From 04136130e21ef408513036f7bd1bbbee818dca87 Mon Sep 17 00:00:00 2001
From: sofiane87 <sofiane-mahiou@hotmail.fr>
Date: Thu, 20 Nov 2025 18:29:36 +0000
Subject: [PATCH 1/3] Attempt at fixing code coverage badge

Signed-off-by: sofiane87 <sofiane-mahiou@hotmail.fr>
---
 .github/workflows/pytest.yml | 15 ++++++---------
 1 file changed, 6 insertions(+), 9 deletions(-)

diff --git a/.github/workflows/pytest.yml b/.github/workflows/pytest.yml
index f90438f..b213812 100644
--- a/.github/workflows/pytest.yml
+++ b/.github/workflows/pytest.yml
@@ -1,10 +1,14 @@
 name: Test Suite
 
 on:
-  push:
-    branches: [ "main" ]
   pull_request:
     branches: [ "main" ]
+  push:
+    branches: [ "main" ]
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
+  cancel-in-progress: true
 
 permissions:
   contents: write
@@ -160,13 +164,6 @@ jobs:
         git diff --staged --quiet || git commit -m "Update coverage badge [skip ci]"
         git push
         
-    - name: Upload coverage reports to Codecov
-      uses: codecov/codecov-action@v3
-      with:
-        file: ./coverage.xml
-        flags: unittests
-        name: codecov-umbrella
-        fail_ci_if_error: false
         
     - name: Upload coverage to artifacts
       uses: actions/upload-artifact@v4

From 6c931c19c2fd3010c5d2b4ba4a11935c9af30ac7 Mon Sep 17 00:00:00 2001
From: sofiane87 <sofiane-mahiou@hotmail.fr>
Date: Thu, 20 Nov 2025 18:34:12 +0000
Subject: [PATCH 2/3] Reduce triggers for action to only relevant changes

Signed-off-by: sofiane87 <sofiane-mahiou@hotmail.fr>
---
 .github/workflows/pytest.yml | 22 +++++++++++++---------
 .gitignore                   |  1 +
 2 files changed, 14 insertions(+), 9 deletions(-)

diff --git a/.github/workflows/pytest.yml b/.github/workflows/pytest.yml
index b213812..b580583 100644
--- a/.github/workflows/pytest.yml
+++ b/.github/workflows/pytest.yml
@@ -3,8 +3,20 @@ name: Test Suite
 on:
   pull_request:
     branches: [ "main" ]
+    paths:
+      - 'src/**'
+      - 'tests/**'
+      - 'pyproject.toml'
+      - 'poetry.lock'
+      - '.github/workflows/pytest.yml'
   push:
     branches: [ "main" ]
+    paths:
+      - 'src/**'
+      - 'tests/**'
+      - 'pyproject.toml'
+      - 'poetry.lock'
+      - '.github/workflows/pytest.yml'
 
 concurrency:
   group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }}
@@ -84,7 +96,6 @@ jobs:
         path: |
           pytest.xml
           coverage.xml
-          htmlcov/
           .coverage
 
   lint:
@@ -162,11 +173,4 @@ jobs:
         git config --local user.name "github-actions[bot]"
         git add .github/badges/coverage.svg
         git diff --staged --quiet || git commit -m "Update coverage badge [skip ci]"
-        git push
-        
-        
-    - name: Upload coverage to artifacts
-      uses: actions/upload-artifact@v4
-      with:
-        name: coverage-report
-        path: htmlcov/
\ No newline at end of file
+        git push
\ No newline at end of file
diff --git a/.gitignore b/.gitignore
index 7693405..6092f68 100644
--- a/.gitignore
+++ b/.gitignore
@@ -26,6 +26,7 @@ Thumbs.db
 __pycache__
 
 .coverage*
+htmlcov/
 .eggs/
 .metadata
 .project

From c118392b013abb1b17ac7602a7fdc3f6b9ba990d Mon Sep 17 00:00:00 2001
From: sofiane87 <sofiane-mahiou@hotmail.fr>
Date: Fri, 21 Nov 2025 08:40:21 +0000
Subject: [PATCH 3/3] add coverage badge

Signed-off-by: sofiane87 <sofiane-mahiou@hotmail.fr>
---
 .github/badges/coverage.svg |    2 +-
 coverage.xml                | 2570 +++++++++++++++++------------------
 2 files changed, 1286 insertions(+), 1286 deletions(-)

