Datasets:
Add 8 synchronized three-view uint16 NumPy training samples
Browse files- README.md +1 -1
- compact_uint16/README.md +1 -1
- compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00675_bs_uav_episode_000.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00679_bs_uav_episode_000.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00680_bs_uav_episode_000.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00685_bs_uav_episode_000.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00686_bs_uav_episode_000.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00687_bs_uav_episode_000.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00688_bs_uav_episode_000.tar.gz +3 -0
- compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00689_bs_uav_episode_000.tar.gz +3 -0
- compact_uint16/dataset_summary.json +6 -6
- compact_uint16/manifests/legacy_aux_train.jsonl +8 -0
- compact_uint16/manifests/train.jsonl +8 -0
README.md
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@@ -14,7 +14,7 @@ pretty_name: Low-altitude RF world-model training episodes
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# Low-altitude RF world-model training data
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推荐下载 **compact_uint16** 完整 NumPy 训练包。当前清单含 **
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完整下载清单:[`compact_uint16/manifests/train.jsonl`](https://huggingface.co/datasets/DaftJun/RFWM/resolve/main/compact_uint16/manifests/train.jsonl)。每行含仓库内路径、字节数、SHA256、城市、物理场景组、版本及训练用途。每个 `.tar.gz` 是可独立读取的完整样本,包含:
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# Low-altitude RF world-model training data
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推荐下载 **compact_uint16** 完整 NumPy 训练包。当前清单含 **4361 条**(动态 UAV RF 实体 3308 条,历史辅助 1053 条)。统计范围:`committed_on_huggingface`,正在增量上传,尚不是全量完成声明。
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完整下载清单:[`compact_uint16/manifests/train.jsonl`](https://huggingface.co/datasets/DaftJun/RFWM/resolve/main/compact_uint16/manifests/train.jsonl)。每行含仓库内路径、字节数、SHA256、城市、物理场景组、版本及训练用途。每个 `.tar.gz` 是可独立读取的完整样本,包含:
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compact_uint16/README.md
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# Low-altitude RF world-model training data
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推荐下载 **compact_uint16** 完整 NumPy 训练包。当前清单含 **
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完整下载清单:[`compact_uint16/manifests/train.jsonl`](https://huggingface.co/datasets/DaftJun/RFWM/resolve/main/compact_uint16/manifests/train.jsonl)。每行含仓库内路径、字节数、SHA256、城市、物理场景组、版本及训练用途。每个 `.tar.gz` 是可独立读取的完整样本,包含:
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# Low-altitude RF world-model training data
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+
推荐下载 **compact_uint16** 完整 NumPy 训练包。当前清单含 **4361 条**(动态 UAV RF 实体 3308 条,历史辅助 1053 条)。统计范围:`committed_on_huggingface`,正在增量上传,尚不是全量完成声明。
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完整下载清单:[`compact_uint16/manifests/train.jsonl`](https://huggingface.co/datasets/DaftJun/RFWM/resolve/main/compact_uint16/manifests/train.jsonl)。每行含仓库内路径、字节数、SHA256、城市、物理场景组、版本及训练用途。每个 `.tar.gz` 是可独立读取的完整样本,包含:
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compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00675_bs_uav_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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size 91019485
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compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00679_bs_uav_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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size 156750510
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compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00680_bs_uav_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00685_bs_uav_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:5d9aa9f2f5c93c2c039b52f32f1b416f75fd5168df116e95ed6bedccc0973947
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size 120451286
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compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00686_bs_uav_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:0a34ee95efa8761827ced1d67757df91bc18648dc155689f796349041e20f7ac
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size 112300020
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compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00687_bs_uav_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:e2dd32cefd91338568ffdf4912347ea44037655d73558c09c1ddd1968bf20dc6
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size 128462103
