mirror of
https://github.com/lancedb/lancedb.git
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Jack Ye
fe651ae003
The function catalogue is now real rather than a pointer. Scalar functions are listed by taxonomy -- math, string, unicode, regex, date/time, array, map, struct, crypto, type -- and the names come from what datafusion-functions 54 actually registers, not from what DataFusion documents on main. Aggregate and window pages gain the same treatment. Two things the audit corrected rather than copied. SHOW TABLES does not work. DataFusion implements it over information_schema, which this session does not enable, so it fails at plan time. It was documented as working here, on the SHOW page and in three Manage tables; all four are fixed, and the SQL overview now lists the absence alongside SHOW COLUMNS. Prepared statements are a Flight SQL protocol feature, not a PREPARE statement. A script carrying PREPARE ... AS SELECT will not run, while the same intent expressed through a client will. The new page says so rather than copying DataFusion's syntax. Every section of the Documentation tab that has a SQL counterpart now links to it -- 27 of 76 non-SQL pages, each pointing at the specific statement rather than at the reference index.
90 lines
3.6 KiB
Plaintext
90 lines
3.6 KiB
Plaintext
---
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title: "SQL reference"
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sidebarTitle: "Overview"
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description: "The SQL surface: dialect, where a query runs, and a page per construct."
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icon: table-list
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keywords: ["sql", "datafusion", "flight sql", "reference", "dialect"]
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---
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<Badge color="red">Enterprise</Badge> SQL runs on a deployment. A local database
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has no engine to plan a statement, so `execute_query` raises there -- see
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[SDKs and SQL](/basics/apis).
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This is a reference rather than a guide: one page per construct, syntax first.
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The guides elsewhere in these docs show the same operations from the SDKs.
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## The dialect {#dialect}
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LanceDB executes SQL with [Apache DataFusion](https://datafusion.apache.org),
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currently **version 54**. The grammar, built-in functions and type system are
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DataFusion's, so anything its reference documents for that version works here
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unchanged and is not reproduced.
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What these pages add is the part that is LanceDB's: how a query reaches the
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engine, how Lance columns appear to it, and the statements a lakehouse needs
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that DataFusion has no concept of.
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## Where a query runs {#execution}
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Queries execute on the server and results come back as Arrow record batches --
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nothing is converted to pandas or Python objects unless you ask. `execute_query`
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hands back a reader as soon as the first batch is ready rather than when the
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query finishes, so a large result set does not have to fit in memory before you
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start reading it. See [Query and job](/basics/jobs#queries).
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Served over an [Arrow Flight SQL](https://arrow.apache.org/docs/format/FlightSql.html)
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endpoint, so any Flight SQL client reaches it.
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## Reference {#reference}
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**Reading data**
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| [Data types](/sql/data-types) | how Lance columns appear to SQL, and pseudo-columns |
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| [SELECT](/sql/select) | projection, filtering, ordering, set operations, CTEs |
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| [Subqueries](/sql/subqueries) | scalar, `IN`, `EXISTS`, correlated, derived tables |
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| [Joins](/sql/join) | inner, outer, cross, and namespace-qualified paths |
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| [Aggregation](/sql/aggregation) | `GROUP BY`, `HAVING`, the aggregate set |
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| [Window functions](/sql/window) | `OVER`, framing, ranking and offset functions |
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| [Sampling](/sql/sampling) | `TABLESAMPLE`, by rows or by fragments |
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**Changing things**
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| --- | --- |
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| [DDL](/sql/ddl) | tables, views, indexes, functions, columns, WAL |
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| [DML](/sql/dml) | `INSERT`, `UPDATE`, `DELETE`, `COPY` |
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| [REFRESH](/sql/refresh) | filling computed columns and materialized views |
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**Introspection**
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| --- | --- |
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| [SHOW](/sql/show) | jobs, functions, materialized views, errors |
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| [EXPLAIN](/sql/explain) | plans, and measuring them |
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**Expressions**
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| --- | --- |
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| [Operators](/sql/operators) | comparison, logical, arithmetic, literals, precedence |
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| [Functions](/sql/functions) | where to find each kind, and table functions |
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| [Scalar functions](/sql/scalar-functions) | the per-row catalogue, and what Lance accelerates |
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| [Prepared statements](/sql/prepared-statements) | planning once, executing many times |
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## What SQL cannot do {#cannot}
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| --- | --- |
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| Vector search | no SQL form -- a query-builder operation |
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| Merge insert | no SQL form -- needs a source relation and a per-match policy |
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| `information_schema` | not enabled, so `SHOW TABLES` and `SHOW COLUMNS` fail |
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| `PREPARE` / `EXECUTE` | preparation is a [protocol feature](/sql/prepared-statements), not a statement |
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| Run on a local database | no engine to plan the statement |
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Full-text search **is** available, as the [`fts()`](/sql/functions#fts) table
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function and the [`contains_tokens`](/sql/scalar-functions#contains-tokens) predicate.
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See [Limits](/basics/limits#sql) for the bounds these pages enforce.
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