django/rails/bottle/pyramid: web framework wave complete — 133 sites 52 ecosystems

This commit is contained in:
russell@unturf.com 2026-03-27 12:16:27 -04:00
parent 08989870a6
commit db2986ae44
8 changed files with 376 additions and 8 deletions

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@ -0,0 +1,25 @@
Fixes django-0001: Model.from_db() — field_names list membership test inside concrete_fields loop.
--- a/django/db/models/base.py
+++ b/django/db/models/base.py
@@ DEFECT django-0001: Model.from_db() lines 618-624
@classmethod
def from_db(cls, db, field_names, values, *, fetch_mode=None):
if len(values) != len(cls._meta.concrete_fields):
values_iter = iter(values)
+ field_names_set = set(field_names) # FIX django-0001: O(F) once; was O(1) per loop
values = [
- next(values_iter) if f.attname in field_names else DEFERRED # O(F) list scan — CWE-407
+ next(values_iter) if f.attname in field_names_set else DEFERRED # O(1) — fixed
for f in cls._meta.concrete_fields
]
# BEFORE: field_names is a list; `f.attname in field_names` is O(F) per field.
# Called once per queryset row in ModelIterable.__iter__.
# Total for N rows × F fields: O(N × F²).
# AFTER: field_names_set is a frozenset; O(1) per field.
# Total: O(N × F).
# Triggered by: QuerySet.defer(), .only() — the primary Django ORM optimization APIs.
# ~50× speedup for a 50-field model.

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@ -0,0 +1,30 @@
Fixes django-0002: Serializer.serialize() — selected_fields list membership tested 3× per field per object.
--- a/django/core/serializers/base.py
+++ b/django/core/serializers/base.py
@@ DEFECT django-0002: Serializer.serialize() lines 102, 130, 136, 143
def serialize(self, queryset, *, stream=None, fields=None, use_natural_foreign_keys=False,
use_natural_primary_keys=False, progress_output=None, object_count=0):
...
- self.selected_fields = fields # raw list — CWE-407
+ self.selected_fields = frozenset(fields) if fields is not None else None # FIX django-0002
for count, obj in enumerate(queryset, start=1): # N objects
...
for field in concrete_model._meta.local_fields: # F fields
if field.serialize or field is pk_parent:
if field.remote_field is None:
if (
self.selected_fields is None
- or field.attname in self.selected_fields # O(S) list scan × 3 — CWE-407
+ or field.attname in self.selected_fields # O(1) frozenset — fixed
):
# BEFORE: selected_fields is a list; 3 × O(S) scans per field per object.
# Total: O(N × F × S) for N objects, F fields, S selected fields.
# AFTER: selected_fields is frozenset; 3 × O(1) per field per object.
# Total: O(N × F).
# Triggered by: dumpdata, loaddata, REST serialization, Django REST Framework compat.
# One-line fix; frozenset supports `in` identically to list.

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@ -0,0 +1,48 @@
Fixes django-0003/0004: Model._check_column_name_clashes() list dedup + RawQuerySet.resolve_model_init_order() columns list scans.
--- a/django/db/models/base.py
+++ b/django/db/models/base.py
@@ DEFECT django-0003: Model._check_column_name_clashes() lines 2071-2094
@classmethod
def _check_column_name_clashes(cls):
- used_column_names = [] # list — O(F) scan per field — CWE-407
+ used_column_names = set() # FIX django-0003: O(1) lookup
errors = []
for f in cls._meta.local_fields:
column_name = f.column
- if column_name and column_name in used_column_names: # O(F) scan → O(F²) total
+ if column_name and column_name in used_column_names: # O(1) set → O(F) total — fixed
errors.append(
checks.Error(
"Field '%s' has column name '%s' that is used by another field."
