From 12fe79d72e1c7155db3f4a07b82d9ddf98f461f1 Mon Sep 17 00:00:00 2001 From: Nadia Lymperi Date: Mon, 18 Sep 2023 16:23:12 +0000 Subject: [PATCH 1/2] project_week1_ --- greenery/.gitignore | 4 + greenery/README.md | 15 + greenery/README_project_answers.md | 54 + greenery/analyses/.gitkeep | 0 greenery/dbt_project.yml | 37 + greenery/macros/.gitkeep | 0 greenery/macros/lbs_to_kgs.sql | 6 + greenery/macros/positive_values.sql | 8 + .../models/example/my_first_dbt_model.sql | 27 + .../models/example/my_second_dbt_model.sql | 6 + greenery/models/example/schema.yml | 21 + .../staging/postgres/_postgres__models.yml | 45 + .../staging/postgres/_postgres__sources.yml | 23 + .../models/staging/postgres/stg_addresses.sql | 15 + .../models/staging/postgres/stg_events.sql | 18 + .../staging/postgres/stg_order_items.sql | 13 + .../models/staging/postgres/stg_orders.sql | 23 + .../models/staging/postgres/stg_products.sql | 14 + .../models/staging/postgres/stg_promos.sql | 13 + .../models/staging/postgres/stg_users.sql | 18 + .../staging/tutorial/_tutorial__sources.yml | 27 + .../staging/tutorial/stg_superheroes.sql | 20 + .../staging/tutorial/stg_superheroes.yml | 17 + greenery/packages.yml | 3 + greenery/seeds/.gitkeep | 0 greenery/seeds/mushrooms.csv | 8125 +++++++++++++++++ greenery/snapshots/.gitkeep | 0 greenery/snapshots/inventory_snapshot.sql | 17 + greenery/tests/.gitkeep | 0 29 files changed, 8569 insertions(+) create mode 100644 greenery/.gitignore create mode 100644 greenery/README.md create mode 100644 greenery/README_project_answers.md create mode 100644 greenery/analyses/.gitkeep create mode 100644 greenery/dbt_project.yml create mode 100644 greenery/macros/.gitkeep create mode 100644 greenery/macros/lbs_to_kgs.sql create mode 100644 greenery/macros/positive_values.sql create mode 100644 greenery/models/example/my_first_dbt_model.sql create mode 100644 greenery/models/example/my_second_dbt_model.sql create mode 100644 greenery/models/example/schema.yml create mode 100644 greenery/models/staging/postgres/_postgres__models.yml create mode 100644 greenery/models/staging/postgres/_postgres__sources.yml create mode 100644 greenery/models/staging/postgres/stg_addresses.sql create mode 100644 greenery/models/staging/postgres/stg_events.sql create mode 100644 greenery/models/staging/postgres/stg_order_items.sql create mode 100644 greenery/models/staging/postgres/stg_orders.sql create mode 100644 greenery/models/staging/postgres/stg_products.sql create mode 100644 greenery/models/staging/postgres/stg_promos.sql create mode 100644 greenery/models/staging/postgres/stg_users.sql create mode 100644 greenery/models/staging/tutorial/_tutorial__sources.yml create mode 100644 greenery/models/staging/tutorial/stg_superheroes.sql create mode 100644 greenery/models/staging/tutorial/stg_superheroes.yml create mode 100644 greenery/packages.yml create mode 100644 greenery/seeds/.gitkeep create mode 100644 greenery/seeds/mushrooms.csv create mode 100644 greenery/snapshots/.gitkeep create mode 100644 greenery/snapshots/inventory_snapshot.sql create mode 100644 greenery/tests/.gitkeep diff --git a/greenery/.gitignore b/greenery/.gitignore new file mode 100644 index 000000000..49f147cb9 --- /dev/null +++ b/greenery/.gitignore @@ -0,0 +1,4 @@ + +target/ +dbt_packages/ +logs/ diff --git a/greenery/README.md b/greenery/README.md new file mode 100644 index 000000000..7874ac842 --- /dev/null +++ b/greenery/README.md @@ -0,0 +1,15 @@ +Welcome to your new dbt project! + +### Using the starter project + +Try running the following commands: +- dbt run +- dbt test + + +### Resources: +- Learn more about dbt [in the docs](https://docs.getdbt.com/docs/introduction) +- Check out [Discourse](https://discourse.getdbt.com/) for commonly asked questions and answers +- Join the [chat](https://community.getdbt.com/) on Slack for live discussions and support +- Find [dbt events](https://events.getdbt.com) near you +- Check out [the blog](https://blog.getdbt.com/) for the latest news on dbt's development and best practices diff --git a/greenery/README_project_answers.md