From bc2ad39d46a07dd2626381a604bb2c6bcbe4c4ac Mon Sep 17 00:00:00 2001 From: Mareh Date: Thu, 23 Jul 2026 22:33:51 +0200 Subject: [PATCH 1/7] Update dag_id and run backfill for student-mareh --- .dockerignore | 8 ++ AI_ASSIST.md | 11 +- ASSIGNMENT_REPORT.md | 38 ++++-- RUNBOOK.md | 52 ++++++++- dags/.airflowignore | 0 dags/exampledag.py | 98 ++++++++++++++++ dags/taxi_pipeline.py | 104 ++++++++++++----- images/backfill.png | Bin 0 -> 56608 bytes images/dag_view.png | Bin 0 -> 126972 bytes images/graph_view.png | Bin 0 -> 130160 bytes .../.github/workflows/dbt-build.yml | 37 ++++++ include/dbt_project/.gitignore | 7 ++ include/dbt_project/README.md | 109 +++++++++++++++--- include/dbt_project/dbt_project.yml | 21 ++++ include/dbt_project/justfile | 30 +++++ .../dbt_project/models/marts/_fct_trips.yml | 50 ++++++++ .../dbt_project/models/marts/fct_trips.sql | 20 ++++ .../models/marts/fct_trips_docs.md | 10 ++ .../dbt_project/models/staging/_sources.yml | 12 ++ .../dbt_project/models/staging/_stg_trips.yml | 52 +++++++++ .../dbt_project/models/staging/_stg_zones.yml | 13 +++ .../dbt_project/models/staging/stg_trips.sql | 36 ++++++ .../dbt_project/models/staging/stg_zones.sql | 6 + include/dbt_project/package-lock.yml | 5 + include/dbt_project/packages.yml | 3 + include/dbt_project/profiles.yml.example | 13 +++ include/dbt_project/seeds/mutable_zones.csv | 11 ++ .../snapshots/mutable_zones_snapshot.sql | 12 ++ .../tests/assert_pickup_before_dropoff.sql | 6 + tests/dags/test_dag_example.py | 83 +++++++++++++ tests/test_dag_integrity.py | 4 +- 31 files changed, 786 insertions(+), 65 deletions(-) create mode 100644 .dockerignore create mode 100644 dags/.airflowignore create mode 100644 dags/exampledag.py create mode 100644 images/backfill.png create mode 100644 images/dag_view.png create mode 100644 images/graph_view.png create mode 100644 include/dbt_project/.github/workflows/dbt-build.yml create mode 100644 include/dbt_project/.gitignore create mode 100644 include/dbt_project/dbt_project.yml create mode 100644 include/dbt_project/justfile create mode 100644 include/dbt_project/models/marts/_fct_trips.yml create mode 100644 include/dbt_project/models/marts/fct_trips.sql create mode 100644 include/dbt_project/models/marts/fct_trips_docs.md create mode 100644 include/dbt_project/models/staging/_sources.yml create mode 100644 include/dbt_project/models/staging/_stg_trips.yml create mode 100644 include/dbt_project/models/staging/_stg_zones.yml create mode 100644 include/dbt_project/models/staging/stg_trips.sql create mode 100644 include/dbt_project/models/staging/stg_zones.sql create mode 100644 include/dbt_project/package-lock.yml create mode 100644 include/dbt_project/packages.yml create mode 100644 include/dbt_project/profiles.yml.example create mode 100644 include/dbt_project/seeds/mutable_zones.csv create mode 100644 include/dbt_project/snapshots/mutable_zones_snapshot.sql create mode 100644 include/dbt_project/tests/assert_pickup_before_dropoff.sql create mode 100644 tests/dags/test_dag_example.py diff --git a/.dockerignore b/.dockerignore new file mode 100644 index 0000000..a334663 --- /dev/null +++ b/.dockerignore @@ -0,0 +1,8 @@ +astro +.git +.env +airflow_settings.yaml +logs/ +.venv +airflow.db +airflow.cfg diff --git a/AI_ASSIST.md b/AI_ASSIST.md index 8a161e2..de8b929 100644 --- a/AI_ASSIST.md +++ b/AI_ASSIST.md @@ -5,8 +5,13 @@ ## Use 1 -**Prompt I sent:** TODO +**Prompt I sent:** "The dbt_run task failed with FATAL: password authentication failed for user. How do I fix this connection error in my Astro/Airflow project?" -**What the model answered:** TODO -**What I kept, changed, or discarded, and why:** TODO +**What the model answered:** The model explained that dbt reads database credentials from environment variables mapped in profiles.yml. It provided instructions to check the .env file for missing PostgreSQL variables (PG_USER, PG_PASSWORD, PG_SCHEMA) and suggested restarting the Astro environment (astro dev stop && astro dev start) before clearing the task in the Airflow UI. + +**What I kept, changed, or discarded, and why:** Kept: The steps to add the missing PG_* variables into the .env file and restart Astro. + +Changed: Kept sensitive information (like my actual password and username) local without saving them in shared code files. + +Why: This directly solved the credential mismatch between Airflow and dbt while maintaining proper security practices for database credentials. \ No newline at end of file diff --git a/ASSIGNMENT_REPORT.md b/ASSIGNMENT_REPORT.md index a4fbc34..e1150bf 100644 --- a/ASSIGNMENT_REPORT.md +++ b/ASSIGNMENT_REPORT.md @@ -1,22 +1,36 @@ -# Assignment report +# Assignment Report - +## Schedule Choice and Reason -## Schedule choice and reason +I chose a monthly schedule (`0 0 1 * *`) for the `taxi_pipeline` DAG. The dataset updates once a month, so running the pipeline on the first of every month keeps the data up to date without wasting resources. -TODO +## Task Dependency Graph -## Task dependency graph +The pipeline runs in a strict 3-step order: +`ingest_taxi_month` $\rightarrow$ `dbt_run` $\rightarrow$ `dbt_test`. -TODO — describe the chain (ingest -> dbt_run -> dbt_test) and why the order matters. +* **`ingest_taxi_month`** downloads the raw data into PostgreSQL first. +* **`dbt_run`** transforms that raw data into clean dbt models. +* **`dbt_test`** checks the cleaned data for quality errors. -## dbt project used +Order matters because dbt cannot transform or test data before it is ingested into the database. -TODO — your Week 10 project or the class reference? +## dbt Project Used -## One debugging case I resolved +I used the class reference dbt project, set up to build models inside my personal database schema. -TODO — what failed, how you found the cause in the logs, and the fix. +## Debugging Case Resolved - +* **Problem:** The ingestion and dbt tasks failed with a database password authentication error. +* **Diagnosis:** I checked the Airflow task logs and found that PostgreSQL rejected the connection due to incorrect credentials in the environment variables. +* **Fix:** I updated `.env` with the correct database credentials and schema, restarted Astro, and cleared the failed tasks in the Airflow UI to rerun them successfully. + +## Backfill Notes + +* **Dynamic Dates:** The DAG uses the `{{ ds }}` parameter to automatically pick the correct date range for each run. +* **Backfill Command:** I ran the backfill for 2024 using: +```bash +astro dev run backfill create --dag-id taxi_pipeline --from-date 2024-01-01 --to-date 2024-07-31 --max-active-runs 1 + +``` +* **Performance Note:** The backfill takes a long time to complete because `--max-active-runs 1` forces Airflow to process each month sequentially (one at a time) to avoid overloading the server. \ No newline at end of file diff --git a/RUNBOOK.md b/RUNBOOK.md index a305a54..304983d 100644 --- a/RUNBOOK.md +++ b/RUNBOOK.md @@ -4,19 +4,59 @@ operate your DAG from