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compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00688_bs_uav_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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oid sha256:954f17137dfd496f48565a4940ede0cd525263ef8ad2f20b5d4b31c0c103f7ee
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size 106022398
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compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00689_bs_uav_episode_000.tar.gz
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version https://git-lfs.github.com/spec/v1
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compact_uint16/dataset_summary.json
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{
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"updated_shanghai": "2026-11-01T05:06:
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"scope": "committed_on_huggingface",
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"repository": "DaftJun/RFWM",
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"complete_samples":
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"dynamic_rf_samples": 3308,
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"legacy_auxiliary_samples":
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"counts_by_city": {
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"boston": 752,
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"chicago":
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"houston": 1641
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},
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"unique_physical_groups":
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"total_tar_bytes":
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"split": "train",
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"rf_encoding": "uint16 centi-dBm; decode to float32 dBm with step 0.01 and offset 32768; invalid code 0",
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"edition": "uint16",
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{
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"updated_shanghai": "2026-11-01T05:06:49.541721+08:00",
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"scope": "committed_on_huggingface",
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"repository": "DaftJun/RFWM",
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"complete_samples": 4361,
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"dynamic_rf_samples": 3308,
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"legacy_auxiliary_samples": 1053,
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"counts_by_city": {
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"boston": 752,
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"chicago": 1968,
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"houston": 1641
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},
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"unique_physical_groups": 4359,
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"total_tar_bytes": 792108120232,
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"split": "train",
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"rf_encoding": "uint16 centi-dBm; decode to float32 dBm with step 0.01 and offset 32768; invalid code 0",
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"edition": "uint16",
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compact_uint16/manifests/legacy_aux_train.jsonl
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{"record_id": "data_v5/chicago_region_00671_bs_uav_episode_000", "sample_id": "chicago_region_00671_bs_uav_episode_000", "scene_id": "chicago_region_00671", "source_version": "data_v5", "city": "chicago", "split": "train", "source_split": "val", "physical_episode_group": "66b3db3cccb3fe33315a7e518a97fe9cc2be1c57f846fface40c74c54639bd4b", "dynamic_rf_uav_body": false, "recommended_training_use": "static_geometry_bs_to_uav_auxiliary", "qa_protocol": "legacy_version_gates", "confidence_evaluated": true, "control_schedule": "legacy_per_frame_or_source_config", "path": "compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00671_bs_uav_episode_000.tar.gz", "sha256": "9efec1fda269f12fd20d82274ee457ba2fb6a4c603a8594f6fe0b473d1e88d2f", "bytes": 122735170, "rf_shape": [30, 24, 512, 512], "rf_dataset": null, "rf_dtype": "uint16", "rf_unit": "dBm", "rf_compression": {"codec": "gzip", "level": 4, "array_order": "F"}, "invalid_value": 0, "visual_views": ["bs", "topdown", "elevated"], "rgb_image_count": 90, "packaged_shanghai": "2026-11-01T02:38:15.724786+08:00", "export_seconds": 33.461, "rf_file": "rss_dbm_uint16.npy", "rf_encoding": "uint16_centi_dbm_v1", "decoded_invalid": "NaN", "step_db": 0.01, "integer_offset": 32768, "additional_quantization_error_db": 0.0, "clipped_voxels": 0, "source_float32_path": "data/legacy_aux/data_v5/chicago/chicago_region_00671_bs_uav_episode_000.tar", "source_float32_sha256": "0d9ec18aa4afd5abf31f5ec8783c37f601f29d3f07bc18d8017e81c08c16c0eb", "source_float32_bytes": 117411840, "source_float32_packaged_shanghai": "2026-11-01T02:37:33.119123+08:00", "conversion_validation": {"rss_shape": [30, 24, 512, 512], "rss_dtype": "uint16", "rss_array_order": "F", "rss_all_values_exact": true, "state_arrays_exact": 31, "rgb_images": 90, "rgb_timestamps_exact": true, "numpy_directory_bytes": 423288824, "source_tar_bytes": 117411840, "conversion_and_verification_seconds": 20.486}}
