From da32b3ae7d4f82a66507fefe6913fb6d0a0a8b20 Mon Sep 17 00:00:00 2001 From: Tis5813 Date: Wed, 29 Jul 2026 23:51:40 +0200 Subject: [PATCH 1/2] Complete Task 1 PySpark exploration --- task-1/pyspark_exploration.ipynb | 170 +++++++++++++++++++++++++++++++ 1 file changed, 170 insertions(+) create mode 100644 task-1/pyspark_exploration.ipynb diff --git a/task-1/pyspark_exploration.ipynb b/task-1/pyspark_exploration.ipynb new file mode 100644 index 0000000..8fdd479 --- /dev/null +++ b/task-1/pyspark_exploration.ipynb @@ -0,0 +1,170 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 0, + "metadata": { + "application/vnd.databricks.v1+cell": { + "cellMetadata": { + "byteLimit": 2048000, + "rowLimit": 10000 + }, + "finishTime": 1785360606181, + "inputWidgets": {}, + "nuid": "ca37ef00-5146-4dc8-b431-8b64c6d68851", + "showTitle": false, + "startTime": 1785360605204, + "submitTime": 1785360604458, + "tableResultSettingsMap": {}, + "title": "" + } + }, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "output_type": "stream", + "text": [ + "root\n |-- vendor_id: long (nullable = true)\n |-- pickup_datetime: timestamp_ntz (nullable = true)\n |-- dropoff_datetime: timestamp_ntz (nullable = true)\n |-- passenger_count: long (nullable = true)\n |-- trip_distance: double (nullable = true)\n |-- rate_code_id: long (nullable = true)\n |-- store_and_fwd_flag: string (nullable = true)\n |-- pickup_location_id: long (nullable = true)\n |-- dropoff_location_id: long (nullable = true)\n |-- payment_type: long (nullable = true)\n |-- fare_amount: double (nullable = true)\n |-- extra: double (nullable = true)\n |-- mta_tax: double (nullable = true)\n |-- tip_amount: double (nullable = true)\n |-- tolls_amount: double (nullable = true)\n |-- improvement_surcharge: double (nullable = true)\n |-- total_amount: double (nullable = true)\n |-- congestion_surcharge: double (nullable = true)\n |-- airport_fee: double (nullable = true)\n\nroot\n |-- location_id: integer (nullable = true)\n |-- borough: string (nullable = true)\n |-- zone: string (nullable = true)\n |-- service_zone: string (nullable = true)\n\n" + ] + } + ], + "source": [ + "trips_df = spark.table(\"hyf.nyc_yellow.raw_trips\")\n", + "zones_df = spark.table(\"hyf.nyc_yellow.raw_zones\")\n", + "\n", + "trips_df.printSchema()\n", + "zones_df.printSchema()" + ] + }, + { + "cell_type": "code", + "execution_count": 0, + "metadata": { + "application/vnd.databricks.v1+cell": { + "cellMetadata": { + "byteLimit": 2048000, + "rowLimit": 10000 + }, + "finishTime": 1785360830062, + "inputWidgets": {}, + "nuid": "c27a8b01-dc79-48db-a3a0-3887fdf9b5f2", + "showTitle": false, + "startTime": 1785360827738, + "submitTime": 1785360826877, + "tableResultSettingsMap": {}, + "title": "" + } + }, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "output_type": "stream", + "text": [ + "+-------------+----------+\n| borough|trip_count|\n+-------------+----------+\n| Manhattan| 112028489|\n| Queens| 12292035|\n| Brooklyn| 2648890|\n| Bronx| 570457|\n| Unknown| 559802|\n| N/A| 76659|\n| EWR| 17103|\n|Staten Island| 9113|\n+-------------+----------+\n\n" + ] + } + ], + "source": [ + "from pyspark.sql import functions as F\n", + "\n", + "pickup_borough_counts = (\n", + " trips_df\n", + " .join(\n", + " zones_df,\n", + " trips_df.pickup_location_id == zones_df.location_id,\n", + " \"left\"\n", + " )\n", + " .groupBy(\"borough\")\n", + " .agg(F.count(\"*\").alias(\"trip_count\"))\n", + " .orderBy(F.desc(\"trip_count\"))\n", + ")\n", + "\n", + "pickup_borough_counts.