this file alone, without reading your Python. --> ## How to trigger the DAG manually +Open Airflow in your web browser (http://localhost:8080). -TODO +Find taxi_pipeline in the list and make sure the toggle switch is turned ON. +Click on taxi_pipeline. + +Click the Trigger button at the top right corner. + +Click Trigger DAG to start running it immediately. ## How to run a backfill -TODO +To process data for past months (for example, all months in 2024), open your terminal and run this command: + +astro dev run backfill create --dag-id taxi_pipeline --from-date 2024-01-01 --to-date 2024-07-31 --max-active-runs 1 + +Note: --max-active-runs 1 forces Airflow to run one month at a time so it doesn't overload your computer or database. ## How to inspect task logs -TODO +Go to the taxi_pipeline page in Airflow. + +Click on the Grid tab. + +Click on the square box for the task you want to check (like ingest_taxi_month or dbt_run). + +On the right side panel that pops up, click Logs. + +Scroll down to the bottom of the text to see what went wrong. ## Top 3 likely failures and first response -1. TODO — symptom, first check, fix -2. TODO -3. TODO +1. Database Password / Connection Error + +Problem: Task turns red with a password authentication failed error message. + +What to check: Check your .env file to see if your password or username is wrong. + +How to fix: Fix your credentials in .env, run astro dev stop then astro dev start, and click Clear on the red task in Airflow to try again. + +2. Data Download Error + +Problem: ingest_taxi_month fails because it cannot fetch the dataset online. + +What to check: Check if your internet is working or if the file for that specific month actually exists. + +How to fix: Make sure you are connected to the internet, then click Clear on the task to rerun it. + +3. dbt Transformation Error + +Problem: dbt_run or dbt_test fails after the data was already downloaded. + +What to check: Open the task logs for dbt_run and look for SQL error messages at the bottom. + +How to fix: Fix the SQL code or test rules in your dbt project, save your files, and click Clear on the task in Airflow to test it again. + + diff --git a/dags/.airflowignore b/dags/.airflowignore new file mode 100644 index 0000000..e69de29 diff --git a/dags/exampledag.py b/dags/exampledag.py new file mode 100644 index 0000000..7c024cf --- /dev/null +++ b/dags/exampledag.py @@ -0,0 +1,98 @@ +""" +## Astronaut ETL example DAG + +This DAG queries the list of astronauts currently in space from the +Open Notify API and prints each astronaut's name and flying craft. + +There are two tasks, one to get the data from the API and save the results, +and another to print the results. Both tasks are written in Python using +Airflow's TaskFlow API, which allows you to easily turn Python functions into +Airflow tasks, and automatically infer dependencies and pass data. + +The second task uses dynamic task mapping to create a copy of the task for +each Astronaut in the list retrieved from the API. This list will change +depending on how many Astronauts are in space, and the DAG will adjust +accordingly each time it runs. + +For more explanation and getting started instructions, see our Write your +first DAG tutorial: https://www.astronomer.io/docs/learn/get-started-with-airflow + +![Picture of the ISS](https://www.esa.int/var/esa/storage/images/esa_multimedia/images/2010/02/space_station_over_earth/10293696-3-eng-GB/Space_Station_over_Earth_card_full.jpg) +""" + +from airflow.sdk import Asset, dag, task +from pendulum import datetime +import requests + + +# Define the basic parameters of the DAG, like schedule and start_date +@dag( + start_date=datetime(2025, 4, 22), + schedule="@daily", + doc_md=__doc__, + default_args={"owner": "Astro", "retries": 3}, + tags=["example"], +) +def example_astronauts(): + # Define tasks + @task( + # Define an asset outlet for the task. This can be used to schedule downstream DAGs when this task has run. + outlets=[Asset("current_astronauts")] + ) # Define that this task updates the `current_astronauts` Asset + def get_astronauts(**context) -> list[dict]: + """ + This task uses the requests library to retrieve a list of Astronauts + currently in space. The results are pushed to XCom with a specific key + so they can be used in a downstream pipeline. The task returns a list + of Astronauts to be used in the next task. + """ + try: + r = requests.get("http://api.open-notify.org/astros.json") + r.raise_for_status() + number_of_people_in_space = r.json()["number"] + list_of_people_in_space = r.json()["people"] + except Exception: + print("API currently not available, using hardcoded data instead.") + number_of_people_in_space = 12 + list_of_people_in_space = [ + {"craft": "ISS", "name": "Oleg Kononenko"}, + {"craft": "ISS", "name": "Nikolai Chub"}, + {"craft": "ISS", "name": "Tracy Caldwell Dyson"}, + {"craft": "ISS", "name": "Matthew Dominick"}, + {"craft": "ISS", "name": "Michael Barratt"}, + {"craft": "ISS", "name": "Jeanette Epps"}, + {"craft": "ISS", "name": "Alexander Grebenkin"}, + {"craft": "ISS", "name": "Butch Wilmore"}, + {"craft": "ISS", "name": "Sunita Williams"}, + {"craft": "Tiangong", "name": "Li Guangsu"}, + {"craft": "Tiangong", "name": "Li Cong"}, + {"craft": "Tiangong", "name": "Ye Guangfu"}, + ] + + context["ti"].xcom_push( + key="number_of_people_in_space", value=number_of_people_in_space + ) + return list_of_people_in_space + + @task + def print_astronaut_craft(greeting: str, person_in_space: dict) -> None: + """ + This task creates a print statement with the name of an + Astronaut in space and the craft they are flying on from + the API request results of the previous task, along with a + greeting which is hard-coded in this example. + """ + craft = person_in_space["craft"] + name = person_in_space["name"] + + print(f"{name} is currently in space flying on the {craft}! {greeting}") + + # Use dynamic task mapping to run the print_astronaut_craft task for each + # Astronaut in space + print_astronaut_craft.partial(greeting="Hello! :)").expand( + person_in_space=get_astronauts() # Define dependencies using TaskFlow API syntax + ) + + +# Instantiate the DAG +example_astronauts() diff --git a/dags/taxi_pipeline.py b/dags/taxi_pipeline.py index 37f4614..12af7b9 100644 --- a/dags/taxi_pipeline.py +++ b/dags/taxi_pipeline.py @@ -1,20 +1,13 @@ -"""Week 12 assignment starter. - -Turn this into a scheduled, parameterized, retryable pipeline. The task -list, the file-by-file map, and the point breakdown are in README.md; the -full brief is in the Week 12 "Assignment: Orchestrated Pipeline" chapter. - -This starter parses, so `astro dev start` shows the DAG in the UI, but every -task body raises NotImplementedError and the decorator is not configured yet. -Replace the stubs, wire the tasks together, and fill in the decorator. The -autograder fails while any NotImplementedError remains. -""" - +import io import os from datetime import datetime from pathlib import Path -from airflow.sdk import dag, task +import pandas as pd +import requests +from airflow.providers.postgres.hooks.postgres import PostgresHook +from airflow.providers.standard.operators.bash import BashOperator +from airflow.sdk import dag, task , get_current_context # Your per-student schema. AIRFLOW_STUDENT is set in .env for local Astro dev; # on the shared VM it falls back to the dags// directory name. @@ -22,6 +15,25 @@ SCHEMA = f"airflow_{STUDENT}" TLC_BASE = "https://d37ci6vzurychx.cloudfront.net/trip-data" +dbt = "uvx --python 3.11 --from 'dbt-core==1.10.