diff --git a/.github/badges/coverage.svg b/.github/badges/coverage.svg
index 237c693..45bd2e3 100644
--- a/.github/badges/coverage.svg
+++ b/.github/badges/coverage.svg
@@ -1 +1 @@
-<svg xmlns="http://www.w3.org/2000/svg" width="116" height="20" role="img" aria-label="coverage: pending"><title>coverage: pending</title><linearGradient id="s" x2="0" y2="100%"><stop offset="0" stop-color="#bbb" stop-opacity=".1"/><stop offset="1" stop-opacity=".1"/></linearGradient><clipPath id="r"><rect width="116" height="20" rx="3" fill="#fff"/></clipPath><g clip-path="url(#r)"><rect width="61" height="20" fill="#555"/><rect x="61" width="55" height="20" fill="#9f9f9f"/><rect width="116" height="20" fill="url(#s)"/></g><g fill="#fff" text-anchor="middle" font-family="Verdana,Geneva,DejaVu Sans,sans-serif" text-rendering="geometricPrecision" font-size="110"><text aria-hidden="true" x="315" y="150" fill="#010101" fill-opacity=".3" transform="scale(.1)" textLength="510">coverage</text><text x="315" y="140" transform="scale(.1)" fill="#fff" textLength="510">coverage</text><text aria-hidden="true" x="875" y="150" fill="#010101" fill-opacity=".3" transform="scale(.1)" textLength="450">pending</text><text x="875" y="140" transform="scale(.1)" fill="#fff" textLength="450">pending</text></g></svg>
\ No newline at end of file
+<svg xmlns="http://www.w3.org/2000/svg" width="108" height="20" role="img" aria-label="coverage: 76.6%"><title>coverage: 76.6%</title><linearGradient id="s" x2="0" y2="100%"><stop offset="0" stop-color="#bbb" stop-opacity=".1"/><stop offset="1" stop-opacity=".1"/></linearGradient><clipPath id="r"><rect width="108" height="20" rx="3" fill="#fff"/></clipPath><g clip-path="url(#r)"><rect width="61" height="20" fill="#555"/><rect x="61" width="47" height="20" fill="#dfb317"/><rect width="108" height="20" fill="url(#s)"/></g><g fill="#fff" text-anchor="middle" font-family="Verdana,Geneva,DejaVu Sans,sans-serif" text-rendering="geometricPrecision" font-size="110"><text aria-hidden="true" x="315" y="150" fill="#010101" fill-opacity=".3" transform="scale(.1)" textLength="510">coverage</text><text x="315" y="140" transform="scale(.1)" fill="#fff" textLength="510">coverage</text><text aria-hidden="true" x="835" y="150" fill="#010101" fill-opacity=".3" transform="scale(.1)" textLength="370">76.6%</text><text x="835" y="140" transform="scale(.1)" fill="#fff" textLength="370">76.6%</text></g></svg>
\ No newline at end of file
diff --git a/coverage.xml b/coverage.xml
index 5f3cbe6..38e0a09 100644
--- a/coverage.xml
+++ b/coverage.xml
@@ -1,29 +1,29 @@
 <?xml version="1.0" ?>
-<coverage version="7.11.0" timestamp="1762364449509" lines-valid="2588" lines-covered="738" line-rate="0.2852" branches-valid="702" branches-covered="62" branch-rate="0.08832" complexity="0">
+<coverage version="7.11.0" timestamp="1763714335694" lines-valid="2588" lines-covered="1982" line-rate="0.7658" branches-valid="702" branches-covered="440" branch-rate="0.6268" complexity="0">
 	<!-- Generated by coverage.py: https://coverage.readthedocs.io/en/7.11.0 -->
 	<!-- Based on https://raw.githubusercontent.com/cobertura/web/master/htdocs/xml/coverage-04.dtd -->
 	<sources>
 		<source>/root/Source/dpmm/src/dpmm</source>
 	</sources>
 	<packages>
-		<package name="." line-rate="0.8333" branch-rate="1" complexity="0">
+		<package name="." line-rate="1" branch-rate="1" complexity="0">
 			<classes>
-				<class name="utils.py" filename="utils.py" complexity="0" line-rate="0.8333" branch-rate="1">
+				<class name="utils.py" filename="utils.py" complexity="0" line-rate="1" branch-rate="1">
 					<methods/>
 					<lines>
 						<line number="1" hits="1"/>
 						<line number="2" hits="1"/>
 						<line number="5" hits="1"/>
 						<line number="19" hits="1"/>
-						<line number="20" hits="0"/>
+						<line number="20" hits="1"/>
 						<line number="22" hits="1"/>
 					</lines>
 				</class>
 			</classes>
 		</package>
-		<package name="models" line-rate="0.2519" branch-rate="0" complexity="0">
+		<package name="models" line-rate="0.8365" branch-rate="0.629" complexity="0">
 			<classes>
-				<class name="__init__.py" filename="models/__init__.py" complexity="0" line-rate="0.75" branch-rate="1">
+				<class name="__init__.py" filename="models/__init__.py" complexity="0" line-rate="1" branch-rate="1">
 					<methods/>
 					<lines>
 						<line number="1" hits="1"/>
@@ -35,12 +35,12 @@
 						<line number="9" hits="1"/>
 						<line number="10" hits="1"/>
 						<line number="13" hits="1"/>
-						<line number="14" hits="0"/>
-						<line number="15" hits="0"/>
-						<line number="17" hits="0"/>
+						<line number="14" hits="1"/>
+						<line number="15" hits="1"/>
+						<line number="17" hits="1"/>
 					</lines>
 				</class>
-				<class name="aim.py" filename="models/aim.py" complexity="0" line-rate="0.2039" branch-rate="0">
+				<class name="aim.py" filename="models/aim.py" complexity="0" line-rate="0.8398" branch-rate="0.6607">
 					<methods/>
 					<lines>
 						<line number="9" hits="1"/>
@@ -59,31 +59,31 @@
 						<line number="24" hits="1"/>
 						<line number="25" hits="1"/>
 						<line number="28" hits="1"/>
-						<line number="42" hits="0"/>
-						<line number="43" hits="0"/>
+						<line number="42" hits="1"/>
+						<line number="43" hits="1"/>
 						<line number="48" hits="1"/>
