ai-training/_docs/02_tasks/_dependencies_table.md

Dependencies Table

Date: 2026-03-26 Total Tasks: 12 Total Complexity Points: 25 Epic: AZ-151

Task	Name	Complexity	Dependencies	Epic	Test Scenarios
AZ-152	test_infrastructure	3	None	AZ-151	—
AZ-153	test_augmentation	3	AZ-152	AZ-151	BT-AUG-01 to BT-AUG-08 (8)
AZ-154	test_augmentation_nonfunc	2	AZ-152	AZ-151	PT-AUG-01, PT-AUG-02, RT-AUG-01 to RT-AUG-03, RL-AUG-01 (6)
AZ-155	test_dataset_formation	2	AZ-152	AZ-151	BT-DSF-01 to BT-DSF-04, PT-DSF-01, RT-DSF-01, RL-DSF-01, RL-DSF-02 (8)
AZ-156	test_label_validation	1	AZ-152	AZ-151	BT-LBL-01 to BT-LBL-05 (5)
AZ-157	test_encryption	3	AZ-152	AZ-151	BT-ENC-01 to BT-ENC-06, PT-ENC-01, RT-ENC-01, ST-ENC-01 to ST-ENC-03, RL-ENC-01 (12)
AZ-158	test_model_split	1	AZ-152	AZ-151	BT-SPL-01, BT-SPL-02 (2)
AZ-159	test_annotation_classes	2	AZ-152	AZ-151	BT-CLS-01 to BT-CLS-03, RL-CLS-01 (4)
AZ-160	test_hardware_hash	2	AZ-152	AZ-151	BT-HSH-01 to BT-HSH-03, ST-HSH-01 to ST-HSH-04 (7)
AZ-161	test_onnx_inference	3	AZ-152	AZ-151	BT-INF-01 to BT-INF-03, PT-INF-01 (4)
AZ-162	test_nms	1	AZ-152	AZ-151	BT-NMS-01 to BT-NMS-03 (3)
AZ-163	test_annotation_queue	2	AZ-152	AZ-151	BT-AQM-01 to BT-AQM-04, RT-AQM-01 (5)

Dependency Graph

AZ-151 (Epic: Blackbox Tests)
└── AZ-152 test_infrastructure
    ├── AZ-153 test_augmentation
    ├── AZ-154 test_augmentation_nonfunc
    ├── AZ-155 test_dataset_formation
    ├── AZ-156 test_label_validation
    ├── AZ-157 test_encryption
    ├── AZ-158 test_model_split
    ├── AZ-159 test_annotation_classes
    ├── AZ-160 test_hardware_hash
    ├── AZ-161 test_onnx_inference
    ├── AZ-162 test_nms
    └── AZ-163 test_annotation_queue

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Refactoring Tasks (Epic: AZ-164)

Date: 2026-03-28 Total Tasks: 5 Total Complexity Points: 13

Task	Name	Complexity	Dependencies	Epic
AZ-165	refactor_unify_config	3	None	AZ-164
AZ-166	refactor_yolo_model	2	None	AZ-164
AZ-167	refactor_builtin_augmentation	3	AZ-166	AZ-164
AZ-168	refactor_remove_processed_dir	3	AZ-167	AZ-164
AZ-169	refactor_hard_symlinks	2	AZ-168	AZ-164

Dependency Graph

AZ-164 (Epic: Code Improvements Refactoring)
├── AZ-165 refactor_unify_config (independent)
└── AZ-166 refactor_yolo_model
    └── AZ-167 refactor_builtin_augmentation
        └── AZ-168 refactor_remove_processed_dir
            └── AZ-169 refactor_hard_symlinks

Implementation Strategy

• Batch 1: AZ-165 (unify config) + AZ-166 (YOLO model) — independent, can be parallel
• Batch 2: AZ-167 (built-in aug) + AZ-168 (remove processed dir) — sequential chain
• Batch 3: AZ-169 (hard symlinks) — depends on batch 2
• Estimated batches: 3

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New Feature Tasks (Epic: AZ-164)

Date: 2026-03-28 Total Tasks: 1 Total Complexity Points: 2

Task	Name	Complexity	Dependencies	Epic
AZ-171	dynamic_batch_export	2	None	AZ-164

Dependency Graph

AZ-164 (Epic: Code Improvements)
└── AZ-171 dynamic_batch_export (independent)

Implementation Strategy

• Batch 1: AZ-171 (dynamic batch export) — single independent task
• Estimated batches: 1