Query the Data Delivery Network
Query the DDNThe easiest way to query any data on Splitgraph is via the "Data Delivery Network" (DDN). The DDN is a single endpoint that speaks the PostgreSQL wire protocol. Any Splitgraph user can connect to it at data.splitgraph.com:5432 and query any version of over 40,000 datasets that are hosted or proxied by Splitgraph.
For example, you can query the foster_care table in this repository, by referencing it like:
"norfolk-gov/foster-care-8bq6-fd8n:latest"."foster_care"or in a full query, like:
SELECT
":id", -- Socrata column ID
"percent_13_through_15", -- Percentage of children in foster care ages 13 through 15.
"percent_6_through_9", -- Percentage of children in foster care ages 6 through 9.
"age_1_through_5", -- Includes all children in foster care who are ages 1 through 5.
"percent_under_1", -- Percentage of children in foster care who are under the age of 1.
"percent_hispanic", -- Percentage of children in foster care who are identified as Hispanic.
"percent_multi_race", -- Percentage of children in foster care who are identified as Multi-race.
"percent_hawaiian_pacific", -- Percentage of children in foster care who are identified as Hawaiian Pacific Islander.
"percent_white", -- Percentage of children in foster care who are identified as White.
"white", -- Includes all children in foster care who are identified as White.
"percent_black", -- Percentage of children in foster care who are identified as Black.
"black", -- Includes all children in foster care who are identified as Black.
"sex_unknown", -- Includes all children in foster care whose sex is unknown.
"percent_female", -- Percentage of children in foster care who are identified as female.
"female", -- Includes all children in foster care who are identified as female.
"male", -- Includes all children in foster care who are identified as male.
"month_and_year", -- Month and year the report covers.
"age_6_through_9", -- Includes all children in foster care who are ages 6 through 9.
"hispanic", -- Includes all children in foster care who are identified as Hispanic.
"american_indian_alaskan_native", -- Includes all children in foster care who are identified as American Indian Alaskan Native.
"percent_male", -- Percentage of children in foster care who are identified as male.
"total_children_in_care", -- Includes all children in foster care in Norfolk within the month.
"atc_no_goal_entered", -- The average time in care for all children in foster care with no goal entered into OASIS.
"atc_goal_to_be_determined", -- The average time in care for all children in foster care with the goal to be determined.
"atc_continued_foster_care", -- The average time in care for all children in foster care with the goal of continued foster care.
"atc_goal_return_home", -- The average time in care for all children in foster care with the goal of return home.
"average_time_in_care_atc", -- The average time in care for all children in foster care.
"percent_no_goal_entered", -- Percentage of children in foster care where no goal has been entered into OASIS.
"goal_to_be_determined", -- Includes all children in foster care whose goal is being determined.
"goal_another_planned_permanent", -- Includes all children in foster care whose goal is another planned permanent living arrangement.
"percent_goal_independent", -- Percentage of children in foster care with the goal of Independent Living.
"percent_goal_adoption", -- Percentage of children in foster care with the goal of adoption.
"goal_adoption", -- Includes all children in foster care whose goal is adoption.
"goal_relative_placement", -- Includes all children in foster care whose goal is placement with relative.
"percent_16_through_18", -- Percentage of children in foster care ages 16 through 18.
"age_16_through_18", -- Includes all children in foster care who are ages 16 through 18.
"percent_10_through_12", -- Percentage of children in foster care 10 through 12.
"date_of_birth_not_entered", -- Includes all children in foster care who do not have a birth date entered into OASIS.
"race_unknown", -- Includes all children in foster care whose race are unknown.
"percent_american_indian", -- Percentage of children in foster care who are identified as American Indian Alaskan Native.
"asian", -- Includes all children in foster care who are identified as Asian.
"age_10_through_12", -- Includes all children in foster care who are ages 10 through 12.
"percent_1_through_5", -- Percentage of children in foster care ages 1 through 5.
"age_under_1", -- Includes all children in foster care who are under the age of 1.
"percent_race_unknown", -- Percentage of children in foster care whose race are unknown.
"multi_race", -- Includes all children in foster care who are identified as Multi-race.
"percent_asian", -- Percentage of children in foster care who are identified as Asian.
"percent_of_state_total", -- Percentage of children in Virginia’s foster care whose custody belongs to Norfolk Department of Human Services.
"goal_guardianship", -- Includes all children in foster care whose goal is guardianship.
"percent_date_of_birth_not", -- Percentage of all children in foster care who do not have a birth date entered into OASIS.
"hawaiian_pacific_islander", -- Includes all children in foster care who are identified as Hawaiian Pacific Islander.
"goal_permanent_foster_care", -- Includes all children in foster care whose goal is permanent foster care.
"atc_goal_guardianship", -- The average time in care for all children in foster care with the goal of guardianship.
"percent_sex_unknown", -- Percentage of children in foster care whose sex is unknown.