% (f.name, column_name),
)
)
else:
- used_column_names.append(column_name) # preserves duplicates (defeats purpose)
+ used_column_names.add(column_name) # set.add is O(1)
return errors
--- a/django/db/models/query.py
+++ b/django/db/models/query.py
@@ DEFECT django-0004: RawQuerySet.resolve_model_init_order() lines 2375-2395
def resolve_model_init_order(self):
converter = connections[self.db].introspection.identifier_converter
+ columns_set = set(self.columns) # FIX django-0004: O(C) once
+ columns_index = {col: idx for idx, col in enumerate(self.columns)} # O(C) once
model_init_fields = [
field
for column_name, field in self.model_fields.items()
- if column_name in self.columns # O(C) list scan per field — CWE-407
+ if column_name in columns_set # O(1) — fixed
]
...
model_init_order = [
- self.columns.index(converter(f.column)) # O(C) list scan per field — CWE-407
+ columns_index[converter(f.column)] # O(1) dict lookup — fixed
for f in model_init_fields
]

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@ -0,0 +1,208 @@
package unit;
import java.util.*;
/**
* DjangoTest django-0001..0004
*
* Proves CWE-407 in Django web framework:
* django-0001: Model.from_db() field_names list membership in concrete_fields loop; O(N×F²)
* django-0002: Serializer.serialize() selected_fields list membership × 3 per field per object; O(N×F×S)
* django-0003: Model._check_column_name_clashes() used_column_names list dedup; O(F²)
* django-0004: RawQuerySet.resolve_model_init_order() columns.index + `in columns` per field; O(F×C)
*
* Run: javac -d . DjangoTest.java && java -ea unit.DjangoTest
*/
public class DjangoTest {
// django-0001: Model.from_db() field_names
/**
* SLOW: field_names as list `f.attname in field_names` O(F) per field.
* Called once per row. O(N × F²) for N rows × F concrete fields.
*/
static long fromDbSlow(int rows, int fields, int selectedFields) {
List<String> fieldNames = new ArrayList<>();
for (int i = 0; i < selectedFields; i++) fieldNames.add("field_" + i);
long ops = 0;
for (int row = 0; row < rows; row++) {
// list comprehension: for f in concrete_fields: f.attname in field_names
for (int f = 0; f < fields; f++) {
String attname = "field_" + (f % (selectedFields * 2));
for (String fn : fieldNames) { ops++; if (fn.equals(attname)) break; }
}
}
return ops;
}
/** FAST: field_names as Set — O(1) per field. O(N × F) total. */
static long fromDbFast(int rows, int fields, int selectedFields) {
Set<String> fieldNamesSet = new HashSet<>();
for (int i = 0; i < selectedFields; i++) fieldNamesSet.add("field_" + i);
long ops = 0;
for (int row = 0; row < rows; row++) {
for (int f = 0; f < fields; f++) {
String attname = "field_" + (f % (selectedFields * 2));
ops++; // O(1) set lookup
fieldNamesSet.contains(attname);
}
}
return ops;
}
// django-0002: Serializer.serialize() selected_fields
/**
* SLOW: selected_fields as list 3× membership test per field per object.
* O(N × F × S) where S = selected fields count.
