From 5f7a47d934dba02c2681ecb8ca05c52e6b3d97d0 Mon Sep 17 00:00:00 2001 From: Caitlin Bailey Date: Fri, 20 Dec 2024 19:19:00 -0800 Subject: [PATCH 1/8] docs: docs for dwh cost estimates and savings --- docs/cloud/features/costs_savings.md | 42 ++++++++++++++++++ .../features/costs_savings/costs-example.png | Bin 0 -> 104420 bytes .../costs_savings/costs-navigation.png | Bin 0 -> 18828 bytes .../features/costs_savings/costs-steps.png | Bin 0 -> 76541 bytes mkdocs.yml | 3 +- 5 files changed, 44 insertions(+), 1 deletion(-) create mode 100644 docs/cloud/features/costs_savings.md create mode 100644 docs/cloud/features/costs_savings/costs-example.png create mode 100644 docs/cloud/features/costs_savings/costs-navigation.png create mode 100644 docs/cloud/features/costs_savings/costs-steps.png diff --git a/docs/cloud/features/costs_savings.md b/docs/cloud/features/costs_savings.md new file mode 100644 index 000000000..600cd4849 --- /dev/null +++ b/docs/cloud/features/costs_savings.md @@ -0,0 +1,42 @@ +# Data Warehouse Costs and Savings with Tobiko + +Tobiko Cloud tracks data warehouse cost estimates per model for BigQuery and Snowflake projects. It will also estimate cost savings achieved by SQLMesh intelligently detecting when a model doesn’t need to be rerun. + +If you'd like to see cost and savings estimates in Cloud and use a supported pricing plan, Tobiko can estimate your data warehouse costs for you and display them in various places on Tobiko Cloud. + +## Supported Data Warehouse Pricing Plans + +- BigQuery On Demand +- Snowflake Credits + +## Data Warehouse Cost Configuration + +If you use one of the supported pricing plans, in order to configure Tobiko Cloud to show cost information you will need to visit Settings. + +![Image highlighting location of the Settings link in the left site navigation](./costs_savings/costs-navigation.png) + +On the General settings page (1), select your pricing plan (2), enter your costs, and then save (3). + +![Annotated image showing locations of the general settings link, pricing plan form fields, and save button](./costs_savings/costs-steps.png) + +## Where to find cost and savings estimates information + +Estimated costs and savings are displayed on the homepage, production environment page, runs and plans pages, and individual model pages. + +Cost information on each page will look similar to the following: + +![Example of costs and savings data as seen on the Tobiko Cloud homepage](./costs_savings/costs-example.png) + +### Savings Categories + +When calculating your data warehouse costs, we will calculate the amount you saved by using Tobiko as well! Tobiko Cloud also comes with additional change categorization capabilities, such as advanced column-level impact analysis. + +Cost savings are broken up into three main categories: + +- **Prevented Reruns**: If SQLMesh has already run an execution for a change in one environment, we won't need to rerun it in another environment (such as when a model change is backfilled on a development environment and then applied to prod) +- **Unaffected Downstream**: Because SQLMesh understands SQL, we know if a downstream model is not affected by an upstream change and can avoid re-execution. +- **Virtual Environments**: Using the Virtual data environments feature means new environments can be created without backfilling models within the new environment. + +## Where to find cost savings information + +Most of the places where costs are displayed, cost savings will be shown as well. 