docs: more spelling fixes

.pre-commit-config.yaml

@@ -29,6 +29,12 @@ repos:
     hooks:
       - id: nbstripout
         exclude: .+/rendered/.+
+  - repo: https://github.com/codespell-project/codespell
+    rev: v2.2.4
+    hooks:
+      - id: codespell
+        additional_dependencies:
+          - tomli
   - repo: local
     hooks:
       - id: ruff

CODE_OF_CONDUCT.md

@@ -46,5 +46,5 @@ members of the project's leadership.
 
 ## Attribution
 
-Parts of this CoC are adapated from the [Dask code of
+Parts of this CoC are adapted from the [Dask code of
 conduct](https://github.com/dask/governance/blob/main/code-of-conduct.md).

ci/udf/CMakeLists.txt

@@ -42,6 +42,6 @@ endfunction(COMPILE_TO_IR)
 add_library(udfsample SHARED udf-sample.cc)
 add_library(udasample SHARED uda-sample.cc)
 
-# Custom targest to cross compile UDA/UDF to ir
+# Custom targets to cross compile UDA/UDF to ir
 COMPILE_TO_IR(udf-sample.cc)
 COMPILE_TO_IR(uda-sample.cc)

ci/udf/lib/udf.h

@@ -168,7 +168,7 @@ class FunctionContext {
   void Free(int64_t byte_size);
 
   /// Methods for maintaining state across UDF/UDA function calls. SetFunctionState() can
-  /// be used to store a pointer that can then be retreived via GetFunctionState(). If
+  /// be used to store a pointer that can then be retrieved via GetFunctionState(). If
   /// GetFunctionState() is called when no pointer is set, it will return
   /// NULL. SetFunctionState() does not take ownership of 'ptr'; it is up to the UDF/UDA
   /// to clean up any function state if necessary.
@@ -599,7 +599,7 @@ struct StringVal : public AnyVal {
 
 struct DecimalVal : public impala_udf::AnyVal {
   /// Decimal data is stored as an unscaled integer value. For example, the decimal 1.00
-  /// (precison 3, scale 2) is stored as 100. The byte size necessary to store the decimal
+  /// (precision 3, scale 2) is stored as 100. The byte size necessary to store the decimal
   /// depends on the precision, which determines which field of the union should be used to
   /// store and manipulate the unscaled value.
   //

ci/udf/udf-sample.cc

@@ -120,7 +120,7 @@ void ReturnConstantArgPrepare(
   }
 }
 
-// Retreives and returns the shared state set in the prepare function
+// Retrieves and returns the shared state set in the prepare function
 IntVal ReturnConstantArg(FunctionContext* context, const IntVal& const_val) {
   IntVal* state = reinterpret_cast<IntVal*>(
       context->GetFunctionState(FunctionContext::THREAD_LOCAL));
@@ -131,7 +131,7 @@ IntVal ReturnConstantArg(FunctionContext* context, const IntVal& const_val) {
 void ReturnConstantArgClose(
     FunctionContext* context, FunctionContext::FunctionStateScope scope) {
   if (scope == FunctionContext::THREAD_LOCAL) {
-    // Retreive and deallocate the shared state
+    // Retrieve and deallocate the shared state
     void* state = context->GetFunctionState(scope);
     context->Free(reinterpret_cast<uint8_t*>(state));
     context->SetFunctionState(scope, NULL);

docs/backends/Impala.md

@@ -262,7 +262,7 @@ below).
 ### Creating an empty table
 
 To create an empty table, you must declare an Ibis schema that will be
-translated to the appopriate Impala schema and data types.
+translated to the appropriate Impala schema and data types.
 
 As Ibis types are simplified compared with Impala types, this may expand
 in the future to include a more fine-grained schema declaration.
@@ -1338,7 +1338,7 @@ connection semantics are similar to the other access methods for working with
 secure clusters.
 
