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Splitgraph
1
Open data and beyond
2
What is Splitgraph?
● Splitgraph Core
○ Build, extend, query and share data images
○ Powered by PostgreSQL
○ github.com/splitgraph/splitgraph
● Splitgraph Cloud
○ Splitgraph peer
○ Data catalog
○ Database proxy (Data Delivery Network, data mesh, data virtualization…)
○ www.splitgraph.com
3
postgresql://user@data.splitgraph.com
4
Plan
● Query data from public Splitgraph DDN via ODBC
○ odbc() function (SELECT * FROM odbc(...))
○ ODBC engine (CREATE TABLE … ENGINE ODBC)
○ Limits queries to 30s / 10k rows for QoS
● Run Splitgraph locally
○ Ingest data directly into ClickHouse for faster analytics
● All code on GitHub
○ github.com/splitgraph/splitgraph/tree/master/examples/clickhouse
5
6
odbc.ini
[splitgraph_ddn]
Description = PostgreSQL connection
Driver = PostgreSQL Unicode
Database = ddn
Servername = data.splitgraph.com
UserName = API_KEY
Password = API_SECRET
ConnSettings = SET application_name = 'odbc-clickhouse';
Port = 5432
Protocol = 12.3
SSLmode = require
ReadOnly = Yes
RowVersioning = No
ShowSystemTables = No
UseServerSidePrepare=0
7
Demo 1: odbc() function
●
●
●
●
●
8
Demo 1: odbc() function
SELECT
engine,
address
FROM odbc('DSN=splitgraph_ddn',
'cityofchicago/fire-stations-28km-gtjn', 'fire_stations')
LIMIT 10
9
Demo 2: ODBC engine and cross-portal joins
●
●
●
●
○
○
10
Demo 2: ODBC engine and cross-portal joins
CREATE TABLE chicago_cases (
lab_report_date String,
cases_total Int32
)
ENGINE = ODBC(
'DSN=splitgraph_ddn',
'cityofchicago/covid19-daily-cases-deaths-and-hospitalizations-naz8-j4nc',
'covid19_daily_cases_deaths_and_hospitalizations'
);
CREATE TABLE cambridge_cases (
date String,
new_positive_cases Int32
)
ENGINE = ODBC(
'DSN=splitgraph_ddn',
'cambridgema-gov/covid19-cumulative-cases-by-date-tdt9-vq5y',
'covid19_cumulative_cases_by_date'
);
11
Demo 3: Local Splitgraph engine
●
○
○
●
12
Demo 3: Local Splitgraph engine
SELECT
candidate_normalized,
SUM(votes) AS votes
FROM odbc('DSN=splitgraph',
'splitgraph/2016_election',
'precinct_results')
WHERE state_postal = 'TX'
GROUP BY candidate_normalized
ORDER BY votes DESC
13
Demo 3: Local Splitgraph engine
CREATE TABLE sg_2016_election (
state_postal String,
state_fips String,
votes Int32...
) ENGINE = ODBC('DSN=splitgraph', 'splitgraph/2016_election',
'precinct_results');
CREATE TABLE ch_2016_election AS sg_2016_election
ENGINE MergeTree ORDER BY county_fips;
INSERT INTO ch_2016_election SELECT * FROM sg_2016_election;
14
Thanks!
www.splitgraph.com
{artjoms,miles}@splitgraph.com
github.com/splitgraph/splitgraph/tree/master/examples/clickhouse

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Splitgraph: Open data and beyond - SF ClickHouse Meetup Sep 2020

  • 2. 2 What is Splitgraph? ● Splitgraph Core ○ Build, extend, query and share data images ○ Powered by PostgreSQL ○ github.com/splitgraph/splitgraph ● Splitgraph Cloud ○ Splitgraph peer ○ Data catalog ○ Database proxy (Data Delivery Network, data mesh, data virtualization…) ○ www.splitgraph.com
  • 4. 4 Plan ● Query data from public Splitgraph DDN via ODBC ○ odbc() function (SELECT * FROM odbc(...)) ○ ODBC engine (CREATE TABLE … ENGINE ODBC) ○ Limits queries to 30s / 10k rows for QoS ● Run Splitgraph locally ○ Ingest data directly into ClickHouse for faster analytics ● All code on GitHub ○ github.com/splitgraph/splitgraph/tree/master/examples/clickhouse
  • 5. 5
  • 6. 6 odbc.ini [splitgraph_ddn] Description = PostgreSQL connection Driver = PostgreSQL Unicode Database = ddn Servername = data.splitgraph.com UserName = API_KEY Password = API_SECRET ConnSettings = SET application_name = 'odbc-clickhouse'; Port = 5432 Protocol = 12.3 SSLmode = require ReadOnly = Yes RowVersioning = No ShowSystemTables = No UseServerSidePrepare=0
  • 7. 7 Demo 1: odbc() function ● ● ● ● ●
  • 8. 8 Demo 1: odbc() function SELECT engine, address FROM odbc('DSN=splitgraph_ddn', 'cityofchicago/fire-stations-28km-gtjn', 'fire_stations') LIMIT 10
  • 9. 9 Demo 2: ODBC engine and cross-portal joins ● ● ● ● ○ ○
  • 10. 10 Demo 2: ODBC engine and cross-portal joins CREATE TABLE chicago_cases ( lab_report_date String, cases_total Int32 ) ENGINE = ODBC( 'DSN=splitgraph_ddn', 'cityofchicago/covid19-daily-cases-deaths-and-hospitalizations-naz8-j4nc', 'covid19_daily_cases_deaths_and_hospitalizations' ); CREATE TABLE cambridge_cases ( date String, new_positive_cases Int32 ) ENGINE = ODBC( 'DSN=splitgraph_ddn', 'cambridgema-gov/covid19-cumulative-cases-by-date-tdt9-vq5y', 'covid19_cumulative_cases_by_date' );
  • 11. 11 Demo 3: Local Splitgraph engine ● ○ ○ ●
  • 12. 12 Demo 3: Local Splitgraph engine SELECT candidate_normalized, SUM(votes) AS votes FROM odbc('DSN=splitgraph', 'splitgraph/2016_election', 'precinct_results') WHERE state_postal = 'TX' GROUP BY candidate_normalized ORDER BY votes DESC
  • 13. 13 Demo 3: Local Splitgraph engine CREATE TABLE sg_2016_election ( state_postal String, state_fips String, votes Int32... ) ENGINE = ODBC('DSN=splitgraph', 'splitgraph/2016_election', 'precinct_results'); CREATE TABLE ch_2016_election AS sg_2016_election ENGINE MergeTree ORDER BY county_fips; INSERT INTO ch_2016_election SELECT * FROM sg_2016_election;