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Date: Mon, 6 Jan 2025 15:38:01 -0600 Subject: [PATCH 2/8] Docs: cloud costs savings edits (#3564) --- docs/cloud/features/costs_savings.md | 32 +++++++++++++++++----------- 1 file changed, 20 insertions(+), 12 deletions(-) diff --git a/docs/cloud/features/costs_savings.md b/docs/cloud/features/costs_savings.md index 600cd4849..d4e77fc8d 100644 --- a/docs/cloud/features/costs_savings.md +++ b/docs/cloud/features/costs_savings.md @@ -1,17 +1,25 @@ # Data Warehouse Costs and Savings with Tobiko -Tobiko Cloud tracks data warehouse cost estimates per model for BigQuery and Snowflake projects. It will also estimate cost savings achieved by SQLMesh intelligently detecting when a model doesn’t need to be rerun. +Cloud data warehouses can be expensive, and finance departments are paying attention. When they come asking about your cloud budget, the best preparation is a granular understanding of how your project's components correspond to those costs. -If you'd like to see cost and savings estimates in Cloud and use a supported pricing plan, Tobiko can estimate your data warehouse costs for you and display them in various places on Tobiko Cloud. +Cloud warehouse costs are determined by how much computation occurs. Clouds report computation/cost for each executed query, but it is challenging to align every query with a specific model in your project. + +Tobiko Cloud solves this problem for you. It tracks data warehouse cost estimates per model for BigQuery and Snowflake projects that use a supported pricing plan. + +This granular cost information allows you to directly explain/justify your cloud warehouse expenditures. It also uncovers the models that could most benefit from efficiency improvements. + +Beyond tracking your warehouse costs, Tobiko Cloud estimates how much money it saved you! Its advanced column-level impact analysis saves you even more money than open-source SQLMesh. ## Supported Data Warehouse Pricing Plans -- BigQuery On Demand -- Snowflake Credits +Tobiko Cloud supports these cloud pricing plans: + +- BigQuery [On Demand](https://cloud.google.com/bigquery/pricing#on_demand_pricing) +- Snowflake [Credits](https://docs.snowflake.com/en/user-guide/cost-understanding-compute#label-what-are-credits) ## Data Warehouse Cost Configuration -If you use one of the supported pricing plans, in order to configure Tobiko Cloud to show cost information you will need to visit Settings. +Configure Tobiko Cloud to show cost information by navigating to the Settings page. ![Image highlighting location of the Settings link in the left site navigation](./costs_savings/costs-navigation.png) @@ -21,22 +29,22 @@ On the General settings page (1), select your pricing plan (2), enter your costs ## Where to find cost and savings estimates information -Estimated costs and savings are displayed on the homepage, production environment page, runs and plans pages, and individual model pages. +Estimated costs and savings are displayed on the Tobiko Cloud homepage, production environment page, runs and plans pages, and individual model pages. -Cost information on each page will look similar to the following: +Cost information on each page will look similar to: ![Example of costs and savings data as seen on the Tobiko Cloud homepage](./costs_savings/costs-example.png) -### Savings Categories +## Savings Categories -When calculating your data warehouse costs, we will calculate the amount you saved by using Tobiko as well! Tobiko Cloud also comes with additional change categorization capabilities, such as advanced column-level impact analysis. +When calculating your data warehouse costs, Tobiko Cloud also estimates how much money it saved you! Cost savings are broken up into three main categories: -- **Prevented Reruns**: If SQLMesh has already run an execution for a change in one environment, we won't need to rerun it in another environment (such as when a model change is backfilled on a development environment and then applied to prod) +- **Prevented Reruns**: If SQLMesh has already run an execution for a change in one environment, we won't need to rerun it in another environment (such as when a model change is backfilled on a development environment and then applied to prod). - **Unaffected Downstream**: Because SQLMesh understands SQL, we know if a downstream model is not affected by an upstream change and can avoid re-execution. - **Virtual Environments**: Using the Virtual data environments feature means new environments can be created without backfilling models within the new environment. -## Where to find cost savings information +### Where to find cost savings