rule[flake8-import-conventions]: Add a rule for BannedImportAlias

crates/ruff/resources/test/fixtures/flake8_import_conventions/custom_banned.py

@@ -0,0 +1,15 @@
+import typing as t  # banned
+import typing as ty  # banned
+
+import numpy as nmp  # banned
+import numpy as npy  # banned
+import tensorflow.keras.backend as K  # banned
+import torch.nn.functional as F  # banned
+from tensorflow.keras import backend as K  # banned
+from torch.nn import functional as F  # banned
+
+from typing import Any  # ok
+
+import numpy as np  # ok
+import tensorflow as tf  # ok
+import torch.nn as nn  # ok

crates/ruff/src/checkers/ast/mod.rs

@@ -1077,6 +1077,19 @@ where
                         }
                     }
 
+                    if self.settings.rules.enabled(Rule::BannedImportAlias) {
+                        if let Some(diagnostic) =
+                            flake8_import_conventions::rules::check_banned_import(
+                                stmt,
+                                &alias.node.name,
+                                alias.node.asname.as_deref(),
+                                &self.settings.flake8_import_conventions.banned_aliases,
+                            )
+                        {
+                            self.diagnostics.push(diagnostic);
+                        }
+                    }
+
                     if self
                         .settings
                         .rules
@@ -1339,6 +1352,24 @@ where
                         }
                     }
 
+                    if self.settings.rules.enabled(Rule::BannedImportAlias) {
+                        let full_name = helpers::format_import_from_member(
+                            *level,
+                            module.as_deref(),
+                            &alias.node.name,
+                        );
+                        if let Some(diagnostic) =
+                            flake8_import_conventions::rules::check_banned_import(
+                                stmt,
+                                &full_name,
+                                alias.node.asname.as_deref(),
+                                &self.settings.flake8_import_conventions.banned_aliases,
+                            )
+                        {
+                            self.diagnostics.push(diagnostic);
+                        }
+                    }
+
                     if let Some(asname) = &alias.node.asname {
                         if self
                             .settings

crates/ruff/src/codes.rs

@@ -525,6 +525,7 @@ pub fn code_to_rule(linter: Linter, code: &str) -> Option<Rule> {
 
         // flake8-import-conventions
         (Flake8ImportConventions, "001") => Rule::UnconventionalImportAlias,
+        (Flake8ImportConventions, "002") => Rule::BannedImportAlias,
 
         // flake8-datetimez
         (Flake8Datetimez, "001") => Rule::CallDatetimeWithoutTzinfo,

crates/ruff/src/registry.rs

@@ -482,6 +482,7 @@ ruff_macros::register_rules!(
     rules::flake8_unused_arguments::rules::UnusedLambdaArgument,
     // flake8-import-conventions
     rules::flake8_import_conventions::rules::UnconventionalImportAlias,
+    rules::flake8_import_conventions::rules::BannedImportAlias,
     // flake8-datetimez
     rules::flake8_datetimez::rules::CallDatetimeWithoutTzinfo,
     rules::flake8_datetimez::rules::CallDatetimeToday,

crates/ruff/src/rules/flake8_import_conventions/mod.rs

@@ -35,6 +35,7 @@ mod tests {
                         ("dask.array".to_string(), "da".to_string()),
                         ("dask.dataframe".to_string(), "dd".to_string()),
                     ])),
+                    banned_aliases: None,
                 }
                 .into(),
                 ..Settings::for_rule(Rule::UnconventionalImportAlias)
@@ -44,6 +45,38 @@ mod tests {
         Ok(())
     }
 
