + +Screenshot 2024-04-09 at 7 45 50 PM + +### dbt Cloud IDE (most beginner friendly) + +1. Click `Develop` in the dbt Cloud nav bar. You should be prompted to run a `dbt deps`, which you should do. + +> [!TIP] +> Make sure to turn on the 'Defer to staging/production' toggle once you're set up. This will ensure that only modified code is run when you run commands in the IDE, saving you time and resources! + +Screenshot 2024-04-09 at 7 44 36 PM + +### dbt Cloud CLI (if you prefer to work locally) + +> [!NOTE] +> If you'd like to use the dbt Cloud CLI, but are a little intimidated by the terminal, we've included configuration for a _task runner_ called, fittingly, `task`. It's a simple way to run the commands you need to get started with dbt. You can install it by following the instructions [here](https://taskfile.dev/#/installation). We'll call out the `task` based alternative to each command below. + +1. Run `git clone [new repo git link]` (or `gh repo clone [repo owner]/[new repo name]` if you prefer GitHub's excellent CLI) to clone your new repo from the first step of the **Create new repo from template** section to your local machine. + +2. [Follow the steps on this page](https://cloud.getdbt.com/cloud-cli) to install and set up a dbt Cloud connection with the dbt Cloud CLI. + +> [!TIP] +> If you're using `task`, once you have dbt Cloud CLI set up, you can run `task setup` to skip all the rest of this and run all the setup commands in one easy command. We recommend it! + +3. Set up a virtual environment and activate it. I like to call my virtual environment `.venv` and add it to my `.gitignore` file (we've already done this if you name your virtual environment '`.venv`') so that I don't accidentally commit it to the repository, but you can call it whatever you want, just make sure you `.gitignore` it. + + ```shell + # create a virtual environment + python3 -m venv .venv + # activate the virtual environment + source .venv/bin/activate + OR + # create a virtual environment + task venv + ``` + +4. Install the project's requirements into your virtual environment. + + ```shell + # upgrade pip (always a good idea to do first!) + python3 -m pip install --upgrade pip + # install the project's requirements + python3 -m pip install -r requirements.txt + OR + # install the project's requirements + task install + ``` + +5. Double check that your `dbt_project.yml` is set up correctly by running `dbt list`. You should get back a list of models and tests in your project. + +## Project setup + +Once your development platform of choice and dependencies are set up, use the following steps to get the project ready for whatever you'd like to do with it. + +### With `task` + +1. Run `task gen` to generate a year of synthetic data for the Jaffle Shop. + +2. Run `task build` to seed the generated data into your warehouse and build the project. + +3. Run `task clean` to delete the generated data to avoid re-seeding the same data repeatedly for no reason. + +#### OR + +### Manually + +> [!NOTE] +> dbt Cloud CLI has a limit on the size of seed files that can be uploaded to your data warehouse. Seeds are _not_ meant for data loading in production, they're meant for small reference tables, we just use them for convenience here. If you want to generate more than the default 1 year of `jafgen` data, you'll need to use dbt Core to seed the data. [We cover how to do this here](#working-with-a-larger-dataset). + +1. In your activated virtual environment with dependencies installed, run `jafgen` to generate a year of synthetic data for the Jaffle Shop, no arguments are necessary for the defaults. + +2. Run `dbt deps` to install the dbt packages configured in the `packages.yml` file. + +3. Run `dbt seed` to seed the generated data into your warehouse. + +4. Delete the generated data to avoid re-seeding the same data repeatedly for no reason, slowing down your build process. + + ```shell + rm -rf jaffle-data + ``` + +5. Run `dbt build` to build and test the project, make sure you deleted the generated data first or you'll be re-seeding the same data. + +> [!TIP] +> The dbt Cloud CLI will automatically defer unmodified models to the previously built models in your staging or production environment, so you can run `dbt build`, `dbt test`, etc without worrying about running unnecessary code. + +## Advanced options + +### Working with a larger dataset + +[`jafgen`](https://github.com/dbt-labs/jaffle-shop-generator) is a simple tool for generating synthetic Jaffle Shop data that is maintained on a volunteer-basis by dbt Labs employees. This project is more interesting with a larger dataset generated and uploaded to your warehouse. 