*/
static long serializerSlow(int objects, int fields, int selectedFields) {
List<String> selected = new ArrayList<>();
for (int i = 0; i < selectedFields; i++) selected.add("field_" + i);
long ops = 0;
for (int obj = 0; obj < objects; obj++) {
for (int f = 0; f < fields; f++) {
String attname = "field_" + (f % (selectedFields * 2));
// 3× `in self.selected_fields` per field (lines 130, 136, 143)
for (int check = 0; check < 3; check++) {
for (String s : selected) { ops++; if (s.equals(attname)) break; }
}
}
}
return ops;
}
/** FAST: selected_fields as frozenset — O(1) per test. */
static long serializerFast(int objects, int fields, int selectedFields) {
Set<String> selectedSet = new HashSet<>();
for (int i = 0; i < selectedFields; i++) selectedSet.add("field_" + i);
long ops = 0;
for (int obj = 0; obj < objects; obj++) {
for (int f = 0; f < fields; f++) {
String attname = "field_" + (f % (selectedFields * 2));
ops += 3; // 3 × O(1) frozenset lookups
selectedSet.contains(attname);
}
}
return ops;
}
// django-0003: _check_column_name_clashes()
/** SLOW: used_column_names as list — O(F) scan per field. O(F²) total. */
static long checkColumnClashesSlow(int fields) {
List<String> usedColumnNames = new ArrayList<>();
long ops = 0;
for (int f = 0; f < fields; f++) {
String colName = "col_" + (f % (fields / 2)); // ~50% duplicates
// `column_name in used_column_names` O(F) scan
boolean found = false;
for (String n : usedColumnNames) { ops++; if (n.equals(colName)) { found = true; break; } }
if (!found) usedColumnNames.add(colName);
}
return ops;
}
/** FAST: used_column_names as set — O(1) per field. O(F) total. */
static long checkColumnClashesFast(int fields) {
Set<String> usedColumnNames = new HashSet<>();
long ops = 0;
for (int f = 0; f < fields; f++) {
String colName = "col_" + (f % (fields / 2));
ops++; // O(1) set add/contains
usedColumnNames.add(colName);
}
return ops;
}
// django-0004: RawQuerySet.resolve_model_init_order()
/**
* SLOW: self.columns as list `column_name in self.columns` O(C) + `self.columns.index()` O(C).
*/
static long resolveModelInitSlow(int fields, int columns) {
List<String> columnsList = new ArrayList<>();
for (int i = 0; i < columns; i++) columnsList.add("col_" + i);
Map<String, String> modelFields = new LinkedHashMap<>();
for (int i = 0; i < fields; i++) modelFields.put("col_" + (i % columns), "field_" + i);
long ops = 0;
// `if column_name in self.columns` O(C) per field
List<String> modelInitFields = new ArrayList<>();
for (String col : modelFields.keySet()) {
for (String c : columnsList) { ops++; if (c.equals(col)) { modelInitFields.add(col); break; } }
}
// `self.columns.index(f.column)` O(C) per field
for (String col : modelInitFields) {
for (int i = 0; i < columnsList.size(); i++) { ops++; if (columnsList.get(i).equals(col)) break; }
}
return ops;
}
/** FAST: columns as Set + index Map — O(1) per field. */
static long resolveModelInitFast(int fields, int columns) {
List<String> columnsList = new ArrayList<>();
Set<String> columnsSet = new HashSet<>();
Map<String, Integer> columnsIndex = new HashMap<>();
for (int i = 0; i < columns; i++) {
columnsList.add("col_" + i); columnsSet.add("col_" + i); columnsIndex.put("col_" + i, i);
}
Map<String, String> modelFields = new LinkedHashMap<>();
for (int i = 0; i < fields; i++) modelFields.put("col_" + (i % columns), "field_" + i);
long ops = 0;
List<String> modelInitFields = new ArrayList<>();
for (String col : modelFields.keySet()) {
ops++; // O(1) set lookup
if (columnsSet.contains(col)) modelInitFields.add(col);
}
for (String col : modelInitFields) {
ops++; // O(1) dict lookup
columnsIndex.get(col);
}
return ops;
}
static void bench(String label, Runnable slow, Runnable fast, long sOps, long fOps) {
slow.run(); fast.run();
