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feat: CD denoising #1366

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feat: CD denoising #1366

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676bc32
develop engine for CVT denoising
tongtongcao Mar 12, 2026
7c7458f
CVT Hits reconstruction stand-alone service.
Mar 16, 2026
cf2643a
update CVTDenoiseEngine with using BST::Hits and BMT::Hits as input
tongtongcao Mar 16, 2026
6bbc52e
update byte for record of hit status by AI prediction
tongtongcao Mar 17, 2026
4ae1f75
hipo to npz converter
Apr 23, 2026
bd0846b
hipo to npz converter
Apr 23, 2026
e6ba6f5
yaml file to create FML bank
Apr 23, 2026
44ffd4a
refactor!: remove NPZ conversion stuff from this branch
c-dilks Jul 27, 2026
0326e56
fix(build): dependency version
c-dilks Jul 27, 2026
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3 changes: 2 additions & 1 deletion etc/bankdefs/hipo4/bmt.json
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Original file line number Diff line number Diff line change
Expand Up @@ -129,7 +129,8 @@
{"name":"trkingStat", "type":"B", "info":"tracking status"},
{"name":"clusterID", "type":"S", "info":"associated cluster ID"},
{"name":"trkID", "type":"S", "info":"associated track ID"},
{"name":"status", "type":"B", "info":"status (0=good)"}
{"name":"status", "type":"B", "info":"status (0=good)"},
{"name":"ai", "type":"B", "info":"bits [0-2] : noise flags for sections 1-3 (1 = noise, 0 = signal); bits [3-5] : hit presence for sections 1-3 (1 = hit present, 0 = no hit)"}
]
},
{
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3 changes: 2 additions & 1 deletion etc/bankdefs/hipo4/bst.json
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Expand Up @@ -120,7 +120,8 @@
{"name":"trkingStat", "type":"B", "info":"tracking status"},
{"name":"clusterID", "type":"S", "info":"associated cluster ID"},
{"name":"trkID", "type":"S", "info":"associated track ID"},
{"name":"status", "type":"B", "info":"status (0=good)"}
{"name":"status", "type":"B", "info":"status (0=good)"},
{"name":"ai", "type":"B", "info":"bits [0-2] : noise flags for sections 1-3 (1 = noise, 0 = signal); bits [3-5] : hit presence for sections 1-3 (1 = hit present, 0 = no hit)"}
]
},
{
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30 changes: 30 additions & 0 deletions etc/services/data-cvthits.yaml
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Original file line number Diff line number Diff line change
@@ -0,0 +1,30 @@
io-services:
reader:
class: org.jlab.io.clara.HipoToHipoReader
name: HipoToHipoReader
writer:
class: org.jlab.io.clara.HipoToHipoWriter
name: HipoToHipoWriter
services:
- class: org.jlab.clas.swimtools.MagFieldsEngine
name: MAGFIELDS
- class: org.jlab.rec.cvt.services.CVTHitEngine
name: CVTH
configuration:
global:
variation: rga_fall2018_bg
# timestamp: 12/31/2020-00:00:00
# triggerMask: "0x1"
## uncomment the following two lines for compatibility with alignments before the DC fixes
# dcMinistagger: "NOTONREFWIRE"
# dcFeedthroughs: "OFF"
# io-services:
# writer:
# schema_dir: dst
services:
MAGFIELDS:
magfieldSolenoidMap: Symm_solenoid_r601_phi1_z1201_13June2018.dat
magfieldTorusMap: Full_torus_r251_phi181_z251_25Jan2021.dat

mime-types:
- binary/data-hipo
9 changes: 9 additions & 0 deletions reconstruction/cvt/pom.xml
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Expand Up @@ -79,6 +79,11 @@
<artifactId>clas-geometry</artifactId>
<version>14.1.2-SNAPSHOT</version>
</dependency>
<dependency>
<groupId>org.jlab.clas12.detector</groupId>
<artifactId>clas12detector-ai</artifactId>
<version>14.1.2-SNAPSHOT</version>
</dependency>
<dependency>
<groupId>org.jlab.clas12.detector</groupId>
<artifactId>clas12detector-eb</artifactId>
Expand All @@ -95,6 +100,10 @@
<groupId>junit</groupId>
<artifactId>junit</artifactId>
</dependency>
<dependency>
<groupId>ai.djl</groupId>
<artifactId>api</artifactId>
</dependency>
</dependencies>

</project>
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