SELECT in Riak TS

You can use the SELECT statement in Riak TS to query your TS dataset. This document will show you how to run various queries using SELECT.

See the guidelines for more information on limitations and rules for queries in TS.
See aggregate functions to learn how turn a set of rows in your Riak TS table into a value.
See arithmetic operations to see a list of operations available with SELECT.
See GROUP BY to learn how to condense rows sharing the same value.

For all of the examples on this page, we are using our standard example GeoCheckin table:

CREATE TABLE GeoCheckin
(
   region       VARCHAR   NOT NULL,
   state        VARCHAR   NOT NULL,
   time         TIMESTAMP NOT NULL,
   weather      VARCHAR   NOT NULL,
   temperature  DOUBLE,
   PRIMARY KEY (
     (region, state, QUANTUM(time, 15, 'm')),
     region, state, time
   )
)

SQL Injection

When querying with user-supplied data, it is essential that you protect against SQL injection. Please verify the user-supplied data before constructing queries.

Querying Columns

All queries using SELECT must include a ‘where’ clause with all components.

You can select particular columns from the data to query:

select weather, temperature from GeoCheckin where time > 1234560 and time < 1234569 and region = 'South Atlantic' and state = 'South Carolina'

Client-specific examples:

String queryText = "select weather, temperature from GeoCheckin " +
                   "where time > 1234560 and time < 1234569 and " +
                   "region = 'South Atlantic' and state = 'South Carolina'";

Query query = new Query.Builder(queryText).build();
QueryResult queryResult = client.execute(query);

Riak::Timeseries::Query.new(client, "select weather, temperature from GeoCheckin where time > 1234560 and time < 1234569 and region = 'South Atlantic' and state = 'South Carolina'").issue!

fmt = """
select weather, temperature from GeoCheckin where
    time > {t1} and time < {t2} and
    region = 'South Atlantic' and state = 'South Carolina'
"""
query = fmt.format(t1=tenMinsAgoMsec, t2=nowMsec)
ts_obj = client.ts_query('GeoCheckin', query)

var now = DateTime.UtcNow;
var tenMinsAgo = now.AddMinutes(-10);
var qfmt = "SELECT * FROM GeoCheckin WHERE time > {0} and time < {1} and region = 'South Atlantic' and state = 'South Carolina'";
var q = string.Format(
    qfmt,
    DateTimeUtil.ToUnixTimeMillis(tenMinsAgo),
    DateTimeUtil.ToUnixTimeMillis(now));

var cmd = new Query.Builder()
    .WithTable("GeoCheckin")
    .WithQuery(q)
    .Build();

RiakResult rslt = client.Execute(cmd);

var callback = function(err, resp) {
    // resp.rows and resp.columns
    // have data
};
// NB: t1/t2 are integers representing unix timestamps with
// millisecond resolution
var queryText = "select * from GeoCheckin where time > " + t1 +
                " and time < " + t2 +
                " and region = 'South Atlantic' and state = 'South Carolina'";
var q = new Riak.Commands.TS.Query.Builder()
    .withQuery(queryText)
    .withCallback(callback)
    .build();
cluster.execute(q);

riakc_ts:query(Pid, "select weather, temperature from GeoCheckin where time > 1234560 and time < 1234569 and region = 'South Atlantic' and state = 'South Carolina'").

$response = (new Command\Builder\TimeSeries\Query($riak))
    ->withQuery("select weather, temperature from GeoCheckin where region = 'South Atlantic' and state = 'state1' and time > 1234560 and time < 1234569")
    ->build()
    ->execute();

cmd, err := riak.NewTsQueryCommandBuilder()
    .WithQuery("select weather, temperature from GeoCheckin where region = 'South Atlantic' and state = 'state1' and time > 1234560 and time < 1234569")
    .Build()

if err != nil {
    return err
}

err = cluster.Execute(cmd)

Extended Queries

You can extend the query beyond the primary key and use secondary columns to filter results. In this example, we are extending our query to filter based on temperature:

select weather, temperature from GeoCheckin where time > 1234560 and time < 1234569 and region = 'South Atlantic' and state = 'South Carolina' and temperature > 27.0

Client-specific examples:

String queryText = "select weather, temperature from GeoCheckin " +
                   "where time > 1234560 and time < 1234569 and " +
                   "region = 'South Atlantic' and state = 'South Carolina' " +
                   "temperature > 27.0";

Query query = new Query.Builder(queryText).build();
QueryResult queryResult = client.execute(query);

Riak::Timeseries::Query.new(client, "select weather, temperature from GeoCheckin where time > 1234560 and time < 1234569 and region = 'South Atlantic' and state = 'South Carolina' and temperature > 27.0").issue!