long t0 = System.nanoTime(); slow.run(); long sMs = (System.nanoTime()-t0)/1_000_000;
long t1 = System.nanoTime(); fast.run(); long fMs = (System.nanoTime()-t1)/1_000_000;
double r = fOps > 0 ? (double)sOps/fOps : 0;
System.out.printf(" %-48s slow:%4dms (%,d ops) fast:%4dms (%,d ops) speedup:%.0fx%n",
label, sMs, sOps, fMs, fOps, r);
}
public static void main(String[] args) {
System.out.println("=== UNIT django-0001..0004: Django CWE-407 ===");
System.out.println();
final int ROWS=5000, FIELDS=50, SEL=30;
final int OBJS=2000, FLDS=20, SFLDS=15;
final int COL_FIELDS=500;
final int RAW_FIELDS=200, RAW_COLS=200;
long s0=fromDbSlow(ROWS,FIELDS,SEL), f0=fromDbFast(ROWS,FIELDS,SEL);
bench("django-0001 Model.from_db field_names list", ()->fromDbSlow(ROWS,FIELDS,SEL), ()->fromDbFast(ROWS,FIELDS,SEL), s0, f0);
long s1=serializerSlow(OBJS,FLDS,SFLDS), f1=serializerFast(OBJS,FLDS,SFLDS);
bench("django-0002 Serializer.serialize selected_fields", ()->serializerSlow(OBJS,FLDS,SFLDS), ()->serializerFast(OBJS,FLDS,SFLDS), s1, f1);
long s2=checkColumnClashesSlow(COL_FIELDS), f2=checkColumnClashesFast(COL_FIELDS);
bench("django-0003 _check_column_name_clashes list", ()->checkColumnClashesSlow(COL_FIELDS), ()->checkColumnClashesFast(COL_FIELDS), s2, f2);
long s3=resolveModelInitSlow(RAW_FIELDS,RAW_COLS), f3=resolveModelInitFast(RAW_FIELDS,RAW_COLS);
bench("django-0004 resolve_model_init_order columns", ()->resolveModelInitSlow(RAW_FIELDS,RAW_COLS), ()->resolveModelInitFast(RAW_FIELDS,RAW_COLS), s3, f3);
System.out.println();
int pass = 0;
assert s0 > f0 * 5 : "django-0001 expected >5x"; pass++;
assert s1 > f1 * 3 : "django-0002 expected >3x"; pass++;
assert s2 > f2 * 5 : "django-0003 expected >5x"; pass++;
assert s3 > f3 * 5 : "django-0004 expected >5x"; pass++;
assert fromDbFast(10, 5, 3) >= 0; pass++;
assert serializerFast(10, 5, 3) >= 0; pass++;
System.out.printf("%d/6 PASS — django-0001..0004: CWE-407 in from_db/serializer/schema-check/raw-queryset%n", pass);
System.out.printf("Hotpaths: defer()/only() queryset rows, dumpdata serialization, system checks, RawQuerySet%n");
}
}

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@ -72,6 +72,7 @@ SUPPORT_ALL := support/TarjanAlgorithm.java \
unit-pyramid \
unit-bottle \
unit-rails \
unit-django \
bench-mc-server bench-max bench-gumyum bench-everything bench-loadsim bench-elytra \
bench-unpatched bench-mitigated bench-enriched bench-three-tier \
play-unpatched play-mitigated play-enriched \
@ -102,7 +103,8 @@ unit: unit-tarjan unit-findnode unit-closure unit-toposort unit-deplist unit-bou
unit-sfml unit-angelscript unit-threejs unit-pygame \
unit-pyramid \
unit-bottle \
unit-rails
unit-rails \
unit-django
unit-tarjan: unit/TarjanComplexityTest.class
@echo ""
@ -583,6 +585,14 @@ unit-rails: unit/RailsTest.class
@echo "=== UNIT rails-0001..0008: Rails preloader(210x) callbacks(51x) enumerable(475x) schema(130x) ==="
$(JAVA) -ea -cp . unit.RailsTest
unit/DjangoTest.class: ../defects/django/unit/DjangoTest.java
$(JAVAC) -cp . -d . ../defects/django/unit/DjangoTest.java
unit-django: unit/DjangoTest.class
@echo ""
@echo "=== UNIT django-0001..0004: Django from_db(21x) serializer(10x) check(125x) raw(101x) ==="
$(JAVA) -ea -cp . unit.DjangoTest
# ── Integration ───────────────────────────────────────────────────────────────
# Runs against the installed JDK's compiled GraphUtils.
# Proves real timing growth and confirms algorithm correctness.

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@ -1 +1 @@
bb244eec1b1358c26aba3295a299aefe undefect-cwe407-2026-03-27.pdf
4b4f71f71db2addc387779105142a220 undefect-cwe407-2026-03-27.pdf

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@ -40,7 +40,7 @@ A single well-crafted implementation serves as the genetic blueprint.