 Specifically, after authenticating yourself against Kerberos (e.g., by issuing
-the appropriate `kinit` commmand), simply pass `auth_mechanism='GSSAPI'` or
+the appropriate `kinit` command), simply pass `auth_mechanism='GSSAPI'` or
 `auth_mechanism='LDAP'` (and set `kerberos_service_name` if necessary along
 with `user` and `password` if necessary) to the
 `ibis.impala_connect(...)` method when instantiating an `ImpalaConnection`.
@@ -1355,7 +1355,7 @@ when connecting to a Kerberized cluster. Because some Ibis commands create HDFS
 directories as well as new Impala databases and/or tables, your user will
 require the necessary privileges.
 
-## Default Configuation Values for CDH Components
+## Default Configuration Values for CDH Components
 
 Cloudera CDH ships with HDFS, Impala, Hive and many other components.
 Sometimes it's not obvious what default configuration values these tools are

docs/blog/ffill-and-bfill-using-ibis.md

@@ -5,7 +5,7 @@
 Suppose you have a table of data mapping events and dates to values, and that this data contains gaps in values.
 
 Suppose you want to forward fill these gaps such that, one-by-one,
-if a value is null, it is replaced by the non-null value preceeding.
+if a value is null, it is replaced by the non-null value preceding.
 
 For example, you might be measuring the total value of an account over time.
 Saving the same value until that value changes is an inefficient use of space,

docs/blog/ibis_substrait_to_duckdb.md

@@ -7,7 +7,7 @@ of different analytical execution engines, most of which (but not all) speak
 some dialect of SQL.
 
 Today, Ibis accomplishes this with a lot of help from `sqlalchemy` and `sqlglot`
-to handle differences in dialect, or we interact directly with avalable Python
+to handle differences in dialect, or we interact directly with available Python
 bindings (for instance with the `pandas`, `datafusion`, and `polars` backends).
 
 Ibis goes to <span class="underline">great</span> lengths to generate sane and consistent SQL for those

docs/how_to/ffill_bfill_w_window.md

@@ -1,7 +1,7 @@
 # How to `ffill` and `bfill` using Window Functions
 
 If you have gaps in your data and need to fill them in using a simple forward fill
-(given an order, null values are replaced by the value preceeding) or backward fill
+(given an order, null values are replaced by the value preceding) or backward fill
 (given an order, null values are replaced by the value following), then you can do this in Ibis:
 
 === "`ffill`"