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 0, + "metadata": { + "application/vnd.databricks.v1+cell": { + "cellMetadata": { + "byteLimit": 2048000, + "rowLimit": 10000 + }, + "finishTime": 1785361060815, + "inputWidgets": {}, + "nuid": "6e4d9cae-4678-4dab-b7ad-4687e5b10a83", + "showTitle": false, + "startTime": 1785361058542, + "submitTime": 1785361057864, + "tableResultSettingsMap": {}, + "title": "" + } + }, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "output_type": "stream", + "text": [ + "+------------+------------------+\n|payment_type| avg_total_amount|\n+------------+------------------+\n| 0| 23.48503280062518|\n| 1|29.999458495708435|\n| 2| 23.74697069224019|\n| 3| 9.028713996517435|\n| 4|2.1613990066710844|\n| 5|14.887777777777778|\n+------------+------------------+\n\n" + ] + } + ], + "source": [ + "average_amount_by_payment = (\n", + " trips_df\n", + " .groupBy(\"payment_type\")\n", + " .agg(\n", + " F.avg(\"total_amount\").alias(\"avg_total_amount\")\n", + " )\n", + " .orderBy(\"payment_type\")\n", + ")\n", + "\n", + "average_amount_by_payment.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "application/vnd.databricks.v1+cell": { + "cellMetadata": {}, + "inputWidgets": {}, + "nuid": "c28a6dfd-4a87-4eca-a5af-c6f35477b34b", + "showTitle": false, + "tableResultSettingsMap": {}, + "title": "" + } + }, + "source": [ + "## PySpark vs dbt SQL\n", + "\n", + "I would use dbt SQL for SQL-based transformations, data marts, and analytics models because it is simpler and easier to maintain. I would use PySpark when I need Python code, large-scale distributed processing, or functionality that cannot be expressed well in SQL, such as machine learning or external API integration." + ] + } + ], + "metadata": { + "application/vnd.databricks.v1+notebook": { + "computePreferences": null, + "dashboards": [], + "environmentMetadata": { + "base_environment": "", + "environment_version": "5" + }, + "inputWidgetPreferences": null, + "language": "python", + "notebookMetadata": { + "pythonIndentUnit": 4 + }, + "notebookName": "pyspark_exploration", + "widgets": {} + }, + "language_info": { + "name": "python" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} \ No newline at end of file From 6c034ee23d89bc3ffea3a478fabab7d61b38a527 Mon Sep 17 00:00:00 2001 From: Tis5813 Date: Thu, 30 Jul 2026 02:01:13 +0200 Subject: [PATCH 2/2] Complete Task 2 dbt incremental model on Databricks --- .gitignore | 1 + task-2/WRITEUP.md | 10 ++--- task-2/dbt_project.yml | 25 ++++++++++++ task-2/delta_history.png | Bin 0 -> 209689 bytes task-2/macros/safe_divide.sql | 6 +++ task-2/models/marts/_fct_trips.yml | 53 ++++++++++++++++++++++++++ task-2/models/marts/fct_trips.sql | 33 ++++++++++++++++ task-2/models/marts/fct_trips_docs.md | 10 +++++ task-2/models/staging/_sources.yml | 12 ++++++ task-2/models/staging/_stg_trips.yml | 52 +++++++++++++++++++++++++ task-2/models/staging/_stg_zones.yml | 13 +++++++ task-2/models/staging/stg_trips.sql | 49 ++++++++++++++++++++++++ task-2/models/staging/stg_zones.sql | 6 +++ task-2/package-lock.yml | 5 +++ task-2/packages.yml | 3 ++ 15 files changed, 273 insertions(+), 5 deletions(-) create mode 100644 task-2/dbt_project.yml create mode 100644 task-2/delta_history.png create mode 100644 task-2/macros/safe_divide.sql create mode 100644 task-2/models/marts/_fct_trips.yml create mode 100644 task-2/models/marts/fct_trips.sql create mode 100644 task-2/models/marts/fct_trips_docs.md create mode 100644 task-2/models/staging/_sources.yml create mode 100644 task-2/models/staging/_stg_trips.yml create mode 100644 task-2/models/staging/_stg_zones.yml create mode 100644 task-2/models/staging/stg_trips.sql create mode 100644 task-2/models/staging/stg_zones.sql create mode 100644 task-2/package-lock.yml create mode 100644 task-2/packages.yml diff --git a/.gitignore b/.gitignore index 03c790e..5c864f5 100644 --- a/.gitignore +++ b/.gitignore @@ -172,3 +172,4 @@ dist vite.config.js.timestamp-* vite.config.ts.timestamp-* +task-2/.venv/ diff --git a/task-2/WRITEUP.md b/task-2/WRITEUP.md index f3d1eb3..f7f2cf2 100644 --- a/task-2/WRITEUP.md +++ b/task-2/WRITEUP.md @@ -4,21 +4,21 @@ Fill in after running `dbt build --select fct_trips --full-refresh` baseline fol ## First build (full / initial load with --full-refresh) -- **Wall-clock time:** -- **Notes:** (optional: warehouse size, any errors you fixed) +- **Wall-clock time:** 2m 38.05s +- **Notes:** The full-refresh build completed successfully with `PASS=4 WARN=0 ERROR=0`. Before the successful run, I fixed the Databricks source schema from `public` to `nyc_yellow` and rebuilt the staging views. ## Second build (incremental rerun) -- **Wall-clock time:** +- **Wall-clock time:** 2m 25.82s ## Why was the second run faster? Write two or three sentences in your own words (see the assignment for the concepts you must name): -`___` +`The second run was slightly faster because `is_incremental()` evaluated to true and applied a filter using the maximum `pickup_datetime` already stored in `{{ this }}`. As a result, only rows with a strictly later timestamp were passed to the `MERGE`, instead of rebuilding the whole table. The difference was modest because Databricks still had to evaluate the upstream view, execute the merge, and run the model tests.` ## Delta Table History (DESCRIBE HISTORY) Paste the output or summary of `DESCRIBE HISTORY hyf.dev_yourname.fct_trips` (showing `CREATE OR REPLACE TABLE` and `MERGE` operations) or reference a screenshot: -`___` +`See `delta_history.png`. The Delta table history shows a `CREATE OR REPLACE TABLE AS SELECT` operation for the initial `--full-refresh` build, followed by a `MERGE` operation for the incremental rerun. This confirms that the second build updated the existing Delta table rather than recreating it.` diff --git a/task-2/dbt_project.yml b/task-2/dbt_project.yml new file mode 100644 index 0000000..94eed94 --- /dev/null +++ b/task-2/dbt_project.yml @@ -0,0 +1,25 @@ +name: 'nyc_taxi_borough_daily' +version: '1.0.0' +config-version: 2 + +# This project connects to the profile of the same name in profiles.yml. +profile: 'nyc_taxi_borough_daily' + +model-paths: ["models"] +macro-paths: ["macros"] +test-paths: ["tests"] + +target-path: "target" +clean-targets: + - "target" + - "dbt_packages" + +# Folder-level materialization defaults. Staging models stay as views (cheap, +# always fresh); the mart is built