b/greenery/README_project_answers.md new file mode 100644 index 000000000..73696c283 --- /dev/null +++ b/greenery/README_project_answers.md @@ -0,0 +1,54 @@ +1] How many users do we have? + - We have 130 distinct users + select count(distinct user_id) + from DEV_DB.DBT_KLYMPERIFLEXPORTCOM.STG_USERS + +2] On average, how many orders do we receive per hour? + - On average receive 7.5 orders per hour + with + cte_orders_per_hour as ( + select + date_trunc('hour', created_at) as order_hour, + count(distinct order_id) as total_hourly_orders + from DEV_DB.DBT_KLYMPERIFLEXPORTCOM.stg_orders + group by 1 + ) + select + round(avg(total_hourly_orders),1) as avg_hourly_orders + from cte_orders_per_hour; + +3] On average, how long does an order take from being placed to being delivered? + - On average we take 3.9 days to deliver the goods from the time of placing the order + select + round(avg(datediff(days, created_at, delivered_at)),1) as days_to_delivery + from DEV_DB.DBT_KLYMPERIFLEXPORTCOM.stg_orders + +4] How many users have only made one purchase? Two purchases? Three+ purchases? + - In our historical data we have 25 users that placed 1 order, 28 users with 2 orders while 71 ordered more than 3. + with order_count as ( + select + user_id, + count(order_id) as total_orders + from DEV_DB.DBT_KLYMPERIFLEXPORTCOM.stg_orders + group by 1) + + select + sum(case when total_orders = 1 then 1 else 0 end) as nr_users_1_order, + sum(case when total_orders = 2 then 1 else 0 end) as nr_users_2_order, + sum(case when total_orders >= 3 then 1 else 0 end) as nr_users_3_order + from order_count; + +5] On average, how many unique sessions do we have per hour? + -We average at 61.3 sessions per hour + with + cte_hourly_sessions as ( + select + date_trunc('hour', created_at) as hourly_session, + count(session_id) as total_sessions + from DEV_DB.DBT_KLYMPERIFLEXPORTCOM.stg_events + group by 1) + + select + round(avg(total_sessions),1) as avg_hourly_sessions + from cte_hourly_sessions; + diff --git a/greenery/analyses/.gitkeep b/greenery/analyses/.gitkeep new file mode 100644 index 000000000..e69de29bb diff --git a/greenery/dbt_project.yml b/greenery/dbt_project.yml new file mode 100644 index 000000000..a22d6f6e3 --- /dev/null +++ b/greenery/dbt_project.yml @@ -0,0 +1,37 @@ + +# Name your project! Project names should contain only lowercase characters +# and underscores. A good package name should reflect your organization's +# name or the intended use of these models +name: 'greenery' +version: '1.0.0' +config-version: 2 + +# This setting configures which "profile" dbt uses for this project. +profile: 'greenery' + +# These configurations specify where dbt should look for different types of files. +# The `model-paths` config, for example, states that models in this project can be +# found in the "models/" directory. You probably won't need to change these! +model-paths: ["models"] +analysis-paths: ["analyses"] +test-paths: ["tests"] +seed-paths: ["seeds"] +macro-paths: ["macros"] +snapshot-paths: ["snapshots"] + +clean-targets: # directories to be removed by `dbt clean` + - "target" + - "dbt_packages" + + +# Configuring models +# Full documentation: https://docs.getdbt.com/docs/configuring-models + +# In this example config, we tell dbt to build all models in the example/ +# directory as views. These settings can be overridden in the individual model +# files using the `{{ config(...) }}` macro. +models: + greenery: + # Config indicated by + and applies to all files under models/example/ + example: + +materialized: view diff --git a/greenery/macros/.gitkeep b/greenery/macros/.gitkeep new file mode 100644 index 000000000..e69de29bb diff --git a/greenery/macros/lbs_to_kgs.sql b/greenery/macros/lbs_to_kgs.sql new file mode 100644 index 000000000..5eec80af9 --- /dev/null +++ b/greenery/macros/lbs_to_kgs.sql @@ -0,0 +1,6 @@ +{% macro lbs_to_kgs(column_name, precision=2) %} + ROUND( + (CASE WHEN {{ column_name }} = -99 THEN NULL ELSE {{ column_name }} END / 2.205)::NUMERIC, + {{ precision }} + ) +{% endmacro %} \ No newline at end of file diff --git