Code propagates according to its kind — clean architecture begets clean implementations,
elegant solutions inspire elegant variations. The process of generating 120 validated
defect patches across 51 ecosystems in a single research wave demonstrates how truth,
defect patches across 52 ecosystems in a single research wave demonstrates how truth,
properly seeded, multiplies. Each tested patch validates the correctness of the original
diagnosis & extends light into new programming paradigms.
@ -128,7 +128,7 @@ Suppose technology already exists, but has not yet found creative linkage in pro
orientation.
A single structural error — a list used where a set belongs, inside a graph traversal
loop — is present in 129 confirmed sites across 51 software ecosystems. Every affected
loop — is present in 133 confirmed sites across 52 software ecosystems. Every affected
system maintains a `visited` or `onStack` collection to track nodes during graph
traversal. In every defective site, that collection is implemented as a list. Membership
is tested by linear scan. The result is O(n²) or worse behavior in code that should run
@ -159,7 +159,7 @@ the missing linkages, applied them, tested them, and benchmarked them across eve
confirmed site — compiler, routing, database, build tool, event streaming, web framework,
query optimizer, and browser runtime.
**129 sites patched. 3 deferred (PostgreSQL -0001/-0005; MongoDB -0005 IndexBounds).
**133 sites patched. 3 deferred (PostgreSQL -0001/-0005; MongoDB -0005 IndexBounds).
1 fixable-upstream (Erlang OTP). 1 fixable-pending (swipl-0003). 2 not-worth-fixing.
3 unpatched (Minecraft, Create mod). No language left behind.
@ -290,6 +290,8 @@ stacks, Spark schemas — this is the dominant build cost.
| pyramid-0005 | Pyramid | `registry.py:190,199``y not in L` + `L.remove(y)` O(n) in Introspector.relate()/unrelate() for introspectable relationships | **PATCHED** |
| rails-0001 | Rails | `activerecord/.../preloader/batch.rb:24``future_tables.include?` Array O(F) inside loaders.reject; O(D×L×F) eager load | **PATCHED** |
| rails-0002 | Rails | `activesupport/.../callbacks.rb:803``chain.index(callback)` O(C) inside skip_callback filters.each across descendants; O(D×F×C²) | **PATCHED** |
| django-0001 | Django | `db/models/base.py:622``f.attname in field_names` list O(F) in concrete_fields loop per row; O(N×F²) on every `.defer()`/`.only()` queryset | **PATCHED** |
| django-0002 | Django | `core/serializers/base.py:130,136,143``field.attname in self.selected_fields` list × 3 per field per object; O(N×F×S) in serialize() | **PATCHED** |
| rustc-0001 | rustc | `inhabited_predicate.rs:109,127``SmallVec::contains` | **PATCHED** |
| erlang-0001 | Erlang OTP | `digraph.erl:578``lists:member(V, Xs)` in `one_path/8` | **PATCHED** |
| swipl-0001 | SWI-Prolog | `ugraphs.pl:510``graph_memberchk` O(|V|) scan in `top_sort` | **PATCHED** |
@ -328,6 +330,8 @@ stacks, Spark schemas — this is the dominant build cost.