information -Most of the places where costs are displayed, cost savings will be shown as well. You can find how much you've saved using Tobiko by viewing the homepage, production environment page, and individual model pages. +Cost savings are shown in most of the places data warehouse costs are displayed. You can find how much Tobiko has saved you by viewing the homepage, production environment page, or individual model pages. From 20fefd221dd251f8908a447dc940739bf2dea89c Mon Sep 17 00:00:00 2001 From: Trey Spiller <1831878+treysp@users.noreply.github.com> Date: Tue, 7 Jan 2025 14:06:08 -0600 Subject: [PATCH 3/8] Update docs/cloud/features/costs_savings.md Co-authored-by: Sung Won Chung --- docs/cloud/features/costs_savings.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/cloud/features/costs_savings.md b/docs/cloud/features/costs_savings.md index d4e77fc8d..ce6ade805 100644 --- a/docs/cloud/features/costs_savings.md +++ b/docs/cloud/features/costs_savings.md @@ -1,6 +1,6 @@ # Data Warehouse Costs and Savings with Tobiko -Cloud data warehouses can be expensive, and finance departments are paying attention. When they come asking about your cloud budget, the best preparation is a granular understanding of how your project's components correspond to those costs. +Cloud data warehouses can be expensive, and finance departments are paying attention. When they come asking about your cloud budget, the best preparation is a granular understanding of how your project's data pipelines map to those costs. Cloud warehouse costs are determined by how much computation occurs. Clouds report computation/cost for each executed query, but it is challenging to align every query with a specific model in your project. From a59c5c3c1a5dd2b23bb5fe95117755c9b63f120c Mon Sep 17 00:00:00 2001 From: Trey Spiller <1831878+treysp@users.noreply.github.com> Date: Tue, 7 Jan 2025 14:06:18 -0600 Subject: [PATCH 4/8] Update docs/cloud/features/costs_savings.md Co-authored-by: Sung Won Chung --- docs/cloud/features/costs_savings.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/cloud/features/costs_savings.md b/docs/cloud/features/costs_savings.md index ce6ade805..1d7444c27 100644 --- a/docs/cloud/features/costs_savings.md +++ b/docs/cloud/features/costs_savings.md @@ -6,7 +6,7 @@ Cloud warehouse costs are determined by how much computation occurs. Clouds repo Tobiko Cloud solves this problem for you. It tracks data warehouse cost estimates per model for BigQuery and Snowflake projects that use a supported pricing plan. -This granular cost information allows you to directly explain/justify your cloud warehouse expenditures. It also uncovers the models that could most benefit from efficiency improvements. +This granular cost information allows you to directly explain/justify your cloud warehouse spend. It also uncovers the models that could most benefit from efficiency improvements. Beyond tracking your warehouse costs, Tobiko Cloud estimates how much money it saved you! Its advanced column-level impact analysis saves you even more money than open-source SQLMesh. From def690bea81df214a897d86aa5ff574303d127f7 Mon Sep 17 00:00:00 2001 From: Trey Spiller <1831878+treysp@users.noreply.github.com> Date: Tue, 7 Jan 2025 14:06:34 -0600 Subject: [PATCH 5/8] Update docs/cloud/features/costs_savings.md Co-authored-by: Sung Won Chung --- docs/cloud/features/costs_savings.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/cloud/features/costs_savings.md b/docs/cloud/features/costs_savings.md index 1d7444c27..ceb394d10 100644 --- a/docs/cloud/features/costs_savings.md +++ b/docs/cloud/features/costs_savings.md @@ -47,4 +47,4 @@ Cost savings are broken up into three main categories: ### Where to find cost savings information -Cost savings are shown in most of the places data warehouse costs are displayed. You can find how much Tobiko has saved you by viewing the homepage, production environment page, or individual model pages. +Cost savings are shown in most of the places data warehouse costs are displayed. You can find how much Tobiko Cloud has saved you by