a/greenery/macros/positive_values.sql b/greenery/macros/positive_values.sql new file mode 100644 index 000000000..bacd50152 --- /dev/null +++ b/greenery/macros/positive_values.sql @@ -0,0 +1,8 @@ +{% test positive_values(model, column_name) %} + + + select * + from {{ model }} + where {{ column_name }} < 0 + +{% endtest %} \ No newline at end of file diff --git a/greenery/models/example/my_first_dbt_model.sql b/greenery/models/example/my_first_dbt_model.sql new file mode 100644 index 000000000..f31a12d94 --- /dev/null +++ b/greenery/models/example/my_first_dbt_model.sql @@ -0,0 +1,27 @@ + +/* + Welcome to your first dbt model! + Did you know that you can also configure models directly within SQL files? + This will override configurations stated in dbt_project.yml + + Try changing "table" to "view" below +*/ + +{{ config(materialized='table') }} + +with source_data as ( + + select 1 as id + union all + select null as id + +) + +select * +from source_data + +/* + Uncomment the line below to remove records with null `id` values +*/ + +-- where id is not null diff --git a/greenery/models/example/my_second_dbt_model.sql b/greenery/models/example/my_second_dbt_model.sql new file mode 100644 index 000000000..c91f8793a --- /dev/null +++ b/greenery/models/example/my_second_dbt_model.sql @@ -0,0 +1,6 @@ + +-- Use the `ref` function to select from other models + +select * +from {{ ref('my_first_dbt_model') }} +where id = 1 diff --git a/greenery/models/example/schema.yml b/greenery/models/example/schema.yml new file mode 100644 index 000000000..2a5308171 --- /dev/null +++ b/greenery/models/example/schema.yml @@ -0,0 +1,21 @@ + +version: 2 + +models: + - name: my_first_dbt_model + description: "A starter dbt model" + columns: + - name: id + description: "The primary key for this table" + tests: + - unique + - not_null + + - name: my_second_dbt_model + description: "A starter dbt model" + columns: + - name: id + description: "The primary key for this table" + tests: + - unique + - not_null diff --git a/greenery/models/staging/postgres/_postgres__models.yml b/greenery/models/staging/postgres/_postgres__models.yml new file mode 100644 index 000000000..1390d6c84 --- /dev/null +++ b/greenery/models/staging/postgres/_postgres__models.yml @@ -0,0 +1,45 @@ +version: 2 + +models: + - name: stg_addresses + description: Addresses in the platform with geographical dimentions + columns: + - name: address_id + tests: + - unique + - name: stg_events + description: All events occuring on the platform with url, product type, users, timestamps + columns: + - name: event_id + tests: + - unique + - name: stg_order_items + description: Information on quantity of items and product in a specific order + columns: + - name: order_id + tests: + - unique + - name: stg_orders + description: All platform orders with metdata info such as user, costs, delivery times etc + columns: + - name: order_id + tests: + - unique + - name: stg_products + description: Products on the platform with name, price and inventory availability + columns: + - name: product_id + tests: + - unique + - name: stg_promos + description: Promotion codes and discounts + columns: + - name: promo_id + tests: + - unique + - name: stg_users + description: Platfom's users personal information + columns: + - name: user_id + tests: + - unique \ No newline at end of file diff --git a/greenery/models/staging/postgres/_postgres__sources.yml b/greenery/models/staging/postgres/_postgres__sources.yml new file mode 100644 index 000000000..746d5b9a4 --- /dev/null +++ b/greenery/models/staging/postgres/_postgres__sources.yml @@ -0,0 +1,23 @@ +version: 2 + +sources: + + - name: postgress # this data originates from postgress + schema: public # this is the schema our raw data lives in + database: raw # this is the name of the database that our source data lives in + + quoting: + database: false + schema: false + identifier: false + + + tables: + # The source tables with raw data from postgress + - name: events + - name: users + - name: addresses + - name: orders + - name: products + - name: order_items + - name: promos diff --git