+    #[test]
+    fn custom_banned() -> Result<()> {
+        let diagnostics = test_path(
+            Path::new("flake8_import_conventions/custom_banned.py"),
+            &Settings {
+                flake8_import_conventions: super::settings::Options {
+                    aliases: None,
+                    extend_aliases: None,
+                    banned_aliases: Some(FxHashMap::from_iter([
+                        (
+                            "typing".to_string(),
+                            vec!["t".to_string(), "ty".to_string()],
+                        ),
+                        (
+                            "numpy".to_string(),
+                            vec!["nmp".to_string(), "npy".to_string()],
+                        ),
+                        (
+                            "tensorflow.keras.backend".to_string(),
+                            vec!["K".to_string()],
+                        ),
+                        ("torch.nn.functional".to_string(), vec!["F".to_string()]),
+                    ])),
+                }
+                .into(),
+                ..Settings::for_rule(Rule::BannedImportAlias)
+            },
+        )?;
+        assert_yaml_snapshot!("custom_banned", diagnostics);
+        Ok(())
+    }
+
     #[test]
     fn remove_defaults() -> Result<()> {
         let diagnostics = test_path(
@@ -57,6 +90,7 @@ mod tests {
                         ("seaborn".to_string(), "sns".to_string()),
                     ])),
                     extend_aliases: None,
+                    banned_aliases: None,
                 }
                 .into(),
                 ..Settings::for_rule(Rule::UnconventionalImportAlias)
@@ -77,6 +111,7 @@ mod tests {
                         "numpy".to_string(),
                         "nmp".to_string(),
                     )])),
+                    banned_aliases: None,
                 }
                 .into(),
                 ..Settings::for_rule(Rule::UnconventionalImportAlias)
@@ -100,6 +135,7 @@ mod tests {
                             "pstr".to_string(),
                         ),
                     ])),
+                    banned_aliases: None,
                 }
                 .into(),
                 ..Settings::for_rule(Rule::UnconventionalImportAlias)

crates/ruff/src/rules/flake8_import_conventions/rules/check_banned_import.rs

@@ -0,0 +1,70 @@
+use rustc_hash::FxHashMap;
+use rustpython_parser::ast::Stmt;
+
+use ruff_diagnostics::{Diagnostic, Violation};
+use ruff_macros::{derive_message_formats, violation};
+use ruff_python_ast::types::Range;
+
+/// ## What it does
+/// Checks for imports that should not be using a non-standard convention,
+/// like `import tensorflow.keras.backend as K`, and suggest avoiding such practice.
+///
+/// ## Why is this bad?
+/// Consistency is good. Avoid using a non-standard convention for imports violating
+/// PEP 8 principle to make your code more readable idiomatic.
+///
+/// For example, `import tensorflow.keras.backend as K` is an example of violating
+/// PEP 8 principle, and users should typically avoid such imports in large codebases.
+///
+/// ## Example
+/// ```python
+/// import tensorflow.keras.backend as K
+/// ```
+///
+/// Use instead, for example,:
+/// ```python
+/// import tensorflow as tf
+/// ...
+/// tf.keras.backend
+/// ```
+#[violation]
+pub struct BannedImportAlias(pub String, pub String);
+
+impl Violation for BannedImportAlias {
+    #[derive_message_formats]
+    fn message(&self) -> String {
+        let BannedImportAlias(name, asname) = self;
+        format!("`{name}` should not be imported as `{asname}`")
+    }
+}
+
+/// ICN002
+pub fn check_banned_import(
+    import_from: &Stmt,
+    name: &str,
+    asname: Option<&str>,
+    banned_conventions: &FxHashMap<String, Vec<String>>,
+) -> Option<Diagnostic> {
+    if let Some(banned_aliases) = banned_conventions.get(name) {
+        let mut is_valid_import = true;
+        for banned_alias in banned_aliases {
+            if !banned_alias.is_empty() {
+                if let Some(alias) = asname {
+                    if banned_alias == alias {
+                        is_valid_import = false;
+                    }
+                } else {
+                    is_valid_import = false;
+                }
+                break;
+            }
+        }
+        if !is_valid_import {
+            return Some(Diagnostic::new(
+                BannedImportAlias(name.to_string(), banned_aliases.join(", ")),
+                Range::from(import_from),
+            ));
+        }
+    }
+    None
+}

crates/ruff/src/rules/flake8_import_conventions/rules/mod.rs

@@ -0,0 +1,5 @@
+pub use check_banned_import::{check_banned_import, BannedImportAlias};
+pub use check_conventional_import::{check_conventional_import, UnconventionalImportAlias};
+
+mod check_banned_import;
+mod check_conventional_import;

crates/ruff/src/rules/flake8_import_conventions/settings.rs

@@ -59,11 +59,23 @@ pub struct Options {
     /// A mapping of modules to their conventional import aliases. These aliases
     /// will be added to the `aliases` mapping.
     pub extend_aliases: Option<FxHashMap<String, String>>,
+    #[option(
+        default = r#"{}"#,
+        value_type = "dict[str, list[str]]",
+        example = r#"
+            [tool.ruff.flake8-import-conventions.banned-aliases]
+            # Declare the banned aliases.
+            "tensorflow.keras.backend" = ["K"]
+    "#
+    )]
+    /// A mapping of modules to their banned import aliases.
+    pub banned_aliases: Option<FxHashMap<String, Vec<String>>>,
 }
 