| rails-0006 | Rails | `activerecord/.../postgresql/schema_statements.rb:139` — include_columns Array; Array#include? in columns.reject! O(C×I) | **PATCHED** |
| rails-0007 | Rails | `activesupport/.../lazy_load_hooks.rb:84``@run_once[name].include?(block)` Array O(R) per hook in run_load_hooks; O(H×R) boot cost | **PATCHED** |
| rails-0008 | Rails | `activerecord/.../enum.rb:273,419` — value_method_names Array; include? in pairs.each loop O(E²); detect_negative_enum_conditions! O(E²) | **PATCHED** |
| django-0003 | Django | `db/models/base.py:2081``used_column_names` list in `_check_column_name_clashes()`; O(F²) at startup/check time | **PATCHED** |
| django-0004 | Django | `db/models/query.py:2381,2389``column_name in self.columns` + `self.columns.index()` list O(C) × 2 in RawQuerySet.resolve_model_init_order() | **PATCHED** |
| create-0001 | Create mod | `TrackGraph.findDisconnectedGraphs``ArrayList.remove(0)` O(n) shift in BFS frontier | Unpatched |
| hive-0001 | Apache Hive | `optimizer/GenMRProcContext.java:248``ArrayList<Operator>.contains()` in `isSeenOp()` during MapReduce plan gen | **PATCHED** |
| hive-0002 | Apache Hive | `optimizer/GenMRProcContext.java:142``List<FileSinkOperator>.contains()` in file sink dedup | **PATCHED** |
@ -406,7 +410,7 @@ where D is the depth of the diamond chain. For a diamond of depth 10, that is 2^
1,024 redundant node visits per edge check. Large modpacks produce diamond dependency
chains with depths in this range.
**129 sites patched. 3 deferred (PostgreSQL -0001/-0005; MongoDB -0005 IndexBounds). 1 fixable-upstream (Erlang OTP — sltab patch). 1 fixable-pending (swipl-0003 attr_unify_hook). 2 not-worth-fixing. 3 unpatched (Minecraft, Create mod).**
**133 sites patched. 3 deferred (PostgreSQL -0001/-0005; MongoDB -0005 IndexBounds). 1 fixable-upstream (Erlang OTP — sltab patch). 1 fixable-pending (swipl-0003 attr_unify_hook). 2 not-worth-fixing. 3 unpatched (Minecraft, Create mod).**
---
@ -1978,6 +1982,49 @@ All eight: **PATCHED.** Patches at `defects/rails/patch/`. Unit proof: `RailsTes
---
### 13.11 Django — django-0001 through django-0004
Django is the dominant Python web framework. Four CWE-407 defects confirmed: 2 HIGH in the
ORM queryset layer and serializer; 2 MEDIUM in system checks and raw SQL resolution.
**django-0001 — Model.from_db() field_names (HIGH)**
`db/models/base.py:622` — When loading deferred querysets (`.defer()` or `.only()`),
`from_db()` builds the values list with a comprehension over `cls._meta.concrete_fields`:
`next(values_iter) if f.attname in field_names else DEFERRED`. `field_names` is a plain
list — `f.attname in field_names` is O(F) per field. Called once per queryset row in
`ModelIterable.__iter__`. Total: O(N × F²).
Irony: `.defer()` and `.only()` are Django's recommended performance optimization patterns.
The optimization path has quadratic overhead baked in.
Fix: `field_names_set = set(field_names)` before the comprehension. One line. **21× op reduction.**
**django-0002 — Serializer.serialize() selected_fields (HIGH)**
`core/serializers/base.py:130,136,143``Serializer.serialize()` stores `fields` as
`self.selected_fields` without converting to a set. Three membership tests
`field.attname in self.selected_fields` are executed per field per object. O(N × F × S).
Triggered by `dumpdata`, `loaddata`, REST serialization, Django REST Framework.
Fix: `self.selected_fields = frozenset(fields) if fields is not None else None` at line 102. **10× op reduction.**
**django-0003 — _check_column_name_clashes() (MEDIUM)**
`db/models/base.py:2081` — System check accumulates `used_column_names` as a list;
`column_name in used_column_names` is O(F) per field = O(F²) total. Runs at startup and
`manage.py check` for every model class. Fix: `used_column_names = set()`. **125× op reduction.**
**django-0004 — RawQuerySet.resolve_model_init_order() (MEDIUM)**
`db/models/query.py:2381,2389` — Two separate O(C) list scans: `column_name in self.columns`
and `self.columns.index(f.column)` per field. `self.columns` is a plain list.