viewing the homepage, production environment page, or individual model pages. From 92b06a44880cffe6639b093e14d5fa4b8e8d420f Mon Sep 17 00:00:00 2001 From: Caitlin Bailey Date: Wed, 8 Jan 2025 22:49:24 -0800 Subject: [PATCH 6/8] update per PR feedback --- docs/cloud/features/costs_savings.md | 8 ++++++++ .../features/costs_savings/costs-example.png | Bin 104420 -> 159359 bytes 2 files changed, 8 insertions(+) diff --git a/docs/cloud/features/costs_savings.md b/docs/cloud/features/costs_savings.md index ceb394d10..ccf7f8e4e 100644 --- a/docs/cloud/features/costs_savings.md +++ b/docs/cloud/features/costs_savings.md @@ -27,6 +27,14 @@ On the General settings page (1), select your pricing plan (2), enter your costs ![Annotated image showing locations of the general settings link, pricing plan form fields, and save button](./costs_savings/costs-steps.png) +For the BigQuery On Demand plan, we supply BigQuery's default cost per terabyte processed of $6.25: +![Costs form for BigQuery On-Demand](./costs_savings/costs-bigquery-on-demand.png) + +For the Snowflake Credits plan, we supply Snowflake's default cost per credit of $3.00: +![Costs form for Snowflake Credits](./costs_savings/costs-snowflake-credits.png) + +If your organization has negotiated a different cost, please enter that cost into the "Cost per" field instead so your organization's data warehouse cost estimates will be more accurate. + ## Where to find cost and savings estimates information Estimated costs and savings are displayed on the Tobiko Cloud homepage, production environment page, runs and plans pages, and individual model pages. diff --git a/docs/cloud/features/costs_savings/costs-example.png b/docs/cloud/features/costs_savings/costs-example.png index 20dd443e0b61d145d03773c1de9b44aeb7bb5ba3..132e61595cf87cbb47fb30c8604c01a953d4b7b4 100644 GIT binary patch literal 159359 zcmeFZXIN9+)-G%X6a^J2N>e}(5s==CjUvqkNUzd+Zz1v^B3+7f2uf3tCMA>*qy?#= z_ayYtlF$PL!nfS}+xu~!>xK8{`Em9SG=#aUp#;P{D~7ME~=_L zdVb=>d5RM!PN!3y0=_wMm6j9u_oVxC**1Umm@FrD~<2apDf}nd-#JP}>t{ 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z0-nL2qlVW<{XT9C|7dOTkuTU*0ti*QhFST?{lCOaKiqX6fgk04L&uI7zaTsOoBSMB z|M}}KE^QHciK(Rt!I*67s^}jOjFh%M_N=0hSOb1lbND9BJ8KF)Rbdy$%52Q1R5iWe zw!dyAA0Iiu(}s*9ngC`s+qn;PVIpn8oDM*?>Cl(idX<0NwWuEzCha{`UF?DPpViZa z|C-he(3t=Nyq_^QpkjKG^4#W+5GS2ifL($4gL~YZY^;3+s)7HOX1T$AJ+h6W~4xK-I!mW+`lf)XG?%r zXpK~2`&F*=&m{~$7D+7^#IycCWbEh9OMpcyH}L Date: Thu, 9 Jan 2025 12:04:20 -0800 Subject: [PATCH 8/8] pr comments --- docs/cloud/features/costs_savings.md | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/docs/cloud/features/costs_savings.md b/docs/cloud/features/costs_savings.md index ccf7f8e4e..b47a42ae6 100644 --- a/docs/cloud/features/costs_savings.md +++ b/docs/cloud/features/costs_savings.md @@ -27,14 +27,16 @@ On the General settings page (1), select your pricing plan (2), enter your costs ![Annotated image showing locations of the general settings link, pricing plan form fields, and save button](./costs_savings/costs-steps.png) -For the BigQuery On Demand plan, we supply BigQuery's default cost per terabyte processed of $6.25: +For the BigQuery On Demand plan, we supply BigQuery's default cost per terabyte processed of $6.25\*: ![Costs form for BigQuery On-Demand](./costs_savings/costs-bigquery-on-demand.png) -For the Snowflake Credits plan, we supply Snowflake's default cost per credit of $3.00: +For the Snowflake Credits plan, we supply Snowflake's default cost per credit of $3.00\*: ![Costs form for Snowflake Credits](./costs_savings/costs-snowflake-credits.png) If your organization has negotiated a different cost, please enter that cost into the "Cost per" field instead so your organization's data warehouse cost estimates will be more accurate. +\*These are the current default costs as of January 2025, and will be updated in Tobiko Cloud as warehouse cost defaults change. + ## Where to find cost and savings estimates information Estimated costs and savings are displayed on the Tobiko Cloud homepage, production environment page, runs and plans pages, and individual model pages.