docs/release_notes.md

@@ -177,7 +177,7 @@ Release Notes
 * **common:** support `Callable` arguments and return types in `Validator.from_annotable()` ([ae57c36](https://github.com/ibis-project/ibis/commit/ae57c367da307880a2d067ffb1081fecd42a83bb))
 * **common:** support positional only and keyword only arguments in annotations ([340dca1](https://github.com/ibis-project/ibis/commit/340dca1dd046d1ae1c8e42b92016296137021e59))
 * **dask/pandas:** raise OperationNotDefinedError exc for not defined operations ([2833685](https://github.com/ibis-project/ibis/commit/2833685dff46239d09986d689498b59804e04d59))
-* **datafusion:** implement ops.Degress, ops.Radians ([7e61391](https://github.com/ibis-project/ibis/commit/7e61391819f17ce87f1f63123fd8862a18eb3098))
+* **datafusion:** implement ops.Degrees, ops.Radians ([7e61391](https://github.com/ibis-project/ibis/commit/7e61391819f17ce87f1f63123fd8862a18eb3098))
 * **datafusion:** implement ops.Exp ([7cb3ade](https://github.com/ibis-project/ibis/commit/7cb3adef86a781ae422c8774a2da7a96313b22ea))
 * **datafusion:** implement ops.Pi, ops.E ([5a74cb4](https://github.com/ibis-project/ibis/commit/5a74cb4e409593ded3572df6383fd273c17d44f3))
 * **datafusion:** implement ops.RandomScalar ([5d1cd0f](https://github.com/ibis-project/ibis/commit/5d1cd0f0658f9f2efcb46949febb2d59028bb18d))
@@ -210,7 +210,7 @@ Release Notes
 * **examples:** add wowah_data data to examples ([bf9a7cc](https://github.com/ibis-project/ibis/commit/bf9a7cc390991e29cc0552197b4b5f9a4973ee1a))
 * **examples:** enable progressbar and faster hashing ([4adfe29](https://github.com/ibis-project/ibis/commit/4adfe292307d042175b4221a33ebbfc3d53029e8))
 * **impala:** implement ops.Clip ([279fd78](https://github.com/ibis-project/ibis/commit/279fd78e9eed00492f9c07037b148edada2e918c))
-* **impala:** implement ops.Radians, ops.Degress ([a794ace](https://github.com/ibis-project/ibis/commit/a794ace76daa781afec83db816d45a317d27e16b))
+* **impala:** implement ops.Radians, ops.Degrees ([a794ace](https://github.com/ibis-project/ibis/commit/a794ace76daa781afec83db816d45a317d27e16b))
 * **impala:** implement ops.RandomScalar ([874f2ff](https://github.com/ibis-project/ibis/commit/874f2ffaed9ab200268b88c27b3d798cd430eaf1))
 * **io:** add to_parquet, to_csv to backends ([fecca42](https://github.com/ibis-project/ibis/commit/fecca421ad405465c4c001afa4e2976c07164530))
 * **ir:** add `ArrayFilter` operation ([e719d60](https://github.com/ibis-project/ibis/commit/e719d601cbd9cc86d181f28a3658146985c052dc))
@@ -339,7 +339,7 @@ Release Notes
 * **sqlalchemy:** use `sa.true` instead of Python literal ([8423eba](https://github.com/ibis-project/ibis/commit/8423eba4a46d13cbe00968a12fe3815ce28ecf8c))
 * **sqlalchemy:** use indexed group by key references everywhere possible ([9f1ddd8](https://github.com/ibis-project/ibis/commit/9f1ddd8328a9c10155ff934b0fa157d58b63e4fe))
 * **sql:** ensure that set operations generate valid sql in the presence of additional constructs such as sort keys ([3e2c364](https://github.com/ibis-project/ibis/commit/3e2c3648aba41b74eec54a31d14cc72e5bef3e31))
-* **sqlite:** explicite disallow array in literal ([de73b37](https://github.com/ibis-project/ibis/commit/de73b37aeeab868fde3612cb993d16725cf3d19a))
+* **sqlite:** explicitly disallow array in literal ([de73b37](https://github.com/ibis-project/ibis/commit/de73b37aeeab868fde3612cb993d16725cf3d19a))
 * **sqlite:** fix random scalar range ([26d0dde](https://github.com/ibis-project/ibis/commit/26d0ddeaeca096919de966cbf2b7907a54331051))
 * support negative string indices ([f84a54d](https://github.com/ibis-project/ibis/commit/f84a54da3629da0b602ecf081db6a0ba07aa6192))
 * **trino:** workaround broken dialect ([b502faf](https://github.com/ibis-project/ibis/commit/b502faf19bd0cf3b3b9b00e813f8f6a20d19a4ee))
@@ -371,7 +371,7 @@ Release Notes
 * **datatype:** clean up parsing rules ([c15fb5f](https://github.com/ibis-project/ibis/commit/c15fb5fc27c13cb679199bd1ed2aeca6ed8c697f))
 * **datatype:** remove `Category` type and related APIs ([bb0ee78](https://github.com/ibis-project/ibis/commit/bb0ee786271dc21cb18a8561f523b4cee2549ce0))
 * **datatype:** remove `StructType.pairs` property in favor of identical `fields` attribute ([6668122](https://github.com/ibis-project/ibis/commit/66681223a10ad421cfaa5b000dd2dffbf114ba42))
-* **datatypes:** move sqlalchemy datatypes to specfic backend ([d7b49eb](https://github.com/ibis-project/ibis/commit/d7b49eb2fcce396a40707c9ef4838fba44a4a477))
+* **datatypes:** move sqlalchemy datatypes to specific backend ([d7b49eb](https://github.com/ibis-project/ibis/commit/d7b49eb2fcce396a40707c9ef4838fba44a4a477))
 * **datatypes:** remove `String` parent type from `JSON` type ([34f3898](https://github.com/ibis-project/ibis/commit/34f3898253c35ad81876cd222888cd3c3c8e1b0a))
 * **datatype:** use a dictionary to store `StructType` fields rather than `names` and `types` tuples ([84455ac](https://github.com/ibis-project/ibis/commit/84455ac1c0c0ca6941f871a5d49b39864975febc))
 * **datatype:** use lazy dispatch when inferring pandas Timedelta objects ([e5280ea](https://github.com/ibis-project/ibis/commit/e5280ea14b100afb8ba04d7dcb449a6fc4ccf0ab))
@@ -574,7 +574,7 @@ Release Notes
 
