Query the Data Delivery Network

The 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 community_development_block_grant_cdbg_contracts table in this repository, by referencing it like:

"ny-gov/community-development-block-grant-cdbg-contracts-n9bu-8eic:latest"."community_development_block_grant_cdbg_contracts"

or in a full query, like:

SELECT
    ":id", -- Socrata column ID
    "project_number", -- The project number used in NYS Homes and Community Renewal’s Financial Management System (FMS) to track projects.
    "county", -- Name of New York State county in which the assisted project is located.
    "recipient_type", -- The type of unit of local government receiving the CDBG grant, either Village, Town, City, County or N/A. The sole N/A recipient type is a non-profit organization.
    "contract_amount", -- Indicates dollar amount of the contract awarded to the recipient organization.
    "current_status", -- Contract status, either open or closed contract.
    "grant_recipient", -- Name of New York State unit of local government receiving the CDBG grant. The grant may be used for another smaller unit of local government as when a county applies for funding on behalf of a town or village.
    "project_type", -- CDBG allows for funding 16 different types of project:  1.	Community Planning; 2.	Comprehensive Project (mix of two or more of the other categories; HCR has had none since PY 2008); 3.	Economic Development; 4.	Home Ownership; 5.	Housing Rehab; 6.	Imminent Threat; 7.	Innovative Projects (funded only for PY 2010); 8.	Mobile Home; 9.	New Construction (current CDBG guidelines do not allow for new construction; last HCR project was in PY 2006); 10.	Public Facilities; 11.	Public Service (as of PY 2001, HCR does not fund public service projects though eligible under the CDBG guidelines); 12.	Public Sewer; 13.	Public Water; 14.	Small Business; 15.	Technical Assistance; 16.	Wells & Septics. 
    "project_name", -- The project name is usually the name of the recipient of the grant, with few exceptions.
    "project_year" -- Program year (PY) refers to the federal fiscal year (October 1 to September 30) which funded the project; actual contract execution may take place in a later year.
FROM
    "ny-gov/community-development-block-grant-cdbg-contracts-n9bu-8eic:latest"."community_development_block_grant_cdbg_contracts"
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 ny-gov/community-development-block-grant-cdbg-contracts-n9bu-8eic with SQL in under 60 seconds.

This repository is an "external" repository. That means it's hosted elsewhere, in this case at data.ny.gov. When you queryny-gov/community-development-block-grant-cdbg-contracts-n9bu-8eic: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)"

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.ny.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 \
  "ny-gov/community-development-block-grant-cdbg-contracts-n9bu-8eic" \
  --handler-options '{
    "domain": "data.ny.gov",
    "tables": {
        "community_development_block_grant_cdbg_contracts": "n9bu-8eic"
    }
}'

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, ny-gov/community-development-block-grant-cdbg-contracts-n9bu-8eic is just another Postgres schema.