Repository: pypa/pip
Pull request #12204 (2023-08-04 05:42:39)

Use a set for TargetPython.get_tags for performance
This makes a representative pip-compile about 1.6x faster

```
# Before
λ hyperfine -w 1 -M 3 -p 'rm req.txt || true' 'python -m piptools compile req.in --output-file req.txt --strip-extras --resolver=backtracking'
Benchmark 1: python -m piptools compile req.in --output-file req.txt --strip-extras --resolver=backtracking
  Time (mean ± σ):     28.552 s ±  2.552 s    [User: 20.477 s, System: 1.547 s]
  Range (min … max):   26.446 s … 31.390 s    3 runs

# After
λ hyperfine -w 1 -M 3 -p 'rm req.txt || true' 'python -m piptools compile req.in --output-file req.txt --strip-extras --resolver=backtracking'
Benchmark 1: python -m piptools compile req.in --output-file req.txt --strip-extras --resolver=backtracking
  Time (mean ± σ):     17.570 s ±  0.450 s    [User: 11.537 s, System: 1.345 s]
  Range (min … max):   17.095 s … 17.989 s    3 runs
```

This makes the set.isdisjoint operation done over here much cheaper: https://github.com/pypa/pip/blob/593b85f4a/src/pip/_internal/models/wheel.py#L92

The reason for this is because a Python usually has a lot of supported tags. The Python I used above has 2000 supported tags! Whereas a wheel usually only has one or two file tags.

The CPython code will unfortunately iterate over all 2000 tags to check if there's a match. Only if the other collection is a set will CPython think to swap the operands to iterate over the shorter collection: https://github.com/python/cpython/blob/35963da40f/Objects/setobject.c#L1352

hauntsaninja: Oh, also note I tried narrowing the type on `Wheel.supported` to only take `Set[Tag]` instead of `Iterable[Tag]`. It's pretty doable, let me know if I should pursue this.
uranusjr: I don’t see why we need to narrow it though. Iterable seems just fine to me.

Patch:
diff --git a/news/12204.feature.rst b/news/12204.feature.rst
new file mode 100644
index 000000000..6ffdf5123
--- /dev/null
+++ b/news/12204.feature.rst
@@ -0,0 +1,1 @@
+Improve use of datastructures to make candidate selection 1.6x faster
diff --git a/news/85F7E260-68FF-4C1E-A2CB-CF8634829D2D.trivial.rst b/news/85F7E260-68FF-4C1E-A2CB-CF8634829D2D.trivial.rst
new file mode 100644
index 000000000..e69de29bb
diff --git a/news/certifi.vendor.rst b/news/certifi.vendor.rst
new file mode 100644
index 000000000..aacd17183
--- /dev/null
+++ b/news/certifi.vendor.rst
@@ -0,0 +1,1 @@
+Upgrade certifi to 2023.7.22
diff --git a/src/pip/_internal/commands/debug.py b/src/pip/_internal/commands/debug.py
index 2a3e7d298..88a4f798d 100644
--- a/src/pip/_internal/commands/debug.py
+++ b/src/pip/_internal/commands/debug.py
@@ -105,7 +105,7 @@ def show_tags(options: Values) -> None:
     tag_limit = 10
 
     target_python = make_target_python(options)
-    tags = target_python.get_tags()
+    tags = target_python.get_sorted_tags()
 
     # Display the target options that were explicitly provided.
     formatted_target = target_python.format_given()
diff --git a/src/pip/_internal/index/package_finder.py b/src/pip/_internal/index/package_finder.py
index b6f8d57e8..2121ca327 100644
--- a/src/pip/_internal/index/package_finder.py
+++ b/src/pip/_internal/index/package_finder.py
@@ -198,7 +198,7 @@ class LinkEvaluator:
                     reason = f"wrong project name (not {self.project_name})"
                     return (LinkType.different_project, reason)
 