 ### Refactors
 
-* **bigquery:** explicite disallow INT64 in JS UDF ([fb33bf9](https://github.com/ibis-project/ibis/commit/fb33bf9b1d33f3f38010f983552330f084152b8b))
+* **bigquery:** explicitly disallow INT64 in JS UDF ([fb33bf9](https://github.com/ibis-project/ibis/commit/fb33bf9b1d33f3f38010f983552330f084152b8b))
 * **datatype:** add custom sqlalchemy nested types for backend differentiation ([dec70f5](https://github.com/ibis-project/ibis/commit/dec70f53ebe45103f1392be5a5c738f163700c69))
 * **datatype:** introduce to_sqla_type dispatching on dialect ([a8bbc00](https://github.com/ibis-project/ibis/commit/a8bbc0011f4c4a7519adaf841ff8cd5bf8de7a80))
 * **datatypes:** remove Geography and Geometry types in favor of GeoSpatial ([d44978c](https://github.com/ibis-project/ibis/commit/d44978ca53d4261871173f277289e2e479073fcf))
@@ -641,7 +641,7 @@ Release Notes
 * **ir:** Removed `Node.output_type` property in favor of abstractmethod `Node.to_expr()` which now must be explicitly implemented
 * **ir:** `Expr(Op(Expr(Op(Expr(Op)))))` is now represented as `Expr(Op(Op(Op)))`, so code using ibis internals must be migrated
 * **pandas:** Use timezone conversion functions to compute the original machine localized value
-* **common:** use `ibis.common.validators.{Patameter, Signature}` instead
+* **common:** use `ibis.common.validators.{Parameter, Signature}` instead
 * **ir:** `ibis.expr.lineage.lineage()` is now removed
 * **ir:** removed `ir.DestructValue`, `ir.DestructScalar` and `ir.DestructColumn`, use `table.unpack()` instead
 * **ir:** removed `Node.root_tables()` method, use `ibis.expr.analysis.find_immediate_parent_tables()` instead
@@ -765,7 +765,7 @@ Release Notes
 * support Table.fillna for SQL backends ([26d4cac](https://github.com/ibis-project/ibis/commit/26d4cacf93f41b66f1407e313e86ec9f0a48aa29))
 * **trino:** add `bit_xor` aggregation ([830acf4](https://github.com/ibis-project/ibis/commit/830acf4d896a5d3bfedd2549aada3aa2f274e59b))
 * **trino:** add `EXTRACT`-based functionality ([6549657](https://github.com/ibis-project/ibis/commit/654965705d437ec7f90c0658d3f436a355414b71))
-* **trino:** add milisecond scale to *_trunc function ([3065248](https://github.com/ibis-project/ibis/commit/3065248be55a8d691d6e552ce0eb3c9634232c95))
+* **trino:** add millisecond scale to *_trunc function ([3065248](https://github.com/ibis-project/ibis/commit/3065248be55a8d691d6e552ce0eb3c9634232c95))
 * **trino:** add some basic aggregation ops ([7ecf7ab](https://github.com/ibis-project/ibis/commit/7ecf7ab939b2f85615a7694240ba98782d678e5f))
 * **trino:** extract milliseconds ([09517a5](https://github.com/ibis-project/ibis/commit/09517a5b8b21cfbad6b65c8a0f5c798a36ff212c))
 * **trino:** implement `approx_median` ([1cba8bd](https://github.com/ibis-project/ibis/commit/1cba8bd9f43fc5756a32341c6bcf18f45a1c8b1d))
@@ -1355,7 +1355,7 @@ Release Notes
 * **repr:** when formatting DestructValue selections, use struct field names as column names ([d01fe42](https://github.com/ibis-project/ibis/commit/d01fe42b4b8055b29cca8dc5048477616405c176))