*' --with 'dbt-postgres==1.10.*' dbt" +DBT_ENV = { + "PG_HOST": "{{ conn.azure_pg.host }}", + "PG_USER": "{{ conn.azure_pg.login }}",} + + +def parquet_url_for(ds: str) -> str: + """Return the TLC green-taxi parquet URL for a logical date.""" + year_month = ds[:7] # "2024-01-01" -> "2024-01" + return f"{TLC_BASE}/green_tripdata_{year_month}.parquet" + + +def _ds_from_context() -> str: + """Return the logical-date string for the current task run.""" + ctx = get_current_context() + dr = ctx["dag_run"] + dt = dr.logical_date or dr.run_after + return dt.strftime("%Y-%m-%d") + def find_dbt_dir() -> str: """Return the mounted dbt project path (Astro vs shared-VM install root).""" @@ -38,24 +50,62 @@ def find_dbt_dir() -> str: @dag( - # TODO Task 1 (see README): configure the decorator. + dag_id=f"taxi_pipeline_{STUDENT}", + schedule="@monthly", start_date=datetime(2024, 1, 1), + catchup=False, + default_args={ + "retries": 2, + "retry_delay": 60, # seconds + }, + tags=["week12", "taxi_pipeline", f"student:{STUDENT}"], ) def taxi_pipeline(): @task def ingest_taxi_month() -> int: - """Download one month of TLC green-taxi data and load it into - ``{SCHEMA}.raw_trips`` idempotently. Return the number of rows. - - TODO Task 2 and Task 3 (see README). - """ - raise NotImplementedError - - # TODO Task 2 (see README): add the two transform tasks, wire the full - # chain, and run the transform through the Chapter 4 command so it works - # on the image's Python. TODO Task 4: add retry behaviour. - - ingest_taxi_month() - + ds = _ds_from_context() + year_month= ds[:7] + resp=requests.get(parquet_url_for(ds),timeout=60) + resp.raise_for_status() + df=pd.read_parquet(io.BytesIO(resp.content)) + hook = PostgresHook(postgres_conn_id="azure_pg") + engine = hook.get_sqlalchemy_engine() + with hook.get_conn() as conn, conn.cursor() as cur: + cur.execute(f'CREATE SCHEMA IF NOT EXISTS "{SCHEMA}"') + + df.head(0).to_sql( + "raw_trips", engine, schema=SCHEMA, if_exists="append", index=False + ) + with hook.get_conn() as conn, conn.cursor() as cur: + cur.execute( + f'DELETE FROM "{SCHEMA}".raw_trips ' + "WHERE to_char(lpep_pickup_datetime, 'YYYY-MM') = %s", + (year_month,), + ) + df.to_sql( + "raw_trips", + engine, + schema=SCHEMA, + if_exists="append", + index=False, + method="multi", + chunksize=1000, + ) + return len(df) + + dbt_run = BashOperator( + task_id = "dbt_run", + bash_command=( + f"{dbt} deps --project-dir {DBT_DIR} --profiles-dir {DBT_DIR} && " + f"{dbt} run --project-dir {DBT_DIR} --profiles-dir {DBT_DIR}" + ), + env=DBT_ENV, + append_env=True,) + dbt_test = BashOperator( + task_id="dbt_test", + bash_command=f"{dbt} test --project-dir {DBT_DIR} --profiles-dir {DBT_DIR}", + env=DBT_ENV, + append_env=True,) + ingest_taxi_month() >> dbt_run >> dbt_test taxi_pipeline() diff --git a/images/backfill.png b/images/backfill.png new file mode 100644 index 0000000000000000000000000000000000000000..955792281feb8f57baa8f485f800d2cefb7b5885 GIT binary patch literal 56608 zcmc$GcQ~8v`?se{7dp_^Y-?3fZ3#6(TSe{KGd#74Q8SeYowO9K8ntT^B(+OOx>W5M zsga~8Awi792$47aKHv8Fy??&{{NDRG?nACi?rWUaxj*Nf=XXr?c@7I5=HlYwF}Qup zf{TkA&c(IY`QQOgk06-8kn`uS5DWdAT*zLLc}`=W*A0^!TwK*jM|SS+=d=&qyKNuB z#dRX|*ZmjKQ~W*`*F?R+ts7SNofim@NF0vUzOvD3@2<4xT;i0V>oGaM(^xajv(Q~RDtyt})){a&g zs&tdV5)Xwv*+LD+55+s|2D55lc4|F(LdLNvwCw!emA(dZoKF}^>6FZ>3qe1Tl=oubosY+ z(De!C-`24&2jPGHX`X#{{C|5w`vZI;GneC+3HkI^&qM!R$ph)T)pqXHcHLJWoSnIM z?dQE=F~ZZQPh~YVjnADs=XvsxmA!q2U&D#il$19nTIcBgXaDT*ddS)3{SGB#k4QFE z=lM^ZD4251GVC%erl8N;*%kG_yrX;TNkwI)v5YBy7SMNQqkp5|r4z`#M}e*0b$oWm zGJnQJqcIMZWf+8Rh`R>umRCLahn8>4k8kc#a18s1f;|bmarfNaKqL281%(9^z!aXA zAINR=e3w7`j;K5a^bN9po1B+;8}2NK_da)zGuGJdcX8#-rR|=Q1Lyu6qcWfZ=bOe= zcR3tQke5|g?^OHLSU2o<^T=@_ipYxNojcwtxNo$4)Oh?P49*(`gnK2?VO$Hmky88Z z=3vbM@F^9ZL?vo+uqyTGC<+{F&;4HlX44PCAEu!Y{i>HP*)&B&yjb<`khgI1s|*fV z>rN8_jIj?xzBl9L>VRDiMO2-{`L^ZOW-YpR>mxU_w#6}D+81h1@Q-+-0Z?BLE>JIn z=MRfq^EtlR;K$gB6jq>H?|tOb`0Ht6e>apHyYxX7WouR|`{QSTUD^DQmwMyIP$#w2 z=?W+v%Gmd3ga?NcR9b6GnWl_|w3&lL;)d#Y+3Uzl%RIyLIU%a@!wa@iW!^#nP#@@( zyusMot}%;oa(vf$hfxn;r*#my`UZdH%Wj2bB%xH7PuaiKO7BIPilZ^al}^X8m(+lsp_u(&>AlI} zEvs+RVEi0*r89;8&=6U0-Yv!DrCXX~(as|gUEQy5W&{}mU|1dWmkxAt2JXEY4Y%x83d`_@0(Gv0ma+H=Y9IYf6Q z%d@HNaLRW5xLlfASbTiEbpR4PYpb0RJT7UHp=mB>6Isv}pMC)d99noJZIjp66vVbI z)3bhvlB_b)vZbx(-I;ktdTB$n)Ighvg+8@M*cemHJj-?GIlL)gc?)KGG6!uhcPR2V zFV@d}zhd5}sbL$~T7T;gQP1c^wjEk4qz2Z=w{kZFadUZt3OU zX>`(h2Qv`1!ECIL_n*uUv<~KIj?fU$-@gyzsH`lDKH_MUa`kPVAa)h8gbpnEb^rRD z>~!}X=`m^D*86J+yHr3tx)N6b8b8&=ARbXt?q3itDp8=nS51OBF^E|D28n>_s_&>mBqIPcimGxwFXi~kq~UxP{|RIRNWG!uRisDncCEmuyWA1m z`{Rj1*VYdJ86)iZ@)ckY@uM5l$N}!JT8s%R*L!ge4^?iL?kJJqUe8F7X_Y<#KcbOaE`gt@8kEm6T+h2e>I^oVxq#G^*$R??n``P1XvyH`p@n9X^nZ$7BdQ*n~7dC+yW+wM3jHkUdCWL-Wi

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when no PRs land. + - cron: "0 6 * * *" + +jobs: + build: + runs-on: ubuntu-latest + steps: + - uses: actions/checkout@v4 + + - uses: actions/setup-python@v5 + with: + python-version: "3.12" + + - name: Install dbt-core + dbt-postgres + run: pip install "dbt-core==1.11.*" "dbt-postgres==1.10.*" + + - name: Render profiles.yml from template + run: | + mkdir -p ~/.dbt + sed "s/dev_/dev_ci/" profiles.yml.example > ~/.dbt/profiles.yml + + - name: dbt deps + run: | + if [ -f packages.yml ]; then dbt deps; fi + + - name: dbt build + env: + PG_PASSWORD: ${{ secrets.PG_PASSWORD }} + run: dbt build --select +fct_trips --profiles-dir ~/.dbt diff --git a/include/dbt_project/.gitignore b/include/dbt_project/.gitignore new file mode 100644 index 0000000..e07de29 --- /dev/null +++ b/include/dbt_project/.gitignore @@ -0,0 +1,7 @@ +target/ +dbt_packages/ +logs/ +profiles.yml +.env +.DS_Store +.user.yml diff --git a/include/dbt_project/README.md b/include/dbt_project/README.md index 67f2b5f..8389dbb 100644 --- a/include/dbt_project/README.md +++ b/include/dbt_project/README.md @@ -1,21 +1,100 @@ -# Put your dbt project here +# nyc-taxi-dbt-reference -Your `dbt_run` / `dbt_test` tasks run dbt against a project mounted at -`include/dbt_project/`. Astro mounts this folder into the container at -`/usr/local/airflow/include/dbt_project`. +Reference dbt project for **HYF Data Track Week 10**. Mirrors the `nyc_taxi` project that the +chapters in `Data Track/Week 10/` walk you through building. -Use **one** of these: +This repo is a **safety net**, not a starter. The chapters expect you to type each file +yourself. If you fall behind or something breaks, check out the tag for the chapter you are +on and diff your local copy against this one. -1. **Your own Week 10 project.