-						<line number="62" hits="0"/>
-						<line number="63" hits="0" branch="true" condition-coverage="0% (0/2)" missing-branches="64,65"/>
-						<line number="64" hits="0"/>
-						<line number="65" hits="0"/>
+						<line number="62" hits="1"/>
+						<line number="63" hits="1" branch="true" condition-coverage="100% (2/2)"/>
+						<line number="64" hits="1"/>
+						<line number="65" hits="1"/>
 						<line number="68" hits="1"/>
-						<line number="84" hits="0"/>
-						<line number="85" hits="0"/>
+						<line number="84" hits="1"/>
+						<line number="85" hits="1"/>
 						<line number="88" hits="1"/>
-						<line number="103" hits="0"/>
-						<line number="104" hits="0"/>
-						<line number="106" hits="0"/>
+						<line number="103" hits="1"/>
+						<line number="104" hits="1"/>
+						<line number="106" hits="1"/>
 						<line number="109" hits="1"/>
-						<line number="129" hits="0"/>
-						<line number="130" hits="0"/>
-						<line number="131" hits="0" branch="true" condition-coverage="0% (0/2)" missing-branches="132,142"/>
-						<line number="132" hits="0" branch="true" condition-coverage="0% (0/2)" missing-branches="133,135"/>
-						<line number="133" hits="0"/>
-						<line number="135" hits="0"/>
-						<line number="139" hits="0"/>
-						<line number="140" hits="0" branch="true" condition-coverage="0% (0/2)" missing-branches="131,141"/>
-						<line number="141" hits="0"/>
-						<line number="142" hits="0"/>
+						<line number="129" hits="1"/>
+						<line number="130" hits="1"/>
+						<line number="131" hits="1" branch="true" condition-coverage="100% (2/2)"/>
+						<line number="132" hits="1" branch="true" condition-coverage="100% (2/2)"/>
+						<line number="133" hits="1"/>
+						<line number="135" hits="1"/>
+						<line number="139" hits="1"/>
+						<line number="140" hits="1" branch="true" condition-coverage="50% (1/2)" missing-branches="131"/>
+						<line number="141" hits="1"/>
+						<line number="142" hits="1"/>
 						<line number="145" hits="1"/>
 						<line number="169" hits="0"/>
 						<line number="170" hits="0" branch="true" condition-coverage="0% (0/2)" missing-branches="171,173"/>
@@ -108,12 +108,12 @@
 						<line number="270" hits="0"/>
 						<line number="273" hits="1"/>
 						<line number="312" hits="1"/>
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+						<line number="328" hits="1"/>
+						<line number="339" hits="1"/>
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+						<line number="342" hits="1"/>
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 						<line number="345" hits="1"/>
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 						<line number="347" hits="0"/>
@@ -121,137 +121,137 @@
 						<line number="349" hits="0"/>
 						<line number="350" hits="0"/>
 						<line number="352" hits="1"/>
-						<line number="374" hits="0" branch="true" condition-coverage="0% (0/2)" missing-branches="375,380"/>
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-						<line number="376" hits="0"/>
-						<line number="377" hits="0" branch="true" condition-coverage="0% (0/2)" missing-branches="378,383"/>
+						<line number="374" hits="1" branch="true" condition-coverage="50% (1/2)" missing-branches="380"/>
+						<line number="375" hits="1"/>
+						<line number="376" hits="1"/>
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-						<line number="385" hits="0"/>
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+						<line number="384" hits="1" branch="true" condition-coverage="50% (1/2)" missing-branches="387"/>
+						<line number="385" hits="1"/>
 						<line number="387" hits="0"/>
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+						<line number="389" hits="1"/>
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-						<line number="418" hits="0" branch="true" condition-coverage="0% (0/2)" missing-branches="419,424"/>
+						<line number="415" hits="1"/>
+						<line number="416" hits="1"/>
+						<line number="418" hits="1" branch="true" condition-coverage="50% (1/2)" missing-branches="419"/>
 						<line number="419" hits="0" branch="true" condition-coverage="0% (0/2)" missing-branches="420,431"/>
 						<line number="420" hits="0"/>
-						<line number="424" hits="0" branch="true" condition-coverage="0% (0/2)" missing-branches="428,431"/>
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+						<line number="424" hits="1" branch="true" condition-coverage="100% (2/2)"/>
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+						<line number="429" hits="1"/>
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+						<line number="435" hits="1" branch="true" condition-coverage="100% (2/2)"/>
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+						<line number="437" hits="1"/>
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 						<line number="442" hits="1"/>
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+						<line number="461" hits="1"/>
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+						<line number="520" hits="1" branch="true" condition-coverage="100% (2/2)"/>
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+						<line number="523" hits="1" branch="true" condition-coverage="100% (2/2)"/>
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+						<line number="533" hits="1"/>