fmt = """
select weather, temperature from GeoCheckin where
    time > {t1} and time < {t2} and
    region = 'South Atlantic' and state = 'South Carolina' and
    temperature > 27.0
"""
query = fmt.format(t1=tenMinsAgoMsec, t2=nowMsec)
ts_obj = client.ts_query('GeoCheckin', query)

var now = DateTime.UtcNow;
var tenMinsAgo = now.AddMinutes(-10);
var qfmt = "SELECT weather, temperature FROM GeoCheckin WHERE time > {0} and time < {1} and region = 'South Atlantic' and state = 'South Carolina' and temperature > 27.0";
var q = string.Format(
    qfmt,
    DateTimeUtil.ToUnixTimeMillis(tenMinsAgo),
    DateTimeUtil.ToUnixTimeMillis(now));

var cmd = new Query.Builder()
    .WithTable("GeoCheckin")
    .WithQuery(q)
    .Build();

RiakResult rslt = client.Execute(cmd);

var callback = function(err, resp) {
    // resp.rows and resp.columns
    // have data
};
// NB: t1/t2 are integers representing unix timestamps with
// millisecond resolution
var queryText = "select weather, temperature from GeoCheckin where time > " + t1 +
                " and time < " + t2 +
                " and region = 'South Atlantic' and state = 'South Carolina'" +
                " and temperature > 27.0";
var q = new Riak.Commands.TS.Query.Builder()
    .withQuery(queryText)
    .withCallback(callback)
    .build();
cluster.execute(q);

riakc_ts:query(Pid, "select weather, temperature from GeoCheckin where time > 1234560 and time < 1234569 and region = 'South Atlantic' and state = 'South Carolina' and temperature > 27.0").

$response = (new Command\Builder\TimeSeries\Query($riak))
    ->withQuery("select weather, temperature from GeoCheckin where region = 'South Atlantic' and state = 'state1' and time > 1234560 and time < 1234569 and temperature > 27.0")
    ->build()
    ->execute();

cmd, err := riak.NewTsQueryCommandBuilder()
    .WithQuery("select weather, temperature from GeoCheckin where region = 'South Atlantic' and state = 'state1' and time > 1234560 and time < 1234569 and temperature > 27.0")
    .Build()

if err != nil {
    return err
}

err = cluster.Execute(cmd)

You can also use or when querying against column values, such as temperature in our example. Note that the parentheses are required:

SELECT weather, temperature FROM GeoCheckin WHERE time > 1234560 AND time < 1234569 AND region = 'South Atlantic' AND state = 'South Carolina' AND (temperature > 27.0 OR temperature < 0.0)

You cannot use or between two complete clauses, since keys cannot be specified twice.

ISO 8601

It is possible to use ISO 8601-compliant date/time strings in SELECT statements instead of integer timestamps:

time > '2015-12-11 20:04:37' and time < '2015-12-11 20:04:50'

You cannot use reduced accuracy time representations. Instead, you must specify your time down to the second (or use fractional times).

ISO 8601 time strings are converted to a millisecond timestamp, which the query then uses.

SELECT weather, temperature FROM GeoCheckin WHERE time > '2009-11-01 03:15:00+07' AND time < '2009-11-01 03:45:00+07' AND region = 'South Atlantic' AND state = 'South Carolina'

The timestamps used inside Riak TS for those comparisons will be 1257020100000 and 1257021900000.

The same query, expressed with fractional time:

SELECT weather, temperature FROM GeoCheckin WHERE time > '2009-11-01 03.25+07' AND time < '2009-11-01 03.75+07' AND region = 'South Atlantic' AND state = 'South Carolina'

See our documentation on ISO 8601 support for more details on how to use ISO 8601.

IS [NOT] NULL

For queries which operate on ranges which contain columns that are nullable, the WHERE clause may contain NULL condition predicates.

_expression_ IS NULL
_expression_ IS NOT NULL
NOT _expression_ IS NULL -- equivalent to: _expression_ IS NOT NULL
NOT _expression_ IS NOT NULL -- equivalent to: _expression_ IS NULL

For example, the following query extracts the key column values for all records within the time range, which do not have a value set for the temperature column:

SELECT region, state, time
FROM GeoCheckin
WHERE time > 1234560 AND time < 1234569
      AND region = 'South Atlantic' AND state = 'South Carolina'
      AND temperature IS NULL

IS NOT NULL is often used to operate on records which are fully populated to the point that an application requires. Within this context, the above query to locate records which do not satisfy such a requirement can be utilized to investigate and subsequently reconcile records which are partially populated.

Another common use of NULL condition predicates is determining the relative cardinality of the subset not containing a value for the column.

