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Merge pull request #10867 from mauritsvanrees/maurits-topoligical-wei…
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…ghts-requirements-only-issue-10851
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pradyunsg committed Feb 3, 2022
2 parents cf4655f + b3f5cad commit ff8dbb4
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3 changes: 3 additions & 0 deletions news/10851.bugfix.rst
@@ -0,0 +1,3 @@
Only calculate topological installation order, for packages that are going to be installed/upgraded.

This fixes an `AssertionError` that occured when determining installation order, for a very specific combination of upgrading-already-installed-package + change of dependencies + fetching some packages from a package index. This combination was especially common in Read the Docs' builds.
22 changes: 14 additions & 8 deletions src/pip/_internal/resolution/resolvelib/resolver.py
Expand Up @@ -185,10 +185,7 @@ def get_installation_order(
return []

graph = self._result.graph
weights = get_topological_weights(
graph,
expected_node_count=len(self._result.mapping) + 1,
)
weights = get_topological_weights(graph, set(req_set.requirements.keys()))

sorted_items = sorted(
req_set.requirements.items(),
Expand All @@ -199,7 +196,7 @@ def get_installation_order(


def get_topological_weights(
graph: "DirectedGraph[Optional[str]]", expected_node_count: int
graph: "DirectedGraph[Optional[str]]", requirement_keys: Set[str]
) -> Dict[Optional[str], int]:
"""Assign weights to each node based on how "deep" they are.
Expand All @@ -222,6 +219,9 @@ def get_topological_weights(
don't get stuck in a cycle.
When assigning weight, the longer path (i.e. larger length) is preferred.
We are only interested in the weights of packages that are in the
requirement_keys.
"""
path: Set[Optional[str]] = set()
weights: Dict[Optional[str], int] = {}
Expand All @@ -237,6 +237,9 @@ def visit(node: Optional[str]) -> None:
visit(child)
path.remove(node)

if node not in requirement_keys:
return

last_known_parent_count = weights.get(node, 0)
weights[node] = max(last_known_parent_count, len(path))

Expand All @@ -262,6 +265,8 @@ def visit(node: Optional[str]) -> None:
# Calculate the weight for the leaves.
weight = len(graph) - 1
for leaf in leaves:
if leaf not in requirement_keys:
continue
weights[leaf] = weight
# Remove the leaves from the graph, making it simpler.
for leaf in leaves:
Expand All @@ -271,9 +276,10 @@ def visit(node: Optional[str]) -> None:
# `None` is guaranteed to be the root node by resolvelib.
visit(None)

# Sanity checks
assert weights[None] == 0
assert len(weights) == expected_node_count
# Sanity check: all requirement keys should be in the weights,
# and no other keys should be in the weights.
difference = set(weights.keys()).difference(requirement_keys)
assert not difference, difference

return weights

Expand Down
78 changes: 64 additions & 14 deletions tests/unit/resolution_resolvelib/test_resolver.py
@@ -1,4 +1,4 @@
from typing import Dict, List, Optional, Tuple, cast
from typing import Dict, List, Optional, Set, Tuple, cast
from unittest import mock

import pytest
Expand Down Expand Up @@ -103,7 +103,7 @@ def test_new_resolver_get_installation_order(


