diff --git a/crates/ruff/resources/test/fixtures/jupyter/cell/cell_magic.json b/crates/ruff/resources/test/fixtures/jupyter/cell/cell_magic.json
new file mode 100644
index 0000000000000..ef68b202e6811
--- /dev/null
+++ b/crates/ruff/resources/test/fixtures/jupyter/cell/cell_magic.json
@@ -0,0 +1,8 @@
+{
+  "execution_count": null,
+  "cell_type": "code",
+  "id": "1",
+  "metadata": {},
+  "outputs": [],
+  "source": ["%%timeit\n", "print('hello world')"]
+}
diff --git a/crates/ruff/resources/test/fixtures/jupyter/isort.ipynb b/crates/ruff/resources/test/fixtures/jupyter/isort.ipynb
index aef5ff2e8b8aa..9572f7b25e8ad 100644
--- a/crates/ruff/resources/test/fixtures/jupyter/isort.ipynb
+++ b/crates/ruff/resources/test/fixtures/jupyter/isort.ipynb
@@ -25,6 +25,23 @@
     "def foo():\n",
     "    pass"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "16214f6f-bb32-4594-81be-79fb27c6ec92",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from pathlib import Path\n",
+    "import sys\n",
+    "\n",
+    "%matplotlib \\\n",
+    "    --inline\n",
+    "\n",
+    "import math\n",
+    "import abc"
+   ]
   }
  ],
  "metadata": {
diff --git a/crates/ruff/resources/test/fixtures/jupyter/isort_expected.ipynb b/crates/ruff/resources/test/fixtures/jupyter/isort_expected.ipynb
index 009c598e71672..5118aa36615e2 100644
--- a/crates/ruff/resources/test/fixtures/jupyter/isort_expected.ipynb
+++ b/crates/ruff/resources/test/fixtures/jupyter/isort_expected.ipynb
@@ -27,6 +27,23 @@
     "def foo():\n",
     "    pass"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "6d6c55c6-4a34-4662-914b-4ee11c9c24a5",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import sys\n",
+    "from pathlib import Path\n",
+    "\n",
+    "%matplotlib \\\n",
+    "    --inline\n",
+    "\n",
+    "import abc\n",
+    "import math"
+   ]
   }
  ],
  "metadata": {
diff --git a/crates/ruff/resources/test/fixtures/jupyter/line_magics.ipynb b/crates/ruff/resources/test/fixtures/jupyter/line_magics.ipynb
new file mode 100644
index 0000000000000..5e9b10bb7b0e1
--- /dev/null
+++ b/crates/ruff/resources/test/fixtures/jupyter/line_magics.ipynb
@@ -0,0 +1,52 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "eab4754a-d6df-4b41-8ee8-7e23aef440f9",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import math\n",
+    "\n",
+    "%matplotlib inline\n",
+    "\n",
+    "import os\n",
+    "\n",
+    "_ = math.pi"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "2b0e2986-1b87-4bb6-9b1d-c11ca1decd87",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "%%timeit\n",
+    "import sys"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python (ruff)",
+   "language": "python",
+   "name": "ruff"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.11.3"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/crates/ruff/resources/test/fixtures/jupyter/line_magics_expected.ipynb b/crates/ruff/resources/test/fixtures/jupyter/line_magics_expected.ipynb
new file mode 100644
index 0000000000000..8419f031e78f8
--- /dev/null
+++ b/crates/ruff/resources/test/fixtures/jupyter/line_magics_expected.ipynb
@@ -0,0 +1,51 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "cad32845-44f9-4a53-8b8c-a6b1bb3f3378",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import math\n",
+    "\n",
+    "%matplotlib inline\n",
+    "\n",
+    "\n",
+    "_ = math.pi"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "d7b8e967-8b4a-493b-b6f7-d5cecfb3a5c3",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "%%timeit\n",
+    "import sys"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python (ruff)",
+   "language": "python",
+   "name": "ruff"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.11.3"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/crates/ruff/src/autofix/edits.rs b/crates/ruff/src/autofix/edits.rs
index 19e2daa3f2f59..6e90771d8e10b 100644
--- a/crates/ruff/src/autofix/edits.rs
+++ b/crates/ruff/src/autofix/edits.rs
@@ -3,10 +3,12 @@
 use anyhow::{bail, Result};
 
 use ruff_diagnostics::Edit;
-use ruff_python_ast::{self as ast, Arguments, ExceptHandler, Expr, Keyword, Ranged, Stmt};
+use ruff_python_ast::{
+    self as ast, Arguments, ExceptHandler, Expr, Keyword, PySourceType, Ranged, Stmt,
+};
 use ruff_python_codegen::Stylist;
 use ruff_python_index::Indexer;
-use ruff_python_parser::{lexer, Mode};
+use ruff_python_parser::{lexer, AsMode};
 use ruff_python_trivia::{has_leading_content, is_python_whitespace, PythonWhitespace};
 use ruff_source_file::{Locator, NewlineWithTrailingNewline};
 use ruff_text_size::{TextLen, TextRange, TextSize};
@@ -88,6 +90,7 @@ pub(crate) fn remove_argument<T: Ranged>(
     arguments: &Arguments,
     parentheses: Parentheses,
     locator: &Locator,
+    source_type: PySourceType,
 ) -> Result<Edit> {
     // TODO(sbrugman): Preserve trailing comments.
     if arguments.keywords.len() + arguments.args.len() > 1 {
@@ -106,7 +109,7 @@ pub(crate) fn remove_argument<T: Ranged>(
             let mut seen_comma = false;
             for (tok, range) in lexer::lex_starts_at(
                 locator.slice(arguments.range()),
-                Mode::Module,
+                source_type.as_mode(),
                 arguments.start(),
             )
             .flatten()
@@ -135,7 +138,7 @@ pub(crate) fn remove_argument<T: Ranged>(
             // previous comma to the end of the argument.
             for (tok, range) in lexer::lex_starts_at(
                 locator.slice(arguments.range()),
-                Mode::Module,
+                source_type.as_mode(),
                 arguments.start(),
             )
             .flatten()
diff --git a/crates/ruff/src/checkers/ast/analyze/deferred_scopes.rs b/crates/ruff/src/checkers/ast/analyze/deferred_scopes.rs
index f17bd14763001..ac7e675492eb9 100644
--- a/crates/ruff/src/checkers/ast/analyze/deferred_scopes.rs
+++ b/crates/ruff/src/checkers/ast/analyze/deferred_scopes.rs
@@ -37,7 +37,7 @@ pub(crate) fn deferred_scopes(checker: &mut Checker) {
     // Identify any valid runtime imports. If a module is imported at runtime, and
     // used at runtime, then by default, we avoid flagging any other
     // imports from that model as typing-only.
-    let enforce_typing_imports = !checker.is_stub
+    let enforce_typing_imports = !checker.source_type.is_stub()
         && checker.any_enabled(&[
             Rule::RuntimeImportInTypeCheckingBlock,
             Rule::TypingOnlyFirstPartyImport,
@@ -243,7 +243,7 @@ pub(crate) fn deferred_scopes(checker: &mut Checker) {
                 pyflakes::rules::unused_annotation(checker, scope, &mut diagnostics);
             }
 
-            if !checker.is_stub {
+            if !checker.source_type.is_stub() {
                 if checker.any_enabled(&[
                     Rule::UnusedClassMethodArgument,
                     Rule::UnusedFunctionArgument,
diff --git a/crates/ruff/src/checkers/ast/analyze/definitions.rs b/crates/ruff/src/checkers/ast/analyze/definitions.rs
index 02339a232e840..c1ff6947a8dfd 100644
--- a/crates/ruff/src/checkers/ast/analyze/definitions.rs
+++ b/crates/ruff/src/checkers/ast/analyze/definitions.rs
@@ -30,7 +30,7 @@ pub(crate) fn definitions(checker: &mut Checker) {
         Rule::MissingTypeKwargs,
         Rule::MissingTypeSelf,
     ]);
-    let enforce_stubs = checker.is_stub && checker.enabled(Rule::DocstringInStub);
+    let enforce_stubs = checker.source_type.is_stub() && checker.enabled(Rule::DocstringInStub);
     let enforce_stubs_and_runtime = checker.enabled(Rule::IterMethodReturnIterable);
     let enforce_docstrings = checker.any_enabled(&[
         Rule::BlankLineAfterLastSection,
diff --git a/crates/ruff/src/checkers/ast/analyze/expression.rs b/crates/ruff/src/checkers/ast/analyze/expression.rs
index 9d5e0d5a3d133..2b462698efe44 100644
--- a/crates/ruff/src/checkers/ast/analyze/expression.rs
+++ b/crates/ruff/src/checkers/ast/analyze/expression.rs
@@ -31,7 +31,7 @@ pub(crate) fn expression(expr: &Expr, checker: &mut Checker) {
                 if let Some(operator) = typing::to_pep604_operator(value, slice, &checker.semantic)
                 {
                     if checker.enabled(Rule::FutureRewritableTypeAnnotation) {
-                        if !checker.is_stub
+                        if !checker.source_type.is_stub()
                             && checker.settings.target_version < PythonVersion::Py310
                             && checker.settings.target_version >= PythonVersion::Py37
                             && !checker.semantic.future_annotations()
@@ -44,7 +44,7 @@ pub(crate) fn expression(expr: &Expr, checker: &mut Checker) {
                         }
                     }
                     if checker.enabled(Rule::NonPEP604Annotation) {
-                        if checker.is_stub
+                        if checker.source_type.is_stub()
                             || checker.settings.target_version >= PythonVersion::Py310
                             || (checker.settings.target_version >= PythonVersion::Py37
                                 && checker.semantic.future_annotations()
@@ -59,7 +59,7 @@ pub(crate) fn expression(expr: &Expr, checker: &mut Checker) {
 