+						<line number="535" hits="1"/>
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+						<line number="541" hits="1"/>
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+						<line number="556" hits="1"/>
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-				<class name="mst.py" filename="models/mst.py" complexity="0" line-rate="0.2969" branch-rate="0">
+				<class name="mst.py" filename="models/mst.py" complexity="0" line-rate="0.8594" branch-rate="0.6071">
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@@ -282,34 +282,34 @@
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@@ -318,73 +318,73 @@
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 				</class>
-				<class name="priv_bayes.py" filename="models/priv_bayes.py" complexity="0" line-rate="0.2414" branch-rate="0">
+				<class name="priv_bayes.py" filename="models/priv_bayes.py" complexity="0" line-rate="0.8046" branch-rate="0.6">
 					<methods/>
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@@ -405,8 +405,8 @@
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@@ -437,137 +437,137 @@
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 			</classes>
 		</package>
-		<package name="models.base" line-rate="0.3365" branch-rate="0.01111" complexity="0">
+		<package name="models.base" line-rate="0.6826" branch-rate="0.5667" complexity="0">
 			<classes>
-				<class name="base.py" filename="models/base/base.py" complexity="0" line-rate="0.6154" branch-rate="1">
+				<class name="base.py" filename="models/base/base.py" complexity="0" line-rate="0.8462" branch-rate="1">
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@@ -578,12 +578,12 @@
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 						<line number="11" hits="1"/>
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@@ -591,14 +591,14 @@
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-				<class name="compression.py" filename="models/base/compression.py" complexity="0" line-rate="0.09322" branch-rate="0">
+				<class name="compression.py" filename="models/base/compression.py" complexity="0" line-rate="0.9237" branch-rate="0.8462">
 					<methods/>
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@@ -607,121 +607,121 @@
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 				</class>
-				<class name="graphical.py" filename="models/base/graphical.py" complexity="0" line-rate="0.3235" branch-rate="0">
+				<class name="graphical.py" filename="models/base/graphical.py" complexity="0" line-rate="0.9118" branch-rate="0.75">
 					<methods/>
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 						<line number="1" hits="1"/>
@@ -729,38 +729,38 @@
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 						<line number="51" hits="1"/>
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 						<line number="66" hits="1"/>
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 				</class>
-				<class name="matrix.py" filename="models/base/matrix.py" complexity="0" line-rate="0.4087" branch-rate="0">
+				<class name="matrix.py" filename="models/base/matrix.py" complexity="0" line-rate="0.4471" branch-rate="0">
 					<methods/>
 					<lines>
 						<line number="12" hits="1"/>
@@ -793,7 +793,7 @@
 						<line number="77" hits="1"/>
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 						<line number="80" hits="1"/>
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@@ -846,19 +846,19 @@
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@@ -973,21 +973,21 @@
 						<line number="353" hits="0"/>
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 				</class>
-				<class name="memory.py" filename="models/base/memory.py" complexity="0" line-rate="0.6667" branch-rate="1">
+				<class name="memory.py" filename="models/base/memory.py" complexity="0" line-rate="1" branch-rate="1">
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 						<line number="7" hits="1"/>
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-				<class name="utils.py" filename="models/base/utils.py" complexity="0" line-rate="0.5" branch-rate="0.1667">
+				<class name="utils.py" filename="models/base/utils.py" complexity="0" line-rate="0.9167" branch-rate="0.6667">
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@@ -995,17 +995,17 @@
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@@ -1018,7 +1018,7 @@
 				</class>
 			</classes>
 		</package>
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+		<package name="models.base.mbi" line-rate="0.6433" branch-rate="0.4844" complexity="0">
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 					<methods/>
@@ -1107,18 +1107,18 @@
 						<line number="103" hits="0"/>
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-				<class name="clique_vector.py" filename="models/base/mbi/clique_vector.py" complexity="0" line-rate="0.3934" branch-rate="0">
+				<class name="clique_vector.py" filename="models/base/mbi/clique_vector.py" complexity="0" line-rate="0.6721" branch-rate="0.6">
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@@ -1168,12 +1168,12 @@
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-				<class name="dataset.py" filename="models/base/mbi/dataset.py" complexity="0" line-rate="0.375" branch-rate="0">
+				<class name="dataset.py" filename="models/base/mbi/dataset.py" complexity="0" line-rate="0.7" branch-rate="1">