as a table (queried repeatedly by the +# dashboard). You can override per model with {{ config(materialized='...') }}. +models: + nyc_taxi_borough_daily: + staging: + +materialized: view + marts: + +materialized: table diff --git a/task-2/delta_history.png b/task-2/delta_history.png new file mode 100644 index 0000000000000000000000000000000000000000..0370d694694855e3f26b02a11a47ecc8b1b283f7 GIT binary patch literal 209689 zcmeFZbzGDC`#(;ngrXuLjfe;+(vpIth=S4~AT5lJjWlSbl#mt_5!fV0hm8(8iVicIY&K@_xX4{fBpXY?eW-lv-^J4bzQG3pD!YB-BhQeVWlA=BBImOP}L(M zqC^uBkycSr0KaT(!QzRCj_Eq8sNB+2QQ^Af0kU&^U`s@#5&6Q9(n!Dabf&2uHyM?x zk``KrG5&;-7L{+D8VeN1qwLcxm2L-Hp?+s*%=kB*lgsL}C5h z8JCsKgc2y*>Bra;dt+EKcT8$xx>>$tZQ4FkIFC~lDxH(L5P0LNek+!i_ht-kkkh zVv}lZ(aPBHJeh_0RoAI)jV8`5&i046NWS!4tF!R|TDxu+uiaM4zTlI7F`>2Nou8TR zOB81=YxIPs=c}+4_u$(%-zP{tlD?VAc~wqQkwN6<3k8ddz0pzndy$5=8!EYX4rlO6 z(lZZIl@G?t3)9dLM46datrSXN(kRND=kga8e?Qg!2R^2 zdoZebmBXR)2Az@W(jz0pc?>wgyQR%G5uVCtK8Ef@Df4$mP*Tqvzu$Va9>GvZ)E-A# zSb8*#ZCPOsBTZfBR=X_68?Ep_^B5lmqe_Ibs_7)rPILXbn;-7c2#ft3M~izviGbWW 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z_E1O=N}-11kE7r2SN1iCcLsGOYz)df=@J($Klk%uS(J!RP!PaFV9 z0L{B=064^t8g_+T`L~pR@Cl#^`s^uoKWic2>pfD|p0)=y)gj7xmCwK&%ZHtNUHKx3 z+^1`v5Cd$KQVc?UDdmG#X;JFY%*fKWq6f3gp%9t0*N<7n#`4=0PRH2P(rnacuIG_l zckB@hS=$&9Eks7{;mY-cKFr`)fan%Gx}Dhj3L9O6KxB@UCmM^U2+D-+y{(_TOLuCw zZwa%ixlE8l>6{MaH*oxejeY^{*JH}cAJ&6|zjGo8pFg;TPk=B=OQTiAEkdT*`=5go z#)4QBI3;~HxGwRvV!-DC9$0cm3rpdPtaV6Va3zduOVOhOK~o3^O)2~fvxP-)T|t)NiJFQ2^!CJtiKrthzz~4O|s%xvhsJ&0Q}`!+7dn0!JHqM&qOKXTSx1yN<@}@ma7Z~ z?XUu|FKj~;P3fBtW>BD$b@1O;&gyw2b5I4+fYH93Rr7f0FMjo>OM76x-|N`Iaj^00 zzH$$MdBZ394s3%;nsa?lRW`H-0~qCOM*v}e3LZP4J)deH3Q 0 then round(({{ numerator }} / {{ denominator }})::numeric, 4) + else null + end +{% endmacro %} diff --git a/task-2/models/marts/_fct_trips.yml b/task-2/models/marts/_fct_trips.yml new file mode 100644 index 0000000..4f82008 --- /dev/null +++ b/task-2/models/marts/_fct_trips.yml @@ -0,0 +1,53 @@ +version: 2 + +models: + - name: fct_trips + description: | + One row per completed NYC yellow taxi trip (2023-2025), with + pickup/dropoff zone attributes folded in (OBT-style mart). Queried + directly by dashboards and ad-hoc analysis. + + **Grain:** one row per trip (`trip_id` surrogate key). + **Source:** `hyf.nyc_yellow.raw_trips` joined to `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: trip_id + description: Surrogate key generated in `stg_trips` for incremental merge. + tests: [not_null, unique] + - 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/task-2/models/marts/fct_trips.sql b/task-2/models/marts/fct_trips.sql new file mode 100644 index 0000000..4c09960 --- /dev/null +++ b/task-2/models/marts/fct_trips.sql @@ -0,0 +1,33 @@ +{{ config( + materialized='incremental', + incremental_strategy='merge', + unique_key='trip_id' +) }} + +select + t.trip_id, + t.pickup_datetime, + t.dropoff_datetime, + t.fare_amount, + t.tip_amount, + t.trip_distance, + t.trip_duration_minutes, + 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 + +{% if is_incremental() %} +where t.pickup_datetime > ( + select max(pickup_datetime) + from {{ this }} +) +{% endif %} \ No newline at end of file diff --git a/task-2/models/marts/fct_trips_docs.md b/task-2/models/marts/fct_trips_docs.md new file mode 100644 index 0000000..2c1db8d --- /dev/null +++ b/task-2/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/task-2/models/staging/_sources.yml b/task-2/models/staging/_sources.yml new file mode 100644 index 0000000..acd53e6 --- /dev/null +++ b/task-2/models/staging/_sources.yml @@ -0,0 +1,12 @@ +version: 2 + +sources: + - name: nyc_taxi + description: Raw NYC yellow taxi trip records and zone lookup. + database: hyf + schema: nyc_yellow + tables: + - name: raw_trips + description: One row per yellow taxi trip. + - name: raw_zones + description: NYC taxi zone lookup. diff --git a/task-2/models/staging/_stg_trips.yml b/task-2/models/staging/_stg_trips.yml new file mode 100644 index 0000000..f461212 --- /dev/null +++ b/task-2/models/staging/_stg_trips.yml @@ -0,0 +1,52 @@ +version: 2 + +models: + - name: stg_trips + description: Cleaned yellow 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. Yellow 2023-2025 adds code 0 (Flex Fare / unknown) on top of the classic 1-6. + tests: + - not_null: + severity: warn + - accepted_values: + values: [0, 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/task-2/models/staging/_stg_zones.yml b/task-2/models/staging/_stg_zones.yml new file mode 100644 index 0000000..14f8227 --- /dev/null +++ b/task-2/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/task-2/models/staging/stg_trips.sql b/task-2/models/staging/stg_trips.sql new file mode 100644 index 0000000..b7341f7 --- /dev/null +++ b/task-2/models/staging/stg_trips.sql @@ -0,0 +1,49 @@ +{{ config(materialized='view') }} + +{% set payment_types = { + 1: 'Credit card', + 2: 'Cash', + 3: 'No charge', + 4: 'Dispute', + 5: 'Unknown', + 6: 'Voided trip' +} %} + +select + {{ dbt_utils.generate_surrogate_key([ + 'vendor_id', 'pickup_datetime', 'dropoff_datetime', 'pickup_location_id', + 'dropoff_location_id', 'fare_amount', 'trip_distance', 'total_amount', 'passenger_count' + ]) }} as trip_id, + 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, 4) + else null + end as tip_pct, + case + when trip_distance > 0 then round(fare_amount / trip_distance, 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, + round((unix_timestamp(dropoff_datetime) - unix_timestamp(pickup_datetime)) / 60.0, 2) as trip_duration_minutes +from {{ source('nyc_taxi', 'raw_trips') }} +where pickup_location_id is not null + and fare_amount >= 0 +qualify row_number() over ( + partition by {{ dbt_utils.generate_surrogate_key([ + 'vendor_id', 'pickup_datetime', 'dropoff_datetime', 'pickup_location_id', + 'dropoff_location_id', 'fare_amount', 'trip_distance', 'total_amount', 'passenger_count' + ]) }} + order by pickup_datetime +) = 1 diff --git a/task-2/models/staging/stg_zones.sql b/task-2/models/staging/stg_zones.sql new file mode 100644 index 0000000..1e98897 --- /dev/null +++ b/task-2/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/task-2/package-lock.yml b/task-2/package-lock.yml new file mode 100644 index 0000000..e397fd7 --- /dev/null +++ b/task-2/package-lock.yml @@ -0,0 +1,5 @@ +packages: + - name: dbt_utils + package: dbt-labs/dbt_utils + version: 1.3.0 +sha1_hash: 226ae69cdfbc9367e2aa2c472b01f99dbce11de0 diff --git a/task-2/packages.yml b/task-2/packages.yml new file mode 100644 index 0000000..39f82d4 --- /dev/null +++ b/task-2/packages.yml @@ -0,0 +1,3 @@ +packages: + - package: dbt-labs/dbt_utils + version: 1.3.0