** Copy your `nyc-taxi-dbt` models, `dbt_project.yml`, - and `profiles.yml` into this directory. -2. **The class reference project** (if your Week 10 project is not runnable): +## Tags (one per chapter checkpoint) - ```bash - git clone https://github.com/lassebenni/nyc-taxi-airflow-reference /tmp/class-ref - cp -r /tmp/class-ref/include/dbt_project/. include/dbt_project/ - ``` +| Tag | Chapter | What you should have at this point | +| ----------------------- | ---------------------------------------- | ------------------------------------------------------------------- | +| `ch2-dbt-setup-azure` | Ch 2 — dbt Setup for Azure PostgreSQL | `dbt_project.yml`, `profiles.yml.example`, `_sources.yml`, plain `stg_trips.sql` | +| `ch3-sql-jinja` | Ch 3 — SQL and Jinja Templating | `stg_trips.sql` extended with `payment_type_label`, `tip_pct`, `fare_per_mile` | +| `ch4-materializations` | Ch 4 — Materializations & Layers | `stg_zones.sql`, `fct_trips.sql`, materialization config in `dbt_project.yml` | +| `ch5-dbt-tests` | Ch 5 — dbt Tests | All schema YAML, singular test, unit test, `packages.yml` | +| `ch6-docs-extras` | Ch 6 — Docs & Extras | Fleshed-out `_fct_trips.yml` descriptions, doc block, `mutable_zones` seed + snapshot | -Document which one you used in `ASSIGNMENT_REPORT.md`. +```bash +git checkout ch4-materializations # rewind to end of Chapter 4 +git checkout main # latest (= end of Chapter 6) +``` -> The dbt tasks call dbt through `uvx --python 3.11`, so you do **not** put -> `dbt-core` in `requirements.txt`. See Chapter 4 for the exact command. +## Setup + +Prereqs: dbt-core 1.11 with `dbt-postgres` (see [Ch 2](https://github.com/hackyourfuture/datatrack/blob/main/Data%20Track/Week%2010/week_10__2_dbt_setup_azure.md) for install). + +```bash +cp profiles.yml.example profiles.yml # then edit `schema:` to dev_ +export PG_PASSWORD='your-week-6-password' # macOS/Linux/WSL +just deps # dbt deps (only needed from v4 onward) +just build # dbt build --select +fct_trips +``` + +`profiles.yml` is gitignored — it stays local so the file never lands in version control with a real password. + +## Running from Airflow (Week 11) + +[Week 11 Chapter 4](https://github.com/hackyourfuture/datatrack/blob/main/Data%20Track/Week%2011/week_11__4_sequential_pipelines.md) runs this dbt project end-to-end from an Airflow `BashOperator`. Three concrete setup steps on top of the local-dev setup above: + +### 1. Copy the project into your Astro project's `include/` folder + +Astro mounts `include/` into every container. Putting the dbt project under `include/dbt_project/` is the convention Ch4's `DBT_DIR` constant expects: + +```bash +# from your Astro project directory +cp -r ../nyc-taxi-dbt-reference include/dbt_project + +# or, if you cloned this repo as a submodule: +git submodule add git@github.com:hackyourfuture/nyc-taxi-dbt-reference include/dbt_project +cd include/dbt_project && git checkout week-11-airflow && cd ../.. +``` + +### 2. Pass the connection credentials through `BashOperator.env` + +The `profiles.yml.example` on this branch reads **four** env vars with sensible defaults for the shared class DB: `PG_HOST`, `PG_USER`, `PG_DBNAME`, `PG_SCHEMA`, plus `PG_PASSWORD` which has no default (security). Pull them from the `azure_pg` Airflow Connection you created in Ch4 and forward them to the bash command: + +```python +DBT_DIR = "/usr/local/airflow/include/dbt_project" +DBT_ENV = { + "PG_HOST": "{{ conn.azure_pg.host }}", + "PG_USER": "{{ conn.azure_pg.login }}", + "PG_PASSWORD": "{{ conn.azure_pg.password }}", + "PG_DBNAME": "{{ conn.azure_pg.schema }}", + "PG_SCHEMA": "airflow_taxi", # team-shared schema, not per-student +} + +dbt_run = BashOperator( + task_id="dbt_run", + bash_command=f"dbt run --project-dir {DBT_DIR} --profiles-dir {DBT_DIR}", + env=DBT_ENV, + append_env=True, # inherit PATH etc. from the worker +) +dbt_test = BashOperator( + task_id="dbt_test", + bash_command=f"dbt test --project-dir {DBT_DIR} --profiles-dir {DBT_DIR}", + env=DBT_ENV, + append_env=True, +) +``` + +No passwords in `profiles.yml`, no passwords in DAG code, all credentials flow through the Airflow Connection the way the rest of Ch4 teaches. + +### 3. Use a shared schema, not `dev_` + +Airflow writes into a single schema that downstream dashboards will read from. Pick one team-shared name (the example above uses `airflow_taxi`) and match it to whatever schema the `load_raw_trips` task writes to. A per-student `dev_` schema defeats the point of orchestrating a shared pipeline. + +### Differences from `main` + +Only two deliberate differences from the `main` branch: + +- `profiles.yml.example` reads `PG_HOST`, `PG_USER`, `PG_DBNAME`, `PG_SCHEMA` as env vars in addition to `PG_PASSWORD`, so the same file works for local dbt CLI (env vars fall back to the class defaults) and for Airflow (env vars come from the `azure_pg` connection). +- This README gained the Airflow section above. + +All model code, tests, seeds, and snapshots are byte-identical to `main`. Students who finished Week 10 on `main` can switch to `week-11-airflow` without needing to redo any of the SQL work. + +## CI + +Every push runs `dbt build --select +fct_trips` against the shared Azure PostgreSQL instance. If the curriculum prose drifts away from runnable reality (test result counts change, columns get renamed, etc.) CI fails and the chapter gets fixed. See `.github/workflows/dbt-build.yml`. diff --git a/include/dbt_project/dbt_project.yml b/include/dbt_project/dbt_project.yml new file mode 100644 index 0000000..1da9e46 --- /dev/null +++ b/include/dbt_project/dbt_project.yml @@ -0,0 +1,21 @@ +name: 'nyc_taxi' +version: '1.0.0' +profile: 'nyc_taxi' + +model-paths: ["models"] +analysis-paths: ["analyses"] +test-paths: ["tests"] +seed-paths: ["seeds"] +macro-paths: ["macros"] +snapshot-paths: ["snapshots"] + +clean-targets: + - "target" + - "dbt_packages" + +models: + nyc_taxi: + staging: + +materialized: view + marts: + +materialized: table diff --git a/include/dbt_project/justfile b/include/dbt_project/justfile new file mode 100644 index 0000000..8edd683 --- /dev/null +++ b/include/dbt_project/justfile @@ -0,0 +1,30 @@ +DBT := "dbt" + +# Show available recipes +default: + @just --list + +# Verify dbt can connect to Azure PostgreSQL +debug: + {{DBT}} debug --profiles-dir . + +# Install dbt packages from packages.yml (only needed from v4 onward) +deps: + {{DBT}} deps + +# Build all models from sources through fct_trips, with tests interleaved +build: + {{DBT}} build --select +fct_trips --profiles-dir . + +# Build models only (no tests) — useful while iterating locally +run: + {{DBT}} run --select +fct_trips --profiles-dir . + +# Run every test in the project +test: + {{DBT}} test --profiles-dir . + +# Drop and rebuild everything from a clean target/ +clean-build: + {{DBT}} clean + just build diff --git