 * **sqlalchemy:** fix parsing and construction of nested array types ([e20bcc0](https://github.com/ibis-project/ibis/commit/e20bcc0941ac90a38b1263018f32ba8af5e5c267))
 * **sqlalchemy:** remove unused second argument when creating temporary views ([8766b40](https://github.com/ibis-project/ibis/commit/8766b40ec8a5a853402bf7ab51629b6fb0ab252e))
-* **sqlite:** register coversion to isoformat for `pandas.Timestamp` ([fe95dca](https://github.com/ibis-project/ibis/commit/fe95dca312511b1c43b915d640434c5e3104d79c))
+* **sqlite:** register conversion to isoformat for `pandas.Timestamp` ([fe95dca](https://github.com/ibis-project/ibis/commit/fe95dca312511b1c43b915d640434c5e3104d79c))
 * **sqlite:** test case with whitespace at the end of the line ([7623ae9](https://github.com/ibis-project/ibis/commit/7623ae9597e8b82fe12ca3b5ccac5e6e8540c6fb))
 * **sql:** use isoformat for timestamp literals ([70d0ba6](https://github.com/ibis-project/ibis/commit/70d0ba625fe6008ee34e233c40f6b489a751bfa5))
 * **type-system:** infer null datatype for empty sequence of expressions ([f67d5f9](https://github.com/ibis-project/ibis/commit/f67d5f911fe8e1791584c051cd0bd8a007f5b8f7))
@@ -1504,7 +1504,7 @@ behavior from UUID datatypes will need to add an explicit cast first.
 * **expr:** fix formatting of table info using tabulate ([b110636](https://github.com/ibis-project/ibis/commit/b110636f09b11df108cf91ac8d20fd8db7ee28d3))
 * fix float vs real data type detection in sqlalchemy ([24e6774](https://github.com/ibis-project/ibis/commit/24e677480f830caf367283c6815c6f759ac33d7a))
 * fix list_schemas argument ([69c1abf](https://github.com/ibis-project/ibis/commit/69c1abf21fff25d877a71c791f78b0e3ece552f0))
-* fix postgres udfs and reenable ci tests ([7d480d2](https://github.com/ibis-project/ibis/commit/7d480d225d713274f8068af07cb7fcffac438691))
+* fix postgres udfs and re-enable ci tests ([7d480d2](https://github.com/ibis-project/ibis/commit/7d480d225d713274f8068af07cb7fcffac438691))
 * fix tablecolumn execution for filter following join ([064595b](https://github.com/ibis-project/ibis/commit/064595b9c2a85f6532b93b7b8b5343fabe2dbe29))
 * **format:** remove some newlines from formatted expr repr ([ed4fa78](https://github.com/ibis-project/ibis/commit/ed4fa78a484f1b6a08531fa406558c471dd5762f))
 * **histogram:** cross_join needs onclause=True ([5d36a58](https://github.com/ibis-project/ibis/commit/5d36a58d2df83b045487e9701e309978c3dd777d)), closes [#622](https://github.com/ibis-project/ibis/issues/622)
@@ -1526,7 +1526,7 @@ behavior from UUID datatypes will need to add an explicit cast first.
 * remove passing schema into register_parquet ([bdcbb08](https://github.com/ibis-project/ibis/commit/bdcbb083a112d3cc81bb98ee63a26674b5397563))
 * **repr:** add ops.TimeAdd to repr binop lookup table ([fd94275](https://github.com/ibis-project/ibis/commit/fd94275e945137be3b95b4aa4c0b1cdb16b7a41d))
 * **repr:** allow ops.TableNode in fmt_value ([6f57003](https://github.com/ibis-project/ibis/commit/6f57003620d21e07d31ca5d2013302ba2899fdb0))
