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Postgres JSON_QUERY() Function

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Extract and Transform JSON Values with SQL/JSON Path Expressions

The JSON_QUERY() function in PostgreSQL 17 provides a powerful way to extract and transform JSON values using SQL/JSON path expressions. This function offers fine-grained control over how JSON values are extracted and formatted in the results.

Use JSON_QUERY() when you need to:

  • Extract specific values from complex JSON structures
  • Handle multiple values in results
  • Control JSON string formatting
  • Handle empty results and errors gracefully

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Function signature

The JSON_QUERY() function uses the following syntax:

JSON_QUERY(
    context_item,                    -- Input JSON/JSONB data
    path_expression                  -- SQL/JSON path expression
    [ PASSING { value AS varname } [, ...] ]
    [ RETURNING data_type [ FORMAT JSON [ ENCODING UTF8 ] ] ]
    [ { WITHOUT | WITH { CONDITIONAL | [UNCONDITIONAL] } } [ ARRAY ] WRAPPER ]
    [ { KEEP | OMIT } QUOTES [ ON SCALAR STRING ] ]
    [ { ERROR | NULL | EMPTY { [ ARRAY ] | OBJECT } | DEFAULT expression } ON EMPTY ]
    [ { ERROR | NULL | EMPTY { [ ARRAY ] | OBJECT } | DEFAULT expression } ON ERROR ]
) → jsonb

Understanding Wrappers and Quotes

Wrapper Behavior

By default, JSON_QUERY() does not wrap results (equivalent to WITHOUT WRAPPER). There are three wrapper modes:

  1. WITHOUT WRAPPER (default):
    • Returns unwrapped values
    • Throws an error if multiple values are returned
  2. WITH UNCONDITIONAL WRAPPER (same as WITH WRAPPER):
    • Always wraps results in an array
    • Even single values are wrapped
  3. WITH CONDITIONAL WRAPPER:
    • Only wraps results when multiple values are present
    • Single values remain unwrapped

Quote Behavior

For scalar string results:

  • By default, values are surrounded by quotes (making them valid JSON)
  • KEEP QUOTES: Explicitly keeps quotes (same as default)
  • OMIT QUOTES: Removes quotes from the result
  • Cannot use OMIT QUOTES with any WITH WRAPPER option

Example usage

Let's explore these behaviors using a sample dataset:

CREATE TABLE users (
    id SERIAL PRIMARY KEY,
    data JSONB
);

INSERT INTO users (data) VALUES
('{
    "profile": {
        "name": "John Doe",
        "contacts": {
            "email": ["john@example.com", "john.doe@work.com"],
            "phone": "+1-555-0123"
        }
    }
}');

Working with single values

-- Default behavior (unwrapped, quoted)
SELECT JSON_QUERY(
    data,
    '$.profile.contacts.email[0]'
) FROM users;
# |        json_query
------------------------
1 | "john@example.com"
-- With unconditional wrapper
SELECT JSON_QUERY(
    data,
    '$.profile.contacts.email[0]'
    WITH WRAPPER
) FROM users;
# |        json_query
------------------------
1 | ["john@example.com"]

Working with multiple values

-- Must use wrapper for multiple values
SELECT JSON_QUERY(
    data,
    '$.profile.contacts.email[*]'
    WITH WRAPPER
) FROM users;
# |                        json_query
-----------------------------------------------------
1 | ["john@example.com", "john.doe@work.com"]
-- This will error (multiple values without wrapper)
SELECT JSON_QUERY(
    data,
    '$.profile.contacts.email[*]'
    ERROR ON ERROR
) FROM users;
ERROR: JSON path expression in JSON_QUERY should return single item without wrapper (SQLSTATE 22034)
HINT: Use the WITH WRAPPER clause to wrap SQL/JSON items into an array.

Using conditional wrapper

-- Single value with conditional wrapper
SELECT JSON_QUERY(
    data,
    '$.profile.contacts.phone'
    WITH CONDITIONAL WRAPPER
) FROM users;
# |     json_query
-------------------
1 | "+1-555-0123"
-- Multiple values with conditional wrapper
SELECT JSON_QUERY(
    data,
    '$.profile.contacts.email[*]'
    WITH CONDITIONAL WRAPPER
) FROM users;
# |                        json_query
-----------------------------------------------------
1 | ["john@example.com", "john.doe@work.com"]

Quote handling

-- Default (quoted)
SELECT JSON_QUERY(
    data,
    '$.profile.contacts.phone'
) FROM users;
# |     json_query
-------------------
1 | "+1-555-0123"
-- Without quotes (must not use with wrapper)
SELECT JSON_QUERY(
    data,
    '$.profile.contacts.phone'
    RETURNING TEXT
    OMIT quotes
) FROM users;
# | json_query
-------------
1 | +1-555-0123

Using the PASSING clause

-- Extract array element using a variable
SELECT JSON_QUERY(
    '[1, [2, 3], null]',
    'lax $[*][$idx]'
    PASSING 1 AS idx
    WITH CONDITIONAL WRAPPER
);
# | json_query
-------------
1 | 3

Handling empty results

-- Return custom value when path doesn't match
SELECT JSON_QUERY(
    '{"a": 1}',
    '$.b'
    DEFAULT '{"status": "not_found"}' ON EMPTY
);
# |           json_query
--------------------------------
1 | {"status": "not_found"}
-- Return empty array when path doesn't match
SELECT JSON_QUERY(
    '{"a": 1}',
    '$.b[*]'
    EMPTY ARRAY ON EMPTY
);
# | json_query
-------------
1 | []

Error handling examples

-- Handle type conversion errors
SELECT JSON_QUERY(
    '{"value": "not_a_number"}',
    '$.value'
    RETURNING numeric
    NULL ON ERROR
);
# | json_query
-------------
1 |
-- Raise error on invalid path
SELECT JSON_QUERY(
    '{"a": 1}',
    'invalid_path'
    ERROR ON ERROR
);
ERROR: syntax error at end of jsonpath input (SQLSTATE 42601)

Common use cases

Data transformation

-- Transform and validate JSON data
CREATE TABLE events (
    id SERIAL PRIMARY KEY,
    event_data JSONB
);

INSERT INTO events (event_data) VALUES
('{
    "type": "user_login",
    "timestamp": "2024-12-04T10:30:00Z",
    "details": {
        "user_id": "U123",
        "device": "mobile",
        "location": {"city": "London", "country": "UK"}
    }
}');

-- Extract specific fields with custom formatting
SELECT
    JSON_QUERY(event_data, '$.type' RETURNING TEXT OMIT QUOTES) as event_type,
    JSON_QUERY(event_data, '$.details.location' WITH WRAPPER) as location
FROM events;
# | event_type | location
-------------------------------------
1 | user_login | [{"city": "London", "country": "UK"}]

Performance considerations

  1. Use appropriate options:

    • Use RETURNING TEXT with OMIT QUOTES when JSON formatting is not required
    • Choose CONDITIONAL WRAPPER over UNCONDITIONAL when possible
    • Consider using DEFAULT expressions for better error recovery
  2. Optimization tips:

    • Create indexes on frequently queried JSON paths
    • Use specific path expressions instead of wildcards when possible

Learn more

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