 #[derive(Debug, CacheKey)]
 pub struct Settings {
     pub aliases: FxHashMap<String, String>,
+    pub banned_aliases: FxHashMap<String, Vec<String>>,
 }
 
 fn default_aliases() -> FxHashMap<String, String> {
@@ -73,29 +85,38 @@ fn default_aliases() -> FxHashMap<String, String> {
         .collect::<FxHashMap<_, _>>()
 }
 
-fn resolve_aliases(options: Options) -> FxHashMap<String, String> {
+fn resolve_aliases(
+    options: Options,
+) -> (FxHashMap<String, String>, FxHashMap<String, Vec<String>>) {
     let mut aliases = match options.aliases {
         Some(options_aliases) => options_aliases,
         None => default_aliases(),
     };
     if let Some(extend_aliases) = options.extend_aliases {
         aliases.extend(extend_aliases);
     }
-    aliases
+    let banned_aliases = match options.banned_aliases {
+        Some(options_banned_aliases) => options_banned_aliases,
+        None => FxHashMap::default(),
+    };
+    (aliases, banned_aliases)
 }
 
 impl Default for Settings {
     fn default() -> Self {
         Self {
             aliases: default_aliases(),
+            banned_aliases: FxHashMap::default(),
         }
     }
 }
 
 impl From<Options> for Settings {
     fn from(options: Options) -> Self {
+        let (aliases, banned_aliases) = resolve_aliases(options);
         Self {
-            aliases: resolve_aliases(options),
+            aliases,
+            banned_aliases,
         }
     }
 }
@@ -105,6 +126,7 @@ impl From<Settings> for Options {
         Self {
             aliases: Some(settings.aliases),
             extend_aliases: None,
+            banned_aliases: None,
         }
     }
 }

crates/ruff/src/rules/flake8_import_conventions/snapshots/ruff__rules__flake8_import_conventions__tests__custom_banned.snap

@@ -0,0 +1,89 @@
+---
+source: crates/ruff/src/rules/flake8_import_conventions/mod.rs
+expression: diagnostics
+---
+- kind:
+    name: BannedImportAlias
+    body: "`typing` should not be imported as `t, ty`"
+    suggestion: ~
+    fixable: false
+  location:
+    row: 1
+    column: 0
+  end_location:
+    row: 1
+    column: 18
+  fix:
+    edits: []
+  parent: ~
+- kind:
+    name: BannedImportAlias
+    body: "`numpy` should not be imported as `nmp, npy`"
+    suggestion: ~
+    fixable: false
+  location:
+    row: 4
+    column: 0
+  end_location:
+    row: 4
+    column: 19
+  fix:
+    edits: []
+  parent: ~
+- kind:
+    name: BannedImportAlias
+    body: "`tensorflow.keras.backend` should not be imported as `K`"
+    suggestion: ~
+    fixable: false
+  location:
+    row: 6
+    column: 0
+  end_location:
+    row: 6
+    column: 36
+  fix:
+    edits: []
+  parent: ~
+- kind:
+    name: BannedImportAlias
+    body: "`torch.nn.functional` should not be imported as `F`"
+    suggestion: ~
+    fixable: false
+  location:
+    row: 7
+    column: 0
+  end_location:
+    row: 7
+    column: 31
+  fix:
+    edits: []
+  parent: ~
+- kind:
+    name: BannedImportAlias
+    body: "`tensorflow.keras.backend` should not be imported as `K`"
+    suggestion: ~
+    fixable: false
+  location:
+    row: 8
+    column: 0
+  end_location:
+    row: 8
+    column: 41
+  fix:
+    edits: []
+  parent: ~
+- kind:
+    name: BannedImportAlias
+    body: "`torch.nn.functional` should not be imported as `F`"
+    suggestion: ~
+    fixable: false
+  location:
+    row: 9
+    column: 0
+  end_location:
+    row: 9
+    column: 36
+  fix:
+    edits: []
+  parent: ~
+

crates/ruff/src/settings/pyproject.rs

@@ -378,6 +378,7 @@ other-attribute = 1
                         "dask.dataframe".to_string(),
                         "dd".to_string(),
                     )])),
+                    banned_aliases: None,
                 }),
                 mccabe: Some(mccabe::settings::Options {
                     max_complexity: Some(10),