Semantic Conventions for Database Client Calls

Status: Release Candidate, unless otherwise specified

Warning

Existing database instrumentations that are using v1.24.0 of this document (or prior):

  • SHOULD NOT change the version of the database conventions that they emit by default until the database semantic conventions are marked stable. Conventions include, but are not limited to, attributes, metric and span names, and unit of measure.
  • SHOULD introduce an environment variable OTEL_SEMCONV_STABILITY_OPT_IN in the existing major version which is a comma-separated list of values. If the list of values includes:
    • database - emit the new, stable database conventions, and stop emitting the old experimental database conventions that the instrumentation emitted previously.
    • database/dup - emit both the old and the stable database conventions, allowing for a seamless transition.
    • The default behavior (in the absence of one of these values) is to continue emitting whatever version of the old experimental database conventions the instrumentation was emitting previously.
    • Note: database/dup has higher precedence than database in case both values are present
  • SHOULD maintain (security patching at a minimum) the existing major version for at least six months after it starts emitting both sets of conventions.
  • SHOULD drop the environment variable in the next major version.

Span kind: MUST always be CLIENT.

Span that describes database call SHOULD cover the duration of the corresponding call as if it was observed by the caller (such as client application). For example, if a transient issue happened and was retried within this database call, the corresponding span should cover the duration of the logical operation with all retries.

Name

Database spans MUST follow the overall guidelines for span names.

The span name SHOULD be {db.operation.name} {target} if there is a (low-cardinality) {db.operation.name} available (see below for the exact definition of the {target} placeholder).

If there is no (low-cardinality) db.operation.name available, database span names SHOULD be {target}.

If neither {db.operation.name} nor {target} are available, span name SHOULD be {db.system}.

Semantic conventions for individual database systems MAY specify different span name format.

The {target} SHOULD describe the entity that the operation is performed against and SHOULD adhere to one of the following values, provided they are accessible:

  • db.collection.name SHOULD be used for data manipulation operations or operations on a database collection.
  • db.namespace SHOULD be used for operations on a specific database namespace.
  • server.address:server.port SHOULD be used for other operations not targeting any specific database(s) or collection(s)

If a corresponding {target} value is not available for a specific operation, the instrumentation SHOULD omit the {target}. For example, for an operation describing SQL query on an anonymous table like SELECT * FROM (SELECT * FROM table) t, span name should be SELECT.

Common attributes

These attributes will usually be the same for all operations performed over the same database connection.

AttributeTypeDescriptionExamplesRequirement LevelStability
db.systemstringThe database management system (DBMS) product as identified by the client instrumentation. [1]other_sql; adabas; cacheRequiredExperimental
db.collection.namestringThe name of a collection (table, container) within the database. [2]public.users; customersConditionally Required [3]Experimental
db.namespacestringThe name of the database, fully qualified within the server address and port. [4]customers; test.usersConditionally Required If available.Experimental
db.operation.namestringThe name of the operation or command being executed. [5]findAndModify; HMSET; SELECTConditionally Required [6]Experimental
db.response.status_codestringDatabase response status code. [7]102; ORA-17002; 08P01; 404Conditionally Required [8]Experimental
error.typestringDescribes a class of error the operation ended with. [9]timeout; java.net.UnknownHostException; server_certificate_invalid; 500Conditionally Required If and only if the operation failed.Stable
server.portintServer port number. [10]80; 8080; 443Conditionally Required [11]Stable
db.operation.batch.sizeintThe number of queries included in a batch operation. [12]2; 3; 4RecommendedExperimental
db.query.textstringThe database query being executed. [13]SELECT * FROM wuser_table where username = ?; SET mykey "WuValue"Recommended [14]Experimental
network.peer.addressstringPeer address of the database node where the operation was performed. [15]10.1.2.80; /tmp/my.sockRecommended If applicable for this database system.Stable
network.peer.portintPeer port number of the network connection.65123Recommended if and only if network.peer.address is set.Stable
server.addressstringName of the database host. [16]example.com; 10.1.2.80; /tmp/my.sockRecommendedStable
db.query.parameter.<key>stringA query parameter used in db.query.text, with <key> being the parameter name, and the attribute value being a string representation of the parameter value. [17]someval; 55Opt-InExperimental

[1]: The actual DBMS may differ from the one identified by the client. For example, when using PostgreSQL client libraries to connect to a CockroachDB, the db.system is set to postgresql based on the instrumentation’s best knowledge. This attribute has stability level RELEASE CANDIDATE.

