ADVISOR Function

reference

Enterprise Edition

The ADVISOR function provides index recommendations to optimize query response time. There are two main scenarios for using this function. One is to invoke the index advisor immediately for a given query or set of queries; the other is to start a session in which every query of interest is collected for a set time period, then invoke the index advisor asynchronously for that collection of queries when the session ends. Within these two scenarios, this function has several different usages. The operation and output of each usage depends on the function’s single argument. For clarity, each usage is listed separately on this page.

ADVISOR(`string`)

Description

When used with a string argument, the function invokes the index advisor for a single SQL++ query. The index advisor works with SELECT, UPDATE, DELETE, or MERGE queries.

Arguments

string: A string, or an expression which resolves to a string, containing a single SQL++ query.

Return Value

Returns an index advisor results object with the following properties.

Results

Name	Description	Schema
current_used_indexes optional	If the query engine can select any current primary or secondary indexes to use with an input query, this is an array of Index objects, each giving information about one of the current indexes. If the query engine cannot select a current index to use with an input query, this field does not appear.	< Indexes > array
recommended_covering_indexes optional	If the index advisor recommends any indexes, this is an array of Index objects, each giving information about one of the recommended indexes. If the index advisor cannot recommend any covering indexes, this field does not appear.	< Indexes > array
recommended_indexes optional	If the index advisor recommends any indexes, this is an array of Index objects, each giving information about one of the recommended indexes. If the index advisor cannot recommend any indexes, this field does not appear.	< Indexes > array

Name

Description

Schema

current_used_indexes
optional

If the query engine can select any current primary or secondary indexes to use with an input query, this is an array of Index objects, each giving information about one of the current indexes.

If the query engine cannot select a current index to use with an input query, this field does not appear.

< Indexes > array

recommended_covering_indexes
optional

If the index advisor recommends any indexes, this is an array of Index objects, each giving information about one of the recommended indexes.

If the index advisor cannot recommend any covering indexes, this field does not appear.

< Indexes > array

recommended_indexes
optional

If the index advisor recommends any indexes, this is an array of Index objects, each giving information about one of the recommended indexes.

If the index advisor cannot recommend any indexes, this field does not appear.

< Indexes > array

Indexes

Name	Description	Schema
index required	The SQL++ command used to define the index.	string
statements required	An array of Statement objects, each giving information about one of the SQL++ input queries associated with this index.	< Statements > array

Name

Description

Schema

index
required

The SQL++ command used to define the index.

string

statements
required

An array of Statement objects, each giving information about one of the SQL++ input queries associated with this index.

< Statements > array

Statements

Name	Description	Schema
run_count required	When the function is used with a single SQL++ input query, this is always 1. When the function is used with an array of queries, or a collection of queries from a session, this is the number of times that this SQL++ input query occurs in the input array or session.	integer
statement required	The SQL++ input query.	string

Name

Description

Schema

run_count
required

When the function is used with a single SQL++ input query, this is always 1.

When the function is used with an array of queries, or a collection of queries from a session, this is the number of times that this SQL++ input query occurs in the input array or session.

integer

statement
required

The SQL++ input query.

string

Example

To try the examples in this section, set the query context to the inventory scope in the travel sample dataset. For more information, see Query Context.

Get index advice for a single query

Query

SELECT ADVISOR("SELECT * FROM landmark
WHERE activity = 'eat' AND city = 'Paris'") AS Single;

Result

[
  {
    "Single": {
      "current_used_indexes": [
        {
          "index": "CREATE INDEX def_inventory_landmark_city ON `default`:`travel-sample`.`inventory`.`landmark`(`city`)",
          "statements": [
            {
              "run_count": 1,
              "statement": "SELECT * FROM `travel-sample`.inventory.landmark\nWHERE activity = 'eat' AND city = 'Paris'"
            }
          ]
        }
      ],
      "recommended_indexes": [
        {
          "index": "CREATE INDEX adv_city_activity ON `default`:`travel-sample`.`inventory`.`landmark`(`city`,`activity`)",
          "statements": [
            {
              "run_count": 1,
              "statement": "SELECT * FROM `travel-sample`.inventory.landmark\nWHERE activity = 'eat' AND city = 'Paris'"
            }
          ]
        }
      ]
    }
  }
]

Only one statement occurs in these results, because the function was called with a single query input. In this case, the index advisor identifies one index which is currently used by the query, and recommends one secondary index. No covering indexes are recommended.