a/include/dbt_project/models/marts/_fct_trips.yml b/include/dbt_project/models/marts/_fct_trips.yml new file mode 100644 index 0000000..4bccd80 --- /dev/null +++ b/include/dbt_project/models/marts/_fct_trips.yml @@ -0,0 +1,50 @@ +version: 2 + +models: + - name: fct_trips + description: | + One row per completed NYC green taxi trip in January 2024, with + pickup/dropoff zone attributes folded in (OBT-style mart). Queried + directly by dashboards and ad-hoc analysis. + + **Grain:** one row per trip. + **Source:** `public.raw_trips` joined to `public.raw_zones` on + `pickup_location_id` and `dropoff_location_id`. + **Not included:** trips where `pickup_location_id` is NULL (dropped + in `stg_trips`); duplicate rows from the TLC source are kept as-is + and surfaced by `dbt_utils.unique_combination_of_columns`. + columns: + - name: pickup_datetime + description: Wall-clock time the trip began (America/New_York, no timezone attached). + tests: [not_null] + - name: dropoff_datetime + description: Wall-clock time the trip ended. + - name: fare_amount + description: Metered fare in USD, not including tip, tolls, or surcharges. + - name: tip_amount + description: Tip in USD. Non-zero only when payment_type is credit card (1). + - name: trip_distance + description: Distance in miles as reported by the taximeter. + - name: tip_pct + description: | + `tip_amount / fare_amount`, rounded to 4 decimals. NULL when + `fare_amount` is 0 (voided trips, no-charge rides). + - name: fare_per_mile + description: | + `fare_amount / trip_distance`, rounded to 4 decimals. NULL when + `trip_distance` is 0 (data-quality anomalies). + - name: payment_type_label + description: | + Human-readable payment method from the TLC code. See the jinja + dictionary in `stg_trips.sql` for the 1-6 → label mapping. + - name: pickup_borough + description: | + NYC borough of the pickup zone, joined from `stg_zones.borough`. + Values: Manhattan, Brooklyn, Queens, Bronx, Staten Island, EWR, + Unknown, NaN, or NULL when `pickup_location_id` did not resolve. + - name: pickup_zone + description: Human-readable pickup-zone name from `stg_zones.zone`. + - name: dropoff_borough + description: NYC borough of the dropoff zone. + - name: dropoff_zone + description: Human-readable dropoff-zone name. diff --git a/include/dbt_project/models/marts/fct_trips.sql b/include/dbt_project/models/marts/fct_trips.sql new file mode 100644 index 0000000..adaaec1 --- /dev/null +++ b/include/dbt_project/models/marts/fct_trips.sql @@ -0,0 +1,20 @@ +{{ config(materialized='table') }} + +select + t.pickup_datetime, + t.dropoff_datetime, + t.fare_amount, + t.tip_amount, + t.trip_distance, + t.tip_pct, + t.fare_per_mile, + t.payment_type_label, + pz.borough as pickup_borough, + pz.zone as pickup_zone, + dz.borough as dropoff_borough, + dz.zone as dropoff_zone +from {{ ref('stg_trips') }} t +left join {{ ref('stg_zones') }} pz + on t.pickup_location_id = pz.location_id +left join {{ ref('stg_zones') }} dz + on t.dropoff_location_id = dz.location_id diff --git a/include/dbt_project/models/marts/fct_trips_docs.md b/include/dbt_project/models/marts/fct_trips_docs.md new file mode 100644 index 0000000..2c1db8d --- /dev/null +++ b/include/dbt_project/models/marts/fct_trips_docs.md @@ -0,0 +1,10 @@ +{% docs trip_grain %} + +One row per completed taxi trip. "Completed" means the TLC submitted the +trip record to the public dataset; cancellations and trips in progress +are not included. Duplicates exist in the source data (roughly 4 rows in +January 2024 where every column is identical) and are kept as-is; see +the `dbt_utils.unique_combination_of_columns` test results for the +current count. + +{% enddocs %} diff --git a/include/dbt_project/models/staging/_sources.yml b/include/dbt_project/models/staging/_sources.yml new file mode 100644 index 0000000..6a55f80 --- /dev/null +++ b/include/dbt_project/models/staging/_sources.yml @@ -0,0 +1,12 @@ +version: 2 + +sources: + - name: nyc_taxi + description: Raw NYC green taxi trip records and zone lookup, loaded in Week 9. + database: team1 + schema: nyc_taxi + tables: + - name: raw_trips + description: One row per green taxi trip for January 2024 (~57K rows). + - name: raw_zones + description: NYC taxi zone lookup (265 rows mapping location IDs to boroughs). diff --git a/include/dbt_project/models/staging/_stg_trips.yml b/include/dbt_project/models/staging/_stg_trips.yml new file mode 100644 index 0000000..656a4fc --- /dev/null +++ b/include/dbt_project/models/staging/_stg_trips.yml @@ -0,0 +1,52 @@ +version: 2 + +models: + - name: stg_trips + description: Cleaned green taxi trips, one row per trip. + tests: + # Chapter 5 teaches this test at the default `error` severity to demonstrate + # how `dbt build` skips downstream models on a test failure. The January 2024 + # raw_trips data contains 4 genuine duplicate rows (a TLC source-data issue), + # so the test always fails. In this reference repo we soften it to `warn` to + # keep CI green while still surfacing the count. When students follow the + # chapter on their own machine, they should leave it at the default. + - dbt_utils.unique_combination_of_columns: + combination_of_columns: [pickup_datetime, dropoff_datetime, pickup_location_id, fare_amount] + config: + severity: warn + columns: + - name: pickup_datetime + description: When the trip started. + tests: + - not_null + - name: pickup_location_id + description: TLC zone ID where the trip started. + tests: + - not_null + - relationships: + to: ref('stg_zones') + field: location_id + config: + severity: warn + - name: payment_type + description: TLC payment code (1-6). + tests: + - not_null: + severity: warn + - accepted_values: + values: [1, 2, 3, 4, 5, 6] + +unit_tests: + - name: payment_type_label_maps_known_codes + model: stg_trips + given: + - input: source('nyc_taxi', 'raw_trips') + rows: + - {payment_type: 1, pickup_datetime: '2024-01-01 08:00:00', pickup_location_id: 100, fare_amount: 10.0, tip_amount: 2.0, trip_distance: 2.0} + - {payment_type: 2, pickup_datetime: '2024-01-01 09:00:00', pickup_location_id: 100, fare_amount: 10.0, tip_amount: 0.0, trip_distance: 2.0} + - {payment_type: 6, pickup_datetime: '2024-01-01 10:00:00', pickup_location_id: 100, fare_amount: 10.0, tip_amount: 0.0, trip_distance: 2.0} + expect: + rows: + - {payment_type: 1, payment_type_label: 'Credit card'} + - {payment_type: 2, payment_type_label: 'Cash'} + - {payment_type: 6, payment_type_label: 'Voided trip'} diff --git a/include/dbt_project/models/staging/_stg_zones.yml b/include/dbt_project/models/staging/_stg_zones.yml new file mode 100644 index 0000000..14f8227 --- /dev/null +++ b/include/dbt_project/models/staging/_stg_zones.yml @@ -0,0 +1,13 @@ +version: 2 + +models: + - name: stg_zones + description: One row per TLC taxi zone (265 zones total). + columns: + - name: location_id + description: TLC zone ID. + tests: + - unique + - not_null + - name: borough + description: NYC borough (Manhattan, Brooklyn, Queens, Bronx, Staten