[2]: It is RECOMMENDED to capture the value as provided by the application without attempting to do any case normalization. If the collection name is parsed from the query text, it SHOULD be the first collection name found in the query and it SHOULD match the value provided in the query text including any schema and database name prefix. For batch operations, if the individual operations are known to have the same collection name then that collection name SHOULD be used, otherwise db.collection.name SHOULD NOT be captured. This attribute has stability level RELEASE CANDIDATE.

[3]: If readily available. The collection name MAY be parsed from the query text, in which case it SHOULD be the first collection name found in the query.

[4]: If a database system has multiple namespace components, they SHOULD be concatenated (potentially using database system specific conventions) from most general to most specific namespace component, and more specific namespaces SHOULD NOT be captured without the more general namespaces, to ensure that “startswith” queries for the more general namespaces will be valid. Semantic conventions for individual database systems SHOULD document what db.namespace means in the context of that system. It is RECOMMENDED to capture the value as provided by the application without attempting to do any case normalization. This attribute has stability level RELEASE CANDIDATE.

[5]: It is RECOMMENDED to capture the value as provided by the application without attempting to do any case normalization. If the operation name is parsed from the query text, it SHOULD be the first operation name found in the query. For batch operations, if the individual operations are known to have the same operation name then that operation name SHOULD be used prepended by BATCH , otherwise db.operation.name SHOULD be BATCH or some other database system specific term if more applicable. This attribute has stability level RELEASE CANDIDATE.

[6]: If readily available. The operation name MAY be parsed from the query text, in which case it SHOULD be the first operation name found in the query.

[7]: The status code returned by the database. Usually it represents an error code, but may also represent partial success, warning, or differentiate between various types of successful outcomes. Semantic conventions for individual database systems SHOULD document what db.response.status_code means in the context of that system. This attribute has stability level RELEASE CANDIDATE.

[8]: If the operation failed and status code is available.

[9]: The error.type SHOULD match the db.response.status_code returned by the database or the client library, or the canonical name of exception that occurred. When using canonical exception type name, instrumentation SHOULD do the best effort to report the most relevant type. For example, if the original exception is wrapped into a generic one, the original exception SHOULD be preferred. Instrumentations SHOULD document how error.type is populated.

[10]: When observed from the client side, and when communicating through an intermediary, server.port SHOULD represent the server port behind any intermediaries, for example proxies, if it’s available.

[11]: If using a port other than the default port for this DBMS and if server.address is set.

[12]: Operations are only considered batches when they contain two or more operations, and so db.operation.batch.size SHOULD never be 1.

[13]: For sanitization see Sanitization of db.query.text. For batch operations, if the individual operations are known to have the same query text then that query text SHOULD be used, otherwise all of the individual query texts SHOULD be concatenated with separator ; or some other database system specific separator if more applicable. Even though parameterized query text can potentially have sensitive data, by using a parameterized query the user is giving a strong signal that any sensitive data will be passed as parameter values, and the benefit to observability of capturing the static part of the query text by default outweighs the risk. This attribute has stability level RELEASE CANDIDATE.

[14]: SHOULD be collected by default only if there is sanitization that excludes sensitive information. See Sanitization of db.query.text.

[15]: Semantic conventions for individual database systems SHOULD document whether network.peer.* attributes are applicable. Network peer address and port are useful when the application interacts with individual database nodes directly. If a database operation involved multiple network calls (for example retries), the address of the last contacted node SHOULD be used.

[16]: When observed from the client side, and when communicating through an intermediary, server.address SHOULD represent the server address behind any intermediaries, for example proxies, if it’s available.

[17]: Query parameters should only be captured when db.query.text is parameterized with placeholders. If a parameter has no name and instead is referenced only by index, then <key> SHOULD be the 0-based index. This attribute has stability level RELEASE CANDIDATE.

The following attributes can be important for making sampling decisions and SHOULD be provided at span creation time (if provided at all):

db.system has the following list of well-known values. If one of them applies, then the respective value MUST be used; otherwise, a custom value MAY be used.