ADVISOR(`array`)

Description

When used with an array argument, the function invokes the index advisor for multiple SQL++ queries. The index advisor works with SELECT, UPDATE, DELETE, or MERGE queries.

Arguments

array: An array of strings, or an expression which resolves to an array of strings, each of which contains a SQL++ query.

Return Value

Returns an index advisor results object.

Examples

To try the examples in this section, set the query context to the inventory scope in the travel sample dataset. For more information, see Query Context.

Get index advice for multiple queries

Query

SELECT ADVISOR([
  "SELECT * FROM landmark
   WHERE activity = 'eat' AND city = 'Paris'",
  "SELECT * FROM landmark
   WHERE activity = 'see' AND city = 'San Francisco'"
]) AS Multiple;

Result

[
  {
    "Multiple": {
      "current_used_indexes": [
        {
          "index": "CREATE INDEX def_inventory_landmark_city ON `default`:`travel-sample`.`inventory`.`landmark`(`city`)",
          "statements": [
            {
              "run_count": 1,
              "statement": "SELECT * FROM `travel-sample`.inventory.landmark\n   WHERE activity = 'eat' AND city = 'Paris'"
            },
            {
              "run_count": 1,
              "statement": "SELECT * FROM `travel-sample`.inventory.landmark\n   WHERE activity = 'see' AND city = 'San Francisco'"
            }
          ]
        }
      ],
      "recommended_indexes": [
        {
          "index": "CREATE INDEX adv_city_activity ON `default`:`travel-sample`.`inventory`.`landmark`(`city`,`activity`)",
          "statements": [
            {
              "run_count": 1,
              "statement": "SELECT * FROM `travel-sample`.inventory.landmark\n   WHERE activity = 'eat' AND city = 'Paris'"
            }
          ]
        },
        {
          "index": "CREATE INDEX adv_activity_city ON `default`:`travel-sample`.`inventory`.`landmark`(`activity`,`city`)",
          "statements": [
            {
              "run_count": 1,
              "statement": "SELECT * FROM `travel-sample`.inventory.landmark\n   WHERE activity = 'see' AND city = 'San Francisco'"
            }
          ]
        }
      ]
    }
  }
]

In this case, the index advisor recommends an index which would be suitable for both of the input queries.

Get index advice for recent completed requests

This example uses a subquery to get an array of statements from the system:completed_requests catalog.

Query

SELECT ADVISOR((SELECT RAW statement FROM system:completed_requests)) AS Recent;

Result

[
  {
    "Recent": {
      "current_used_indexes": [
        {
          "index": "CREATE PRIMARY INDEX def_inventory_route_primary ON `default`:`travel-sample`.`inventory`.`route`",
          "statements": [
            {
              "run_count": 3,
              "statement": "SELECT * FROM `travel-sample`.inventory.route r JOIN `travel-sample`.inventory.airline a ON r.airlineid= META(a).id WHERE a.country = \"France\";"
            },
            {
              "run_count": 2,
              "statement": "SELECT d.id, d.destinationairport, RATIO_TO_REPORT(d.distance) OVER (PARTITION BY d.destinationairport) AS `distance-ratio` FROM `travel-sample`.inventory.route AS d LIMIT 7;"
            },
// ...
          ]
        },
        {
          "index": "CREATE PRIMARY INDEX def_inventory_airport_primary ON `default`:`travel-sample`.`inventory`.`airport`",
          "statements": [
            {
              "run_count": 1,
              "statement": "SELECT airportname FROM `travel-sample`.inventory.airport WHERE geo.alt NOT BETWEEN 0 AND 100;"
            }
          ]
        }
      ],
      "recommended_covering_indexes": [
        {
          "index": "CREATE INDEX adv_geo_alt_airportname ON `default`:`travel-sample`.`inventory`.`airport`(`geo`.`alt`,`airportname`)",
          "statements": [
            {
              "run_count": 1,
              "statement": "SELECT airportname FROM `travel-sample`.inventory.airport WHERE geo.alt NOT BETWEEN 0 AND 100;"
            }
          ]
        }
      ],
      "recommended_indexes": [
        {
          "index": "CREATE INDEX adv_geo_alt ON `default`:`travel-sample`.`inventory`.`airport`(`geo`.`alt`)",
          "statements": [
            {
              "run_count": 1,
              "statement": "SELECT airportname FROM `travel-sample`.inventory.airport WHERE geo.alt NOT BETWEEN 0 AND 100;"
            }
          ]
        },
        {
          "index": "CREATE INDEX adv_airlineid ON `default`:`travel-sample`.`inventory`.`route`(`airlineid`)",
          "statements": [
            {
              "run_count": 3,
              "statement": "SELECT * FROM `travel-sample`.inventory.route r JOIN `travel-sample`.inventory.airline a ON r.airlineid= META(a).id WHERE a.country = \"France\";"
            }
// ...