6 years is a nice amount to fully observe trends like growth, seasonality, and buyer personas that exist in the data. Uploading this amount of data requires a few extra steps, but we'll walk you through them. If you have a preferred way of loading CSVs into your warehouse or an S3 bucket, that will also work just fine, the generated data is just CSV files. + +1. Make sure your virtual environment is activated and you have the dependencies installed, this will install the `jafgen` CLI tool. +2. `pip install dbt-core dbt-[your warehouse adapter]`. For example, if you're using BigQuery, you would run `pip install dbt-core dbt-bigquery`. dbt Core is required temporarily to seed the larger files, we'll uninstall it in the final step to avoid conflicts over the `dbt` command. +3. Because you have an active virtual environment, this new install of `dbt` should take precedence in your [`$PATH`]($PATH`). If you're not familiar with the `PATH` environment variable, just think of this as the order in which your computer looks for commands to run. What's important is that it will look in your active virtual environment first, so when you run `dbt`, it will use the `dbt` you just installed in your virtual environment. +4. Create a `profiles.yml` file in the root of your project. This file is already `.gitignore`d so you can keep your credentials safe. If you'd prefer you can also set up a `profiles.yml` file at the `~/.dbt/profiles.yml` path instead for extra security. +5. [Add a profile for your warehouse connection in this file](https://docs.getdbt.com/docs/core/connect-data-platform/connection-profiles#connecting-to-your-warehouse-using-the-command-line) and add this configuration to your `dbt_project.yml` file as a top-level key called `profile` e.g. `profile: my-profile-name`. +6. Run a `jafgen [integer of years to generate]` e.g. `jafgen 4`, then run a `dbt seed`. Depending on how much data you choose to generate this might take several minutes, we don't recommend generating more than 10 years of data as this is untested and may take a _really_ long time to generate and seed. +7. `pip uninstall dbt-core dbt-[your warehouse adapter]` to remove the dbt Core installation. This is a temporary installation to allow you to seed the data, you don't need it for the rest of the project which will use the dbt Cloud CLI. You can then delete your `profiles.yml` file and the configuration in your `dbt_project.yml` file. If you want to keep your dbt Core installation, you can, but you'll need to be mindful of conflicts between the two installations which both use the `dbt` command. + +### Pre-commit and SQLFluff + +There's an optional tool included with the project called `pre-commit`. + +[pre-commit](https://pre-commit.com/) automatically runs a suite of of processes on your code, like linters and formatters, when you commit. If it finds an issue and updates a file, you'll need to stage the changes and commit them again (the first commit will not have gone through because pre-commit found and fixed an issue). The outcome of this is that your code will be more consistent automatically, and everybody's changes will be running through the same set of processes. We recommend it for any project. + +You can see the configuration for pre-commit in the `.pre-commit-config.yaml` file. It's installed as part of the project's `requirements.txt`, but you'll need to opt-in to using it by running `pre-commit install`. This will install _git hooks_ which run when you commit. You can also run the checks manually with `pre-commit run --all-files` to see what it does without making a commit. + +At present the following checks are run: + +- `ruff` - an incredibly fast linter and formatter for Python, in case you add any Python models +- `check-yaml` - which validates YAML files +- `end-of-file-fixer` - which ensures all files end with a newline +- `trailing-whitespace` - which trims trailing whitespace from files + +At present, the popular SQL linter and formatter SQLFluff doesn't play nicely with the dbt Cloud CLI, so we've omitted it from this project _for now_. If you'd like auto-formatting and linting for SQL, check out the dbt Cloud IDE! + +We have kept a `.sqlfluff` config file to show what that looks like, and to future proof the repo for when the Cloud CLI support linting and formatting. diff --git a/Taskfile.yml b/Taskfile.yml new file mode 100644 index 0000000..75ff14e --- /dev/null +++ b/Taskfile.yml @@ -0,0 +1,38 @@ +version: "3" + +tasks: + venv: + cmds: + - python3 -m venv .venv + silent: true + + install: + cmds: + - source .venv/bin/activate && python3 -m pip install --upgrade pip --progress-bar off > /dev/null + - source .venv/bin/activate && python3 -m pip install -r requirements.txt --progress-bar off > /dev/null + silent: true + + gen: + cmds: + - source .venv/bin/activate && jafgen + silent: true + + build: + cmds: + - dbt deps + - dbt seed + - dbt run + - dbt test + + clean: + cmds: + - rm -rf jaffle-data + silent: true + + setup: + cmds: + - task: venv + - task: install + - task: gen + - task: build + - task: clean diff --git a/analyses/.gitkeep b/analyses/.gitkeep new file mode 100644 index 0000000..e69de29 diff --git a/data-tests/.gitkeep b/data-tests/.gitkeep new file mode 100644 index 0000000..e69de29 diff --git a/dbt_project.yml b/dbt_project.yml new file mode 100644 index 0000000..9df9cba --- /dev/null +++ b/dbt_project.yml @@ -0,0 +1,37 @@ +config-version: 2 + +name: "jaffle_shop" +version: "3.0.0" +require-dbt-version: ">=1.5.0" + +dbt-cloud: + project-id: 275557 # Put your project id here + +profile: default + +model-paths: ["models"] +analysis-paths: ["analyses"] +test-paths: ["data-tests"] +seed-paths: ["jaffle-data", "seeds"] +macro-paths: ["macros"] +snapshot-paths: ["snapshots"] + +target-path: "target" +clean-targets: + - "target" + - "dbt_packages" + +vars: + truncate_timespan_to: "{{ dbt.cast(dbt.current_timestamp(), 'datetime') }}" + "dbt_date:time_zone": "America/Los_Angeles" + +seeds: + jaffle_shop: + +schema: raw + +models: + jaffle_shop: + staging: + +materialized: view + marts: + +materialized: table diff --git a/macros/cents_to_dollars.sql b/macros/cents_to_dollars.sql new file mode 100644 index 0000000..681afd0 --- /dev/null +++ b/macros/cents_to_dollars.sql @@ -0,0 +1,13 @@ +{# A basic example for a project-wide macro to cast a column uniformly #} + +{% macro cents_to_dollars(column_name) -%} + {{ return(adapter.dispatch('cents_to_dollars')(column_name)) }} +{%- endmacro %} + +{% macro default__cents_to_dollars(column_name) -%} + ({{ column_name }} / 100)::numeric(16, 2) +{%- endmacro %} + +{% macro bigquery__cents_to_dollars(column_name) %} + round(cast(({{ column_name }} / 100) as numeric), 2) +{% endmacro %} diff --git a/macros/generate_schema_name.sql b/macros/generate_schema_name.sql new file mode 100644 index 0000000..64895df --- /dev/null +++ b/macros/generate_schema_name.sql @@ -0,0 +1,23 @@ +{% macro generate_schema_name(custom_schema_name, node) %} + + {% set default_schema = target.schema %} + + {# seeds go in a global `raw` schema #} + {% if node.resource_type == 'seed' %} + {{ custom_schema_name | trim }} + + {# non-specified schemas go to the default target schema #} + {% elif custom_schema_name is none %} + {{ default_schema }} + + + {# specified custom schema names go to the schema name prepended with the the default schema name in prod (as this is an example project we want the schemas clearly labeled) #} + {% elif target.name == 'prod' %} + {{ default_schema }}_{{ custom_schema_name | trim }} + + {# specified custom schemas go to the default target schema for non-prod targets #} + {% else %} + {{ default_schema }} + {% endif %} + +{% endmacro %} diff --git a/models/marts/customers.sql b/models/marts/customers.sql new file mode 100644 index 0000000..129eb8f --- /dev/null +++ b/models/marts/customers.sql @@ -0,0 +1,58 @@ +with + +customers as ( + + select * from {{ ref('stg_customers') }} + +), + +orders as ( + + select * from {{ ref('orders') }} + +), + +customer_orders_summary as ( + + select + orders.customer_id, + + count(distinct orders.order_id) as count_lifetime_orders, + count(distinct orders.order_id) > 1 as is_repeat_buyer, + min(orders.ordered_at) as first_ordered_at, + max(orders.ordered_at) as last_ordered_at, + sum(orders.subtotal) as lifetime_spend_pretax, + sum(orders.tax_paid) as lifetime_tax_paid, + sum(orders.order_total) as lifetime_spend + + from orders + + group by 1 + +), + +joined as ( + + select + customers.*, + + customer_orders_summary.count_lifetime_orders, + customer_orders_summary.first_ordered_at, + customer_orders_summary.last_ordered_at, + customer_orders_summary.lifetime_spend_pretax, + customer_orders_summary.lifetime_tax_paid, + customer_orders_summary.lifetime_spend, + + case + when customer_orders_summary.is_repeat_buyer then 'returning' + else 'new' + end as customer_type + + from customers + + left join customer_orders_summary + on customers.customer_id = customer_orders_summary.customer_id + +) + +select * from joined diff --git a/models/marts/customers.yml b/models/marts/customers.yml new file mode 100644 index 0000000..127be1a --- /dev/null +++ b/models/marts/customers.yml @@ -0,0 +1,106 @@ +models: + - name: customers + description: Customer overview data mart, offering key details for each unique customer. One row per customer. + tests: + - dbt_utils.expression_is_true: + expression: "lifetime_spend_pretax + lifetime_tax_paid = lifetime_spend" + columns: + - name: customer_id + description: The unique key of the orders mart. + tests: + - not_null + - unique + - name: customer_name + description: Customers' full name. + - name: count_lifetime_orders + description: Total number of orders a customer has ever placed. + - name: first_ordered_at + description: The timestamp when a customer placed their first order. + - name: last_ordered_at + description: The timestamp of a customer's most recent order. + - name: lifetime_spend_pretax + description: The sum of all the pre-tax subtotals of every order a customer has placed. + - name: lifetime_tax_paid + description: The sum of all the tax portion of every order a customer has placed. + - name: lifetime_spend + description: The sum of all the order totals (including tax) that a customer has ever placed. + - name: customer_type + description: Options are 'new' or 'returning', indicating if a customer has ordered more than once or has only placed their first order to date. + tests: + - accepted_values: + values: ["new", "returning"] + +semantic_models: + - name: customers + defaults: + agg_time_dimension: first_ordered_at + description: | + Customer grain mart. + model: ref('customers') + entities: + - name: customer + expr: customer_id + type: primary + dimensions: + - name: customer_name + type: categorical + - name: customer_type + type: categorical + - name: first_ordered_at + type: time + type_params: + time_granularity: day + - name: last_ordered_at + type: time + type_params: + time_granularity: day + measures: + - name: customers + description: Count of unique customers + agg: count_distinct + - name: count_lifetime_orders + description: Total count of orders per customer. + agg: sum + - name: lifetime_spend_pretax + description: Customer lifetime spend before taxes. + agg: sum + - name: lifetime_spend + agg: sum + description: Gross customer lifetime spend inclusive of taxes. + +metrics: + - name: lifetime_spend_pretax + description: Customer's lifetime spend before tax + label: LTV Pre-tax + type: simple + type_params: + measure: lifetime_spend_pretax + - name: count_lifetime_orders + description: Count of lifetime orders + label: Count Lifetime Orders + type: simple + type_params: + measure: count_lifetime_orders + - name: average_order_value + description: LTV pre-tax / number of orders + label: Average Order Value + type: derived + type_params: + metrics: + - count_lifetime_orders + - lifetime_spend_pretax + expr: lifetime_spend_pretax / count_lifetime_orders + +saved_queries: + - name: customer_order_metrics + query_params: + metrics: + - count_lifetime_orders + - lifetime_spend_pretax + - average_order_value + group_by: + - Entity('customer') + exports: + - name: customer_order_metrics + config: + export_as: table diff --git a/models/marts/locations.sql b/models/marts/locations.sql new file mode 100644 index 0000000..31bbd08 --- /dev/null +++ b/models/marts/locations.sql @@ -0,0 +1,9 @@ +with + +locations as ( + + select * from {{ ref('stg_locations') }} + +) + +select * from locations diff --git a/models/marts/locations.yml b/models/marts/locations.yml new file mode 100644 index 0000000..3cc2350 --- /dev/null +++ b/models/marts/locations.yml @@ -0,0 +1,24 @@ +semantic_models: + - name: locations + description: | + Location dimension table. The grain of the table is one row per location. + model: ref('locations') + defaults: + agg_time_dimension: opened_at + entities: + - name: location + type: primary + expr: location_id + dimensions: + - name: location_name + type: categorical + - name: opened_at + expr: opened_at + type: time + type_params: + time_granularity: day + measures: + - name: average_tax_rate + description: Average tax rate. + expr: tax_rate + agg: average diff --git a/models/marts/metricflow_time_spine.sql b/models/marts/metricflow_time_spine.sql new file mode 100644 index 0000000..95be185 --- /dev/null +++ b/models/marts/metricflow_time_spine.sql @@ -0,0 +1,19 @@ +-- metricflow_time_spine.sql +with + +days as ( + + --for BQ adapters use "DATE('01/01/2000','mm/dd/yyyy')" + {{ dbt_date.get_base_dates(n_dateparts=365*10, datepart="day") }} + +), + +cast_to_date as ( + + select cast(date_day as date) as date_day + + from days + +) + +select * from cast_to_date diff --git a/models/marts/order_items.sql b/models/marts/order_items.sql new file mode 100644 index 0000000..5b7534f --- /dev/null +++ b/models/marts/order_items.sql @@ -0,0 +1,66 @@ +with + +order_items as ( + + select * from {{ ref('stg_order_items') }} + +), + + +orders as ( + + select * from {{ ref('stg_orders') }} + +), + +products as ( + + select * from {{ ref('stg_products') }} + +), + +supplies as ( + + select * from {{ ref('stg_supplies') }} + +), + +order_supplies_summary as ( + + select + product_id, + + sum(supply_cost) as supply_cost + + from supplies + + group by 1 + +), + +joined as ( + + select + order_items.*, + + orders.ordered_at, + + products.product_name, + products.product_price, + products.is_food_item, + products.is_drink_item, + + order_supplies_summary.supply_cost + + from order_items + + left join orders on order_items.order_id = orders.order_id + + left join products on order_items.product_id = products.product_id + + left join order_supplies_summary + on order_items.product_id = order_supplies_summary.product_id + +) + +select * from joined diff --git a/models/marts/order_items.yml b/models/marts/order_items.yml new file mode 100644 index 0000000..fb9444d --- /dev/null +++ b/models/marts/order_items.yml @@ -0,0 +1,181 @@ +models: + - name: order_items + columns: + - name: order_item_id + tests: + - not_null + - unique + - name: order_id + tests: + - relationships: + to: ref('orders') + field: order_id + +unit_tests: + - name: test_supply_costs_sum_correctly + description: "Test that the counts of drinks and food orders convert to booleans properly." + model: order_items + given: + - input: ref('stg_supplies') + rows: + - { product_id: 1, supply_cost: 4.50 } + - { product_id: 2, supply_cost: 3.50 } + - { product_id: 2, supply_cost: 5.00 } + - input: ref('stg_products') + rows: + - { product_id: 1 } + - { product_id: 2 } + - input: ref('stg_order_items') + rows: + - { order_id: 1, product_id: 1 } + - { order_id: 2, product_id: 2 } + - { order_id: 2, product_id: 2 } + - input: ref('stg_orders') + rows: + - { order_id: 1 } + - { order_id: 2 } + expect: + rows: + - { order_id: 1, product_id: 1, supply_cost: 4.50 } + - { order_id: 2, product_id: 2, supply_cost: 8.50 } + - { order_id: 2, product_id: 2, supply_cost: 8.50 } + +semantic_models: + - name: order_item + defaults: + agg_time_dimension: ordered_at + description: | + Items contatined in each order. The grain of the table is one row per order item. + model: ref('order_items') + entities: + - name: order_item + type: primary + expr: order_item_id + - name: order_id + type: foreign + expr: order_id + - name: product + type: foreign + expr: product_id + dimensions: + - name: ordered_at + expr: ordered_at + type: time + type_params: + time_granularity: day + - name: is_food_item + type: categorical + - name: is_drink_item + type: categorical + measures: + - name: revenue + description: The revenue generated for each order item. Revenue is calculated as a sum of revenue associated with each product in an order. + agg: sum + expr: product_price + - name: food_revenue + description: The revenue generated for each order item. Revenue is calculated as a sum of revenue associated with each product in an order. + agg: sum + expr: case when is_food_item = 1 then product_price else 0 end + - name: drink_revenue + description: The revenue generated for each order item. Revenue is calculated as a sum of revenue associated with each product in an order. + agg: sum + expr: case when is_drink_item = 1 then product_price else 0 end + - name: median_revenue + description: The median revenue generated for each order item. + agg: median + expr: product_price + +metrics: + # Simple metrics + - name: revenue + description: Sum of the product revenue for each order item. Excludes tax. + type: simple + label: Revenue + type_params: + measure: revenue + - name: order_cost + description: Sum of cost for each order item. + label: Order Cost + type: simple + type_params: + measure: order_cost + - name: median_revenue + description: The median revenue for each order item. Excludes tax. + type: simple + label: Median Revenue + type_params: + measure: median_revenue + - name: food_revenue + description: The revenue from food in each order + label: Food Revenue + type: simple + type_params: + measure: food_revenue + - name: drink_revenue + description: The revenue from drinks in each order + label: Drink Revenue + type: simple + type_params: + measure: drink_revenue + + # Ratio Metrics + - name: food_revenue_pct + description: The % of order revenue from food. + label: Food Revenue % + type: ratio + type_params: + numerator: food_revenue + denominator: revenue + - name: drink_revenue_pct + description: The % of order revenue from drinks. + label: Drink Revenue % + type: ratio + type_params: + numerator: drink_revenue + denominator: revenue + + # Derived Metrics + - name: revenue_growth_mom + description: "Percentage growth of revenue compared to 1 month ago. Excluded tax" + type: derived + label: Revenue Growth % M/M + type_params: + expr: (current_revenue - revenue_prev_month)*100/revenue_prev_month + metrics: + - name: revenue + alias: current_revenue + - name: revenue + offset_window: 1 month + alias: revenue_prev_month + - name: order_gross_profit + description: Gross profit from each order. + type: derived + label: Order Gross Profit + type_params: + expr: revenue - cost + metrics: + - name: revenue + - name: order_cost + alias: cost + + #Cumulative Metrics + - name: cumulative_revenue + description: The cumulative revenue for all orders. + label: Cumulative Revenue (All Time) + type: cumulative + type_params: + measure: revenue + +saved_queries: + - name: revenue_metrics + query_params: + metrics: + - revenue + - food_revenue + - drink_revenue + group_by: + - TimeDimension('metric_time', 'day') + exports: + - name: revenue_metrics + config: + export_as: table diff --git a/models/marts/orders.sql b/models/marts/orders.sql new file mode 100644 index 0000000..56fdc59 --- /dev/null +++ b/models/marts/orders.sql @@ -0,0 +1,77 @@ +with + +orders as ( + + select * from {{ ref('stg_orders') }} + +), + +order_items as ( + + select * from {{ ref('order_items') }} + +), + +order_items_summary as ( + + select + order_id, + + sum(supply_cost) as order_cost, + sum(product_price) as order_items_subtotal, + count(order_item_id) as count_order_items, + sum( + case + when is_food_item then 1 + else 0 + end + ) as count_food_items, + sum( + case + when is_drink_item then 1 + else 0 + end + ) as count_drink_items + + from order_items + + group by 1 + +), + +compute_booleans as ( + + select + orders.*, + + order_items_summary.order_cost, + order_items_summary.order_items_subtotal, + order_items_summary.count_food_items, + order_items_summary.count_drink_items, + order_items_summary.count_order_items, + order_items_summary.count_food_items > 0 as is_food_order, + order_items_summary.count_drink_items > 0 as is_drink_order + + from orders + + left join + order_items_summary + on orders.order_id = order_items_summary.order_id + +), + +customer_order_count as ( + + select + *, + + row_number() over ( + partition by customer_id + order by ordered_at asc + ) as customer_order_number + + from compute_booleans + +) + +select * from customer_order_count diff --git a/models/marts/orders.yml b/models/marts/orders.yml new file mode 100644 index 0000000..57ffb41 --- /dev/null +++ b/models/marts/orders.yml @@ -0,0 +1,183 @@ +models: + - name: orders + description: Order overview data mart, offering key details for each order inlcluding if it's a customer's first order and a food vs. drink item breakdown. One row per order. + tests: + - dbt_utils.expression_is_true: + expression: "order_items_subtotal = subtotal" + - dbt_utils.expression_is_true: + expression: "order_total = subtotal + tax_paid" + columns: + - name: order_id + description: The unique key of the orders mart. + tests: + - not_null + - unique + - name: customer_id + description: The foreign key relating to the customer who placed the order. + tests: + - relationships: + to: ref('stg_customers') + field: customer_id + - name: order_total + description: The total amount of the order in USD including tax. + - name: ordered_at + description: The timestamp the order was placed at. + - name: order_cost + description: The sum of supply expenses to fulfill the order. + - name: is_food_order + description: A boolean indicating if this order included any