             // Ex) list[...]
             if checker.enabled(Rule::FutureRequiredTypeAnnotation) {
-                if !checker.is_stub
+                if !checker.source_type.is_stub()
                     && checker.settings.target_version < PythonVersion::Py39
                     && !checker.semantic.future_annotations()
                     && checker.semantic.in_annotation()
@@ -176,7 +176,7 @@ pub(crate) fn expression(expr: &Expr, checker: &mut Checker) {
                             typing::to_pep585_generic(expr, &checker.semantic)
                         {
                             if checker.enabled(Rule::FutureRewritableTypeAnnotation) {
-                                if !checker.is_stub
+                                if !checker.source_type.is_stub()
                                     && checker.settings.target_version < PythonVersion::Py39
                                     && checker.settings.target_version >= PythonVersion::Py37
                                     && !checker.semantic.future_annotations()
@@ -187,7 +187,7 @@ pub(crate) fn expression(expr: &Expr, checker: &mut Checker) {
                                 }
                             }
                             if checker.enabled(Rule::NonPEP585Annotation) {
-                                if checker.is_stub
+                                if checker.source_type.is_stub()
                                     || checker.settings.target_version >= PythonVersion::Py39
                                     || (checker.settings.target_version >= PythonVersion::Py37
                                         && checker.semantic.future_annotations()
@@ -272,7 +272,7 @@ pub(crate) fn expression(expr: &Expr, checker: &mut Checker) {
             ]) {
                 if let Some(replacement) = typing::to_pep585_generic(expr, &checker.semantic) {
                     if checker.enabled(Rule::FutureRewritableTypeAnnotation) {
-                        if !checker.is_stub
+                        if !checker.source_type.is_stub()
                             && checker.settings.target_version < PythonVersion::Py39
                             && checker.settings.target_version >= PythonVersion::Py37
                             && !checker.semantic.future_annotations()
@@ -285,7 +285,7 @@ pub(crate) fn expression(expr: &Expr, checker: &mut Checker) {
                         }
                     }
                     if checker.enabled(Rule::NonPEP585Annotation) {
-                        if checker.is_stub
+                        if checker.source_type.is_stub()
                             || checker.settings.target_version >= PythonVersion::Py39
                             || (checker.settings.target_version >= PythonVersion::Py37
                                 && checker.semantic.future_annotations()
@@ -1066,7 +1066,7 @@ pub(crate) fn expression(expr: &Expr, checker: &mut Checker) {
         }) => {
             // Ex) `str | None`
             if checker.enabled(Rule::FutureRequiredTypeAnnotation) {
-                if !checker.is_stub
+                if !checker.source_type.is_stub()
                     && checker.settings.target_version < PythonVersion::Py310
                     && !checker.semantic.future_annotations()
                     && checker.semantic.in_annotation()
@@ -1212,7 +1212,7 @@ pub(crate) fn expression(expr: &Expr, checker: &mut Checker) {
             kind: _,
             range: _,
         }) => {
-            if checker.is_stub && checker.enabled(Rule::NumericLiteralTooLong) {
+            if checker.source_type.is_stub() && checker.enabled(Rule::NumericLiteralTooLong) {
                 flake8_pyi::rules::numeric_literal_too_long(checker, expr);
             }
         }
@@ -1221,7 +1221,7 @@ pub(crate) fn expression(expr: &Expr, checker: &mut Checker) {
             kind: _,
             range: _,
         }) => {
-            if checker.is_stub && checker.enabled(Rule::StringOrBytesTooLong) {
+            if checker.source_type.is_stub() && checker.enabled(Rule::StringOrBytesTooLong) {
                 flake8_pyi::rules::string_or_bytes_too_long(checker, expr);
             }
         }
@@ -1249,7 +1249,7 @@ pub(crate) fn expression(expr: &Expr, checker: &mut Checker) {
             if checker.enabled(Rule::UnicodeKindPrefix) {
                 pyupgrade::rules::unicode_kind_prefix(checker, expr, kind.as_deref());
             }
-            if checker.is_stub {
+            if checker.source_type.is_stub() {
                 if checker.enabled(Rule::StringOrBytesTooLong) {
                     flake8_pyi::rules::string_or_bytes_too_long(checker, expr);
                 }
diff --git a/crates/ruff/src/checkers/ast/analyze/parameters.rs b/crates/ruff/src/checkers/ast/analyze/parameters.rs
index 9320947a4539e..fe300a8ea135f 100644
--- a/crates/ruff/src/checkers/ast/analyze/parameters.rs
+++ b/crates/ruff/src/checkers/ast/analyze/parameters.rs
@@ -15,7 +15,7 @@ pub(crate) fn parameters(parameters: &Parameters, checker: &mut Checker) {
     if checker.settings.rules.enabled(Rule::ImplicitOptional) {
         ruff::rules::implicit_optional(checker, parameters);
     }
-    if checker.is_stub {
+    if checker.source_type.is_stub() {
         if checker.enabled(Rule::TypedArgumentDefaultInStub) {
             flake8_pyi::rules::typed_argument_simple_defaults(checker, parameters);
         }
diff --git a/crates/ruff/src/checkers/ast/analyze/statement.rs b/crates/ruff/src/checkers/ast/analyze/statement.rs
index dc88a36f6edb0..cbdbff9f5ae54 100644
--- a/crates/ruff/src/checkers/ast/analyze/statement.rs
+++ b/crates/ruff/src/checkers/ast/analyze/statement.rs
@@ -133,7 +133,7 @@ pub(crate) fn statement(stmt: &Stmt, checker: &mut Checker) {
                     checker.diagnostics.push(diagnostic);
                 }
             }
-            if checker.is_stub {
+            if checker.source_type.is_stub() {
                 if checker.enabled(Rule::PassStatementStubBody) {
                     flake8_pyi::rules::pass_statement_stub_body(checker, body);
                 }
@@ -168,12 +168,14 @@ pub(crate) fn statement(stmt: &Stmt, checker: &mut Checker) {
                     type_params.as_ref(),
                 );
             }
-            if checker.is_stub {
+            if checker.source_type.is_stub() {
                 if checker.enabled(Rule::StrOrReprDefinedInStub) {
                     flake8_pyi::rules::str_or_repr_defined_in_stub(checker, stmt);
                 }
             }
-            if checker.is_stub || checker.settings.target_version >= PythonVersion::Py311 {
+            if checker.source_type.is_stub()
+                || checker.settings.target_version >= PythonVersion::Py311
+            {
                 if checker.enabled(Rule::NoReturnArgumentAnnotationInStub) {
                     flake8_pyi::rules::no_return_argument_annotation(checker, parameters);
                 }
@@ -412,7 +414,7 @@ pub(crate) fn statement(stmt: &Stmt, checker: &mut Checker) {
                     body,
                 );
             }
-            if !checker.is_stub {
+            if !checker.source_type.is_stub() {
                 if checker.enabled(Rule::DjangoModelWithoutDunderStr) {
                     flake8_django::rules::model_without_dunder_str(checker, class_def);
                 }
@@ -453,7 +455,7 @@ pub(crate) fn statement(stmt: &Stmt, checker: &mut Checker) {
                     checker.diagnostics.push(diagnostic);
                 }
             }
-            if !checker.is_stub {
+            if !checker.source_type.is_stub() {
                 if checker.any_enabled(&[
                     Rule::AbstractBaseClassWithoutAbstractMethod,
                     Rule::EmptyMethodWithoutAbstractDecorator,
@@ -467,7 +469,7 @@ pub(crate) fn statement(stmt: &Stmt, checker: &mut Checker) {
                     );
                 }
             }
-            if checker.is_stub {
+            if checker.source_type.is_stub() {
                 if checker.enabled(Rule::PassStatementStubBody) {
                     flake8_pyi::rules::pass_statement_stub_body(checker, body);
                 }
@@ -569,7 +571,7 @@ pub(crate) fn statement(stmt: &Stmt, checker: &mut Checker) {
                         alias,
                     );
                 }
-                if !checker.is_stub {
+                if !checker.source_type.is_stub() {
                     if checker.enabled(Rule::UselessImportAlias) {
                         pylint::rules::useless_import_alias(checker, alias);
                     }
@@ -744,7 +746,7 @@ pub(crate) fn statement(stmt: &Stmt, checker: &mut Checker) {
                     checker.diagnostics.push(diagnostic);
                 }
             }
-            if checker.is_stub {
+            if checker.source_type.is_stub() {
                 if checker.enabled(Rule::FutureAnnotationsInStub) {
                     flake8_pyi::rules::from_future_import(checker, import_from);
                 }
@@ -889,7 +891,7 @@ pub(crate) fn statement(stmt: &Stmt, checker: &mut Checker) {
                             checker.diagnostics.push(diagnostic);
                         }
                     }
-                    if !checker.is_stub {
+                    if !checker.source_type.is_stub() {
                         if checker.enabled(Rule::UselessImportAlias) {
                             pylint::rules::useless_import_alias(checker, alias);
                         }
@@ -1013,7 +1015,7 @@ pub(crate) fn statement(stmt: &Stmt, checker: &mut Checker) {
                     checker.diagnostics.push(diagnostic);
                 }
             }
-            if checker.is_stub {
+            if checker.source_type.is_stub() {
                 if checker.any_enabled(&[
                     Rule::UnrecognizedVersionInfoCheck,
                     Rule::PatchVersionComparison,
@@ -1325,7 +1327,7 @@ pub(crate) fn statement(stmt: &Stmt, checker: &mut Checker) {
             if checker.settings.rules.enabled(Rule::TypeBivariance) {
                 pylint::rules::type_bivariance(checker, value);
             }
-            if checker.is_stub {
+            if checker.source_type.is_stub() {
                 if checker.any_enabled(&[
                     Rule::UnprefixedTypeParam,
                     Rule::AssignmentDefaultInStub,
@@ -1395,7 +1397,7 @@ pub(crate) fn statement(stmt: &Stmt, checker: &mut Checker) {
             if checker.enabled(Rule::NonPEP695TypeAlias) {
                 pyupgrade::rules::non_pep695_type_alias(checker, assign_stmt);
             }
-            if checker.is_stub {
+            if checker.source_type.is_stub() {
                 if let Some(value) = value {
                     if checker.enabled(Rule::AssignmentDefaultInStub) {
                         // Ignore assignments in function bodies; those are covered by other rules.
diff --git a/crates/ruff/src/checkers/ast/mod.rs b/crates/ruff/src/checkers/ast/mod.rs
index 73c34971fbb67..1c19eda25ea69 100644
--- a/crates/ruff/src/checkers/ast/mod.rs
+++ b/crates/ruff/src/checkers/ast/mod.rs
@@ -43,7 +43,7 @@ use ruff_python_ast::helpers::{extract_handled_exceptions, to_module_path};
 use ruff_python_ast::identifier::Identifier;
 use ruff_python_ast::str::trailing_quote;
 use ruff_python_ast::visitor::{walk_except_handler, walk_pattern, Visitor};
-use ruff_python_ast::{helpers, str, visitor};
+use ruff_python_ast::{helpers, str, visitor, PySourceType};
 use ruff_python_codegen::{Generator, Quote, Stylist};
 use ruff_python_index::Indexer;
 use ruff_python_parser::typing::{parse_type_annotation, AnnotationKind};
@@ -53,7 +53,6 @@ use ruff_python_semantic::{
     ModuleKind, ScopeId, ScopeKind, SemanticModel, SemanticModelFlags, StarImport, SubmoduleImport,
 };
 use ruff_python_stdlib::builtins::{BUILTINS, MAGIC_GLOBALS};
-use ruff_python_stdlib::path::is_python_stub_file;
 use ruff_source_file::Locator;
 
 use crate::checkers::ast::deferred::Deferred;
@@ -75,8 +74,8 @@ pub(crate) struct Checker<'a> {
     package: Option<&'a Path>,
     /// The module representation of the current file (e.g., `foo.bar`).
     module_path: Option<&'a [String]>,
-    /// Whether the current file is a stub (`.pyi`) file.
-    is_stub: bool,
+    /// The [`PySourceType`] of the current file.
+    pub(crate) source_type: PySourceType,
     /// The [`flags::Noqa`] for the current analysis (i.e., whether to respect suppression
     /// comments).
     noqa: flags::Noqa,
@@ -118,6 +117,7 @@ impl<'a> Checker<'a> {
         stylist: &'a Stylist,
         indexer: &'a Indexer,
         importer: Importer<'a>,
+        source_type: PySourceType,
     ) -> Checker<'a> {
         Checker {
             settings,
@@ -126,7 +126,7 @@ impl<'a> Checker<'a> {
             path,
             package,
             module_path: module.path(),
-            is_stub: is_python_stub_file(path),
+            source_type,
             locator,
             stylist,
             indexer,
@@ -233,11 +233,6 @@ impl<'a> Checker<'a> {
         &self.semantic
     }
 
-    /// Return `true` if the current file is a stub file (`.pyi`).
-    pub(crate) const fn is_stub(&self) -> bool {
-        self.is_stub
-    }
-
     /// The [`Path`] to the file under analysis.
     pub(crate) const fn path(&self) -> &'a Path {
         self.path
@@ -1786,7 +1781,7 @@ impl<'a> Checker<'a> {
                             pyupgrade::rules::quoted_annotation(self, value, range);
                         }
                     }
-                    if self.is_stub {
+                    if self.source_type.is_stub() {
                         if self.enabled(Rule::QuotedAnnotationInStub) {
                             flake8_pyi::rules::quoted_annotation_in_stub(self, value, range);
                         }
@@ -1928,6 +1923,7 @@ pub(crate) fn check_ast(
     noqa: flags::Noqa,
     path: &Path,
     package: Option<&Path>,
+    source_type: PySourceType,
 ) -> Vec<Diagnostic> {
     let module_path = package.and_then(|package| to_module_path(package, path));
     let module = Module {
@@ -1955,6 +1951,7 @@ pub(crate) fn check_ast(
         stylist,
         indexer,
         Importer::new(python_ast, locator, stylist),
+        source_type,
     );
     checker.bind_builtins();
 
diff --git a/crates/ruff/src/checkers/imports.rs b/crates/ruff/src/checkers/imports.rs
index 7eb17a2eca30d..d0ee5096577f9 100644
--- a/crates/ruff/src/checkers/imports.rs
+++ b/crates/ruff/src/checkers/imports.rs
@@ -2,7 +2,7 @@
 use std::borrow::Cow;
 use std::path::Path;
 
-use ruff_python_ast::{self as ast, Ranged, Stmt, Suite};
+use ruff_python_ast::{self as ast, PySourceType, Ranged, Stmt, Suite};
 
 use ruff_diagnostics::Diagnostic;
 use ruff_python_ast::helpers::to_module_path;
@@ -10,7 +10,7 @@ use ruff_python_ast::imports::{ImportMap, ModuleImport};
 use ruff_python_ast::statement_visitor::StatementVisitor;
 use ruff_python_codegen::Stylist;
 use ruff_python_index::Indexer;
-use ruff_python_stdlib::path::is_python_stub_file;
+
 use ruff_source_file::Locator;
 
 use crate::directives::IsortDirectives;
@@ -87,12 +87,12 @@ pub(crate) fn check_imports(
     path: &Path,
     package: Option<&Path>,
     source_kind: Option<&SourceKind>,
+    source_type: PySourceType,
 ) -> (Vec<Diagnostic>, Option<ImportMap>) {
-    let is_stub = is_python_stub_file(path);
-
     // Extract all import blocks from the AST.
     let tracker = {
-        let mut tracker = BlockBuilder::new(locator, directives, is_stub, source_kind);
+        let mut tracker =
+            BlockBuilder::new(locator, directives, source_type.is_stub(), source_kind);
         tracker.visit_body(python_ast);
         tracker
     };
@@ -104,7 +104,13 @@ pub(crate) fn check_imports(
         for block in &blocks {
             if !block.imports.is_empty() {
                 if let Some(diagnostic) = isort::rules::organize_imports(
-                    block, locator, stylist, indexer, settings, package,
+                    block,
+                    locator,
+                    stylist,
+                    indexer,
+                    settings,
+                    package,
+                    source_type,
                 ) {
                     diagnostics.push(diagnostic);
                 }
@@ -113,7 +119,11 @@ pub(crate) fn check_imports(
     }
     if settings.rules.enabled(Rule::MissingRequiredImport) {
         diagnostics.extend(isort::rules::add_required_imports(
-            python_ast, locator, stylist, settings, is_stub,
+            python_ast,
+            locator,
+            stylist,
+            settings,
+            source_type,
         ));
     }
 
diff --git a/crates/ruff/src/importer/insertion.rs b/crates/ruff/src/importer/insertion.rs
index 5739955bedba2..311a1be96791c 100644
--- a/crates/ruff/src/importer/insertion.rs
+++ b/crates/ruff/src/importer/insertion.rs
@@ -1,8 +1,8 @@
 //! Insert statements into Python code.
 use std::ops::Add;
 