a/greenery/models/staging/postgres/stg_addresses.sql b/greenery/models/staging/postgres/stg_addresses.sql new file mode 100644 index 000000000..1402d5138 --- /dev/null +++ b/greenery/models/staging/postgres/stg_addresses.sql @@ -0,0 +1,15 @@ +--snowflake_warehouse env_var is to demosntrate another config we can apply. In our case we only have 1 size of +--transformer_dev warehouse but we could have multiple and depending on model requirements +--we could choose to run/deploy against a bigger warehouse +{{ config( + materialized='table', + snowflake_warehouse=env_var('SNOWFLAKE_WAREHOUSE_XS')) +}} + +select + address_id, + address, + zipcode, + state, + country +from {{ source ('postgress', 'addresses') }} \ No newline at end of file diff --git a/greenery/models/staging/postgres/stg_events.sql b/greenery/models/staging/postgres/stg_events.sql new file mode 100644 index 000000000..9785fcb5c --- /dev/null +++ b/greenery/models/staging/postgres/stg_events.sql @@ -0,0 +1,18 @@ +--snowflake_warehouse env_var is to demosntrate another config we can apply. In our case we only have 1 size of +--transformer_dev warehouse but we could have multiple and depending on model requirements +--we could choose to run/deploy against a bigger warehouse +{{ config( + materialized='table', + snowflake_warehouse=env_var('SNOWFLAKE_WAREHOUSE_XS')) +}} + +select + event_id, + session_id, + user_id, + page_url, + created_at, + event_type + order_id, + product_id +from {{ source ('postgress', 'events') }} \ No newline at end of file diff --git a/greenery/models/staging/postgres/stg_order_items.sql b/greenery/models/staging/postgres/stg_order_items.sql new file mode 100644 index 000000000..39b987331 --- /dev/null +++ b/greenery/models/staging/postgres/stg_order_items.sql @@ -0,0 +1,13 @@ +--snowflake_warehouse env_var is to demosntrate another config we can apply. In our case we only have 1 size of +--transformer_dev warehouse but we could have multiple and depending on model requirements +--we could choose to run/deploy against a bigger warehouse +{{ config( + materialized='table', + snowflake_warehouse=env_var('SNOWFLAKE_WAREHOUSE_XS')) +}} + +select + order_id, + product_id, + quantity +from {{ source ('postgress', 'order_items') }} \ No newline at end of file diff --git a/greenery/models/staging/postgres/stg_orders.sql b/greenery/models/staging/postgres/stg_orders.sql new file mode 100644 index 000000000..cdf65e5e0 --- /dev/null +++ b/greenery/models/staging/postgres/stg_orders.sql @@ -0,0 +1,23 @@ +--snowflake_warehouse env_var is to demosntrate another config we can apply. In our case we only have 1 size of +--transformer_dev warehouse but we could have multiple and depending on model requirements +--we could choose to run/deploy against a bigger warehouse +{{ config( + materialized='table', + snowflake_warehouse=env_var('SNOWFLAKE_WAREHOUSE_XS')) +}} + +select + order_id, + user_id, + promo_id, + address_id, + created_at, + order_cost, + shipping_cost, + order_total, + tracking_id, + shipping_service, + estimated_delivery_at, + delivered_at, + status +from {{ source ('postgress', 'orders') }} \ No newline at end of file diff --git a/greenery/models/staging/postgres/stg_products.sql b/greenery/models/staging/postgres/stg_products.sql new file mode 100644 index 000000000..23eab24f3 --- /dev/null +++ b/greenery/models/staging/postgres/stg_products.sql @@ -0,0 +1,14 @@ +--snowflake_warehouse env_var is to demosntrate another config we can apply. In our case we only have 1 size of +--transformer_dev warehouse but we could have multiple and depending on model requirements +--we could choose to run/deploy against a bigger warehouse +{{ config( + materialized='table', + snowflake_warehouse=env_var('SNOWFLAKE_WAREHOUSE_XS')) +}} + +select + product_id, + name, + price, + inventory +from {{ source ('postgress', 'products') }} \ No newline at end of file diff --git a/greenery/models/staging/postgres/stg_promos.sql b/greenery/models/staging/postgres/stg_promos.sql new file mode 100644 index 000000000..38faaf00e --- /dev/null +++ b/greenery/models/staging/postgres/stg_promos.sql @@ -0,0 +1,13 @@ +--snowflake_warehouse env_var is to demosntrate another config we can apply. In our case we only have 1 size of +--transformer_dev warehouse but we could have multiple and depending on model requirements +--we could choose to run/deploy against a bigger warehouse +{{ config( + materialized='table', + snowflake_warehouse=env_var('SNOWFLAKE_WAREHOUSE_XS')) +}} + +select + promo_id, + discount, + status +from {{ source ('postgress', 'promos') }} \ No newline at end of file diff --git a/greenery/models/staging/postgres/stg_users.sql b/greenery/models/staging/postgres/stg_users.sql new file mode 100644 index 000000000..c59de0b0e --- /dev/null +++ b/greenery/models/staging/postgres/stg_users.sql @@ -0,0 +1,18 @@ +--snowflake_warehouse env_var is to demosntrate another config we can apply. In our case we only have 1 size of +--transformer_dev warehouse but we could have multiple and depending on model requirements +--we could choose to run/deploy against a bigger warehouse +{{ config( + materialized='table', + snowflake_warehouse=env_var('SNOWFLAKE_WAREHOUSE_XS')) +}} + +select + user_id, + first_name, + last_name, + email, + phone_number, + created_at, + updated_at, + address_id +from {{ source ('postgress', 'users') }} \ No newline at end of file diff --git a/greenery/models/staging/tutorial/_tutorial__sources.yml b/greenery/models/staging/tutorial/_tutorial__sources.yml new file mode 100644 index 000000000..44b781276 --- /dev/null +++ b/greenery/models/staging/tutorial/_tutorial__sources.yml @@ -0,0 +1,27 @@ +version: 2 + +sources: + + - name: tutorial # name of the source (this can be named whatever you want, but should be descriptive. this source (superheroes) is used for our week 1 tutorial so thats why i named it this way) + schema: public # this is the schema our raw data lives in + database: raw # this is the name of the database that our source data lives in + + freshness: # this is where we define freshness thresholds + warn_after: {count: 24, period: hour} + error_after: {count: 48, period: hour} + + loaded_at_field: created_at + + quoting: + database: false + schema: false + identifier: false + + + tables: + # Contains demographic information about each superhero + - name: superheroes # this table will use the freshness defined above at the source + # Alternatively we individually define the thresholds for the table that overwrite the source's + # freshness: + # warn_after: {count: 24, period: hour} + # error_after: {count: 48, period: hour} diff --git a/greenery/models/staging/tutorial/stg_superheroes.sql b/greenery/models/staging/tutorial/stg_superheroes.sql new file mode 100644 index 000000000..d3bf439df --- /dev/null +++ b/greenery/models/staging/tutorial/stg_superheroes.sql @@ -0,0 +1,20 @@ +{{ + config( + materialized='table' + ) +}} + +SELECT + id AS superhero_id, + name, + gender, + eye_color, + race, + hair_color, + nullif(height, -99) as height, + publisher, + skin_color, + alignment, + nullif(weight, -99) as weight_lbs, + {{ lbs_to_kgs('weight') }} AS weight_kg +FROM {{ source('tutorial', 'superheroes') }} \ No newline at end of file diff --git a/greenery/models/staging/tutorial/stg_superheroes.yml b/greenery/models/staging/tutorial/stg_superheroes.yml new file mode 100644 index 000000000..f5cd30d94 --- /dev/null +++ b/greenery/models/staging/tutorial/stg_superheroes.yml @@ -0,0 +1,17 @@ +version: 2 + +models: + - name: stg_superheroes + description: Demographics about each superhero such as name, hair color, height and weight. + columns: + - name: name + tests: + - not_null + # - unique + - name: height + tests: + - positive_values + - name: weight + tests: + - positive_values + diff --git a/greenery/packages.yml b/greenery/packages.yml new file mode 100644 index 000000000..6152b3309 --- /dev/null +++ b/greenery/packages.yml @@ -0,0 +1,3 @@ +packages: + - package: dbt-labs/dbt_utils + version: 1.1.1 \ No newline at end of file diff --git a/greenery/seeds/.gitkeep b/greenery/seeds/.gitkeep new file mode 100644 index 000000000..e69de29bb diff --git a/greenery/seeds/mushrooms.csv