"percent_goal_guardianship", -- Percentage of children in foster care whose goal is guardianship.
"goal_continued_foster_care", -- Includes all children in foster care whose goal is continued foster care.
"atc_goal_another_planned", -- The average time in care for all children in foster care with the goal of another planned permanent living arrangement.
"atc_goal_independent_living", -- The average time in care for all children in foster care with the goal of independent living.
"atc_goal_permanent_foster", -- The average time in care for all children in foster care with the goal of permanent in foster care.
"atc_goal_adoption", -- The average time in care for all children in foster care with the goal of adoption.
"atc_goal_placement_with", -- The average time in care for all children in foster care with the goal of placement with relatives.
"no_goal_entered", -- Includes all children in foster care where no goal has been entered into OASIS.
"percent_goal_to_be_determined", -- Percentage of children in foster care whose goal is being determined.
"percent_goal_continued_foster", -- Percentage of children in foster care with the goal of continued foster care.
"percent_goal_another_planned", -- Percentage of children in foster care with the goal of another planned living arrangement.
"goal_independent_living", -- Includes all children in foster care whose goal is Independent Living.
"percent_goal_permanent_foster", -- Percentage of children in foster care with the goal of permanent foster care.
"percent_goal_relative", -- Percentage of children in foster care with the goal of relative placement.
"percent_goal_return_home", -- Percentage of children in foster care with the goal of return home.
"goal_return_home", -- Includes all children in foster care whose goal is return home.
"percent_19_and_over", -- Percentage of all youth are receiving foster care services through Fostering Futures who are age 19 and over.
"age_19_and_over", -- Includes all youth are receiving foster care services through Fostering Futures who are age 19 and over.
"age_13_through_15" -- Includes all children in foster care who are ages 13 through 15.
FROM
"norfolk-gov/foster-care-8bq6-fd8n:latest"."foster_care"
LIMIT 100;Connecting to the DDN is easy. All you need is an existing SQL client that can connect to Postgres. As long as you have a SQL client ready, you'll be able to query norfolk-gov/foster-care-8bq6-fd8n with SQL in under 60 seconds.
Query Your Local Engine
bash -c "$(curl -sL https://github.com/splitgraph/splitgraph/releases/latest/download/install.sh)"Read the installation docs.
Splitgraph Cloud is built around Splitgraph Core (GitHub), which includes a local Splitgraph Engine packaged as a Docker image. Splitgraph Cloud is basically a scaled-up version of that local Engine. When you query the Data Delivery Network or the REST API, we mount the relevant datasets in an Engine on our servers and execute your query on it.
It's possible to run this engine locally. You'll need a Mac, Windows or Linux system to install sgr, and a Docker installation to run the engine. You don't need to know how to actually use Docker; sgrcan manage the image, container and volume for you.
There are a few ways to ingest data into the local engine.
For external repositories, the Splitgraph Engine can "mount" upstream data sources by using sgr mount. This feature is built around Postgres Foreign Data Wrappers (FDW). You can write custom "mount handlers" for any upstream data source. For an example, we blogged about making a custom mount handler for HackerNews stories.
For hosted datasets (like this repository), where the author has pushed Splitgraph Images to the repository, you can "clone" and/or "checkout" the data using sgr cloneand sgr checkout.
Cloning Data
Because norfolk-gov/foster-care-8bq6-fd8n:latest is a Splitgraph Image, you can clone the data from Spltgraph Cloud to your local engine, where you can query it like any other Postgres database, using any of your existing tools.
First, install Splitgraph if you haven't already.
Clone the metadata with sgr clone
This will be quick, and does not download the actual data.
sgr clone norfolk-gov/foster-care-8bq6-fd8nCheckout the data
Once you've cloned the data, you need to "checkout" the tag that you want. For example, to checkout the latest tag:
sgr checkout norfolk-gov/foster-care-8bq6-fd8n:latestThis will download all the objects for the latest tag of norfolk-gov/foster-care-8bq6-fd8n and load them into the Splitgraph Engine. Depending on your connection speed and the size of the data, you will need to wait for the checkout to complete. Once it's complete, you will be able to query the data like you would any other Postgres database.
Alternatively, use "layered checkout" to avoid downloading all the data
The data in norfolk-gov/foster-care-8bq6-fd8n:latest is 0 bytes. If this is too big to download all at once, or perhaps you only need to query a subset of it, you can use a layered checkout.:
sgr checkout --layered norfolk-gov/foster-care-8bq6-fd8n:latestThis will not download all the data, but it will create a schema comprised of foreign tables, that you can query as you would any other data. Splitgraph will lazily download the required objects as you query the data. In some cases, this might be faster or more efficient than a regular checkout.
Read the layered querying documentation to learn about when and why you might want to use layered queries.
Query the data with your existing tools
Once you've loaded the data into your local Splitgraph Engine, you can query it with any of your existing tools. As far as they're concerned, norfolk-gov/foster-care-8bq6-fd8n is just another Postgres schema.