-use ruff_python_ast::{Ranged, Stmt};
-use ruff_python_parser::{lexer, Mode, Tok};
+use ruff_python_ast::{PySourceType, Ranged, Stmt};
+use ruff_python_parser::{lexer, AsMode, Tok};
 use ruff_text_size::TextSize;
 
 use ruff_diagnostics::Edit;
@@ -137,6 +137,7 @@ impl<'a> Insertion<'a> {
         mut location: TextSize,
         locator: &Locator<'a>,
         stylist: &Stylist,
+        source_type: PySourceType,
     ) -> Insertion<'a> {
         enum Awaiting {
             Colon(u32),
@@ -146,7 +147,7 @@ impl<'a> Insertion<'a> {
 
         let mut state = Awaiting::Colon(0);
         for (tok, range) in
-            lexer::lex_starts_at(locator.after(location), Mode::Module, location).flatten()
+            lexer::lex_starts_at(locator.after(location), source_type.as_mode(), location).flatten()
         {
             match state {
                 // Iterate until we find the colon indicating the start of the block body.
@@ -300,12 +301,12 @@ fn match_leading_semicolon(s: &str) -> Option<TextSize> {
 mod tests {
     use anyhow::Result;
 
-    use ruff_python_parser::lexer::LexResult;
-    use ruff_text_size::TextSize;
-
+    use ruff_python_ast::PySourceType;
     use ruff_python_codegen::Stylist;
-    use ruff_python_parser::parse_suite;
+    use ruff_python_parser::lexer::LexResult;
+    use ruff_python_parser::{parse_suite, Mode};
     use ruff_source_file::{LineEnding, Locator};
+    use ruff_text_size::TextSize;
 
     use super::Insertion;
 
@@ -313,7 +314,7 @@ mod tests {
     fn start_of_file() -> Result<()> {
         fn insert(contents: &str) -> Result<Insertion> {
             let program = parse_suite(contents, "<filename>")?;
-            let tokens: Vec<LexResult> = ruff_python_parser::tokenize(contents);
+            let tokens: Vec<LexResult> = ruff_python_parser::tokenize(contents, Mode::Module);
             let locator = Locator::new(contents);
             let stylist = Stylist::from_tokens(&tokens, &locator);
             Ok(Insertion::start_of_file(&program, &locator, &stylist))
@@ -424,10 +425,10 @@ x = 1
     #[test]
     fn start_of_block() {
         fn insert(contents: &str, offset: TextSize) -> Insertion {
-            let tokens: Vec<LexResult> = ruff_python_parser::tokenize(contents);
+            let tokens: Vec<LexResult> = ruff_python_parser::tokenize(contents, Mode::Module);
             let locator = Locator::new(contents);
             let stylist = Stylist::from_tokens(&tokens, &locator);
-            Insertion::start_of_block(offset, &locator, &stylist)
+            Insertion::start_of_block(offset, &locator, &stylist, PySourceType::default())
         }
 
         let contents = "if True: pass";
diff --git a/crates/ruff/src/importer/mod.rs b/crates/ruff/src/importer/mod.rs
index e08208237b72f..1ef341ee7ef78 100644
--- a/crates/ruff/src/importer/mod.rs
+++ b/crates/ruff/src/importer/mod.rs
@@ -7,7 +7,7 @@ use std::error::Error;
 
 use anyhow::Result;
 use libcst_native::{ImportAlias, Name, NameOrAttribute};
-use ruff_python_ast::{self as ast, Ranged, Stmt, Suite};
+use ruff_python_ast::{self as ast, PySourceType, Ranged, Stmt, Suite};
 use ruff_text_size::TextSize;
 
 use ruff_diagnostics::Edit;
@@ -121,6 +121,7 @@ impl<'a> Importer<'a> {
         import: &StmtImports,
         at: TextSize,
         semantic: &SemanticModel,
+        source_type: PySourceType,
     ) -> Result<TypingImportEdit> {
         // Generate the modified import statement.
         let content = autofix::codemods::retain_imports(
@@ -140,7 +141,7 @@ impl<'a> Importer<'a> {
         // Add the import to a `TYPE_CHECKING` block.
         let add_import_edit = if let Some(block) = self.preceding_type_checking_block(at) {
             // Add the import to the `TYPE_CHECKING` block.
-            self.add_to_type_checking_block(&content, block.start())
+            self.add_to_type_checking_block(&content, block.start(), source_type)
         } else {
             // Add the import to a new `TYPE_CHECKING` block.
             self.add_type_checking_block(
@@ -353,8 +354,13 @@ impl<'a> Importer<'a> {
     }
 
     /// Add an import statement to an existing `TYPE_CHECKING` block.
-    fn add_to_type_checking_block(&self, content: &str, at: TextSize) -> Edit {
-        Insertion::start_of_block(at, self.locator, self.stylist).into_edit(content)
+    fn add_to_type_checking_block(
+        &self,
+        content: &str,
+        at: TextSize,
+        source_type: PySourceType,
+    ) -> Edit {
+        Insertion::start_of_block(at, self.locator, self.stylist, source_type).into_edit(content)
     }
 
     /// Return the import statement that precedes the given position, if any.
diff --git a/crates/ruff/src/jupyter/notebook.rs b/crates/ruff/src/jupyter/notebook.rs
index 75a7664d712ca..652e54850f05f 100644
--- a/crates/ruff/src/jupyter/notebook.rs
+++ b/crates/ruff/src/jupyter/notebook.rs
@@ -24,8 +24,6 @@ use crate::IOError;
 
 pub const JUPYTER_NOTEBOOK_EXT: &str = "ipynb";
 
-const MAGIC_PREFIX: [&str; 3] = ["%", "!", "?"];
-
 /// Run round-trip source code generation on a given Jupyter notebook file path.
 pub fn round_trip(path: &Path) -> anyhow::Result<String> {
     let mut notebook = Notebook::read(path).map_err(|err| {
@@ -78,26 +76,21 @@ impl Cell {
     /// Return `true` if it's a valid code cell.
     ///
     /// A valid code cell is a cell where the cell type is [`Cell::Code`] and the
-    /// source doesn't contain a magic, shell or help command.
+    /// source doesn't contain a cell magic.
     fn is_valid_code_cell(&self) -> bool {
         let source = match self {
             Cell::Code(cell) => &cell.source,
             _ => return false,
         };
-        // Ignore a cell if it contains a magic command. There could be valid
-        // Python code as well, but we'll ignore that for now.
-        // TODO(dhruvmanila): https://github.com/psf/black/blob/main/src/black/handle_ipynb_magics.py
+        // Ignore cells containing cell magic. This is different from line magic
+        // which is allowed and ignored by the parser.
         !match source {
-            SourceValue::String(string) => string.lines().any(|line| {
-                MAGIC_PREFIX
-                    .iter()
-                    .any(|prefix| line.trim_start().starts_with(prefix))
-            }),
-            SourceValue::StringArray(string_array) => string_array.iter().any(|line| {
-                MAGIC_PREFIX
-                    .iter()
-                    .any(|prefix| line.trim_start().starts_with(prefix))
-            }),
+            SourceValue::String(string) => string
+                .lines()
+                .any(|line| line.trim_start().starts_with("%%")),
+            SourceValue::StringArray(string_array) => string_array
+                .iter()
+                .any(|line| line.trim_start().starts_with("%%")),
         }
     }
 }
@@ -513,9 +506,10 @@ mod tests {
     }
 
     #[test_case(Path::new("markdown.json"), false; "markdown")]
-    #[test_case(Path::new("only_magic.json"), false; "only_magic")]
-    #[test_case(Path::new("code_and_magic.json"), false; "code_and_magic")]
+    #[test_case(Path::new("only_magic.json"), true; "only_magic")]
+    #[test_case(Path::new("code_and_magic.json"), true; "code_and_magic")]
     #[test_case(Path::new("only_code.json"), true; "only_code")]
+    #[test_case(Path::new("cell_magic.json"), false; "cell_magic")]
     fn test_is_valid_code_cell(path: &Path, expected: bool) -> Result<()> {
         assert_eq!(read_jupyter_cell(path)?.is_valid_code_cell(), expected);
         Ok(())
@@ -567,7 +561,7 @@ print("after empty cells")
     #[test]
     fn test_import_sorting() -> Result<()> {
         let path = "isort.ipynb".to_string();
-        let (diagnostics, source_kind) = test_notebook_path(
+        let (diagnostics, source_kind, _) = test_notebook_path(
             &path,
             Path::new("isort_expected.ipynb"),
             &settings::Settings::for_rule(Rule::UnsortedImports),
@@ -576,10 +570,22 @@ print("after empty cells")
         Ok(())
     }
 
+    #[test]
+    fn test_line_magics() -> Result<()> {
+        let path = "line_magics.ipynb".to_string();
+        let (diagnostics, source_kind, _) = test_notebook_path(
+            &path,
+            Path::new("line_magics_expected.ipynb"),
+            &settings::Settings::for_rule(Rule::UnusedImport),
+        )?;
+        assert_messages!(diagnostics, path, source_kind);
+        Ok(())
+    }
+
     #[test]
     fn test_json_consistency() -> Result<()> {
         let path = "before_fix.ipynb".to_string();
-        let (_, source_kind) = test_notebook_path(
+        let (_, _, source_kind) = test_notebook_path(
             path,
             Path::new("after_fix.ipynb"),
             &settings::Settings::for_rule(Rule::UnusedImport),
diff --git a/crates/ruff/src/jupyter/snapshots/ruff__jupyter__notebook__tests__import_sorting.snap b/crates/ruff/src/jupyter/snapshots/ruff__jupyter__notebook__tests__import_sorting.snap
index 240556c37576f..e0ab3572a84d4 100644
--- a/crates/ruff/src/jupyter/snapshots/ruff__jupyter__notebook__tests__import_sorting.snap
+++ b/crates/ruff/src/jupyter/snapshots/ruff__jupyter__notebook__tests__import_sorting.snap
@@ -47,4 +47,43 @@ isort.ipynb:cell 2:1:1: I001 [*] Import block is un-sorted or un-formatted
 7 9 | def foo():
 8 10 |     pass
 
+isort.ipynb:cell 3:1:1: I001 [*] Import block is un-sorted or un-formatted
+  |
+1 | / from pathlib import Path
+2 | | import sys
+3 | | 
+4 | | %matplotlib \
+  | |_^ I001
+5 |       --inline
+  |
+  = help: Organize imports
+
+ℹ Fix
+6  6  | # Newline should be added here
+7  7  | def foo():
+8  8  |     pass
+   9  |+import sys
+9  10 | from pathlib import Path
+10    |-import sys
+11 11 | 
+12 12 | %matplotlib \
+13 13 |     --inline
+
+isort.ipynb:cell 3:7:1: I001 [*] Import block is un-sorted or un-formatted
+  |
+5 |       --inline
+6 |   
+7 | / import math
+8 | | import abc
+  |
+  = help: Organize imports
+
+ℹ Fix
+12 12 | %matplotlib \
+13 13 |     --inline
+14 14 | 
+   15 |+import abc
+15 16 | import math
+16    |-import abc
+
 
diff --git a/crates/ruff/src/jupyter/snapshots/ruff__jupyter__notebook__tests__line_magics.snap b/crates/ruff/src/jupyter/snapshots/ruff__jupyter__notebook__tests__line_magics.snap
new file mode 100644
index 0000000000000..61211b2c18edb
--- /dev/null
+++ b/crates/ruff/src/jupyter/snapshots/ruff__jupyter__notebook__tests__line_magics.snap
@@ -0,0 +1,23 @@
+---
+source: crates/ruff/src/jupyter/notebook.rs
+---
+line_magics.ipynb:cell 1:5:8: F401 [*] `os` imported but unused
+  |
+3 | %matplotlib inline
+4 | 
+5 | import os
+  |        ^^ F401
+6 | 
+7 | _ = math.pi
+  |
+  = help: Remove unused import: `os`
+
+ℹ Fix
+2 2 | 
+3 3 | %matplotlib inline
+4 4 | 
+5   |-import os
+6 5 | 
+7 6 | _ = math.pi
+
+
diff --git a/crates/ruff/src/linter.rs b/crates/ruff/src/linter.rs
index 0f614535da42a..e3fc117253bf2 100644
--- a/crates/ruff/src/linter.rs
+++ b/crates/ruff/src/linter.rs
@@ -7,14 +7,15 @@ use colored::Colorize;
 use itertools::Itertools;
 use log::error;
 use ruff_python_parser::lexer::LexResult;
-use ruff_python_parser::ParseError;
+use ruff_python_parser::{AsMode, ParseError};
 use rustc_hash::FxHashMap;
 
 use ruff_diagnostics::Diagnostic;
 use ruff_python_ast::imports::ImportMap;
+use ruff_python_ast::PySourceType;
 use ruff_python_codegen::Stylist;
 use ruff_python_index::Indexer;
-use ruff_python_stdlib::path::is_python_stub_file;
+
 use ruff_source_file::{Locator, SourceFileBuilder};
 
 use crate::autofix::{fix_file, FixResult};
@@ -81,6 +82,7 @@ pub fn check_path(
     settings: &Settings,
     noqa: flags::Noqa,
     source_kind: Option<&SourceKind>,
+    source_type: PySourceType,
 ) -> LinterResult<(Vec<Diagnostic>, Option<ImportMap>)> {
     // Aggregate all diagnostics.
     let mut diagnostics = vec![];
@@ -101,9 +103,13 @@ pub fn check_path(
         .iter_enabled()
         .any(|rule_code| rule_code.lint_source().is_tokens())
     {
-        let is_stub = is_python_stub_file(path);
         diagnostics.extend(check_tokens(
-            &tokens, path, locator, indexer, settings, is_stub,
+            &tokens,
+            path,
+            locator,
+            indexer,
+            settings,
+            source_type.is_stub(),
         ));
     }
 