b/greenery/seeds/mushrooms.csv new file mode 100644 index 000000000..1909c344b --- /dev/null +++ b/greenery/seeds/mushrooms.csv @@ -0,0 +1,8125 @@ +class,cap_shape,cap_surface,cap_color,bruises,odor,gill_attachment,gill_spacing,gill_size,gill_color,stalk_shape,stalk_root,stalk_surface_above_ring,stalk_surface_below_ring,stalk_color_above_ring,stalk_color_below_ring,veil_type,veil_color,ring_number,ring_type,spore_print_color,population,habitat +poisonous,convex,smooth,brown,yes,pungent,free,close,narrow,black,enlarging,equal,smooth,smooth,white,white,partial,white,one,pendant,black,scattered,urban 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+poisonous,knobbed,scaly,red,no,fishy,free,close,narrow,buff,tapering,missing,silky,silky,pink,pink,partial,white,one,evanescent,white,several,woods +poisonous,flat,scaly,cinnamon,no,musty,attached,close,broad,yellow,enlarging,club,silky,scaly,cinnamon,cinnamon,partial,white,none,none,white,clustered,woods +edible,convex,smooth,brown,no,none,attached,close,broad,yellow,enlarging,missing,smooth,smooth,orange,orange,partial,orange,one,pendant,orange,several,leaves +poisonous,knobbed,scaly,brown,no,spicy,free,close,narrow,buff,tapering,missing,smooth,silky,pink,white,partial,white,one,evanescent,white,several,leaves +poisonous,knobbed,smooth,red,no,fishy,free,close,narrow,buff,tapering,missing,silky,smooth,pink,white,partial,white,one,evanescent,white,several,woods +poisonous,knobbed,scaly,brown,no,foul,free,close,narrow,buff,tapering,missing,silky,smooth,pink,white,partial,white,one,evanescent,white,several,woods +edible,knobbed,smooth,brown,no,none,attached,close,broad,yellow,enlarging,missing,smooth,smooth,orange,orange,partial,orange,one,pendant,buff,clustered,leaves +edible,convex,smooth,brown,no,none,attached,close,broad,yellow,enlarging,missing,smooth,smooth,orange,orange,partial,brown,one,pendant,buff,several,leaves +edible,flat,smooth,brown,no,none,attached,close,broad,brown,enlarging,missing,smooth,smooth,orange,orange,partial,orange,one,pendant,buff,clustered,leaves +poisonous,knobbed,scaly,brown,no,fishy,free,close,narrow,buff,tapering,missing,smooth,silky,white,white,partial,white,one,evanescent,white,several,leaves +edible,convex,smooth,brown,no,none,attached,close,broad,yellow,enlarging,missing,smooth,smooth,orange,orange,partial,orange,one,pendant,orange,clustered,leaves \ No newline at end of file diff --git a/greenery/snapshots/.gitkeep b/greenery/snapshots/.gitkeep new file mode 100644 index 000000000..e69de29bb diff --git a/greenery/snapshots/inventory_snapshot.sql b/greenery/snapshots/inventory_snapshot.sql new file mode 100644 index 000000000..e965890f6 --- /dev/null +++ b/greenery/snapshots/inventory_snapshot.sql @@ -0,0 +1,17 @@ +{% snapshot inventory_snapshot %} + + {{ + config( + target_database= target.database, + target_schema= target.schema, + strategy='check', + unique_key='product_id', + check_cols=['inventory'], + ) + }} + + select + * + from {{ source('postgress', 'products') }} + +{% endsnapshot %} \ No newline at end of file diff --git a/greenery/tests/.gitkeep b/greenery/tests/.gitkeep new file mode 100644 index 000000000..e69de29bb From f25a916e1cc369b863609e181011c6810c0cf2ef Mon Sep 17 00:00:00 2001 From: Nadia Lymperi <73346549+nadia-l@users.noreply.github.com> Date: Tue, 19 Sep 2023 13:27:04 +0300 Subject: [PATCH 2/2] Update README_project_answers.md typo distinct --- greenery/README_project_answers.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/greenery/README_project_answers.md b/greenery/README_project_answers.md index 73696c283..c0a78f5ed 100644 --- a/greenery/README_project_answers.md +++ b/greenery/README_project_answers.md @@ -39,12 +39,12 @@ from order_count; 5] On average, how many unique sessions do we have per hour? - -We average at 61.3 sessions per hour + -We average at 16.3 sessions per hour with cte_hourly_sessions as ( select date_trunc('hour', created_at) as hourly_session, - count(session_id) as total_sessions + count(distinct session_id) as total_sessions from DEV_DB.DBT_KLYMPERIFLEXPORTCOM.stg_events group by 1)