diff --git a/pkgs/by-name/an/androguard/package.nix b/pkgs/by-name/an/androguard/package.nix
index a9e9965f5dfd..0b44d5f84620 100644
--- a/pkgs/by-name/an/androguard/package.nix
+++ b/pkgs/by-name/an/androguard/package.nix
@@ -2,11 +2,4 @@
   python3Packages,
 }:
 
-let
-  pythonPackages = python3Packages.overrideScope (
-    self: super: {
-      sqlalchemy = self.sqlalchemy_1_4;
-    }
-  );
-in
-pythonPackages.toPythonApplication pythonPackages.androguard
+python3Packages.toPythonApplication python3Packages.androguard
diff --git a/pkgs/by-name/di/diffoscope/package.nix b/pkgs/by-name/di/diffoscope/package.nix
index 5898aba19644..4832f52dafad 100644
--- a/pkgs/by-name/di/diffoscope/package.nix
+++ b/pkgs/by-name/di/diffoscope/package.nix
@@ -85,8 +85,6 @@ let
   python = python3.override {
     self = python;
     packageOverrides = final: prev: {
-      # version 2 breaks dataset and thus androguard
-      sqlalchemy = prev.sqlalchemy_1_4;
       # version 4 or newer would log the following error but tests currently don't fail because radare2 is disabled
       # ValueError: argument TNULL is not a TLSH hex string
       tlsh = prev.tlsh.overridePythonAttrs (
diff --git a/pkgs/by-name/fd/fdroidserver/package.nix b/pkgs/by-name/fd/fdroidserver/package.nix
index b8cf0d26d0f3..dd622c371a77 100644
--- a/pkgs/by-name/fd/fdroidserver/package.nix
+++ b/pkgs/by-name/fd/fdroidserver/package.nix
@@ -7,14 +7,7 @@
   installShellFiles,
 }:
 
-let
-  pythonPackages = python3Packages.overrideScope (
-    self: super: {
-      sqlalchemy = self.sqlalchemy_1_4;
-    }
-  );
-in
-pythonPackages.buildPythonApplication (finalAttrs: {
+python3Packages.buildPythonApplication (finalAttrs: {
   pname = "fdroidserver";
   version = "2.4.3";
 
@@ -43,7 +36,7 @@ pythonPackages.buildPythonApplication (finalAttrs: {
   '';
 
   preConfigure = ''
-    ${pythonPackages.python.pythonOnBuildForHost.interpreter} setup.py compile_catalog
+    ${python3Packages.python.pythonOnBuildForHost.interpreter} setup.py compile_catalog
   '';
 
   postInstall = ''
@@ -55,12 +48,12 @@ pythonPackages.buildPythonApplication (finalAttrs: {
 
   nativeBuildInputs = [ installShellFiles ];
 
-  build-system = with pythonPackages; [
+  build-system = with python3Packages; [
     setuptools
     babel
   ];
 
-  dependencies = with pythonPackages; [
+  dependencies = with python3Packages; [
     androguard
     biplist
     clint
diff --git a/pkgs/by-name/qu/quark-engine/package.nix b/pkgs/by-name/qu/quark-engine/package.nix
index b0a38f3ca42f..7b7fef2f031f 100644
--- a/pkgs/by-name/qu/quark-engine/package.nix
+++ b/pkgs/by-name/qu/quark-engine/package.nix
@@ -11,7 +11,6 @@ let
       pytest-randomly = super.pytest-randomly.overridePythonAttrs {
         doCheck = false;
       };
-      sqlalchemy = self.sqlalchemy_1_4;
     }
   );
 in
diff --git a/pkgs/development/python-modules/dataset/default.nix b/pkgs/development/python-modules/dataset/default.nix
index 5ed0fe4008e0..8cd68961990f 100644
--- a/pkgs/development/python-modules/dataset/default.nix
+++ b/pkgs/development/python-modules/dataset/default.nix
@@ -1,47 +1,42 @@
 {
   lib,
-  setuptools,
+  hatchling,
   alembic,
-  banal,
   buildPythonPackage,
   fetchFromGitHub,
   sqlalchemy,
+  pytestCheckHook,
 }:
 
 buildPythonPackage rec {
   pname = "dataset";
-  version = "1.6.2";
+  version = "2.0.0";
   pyproject = true;
 
   src = fetchFromGitHub {
     owner = "pudo";
     repo = "dataset";
     tag = version;
-    hash = "sha256-hu1Qa5r3eT+xHFrCuYyJ9ZWvyoJBsisO34zvkch65Tc=";
+    hash = "sha256-A8X1Gv+b+K90LAZ5YDjeUbl3Y1fiaFwGj6urapLN3AQ=";
   };
 
   build-system = [
-    setuptools
+    hatchling
   ];
 
   dependencies = [
     alembic
-    banal
     sqlalchemy
   ];
 
-  # checks attempt to import nonexistent module 'test.test' and fail
-  doCheck = false;
-
   pythonImportsCheck = [ "dataset" ];
 
+  nativeCheckInputs = [ pytestCheckHook ];
+
   meta = {
     description = "Toolkit for Python-based database access";
     homepage = "https://dataset.readthedocs.io";
     license = lib.licenses.mit;
     maintainers = with lib.maintainers; [ xfnw ];
-    # SQLAlchemy >= 2.0.0 is unsupported
-    # https://github.com/pudo/dataset/issues/411
-    broken = lib.versionAtLeast sqlalchemy.version "2.0.0";
   };
 }