In this case, the index advisor recommends several covering indexes and secondary indexes, each of which would be suitable for multiple recent queries. (Results are truncated for brevity.)

ADVISOR(`start_obj`)

Description

When used with a start_obj object argument, the function can be used to start an index advisor session. As long as the session is running, any queries that meet the criteria you specify are collected for later analysis.

By default, the session continues running for the duration you specify when you start the session. At the end of the duration, the index advisor analyzes any queries that have been collected by this session. The session and any resulting index advice are retained in the tasks cache. You can then get the results for this session to see the index advice.

Arguments

start_obj

An object with the following properties:

action: [Required] The string start.
profile: [Optional] A string specifying the user profile whose queries you want to collect. If omitted, all queries are collected.
response: [Optional] A string representing a duration. All completed queries lasting longer than this threshold are collected for analysis by the index advisor. Valid time units are ns (nanoseconds), us (microseconds), ms (milliseconds), s (seconds), m (minutes), or h (hours). If omitted, the default setting is 0s.
duration: [Required] A string representing a duration. The index advisor session runs for the length of this duration. Valid time units are ns (nanoseconds), us (microseconds), ms (milliseconds), s (seconds), m (minutes), or h (hours).
query_count: [Optional] An integer specifying the maximum number of queries to be collected for analysis by the index advisor. If omitted, the default setting is the same as the service-level completed-limit setting. You can change the service-level completed-limit setting to change the default for this property.

Return Value

Returns an object with the following property:

Name	Description	Schema
session required	The name of the index advisor session. You will need to refer to this name to get the results for this session, or to stop, abort, or purge this session.	string (UUID)

Name

Description

Schema

session
required

The name of the index advisor session. You will need to refer to this name to get the results for this session, or to stop, abort, or purge this session.

string (UUID)

Example

Start an index advisor session

The following example starts an index advisor session to run for one hour. All completed queries taking longer than 0 seconds will be collected.

Query

SELECT ADVISOR({"action": "start", "response": "0s", "duration": "1h"}) AS Collect;

Result

[
  {
    "Collect": {
      "session": "0cd09ae4-a083-4a7e-86cd-85e42c140d60"
    }
  }
]

ADVISOR(`list_obj`)

Description

When used with a list_obj object argument, the function can be used to list index advisor sessions. Each index advisor session is stored as a scheduled task in the system:tasks_cache catalog.

Arguments

list_obj

An object with the following properties:

action

[Required] The string list.

status

[Optional] A string specifying the status of the index advisor sessions to list. This must be one of the following:

completed — only list completed sessions
active — only list active sessions
all — list all sessions

If omitted, the default is all.

Return Value

Returns an array of tasks cache objects, each of which has the following properties.

Tasks Cache

Name	Description	Schema
tasks_cache required	A nested object that gives information about an index advisor session.	Session

Name

Description

Schema

tasks_cache
required

A nested object that gives information about an index advisor session.