@@ -138,7 +144,11 @@ pub fn check_path(
             .iter_enabled()
             .any(|rule_code| rule_code.lint_source().is_imports());
     if use_ast || use_imports || use_doc_lines {
-        match ruff_python_parser::parse_program_tokens(tokens, &path.to_string_lossy()) {
+        match ruff_python_parser::parse_program_tokens(
+            tokens,
+            &path.to_string_lossy(),
+            source_type.is_jupyter(),
+        ) {
             Ok(python_ast) => {
                 if use_ast {
                     diagnostics.extend(check_ast(
@@ -151,6 +161,7 @@ pub fn check_path(
                         noqa,
                         path,
                         package,
+                        source_type,
                     ));
                 }
                 if use_imports {
@@ -164,6 +175,7 @@ pub fn check_path(
                         path,
                         package,
                         source_kind,
+                        source_type,
                     );
                     imports = module_imports;
                     diagnostics.extend(import_diagnostics);
@@ -256,11 +268,13 @@ const MAX_ITERATIONS: usize = 100;
 
 /// Add any missing `# noqa` pragmas to the source code at the given `Path`.
 pub fn add_noqa_to_path(path: &Path, package: Option<&Path>, settings: &Settings) -> Result<usize> {
+    let source_type = PySourceType::from(path);
+
     // Read the file from disk.
     let contents = std::fs::read_to_string(path)?;
 
     // Tokenize once.
-    let tokens: Vec<LexResult> = ruff_python_parser::tokenize(&contents);
+    let tokens: Vec<LexResult> = ruff_python_parser::tokenize(&contents, source_type.as_mode());
 
     // Map row and column locations to byte slices (lazily).
     let locator = Locator::new(&contents);
@@ -294,6 +308,7 @@ pub fn add_noqa_to_path(path: &Path, package: Option<&Path>, settings: &Settings
         settings,
         flags::Noqa::Disabled,
         None,
+        source_type,
     );
 
     // Log any parse errors.
@@ -326,9 +341,10 @@ pub fn lint_only(
     settings: &Settings,
     noqa: flags::Noqa,
     source_kind: Option<&SourceKind>,
+    source_type: PySourceType,
 ) -> LinterResult<(Vec<Message>, Option<ImportMap>)> {
     // Tokenize once.
-    let tokens: Vec<LexResult> = ruff_python_parser::tokenize(contents);
+    let tokens: Vec<LexResult> = ruff_python_parser::tokenize(contents, source_type.as_mode());
 
     // Map row and column locations to byte slices (lazily).
     let locator = Locator::new(contents);
@@ -359,6 +375,7 @@ pub fn lint_only(
         settings,
         noqa,
         source_kind,
+        source_type,
     );
 
     result.map(|(diagnostics, imports)| {
@@ -405,6 +422,7 @@ pub fn lint_fix<'a>(
     noqa: flags::Noqa,
     settings: &Settings,
     source_kind: &mut SourceKind,
+    source_type: PySourceType,
 ) -> Result<FixerResult<'a>> {
     let mut transformed = Cow::Borrowed(contents);
 
@@ -420,7 +438,8 @@ pub fn lint_fix<'a>(
     // Continuously autofix until the source code stabilizes.
     loop {
         // Tokenize once.
-        let tokens: Vec<LexResult> = ruff_python_parser::tokenize(&transformed);
+        let tokens: Vec<LexResult> =
+            ruff_python_parser::tokenize(&transformed, source_type.as_mode());
 
         // Map row and column locations to byte slices (lazily).
         let locator = Locator::new(&transformed);
@@ -451,6 +470,7 @@ pub fn lint_fix<'a>(
             settings,
             noqa,
             Some(source_kind),
+            source_type,
         );
 
         if iterations == 0 {
diff --git a/crates/ruff/src/rules/flake8_annotations/fixes.rs b/crates/ruff/src/rules/flake8_annotations/fixes.rs
index 2111978b0458e..82074eb89a8bd 100644
--- a/crates/ruff/src/rules/flake8_annotations/fixes.rs
+++ b/crates/ruff/src/rules/flake8_annotations/fixes.rs
@@ -1,6 +1,6 @@
 use anyhow::{bail, Result};
-use ruff_python_ast::{Ranged, Stmt};
-use ruff_python_parser::{lexer, Mode, Tok};
+use ruff_python_ast::{PySourceType, Ranged, Stmt};
+use ruff_python_parser::{lexer, AsMode, Tok};
 
 use ruff_diagnostics::Edit;
 use ruff_source_file::Locator;
@@ -10,6 +10,7 @@ pub(crate) fn add_return_annotation(
     locator: &Locator,
     stmt: &Stmt,
     annotation: &str,
+    source_type: PySourceType,
 ) -> Result<Edit> {
     let contents = &locator.contents()[stmt.range()];
 
@@ -17,7 +18,9 @@ pub(crate) fn add_return_annotation(
     let mut seen_lpar = false;
     let mut seen_rpar = false;
     let mut count = 0u32;
-    for (tok, range) in lexer::lex_starts_at(contents, Mode::Module, stmt.start()).flatten() {
+    for (tok, range) in
+        lexer::lex_starts_at(contents, source_type.as_mode(), stmt.start()).flatten()
+    {
         if seen_lpar && seen_rpar {
             if matches!(tok, Tok::Colon) {
                 return Ok(Edit::insertion(format!(" -> {annotation}"), range.start()));
diff --git a/crates/ruff/src/rules/flake8_annotations/rules/definition.rs b/crates/ruff/src/rules/flake8_annotations/rules/definition.rs
index 26fd2c9a7ee21..01895a874dfb7 100644
--- a/crates/ruff/src/rules/flake8_annotations/rules/definition.rs
+++ b/crates/ruff/src/rules/flake8_annotations/rules/definition.rs
@@ -709,8 +709,13 @@ pub(crate) fn definition(
                     );
                     if checker.patch(diagnostic.kind.rule()) {
                         diagnostic.try_set_fix(|| {
-                            fixes::add_return_annotation(checker.locator(), stmt, "None")
-                                .map(Fix::suggested)
+                            fixes::add_return_annotation(
+                                checker.locator(),
+                                stmt,
+                                "None",
+                                checker.source_type,
+                            )
+                            .map(Fix::suggested)
                         });
                     }
                     diagnostics.push(diagnostic);
@@ -727,8 +732,13 @@ pub(crate) fn definition(
                 if checker.patch(diagnostic.kind.rule()) {
                     if let Some(return_type) = simple_magic_return_type(name) {
                         diagnostic.try_set_fix(|| {
-                            fixes::add_return_annotation(checker.locator(), stmt, return_type)
-                                .map(Fix::suggested)
+                            fixes::add_return_annotation(
+                                checker.locator(),
+                                stmt,
+                                return_type,
+                                checker.source_type,
+                            )
+                            .map(Fix::suggested)
                         });
                     }
                 }
diff --git a/crates/ruff/src/rules/flake8_pytest_style/rules/fixture.rs b/crates/ruff/src/rules/flake8_pytest_style/rules/fixture.rs
index 3f19235822d74..63352d2ffacd6 100644
--- a/crates/ruff/src/rules/flake8_pytest_style/rules/fixture.rs
+++ b/crates/ruff/src/rules/flake8_pytest_style/rules/fixture.rs
@@ -550,6 +550,7 @@ fn check_fixture_decorator(checker: &mut Checker, func_name: &str, decorator: &D
                                     arguments,
                                     edits::Parentheses::Preserve,
                                     checker.locator(),
+                                    checker.source_type,
                                 )
                                 .map(Fix::suggested)
                             });
diff --git a/crates/ruff/src/rules/flake8_pytest_style/rules/parametrize.rs b/crates/ruff/src/rules/flake8_pytest_style/rules/parametrize.rs
index fa54765663b5f..e42a3d95501a1 100644
--- a/crates/ruff/src/rules/flake8_pytest_style/rules/parametrize.rs
+++ b/crates/ruff/src/rules/flake8_pytest_style/rules/parametrize.rs
@@ -1,5 +1,7 @@
-use ruff_python_ast::{self as ast, Arguments, Constant, Decorator, Expr, ExprContext, Ranged};
-use ruff_python_parser::{lexer, Mode, Tok};
+use ruff_python_ast::{
+    self as ast, Arguments, Constant, Decorator, Expr, ExprContext, PySourceType, Ranged,
+};
+use ruff_python_parser::{lexer, AsMode, Tok};
 use ruff_text_size::TextRange;
 
 use ruff_diagnostics::{AutofixKind, Diagnostic, Edit, Fix, Violation};
@@ -95,7 +97,12 @@ fn elts_to_csv(elts: &[Expr], generator: Generator) -> Option<String> {
 /// ```
 ///
 /// This method assumes that the first argument is a string.
-fn get_parametrize_name_range(decorator: &Decorator, expr: &Expr, locator: &Locator) -> TextRange {
+fn get_parametrize_name_range(
+    decorator: &Decorator,
+    expr: &Expr,
+    locator: &Locator,
+    source_type: PySourceType,
+) -> TextRange {
     let mut locations = Vec::new();
     let mut implicit_concat = None;
 
@@ -103,7 +110,7 @@ fn get_parametrize_name_range(decorator: &Decorator, expr: &Expr, locator: &Loca
     // decorator to find them.
     for (tok, range) in lexer::lex_starts_at(
         locator.slice(decorator.range()),
-        Mode::Module,
+        source_type.as_mode(),
         decorator.start(),
     )
     .flatten()
@@ -141,8 +148,12 @@ fn check_names(checker: &mut Checker, decorator: &Decorator, expr: &Expr) {
             if names.len() > 1 {
                 match names_type {
                     types::ParametrizeNameType::Tuple => {
-                        let name_range =
-                            get_parametrize_name_range(decorator, expr, checker.locator());
+                        let name_range = get_parametrize_name_range(
+                            decorator,
+                            expr,
+                            checker.locator(),
+                            checker.source_type,
+                        );
                         let mut diagnostic = Diagnostic::new(
                             PytestParametrizeNamesWrongType {
                                 expected: names_type,
@@ -172,8 +183,12 @@ fn check_names(checker: &mut Checker, decorator: &Decorator, expr: &Expr) {
                         checker.diagnostics.push(diagnostic);
                     }
                     types::ParametrizeNameType::List => {
-                        let name_range =
-                            get_parametrize_name_range(decorator, expr, checker.locator());
+                        let name_range = get_parametrize_name_range(
+                            decorator,
+                            expr,
+                            checker.locator(),
+                            checker.source_type,
+                        );
                         let mut diagnostic = Diagnostic::new(
                             PytestParametrizeNamesWrongType {
                                 expected: names_type,
diff --git a/crates/ruff/src/rules/flake8_raise/rules/unnecessary_paren_on_raise_exception.rs b/crates/ruff/src/rules/flake8_raise/rules/unnecessary_paren_on_raise_exception.rs
index 93036d0f08c7c..8c0d69bf45d92 100644
--- a/crates/ruff/src/rules/flake8_raise/rules/unnecessary_paren_on_raise_exception.rs
+++ b/crates/ruff/src/rules/flake8_raise/rules/unnecessary_paren_on_raise_exception.rs
@@ -1,5 +1,5 @@
-use ruff_python_ast::{self as ast, Arguments, Expr, Ranged};
-use ruff_python_parser::{lexer, Mode, Tok};
+use ruff_python_ast::{self as ast, Arguments, Expr, PySourceType, Ranged};
+use ruff_python_parser::{lexer, AsMode, Tok};
 use ruff_text_size::{TextRange, TextSize};
 
 use ruff_diagnostics::{AlwaysAutofixableViolation, Diagnostic, Edit, Fix};
@@ -71,7 +71,7 @@ pub(crate) fn unnecessary_paren_on_raise_exception(checker: &mut Checker, expr:
             return;
         }
 
-        let range = match_parens(func.end(), checker.locator())
+        let range = match_parens(func.end(), checker.locator(), checker.source_type)
             .expect("Expected call to include parentheses");
         let mut diagnostic = Diagnostic::new(UnnecessaryParenOnRaiseException, range);
         if checker.patch(diagnostic.kind.rule()) {
@@ -82,14 +82,18 @@ pub(crate) fn unnecessary_paren_on_raise_exception(checker: &mut Checker, expr:
 }
 
 /// Return the range of the first parenthesis pair after a given [`TextSize`].
-fn match_parens(start: TextSize, locator: &Locator) -> Option<TextRange> {
+fn match_parens(
+    start: TextSize,
+    locator: &Locator,
+    source_type: PySourceType,
+) -> Option<TextRange> {
     let contents = &locator.contents()[usize::from(start)..];
 
     let mut fix_start = None;
     let mut fix_end = None;
     let mut count = 0u32;
 
-    for (tok, range) in lexer::lex_starts_at(contents, Mode::Module, start).flatten() {
+    for (tok, range) in lexer::lex_starts_at(contents, source_type.as_mode(), start).flatten() {
         match tok {
             Tok::Lpar => {
                 if count == 0 {
diff --git a/crates/ruff/src/rules/flake8_simplify/rules/ast_if.rs b/crates/ruff/src/rules/flake8_simplify/rules/ast_if.rs
index 11d0a3f4eddff..cb18e590f4dad 100644
--- a/crates/ruff/src/rules/flake8_simplify/rules/ast_if.rs
+++ b/crates/ruff/src/rules/flake8_simplify/rules/ast_if.rs
@@ -378,6 +378,7 @@ pub(crate) fn nested_if_statements(
     let colon = first_colon_range(
         TextRange::new(test.end(), first_stmt.start()),
         checker.locator().contents(),
+        checker.source_type.is_jupyter(),
     );
 