-                supported_tags = self._target_python.get_tags()
+                supported_tags = self._target_python.get_unsorted_tags()
                 if not wheel.supported(supported_tags):
                     # Include the wheel's tags in the reason string to
                     # simplify troubleshooting compatibility issues.
@@ -414,7 +414,7 @@ class CandidateEvaluator:
         if specifier is None:
             specifier = specifiers.SpecifierSet()
 
-        supported_tags = target_python.get_tags()
+        supported_tags = target_python.get_sorted_tags()
 
         return cls(
             project_name=project_name,
diff --git a/src/pip/_internal/models/target_python.py b/src/pip/_internal/models/target_python.py
index 744bd7ef5..67ea5da73 100644
--- a/src/pip/_internal/models/target_python.py
+++ b/src/pip/_internal/models/target_python.py
@@ -1,5 +1,5 @@
 import sys
-from typing import List, Optional, Tuple
+from typing import List, Optional, Set, Tuple
 
 from pip._vendor.packaging.tags import Tag
 
@@ -22,6 +22,7 @@ class TargetPython:
         "py_version",
         "py_version_info",
         "_valid_tags",
+        "_valid_tags_set",
     ]
 
     def __init__(
@@ -61,8 +62,9 @@ class TargetPython:
         self.py_version = py_version
         self.py_version_info = py_version_info
 
-        # This is used to cache the return value of get_tags().
+        # This is used to cache the return value of get_(un)sorted_tags.
         self._valid_tags: Optional[List[Tag]] = None
+        self._valid_tags_set: Optional[Set[Tag]] = None
 
     def format_given(self) -> str:
         """
@@ -84,7 +86,7 @@ class TargetPython:
             f"{key}={value!r}" for key, value in key_values if value is not None
         )
 
-    def get_tags(self) -> List[Tag]:
+    def get_sorted_tags(self) -> List[Tag]:
         """
         Return the supported PEP 425 tags to check wheel candidates against.
 
@@ -108,3 +110,13 @@ class TargetPython:
             self._valid_tags = tags
 
         return self._valid_tags
+
+    def get_unsorted_tags(self) -> Set[Tag]:
+        """Exactly the same as get_sorted_tags, but returns a set.
+
+        This is important for performance.
+        """
+        if self._valid_tags_set is None:
+            self._valid_tags_set = set(self.get_sorted_tags())
+
+        return self._valid_tags_set
diff --git a/src/pip/_internal/req/req_install.py b/src/pip/_internal/req/req_install.py
index 1f479713a..542d6c78f 100644
--- a/src/pip/_internal/req/req_install.py
+++ b/src/pip/_internal/req/req_install.py
@@ -1,6 +1,3 @@
-# The following comment should be removed at some point in the future.
-# mypy: strict-optional=False
-
 import functools
 import logging
 import os
@@ -244,6 +241,7 @@ class InstallRequirement:
 
     @property
     def specifier(self) -> SpecifierSet:
+        assert self.req is not None
         return self.req.specifier
 
     @property
@@ -257,7 +255,8 @@ class InstallRequirement:
 
         For example, some-package==1.2 is pinned; some-package>1.2 is not.
         """
-        specifiers = self.specifier
+        assert self.req is not None
+        specifiers = self.req.specifier
         return len(specifiers) == 1 and next(iter(specifiers)).operator in {"==", "==="}
 
     def match_markers(self, extras_requested: Optional[Iterable[str]] = None) -> bool:
@@ -305,6 +304,7 @@ class InstallRequirement:
         else:
             link = None
         if link and link.hash:
+            assert link.hash_name is not None
             good_hashes.setdefault(link.hash_name, []).append(link.hash)
         return Hashes(good_hashes)
 
@@ -314,6 +314,7 @@ class InstallRequirement:
             return None
         s = str(self.req)
         if self.comes_from:
+            comes_from: Optional[str]
             if isinstance(self.comes_from, str):
                 comes_from = self.comes_from
             else:
@@ -345,7 +346,7 @@ class InstallRequirement:
 