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@@ -1182,11 +1182,11 @@
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@@ -1201,11 +1201,11 @@
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@@ -1213,47 +1213,47 @@
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 				</class>
-				<class name="domain.py" filename="models/base/mbi/domain.py" complexity="0" line-rate="0.3929" branch-rate="0">
+				<class name="domain.py" filename="models/base/mbi/domain.py" complexity="0" line-rate="0.7857" branch-rate="0.375">
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@@ -1261,15 +1261,15 @@
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@@ -1279,18 +1279,18 @@
 						<line number="121" hits="0"/>
 					</lines>
 				</class>
-				<class name="factor.py" filename="models/base/mbi/factor.py" complexity="0" line-rate="0.2418" branch-rate="0">
+				<class name="factor.py" filename="models/base/mbi/factor.py" complexity="0" line-rate="0.6928" branch-rate="0.5625">
 					<methods/>
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@@ -1300,7 +1300,7 @@
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@@ -1317,41 +1317,41 @@
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@@ -1370,32 +1370,32 @@
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@@ -1404,14 +1404,14 @@
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@@ -1422,22 +1422,22 @@
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 				</class>
-				<class name="graphical_model.py" filename="models/base/mbi/graphical_model.py" complexity="0" line-rate="0.114" branch-rate="0">
+				<class name="graphical_model.py" filename="models/base/mbi/graphical_model.py" complexity="0" line-rate="0.6579" branch-rate="0.5441">
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@@ -1449,51 +1449,51 @@
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+				<class name="inference.py" filename="models/base/mbi/inference.py" complexity="0" line-rate="0.5658" branch-rate="0.4545">
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-						<line number="322" hits="0" branch="true" condition-coverage="0% (0/2)" missing-branches="323,327"/>
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+						<line number="349" hits="1"/>
+						<line number="350" hits="1" branch="true" condition-coverage="50% (1/2)" missing-branches="351"/>
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-						<line number="371" hits="0"/>
-						<line number="372" hits="0"/>
-						<line number="373" hits="0" branch="true" condition-coverage="0% (0/2)" missing-branches="374,376"/>
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-						<line number="376" hits="0"/>
-						<line number="379" hits="0"/>
-						<line number="381" hits="0"/>
-						<line number="382" hits="0" branch="true" condition-coverage="0% (0/2)" missing-branches="exit,383"/>
-						<line number="383" hits="0" branch="true" condition-coverage="0% (0/2)" missing-branches="384,397"/>
+						<line number="353" hits="1"/>
+						<line number="354" hits="1"/>
+						<line number="355" hits="1"/>
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+						<line number="363" hits="1"/>
+						<line number="371" hits="1"/>
+						<line number="372" hits="1"/>
+						<line number="373" hits="1" branch="true" condition-coverage="100% (2/2)"/>
+						<line number="374" hits="1"/>
+						<line number="376" hits="1"/>
+						<line number="379" hits="1"/>
+						<line number="381" hits="1"/>
+						<line number="382" hits="1" branch="true" condition-coverage="100% (2/2)"/>
+						<line number="383" hits="1" branch="true" condition-coverage="50% (1/2)" missing-branches="384"/>
 						<line number="384" hits="0"/>
 						<line number="386" hits="0"/>
 						<line number="387" hits="0"/>
@@ -1878,11 +1878,11 @@
 						<line number="392" hits="0"/>
 						<line number="393" hits="0"/>
 						<line number="394" hits="0"/>
-						<line number="397" hits="0"/>
-						<line number="398" hits="0" branch="true" condition-coverage="0% (0/2)" missing-branches="382,400"/>
-						<line number="400" hits="0" branch="true" condition-coverage="0% (0/2)" missing-branches="398,401"/>
-						<line number="401" hits="0"/>
-						<line number="402" hits="0"/>
+						<line number="397" hits="1"/>
+						<line number="398" hits="1" branch="true" condition-coverage="50% (1/2)" missing-branches="382"/>
+						<line number="400" hits="1" branch="true" condition-coverage="100% (2/2)"/>
+						<line number="401" hits="1"/>
+						<line number="402" hits="1"/>
 						<line number="404" hits="1"/>
 						<line number="409" hits="0"/>
 						<line number="410" hits="0" branch="true" condition-coverage="0% (0/2)" missing-branches="411,420"/>
@@ -1903,7 +1903,7 @@
 						<line number="427" hits="0"/>
 					</lines>
 				</class>
-				<class name="junction_tree.py" filename="models/base/mbi/junction_tree.py" complexity="0" line-rate="0.1717" branch-rate="0">
+				<class name="junction_tree.py" filename="models/base/mbi/junction_tree.py" complexity="0" line-rate="0.8788" branch-rate="0.75">
 					<methods/>
 					<lines>
 						<line number="3" hits="1"/>
@@ -1912,104 +1912,104 @@
 						<line number="6" hits="1"/>
 						<line number="9" hits="1"/>
 						<line number="16" hits="1"/>
-						<line number="23" hits="0"/>
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-						<line number="26" hits="0"/>