     // Check if the parent is already emitting a larger diagnostic including this if statement
diff --git a/crates/ruff/src/rules/flake8_simplify/rules/ast_with.rs b/crates/ruff/src/rules/flake8_simplify/rules/ast_with.rs
index 2a9ff71350d8c..55c5d0d78105a 100644
--- a/crates/ruff/src/rules/flake8_simplify/rules/ast_with.rs
+++ b/crates/ruff/src/rules/flake8_simplify/rules/ast_with.rs
@@ -119,6 +119,7 @@ pub(crate) fn multiple_with_statements(
                 body.first().expect("Expected body to be non-empty").start(),
             ),
             checker.locator().contents(),
+            checker.source_type.is_jupyter(),
         );
 
         let mut diagnostic = Diagnostic::new(
diff --git a/crates/ruff/src/rules/flake8_type_checking/rules/typing_only_runtime_import.rs b/crates/ruff/src/rules/flake8_type_checking/rules/typing_only_runtime_import.rs
index 0447b9ebdca7a..5609580ea8113 100644
--- a/crates/ruff/src/rules/flake8_type_checking/rules/typing_only_runtime_import.rs
+++ b/crates/ruff/src/rules/flake8_type_checking/rules/typing_only_runtime_import.rs
@@ -447,6 +447,7 @@ fn fix_imports(checker: &Checker, stmt_id: NodeId, imports: &[Import]) -> Result
         },
         at,
         checker.semantic(),
+        checker.source_type,
     )?;
 
     Ok(
diff --git a/crates/ruff/src/rules/isort/annotate.rs b/crates/ruff/src/rules/isort/annotate.rs
index 1aeca71811e63..d434d0bde769f 100644
--- a/crates/ruff/src/rules/isort/annotate.rs
+++ b/crates/ruff/src/rules/isort/annotate.rs
@@ -1,4 +1,4 @@
-use ruff_python_ast::{self as ast, Ranged, Stmt};
+use ruff_python_ast::{self as ast, PySourceType, Ranged, Stmt};
 use ruff_text_size::TextRange;
 
 use ruff_source_file::Locator;
@@ -13,6 +13,7 @@ pub(crate) fn annotate_imports<'a>(
     comments: Vec<Comment<'a>>,
     locator: &Locator,
     split_on_trailing_comma: bool,
+    source_type: PySourceType,
 ) -> Vec<AnnotatedImport<'a>> {
     let mut comments_iter = comments.into_iter().peekable();
 
@@ -119,7 +120,7 @@ pub(crate) fn annotate_imports<'a>(
                         names: aliases,
                         level: level.map(|level| level.to_u32()),
                         trailing_comma: if split_on_trailing_comma {
-                            trailing_comma(import, locator)
+                            trailing_comma(import, locator, source_type)
                         } else {
                             TrailingComma::default()
                         },
diff --git a/crates/ruff/src/rules/isort/comments.rs b/crates/ruff/src/rules/isort/comments.rs
index b7963ff1ab244..e2c05fccc3847 100644
--- a/crates/ruff/src/rules/isort/comments.rs
+++ b/crates/ruff/src/rules/isort/comments.rs
@@ -1,6 +1,7 @@
 use std::borrow::Cow;
 
-use ruff_python_parser::{lexer, Mode, Tok};
+use ruff_python_ast::PySourceType;
+use ruff_python_parser::{lexer, AsMode, Tok};
 use ruff_text_size::{TextRange, TextSize};
 
 use ruff_source_file::Locator;
@@ -22,9 +23,13 @@ impl Comment<'_> {
 }
 
 /// Collect all comments in an import block.
-pub(crate) fn collect_comments<'a>(range: TextRange, locator: &'a Locator) -> Vec<Comment<'a>> {
+pub(crate) fn collect_comments<'a>(
+    range: TextRange,
+    locator: &'a Locator,
+    source_type: PySourceType,
+) -> Vec<Comment<'a>> {
     let contents = locator.slice(range);
-    lexer::lex_starts_at(contents, Mode::Module, range.start())
+    lexer::lex_starts_at(contents, source_type.as_mode(), range.start())
         .flatten()
         .filter_map(|(tok, range)| {
             if let Tok::Comment(value) = tok {
diff --git a/crates/ruff/src/rules/isort/helpers.rs b/crates/ruff/src/rules/isort/helpers.rs
index adf185891db5d..00f9504ac3212 100644
--- a/crates/ruff/src/rules/isort/helpers.rs
+++ b/crates/ruff/src/rules/isort/helpers.rs
@@ -1,5 +1,5 @@
-use ruff_python_ast::{Ranged, Stmt};
-use ruff_python_parser::{lexer, Mode, Tok};
+use ruff_python_ast::{PySourceType, Ranged, Stmt};
+use ruff_python_parser::{lexer, AsMode, Tok};
 
 use ruff_python_trivia::PythonWhitespace;
 use ruff_source_file::{Locator, UniversalNewlines};
@@ -8,11 +8,15 @@ use crate::rules::isort::types::TrailingComma;
 
 /// Return `true` if a `Stmt::ImportFrom` statement ends with a magic
 /// trailing comma.
-pub(super) fn trailing_comma(stmt: &Stmt, locator: &Locator) -> TrailingComma {
+pub(super) fn trailing_comma(
+    stmt: &Stmt,
+    locator: &Locator,
+    source_type: PySourceType,
+) -> TrailingComma {
     let contents = locator.slice(stmt.range());
     let mut count = 0u32;
     let mut trailing_comma = TrailingComma::Absent;
-    for (tok, _) in lexer::lex_starts_at(contents, Mode::Module, stmt.start()).flatten() {
+    for (tok, _) in lexer::lex_starts_at(contents, source_type.as_mode(), stmt.start()).flatten() {
         if matches!(tok, Tok::Lpar) {
             count = count.saturating_add(1);
         }
diff --git a/crates/ruff/src/rules/isort/mod.rs b/crates/ruff/src/rules/isort/mod.rs
index 854b26728b386..eed06c0e3d4d5 100644
--- a/crates/ruff/src/rules/isort/mod.rs
+++ b/crates/ruff/src/rules/isort/mod.rs
@@ -11,6 +11,7 @@ pub use categorize::{ImportSection, ImportType};
 use comments::Comment;
 use normalize::normalize_imports;
 use order::order_imports;
+use ruff_python_ast::PySourceType;
 use ruff_python_codegen::Stylist;
 use ruff_source_file::Locator;
 use settings::RelativeImportsOrder;
@@ -72,6 +73,7 @@ pub(crate) fn format_imports(
     stylist: &Stylist,
     src: &[PathBuf],
     package: Option<&Path>,
+    source_type: PySourceType,
     combine_as_imports: bool,
     force_single_line: bool,
     force_sort_within_sections: bool,
@@ -94,7 +96,13 @@ pub(crate) fn format_imports(
     section_order: &[ImportSection],
 ) -> String {
     let trailer = &block.trailer;
-    let block = annotate_imports(&block.imports, comments, locator, split_on_trailing_comma);
+    let block = annotate_imports(
+        &block.imports,
+        comments,
+        locator,
+        split_on_trailing_comma,
+        source_type,
+    );
 
     // Normalize imports (i.e., deduplicate, aggregate `from` imports).
     let block = normalize_imports(
diff --git a/crates/ruff/src/rules/isort/rules/add_required_imports.rs b/crates/ruff/src/rules/isort/rules/add_required_imports.rs
index 09ff10669df3a..dd71b1e552638 100644
--- a/crates/ruff/src/rules/isort/rules/add_required_imports.rs
+++ b/crates/ruff/src/rules/isort/rules/add_required_imports.rs
@@ -1,5 +1,5 @@
 use log::error;
-use ruff_python_ast::{self as ast, Stmt, Suite};
+use ruff_python_ast::{self as ast, PySourceType, Stmt, Suite};
 use ruff_text_size::{TextRange, TextSize};
 
 use ruff_diagnostics::{AlwaysAutofixableViolation, Diagnostic, Fix};
@@ -91,7 +91,7 @@ fn add_required_import(
     locator: &Locator,
     stylist: &Stylist,
     settings: &Settings,
-    is_stub: bool,
+    source_type: PySourceType,
 ) -> Option<Diagnostic> {
     // Don't add imports to semantically-empty files.
     if python_ast.iter().all(is_docstring_stmt) {
@@ -99,7 +99,7 @@ fn add_required_import(
     }
 
     // We don't need to add `__future__` imports to stubs.
-    if is_stub && required_import.is_future_import() {
+    if source_type.is_stub() && required_import.is_future_import() {
         return None;
     }
 
@@ -131,7 +131,7 @@ pub(crate) fn add_required_imports(
     locator: &Locator,
     stylist: &Stylist,
     settings: &Settings,
-    is_stub: bool,
+    source_type: PySourceType,
 ) -> Vec<Diagnostic> {
     settings
         .isort
@@ -172,7 +172,7 @@ pub(crate) fn add_required_imports(
                             locator,
                             stylist,
                             settings,
-                            is_stub,
+                            source_type,
                         )
                     })
                     .collect(),
@@ -190,7 +190,7 @@ pub(crate) fn add_required_imports(
                             locator,
                             stylist,
                             settings,
-                            is_stub,
+                            source_type,
                         )
                     })
                     .collect(),
diff --git a/crates/ruff/src/rules/isort/rules/organize_imports.rs b/crates/ruff/src/rules/isort/rules/organize_imports.rs
index 02873311d91cf..acc9a0ee31d6c 100644
--- a/crates/ruff/src/rules/isort/rules/organize_imports.rs
+++ b/crates/ruff/src/rules/isort/rules/organize_imports.rs
@@ -1,7 +1,7 @@
 use std::path::Path;
 
 use itertools::{EitherOrBoth, Itertools};
-use ruff_python_ast::{Ranged, Stmt};
+use ruff_python_ast::{PySourceType, Ranged, Stmt};
 use ruff_text_size::TextRange;
 
 use ruff_diagnostics::{AutofixKind, Diagnostic, Edit, Fix, Violation};
@@ -87,6 +87,7 @@ pub(crate) fn organize_imports(
     indexer: &Indexer,
     settings: &Settings,
     package: Option<&Path>,
+    source_type: PySourceType,
 ) -> Option<Diagnostic> {
     let indentation = locator.slice(extract_indentation_range(&block.imports, locator));
     let indentation = leading_indentation(indentation);
@@ -105,6 +106,7 @@ pub(crate) fn organize_imports(
     let comments = comments::collect_comments(
         TextRange::new(range.start(), locator.full_line_end(range.end())),
         locator,
+        source_type,
     );
 
     let trailing_line_end = if block.trailer.is_none() {
@@ -123,6 +125,7 @@ pub(crate) fn organize_imports(
         stylist,
         &settings.src,
         package,
+        source_type,
         settings.isort.combine_as_imports,
         settings.isort.force_single_line,
         settings.isort.force_sort_within_sections,
diff --git a/crates/ruff/src/rules/pandas_vet/rules/inplace_argument.rs b/crates/ruff/src/rules/pandas_vet/rules/inplace_argument.rs
index 4ecd4f4f017ed..71cb125d7b94b 100644
--- a/crates/ruff/src/rules/pandas_vet/rules/inplace_argument.rs
+++ b/crates/ruff/src/rules/pandas_vet/rules/inplace_argument.rs
@@ -1,7 +1,7 @@
 use ruff_diagnostics::{AutofixKind, Diagnostic, Edit, Fix, Violation};
 use ruff_macros::{derive_message_formats, violation};
 use ruff_python_ast::helpers::is_const_true;
-use ruff_python_ast::{self as ast, Keyword, Ranged};
+use ruff_python_ast::{self as ast, Keyword, PySourceType, Ranged};
 use ruff_python_semantic::{BindingKind, Import};
 use ruff_source_file::Locator;
 
@@ -93,9 +93,12 @@ pub(crate) fn inplace_argument(checker: &mut Checker, call: &ast::ExprCall) {
                         && checker.semantic().expr_parent().is_none()
                         && !checker.semantic().scope().kind.is_lambda()
                     {
-                        if let Some(fix) =
-                            convert_inplace_argument_to_assignment(checker.locator(), call, keyword)
-                        {
+                        if let Some(fix) = convert_inplace_argument_to_assignment(
+                            checker.locator(),
+                            call,
+                            keyword,
+                            checker.source_type,
+                        ) {
                             diagnostic.set_fix(fix);
                         }
                     }
@@ -116,6 +119,7 @@ fn convert_inplace_argument_to_assignment(
     locator: &Locator,
     call: &ast::ExprCall,
     keyword: &Keyword,
+    source_type: PySourceType,
 ) -> Option<Fix> {
     // Add the assignment.
     let attr = call.func.as_attribute_expr()?;
@@ -125,8 +129,14 @@ fn convert_inplace_argument_to_assignment(
     );
 
     // Remove the `inplace` argument.
-    let remove_argument =
-        remove_argument(keyword, &call.arguments, Parentheses::Preserve, locator).ok()?;
+    let remove_argument = remove_argument(
+        keyword,
+        &call.arguments,
+        Parentheses::Preserve,
+        locator,
+        source_type,
+    )
+    .ok()?;
 