Session

Session

Name Description Schema

Name	Description	Schema
class required	The class of the session; in this case, `advisor`.	string
delay required	The scheduled duration of the session.	string (duration)
id required	The internal ID of the session.	string (UUID)
name required	The name of the session. You will need to refer to this name to get the results for this session, or to stop, abort, or purge this session.	string (UUID)
node required	The node where the session was started.	string (address)
state required	The state of the session: `scheduled` — the session is active. `cancelled` — the session was stopped. `completed` — the session is completed.	enum (cancelled, completed, scheduled)
subClass required	The subclass of the session; in this case, `analyze`.	string
submitTime required	The date and time when the function was called to start the session.	string (date-time)
startTime optional	The date and time when the session started. If the session is still active, this field is not present.	string (date-time)
stopTime optional	The date and time when the session stopped. If the session is still active, this field is not present.	string (date-time)
results optional	An array containing a single index advisor results object. If the session is still active, this field is not present.	< Results > array

class
required

The class of the session; in this case, advisor.

string

delay
required

The scheduled duration of the session.

string (duration)

id
required

The internal ID of the session.

string (UUID)

name
required

The name of the session. You will need to refer to this name to get the results for this session, or to stop, abort, or purge this session.

string (UUID)

node
required

The node where the session was started.

string (address)

state
required

The state of the session:

scheduled — the session is active.
cancelled — the session was stopped.
completed — the session is completed.

enum (cancelled, completed, scheduled)

subClass
required

The subclass of the session; in this case, analyze.

string

submitTime
required

The date and time when the function was called to start the session.

string (date-time)

startTime
optional

The date and time when the session started.

If the session is still active, this field is not present.

string (date-time)

stopTime
optional

The date and time when the session stopped.

If the session is still active, this field is not present.

string (date-time)

results
optional

An array containing a single index advisor results object.

If the session is still active, this field is not present.

< Results > array

Returns an empty array if there are no index advisor sessions in the tasks cache.

Example

List all index advisor sessions

Query

SELECT ADVISOR({"action": "list"}) AS List;

Result

[
  {
    "List": [
      {
        "tasks_cache": {
          "class": "advisor",
          "delay": "10s",
          "id": "583af6ae-841e-5090-9a74-3607784533fa",
          "name": "0cd09ae4-a083-4a7e-86cd-85e42c140d60",
          "node": "127.0.0.1:8091",
          "results": [
// ...
          ],
          "startTime": "2021-01-19 15:57:51.015716783 +0000 UTC m=+19106.791327072",
          "state": "completed",
          "stopTime": "2021-01-19 15:57:51.123751229 +0000 UTC m=+19106.899361513",
          "subClass": "analyze",
          "submitTime": "2021-01-19 15:57:41.01262637 +0000 UTC m=+19096.788236671"
        }
      },
      {
        "tasks_cache": {
          "class": "advisor",
          "delay": "1h0m0s",
          "id": "ce4ec13f-720e-56ae-8790-8136ea0648e3",
          "name": "4e394fad-03d5-4fbf-b9a5-6ad902c8df75",
          "node": "127.0.0.1:8091",
          "results": [
            {}
          ],
          "state": "cancelled",
          "subClass": "analyze",
          "submitTime": "2021-01-19 15:56:12.398458243 +0000 UTC m=+19008.174068538"
        }
      }
    ]
  }
]

(Results are truncated for brevity.)

ADVISOR(`stop_obj`)

Description

When used with a stop_obj object argument, the function can be used to stop an index advisor session. In this case, the session is stopped, and the index advisor analyzes any queries that have been collected by this session so far. The session and any resulting index advice are retained in the tasks cache. You can then get the results for this session to see the index advice.

Arguments

stop_obj

An object with the following properties:

action: [Required] The string stop.
session: [Required] A string specifying the name of a session.

Return Value

Returns an empty array.

Example

Stop an index advisor session

Query

SELECT ADVISOR({"action": "stop", "session": "0cd09ae4-a083-4a7e-86cd-85e42c140d60"})
AS Stop;

Result

[
  {
    "Stop": []
  }
]

ADVISOR(`abort_obj`)

Description

When used with an abort_obj object argument, the function can be used to abort an index advisor session. In this case, the session is stopped, and the session is removed from the tasks cache.