food items. + - name: is_drink_order + description: A boolean indicating if this order included any drink items. + +unit_tests: + - name: test_order_items_compute_to_bools_correctly + description: "Test that the counts of drinks and food orders convert to booleans properly." + model: orders + given: + - input: ref('order_items') + rows: + - { + order_id: 1, + order_item_id: 1, + is_drink_item: false, + is_food_item: true, + } + - { + order_id: 1, + order_item_id: 2, + is_drink_item: true, + is_food_item: false, + } + - { + order_id: 2, + order_item_id: 3, + is_drink_item: false, + is_food_item: true, + } + - input: ref('stg_orders') + rows: + - { order_id: 1 } + - { order_id: 2 } + expect: + rows: + - { + order_id: 1, + count_food_items: 1, + count_drink_items: 1, + is_drink_order: true, + is_food_order: true, + } + - { + order_id: 2, + count_food_items: 1, + count_drink_items: 0, + is_drink_order: false, + is_food_order: true, + } + +semantic_models: + - name: orders + defaults: + agg_time_dimension: ordered_at + description: | + Order fact table. This table is at the order grain with one row per order. + model: ref('orders') + entities: + - name: order_id + type: primary + - name: location + type: foreign + expr: location_id + - name: customer + type: foreign + expr: customer_id + dimensions: + - name: ordered_at + expr: ordered_at + type: time + type_params: + time_granularity: day + - name: order_total_dim + type: categorical + expr: order_total + - name: is_food_order + type: categorical + - name: is_drink_order + type: categorical + - name: customer_order_number + type: categorical + measures: + - name: order_total + description: The total amount for each order including taxes. + agg: sum + - name: order_count + expr: 1 + agg: sum + - name: tax_paid + description: The total tax paid on each order. + agg: sum + - name: order_cost + description: The cost for each order item. Cost is calculated as a sum of the supply cost for each order item. + agg: sum + +metrics: + - name: order_total + description: Sum of total order amonunt. Includes tax + revenue. + type: simple + label: Order Total + type_params: + measure: order_total + - name: new_customer_orders + description: New customer's first order count + label: New Customers + type: simple + type_params: + measure: order_count + filter: | + {{ Dimension('order_id__customer_order_number') }} = 1 + - name: large_orders + description: "Count of orders with order total over 20." + type: simple + label: Large Orders + type_params: + measure: order_count + filter: | + {{ Dimension('order_id__order_total_dim') }} >= 20 + - name: orders + description: Count of orders. + label: Orders + type: simple + type_params: + measure: order_count + - name: food_orders + description: Count of orders that contain food order items + label: Food Orders + type: simple + type_params: + measure: order_count + filter: | + {{ Dimension('order_id__is_food_order') }} = true + - name: drink_orders + description: Count of orders that contain drink order items + label: Drink Orders + type: simple + type_params: + measure: order_count + filter: | + {{ Dimension('order_id__is_drink_order') }} = true + +saved_queries: + - name: order_metrics + query_params: + metrics: + - orders + - new_customer_orders + - order_total + - food_orders + - drink_orders + group_by: + - TimeDimension('metric_time', 'day') + exports: + - name: order_metrics + config: + export_as: table diff --git a/models/marts/products.sql b/models/marts/products.sql new file mode 100644 index 0000000..f276d29 --- /dev/null +++ b/models/marts/products.sql @@ -0,0 +1,9 @@ +with + +products as ( + + select * from {{ ref('stg_products') }} + +) + +select * from products diff --git a/models/marts/products.yml b/models/marts/products.yml new file mode 100644 index 0000000..05d486b --- /dev/null +++ b/models/marts/products.yml @@ -0,0 +1,26 @@ +semantic_models: + #The name of the semantic model. + - name: products + description: | + Product dimension table. The grain of the table is one row per product. + #The name of the dbt model and schema + model: ref('products') + #Entities. These usually corespond to keys in the table. + entities: + - name: product + type: primary + expr: product_id + #Dimensions. Either categorical or time. These add additonal context to metrics. The typical querying pattern is Metric by Dimension. + dimensions: + - name: product_name + type: categorical + - name: product_type + type: categorical + - name: product_description + type: categorical + - name: is_food_item + type: categorical + - name: is_drink_item + type: categorical + - name: product_price + type: categorical diff --git a/models/marts/supplies.sql b/models/marts/supplies.sql new file mode 100644 index 0000000..820cb8c --- /dev/null +++ b/models/marts/supplies.sql @@ -0,0 +1,9 @@ +with + +supplies as ( + + select * from {{ ref('stg_supplies') }} + +) + +select * from supplies diff --git a/models/marts/supplies.yml b/models/marts/supplies.yml new file mode 100644 index 0000000..45f7b96 --- /dev/null +++ b/models/marts/supplies.yml @@ -0,0 +1,24 @@ +semantic_models: + #The name of the semantic model. + - name: supplies + description: | + Supplies dimension table. The grain of the table is one row per supply and product combination. + #The name of the dbt model and schema + model: ref('supplies') + #Entities. These usually corespond