     Some(Fix::suggested_edits(insert_assignment, [remove_argument]))
 }
diff --git a/crates/ruff/src/rules/pydocstyle/rules/not_missing.rs b/crates/ruff/src/rules/pydocstyle/rules/not_missing.rs
index d8789d5e0d7b8..00ec74d836efe 100644
--- a/crates/ruff/src/rules/pydocstyle/rules/not_missing.rs
+++ b/crates/ruff/src/rules/pydocstyle/rules/not_missing.rs
@@ -523,7 +523,7 @@ pub(crate) fn not_missing(
     definition: &Definition,
     visibility: Visibility,
 ) -> bool {
-    if checker.is_stub() {
+    if checker.source_type.is_stub() {
         return true;
     }
 
diff --git a/crates/ruff/src/rules/pyflakes/mod.rs b/crates/ruff/src/rules/pyflakes/mod.rs
index b37f23c7b5462..ea7288d5a6921 100644
--- a/crates/ruff/src/rules/pyflakes/mod.rs
+++ b/crates/ruff/src/rules/pyflakes/mod.rs
@@ -12,11 +12,14 @@ mod tests {
     use anyhow::Result;
     use regex::Regex;
     use ruff_python_parser::lexer::LexResult;
+
     use test_case::test_case;
 
     use ruff_diagnostics::Diagnostic;
+    use ruff_python_ast::PySourceType;
     use ruff_python_codegen::Stylist;
     use ruff_python_index::Indexer;
+    use ruff_python_parser::AsMode;
     use ruff_python_trivia::textwrap::dedent;
     use ruff_source_file::Locator;
 
@@ -504,8 +507,9 @@ mod tests {
     /// Note that all tests marked with `#[ignore]` should be considered TODOs.
     fn flakes(contents: &str, expected: &[Rule]) {
         let contents = dedent(contents);
+        let source_type = PySourceType::default();
         let settings = Settings::for_rules(Linter::Pyflakes.rules());
-        let tokens: Vec<LexResult> = ruff_python_parser::tokenize(&contents);
+        let tokens: Vec<LexResult> = ruff_python_parser::tokenize(&contents, source_type.as_mode());
         let locator = Locator::new(&contents);
         let stylist = Stylist::from_tokens(&tokens, &locator);
         let indexer = Indexer::from_tokens(&tokens, &locator);
@@ -529,6 +533,7 @@ mod tests {
             &settings,
             flags::Noqa::Enabled,
             None,
+            source_type,
         );
         diagnostics.sort_by_key(Diagnostic::start);
         let actual = diagnostics
diff --git a/crates/ruff/src/rules/pyflakes/rules/f_string_missing_placeholders.rs b/crates/ruff/src/rules/pyflakes/rules/f_string_missing_placeholders.rs
index 0a247f872aaaf..4de5016a3ae76 100644
--- a/crates/ruff/src/rules/pyflakes/rules/f_string_missing_placeholders.rs
+++ b/crates/ruff/src/rules/pyflakes/rules/f_string_missing_placeholders.rs
@@ -1,5 +1,5 @@
-use ruff_python_ast::{Expr, Ranged};
-use ruff_python_parser::{lexer, Mode, StringKind, Tok};
+use ruff_python_ast::{Expr, PySourceType, Ranged};
+use ruff_python_parser::{lexer, AsMode, StringKind, Tok};
 use ruff_text_size::{TextRange, TextSize};
 
 use ruff_diagnostics::{AlwaysAutofixableViolation, Diagnostic, Edit, Fix};
@@ -52,9 +52,10 @@ impl AlwaysAutofixableViolation for FStringMissingPlaceholders {
 fn find_useless_f_strings<'a>(
     expr: &'a Expr,
     locator: &'a Locator,
+    source_type: PySourceType,
 ) -> impl Iterator<Item = (TextRange, TextRange)> + 'a {
     let contents = locator.slice(expr.range());
-    lexer::lex_starts_at(contents, Mode::Module, expr.start())
+    lexer::lex_starts_at(contents, source_type.as_mode(), expr.start())
         .flatten()
         .filter_map(|(tok, range)| match tok {
             Tok::String {
@@ -85,7 +86,9 @@ pub(crate) fn f_string_missing_placeholders(expr: &Expr, values: &[Expr], checke
         .iter()
         .any(|value| matches!(value, Expr::FormattedValue(_)))
     {
-        for (prefix_range, tok_range) in find_useless_f_strings(expr, checker.locator()) {
+        for (prefix_range, tok_range) in
+            find_useless_f_strings(expr, checker.locator(), checker.source_type)
+        {
             let mut diagnostic = Diagnostic::new(FStringMissingPlaceholders, tok_range);
             if checker.patch(diagnostic.kind.rule()) {
                 diagnostic.set_fix(convert_f_string_to_regular_string(
diff --git a/crates/ruff/src/rules/pyflakes/rules/unused_variable.rs b/crates/ruff/src/rules/pyflakes/rules/unused_variable.rs
index 50c17d1085af9..94cbad3727706 100644
--- a/crates/ruff/src/rules/pyflakes/rules/unused_variable.rs
+++ b/crates/ruff/src/rules/pyflakes/rules/unused_variable.rs
@@ -1,6 +1,6 @@
 use itertools::Itertools;
-use ruff_python_ast::{self as ast, Ranged, Stmt};
-use ruff_python_parser::{lexer, Mode, Tok};
+use ruff_python_ast::{self as ast, PySourceType, Ranged, Stmt};
+use ruff_python_parser::{lexer, AsMode, Tok};
 use ruff_text_size::{TextRange, TextSize};
 
 use ruff_diagnostics::{AutofixKind, Diagnostic, Edit, Fix, Violation};
@@ -62,12 +62,17 @@ impl Violation for UnusedVariable {
 }
 
 /// Return the [`TextRange`] of the token before the next match of the predicate
-fn match_token_before<F>(location: TextSize, locator: &Locator, f: F) -> Option<TextRange>
+fn match_token_before<F>(
+    location: TextSize,
+    locator: &Locator,
+    source_type: PySourceType,
+    f: F,
+) -> Option<TextRange>
 where
     F: Fn(Tok) -> bool,
 {
     let contents = locator.after(location);
-    for ((_, range), (tok, _)) in lexer::lex_starts_at(contents, Mode::Module, location)
+    for ((_, range), (tok, _)) in lexer::lex_starts_at(contents, source_type.as_mode(), location)
         .flatten()
         .tuple_windows()
     {
@@ -80,7 +85,12 @@ where
 
 /// Return the [`TextRange`] of the token after the next match of the predicate, skipping over
 /// any bracketed expressions.
-fn match_token_after<F>(location: TextSize, locator: &Locator, f: F) -> Option<TextRange>
+fn match_token_after<F>(
+    location: TextSize,
+    locator: &Locator,
+    source_type: PySourceType,
+    f: F,
+) -> Option<TextRange>
 where
     F: Fn(Tok) -> bool,
 {
@@ -91,7 +101,7 @@ where
     let mut sqb_count = 0u32;
     let mut brace_count = 0u32;
 
-    for ((tok, _), (_, range)) in lexer::lex_starts_at(contents, Mode::Module, location)
+    for ((tok, _), (_, range)) in lexer::lex_starts_at(contents, source_type.as_mode(), location)
         .flatten()
         .tuple_windows()
     {
@@ -131,7 +141,12 @@ where
 
 /// Return the [`TextRange`] of the token matching the predicate or the first mismatched
 /// bracket, skipping over any bracketed expressions.
-fn match_token_or_closing_brace<F>(location: TextSize, locator: &Locator, f: F) -> Option<TextRange>
+fn match_token_or_closing_brace<F>(
+    location: TextSize,
+    locator: &Locator,
+    source_type: PySourceType,
+    f: F,
+) -> Option<TextRange>
 where
     F: Fn(Tok) -> bool,
 {
@@ -142,7 +157,7 @@ where
     let mut sqb_count = 0u32;
     let mut brace_count = 0u32;
 
-    for (tok, range) in lexer::lex_starts_at(contents, Mode::Module, location).flatten() {
+    for (tok, range) in lexer::lex_starts_at(contents, source_type.as_mode(), location).flatten() {
         match tok {
             Tok::Lpar => {
                 par_count = par_count.saturating_add(1);
@@ -204,7 +219,10 @@ fn remove_unused_variable(
                     // If the expression is complex (`x = foo()`), remove the assignment,
                     // but preserve the right-hand side.
                     let start = target.start();
-                    let end = match_token_after(start, checker.locator(), |tok| tok == Tok::Equal)?
+                    let end =
+                        match_token_after(start, checker.locator(), checker.source_type, |tok| {
+                            tok == Tok::Equal
+                        })?
                         .start();
                     let edit = Edit::deletion(start, end);
                     Some(Fix::suggested(edit))
@@ -230,7 +248,10 @@ fn remove_unused_variable(
                 // but preserve the right-hand side.
                 let start = stmt.start();
                 let end =
-                    match_token_after(start, checker.locator(), |tok| tok == Tok::Equal)?.start();
+                    match_token_after(start, checker.locator(), checker.source_type, |tok| {
+                        tok == Tok::Equal
+                    })?
+                    .start();
                 let edit = Edit::deletion(start, end);
                 Some(Fix::suggested(edit))
             } else {
@@ -249,16 +270,21 @@ fn remove_unused_variable(
             if let Some(optional_vars) = &item.optional_vars {
                 if optional_vars.range() == range {
                     // Find the first token before the `as` keyword.
-                    let start =
-                        match_token_before(item.context_expr.start(), checker.locator(), |tok| {
-                            tok == Tok::As
-                        })?
-                        .end();
+                    let start = match_token_before(
+                        item.context_expr.start(),
+                        checker.locator(),
+                        checker.source_type,
+                        |tok| tok == Tok::As,
+                    )?
+                    .end();
 
                     // Find the first colon, comma, or closing bracket after the `as` keyword.
-                    let end = match_token_or_closing_brace(start, checker.locator(), |tok| {
-                        tok == Tok::Colon || tok == Tok::Comma
-                    })?
+                    let end = match_token_or_closing_brace(
+                        start,
+                        checker.locator(),
+                        checker.source_type,
+                        |tok| tok == Tok::Colon || tok == Tok::Comma,
+                    )?
                     .start();
 
                     let edit = Edit::deletion(start, end);
diff --git a/crates/ruff/src/rules/pylint/rules/bad_string_format_type.rs b/crates/ruff/src/rules/pylint/rules/bad_string_format_type.rs
index 857fc4e5db2b6..1f2905751d0fe 100644
--- a/crates/ruff/src/rules/pylint/rules/bad_string_format_type.rs
+++ b/crates/ruff/src/rules/pylint/rules/bad_string_format_type.rs
@@ -2,7 +2,7 @@ use std::str::FromStr;
 
 use ruff_python_ast::{self as ast, Constant, Expr, Ranged};
 use ruff_python_literal::cformat::{CFormatPart, CFormatSpec, CFormatStrOrBytes, CFormatString};
-use ruff_python_parser::{lexer, Mode};
+use ruff_python_parser::{lexer, AsMode};
 use ruff_text_size::TextRange;
 use rustc_hash::FxHashMap;
 
@@ -203,7 +203,9 @@ pub(crate) fn bad_string_format_type(checker: &mut Checker, expr: &Expr, right:
     // Grab each string segment (in case there's an implicit concatenation).
     let content = checker.locator().slice(expr.range());
     let mut strings: Vec<TextRange> = vec![];
-    for (tok, range) in lexer::lex_starts_at(content, Mode::Module, expr.start()).flatten() {
+    for (tok, range) in
+        lexer::lex_starts_at(content, checker.source_type.as_mode(), expr.start()).flatten()
+    {
         if tok.is_string() {
             strings.push(range);
         } else if tok.is_percent() {
diff --git a/crates/ruff/src/rules/pyupgrade/rules/printf_string_formatting.rs b/crates/ruff/src/rules/pyupgrade/rules/printf_string_formatting.rs
index 073639447fac0..76192f9c88ab8 100644
--- a/crates/ruff/src/rules/pyupgrade/rules/printf_string_formatting.rs
+++ b/crates/ruff/src/rules/pyupgrade/rules/printf_string_formatting.rs
@@ -4,7 +4,7 @@ use ruff_python_ast::{self as ast, Constant, Expr, Ranged};
 use ruff_python_literal::cformat::{
     CConversionFlags, CFormatPart, CFormatPrecision, CFormatQuantity, CFormatString,
 };
-use ruff_python_parser::{lexer, Mode, Tok};
+use ruff_python_parser::{lexer, AsMode, Tok};
 use ruff_text_size::TextRange;
 
 use ruff_diagnostics::{AlwaysAutofixableViolation, Diagnostic, Edit, Fix};
@@ -339,7 +339,7 @@ pub(crate) fn printf_string_formatting(
     let mut extension = None;
     for (tok, range) in lexer::lex_starts_at(
         checker.locator().slice(expr.range()),
-        Mode::Module,
+        checker.source_type.as_mode(),
         expr.start(),
     )
     .flatten()
diff --git a/crates/ruff/src/rules/pyupgrade/rules/redundant_open_modes.rs b/crates/ruff/src/rules/pyupgrade/rules/redundant_open_modes.rs
index 1e45960d33f07..d09ec7315598d 100644
--- a/crates/ruff/src/rules/pyupgrade/rules/redundant_open_modes.rs
+++ b/crates/ruff/src/rules/pyupgrade/rules/redundant_open_modes.rs
@@ -4,8 +4,8 @@ use anyhow::{anyhow, Result};
 