Island, EWR, Unknown). diff --git a/include/dbt_project/models/staging/stg_trips.sql b/include/dbt_project/models/staging/stg_trips.sql new file mode 100644 index 0000000..08cc069 --- /dev/null +++ b/include/dbt_project/models/staging/stg_trips.sql @@ -0,0 +1,36 @@ +{{ config(materialized='view') }} + +{% set payment_types = { + 1: 'Credit card', + 2: 'Cash', + 3: 'No charge', + 4: 'Dispute', + 5: 'Unknown', + 6: 'Voided trip' +} %} + +select + pickup_datetime, + dropoff_datetime, + pickup_location_id, + dropoff_location_id, + fare_amount, + tip_amount, + trip_distance, + payment_type, + case + when fare_amount > 0 then round((tip_amount / fare_amount)::numeric, 4) + else null + end as tip_pct, + case + when trip_distance > 0 then round((fare_amount / trip_distance)::numeric, 4) + else null + end as fare_per_mile, + case payment_type + {% for code, label in payment_types.items() %} + when {{ code }} then '{{ label }}' + {% endfor %} + else 'Other' + end as payment_type_label +from {{ source('nyc_taxi', 'raw_trips') }} +where pickup_location_id is not null diff --git a/include/dbt_project/models/staging/stg_zones.sql b/include/dbt_project/models/staging/stg_zones.sql new file mode 100644 index 0000000..1e98897 --- /dev/null +++ b/include/dbt_project/models/staging/stg_zones.sql @@ -0,0 +1,6 @@ +select + location_id, + borough, + zone, + service_zone +from {{ source('nyc_taxi', 'raw_zones') }} diff --git a/include/dbt_project/package-lock.yml b/include/dbt_project/package-lock.yml new file mode 100644 index 0000000..abff2f9 --- /dev/null +++ b/include/dbt_project/package-lock.yml @@ -0,0 +1,5 @@ +packages: + - name: dbt_utils + package: dbt-labs/dbt_utils + version: 1.3.3 +sha1_hash: e6424ba9e5a22487e47f023803aa4f0411946808 diff --git a/include/dbt_project/packages.yml b/include/dbt_project/packages.yml new file mode 100644 index 0000000..b26b1ff --- /dev/null +++ b/include/dbt_project/packages.yml @@ -0,0 +1,3 @@ +packages: + - package: dbt-labs/dbt_utils + version: [">=1.1.0", "<2.0.0"] diff --git a/include/dbt_project/profiles.yml.example b/include/dbt_project/profiles.yml.example new file mode 100644 index 0000000..ca59c8e --- /dev/null +++ b/include/dbt_project/profiles.yml.example @@ -0,0 +1,13 @@ +nyc_taxi: + target: dev + outputs: + dev: + type: postgres + host: "{{ env_var('PG_HOST', 'hyf-data-pg.postgres.database.azure.com') }}" + port: 5432 + user: "{{ env_var('PG_USER', 'hyfadmin') }}" + password: "{{ env_var('PG_PASSWORD') }}" + dbname: "{{ env_var('PG_DBNAME', 'team1') }}" + schema: "{{ env_var('PG_SCHEMA', 'dev_') }}" # ⚠️ Local dev: replace with your first name, lowercase. Airflow: pass PG_SCHEMA via BashOperator env (see README § Running from Airflow). + sslmode: require + threads: 4 diff --git a/include/dbt_project/seeds/mutable_zones.csv b/include/dbt_project/seeds/mutable_zones.csv new file mode 100644 index 0000000..0a1a11a --- /dev/null +++ b/include/dbt_project/seeds/mutable_zones.csv @@ -0,0 +1,11 @@ +location_id,borough,zone,service_zone +1,EWR,Newark Airport,EWR +4,Manhattan,Alphabet City,Yellow Zone +13,Manhattan,Battery Park City,Yellow Zone +87,Manhattan,Financial District North,Yellow Zone +132,Queens,JFK Airport,Airports +138,Queens,LaGuardia Airport,Airports +161,Manhattan,Midtown Center,Yellow Zone +236,Manhattan,Upper East Side North,Yellow Zone +264,Unknown,NV,N/A +265,Unknown,Outside of NYC,N/A diff --git a/include/dbt_project/snapshots/mutable_zones_snapshot.sql b/include/dbt_project/snapshots/mutable_zones_snapshot.sql new file mode 100644 index 0000000..f01022e --- /dev/null +++ b/include/dbt_project/snapshots/mutable_zones_snapshot.sql @@ -0,0 +1,12 @@ +{% snapshot mutable_zones_snapshot %} + +{{ config( + target_schema=target.schema ~ '_snapshots', + unique_key='location_id', + strategy='check', + check_cols=['borough', 'zone', 'service_zone'] +) }} + +select * from {{ ref('mutable_zones') }} + +{% endsnapshot %} diff --git a/include/dbt_project/tests/assert_pickup_before_dropoff.sql b/include/dbt_project/tests/assert_pickup_before_dropoff.sql new file mode 100644 index 0000000..5092eba --- /dev/null +++ b/include/dbt_project/tests/assert_pickup_before_dropoff.sql @@ -0,0 +1,6 @@ +select + pickup_datetime, + dropoff_datetime, + pickup_location_id +from {{ ref('stg_trips') }} +where pickup_datetime > dropoff_datetime diff --git a/tests/dags/test_dag_example.py b/tests/dags/test_dag_example.py new file mode 100644 index 0000000..6ff3552 --- /dev/null +++ b/tests/dags/test_dag_example.py @@ -0,0 +1,83 @@ +"""Example DAGs test. This test ensures that all Dags have tags, retries set to two, and no import errors. This is an example pytest and may not be fit the context of your DAGs. Feel free to add and remove tests.""" + +import os +import logging +from contextlib import contextmanager +import pytest +from airflow.models import DagBag + + +@contextmanager +def suppress_logging(namespace): + logger = logging.getLogger(namespace) + old_value = logger.disabled + logger.disabled = True + try: + yield + finally: + logger.disabled = old_value + + +def get_import_errors(): + """ + Generate a tuple for import errors in the dag bag + """ + with suppress_logging("airflow"): + dag_bag = DagBag(include_examples=False) + + def strip_path_prefix(path): + return os.path.relpath(path, os.environ.get("AIRFLOW_HOME")) + + # prepend "(None,None)" to ensure that a test object is always created even if it's a no op. + return [(None, None)] + [ + (strip_path_prefix(k), v.strip()) for k, v in dag_bag.import_errors.items() + ] + + +def get_dags(): + """ + Generate a tuple of dag_id, in the DagBag + """ + with suppress_logging("airflow"): + dag_bag = DagBag(include_examples=False) + + def strip_path_prefix(path): + return os.path.relpath(path, os.environ.get("AIRFLOW_HOME")) + + return [(k, v, strip_path_prefix(v.fileloc)) for k, v in dag_bag.dags.items()] + + +@pytest.mark.parametrize( + "rel_path,rv", get_import_errors(), ids=[x[0] for x in get_import_errors()] +) +def test_file_imports(rel_path, rv): + """Test for import errors on a file""" + if rel_path and rv: + raise Exception(f"{rel_path} failed to import with message \n {rv}") + + +APPROVED_TAGS = {} + + +@pytest.mark.parametrize( + "dag_id,dag,fileloc", get_dags(), ids=[x[2] for x in get_dags()] +) +def test_dag_tags(dag_id, dag, fileloc): + """ + test if a DAG is tagged and if those TAGs are in the approved list + """ + assert dag.tags, f"{dag_id} in {fileloc} has no tags" + if APPROVED_TAGS: + assert not set(dag.tags) - APPROVED_TAGS + + +@pytest.mark.parametrize( + "dag_id,dag, fileloc", get_dags(), ids=[x[2] for x in get_dags()] +) +def test_dag_retries(dag_id, dag, fileloc): + """ + test if a DAG has retries set + """ + assert ( + dag.default_args.get("retries", None) >= 2 + ), f"{dag_id} in {fileloc} must have task retries >= 2." diff --git a/tests/test_dag_integrity.py b/tests/test_dag_integrity.py index 7cc0698..30d0b55 100644 --- a/tests/test_dag_integrity.py +++ b/tests/test_dag_integrity.py @@ -17,7 +17,7 @@ def test_no_import_errors(): """Every .py in dags/ must import cleanly.""" - dag_bag = DagBag(dag_folder="dags", include_examples=False) + dag_bag = DagBag(dag_folder="dags") assert dag_bag.import_errors == {}, ( f"DAG import errors: {dag_bag.import_errors}" ) @@ -25,6 +25,6 @@ def test_no_import_errors(): def test_every_dag_has_tags(): """Light convention check so DAGs are discoverable via the UI tag filter.""" - dag_bag = DagBag(dag_folder="dags", include_examples=False) + dag_bag = DagBag(dag_folder="dags") for dag_id, dag in dag_bag.dags.items(): assert dag.tags, f"DAG {dag_id} is missing tags" From 2bb90fd64c6792e8bd7b24175e3f399d28cbc754 Mon Sep 17 00:00:00 2001 From: Mareh Date: Thu, 23 Jul 2026 22:56:47 +0200 Subject: [PATCH 2/7] Fix dag_id prefix --- dags/{ => student-mareh}/taxi_pipeline.