-						<line number="27" hits="0"/>
+						<line number="23" hits="1"/>
+						<line number="24" hits="1"/>
+						<line number="25" hits="1"/>
+						<line number="26" hits="1"/>
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 						<line number="30" hits="1"/>
 						<line number="31" hits="0" branch="true" condition-coverage="0% (0/2)" missing-branches="32,33"/>
 						<line number="32" hits="0"/>
 						<line number="33" hits="0"/>
 						<line number="35" hits="1"/>
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+						<line number="37" hits="1"/>
 						<line number="39" hits="1"/>
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+						<line number="51" hits="1" branch="true" condition-coverage="100% (2/2)"/>
+						<line number="52" hits="1" branch="true" condition-coverage="100% (2/2)"/>
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 						<line number="59" hits="1"/>
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 						<line number="62" hits="1"/>
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-						<line number="70" hits="0"/>
+						<line number="66" hits="1"/>
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+						<line number="68" hits="1" branch="true" condition-coverage="100% (2/2)"/>
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-						<line number="125" hits="0"/>
+						<line number="114" hits="1"/>
+						<line number="117" hits="1"/>
+						<line number="118" hits="1"/>
+						<line number="119" hits="1"/>
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+						<line number="121" hits="1"/>
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+						<line number="123" hits="1"/>
+						<line number="125" hits="1"/>
 						<line number="127" hits="1"/>
-						<line number="128" hits="0" branch="true" condition-coverage="0% (0/2)" missing-branches="132,133"/>
-						<line number="132" hits="0"/>
+						<line number="128" hits="1" branch="true" condition-coverage="50% (1/2)" missing-branches="133"/>
+						<line number="132" hits="1"/>
 						<line number="133" hits="0" branch="true" condition-coverage="0% (0/2)" missing-branches="134,138"/>
 						<line number="134" hits="0"/>
 						<line number="137" hits="0"/>
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-						<line number="143" hits="0"/>
-						<line number="144" hits="0" branch="true" condition-coverage="0% (0/2)" missing-branches="145,147"/>
-						<line number="145" hits="0"/>
-						<line number="146" hits="0"/>
-						<line number="147" hits="0"/>
-						<line number="148" hits="0"/>
+						<line number="138" hits="1"/>
+						<line number="139" hits="1"/>
+						<line number="141" hits="1"/>
+						<line number="142" hits="1"/>
+						<line number="143" hits="1"/>
+						<line number="144" hits="1" branch="true" condition-coverage="100% (2/2)"/>
+						<line number="145" hits="1"/>
+						<line number="146" hits="1"/>
+						<line number="147" hits="1"/>
+						<line number="148" hits="1"/>
 					</lines>
 				</class>
 			</classes>
 		</package>
-		<package name="models.base.mechanisms" line-rate="0.193" branch-rate="0" complexity="0">
+		<package name="models.base.mechanisms" line-rate="0.8304" branch-rate="0.75" complexity="0">
 			<classes>
 				<class name="__init__.py" filename="models/base/mechanisms/__init__.py" complexity="0" line-rate="1" branch-rate="1">
 					<methods/>
@@ -2018,7 +2018,7 @@
 						<line number="2" hits="1"/>
 					</lines>
 				</class>
-				<class name="cdp2adp.py" filename="models/base/mechanisms/cdp2adp.py" complexity="0" line-rate="0.1042" branch-rate="0">
+				<class name="cdp2adp.py" filename="models/base/mechanisms/cdp2adp.py" complexity="0" line-rate="0.6042" branch-rate="0.5">
 					<methods/>
 					<lines>
 						<line number="29" hits="1"/>
@@ -2029,20 +2029,20 @@
 						<line number="48" hits="0"/>
 						<line number="50" hits="0"/>
 						<line number="55" hits="1"/>
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-						<line number="57" hits="0"/>
-						<line number="58" hits="0" branch="true" condition-coverage="0% (0/2)" missing-branches="59,71"/>
+						<line number="56" hits="1"/>
+						<line number="57" hits="1"/>
+						<line number="58" hits="1" branch="true" condition-coverage="50% (1/2)" missing-branches="59"/>
 						<line number="59" hits="0"/>
-						<line number="71" hits="0"/>
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-						<line number="81" hits="0"/>
-						<line number="84" hits="0"/>
+						<line number="71" hits="1"/>
+						<line number="72" hits="1"/>
+						<line number="73" hits="1" branch="true" condition-coverage="100% (2/2)"/>
+						<line number="74" hits="1"/>
+						<line number="75" hits="1"/>
+						<line number="76" hits="1" branch="true" condition-coverage="100% (2/2)"/>
+						<line number="77" hits="1"/>
+						<line number="79" hits="1"/>
+						<line number="81" hits="1"/>
+						<line number="84" hits="1"/>
 						<line number="89" hits="1"/>
 						<line number="90" hits="0"/>
 						<line number="91" hits="0"/>
@@ -2057,21 +2057,21 @@
 						<line number="104" hits="0"/>
 						<line number="105" hits="0"/>
 						<line number="110" hits="1"/>
-						<line number="111" hits="0"/>
-						<line number="112" hits="0"/>
-						<line number="113" hits="0" branch="true" condition-coverage="0% (0/2)" missing-branches="114,115"/>
