--- title: "list_has_all" slug: "dev-database-reference-sql-functions-lists-list-has-all" updated: 2026-10-30T18:19:06Z published: 2026-10-30T18:19:06Z canonical: "docs.vastdata.com/dev-database-reference-sql-functions-lists-list-has-all" --- > ## Documentation Index > Fetch the complete documentation index at: https://docs.vastdata.com/llms.txt > Use this file to discover all available pages before exploring further. # list_has_all *Applies to VAST Cluster 5.5.* *[Functions](/develop/docs/dev-database-reference-sql-functions-index) › [List, struct and map functions](/develop/docs/dev-database-reference-sql-functions-lists-and-structs) › Search a list.* Returns true if every element of the second list is also in the first list. `array_has_all` and the operator `l1 @> l2` are the same; `l2 <@ l1` asks the same question with the lists the other way round. ## Syntax ``` list_has_all(list, sublist) array_has_all(list, sublist) list @> sublist sublist <@ list ``` | Argument | Type | Description | | --- | --- | --- | | `list` | a list of any element type | The list to search. | | `sublist` | a list of a compatible element type | The elements that must all be in `list`. | **Returns:** `BOOLEAN`. **Aliases:** `array_has_all`, `@>`; `<@` with the arguments swapped. ## Set up the examples The examples connect with the ADBC driver, as in [VAST Query Engine (ADBC)](/develop/docs/dev-database-integrations-adbc), and work in a schema called `docs_sql_fn_lists_list_has_all`. Set `QE_ENDPOINT`, `AWS_ACCESS_KEY_ID`, `AWS_SECRET_ACCESS_KEY` and `VASTDB_BUCKET` ([SQL reference](/develop/docs/dev-database-reference-sql-index#example-connect-and-use-a-transaction)), and run the blocks in order in one Python session. Below each block is the output you should see. This block connects, defines the `run()` and `plan()` helpers, and creates a table of four job candidates, each with a list of skills. Candidate 2 has a NULL skill, candidate 3 has none, and the last row has no values: ``` import os import re import adbc_driver_manager import adbc_driver_manager.dbapi as dbapi import adbc_driver_vastdb BUCKET = os.environ["VASTDB_BUCKET"] SCHEMA = f'"{BUCKET}/docs_sql_fn_lists_list_has_all"' conn = dbapi.connect( driver=adbc_driver_vastdb.get_driver_path(), db_kwargs={ "vast.db.endpoint": os.environ["QE_ENDPOINT"], "vast.db.access_key": os.environ["AWS_ACCESS_KEY_ID"], "vast.db.secret_key": os.environ["AWS_SECRET_ACCESS_KEY"], }, autocommit=True, ) def server_message(e): """The server's message in a driver error, without the request ID or the echoed statement.""" text = re.sub(r"\[req=0x[0-9a-f]+\]: ", "", str(e)) found = (re.search(r'message: "(.*?)", request_id', text, re.S) or re.search(r"description: (.*)\)", text, re.S)) message = found.group(1) if found else text.strip().splitlines()[-1] message = re.sub(r"^Plan query: '.*?' failed with: ", "", message, flags=re.S) message = re.split(r"\\n|\n", message)[0].replace('\\"', '"') return message.replace(BUCKET, "") def run(sql): """Run one statement. Print the rows it returns, or the error.""" try: with conn.cursor() as cur: cur.execute(sql) rows = cur.fetchall() if cur.description else [] except (adbc_driver_manager.Error, OSError) as e: print(f"{type(e).__name__}: {server_message(e)}") else: print(rows) def plan(sql): """Print the plan without its ~N Rows lines: the table's row count, which can still be 0 just after an insert.""" with conn.cursor() as cur: cur.execute("EXPLAIN " + sql) steps = cur.fetchall()[0][1] print("\n".join(line for line in steps.splitlines() if "Rows" not in line)) TABLE = f"{SCHEMA}.candidates" run(f"CREATE SCHEMA IF NOT EXISTS {SCHEMA}") run(f"CREATE TABLE IF NOT EXISTS {TABLE} (id BIGINT, skills VARCHAR[])") run(f"INSERT INTO {TABLE} VALUES " "(1, ['sql', 'python', 'go']), " "(2, ['sql', NULL]), " "(3, []), " "(4, NULL)") ``` ``` [] [] [(4,)] ``` ## What it does `list_has_all(list, sublist)` is true when each element of `sublist` is somewhere in `list`, like a set test: - **Order and repeats don't matter.