 use ruff_diagnostics::{AlwaysAutofixableViolation, Diagnostic, Edit, Fix};
 use ruff_macros::{derive_message_formats, violation};
-use ruff_python_ast::{self as ast, Constant, Expr, Ranged};
-use ruff_python_parser::{lexer, Mode};
+use ruff_python_ast::{self as ast, Constant, Expr, PySourceType, Ranged};
+use ruff_python_parser::{lexer, AsMode};
 use ruff_python_semantic::SemanticModel;
 use ruff_source_file::Locator;
 use ruff_text_size::TextSize;
@@ -84,6 +84,7 @@ pub(crate) fn redundant_open_modes(checker: &mut Checker, call: &ast::ExprCall)
                                 mode.replacement_value(),
                                 checker.locator(),
                                 checker.patch(Rule::RedundantOpenModes),
+                                checker.source_type,
                             ));
                         }
                     }
@@ -103,6 +104,7 @@ pub(crate) fn redundant_open_modes(checker: &mut Checker, call: &ast::ExprCall)
                         mode.replacement_value(),
                         checker.locator(),
                         checker.patch(Rule::RedundantOpenModes),
+                        checker.source_type,
                     ));
                 }
             }
@@ -169,6 +171,7 @@ fn create_check<T: Ranged>(
     replacement_value: Option<&str>,
     locator: &Locator,
     patch: bool,
+    source_type: PySourceType,
 ) -> Diagnostic {
     let mut diagnostic = Diagnostic::new(
         RedundantOpenModes {
@@ -184,7 +187,7 @@ fn create_check<T: Ranged>(
             )));
         } else {
             diagnostic.try_set_fix(|| {
-                create_remove_param_fix(locator, expr, mode_param).map(Fix::automatic)
+                create_remove_param_fix(locator, expr, mode_param, source_type).map(Fix::automatic)
             });
         }
     }
@@ -195,6 +198,7 @@ fn create_remove_param_fix<T: Ranged>(
     locator: &Locator,
     expr: &T,
     mode_param: &Expr,
+    source_type: PySourceType,
 ) -> Result<Edit> {
     let content = locator.slice(expr.range());
     // Find the last comma before mode_param and create a deletion fix
@@ -203,7 +207,8 @@ fn create_remove_param_fix<T: Ranged>(
     let mut fix_end: Option<TextSize> = None;
     let mut is_first_arg: bool = false;
     let mut delete_first_arg: bool = false;
-    for (tok, range) in lexer::lex_starts_at(content, Mode::Module, expr.start()).flatten() {
+    for (tok, range) in lexer::lex_starts_at(content, source_type.as_mode(), expr.start()).flatten()
+    {
         if range.start() == mode_param.start() {
             if is_first_arg {
                 delete_first_arg = true;
diff --git a/crates/ruff/src/rules/pyupgrade/rules/replace_stdout_stderr.rs b/crates/ruff/src/rules/pyupgrade/rules/replace_stdout_stderr.rs
index 3c863c12282d4..3482e99006488 100644
--- a/crates/ruff/src/rules/pyupgrade/rules/replace_stdout_stderr.rs
+++ b/crates/ruff/src/rules/pyupgrade/rules/replace_stdout_stderr.rs
@@ -2,7 +2,7 @@ use anyhow::Result;
 
 use ruff_diagnostics::{AlwaysAutofixableViolation, Diagnostic, Edit, Fix};
 use ruff_macros::{derive_message_formats, violation};
-use ruff_python_ast::{self as ast, Keyword, Ranged};
+use ruff_python_ast::{self as ast, Keyword, PySourceType, Ranged};
 use ruff_source_file::Locator;
 
 use crate::autofix::edits::{remove_argument, Parentheses};
@@ -56,6 +56,7 @@ fn generate_fix(
     stderr: &Keyword,
     call: &ast::ExprCall,
     locator: &Locator,
+    source_type: PySourceType,
 ) -> Result<Fix> {
     let (first, second) = if stdout.start() < stderr.start() {
         (stdout, stderr)
@@ -69,6 +70,7 @@ fn generate_fix(
             &call.arguments,
             Parentheses::Preserve,
             locator,
+            source_type,
         )?],
     ))
 }
@@ -103,7 +105,9 @@ pub(crate) fn replace_stdout_stderr(checker: &mut Checker, call: &ast::ExprCall)
 
         let mut diagnostic = Diagnostic::new(ReplaceStdoutStderr, call.range());
         if checker.patch(diagnostic.kind.rule()) {
-            diagnostic.try_set_fix(|| generate_fix(stdout, stderr, call, checker.locator()));
+            diagnostic.try_set_fix(|| {
+                generate_fix(stdout, stderr, call, checker.locator(), checker.source_type)
+            });
         }
         checker.diagnostics.push(diagnostic);
     }
diff --git a/crates/ruff/src/rules/pyupgrade/rules/unnecessary_encode_utf8.rs b/crates/ruff/src/rules/pyupgrade/rules/unnecessary_encode_utf8.rs
index 31396177b47c7..8e9dae557e376 100644
--- a/crates/ruff/src/rules/pyupgrade/rules/unnecessary_encode_utf8.rs
+++ b/crates/ruff/src/rules/pyupgrade/rules/unnecessary_encode_utf8.rs
@@ -1,7 +1,7 @@
 use ruff_diagnostics::{AlwaysAutofixableViolation, Diagnostic, Edit, Fix};
 use ruff_macros::{derive_message_formats, violation};
-use ruff_python_ast::{self as ast, Arguments, Constant, Expr, Keyword, Ranged};
-use ruff_python_parser::{lexer, Mode, Tok};
+use ruff_python_ast::{self as ast, Arguments, Constant, Expr, Keyword, PySourceType, Ranged};
+use ruff_python_parser::{lexer, AsMode, Tok};
 use ruff_source_file::Locator;
 use ruff_text_size::TextRange;
 
@@ -119,12 +119,18 @@ fn match_encoding_arg(arguments: &Arguments) -> Option<EncodingArg> {
 }
 
 /// Return a [`Fix`] replacing the call to encode with a byte string.
-fn replace_with_bytes_literal<T: Ranged>(locator: &Locator, expr: &T) -> Fix {
+fn replace_with_bytes_literal<T: Ranged>(
+    locator: &Locator,
+    expr: &T,
+    source_type: PySourceType,
+) -> Fix {
     // Build up a replacement string by prefixing all string tokens with `b`.
     let contents = locator.slice(expr.range());
     let mut replacement = String::with_capacity(contents.len() + 1);
     let mut prev = expr.start();
-    for (tok, range) in lexer::lex_starts_at(contents, Mode::Module, expr.start()).flatten() {
+    for (tok, range) in
+        lexer::lex_starts_at(contents, source_type.as_mode(), expr.start()).flatten()
+    {
         match tok {
             Tok::Dot => break,
             Tok::String { .. } => {
@@ -166,7 +172,11 @@ pub(crate) fn unnecessary_encode_utf8(checker: &mut Checker, call: &ast::ExprCal
                         call.range(),
                     );
                     if checker.patch(Rule::UnnecessaryEncodeUTF8) {
-                        diagnostic.set_fix(replace_with_bytes_literal(checker.locator(), call));
+                        diagnostic.set_fix(replace_with_bytes_literal(
+                            checker.locator(),
+                            call,
+                            checker.source_type,
+                        ));
                     }
                     checker.diagnostics.push(diagnostic);
                 } else if let EncodingArg::Keyword(kwarg) = encoding_arg {
@@ -185,6 +195,7 @@ pub(crate) fn unnecessary_encode_utf8(checker: &mut Checker, call: &ast::ExprCal
                                 &call.arguments,
                                 Parentheses::Preserve,
                                 checker.locator(),
+                                checker.source_type,
                             )
                             .map(Fix::automatic)
                         });
@@ -205,6 +216,7 @@ pub(crate) fn unnecessary_encode_utf8(checker: &mut Checker, call: &ast::ExprCal
                                 &call.arguments,
                                 Parentheses::Preserve,
                                 checker.locator(),
+                                checker.source_type,
                             )
                             .map(Fix::automatic)
                         });
@@ -232,6 +244,7 @@ pub(crate) fn unnecessary_encode_utf8(checker: &mut Checker, call: &ast::ExprCal
                                 &call.arguments,
                                 Parentheses::Preserve,
                                 checker.locator(),
+                                checker.source_type,
                             )
                             .map(Fix::automatic)
                         });
@@ -252,6 +265,7 @@ pub(crate) fn unnecessary_encode_utf8(checker: &mut Checker, call: &ast::ExprCal
                                 &call.arguments,
                                 Parentheses::Preserve,
                                 checker.locator(),
+                                checker.source_type,
                             )
                             .map(Fix::automatic)
                         });
diff --git a/crates/ruff/src/rules/pyupgrade/rules/useless_object_inheritance.rs b/crates/ruff/src/rules/pyupgrade/rules/useless_object_inheritance.rs
index 127ab261c8b96..3736942d8460e 100644
--- a/crates/ruff/src/rules/pyupgrade/rules/useless_object_inheritance.rs
+++ b/crates/ruff/src/rules/pyupgrade/rules/useless_object_inheritance.rs
@@ -69,8 +69,14 @@ pub(crate) fn useless_object_inheritance(checker: &mut Checker, class_def: &ast:
         );
         if checker.patch(diagnostic.kind.rule()) {
             diagnostic.try_set_fix(|| {
-                remove_argument(base, arguments, Parentheses::Remove, checker.locator())
-                    .map(Fix::automatic)
+                remove_argument(
+                    base,
+                    arguments,
+                    Parentheses::Remove,
+                    checker.locator(),
+                    checker.source_type,
+                )
+                .map(Fix::automatic)
             });
         }
         checker.diagnostics.push(diagnostic);
diff --git a/crates/ruff/src/test.rs b/crates/ruff/src/test.rs
index 9e72487231e11..b89ce5a80fd93 100644
--- a/crates/ruff/src/test.rs
+++ b/crates/ruff/src/test.rs
@@ -7,11 +7,14 @@ use std::path::Path;
 use anyhow::Result;
 use itertools::Itertools;
 use ruff_python_parser::lexer::LexResult;
+
 use rustc_hash::FxHashMap;
 
 use ruff_diagnostics::{AutofixKind, Diagnostic};
+use ruff_python_ast::PySourceType;
 use ruff_python_codegen::Stylist;
 use ruff_python_index::Indexer;
+use ruff_python_parser::AsMode;
 use ruff_python_trivia::textwrap::dedent;
 use ruff_source_file::{Locator, SourceFileBuilder};
 
@@ -61,8 +64,9 @@ pub(crate) fn test_notebook_path(
     path: impl AsRef<Path>,
     expected: impl AsRef<Path>,
     settings: &Settings,
-) -> Result<(Vec<Message>, SourceKind)> {
+) -> Result<(Vec<Message>, SourceKind, SourceKind)> {
     let mut source_kind = SourceKind::Jupyter(read_jupyter_notebook(path.as_ref())?);
+    let original_source_kind = source_kind.clone();
     let messages = test_contents(&mut source_kind, path.as_ref(), settings);
     let expected_notebook = read_jupyter_notebook(expected.as_ref())?;
     if let SourceKind::Jupyter(notebook) = &source_kind {
@@ -70,7 +74,7 @@ pub(crate) fn test_notebook_path(
         assert_eq!(notebook.index(), expected_notebook.index());
         assert_eq!(notebook.content(), expected_notebook.content());
     };
-    Ok((messages, source_kind))
+    Ok((messages, original_source_kind, source_kind))
 }
 
 /// Run [`check_path`] on a snippet of Python code.
@@ -100,7 +104,8 @@ pub(crate) fn max_iterations() -> usize {
 /// asserts that autofixes converge after a fixed number of iterations.
 fn test_contents(source_kind: &mut SourceKind, path: &Path, settings: &Settings) -> Vec<Message> {
     let contents = source_kind.content().to_string();
-    let tokens: Vec<LexResult> = ruff_python_parser::tokenize(&contents);
+    let source_type = PySourceType::from(path);
+    let tokens: Vec<LexResult> = ruff_python_parser::tokenize(&contents, source_type.as_mode());
     let locator = Locator::new(&contents);
     let stylist = Stylist::from_tokens(&tokens, &locator);
     let indexer = Indexer::from_tokens(&tokens, &locator);
@@ -125,6 +130,7 @@ fn test_contents(source_kind: &mut SourceKind, path: &Path, settings: &Settings)
         settings,
         flags::Noqa::Enabled,
         Some(source_kind),
+        source_type,
     );
 
     let source_has_errors = error.is_some();
@@ -162,7 +168,8 @@ fn test_contents(source_kind: &mut SourceKind, path: &Path, settings: &Settings)
                 notebook.update(&source_map, &fixed_contents);
             };
 
-            let tokens: Vec<LexResult> = ruff_python_parser::tokenize(&fixed_contents);
+            let tokens: Vec<LexResult> =
+                ruff_python_parser::tokenize(&fixed_contents, source_type.as_mode());
             let locator = Locator::new(&fixed_contents);
             let stylist = Stylist::from_tokens(&tokens, &locator);
             let indexer = Indexer::from_tokens(&tokens, &locator);
@@ -187,6 +194,7 @@ fn test_contents(source_kind: &mut SourceKind, path: &Path, settings: &Settings)
                 settings,
                 flags::Noqa::Enabled,
                 Some(source_kind),
+                source_type,
             );
 
             if let Some(fixed_error) = fixed_error {
diff --git a/crates/ruff_benchmark/benches/linter.rs b/crates/ruff_benchmark/benches/linter.rs
index 7abaa4fdafa25..a93f5dbb2817a 100644
--- a/crates/ruff_benchmark/benches/linter.rs
+++ b/crates/ruff_benchmark/benches/linter.rs
@@ -9,6 +9,7 @@ use ruff::linter::lint_only;
 use ruff::settings::{flags, Settings};
 use ruff::RuleSelector;
 use ruff_benchmark::{TestCase, TestCaseSpeed, TestFile, TestFileDownloadError};
+use ruff_python_ast::PySourceType;
 