ValueDescriptionStability
adabasAdabas (Adaptable Database System)Experimental
cassandraApache CassandraExperimental
clickhouseClickHouseExperimental
cockroachdbCockroachDBExperimental
cosmosdbMicrosoft Azure Cosmos DBExperimental
couchbaseCouchbaseExperimental
couchdbCouchDBExperimental
db2IBM Db2Experimental
derbyApache DerbyExperimental
dynamodbAmazon DynamoDBExperimental
edbEnterpriseDBExperimental
elasticsearchElasticsearchExperimental
filemakerFileMakerExperimental
firebirdFirebirdExperimental
geodeApache GeodeExperimental
h2H2Experimental
hanadbSAP HANAExperimental
hbaseApache HBaseExperimental
hiveApache HiveExperimental
hsqldbHyperSQL DataBaseExperimental
influxdbInfluxDBExperimental
informixInformixExperimental
ingresIngresExperimental
instantdbInstantDBExperimental
interbaseInterBaseExperimental
intersystems_cacheInterSystems CachéExperimental
mariadbMariaDB (This value has stability level RELEASE CANDIDATE)Experimental
maxdbSAP MaxDBExperimental
memcachedMemcachedExperimental
mongodbMongoDBExperimental
mssqlMicrosoft SQL Server (This value has stability level RELEASE CANDIDATE)Experimental
mysqlMySQL (This value has stability level RELEASE CANDIDATE)Experimental
neo4jNeo4jExperimental
netezzaNetezzaExperimental
opensearchOpenSearchExperimental
oracleOracle DatabaseExperimental
other_sqlSome other SQL database. Fallback only. See notes.Experimental
pervasivePervasive PSQLExperimental
pointbasePointBaseExperimental
postgresqlPostgreSQL (This value has stability level RELEASE CANDIDATE)Experimental
progressProgress DatabaseExperimental
redisRedisExperimental
redshiftAmazon RedshiftExperimental
spannerCloud SpannerExperimental
sqliteSQLiteExperimental
sybaseSybaseExperimental
teradataTeradataExperimental
trinoTrinoExperimental
verticaVerticaExperimental

error.type has the following list of well-known values. If one of them applies, then the respective value MUST be used; otherwise, a custom value MAY be used.

ValueDescriptionStability
_OTHERA fallback error value to be used when the instrumentation doesn’t define a custom value.Stable

Notes and well-known identifiers for db.system

The list above is a non-exhaustive list of well-known identifiers to be specified for db.system.

If a value defined in this list applies to the DBMS to which the request is sent, this value MUST be used. If no value defined in this list is suitable, a custom value MUST be provided. This custom value MUST be the name of the DBMS in lowercase and without a version number to stay consistent with existing identifiers.

It is encouraged to open a PR towards this specification to add missing values to the list, especially when instrumentations for those missing databases are written. This allows multiple instrumentations for the same database to be aligned and eases analyzing for backends.

The value other_sql is intended as a fallback and MUST only be used if the DBMS is known to be SQL-compliant but the concrete product is not known to the instrumentation. If the concrete DBMS is known to the instrumentation, its specific identifier MUST be used.

Back ends could, for example, use the provided identifier to determine the appropriate SQL dialect for parsing the db.query.text.

When additional attributes are added that only apply to a specific DBMS, its identifier SHOULD be used as a namespace in the attribute key as for the attributes in the sections below.

Sanitization of db.query.text

The db.query.text SHOULD be collected by default only if there is sanitization that excludes sensitive information. Sanitization SHOULD replace all literals with a placeholder value. Such literals include, but are not limited to, String, Numeric, Date and Time, Boolean, Interval, Binary, and Hexadecimal literals. The placeholder value SHOULD be ?, unless it already has a defined meaning in the given database system, in which case the instrumentation MAY choose a different placeholder.

Placeholders in a parameterized query SHOULD not be sanitized. E.g. where id = $1 can be captured as is.

IN-clauses MAY be collapsed during sanitization, e.g. from IN (?, ?, ?, ?) to IN (?), as this can help with extremely long IN-clauses, and can help control cardinality for users who choose to (optionally) add db.query.text to their metric attributes.

Semantic Conventions for specific database technologies

More specific Semantic Conventions are defined for the following database technologies:

  • AWS DynamoDB: Semantic Conventions for AWS DynamoDB.
  • Cassandra: Semantic Conventions for Cassandra.
  • Cosmos DB: Semantic Conventions for Microsoft Cosmos DB.
  • CouchDB: Semantic Conventions for CouchDB.
  • Elasticsearch: Semantic Conventions for Elasticsearch.
  • HBase: Semantic Conventions for HBase.
  • MongoDB: Semantic Conventions for MongoDB.
  • MSSQL: Semantic Conventions for MSSQL.
  • Redis: Semantic Conventions for Redis.
  • SQL: Semantic Conventions for SQL databases.