         # When parallel builds are enabled, add a UUID to the build directory
         # name so multiple builds do not interfere with each other.
-        dir_name: str = canonicalize_name(self.name)
+        dir_name: str = canonicalize_name(self.req.name)
         if parallel_builds:
             dir_name = f"{dir_name}_{uuid.uuid4().hex}"
 
@@ -388,6 +389,7 @@ class InstallRequirement:
         )
 
     def warn_on_mismatching_name(self) -> None:
+        assert self.req is not None
         metadata_name = canonicalize_name(self.metadata["Name"])
         if canonicalize_name(self.req.name) == metadata_name:
             # Everything is fine.
@@ -457,6 +459,7 @@ class InstallRequirement:
     # Things valid for sdists
     @property
     def unpacked_source_directory(self) -> str:
+        assert self.source_dir, f"No source dir for {self}"
         return os.path.join(
             self.source_dir, self.link and self.link.subdirectory_fragment or ""
         )
@@ -543,7 +546,7 @@ class InstallRequirement:
         Under PEP 517 and PEP 660, call the backend hook to prepare the metadata.
         Under legacy processing, call setup.py egg-info.
         """
-        assert self.source_dir
+        assert self.source_dir, f"No source dir for {self}"
         details = self.name or f"from {self.link}"
 
         if self.use_pep517:
@@ -592,8 +595,10 @@ class InstallRequirement:
         if self.metadata_directory:
             return get_directory_distribution(self.metadata_directory)
         elif self.local_file_path and self.is_wheel:
+            assert self.req is not None
             return get_wheel_distribution(
-                FilesystemWheel(self.local_file_path), canonicalize_name(self.name)
+                FilesystemWheel(self.local_file_path),
+                canonicalize_name(self.req.name),
             )
         raise AssertionError(
             f"InstallRequirement {self} has no metadata directory and no wheel: "
@@ -601,9 +606,9 @@ class InstallRequirement:
         )
 
     def assert_source_matches_version(self) -> None:
-        assert self.source_dir
+        assert self.source_dir, f"No source dir for {self}"
         version = self.metadata["version"]
-        if self.req.specifier and version not in self.req.specifier:
+        if self.req and self.req.specifier and version not in self.req.specifier:
             logger.warning(
                 "Requested %s, but installing version %s",
                 self,
@@ -696,9 +701,10 @@ class InstallRequirement:
             name = name.replace(os.path.sep, "/")
             return name
 
+        assert self.req is not None
         path = os.path.join(parentdir, path)
         name = _clean_zip_name(path, rootdir)
-        return self.name + "/" + name
+        return self.req.name + "/" + name
 
     def archive(self, build_dir: Optional[str]) -> None:
         """Saves archive to provided build_dir.
@@ -777,8 +783,9 @@ class InstallRequirement:
         use_user_site: bool = False,
         pycompile: bool = True,
     ) -> None:
+        assert self.req is not None
         scheme = get_scheme(
-            self.name,
+            self.req.name,
             user=use_user_site,
             home=home,
             root=root,
@@ -792,7 +799,7 @@ class InstallRequirement:
                 prefix=prefix,
                 home=home,
                 use_user_site=use_user_site,
-                name=self.name,
+                name=self.req.name,
                 setup_py_path=self.setup_py_path,
                 isolated=self.isolated,
                 build_env=self.build_env,
@@ -805,7 +812,7 @@ class InstallRequirement:
         assert self.local_file_path
 
         install_wheel(
-            self.name,
+            self.req.name,
             self.local_file_path,
             scheme=scheme,
             req_description=str(self.req),
diff --git a/src/pip/_internal/resolution/resolvelib/factory.py b/src/pip/_internal/resolution/resolvelib/factory.py
index 0331297b8..ed78580ab 100644
--- a/src/pip/_internal/resolution/resolvelib/factory.py
+++ b/src/pip/_internal/resolution/resolvelib/factory.py
@@ -132,7 +132,7 @@ class Factory:
         if not link.is_wheel:
             return
         wheel = Wheel(link.filename)
-        if wheel.supported(self._finder.target_python.get_tags()):
+        if wheel.supported(self._finder.target_python.get_unsorted_tags()):
             return
         msg = f"{link.filename} is not a supported wheel on this platform."
         raise UnsupportedWheel(msg)
diff --git a/src/pip/_vendor/certifi/__init__.py b/src/pip/_vendor/certifi/__init__.py
index 705f416d6..8ce89cef7 100644
--- a/src/pip/_vendor/certifi/__init__.py
+++ b/src/pip/_vendor/certifi/__init__.py
@@ -1,4 +1,4 @@
 from .core import contents, where
 