 #[cfg(target_os = "windows")]
 #[global_allocator]
@@ -57,13 +58,15 @@ fn benchmark_linter(mut group: BenchmarkGroup<WallTime>, settings: &Settings) {
             &case,
             |b, case| {
                 b.iter(|| {
+                    let path = case.path();
                     let result = lint_only(
                         case.code(),
-                        &case.path(),
+                        &path,
                         None,
                         settings,
                         flags::Noqa::Enabled,
                         None,
+                        PySourceType::from(path.as_path()),
                     );
 
                     // Assert that file contains no parse errors
diff --git a/crates/ruff_cli/src/diagnostics.rs b/crates/ruff_cli/src/diagnostics.rs
index 54ce93a57dbeb..5ad6a50fd2788 100644
--- a/crates/ruff_cli/src/diagnostics.rs
+++ b/crates/ruff_cli/src/diagnostics.rs
@@ -29,7 +29,8 @@ use ruff::{fs, IOError};
 use ruff_diagnostics::Diagnostic;
 use ruff_macros::CacheKey;
 use ruff_python_ast::imports::ImportMap;
-use ruff_python_stdlib::path::{is_jupyter_notebook, is_project_toml};
+use ruff_python_ast::PySourceType;
+use ruff_python_stdlib::path::is_project_toml;
 use ruff_source_file::{LineIndex, SourceCode, SourceFileBuilder};
 
 #[derive(CacheKey)]
@@ -211,8 +212,10 @@ pub(crate) fn lint_path(
         });
     }
 
+    let source_type = PySourceType::from(path);
+
     // Read the file from disk
-    let mut source_kind = if is_jupyter_notebook(path) {
+    let mut source_kind = if source_type.is_jupyter() {
         match load_jupyter_notebook(path) {
             Ok(notebook) => SourceKind::Jupyter(notebook),
             Err(diagnostic) => return Ok(*diagnostic),
@@ -249,6 +252,7 @@ pub(crate) fn lint_path(
             noqa,
             &settings.lib,
             &mut source_kind,
+            source_type,
         ) {
             if !fixed.is_empty() {
                 match autofix {
@@ -335,6 +339,7 @@ pub(crate) fn lint_path(
                 &settings.lib,
                 noqa,
                 Some(&source_kind),
+                source_type,
             );
             let fixed = FxHashMap::default();
             (result, fixed)
@@ -347,6 +352,7 @@ pub(crate) fn lint_path(
             &settings.lib,
             noqa,
             Some(&source_kind),
+            source_type,
         );
         let fixed = FxHashMap::default();
         (result, fixed)
@@ -396,6 +402,8 @@ pub(crate) fn lint_stdin(
     autofix: flags::FixMode,
 ) -> Result<Diagnostics> {
     let mut source_kind = SourceKind::Python(contents.to_string());
+    let source_type = PySourceType::default();
+
     // Lint the inputs.
     let (
         LinterResult {
@@ -415,6 +423,7 @@ pub(crate) fn lint_stdin(
             noqa,
             settings,
             &mut source_kind,
+            source_type,
         ) {
             match autofix {
                 flags::FixMode::Apply => {
@@ -450,6 +459,7 @@ pub(crate) fn lint_stdin(
                 settings,
                 noqa,
                 Some(&source_kind),
+                source_type,
             );
             let fixed = FxHashMap::default();
 
@@ -468,6 +478,7 @@ pub(crate) fn lint_stdin(
             settings,
             noqa,
             Some(&source_kind),
+            source_type,
         );
         let fixed = FxHashMap::default();
         (result, fixed)
diff --git a/crates/ruff_dev/src/print_ast.rs b/crates/ruff_dev/src/print_ast.rs
index fc141b13e7637..14aa14bfac6d7 100644
--- a/crates/ruff_dev/src/print_ast.rs
+++ b/crates/ruff_dev/src/print_ast.rs
@@ -5,18 +5,26 @@ use std::fs;
 use std::path::PathBuf;
 
 use anyhow::Result;
-use ruff_python_parser::parse_suite;
+use ruff_python_parser::{parse, Mode};
 
 #[derive(clap::Args)]
 pub(crate) struct Args {
     /// Python file for which to generate the AST.
     #[arg(required = true)]
     file: PathBuf,
+    /// Run in Jupyter mode i.e., allow line magics.
+    #[arg(long)]
+    jupyter: bool,
 }
 
 pub(crate) fn main(args: &Args) -> Result<()> {
     let contents = fs::read_to_string(&args.file)?;
-    let python_ast = parse_suite(&contents, &args.file.to_string_lossy())?;
+    let mode = if args.jupyter {
+        Mode::Jupyter
+    } else {
+        Mode::Module
+    };
+    let python_ast = parse(&contents, mode, &args.file.to_string_lossy())?;
     println!("{python_ast:#?}");
     Ok(())
 }
diff --git a/crates/ruff_dev/src/print_tokens.rs b/crates/ruff_dev/src/print_tokens.rs
index 573337e3f7fc2..c3e17904bcb05 100644
--- a/crates/ruff_dev/src/print_tokens.rs
+++ b/crates/ruff_dev/src/print_tokens.rs
@@ -12,11 +12,19 @@ pub(crate) struct Args {
     /// Python file for which to generate the AST.
     #[arg(required = true)]
     file: PathBuf,
+    /// Run in Jupyter mode i.e., allow line magics (`%`, `!`, `?`, `/`, `,`, `;`).
+    #[arg(long)]
+    jupyter: bool,
 }
 
 pub(crate) fn main(args: &Args) -> Result<()> {
     let contents = fs::read_to_string(&args.file)?;
-    for (tok, range) in lexer::lex(&contents, Mode::Module).flatten() {
+    let mode = if args.jupyter {
+        Mode::Jupyter
+    } else {
+        Mode::Module
+    };
+    for (tok, range) in lexer::lex(&contents, mode).flatten() {
         println!(
             "{start:#?} {tok:#?} {end:#?}",
             start = range.start(),
diff --git a/crates/ruff_python_parser/src/lib.rs b/crates/ruff_python_parser/src/lib.rs
index 0697099a43af2..0e0d607a12768 100644
--- a/crates/ruff_python_parser/src/lib.rs
+++ b/crates/ruff_python_parser/src/lib.rs
@@ -114,7 +114,7 @@ pub use parser::{
     parse, parse_expression, parse_expression_starts_at, parse_program, parse_starts_at,
     parse_suite, parse_tokens, ParseError, ParseErrorType,
 };
-use ruff_python_ast::{CmpOp, Expr, Mod, Ranged, Suite};
+use ruff_python_ast::{CmpOp, Expr, Mod, PySourceType, Ranged, Suite};
 use ruff_text_size::{TextRange, TextSize};
 pub use string::FStringErrorType;
 pub use token::{StringKind, Tok, TokenKind};
@@ -130,9 +130,9 @@ mod token;
 pub mod typing;
 
 /// Collect tokens up to and including the first error.
-pub fn tokenize(contents: &str) -> Vec<LexResult> {
+pub fn tokenize(contents: &str, mode: Mode) -> Vec<LexResult> {
     let mut tokens: Vec<LexResult> = vec![];
-    for tok in lexer::lex(contents, Mode::Module) {
+    for tok in lexer::lex(contents, mode) {
         let is_err = tok.is_err();
         tokens.push(tok);
         if is_err {
@@ -146,17 +146,32 @@ pub fn tokenize(contents: &str) -> Vec<LexResult> {
 pub fn parse_program_tokens(
     lxr: Vec<LexResult>,
     source_path: &str,
+    is_jupyter_notebook: bool,
 ) -> anyhow::Result<Suite, ParseError> {
-    match parse_tokens(lxr, Mode::Module, source_path)? {
+    let mode = if is_jupyter_notebook {
+        Mode::Jupyter
+    } else {
+        Mode::Module
+    };
+    match parse_tokens(lxr, mode, source_path)? {
         Mod::Module(m) => Ok(m.body),
         Mod::Expression(_) => unreachable!("Mode::Module doesn't return other variant"),
     }
 }
 
 /// Return the `Range` of the first `Tok::Colon` token in a `Range`.
-pub fn first_colon_range(range: TextRange, source: &str) -> Option<TextRange> {
+pub fn first_colon_range(
+    range: TextRange,
+    source: &str,
+    is_jupyter_notebook: bool,
+) -> Option<TextRange> {
     let contents = &source[range];
-    let range = lexer::lex_starts_at(contents, Mode::Module, range.start())
+    let mode = if is_jupyter_notebook {
+        Mode::Jupyter
+    } else {
+        Mode::Module
+    };
+    let range = lexer::lex_starts_at(contents, mode, range.start())
         .flatten()
         .find(|(tok, _)| tok.is_colon())
         .map(|(_, range)| range);
@@ -308,6 +323,19 @@ impl std::str::FromStr for Mode {
     }
 }
 
+pub trait AsMode {
+    fn as_mode(&self) -> Mode;
+}
+
+impl AsMode for PySourceType {
+    fn as_mode(&self) -> Mode {
+        match self {
+            PySourceType::Python | PySourceType::Stub => Mode::Module,
+            PySourceType::Jupyter => Mode::Jupyter,
+        }
+    }
+}
+
 /// Returned when a given mode is not valid.
 #[derive(Debug)]
 pub struct ModeParseError;
@@ -357,6 +385,7 @@ mod tests {
         let range = first_colon_range(
             TextRange::new(TextSize::from(0), contents.text_len()),
             contents,
+            false,
         )
         .unwrap();
         assert_eq!(&contents[range], ":");
diff --git a/crates/ruff_shrinking/src/main.rs b/crates/ruff_shrinking/src/main.rs
index 4c62cfa35534f..5efef3a728464 100644
--- a/crates/ruff_shrinking/src/main.rs
+++ b/crates/ruff_shrinking/src/main.rs
@@ -36,6 +36,7 @@ use regex::Regex;
 use ruff_python_ast::statement_visitor::{walk_body, walk_stmt, StatementVisitor};
 use ruff_python_ast::visitor::{walk_expr, Visitor};
 use ruff_python_ast::{Expr, Ranged, Stmt, Suite};
+use ruff_python_parser::Mode;
 use ruff_text_size::TextRange;
 use std::collections::HashMap;
 use std::path::{Path, PathBuf};
@@ -275,7 +276,7 @@ impl Strategy for StrategyRemoveToken {
         input: &'a str,
         _ast: &'a Suite,
     ) -> Result<Box<dyn ExactSizeStringIter + 'a>> {
-        let token_ranges: Vec<_> = ruff_python_parser::tokenize(input)
+        let token_ranges: Vec<_> = ruff_python_parser::tokenize(input, Mode::Module)
             .into_iter()
             // At this point we know we have valid python code
             .map(Result::unwrap)
@@ -320,9 +321,9 @@ fn minimization_step(
     pattern: &Regex,
     last_strategy_and_idx: Option<(&'static dyn Strategy, usize)>,
 ) -> Result<Option<(&'static dyn Strategy, usize, String)>> {
-    let tokens = ruff_python_parser::tokenize(input);
-    let ast =
-        ruff_python_parser::parse_program_tokens(tokens, "input.py").context("not valid python")?;
+    let tokens = ruff_python_parser::tokenize(input, Mode::Module);
+    let ast = ruff_python_parser::parse_program_tokens(tokens, "input.py", false)
+        .context("not valid python")?;
 
     // Try the last succeeding strategy first, skipping all that failed last time
     if let Some((last_strategy, last_idx)) = last_strategy_and_idx {
diff --git a/crates/ruff_wasm/src/lib.rs b/crates/ruff_wasm/src/lib.rs
index 9180a8c3983f9..d8aa2c0e64193 100644
--- a/crates/ruff_wasm/src/lib.rs
+++ b/crates/ruff_wasm/src/lib.rs
@@ -25,6 +25,7 @@ use ruff_python_ast::PySourceType;
 use ruff_python_codegen::Stylist;
 use ruff_python_formatter::{format_module, format_node, PyFormatOptions};
 use ruff_python_index::{CommentRangesBuilder, Indexer};
+use ruff_python_parser::AsMode;
 use ruff_source_file::{Locator, SourceLocation};
 
 #[wasm_bindgen(typescript_custom_section)]
@@ -197,8 +198,10 @@ impl Workspace {
     }
 
     pub fn check(&self, contents: &str) -> Result<JsValue, Error> {
+        let source_type = PySourceType::default();
+
         // Tokenize once.
-        let tokens: Vec<LexResult> = ruff_python_parser::tokenize(contents);
+        let tokens: Vec<LexResult> = ruff_python_parser::tokenize(contents, source_type.as_mode());
 
         // Map row and column locations to byte slices (lazily).
         let locator = Locator::new(contents);
@@ -228,6 +231,7 @@ impl Workspace {
             &self.settings,
             flags::Noqa::Enabled,
             None,
+            source_type,
         );
 
         let source_code = locator.to_source_code();