to keys in the table. + entities: + - name: supply + type: primary + expr: supply_uuid + #Dimensions. Either categorical or time. These add additonal context to metrics. The typical querying pattern is Metric by Dimension. + dimensions: + - name: supply_id + type: categorical + - name: product_id + type: categorical + - name: supply_name + type: categorical + - name: supply_cost + type: categorical + - name: is_perishable_supply + type: categorical diff --git a/models/staging/__sources.yml b/models/staging/__sources.yml new file mode 100644 index 0000000..c36d362 --- /dev/null +++ b/models/staging/__sources.yml @@ -0,0 +1,24 @@ +version: 2 + +sources: + - name: ecom + schema: raw + description: E-commerce data for the Jaffle Shop + freshness: + warn_after: + count: 24 + period: hour + tables: + - name: raw_customers + description: One record per person who has purchased one or more items + - name: raw_orders + description: One record per order (consisting of one or more order items) + loaded_at_field: ordered_at + - name: raw_items + description: Items included in an order + - name: raw_stores + loaded_at_field: opened_at + - name: raw_products + description: One record per SKU for items sold in stores + - name: raw_supplies + description: One record per supply per SKU of items sold in stores diff --git a/models/staging/stg_customers.sql b/models/staging/stg_customers.sql new file mode 100644 index 0000000..2b928df --- /dev/null +++ b/models/staging/stg_customers.sql @@ -0,0 +1,23 @@ +with + +source as ( + + select * from {{ source('ecom', 'raw_customers') }} + +), + +renamed as ( + + select + + ---------- ids + id as customer_id, + + ---------- text + name as customer_name + + from source + +) + +select * from renamed diff --git a/models/staging/stg_customers.yml b/models/staging/stg_customers.yml new file mode 100644 index 0000000..1825e5c --- /dev/null +++ b/models/staging/stg_customers.yml @@ -0,0 +1,9 @@ +models: + - name: stg_customers + description: Customer data with basic cleaning and transformation applied, one row per customer. + columns: + - name: customer_id + description: The unique key for each customer. + tests: + - not_null + - unique diff --git a/models/staging/stg_locations.sql b/models/staging/stg_locations.sql new file mode 100644 index 0000000..551e1ba --- /dev/null +++ b/models/staging/stg_locations.sql @@ -0,0 +1,29 @@ +with + +source as ( + + select * from {{ source('ecom', 'raw_stores') }} + +), + +renamed as ( + + select + + ---------- ids + id as location_id, + + ---------- text + name as location_name, + + ---------- numerics + tax_rate, + + ---------- timestamps + {{ dbt.date_trunc('day', 'opened_at') }} as opened_date + + from source + +) + +select * from renamed diff --git a/models/staging/stg_locations.yml b/models/staging/stg_locations.yml new file mode 100644 index 0000000..03b2fce --- /dev/null +++ b/models/staging/stg_locations.yml @@ -0,0 +1,43 @@ +models: + - name: stg_locations + description: List of open locations with basic cleaning and transformation applied, one row per location. + columns: + - name: location_id + description: The unique key for each location. + tests: + - not_null + - unique + +unit_tests: + - name: test_does_location_opened_at_trunc_to_date + description: "Check that opened_at timestamp is properly truncated to a date." + model: stg_locations + given: + - input: source('ecom', 'raw_stores') + rows: + - { + id: 1, + name: "Vice City", + tax_rate: 0.2, + opened_at: "2016-09-01T00:00:00", + } + - { + id: 2, + name: "San Andreas", + tax_rate: 0.1, + opened_at: "2079-10-27T23:59:59.9999", + } + expect: + rows: + - { + location_id: 1, + location_name: "Vice City", + tax_rate: 0.2, + opened_date: "2016-09-01", + } + - { + location_id: 2, + location_name: "San Andreas", + tax_rate: 0.1, + opened_date: "2079-10-27", + } diff --git a/models/staging/stg_order_items.sql b/models/staging/stg_order_items.sql new file mode 100644 index 0000000..5459a84 --- /dev/null +++ b/models/staging/stg_order_items.sql @@ -0,0 +1,22 @@ +with + +source as ( + + select * from {{ source('ecom', 'raw_items') }} + +), + +renamed as ( + + select + + ---------- ids + id as order_item_id, + order_id, + sku as product_id + + from source + +) + +select * from renamed diff --git a/models/staging/stg_order_items.yml b/models/staging/stg_order_items.yml new file mode 100644 index 0000000..1e2610c --- /dev/null +++ b/models/staging/stg_order_items.yml @@ -0,0 +1,16 @@ +models: + - name: stg_order_items + description: Individual food and drink items that make up our orders, one row per item. + columns: + - name: order_item_id + description: The unique key for each order item. + tests: + - not_null + - unique + - name: order_id + description: The corresponding order each order item belongs to + tests: + - not_null + - relationships: + to: ref('stg_orders') + field: order_id diff --git a/models/staging/stg_orders.sql b/models/staging/stg_orders.sql new file mode 100644 index 0000000..61408c0 --- /dev/null +++ b/models/staging/stg_orders.sql @@ -0,0 +1,33 @@ +with + +source as ( + + select * from {{ source('ecom', 'raw_orders') }} + +), + +renamed as ( + + select + + ---------- ids + id as order_id, + store_id as location_id, + customer as customer_id, + + ---------- numerics + subtotal as subtotal_cents, + tax_paid as tax_paid_cents, + order_total as order_total_cents, + {{ cents_to_dollars('subtotal') }} as subtotal, + {{ cents_to_dollars('tax_paid') }} as tax_paid, + {{ cents_to_dollars('order_total') }} as order_total, + + ---------- timestamps + {{ dbt.date_trunc('day','ordered_at') }} as ordered_at + + from source + +) + +select * from renamed diff --git a/models/staging/stg_orders.yml b/models/staging/stg_orders.yml new file mode 100644 index 0000000..7d0bb1a --- /dev/null +++ b/models/staging/stg_orders.yml @@ -0,0 +1,12 @@ +models: + - name: stg_orders + description: Order data with basic cleaning and transformation applied, one row per order. + tests: + - dbt_utils.expression_is_true: + expression: "order_total - tax_paid = subtotal" + columns: + - name: order_id + description: The unique key for each order. + tests: + - not_null + - unique diff --git a/models/staging/stg_products.sql b/models/staging/stg_products.sql new file mode 100644 index 0000000..0299eed --- /dev/null +++ b/models/staging/stg_products.sql @@ -0,0 +1,34 @@ +with + +source as ( + + select * from {{ source('ecom', 'raw_products') }} + +), + +renamed as ( + + select + + ---------- ids + sku as product_id, + + ---------- text + name as product_name, + type as product_type, + description as product_description, + + + ---------- numerics + {{ cents_to_dollars('price') }} as product_price, + + ---------- booleans + coalesce(type = 'jaffle', false) as is_food_item, + + coalesce(type = 'beverage', false) as is_drink_item + + from source + +) + +select * from renamed diff --git a/models/staging/stg_products.yml b/models/staging/stg_products.yml new file mode 100644 index 0000000..2bc0322 --- /dev/null +++ b/models/staging/stg_products.yml @@ -0,0 +1,9 @@ +models: + - name: stg_products + description: Product (food and drink items that can be ordered) data with basic cleaning and transformation applied, one row per product. + columns: + - name: product_id + description: The unique key for each product. + tests: + - not_null + - unique diff --git a/models/staging/stg_supplies.sql b/models/staging/stg_supplies.sql new file mode 100644 index 0000000..0f66513 --- /dev/null +++ b/models/staging/stg_supplies.sql @@ -0,0 +1,31 @@ +with + +source as ( + + select * from {{ source('ecom', 'raw_supplies') }} + +), + +renamed as ( + + select + + ---------- ids + {{ dbt_utils.generate_surrogate_key(['id', 'sku']) }} as supply_uuid, + id as supply_id, + sku as product_id, + + ---------- text + name as supply_name, + + ---------- numerics + {{ cents_to_dollars('cost') }} as supply_cost, + + ---------- booleans + perishable as is_perishable_supply + + from source + +) + +select * from renamed diff --git a/models/staging/stg_supplies.yml b/models/staging/stg_supplies.yml new file mode 100644 index 0000000..b173430 --- /dev/null +++ b/models/staging/stg_supplies.yml @@ -0,0 +1,12 @@ +models: + - name: stg_supplies + description: > + List of our supply expenses data with basic cleaning and transformation applied. + + One row per supply cost, not per supply. As supply costs fluctuate they receive a new row with a new UUID. Thus there can be multiple rows per supply_id. + columns: + - name: supply_uuid + description: The unique key of our supplies per cost. + tests: + - not_null + - unique diff --git a/package-lock.yml b/package-lock.yml new file mode 100644 index 0000000..16a365a --- /dev/null +++ b/package-lock.yml @@ -0,0 +1,6 @@ +packages: + - package: dbt-labs/dbt_utils + version: 1.1.1 + - package: calogica/dbt_date + version: 0.10.0 +sha1_hash: 7c1ddbf832c1046c7624d86c87e3f4ef3e69732a diff --git a/packages.yml b/packages.yml new file mode 100644 index 0000000..4002774 --- /dev/null +++ b/packages.yml @@ -0,0 +1,5 @@ +packages: + - package: dbt-labs/dbt_utils + version: 1.1.1 + - package: calogica/dbt_date + version: 0.10.0 diff --git a/requirements.in b/requirements.in new file mode 100644 index 0000000..741c1ff --- /dev/null +++ b/requirements.in @@ -0,0 +1,3 @@ +pre-commit>=3.6.0 +requests~=2.31.0 +jafgen>=0.4.11 diff --git a/requirements.txt b/requirements.txt new file mode 100644 index 0000000..2592cc3 --- /dev/null +++ b/requirements.txt @@ -0,0 +1,65 @@ +# This file was autogenerated by uv via the following command: +# uv pip compile requirements.in -o requirements.txt +certifi==2024.2.2 + # via requests +cfgv==3.4.0 + # via pre-commit +charset-normalizer==3.3.2 + # via requests +click==8.1.7 + # via typer +distlib==0.3.8 + # via virtualenv +faker==24.8.0 + # via jafgen +filelock==3.13.4 + # via virtualenv +identify==2.5.35 + # via pre-commit +idna==3.6 + # via requests +jafgen==0.4.11 +markdown-it-py==3.0.0 + # via rich +mdurl==0.1.2 + # via markdown-it-py +nodeenv==1.8.0 + # via pre-commit +numpy==1.26.4 + # via + # jafgen + # pandas +pandas==2.2.1 + # via jafgen +platformdirs==4.2.0 + # via virtualenv +pre-commit==3.7.0 +pygments==2.17.2 + # via rich +python-dateutil==2.9.0.post0 + # via + # faker + # pandas +pytz==2024.1 + # via pandas +pyyaml==6.0.1 + # via pre-commit +requests==2.31.0 +rich==13.7.1 + # via typer +setuptools==69.2.0 + # via nodeenv +shellingham==1.5.4 + # via typer +six==1.16.0 + # via python-dateutil +typer==0.12.3 + # via jafgen +typing-extensions==4.11.0 + # via typer +tzdata==2024.1 + # via pandas +urllib3==2.2.1 + # via requests +virtualenv==20.25.1 + # via pre-commit diff --git a/seeds/.gitkeep b/seeds/.gitkeep new file mode 100644 index 0000000..e69de29