 __all__ = ["contents", "where"]
-__version__ = "2023.05.07"
+__version__ = "2023.07.22"
diff --git a/src/pip/_vendor/certifi/cacert.pem b/src/pip/_vendor/certifi/cacert.pem
index 5183934bb..02123695d 100644
--- a/src/pip/_vendor/certifi/cacert.pem
+++ b/src/pip/_vendor/certifi/cacert.pem
@@ -791,34 +791,6 @@ uLjbvrW5KfnaNwUASZQDhETnv0Mxz3WLJdH0pmT1kvarBes96aULNmLazAZfNou2
 XjG4Kvte9nHfRCaexOYNkbQudZWAUWpLMKawYqGT8ZvYzsRjdT9ZR7E=
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-# Subject: CN=E-Tugra Global Root CA ECC v3 O=E-Tugra EBG A.S. OU=E-Tugra Trust Center
-# Label: "E-Tugra Global Root CA ECC v3"
-# Serial: 218504919822255052842371958738296604628416471745
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------BEGIN CERTIFICATE-----
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------END CERTIFICATE-----
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 # Issuer: CN=Security Communication RootCA3 O=SECOM Trust Systems CO.,LTD.
 # Subject: CN=Security Communication RootCA3 O=SECOM Trust Systems CO.,LTD.
 # Label: "Security Communication RootCA3"
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 -----END CERTIFICATE-----
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+# Subject: CN=Sectigo Public Server Authentication Root E46 O=Sectigo Limited
+# Label: "Sectigo Public Server Authentication Root E46"
+# Serial: 88989738453351742415770396670917916916
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+-----BEGIN CERTIFICATE-----
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+# Issuer: CN=Sectigo Public Server Authentication Root R46 O=Sectigo Limited
+# Subject: CN=Sectigo Public Server Authentication Root R46 O=Sectigo Limited
+# Label: "Sectigo Public Server Authentication Root R46"
+# Serial: 156256931880233212765902055439220583700
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+
+# Issuer: CN=SSL.com TLS RSA Root CA 2022 O=SSL Corporation
+# Subject: CN=SSL.com TLS RSA Root CA 2022 O=SSL Corporation
+# Label: "SSL.com TLS RSA Root CA 2022"
+# Serial: 148535279242832292258835760425842727825
+# MD5 Fingerprint: d8:4e:c6:59:30:d8:fe:a0:d6:7a:5a:2c:2c:69:78:da
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+-----BEGIN CERTIFICATE-----
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+
+# Issuer: CN=SSL.com TLS ECC Root CA 2022 O=SSL Corporation
+# Subject: CN=SSL.com TLS ECC Root CA 2022 O=SSL Corporation
+# Label: "SSL.com TLS ECC Root CA 2022"
+# Serial: 26605119622390491762507526719404364228
+# MD5 Fingerprint: 99:d7:5c:f1:51:36:cc:e9:ce:d9:19:2e:77:71:56:c5
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+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Atos TrustedRoot Root CA ECC TLS 2021 O=Atos
+# Subject: CN=Atos TrustedRoot Root CA ECC TLS 2021 O=Atos
+# Label: "Atos TrustedRoot Root CA ECC TLS 2021"
+# Serial: 81873346711060652204712539181482831616
+# MD5 Fingerprint: 16:9f:ad:f1:70:ad:79:d6:ed:29:b4:d1:c5:79:70:a8
+# SHA1 Fingerprint: 9e:bc:75:10:42:b3:02:f3:81:f4:f7:30:62:d4:8f:c3:a7:51:b2:dd
+# SHA256 Fingerprint: b2:fa:e5:3e:14:cc:d7:ab:92:12:06:47:01:ae:27:9c:1d:89:88:fa:cb:77:5f:a8:a0:08:91:4e:66:39:88:a8
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
+
+# Issuer: CN=Atos TrustedRoot Root CA RSA TLS 2021 O=Atos
+# Subject: CN=Atos TrustedRoot Root CA RSA TLS 2021 O=Atos
+# Label: "Atos TrustedRoot Root CA RSA TLS 2021"
+# Serial: 111436099570196163832749341232207667876
+# MD5 Fingerprint: d4:d3:46:b8:9a:c0:9c:76:5d:9e:3a:c3:b9:99:31:d2
+# SHA1 Fingerprint: 18:52:3b:0d:06:37:e4:d6:3a:df:23:e4:98:fb:5b:16:fb:86:74:48
+# SHA256 Fingerprint: 81:a9:08:8e:a5:9f:b3:64:c5:48:a6:f8:55:59:09:9b:6f:04:05:ef:bf:18:e5:32:4e:c9:f4:57:ba:00:11:2f
+-----BEGIN CERTIFICATE-----
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+-----END CERTIFICATE-----
diff --git a/src/pip/_vendor/vendor.txt b/src/pip/_vendor/vendor.txt
index 4ab2915fb..08e1acb01 100644
--- a/src/pip/_vendor/vendor.txt
+++ b/src/pip/_vendor/vendor.txt
@@ -8,7 +8,7 @@ platformdirs==3.8.1
 pyparsing==3.1.0
 pyproject-hooks==1.0.0
 requests==2.31.0
-    certifi==2023.5.7
+    certifi==2023.7.22
     chardet==5.1.0
     idna==3.4
     urllib3==1.26.16