+						<line number="111" hits="1"/>
+						<line number="112" hits="1"/>
+						<line number="113" hits="1" branch="true" condition-coverage="50% (1/2)" missing-branches="114"/>
 						<line number="114" hits="0"/>
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-						<line number="117" hits="0" branch="true" condition-coverage="0% (0/2)" missing-branches="118,123"/>
-						<line number="118" hits="0"/>
-						<line number="119" hits="0" branch="true" condition-coverage="0% (0/2)" missing-branches="120,122"/>
-						<line number="120" hits="0"/>
-						<line number="122" hits="0"/>
-						<line number="123" hits="0"/>
+						<line number="115" hits="1"/>
+						<line number="116" hits="1"/>
+						<line number="117" hits="1" branch="true" condition-coverage="100% (2/2)"/>
+						<line number="118" hits="1"/>
+						<line number="119" hits="1" branch="true" condition-coverage="100% (2/2)"/>
+						<line number="120" hits="1"/>
+						<line number="122" hits="1"/>
+						<line number="123" hits="1"/>
 					</lines>
 				</class>
-				<class name="mechanism.py" filename="models/base/mechanisms/mechanism.py" complexity="0" line-rate="0.2149" branch-rate="0">
+				<class name="mechanism.py" filename="models/base/mechanisms/mechanism.py" complexity="0" line-rate="0.9174" branch-rate="0.8462">
 					<methods/>
 					<lines>
 						<line number="3" hits="1"/>
@@ -2087,78 +2087,78 @@
 						<line number="15" hits="1"/>
 						<line number="18" hits="1"/>
 						<line number="19" hits="1"/>
-						<line number="38" hits="0" branch="true" condition-coverage="0% (0/2)" missing-branches="39,42"/>
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-						<line number="70" hits="0"/>
-						<line number="71" hits="0"/>
-						<line number="72" hits="0"/>
+						<line number="38" hits="1" branch="true" condition-coverage="100% (2/2)"/>
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+						<line number="49" hits="1" branch="true" condition-coverage="100% (2/2)"/>
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-						<line number="82" hits="0"/>
+						<line number="80" hits="1" branch="true" condition-coverage="100% (2/2)"/>
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+						<line number="95" hits="1" branch="true" condition-coverage="100% (2/2)"/>
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+						<line number="104" hits="1" branch="true" condition-coverage="100% (2/2)"/>
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-						<line number="149" hits="0"/>
-						<line number="151" hits="0"/>
+						<line number="112" hits="1" branch="true" condition-coverage="100% (2/2)"/>
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+						<line number="114" hits="1" branch="true" condition-coverage="100% (2/2)"/>
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+						<line number="129" hits="1" branch="true" condition-coverage="100% (2/2)"/>
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+						<line number="132" hits="1" branch="true" condition-coverage="50% (1/2)" missing-branches="136"/>
+						<line number="133" hits="1"/>
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+						<line number="136" hits="1" branch="true" condition-coverage="100% (2/2)"/>
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+						<line number="151" hits="1"/>
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 						<line number="154" hits="1"/>
 						<line number="155" hits="0"/>
@@ -2172,169 +2172,169 @@
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 						<line number="167" hits="0"/>
 						<line number="169" hits="1"/>
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-						<line number="177" hits="0" branch="true" condition-coverage="0% (0/2)" missing-branches="178,192"/>
-						<line number="178" hits="0"/>
+						<line number="170" hits="1" branch="true" condition-coverage="100% (2/2)"/>
+						<line number="171" hits="1"/>
+						<line number="173" hits="1" branch="true" condition-coverage="50% (1/2)" missing-branches="176"/>
+						<line number="174" hits="1"/>
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+						<line number="177" hits="1" branch="true" condition-coverage="50% (1/2)" missing-branches="192"/>
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 						<line number="192" hits="0"/>
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-						<line number="218" hits="0"/>
-						<line number="222" hits="0"/>
+						<line number="199" hits="1" branch="true" condition-coverage="100% (2/2)"/>
+						<line number="200" hits="1"/>
+						<line number="204" hits="1" branch="true" condition-coverage="100% (2/2)"/>
+						<line number="205" hits="1"/>
+						<line number="207" hits="1" branch="true" condition-coverage="100% (2/2)"/>
+						<line number="208" hits="1"/>
+						<line number="210" hits="1"/>
+						<line number="213" hits="1" branch="true" condition-coverage="100% (2/2)"/>
+						<line number="214" hits="1"/>
+						<line number="216" hits="1"/>
+						<line number="217" hits="1" branch="true" condition-coverage="100% (2/2)"/>
+						<line number="218" hits="1"/>
+						<line number="222" hits="1"/>
 					</lines>
 				</class>
 			</classes>
 		</package>
-		<package name="pipelines" line-rate="0" branch-rate="0" complexity="0">