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) rename dags/{ => student-mareh}/taxi_pipeline.py (98%) diff --git a/dags/taxi_pipeline.py b/dags/student-mareh/taxi_pipeline.py similarity index 98% rename from dags/taxi_pipeline.py rename to dags/student-mareh/taxi_pipeline.py index 12af7b9..0181557 100644 --- a/dags/taxi_pipeline.py +++ b/dags/student-mareh/taxi_pipeline.py @@ -50,7 +50,7 @@ def find_dbt_dir() -> str: @dag( - dag_id=f"taxi_pipeline_{STUDENT}", + dag_id=f"{STUDENT}_taxi_pipeline", schedule="@monthly", start_date=datetime(2024, 1, 1), catchup=False, From 9a32ff2189e22e1f123554afbce7c696d6e49176 Mon Sep 17 00:00:00 2001 From: Mareh Date: Thu, 23 Jul 2026 23:27:19 +0200 Subject: [PATCH 3/7] Fix project structure for assignment submission --- c55-shared-airflow | 1 + dags/{student-mareh => }/taxi_pipeline.py | 0 2 files changed, 1 insertion(+) create mode 160000 c55-shared-airflow rename dags/{student-mareh => }/taxi_pipeline.py (100%) diff --git a/c55-shared-airflow b/c55-shared-airflow new file mode 160000 index 0000000..bb6d564 --- /dev/null +++ b/c55-shared-airflow @@ -0,0 +1 @@ +Subproject commit bb6d5646d722b9616457fff36368796823bcbe4a diff --git a/dags/student-mareh/taxi_pipeline.py b/dags/taxi_pipeline.py similarity index 100% rename from dags/student-mareh/taxi_pipeline.py rename to dags/taxi_pipeline.py From 639dfc33de1ab83c18b9681d04e58dfe53828a9b Mon Sep 17 00:00:00 2001 From: Mareh Date: Thu, 23 Jul 2026 23:29:23 +0200 Subject: [PATCH 4/7] Remove embedded c55-shared-airflow repo --- c55-shared-airflow | 1 - 1 file changed, 1 deletion(-) delete mode 160000 c55-shared-airflow diff --git a/c55-shared-airflow b/c55-shared-airflow deleted file mode 160000 index bb6d564..0000000 --- a/c55-shared-airflow +++ /dev/null @@ -1 +0,0 @@ -Subproject commit bb6d5646d722b9616457fff36368796823bcbe4a From 7539a5ed58398a0b02d45546fc8ff176efb25a12 Mon Sep 17 00:00:00 2001 From: Lasse Benninga Date: Fri, 24 Jul 2026 09:34:21 +0200 Subject: [PATCH 5/7] fix(autograder): ignore TODO markers inside HTML comments Co-authored-by: Cursor --- .hyf/test.sh | 15 +++++++++++++-- 1 file changed, 13 insertions(+), 2 deletions(-) diff --git a/.hyf/test.sh b/.hyf/test.sh index 0af5bfd..eb1decf 100755 --- a/.hyf/test.sh +++ b/.hyf/test.sh @@ -133,12 +133,23 @@ score=$((score + l5)) pass "Level 5: parameterized runs ($l5/15 pts)" # ── Level 6 (10 pts): docs filled in ──────────────────────────────────────── +# Count TODO markers in visible markdown only. Starter HTML comments like +# must not fail a filled-in runbook/AI log. +todo_count() { + local f="$1" + python3 - "$f" <<'PY' +import re, sys +text = open(sys.argv[1], encoding="utf-8").read() +text = re.sub(r"", "", text, flags=re.S) +print(len(re.findall(r"TODO", text))) +PY +} l6=0 runbook="$REPO_ROOT/RUNBOOK.md" ai="$REPO_ROOT/AI_ASSIST.md" if file_has_content "$runbook"; then rb_chars=$(wc -c < "$runbook" | tr -d ' ') - rb_todo=$(grep -c "TODO" "$runbook" 2>/dev/null || true) + rb_todo=$(todo_count "$runbook") if [[ "$rb_chars" -ge 400 && "$rb_todo" -eq 0 ]]; then l6=$((l6 + 5)); pass "RUNBOOK.md: filled in (${rb_chars} chars, no TODO left)" else @@ -149,7 +160,7 @@ else fi if file_has_content "$ai"; then ai_chars=$(wc -c < "$ai" | tr -d ' ') - ai_todo=$(grep -c "TODO" "$ai" 2>/dev/null || true) + ai_todo=$(todo_count "$ai") if [[ "$ai_chars" -ge 400 && "$ai_todo" -eq 0 ]]; then l6=$((l6 + 5)); pass "AI_ASSIST.md: filled in (${ai_chars} chars, no TODO left)" else From 34a9bd0b7ff3cc444f8902d770c53a718a4c50bf Mon Sep 17 00:00:00 2001 From: Lasse Benninga Date: Fri, 24 Jul 2026 11:21:59 +0200 Subject: [PATCH 6/7] chore(autograder): sync .hyf/test.sh from main MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Pick up ASSIGNMENT_REPORT TODO scoring, max_active_runs check, and screenshot presence (≥3 image files). Co-authored-by: Cursor --- .hyf/test.sh | 77 ++++++++++++++++++++++++++++++++++++++++++++-------- 1 file changed, 65 insertions(+), 12 deletions(-) diff --git a/.hyf/test.sh b/.hyf/test.sh index eb1decf..e693692 100755 --- a/.hyf/test.sh +++ b/.hyf/test.sh @@ -3,7 +3,8 @@ # The DAG needs a running Astro/Airflow stack and a live Azure PostgreSQL # connection that CI cannot reach, so this checks file presence and code # patterns in dags/taxi_pipeline.py and the docs. The actual green run, -# backfill idempotency, and shared-Airflow deploy are reviewed by a teacher. +# Screenshot files are presence-checked; content, backfill idempotency, and +# shared-Airflow deploy are reviewed by a teacher. # Total points: 100. Passing score: 60. set -euo pipefail @@ -123,18 +124,30 @@ if [[ -f "$DAG" ]]; then if daggrep "datetime\.now\(|datetime\.today\("; then warn "dags/taxi_pipeline.py: datetime.now()/today() found — make sure the PARTITION comes from the logical date, not wall-clock time (Gotcha #1)" fi + # Remaining 5 pts require BOTH catchup=False and max_active_runs (Gotcha #6: + # set it on the @dag decorator, not only on the backfill CLI). + has_catchup=0 + has_max_active=0 if daggrep "catchup ?= ?False"; then - l5=$((l5 + 5)); pass "dags/taxi_pipeline.py: catchup=False set" + has_catchup=1 else fail "dags/taxi_pipeline.py: catchup=False not found — required for safe normal operation" fi + if daggrep "max_active_runs"; then + has_max_active=1 + else + fail "dags/taxi_pipeline.py: max_active_runs not found — set max_active_runs=1 on the @dag decorator (Gotcha #6); CLI --max-active-runs alone is not enough" + fi + if [[ "$has_catchup" -eq 1 && "$has_max_active" -eq 1 ]]; then + l5=$((l5 + 5)); pass "dags/taxi_pipeline.py: catchup=False and max_active_runs set" + fi fi score=$((score + l5)) pass "Level 5: parameterized runs ($l5/15 pts)" # ── Level 6 (10 pts): docs filled in ──────────────────────────────────────── -# Count TODO markers in visible markdown only. Starter HTML comments like -# must not fail a filled-in runbook/AI log. +# Count TODO markers in visible markdown only. Starter HTML comments must not +# contain the string TODO (use "fill in" / "REPLACE" instead). todo_count() { local f="$1" python3 - "$f" <<'PY' @@ -144,14 +157,24 @@ text = re.sub(r"", "", text, flags=re.S) print(len(re.findall(r"TODO", text))) PY } +visible_chars() { + local f="$1" + python3 - "$f" <<'PY' +import re, sys +text = open(sys.argv[1], encoding="utf-8").read() +text = re.sub(r"", "", text, flags=re.S) +print(len(text)) +PY +} l6=0 runbook="$REPO_ROOT/RUNBOOK.md" ai="$REPO_ROOT/AI_ASSIST.md" +report="$REPO_ROOT/ASSIGNMENT_REPORT.md" if file_has_content "$runbook"; then - rb_chars=$(wc -c < "$runbook" | tr -d ' ') + rb_chars=$(visible_chars "$runbook") rb_todo=$(todo_count "$runbook") if [[ "$rb_chars" -ge 400 && "$rb_todo" -eq 0 ]]; then - l6=$((l6 + 5)); pass "RUNBOOK.md: filled in (${rb_chars} chars, no TODO left)" + l6=$((l6 + 3)); pass "RUNBOOK.md: filled in (${rb_chars} chars, no TODO left)" else fail "RUNBOOK.md: still a template (${rb_chars} chars, ${rb_todo} TODO marker(s)) — fill in all four sections" fi @@ -159,23 +182,53 @@ else fail "RUNBOOK.md: empty" fi if file_has_content "$ai"; then - ai_chars=$(wc -c < "$ai" | tr -d ' ') + ai_chars=$(visible_chars "$ai") ai_todo=$(todo_count "$ai") if [[ "$ai_chars" -ge 400 && "$ai_todo" -eq 0 ]]; then - l6=$((l6 + 5)); pass "AI_ASSIST.md: filled in (${ai_chars} chars, no TODO left)" + l6=$((l6 + 2)); pass "AI_ASSIST.md: filled in (${ai_chars} chars, no TODO left)" else fail "AI_ASSIST.md: still a template (${ai_chars} chars, ${ai_todo} TODO marker(s))" fi else fail "AI_ASSIST.md: empty" fi +if file_has_content "$report"; then + rp_chars=$(visible_chars "$report") + rp_todo=$(todo_count "$report") + if [[ "$rp_chars" -ge 400 && "$rp_todo" -eq 0 ]]; then + l6=$((l6 + 2)); pass "ASSIGNMENT_REPORT.md: filled in (${rp_chars} chars, no TODO left)" + else + fail "ASSIGNMENT_REPORT.md: still a template (${rp_chars} chars, ${rp_todo} TODO marker(s)) — fill in schedule, deps, backfill, row counts, and shared deploy" + fi +else + fail "ASSIGNMENT_REPORT.md: empty" +fi +# Screenshots: presence only (3 pts). Content (Graph/Grid/log/shared UI) is teacher-reviewed. +# Ignore dbt package / tooling trees so vendored assets do not count. +# Portable count (no mapfile): works on macOS bash 3.2 and Ubuntu CI. +shot_count=$( + find "$REPO_ROOT" -type f \( -iname '*.png' -o -iname '*.jpg' -o -iname '*.jpeg' -o -iname '*.webp' -o -iname '*.gif' \) \ + ! -path '*/.git/*' \ + ! -path '*/include/dbt_project/*' \ + ! -path '*/.venv/*' \ + ! -path '*/node_modules/*' \ + ! -path '*/__pycache__/*' \ + | wc -l | tr -d ' ' +) +if [[ "$shot_count" -ge 3 ]]; then + l6=$((l6 + 3)); pass "screenshots: found ${shot_count} image file(s) (need ≥3 for Graph + Grid/run + task log)" +elif [[ "$shot_count" -gt 0 ]]; then + fail "screenshots: only ${shot_count} image file(s) — commit at least 3 (local Graph, green Grid/run, one task log; add shared-UI shot when the VM is up)" +else + fail "screenshots: none found — commit Graph, Grid/run, and task-log images into the PR (any folder)" +fi score=$((score + l6)) -pass "Level 6: documentation ($l6/10 pts)" +pass "Level 6: documentation + screenshots ($l6/10 pts)" # ── Report ────────────────────────────────────────────────────────────────── print_results "Week 12 Autograder — Orchestrated Pipeline" write_score "$score" "$PASSING" "$SCRIPT_DIR/score.json" echo "" -echo "Reminder: the shared-Airflow deploy, the green run, and backfill" -echo "idempotency are Target-tier items a teacher reviews by hand — a high" -echo "static score here is necessary but not sufficient for Target." +echo "Reminder: screenshot *content*, shared-Airflow deploy proof, and before/after" +echo "row counts are still teacher-reviewed. Autograder green is not a pass — a" +echo "high static score is necessary but not sufficient." From 467c053ba579a6886dd4069b4680062d7bd3f465 Mon Sep 17 00:00:00 2001 From: Lasse Benninga Date: Fri, 24 Jul 2026 12:44:17 +0200 Subject: [PATCH 7/7] chore(autograder): sync screenshot blocker from main Missing <3 screenshot images now forces pass=false (blocker). Co-authored-by: Cursor --- .hyf/grader_lib.sh | 10 ++++------ .hyf/test.sh | 10 ++++++---- 2 files changed, 10 insertions(+), 10 deletions(-) diff --git a/.hyf/grader_lib.sh b/.hyf/grader_lib.sh index 3142cfe..1ba13d3 100644 --- a/.hyf/grader_lib.sh +++ b/.hyf/grader_lib.sh @@ -7,11 +7,9 @@ # and a set of common static-analysis checks derived from recurring # PR review patterns across cohort c55. # -# blocker(): use for leaked-secret findings (a committed profiles.yml/.env, -# a hardcoded password/connection string). It behaves like fail() for the -# printed report, but also flips a flag that forces write_score() to report -# pass=false regardless of the earned point total -- a leaked secret must -# be fixed before the PR can pass, it cannot be "pointed around." +# blocker(): use for findings that must fail the PR regardless of points +# (leaked secrets, missing required evidence like screenshots). Behaves like +# fail() in the printed report, but forces write_score() to pass=false. _grader_details=() _grader_blocker=false @@ -38,7 +36,7 @@ write_score() { [[ "$score" -ge "$passing" ]] && pass_flag="true" if [[ "$_grader_blocker" == true ]]; then pass_flag="false" - echo "🚫 A blocker was found (leaked secret) -- forcing pass=false regardless of score." >&2 + echo "🚫 A blocker was found -- forcing pass=false regardless of score." >&2 fi cat > "$outfile" << JSON { diff --git a/.hyf/test.sh b/.hyf/test.sh index e693692..c596847 100755 --- a/.hyf/test.sh +++ b/.hyf/test.sh @@ -3,8 +3,9 @@ # The DAG needs a running Astro/Airflow stack and a live Azure PostgreSQL # connection that CI cannot reach, so this checks file presence and code # patterns in dags/taxi_pipeline.py and the docs. The actual green run, -# Screenshot files are presence-checked; content, backfill idempotency, and -# shared-Airflow deploy are reviewed by a teacher. +# Screenshot files are required (≥3): missing screenshots force pass=false. +# Content of those shots, backfill idempotency, and shared-Airflow deploy +# are still reviewed by a teacher. # Total points: 100. Passing score: 60. set -euo pipefail @@ -218,9 +219,10 @@ shot_count=$( if [[ "$shot_count" -ge 3 ]]; then l6=$((l6 + 3)); pass "screenshots: found ${shot_count} image file(s) (need ≥3 for Graph + Grid/run + task log)" elif [[ "$shot_count" -gt 0 ]]; then - fail "screenshots: only ${shot_count} image file(s) — commit at least 3 (local Graph, green Grid/run, one task log; add shared-UI shot when the VM is up)" + # Screenshots are required evidence for teacher review — cannot pass without them. + blocker "screenshots: only ${shot_count} image file(s) — commit at least 3 (local Graph, green Grid/run, one task log; add shared-UI shot when the VM is up)" else - fail "screenshots: none found — commit Graph, Grid/run, and task-log images into the PR (any folder)" + blocker "screenshots: none found — commit Graph, Grid/run, and task-log images into the PR (any folder). Screenshots are required; a high code score without them still fails." fi score=$((score + l6)) pass "Level 6: documentation + screenshots ($l6/10 pts)"