@pytest.mark.parametrize(
"name, edges, expected_weights",
"name, edges, requirement_keys, expected_weights",
[
(
# From https://github.com/pypa/pip/pull/8127#discussion_r414564664
Expand All @@ -116,7 +116,8 @@ def test_new_resolver_get_installation_order(
("three", "four"),
("four", "five"),
],
{None: 0, "five": 5, "four": 4, "one": 4, "three": 2, "two": 1},
{"one", "two", "three", "four", "five"},
{"five": 5, "four": 4, "one": 4, "three": 2, "two": 1},
),
(
"linear",
Expand All @@ -127,7 +128,20 @@ def test_new_resolver_get_installation_order(
("three", "four"),
("four", "five"),
],
{None: 0, "one": 1, "two": 2, "three": 3, "four": 4, "five": 5},
{"one", "two", "three", "four", "five"},
{"one": 1, "two": 2, "three": 3, "four": 4, "five": 5},
),
(
"linear AND restricted",
[
(None, "one"),
("one", "two"),
("two", "three"),
("three", "four"),
("four", "five"),
],
{"one", "three", "five"},
{"one": 1, "three": 3, "five": 5},
),
(
"linear AND root -> two",
Expand All @@ -139,7 +153,8 @@ def test_new_resolver_get_installation_order(
("four", "five"),
(None, "two"),
],
{None: 0, "one": 1, "two": 2, "three": 3, "four": 4, "five": 5},
{"one", "two", "three", "four", "five"},
{"one": 1, "two": 2, "three": 3, "four": 4, "five": 5},
),
(
"linear AND root -> three",
Expand All @@ -151,7 +166,8 @@ def test_new_resolver_get_installation_order(
("four", "five"),
(None, "three"),
],
{None: 0, "one": 1, "two": 2, "three": 3, "four": 4, "five": 5},
{"one", "two", "three", "four", "five"},
{"one": 1, "two": 2, "three": 3, "four": 4, "five": 5},
),
(
"linear AND root -> four",
Expand All @@ -163,7 +179,8 @@ def test_new_resolver_get_installation_order(
("four", "five"),
(None, "four"),
],
{None: 0, "one": 1, "two": 2, "three": 3, "four": 4, "five": 5},
{"one", "two", "three", "four", "five"},
{"one": 1, "two": 2, "three": 3, "four": 4, "five": 5},
),
(
"linear AND root -> five",
Expand All @@ -175,7 +192,8 @@ def test_new_resolver_get_installation_order(
("four", "five"),
(None, "five"),
],
{None: 0, "one": 1, "two": 2, "three": 3, "four": 4, "five": 5},
{"one", "two", "three", "four", "five"},
{"one": 1, "two": 2, "three": 3, "four": 4, "five": 5},
),
(
"linear AND one -> four",
Expand All @@ -187,7 +205,8 @@ def test_new_resolver_get_installation_order(
("four", "five"),
("one", "four"),
],
{None: 0, "one": 1, "two": 2, "three": 3, "four": 4, "five": 5},
{"one", "two", "three", "four", "five"},
{"one": 1, "two": 2, "three": 3, "four": 4, "five": 5},
),
(
"linear AND two -> four",
Expand All @@ -199,7 +218,8 @@ def test_new_resolver_get_installation_order(
("four", "five"),
("two", "four"),
],
{None: 0, "one": 1, "two": 2, "three": 3, "four": 4, "five": 5},
{"one", "two", "three", "four", "five"},
{"one": 1, "two": 2, "three": 3, "four": 4, "five": 5},
),
(
"linear AND four -> one (cycle)",
Expand All @@ -211,7 +231,8 @@ def test_new_resolver_get_installation_order(
("four", "five"),
("four", "one"),
],
{None: 0, "one": 1, "two": 2, "three": 3, "four": 4, "five": 5},
{"one", "two", "three", "four", "five"},
{"one": 1, "two": 2, "three": 3, "four": 4, "five": 5},
),
(
"linear AND four -> two (cycle)",
Expand All @@ -223,7 +244,8 @@ def test_new_resolver_get_installation_order(
("four", "five"),
("four", "two"),
],
{None: 0, "one": 1, "two": 2, "three": 3, "four": 4, "five": 5},
{"one", "two", "three", "four", "five"},
{"one": 1, "two": 2, "three": 3, "four": 4, "five": 5},
),
(
"linear AND four -> three (cycle)",
Expand All @@ -235,16 +257,44 @@ def test_new_resolver_get_installation_order(
("four", "five"),
("four", "three"),
],
{None: 0, "one": 1, "two": 2, "three": 3, "four": 4, "five": 5},
{"one", "two", "three", "four", "five"},
{"one": 1, "two": 2, "three": 3, "four": 4, "five": 5},
),
(
"linear AND four -> three (cycle) AND restricted 1-2-3",
[
(None, "one"),
("one", "two"),
("two", "three"),
("three", "four"),
("four", "five"),
("four", "three"),
],
{"one", "two", "three"},
{"one": 1, "two": 2, "three": 3},
),
(
"linear AND four -> three (cycle) AND restricted 4-5",
[
(None, "one"),
("one", "two"),
("two", "three"),
("three", "four"),
("four", "five"),
("four", "three"),
],
{"four", "five"},
{"four": 4, "five": 5},
),
],
)
def test_new_resolver_topological_weights(
name: str,
edges: List[Tuple[Optional[str], Optional[str]]],
requirement_keys: Set[str],
expected_weights: Dict[Optional[str], int],
) -> None:
graph = _make_graph(edges)

weights = get_topological_weights(graph, len(expected_weights))
weights = get_topological_weights(graph, requirement_keys)
assert weights == expected_weights

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