Client NULL Results

In this example, we will show how NULL cell results are returned through each client with the following query:

SELECT region, temperature
FROM GeoCheckin
WHERE time > 1234560 AND time < 1234569
      AND region = 'South Atlantic' AND state = 'South Carolina'
      AND temperature IS NULL

String queryText =
    "SELECT region, temperature FROM GeoCheckin" +
    "WHERE time > 1234560 AND time < 1234569" +
    "AND region = 'South Atlantic' AND state = 'South Carolina'" +
    "AND temperature IS NULL";

Query query = new Query.Builder(queryText).build();
QueryResult queryResult = client.execute(query);
Row firstRow = queryResult.getRowsCopy().get(0);
List<Cell> cells = firstRow.getCellsCopy();

assertTrue(cells.size() == 2);

assertTrue(cells.get(0) != null);
assertTrue(cells.get(0).hasVarcharValue());
assertTrue(cells.get(0).getVarcharAsUTF8String().equals("South Atlantic"));

assertTrue(cells.get(1) == null); // Null cells are represented as literal nulls in the row object's cell iterator.

Riak::Timeseries::Query.new(client, "SELECT region, temperature FROM GeoCheckin WHERE time > 1234560 AND time < 1234569 AND region = 'South Atlantic' AND state = 'South Carolina' AND temperature IS NULL").issue!

#=> [["South Atlantic", nil], ["South Atlantic", nil]]

fmt = """
SELECT region, temperature FROM GeoCheckin
WHERE time > {t1} AND time < {t2}
AND region = 'South Atlantic' AND state = 'South Carolina'
AND temperature IS NULL
"""
query = fmt.format(t1=tenMinsAgoMsec, t2=nowMsec)
ts_obj = client.ts_query('GeoCheckin', query)

print ts_obj.rows
# [["South Atlantic", None], ["South Atlantic", None]]

var now = DateTime.UtcNow;
var tenMinsAgo = now.AddMinutes(-10);
var qfmt = "SELECT region, temperature FROM GeoCheckin WHERE time > 1234560 AND time < 1234569 AND region = 'South Atlantic' AND state = 'South Carolina' AND temperature IS NULL";
var q = string.Format(
    qfmt,
    DateTimeUtil.ToUnixTimeMillis(tenMinsAgo),
    DateTimeUtil.ToUnixTimeMillis(now));

var cmd = new Query.Builder()
    .WithTable("GeoCheckin")
    .WithQuery(q)
    .Build();

RiakResult rslt = client.Execute(cmd);

QueryResponse response = cmd.Response;
Row firstRow = response.Value.First();
Assert.AreEqual("South Atlantic", firstRow.Cells.ElementAt(0).Value);
Assert.IsNull(firstRow.Cells.ElementAt(1).Value);

var callback = function(err, resp) {
    // resp.rows and resp.columns
    // have data
    // each row is an array of cells or null values.
    var firstRow = result.rows[0];
    firstRow[0]; // Returns "South Atlantic"
    firstRow[1]; // Returns null
};
// NB: t1/t2 are integers representing unix timestamps with
// millisecond resolution
var queryText = "SELECT region, temperature FROM GeoCheckin " +
                "WHERE time > " + t1 + " AND time < " + t2 +
                " AND region = 'South Atlantic' AND state = 'South Carolina' " +
                " AND temperature IS NULL";
var q = new Riak.Commands.TS.Query.Builder()
    .withQuery(queryText)
    .withCallback(callback)
    .build();
cluster.execute(q);

riakc_ts:query(Pid, "SELECT region, temperature FROM GeoCheckin WHERE time > 1234560 AND time < 1234569 AND region = 'South Atlantic' AND state = 'South Carolina' AND temperature IS NULL").
%% Returns
%% {ok,{[<<"region">>,<<"temperature">>],
%%     [{<<"South Atlantic">>,[]},{<<"South Atlantic">>,[]}]}}
%%
%% In the Erlang client, null cells are represented as empty lists ([])

$response = (new Command\Builder\TimeSeries\Query($riak))
    ->withQuery("SELECT region, temperature FROM GeoCheckin WHERE time > 1234560 AND time < 1234569 AND region = 'South Atlantic' AND state = 'South Carolina' AND temperature IS NULL")
    ->build()
    ->execute();
$response->getResults()[0][0]->getValue(); // returns "South Atlantic"
$response->getResults()[0][1]->getValue(); // returns null

cmd, err := riak.NewTsQueryCommandBuilder()
    .WithQuery("SELECT region, temperature FROM GeoCheckin WHERE time > 1234560 AND time < 1234569 AND region = 'South Atlantic' AND state = 'South Carolina' AND temperature IS NULL")
    .Build()

if err != nil {
    return err
}

err = cluster.Execute(cmd);

if err != nil {
    return err
}

scmd, ok := cmd.(*TsQueryCommand);

scmd.Response.Rows[0][0].GetStringValue() // returns "South Atlantic"
scmd.Response.Rows[0][1] // returns nil