Test patch:
diff --git a/tests/unit/test_target_python.py b/tests/unit/test_target_python.py
index d3e27e39a..b659c61fe 100644
--- a/tests/unit/test_target_python.py
+++ b/tests/unit/test_target_python.py
@@ -88,12 +88,12 @@ class TestTargetPython:
             ((3, 7, 3), "37"),
             # Check a minor version with two digits.
             ((3, 10, 1), "310"),
-            # Check that versions=None is passed to get_tags().
+            # Check that versions=None is passed to get_sorted_tags().
             (None, None),
         ],
     )
     @mock.patch("pip._internal.models.target_python.get_supported")
-    def test_get_tags(
+    def test_get_sorted_tags(
         self,
         mock_get_supported: mock.Mock,
         py_version_info: Optional[Tuple[int, ...]],
@@ -102,7 +102,7 @@ class TestTargetPython:
         mock_get_supported.return_value = ["tag-1", "tag-2"]
 
         target_python = TargetPython(py_version_info=py_version_info)
-        actual = target_python.get_tags()
+        actual = target_python.get_sorted_tags()
         assert actual == ["tag-1", "tag-2"]
 
         actual = mock_get_supported.call_args[1]["version"]
@@ -111,14 +111,14 @@ class TestTargetPython:
         # Check that the value was cached.
         assert target_python._valid_tags == ["tag-1", "tag-2"]
 
-    def test_get_tags__uses_cached_value(self) -> None:
+    def test_get_unsorted_tags__uses_cached_value(self) -> None:
         """
-        Test that get_tags() uses the cached value.
+        Test that get_unsorted_tags() uses the cached value.
         """
         target_python = TargetPython(py_version_info=None)
-        target_python._valid_tags = [
+        target_python._valid_tags_set = {
             Tag("py2", "none", "any"),
             Tag("py3", "none", "any"),
-        ]
-        actual = target_python.get_tags()
-        assert actual == [Tag("py2", "none", "any"), Tag("py3", "none", "any")]
+        }
+        actual = target_python.get_unsorted_tags()
+        assert actual == {Tag("py2", "none", "any"), Tag("py3", "none", "any")}