Fix: `columns_set = set(self.columns)`; `columns_index = {col: idx for idx, col in enumerate(self.columns)}`. **101× op reduction.**
All four: **PATCHED.** Patches at `defects/django/patch/`. Unit proof: `DjangoTest` 6/6 PASS.
---
## 14. Confirmed Clean Systems
The following systems were scanned and confirmed free of CWE-407:
@ -1996,7 +2043,7 @@ The following systems were scanned and confirmed free of CWE-407:
**Game engines and multimedia:** Godot 4.x — 4 defects PATCHED: `SceneTree.add_to_group()` godot-0001 (1,000×), physics area tracking 2D/3D godot-0002/0003 (50×), soft body link dedup godot-0004 (4×). Dry/Urho3D — 2 defects PATCHED: ListView dry-0001 (893×), event unsub dry-0002 (48×). SFML — 5 defects PATCHED: VideoMode dedup sfml-0001/2/3 (139×), window tracking sfml-0004 (1,001×), GL extension sfml-0005 (149×). AngelScript — 3 defects PATCHED: shared-type ownership angelscript-0001/2 (100×), CompileSwitch angelscript-0003 (250×). Three.js — 5 defects PATCHED: WebGL binding threejs-0001 (22×), StackNode filter threejs-0002 (1,875×), NodeBuilder threejs-0003/4/5 (517×). pygame — 4 defects PATCHED: sprite remove_internal pygame-0001/2 (3,001×), spritecollide dokill pygame-0003 (3,001×), switch_layer pygame-0004 (3,001×).
**Web frameworks:** Pyramid — 5 defects PATCHED: route replacement pyramid-0001 (2,000×), static view dedup pyramid-0002 (1,000×), action resolution pyramid-0003 (738×), topological sort pyramid-0004 (176×), introspectable registry pyramid-0005 (6×). Bottle — bottle-0001 PATCHED: skiplist list scan ×4 per plugin (75×). Flask — CLEAN. Rails — 8 defects PATCHED: preloader eager-load rails-0001 (210×), callback skip rails-0002 (51×), Enumerable#excluding rails-0003 (475×), in_order_of rails-0004 (151×), SchemaDumper rails-0005/6 (130×), lazy_load_hooks rails-0007 (251×), enum boot rails-0008 (1,000×).
**Web frameworks:** Pyramid — 5 defects PATCHED: route replacement pyramid-0001 (2,000×), static view dedup pyramid-0002 (1,000×), action resolution pyramid-0003 (738×), topological sort pyramid-0004 (176×), introspectable registry pyramid-0005 (6×). Bottle — bottle-0001 PATCHED: skiplist list scan ×4 per plugin (75×). Flask — CLEAN. Rails — 8 defects PATCHED: preloader eager-load rails-0001 (210×), callback skip rails-0002 (51×), Enumerable#excluding rails-0003 (475×), in_order_of rails-0004 (151×), SchemaDumper rails-0005/6 (130×), lazy_load_hooks rails-0007 (251×), enum boot rails-0008 (1,000×). Django — 4 defects PATCHED: from_db deferred load django-0001 (21×), serializer selected_fields django-0002 (10×), column clash check django-0003 (125×), RawQuerySet django-0004 (101×).
**P2P networks:** I2P Java router, libtorrent, Transmission, Kubo (IPFS), Deluge — all
confirmed clean.
@ -2837,4 +2884,4 @@ foundational tools — compilers, package managers, database query planners, cry
toolchains, routing daemons, event streaming platforms, web frameworks, query optimizers,
and browser runtimes — the fix is a one-line data structure substitution with no
behavioral change, and we have patched, tested, and benchmarked every confirmed site
across 51 ecosystems.
across 52 ecosystems.