** `list_has_all([1, 2, 3], [3, 1])` and `list_has_all([1, 2], [1, 1, 1])` are true. - **An empty `sublist` is always contained,** even in an empty list: `list_has_all([], [])` is true, `list_has_all([], [1])` is false. - **Elements compare as in [list_contains](/develop/docs/dev-database-reference-sql-functions-lists-list-contains):** by value for numbers (`[1.0]` is in `[1, 2]`), case-sensitive for strings, whole elements for nested lists. - **NULL elements in `sublist` don't have to be found:** `list_has_all([1, NULL], [NULL])` is true, and so is `['sql', NULL] <@ ['sql', 'python', 'go', 'rust']` (candidate 2 in the [examples](/develop/docs/dev-database-reference-sql-functions-lists-list-has-all#examples)), although the second list has no NULL. [list_has_any](/develop/docs/dev-database-reference-sql-functions-lists-list-has-any) treats `[NULL]` differently (false). - **`@>` and `<@`** are operator forms. `list @> sublist` reads "list contains sublist"; `sublist <@ list` reads "sublist is contained in list". ## NULLs and edge cases | Input | Result | | --- | --- | | A NULL `list`: `list_has_all(NULL, [1])` | `NULL` | | A NULL `sublist`: `list_has_all([1, 2], NULL)` | `NULL` | | `list_has_all([1, NULL], [NULL])` | `true` | | `list_has_all([1, 2], [])` | `true` | | `list_has_all([], [])` | `true` | | `list_has_all([], [1])` | `false` | | `list_has_all([1, 2, 3], [3, 1])` | `true` | | `list_has_all([1, 2], [1, 1, 1])` | `true` | | `list_has_all([1, 2], [2, 4])` | `false` | | `list_has_all([1, 2], [1.0])` | `true` | | `list_has_all([[1], [2]], [[2]])` | `true` | | `[1, 2, 3] @> [3, 1]`, `[1] <@ [1, 2]`, `[] <@ [1]` | `true` | | `list_has_all([1, 2], ['a'])` (lists of different types) | Error: `'list_has_all' cannot compare lists of different types: 'INTEGER' and 'VARCHAR'` | The same cases, as the cluster returns them. They use the table and helpers from [Set up the examples](/develop/docs/dev-database-reference-sql-functions-lists-list-has-all#set-up-the-examples): ``` run("SELECT list_has_all(NULL, [1]), list_has_all([1, 2], NULL), list_has_all([1, NULL], [NULL]), " "list_has_all([1, 2], []), list_has_all([], []), list_has_all([], [1])") run("SELECT list_has_all([1, 2, 3], [3, 1]), list_has_all([1, 2], [1, 1, 1]), list_has_all([1, 2], [2, 4]), " "list_has_all([1, 2], [1.0]), list_has_all([[1], [2]], [[2]])") run("SELECT [1, 2, 3] @> [3, 1], [1] <@ [1, 2], [] <@ [1]") run("SELECT list_has_all([1, 2], ['a'])") ``` ``` [(None, None, True, True, True, False)] [(True, True, False, True, True)] [(True, True, True)] InternalError: Binder Error: 'list_has_all' cannot compare lists of different types: 'INTEGER' and 'VARCHAR' ``` ## Examples Which candidates have both `sql` and `python`, with the function and with the operator. Candidate 3 has no skills, so the answer is false; candidate 4's NULL list gives NULL: ``` run(f"SELECT id, list_has_all(skills, ['sql', 'python']), skills @> ['sql', 'python'] FROM {TABLE} ORDER BY id LIMIT 10") ``` ``` [(1, True, True), (2, False, False), (3, False, False), (4, None, None)] ``` The other way round: the candidates whose skills are all on an approved list. An empty list of skills passes, and candidate 2's NULL skill doesn't stop it from passing: ``` run(f"SELECT id FROM {TABLE} WHERE skills <@ ['sql', 'python', 'go', 'rust'] ORDER BY id LIMIT 10") ``` ``` [(1,), (2,), (3,)] ``` ## How it runs in VAST The Query Engine runs on the cluster's CNodes, and a query on a table starts with a scan in VAST DataBase (`VAST_SCAN`). The scan reads list columns whole, and every condition on a list, `list_has_all()`, `@>` and `<@` included, runs in the Query Engine: - **In the `SELECT` list,** the scan sends the list column and the Query Engine compares it for each row it returns. - **In `WHERE`,** the scan sends the list for every row, and a `FILTER` step in the Query Engine compares it and keeps the rows that match. No rows are skipped in storage. The plan of a `WHERE` with `@>` shows the `FILTER` step above the scan: ``` plan(f"SELECT id FROM {TABLE} WHERE skills @> ['sql', 'python']") ``` ``` ┌───────────────────────────┐ │ PROJECTION │ │ ──────────────────── │ │ #1 │ │ │ └─────────────┬─────────────┘ ┌─────────────┴─────────────┐ │ FILTER │ │ ──────────────────── │ │ (skills @> ['sql', 'python│ │ ']) │ │ │ └─────────────┬─────────────┘ ┌─────────────┴─────────────┐ │ VAST_SCAN │ │ ──────────────────── │ │ Function: VAST_SCAN │ │ │ │ Projections: │ │ skills │ │ id │ │ │ └───────────────────────────┘ ``` ## Make it faster - **Pair it with a pushed-down condition.** A comparison of a plain column with a constant, such as `id > 1`, is evaluated in VAST DataBase, so the rows it rules out never reach the `FILTER` step. - **Keep values you filter on often outside the list.** If most queries require one particular skill, store it in its own column when you write the rows, so that condition can be pushed down and `list_has_all` runs on fewer rows. ``` run(f"SELECT id FROM {TABLE} WHERE id > 1 AND list_has_all(skills, ['sql']) ORDER BY id LIMIT 10") ``` ``` [(2,)] ``` ## Limitations and errors - **Both arguments must be lists.** A scalar first argument fails with `No function matches the given name and argument types`, for example `'list_has_all(INTEGER_LITERAL, INTEGER[])'`; so does a scalar second argument (`'list_has_all(INTEGER[], INTEGER_LITERAL)'`). To test one value, use [list_contains](/develop/docs/dev-database-reference-sql-functions-lists-list-contains). - **The element types must be compatible.** Lists of numbers and of strings fail with `cannot compare lists of different types`; the operator forms name the operator, such as `'@>' cannot compare lists of different types`. ``` run("SELECT list_has_all([1, 2], 1)") run("SELECT [1] @> ['a']") ``` ``` InternalError: Binder Error: No function matches the given name and argument types 'list_has_all(INTEGER[], INTEGER_LITERAL)'. You might need to add explicit type casts. InternalError: Binder Error: '@>' cannot compare lists of different types: 'INTEGER' and 'VARCHAR' ``` ## Similar functions | Function | Answers | Result for `[3, 1, NULL, 3, 10]` | | --- | --- | --- | | `list_has_all(l, [3, 10])`, `l @> [3, 10]` | are all of these elements? | `true` | | `[3] <@ l` | are all elements of `[3]` in `l`? | `true` | | [list_has_any](/develop/docs/dev-database-reference-sql-functions-lists-list-has-any)`(l, [3, 99])`, `l && [3, 99]` | is any of these an element? | `true` | | [list_contains](/develop/docs/dev-database-reference-sql-functions-lists-list-contains)`(l, 3)` | is this one value an element? | `true` | ``` run("SELECT list_has_all(l, [3, 10]), l @> [3, 10], [3] <@ l, list_has_any(l, [3, 99]), l && [3, 99], " "list_contains(l, 3) FROM (SELECT [3, 1, NULL, 3, 10] AS l)") ``` ``` [(True, True, True, True, True, True)] ``` Clean up: ``` run(f"DROP TABLE IF EXISTS {TABLE}") run(f"DROP SCHEMA IF EXISTS {SCHEMA}") conn.close() ``` ``` [] [] ``` ## See also - [List, struct and map functions](/develop/docs/dev-database-reference-sql-functions-lists-and-structs): all the list functions. - [List overlap and containment](/develop/docs/dev-database-reference-sql-functions-operators-and-predicates#list-overlap-and-containment): the `&&`, `@>` and `<@` operators. - [Where filters run](/develop/docs/dev-database-reference-sql-select#where-filters-run) and [pushdowns](/develop/docs/dev-database-reference-pushdowns). - [EXPLAIN](/develop/docs/dev-database-reference-sql-explain): how to read a plan.