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 public_school_enrollment_by_county_grade_and_race table in this repository, by referencing it like:
"pa-gov/public-school-enrollment-by-county-grade-and-race-wb8u-h3s8:latest"."public_school_enrollment_by_county_grade_and_race"or in a full query, like:
SELECT
":id", -- Socrata column ID
"_012", -- * Indicates a number less than 10 masked to prevent identification of individual students. ^ Indicates a number that was rounded to the next higher multiple of 5 to prevent calculation of a masked number.
"_010", -- * Indicates a number less than 10 masked to prevent identification of individual students. ^ Indicates a number that was rounded to the next higher multiple of 5 to prevent calculation of a masked number.
"_009", -- * Indicates a number less than 10 masked to prevent identification of individual students. ^ Indicates a number that was rounded to the next higher multiple of 5 to prevent calculation of a masked number.
"_006", -- * Indicates a number less than 10 masked to prevent identification of individual students. ^ Indicates a number that was rounded to the next higher multiple of 5 to prevent calculation of a masked number.
"_005", -- * Indicates a number less than 10 masked to prevent identification of individual students. ^ Indicates a number that was rounded to the next higher multiple of 5 to prevent calculation of a masked number.
"_002", -- * Indicates a number less than 10 masked to prevent identification of individual students. ^ Indicates a number that was rounded to the next higher multiple of 5 to prevent calculation of a masked number.
"_001", -- * Indicates a number less than 10 masked to prevent identification of individual students. ^ Indicates a number that was rounded to the next higher multiple of 5 to prevent calculation of a masked number.
"k5f", -- K5 - The second year of a 2-year kindergarten program or the single year of a traditional 1-year kindergarten program. Students are generally 5 years old at the beginning of the school year. K5A represents a K5 Half Day morning (AM) program and K5P represents a K5 Half Day afternoon (PM) program. K5F is used to indicate a K5 Full Day program. * Indicates a number less than 10 masked to prevent identification of individual students. ^ Indicates a number that was rounded to the next higher multiple of 5 to prevent calculation of a masked number.
"k4h", -- K4 - The first year of a 2-year kindergarten program. Students are generally 4 years old at the beginning of the school year. K4A represents a K4 Half Day morning (AM) program and K4P represents a K4 Half Day afternoon (PM) program. K4F is used to indicate a K4 Full Day program. * Indicates a number less than 10 masked to prevent identification of individual students. ^ Indicates a number that was rounded to the next higher multiple of 5 to prevent calculation of a masked number.
"pkf", -- PRE-KINDERGARTEN (PK) - A program enrolling students who are up to two years younger than the entrance age for the local education agency's kindergarten program. PKA represents a PreK Half Day morning (AM) program and PKP represents a PreK Half Day afternoon (PM) program. PKF is used to indicate a PreK Full Day program. * Indicates a number less than 10 masked to prevent identification of individual students. ^ Indicates a number that was rounded to the next higher multiple of 5 to prevent calculation of a masked number.
"pkh", -- PRE-KINDERGARTEN (PK) - A program enrolling students who are up to two years younger than the entrance age for the local education agency's kindergarten program. PKA represents a PreK Half Day morning (AM) program and PKP represents a PreK Half Day afternoon (PM) program. PKF is used to indicate a PreK Full Day program. * Indicates a number less than 10 masked to prevent identification of individual students. ^ Indicates a number that was rounded to the next higher multiple of 5 to prevent calculation of a masked number.
"total", -- * Indicates a number less than 10 masked to prevent identification of individual students. ^ Indicates a number that was rounded to the next higher multiple of 5 to prevent calculation of a masked number.
"_007", -- * Indicates a number less than 10 masked to prevent identification of individual students. ^ Indicates a number that was rounded to the next higher multiple of 5 to prevent calculation of a masked number.
"_004", -- * Indicates a number less than 10 masked to prevent identification of individual students. ^ Indicates a number that was rounded to the next higher multiple of 5 to prevent calculation of a masked number.
"k5h", -- K5 - The second year of a 2-year kindergarten program or the single year of a traditional 1-year kindergarten program. Students are generally 5 years old at the beginning of the school year. K5A represents a K5 Half Day morning (AM) program and K5P represents a K5 Half Day afternoon (PM) program. K5F is used to indicate a K5 Full Day program. * Indicates a number less than 10 masked to prevent identification of individual students. ^ Indicates a number that was rounded to the next higher multiple of 5 to prevent calculation of a masked number.
"k4f", -- K4 - The first year of a 2-year kindergarten program. Students are generally 4 years old at the beginning of the school year. K4A represents a K4 Half Day morning (AM) program and K4P represents a K4 Half Day afternoon (PM) program. K4F is used to indicate a K4 Full Day program. * Indicates a number less than 10 masked to prevent identification of individual students. ^ Indicates a number that was rounded to the next higher multiple of 5 to prevent calculation of a masked number.
"county_code", -- 2 digit county identifier from 01 to 67 that indicates the county. Codes are assigned alphabetically.
"_008", -- * Indicates a number less than 10 masked to prevent identification of individual students. ^ Indicates a number that was rounded to the next higher multiple of 5 to prevent calculation of a masked number.
"_003", -- * Indicates a number less than 10 masked to prevent identification of individual students. ^ Indicates a number that was rounded to the next higher multiple of 5 to prevent calculation of a masked number.
"race",
"county",
"_011" -- * Indicates a number less than 10 masked to prevent identification of individual students. ^ Indicates a number that was rounded to the next higher multiple of 5 to prevent calculation of a masked number.
FROM
"pa-gov/public-school-enrollment-by-county-grade-and-race-wb8u-h3s8:latest"."public_school_enrollment_by_county_grade_and_race"
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 pa-gov/public-school-enrollment-by-county-grade-and-race-wb8u-h3s8 with SQL in under 60 seconds.
This repository is an "external" repository. That means it's hosted elsewhere, in this case at data.pa.gov. When you querypa-gov/public-school-enrollment-by-county-grade-and-race-wb8u-h3s8:latest on the DDN, we "mount" the repository using the socrata mount handler. The mount handler proxies your SQL query to the upstream data source, translating it from SQL to the relevant language (in this case SoQL).
We also cache query responses on the DDN, but we run the DDN on multiple nodes so a CACHE_HIT is only guaranteed for subsequent queries that land on the same node.
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 (like this repository), 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, where the author has pushed Splitgraph Images to the repository, you can "clone" and/or "checkout" the data using sgr cloneand sgr checkout.
Mounting Data
This repository is an external repository. It's not hosted by Splitgraph. It is hosted by data.pa.gov, and Splitgraph indexes it. This means it is not an actual Splitgraph image, so you cannot use sgr clone to get the data. Instead, you can use the socrata adapter with the sgr mount command. Then, if you want, you can import the data and turn it into a Splitgraph image that others can clone.
First, install Splitgraph if you haven't already.
Mount the table with sgr mount
sgr mount socrata \
"pa-gov/public-school-enrollment-by-county-grade-and-race-wb8u-h3s8" \
--handler-options '{
"domain": "data.pa.gov",
"tables": {
"public_school_enrollment_by_county_grade_and_race": "wb8u-h3s8"
}
}'That's it! Now you can query the data in the mounted table like any other Postgres table.
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, pa-gov/public-school-enrollment-by-county-grade-and-race-wb8u-h3s8 is just another Postgres schema.