Arguments

abort_obj

An object with the following properties:

action: [Required] The string abort.
session: [Required] A string specifying the name of a session.

Return Value

Returns an empty array.

Example

Abort an index advisor session

Query

SELECT ADVISOR({"action": "abort", "session": "0cd09ae4-a083-4a7e-86cd-85e42c140d60"})
AS Abort;

Result

[
  {
    "Abort": []
  }
]

ADVISOR(`get_obj`)

Description

When used with a get_obj object argument, the function can be used to get the results of a completed index advisor session. The index advisor is invoked for any collected SELECT, UPDATE, DELETE, or MERGE queries.

Arguments

get_obj

An object with the following properties:

action: [Required] The string get.
session: [Required] A string specifying the name of a session.

Return Value

Returns an array containing an array, which in turn contains an index advisor results object.

Returns an empty array if the specified session collected no queries, or if the specified session does not exist.

Example

Get index advice for an index advisor session

Query

SELECT ADVISOR({"action": "get", "session": "0cd09ae4-a083-4a7e-86cd-85e42c140d60"})
AS Get;

Result

[
  {
    "Get": [
      [
        {
          "current_used_indexes": [
            {
              "index": "CREATE PRIMARY INDEX idx_airport_primary ON `default`:`travel-sample`.`inventory`.`airport`",
              "statements": [
                {
                  "run_count": 1,
                  "statement": "SELECT airportname FROM `travel-sample`.inventory.airport WHERE geo.alt NOT BETWEEN 0 AND 100;"
                }
              ]
// ...
            }
          ],
          "recommended_covering_indexes": [
            {
              "index": "CREATE INDEX adv_city_name ON `default`:`travel-sample`.`inventory`.`hotel`(`city`,`name`)",
              "statements": [
                {
                  "run_count": 1,
                  "statement": "SELECT h.name, h.city, a.airportname FROM `travel-sample`.inventory.hotel h JOIN `travel-sample`.inventory.airport a ON h.city = a.city LIMIT 5;"
                }
              ]
// ...
            }
          ],
          "recommended_indexes": [
            {
              "index": "CREATE INDEX adv_geo_alt ON `default`:`travel-sample`.`inventory`.`airport`(`geo`.`alt`)",
              "statements": [
                {
                  "run_count": 1,
                  "statement": "SELECT airportname FROM `travel-sample`.inventory.airport WHERE geo.alt NOT BETWEEN 0 AND 100;"
                }
              ]
            }
          ]
        }
      ]
    ]
  }
]

(Results are truncated for brevity.)

ADVISOR(`purge_obj`)

Description

When used with a purge_obj object argument, the function can be used to purge the results of a completed index advisor session from the tasks cache.

Arguments

purge_obj

An object with the following properties:

action: [Required] The string purge.
session: [Required] A string specifying the name of a session.

Return Value

Returns an empty array.

Example

Purge an index advisor session

Query

SELECT ADVISOR({"action": "purge", "session": "0cd09ae4-a083-4a7e-86cd-85e42c140d60"})
AS Purge;

Result

[
  {
    "Purge": []
  }
]

The ADVISE statement — also describes the index advisor recommendation rules
The Index Advisor in the Query Workbench
The system:tasks_cache catalog

ADVISOR Function

ADVISOR(string)

Description

Arguments

Return Value

Example

ADVISOR(array)

Description

Arguments

Return Value

Examples

ADVISOR(start_obj)

Description

Arguments

Return Value

Example

ADVISOR(list_obj)

Description

Arguments

Return Value

Example

ADVISOR(stop_obj)

Description

Arguments

Return Value

Example

ADVISOR(abort_obj)

Description

Arguments

Return Value

Example

ADVISOR(get_obj)

Description

Arguments

Return Value

Example

ADVISOR(purge_obj)

Description

Arguments

Return Value

Example

Related Links

ADVISOR(`string`)

ADVISOR(`array`)

ADVISOR(`start_obj`)

ADVISOR(`list_obj`)

ADVISOR(`stop_obj`)

ADVISOR(`abort_obj`)

ADVISOR(`get_obj`)

ADVISOR(`purge_obj`)