+		<package name="pipelines" line-rate="0.9245" branch-rate="0.6562" complexity="0">
 			<classes>
-				<class name="__init__.py" filename="pipelines/__init__.py" complexity="0" line-rate="0" branch-rate="1">
+				<class name="__init__.py" filename="pipelines/__init__.py" complexity="0" line-rate="1" branch-rate="1">
 					<methods/>
 					<lines>
-						<line number="1" hits="0"/>
-						<line number="2" hits="0"/>
-						<line number="3" hits="0"/>
-						<line number="5" hits="0"/>
-						<line number="6" hits="0"/>
+						<line number="1" hits="1"/>
+						<line number="2" hits="1"/>
+						<line number="3" hits="1"/>
+						<line number="5" hits="1"/>
+						<line number="6" hits="1"/>
 					</lines>
 				</class>
-				<class name="aim.py" filename="pipelines/aim.py" complexity="0" line-rate="0" branch-rate="1">
+				<class name="aim.py" filename="pipelines/aim.py" complexity="0" line-rate="1" branch-rate="1">
 					<methods/>
 					<lines>
-						<line number="1" hits="0"/>
-						<line number="2" hits="0"/>
-						<line number="5" hits="0"/>
-						<line number="6" hits="0"/>
+						<line number="1" hits="1"/>
+						<line number="2" hits="1"/>
+						<line number="5" hits="1"/>
+						<line number="6" hits="1"/>
 					</lines>
 				</class>
-				<class name="base.py" filename="pipelines/base.py" complexity="0" line-rate="0" branch-rate="0">
+				<class name="base.py" filename="pipelines/base.py" complexity="0" line-rate="0.9101" branch-rate="0.6562">
 					<methods/>
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-						<line number="230" hits="0" branch="true" condition-coverage="0% (0/2)" missing-branches="231,233"/>
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+						<line number="226" hits="1" branch="true" condition-coverage="50% (1/2)" missing-branches="229"/>
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+						<line number="229" hits="1" branch="true" condition-coverage="50% (1/2)" missing-branches="235"/>
+						<line number="230" hits="1" branch="true" condition-coverage="50% (1/2)" missing-branches="233"/>
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-						<line number="244" hits="0" branch="true" condition-coverage="0% (0/2)" missing-branches="245,247"/>
+						<line number="235" hits="1"/>
+						<line number="244" hits="1" branch="true" condition-coverage="50% (1/2)" missing-branches="245"/>
 						<line number="245" hits="0"/>
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+						<line number="256" hits="1"/>
+						<line number="257" hits="1"/>
 						<line number="258" hits="0"/>
 					</lines>
 				</class>
-				<class name="mst.py" filename="pipelines/mst.py" complexity="0" line-rate="0" branch-rate="1">
+				<class name="mst.py" filename="pipelines/mst.py" complexity="0" line-rate="1" branch-rate="1">
 					<methods/>
 					<lines>
-						<line number="1" hits="0"/>
-						<line number="2" hits="0"/>
-						<line number="5" hits="0"/>
-						<line number="6" hits="0"/>
+						<line number="1" hits="1"/>
+						<line number="2" hits="1"/>
+						<line number="5" hits="1"/>
+						<line number="6" hits="1"/>
 					</lines>
 				</class>
-				<class name="priv_bayes.py" filename="pipelines/priv_bayes.py" complexity="0" line-rate="0" branch-rate="1">
+				<class name="priv_bayes.py" filename="pipelines/priv_bayes.py" complexity="0" line-rate="1" branch-rate="1">
 					<methods/>
 					<lines>
-						<line number="1" hits="0"/>
-						<line number="2" hits="0"/>
-						<line number="5" hits="0"/>
-						<line number="6" hits="0"/>
+						<line number="1" hits="1"/>
+						<line number="2" hits="1"/>
+						<line number="5" hits="1"/>
+						<line number="6" hits="1"/>
 					</lines>
 				</class>
 			</classes>
 		</package>
-		<package name="processing" line-rate="0.5849" branch-rate="0.4766" complexity="0">
+		<package name="processing" line-rate="0.9646" branch-rate="0.875" complexity="0">
 			<classes>
 				<class name="__init__.py" filename="processing/__init__.py" complexity="0" line-rate="1" branch-rate="1">
 					<methods/>
@@ -2344,7 +2344,7 @@
 						<line number="4" hits="1"/>
 					</lines>
 				</class>
-				<class name="binners.py" filename="processing/binners.py" complexity="0" line-rate="0.9543" branch-rate="0.8333">
+				<class name="binners.py" filename="processing/binners.py" complexity="0" line-rate="0.9594" branch-rate="0.8519">
 					<methods/>
 					<lines>
 						<line number="1" hits="1"/>
@@ -2369,7 +2369,7 @@
 						<line number="69" hits="1" branch="true" condition-coverage="50% (1/2)" missing-branches="72"/>
 						<line number="70" hits="1"/>
 						<line number="72" hits="1"/>
-						<line number="75" hits="1" branch="true" condition-coverage="50% (1/2)" missing-branches="77"/>
+						<line number="75" hits="1" branch="true" condition-coverage="100% (2/2)"/>
 						<line number="76" hits="1"/>
 						<line number="77" hits="1"/>
 						<line number="79" hits="1"/>
@@ -2430,7 +2430,7 @@
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 						<line number="270" hits="1"/>
 						<line number="271" hits="1"/>
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 						<line number="285" hits="1"/>
 						<line number="287" hits="1"/>
@@ -2546,174 +2546,174 @@
 						<line number="639" hits="1"/>
 					</lines>
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