-* reverse the predicate pushdown subsitution ([f3cd358](https://github.com/ibis-project/ibis/commit/f3cd3581b078a7f297f303866aeb30c8f826b19d))
+* reverse the predicate pushdown substitution ([f3cd358](https://github.com/ibis-project/ibis/commit/f3cd3581b078a7f297f303866aeb30c8f826b19d))
 * sort_index to satisfy pandas 1.4.x ([6bac0fc](https://github.com/ibis-project/ibis/commit/6bac0fc2bec2434f5d2eb8b1c2b0328a0e5a80a3))
 * **sqlalchemy:** ensure correlated subqueries FROM clauses are rendered ([3175321](https://github.com/ibis-project/ibis/commit/3175321844897ad4fa88547c9474724736685209))
 * **sqlalchemy:** use corresponding_column to prevent spurious cross joins ([fdada21](https://github.com/ibis-project/ibis/commit/fdada217afbf0e8b07d421fd2da0092a20c578c7))
@@ -2068,7 +2068,7 @@ this release.
     ([#1498](https://github.com/ibis-project/ibis/issues/1498))
 -   Add `mean` and `sum` for `boolean` types in BigQuery
     ([#1516](https://github.com/ibis-project/ibis/issues/1516))
--   All recent versions of SQLAlchemy are now suppported
+-   All recent versions of SQLAlchemy are now supported
     ([#1384](https://github.com/ibis-project/ibis/issues/1384))
 -   Add support for `NUMERIC` types in the BigQuery backend
     ([#1534](https://github.com/ibis-project/ibis/issues/1534))
@@ -2178,7 +2178,7 @@ that all users upgrade from earlier versions of Ibis.
     call with no operation ([#1378](https://github.com/ibis-project/ibis/issues/1378))
 -   Fix parameterized subqueries ([#1300](https://github.com/ibis-project/ibis/issues/1300), [#1331](https://github.com/ibis-project/ibis/issues/1331),
     [#1303](https://github.com/ibis-project/ibis/issues/1303), [#1378](https://github.com/ibis-project/ibis/issues/1378))
--   Fix subquery extraction, which wasn\'t happening in topological
+-   Fix subquery extraction, which wasn't happening in topological
     order ([#1342](https://github.com/ibis-project/ibis/issues/1342))
 -   Fix parenthesization if `isnull` ([#1307](https://github.com/ibis-project/ibis/issues/1307))
 -   Calling drop after mutate did not work ([#1296](https://github.com/ibis-project/ibis/issues/1296), [#1299](https://github.com/ibis-project/ibis/issues/1299))

ibis/backends/base/sql/alchemy/__init__.py

@@ -770,10 +770,10 @@ def create_view(
         database: str | None = None,
         overwrite: bool = False,
     ) -> ir.Table:
-        import sqlalchemy_views as sav
+        from sqlalchemy_views import CreateView
 
         source = self.compile(obj)
-        view = sav.CreateView(
+        view = CreateView(
             sa.Table(
                 name,
                 sa.MetaData(),
@@ -790,9 +790,9 @@ def create_view(
     def drop_view(
         self, name: str, *, database: str | None = None, force: bool = False
     ) -> None:
-        import sqlalchemy_views as sav
+        from sqlalchemy_views import DropView
 
-        view = sav.DropView(
+        view = DropView(
             sa.Table(
                 name,
                 sa.MetaData(),