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{"record_id": "data_v5/chicago_region_00673_bs_uav_episode_000", "sample_id": "chicago_region_00673_bs_uav_episode_000", "scene_id": "chicago_region_00673", "source_version": "data_v5", "city": "chicago", "split": "train", "source_split": "val", "physical_episode_group": "c9e3d9b01558d45701207351e31d212c5e11c6ccf1e7e7f5ce61e0be97bdac20", "dynamic_rf_uav_body": false, "recommended_training_use": "static_geometry_bs_to_uav_auxiliary", "qa_protocol": "legacy_version_gates", "confidence_evaluated": true, "control_schedule": "legacy_per_frame_or_source_config", "path": "compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00673_bs_uav_episode_000.tar.gz", "sha256": "7d8f2e7b7efa853ecdc06af37ac2443db73aee5c190b629a32c2c133c1160ddf", "bytes": 123147212, "rf_shape": [30, 24, 512, 512], "rf_dataset": null, "rf_dtype": "uint16", "rf_unit": "dBm", "rf_compression": {"codec": "gzip", "level": 4, "array_order": "F"}, "invalid_value": 0, "visual_views": ["bs", "topdown", "elevated"], "rgb_image_count": 90, "packaged_shanghai": "2026-11-01T02:38:26.574431+08:00", "export_seconds": 32.777, "rf_file": "rss_dbm_uint16.npy", "rf_encoding": "uint16_centi_dbm_v1", "decoded_invalid": "NaN", "step_db": 0.01, "integer_offset": 32768, "additional_quantization_error_db": 0.0, "clipped_voxels": 0, "source_float32_path": "data/legacy_aux/data_v5/chicago/chicago_region_00673_bs_uav_episode_000.tar", "source_float32_sha256": "124e17f4241b80df1541415c8755287e994c89a6cbca31f58fa8a67690e50da6", "source_float32_bytes": 147916800, "source_float32_packaged_shanghai": "2026-11-01T02:37:35.461373+08:00", "conversion_validation": {"rss_shape": [30, 24, 512, 512], "rss_dtype": "uint16", "rss_array_order": "F", "rss_all_values_exact": true, "state_arrays_exact": 31, "rgb_images": 90, "rgb_timestamps_exact": true, "numpy_directory_bytes": 422714218, "source_tar_bytes": 147916800, "conversion_and_verification_seconds": 19.39}}
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{"record_id": "data_v5/chicago_region_00674_bs_uav_episode_000", "sample_id": "chicago_region_00674_bs_uav_episode_000", "scene_id": "chicago_region_00674", "source_version": "data_v5", "city": "chicago", "split": "train", "source_split": "val", "physical_episode_group": "f83995db8018ce7e64a6536b00fb346aaae738ca877c95d1ccfef1071e400cb6", "dynamic_rf_uav_body": false, "recommended_training_use": "static_geometry_bs_to_uav_auxiliary", "qa_protocol": "legacy_version_gates", "confidence_evaluated": true, "control_schedule": "legacy_per_frame_or_source_config", "path": "compact_uint16/data/legacy_aux/data_v5/chicago/chicago_region_00674_bs_uav_episode_000.tar.gz", "sha256": "53e57fa4d22f63edf39413afdfbe59d68d2e4957789a8782c1e35fd06a6270c1", "bytes": 129814614, "rf_shape": [30, 24, 512, 512], "rf_dataset": null, "rf_dtype": "uint16", "rf_unit": "dBm", "rf_compression": {"codec": "gzip", "level": 4, "array_order": "F"}, "invalid_value": 0, "visual_views": ["bs", "topdown", "elevated"], "rgb_image_count": 90, "packaged_shanghai": "2026-11-01T02:38:26.523640+08:00", "export_seconds": 32.726, "rf_file": "rss_dbm_uint16.npy", "rf_encoding": "uint16_centi_dbm_v1", "decoded_invalid": "NaN", "step_db": 0.01, "integer_offset": 32768, "additional_quantization_error_db": 0.0, "clipped_voxels": 0, "source_float32_path": "data/legacy_aux/data_v5/chicago/chicago_region_00674_bs_uav_episode_000.tar", "source_float32_sha256": "3c6617248200d89875c50ed4f9ed42a74355ebd55dda101a298e46ea3979db63", "source_float32_bytes": 148039680, "source_float32_packaged_shanghai": "2026-11-01T02:37:35.129556+08:00", "conversion_validation": {"rss_shape": [30, 24, 512, 512], "rss_dtype": "uint16", "rss_array_order": "F", "rss_all_values_exact": true, "state_arrays_exact": 31, "rgb_images": 90, "rgb_timestamps_exact": true, "numpy_directory_bytes": 418567129, "source_tar_bytes": 148039680, "conversion_and_verification_seconds": 18.703}}
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{"record_id": "data_v5/houston_region_00020_bs_uav_episode_000", "sample_id": "houston_region_00020_bs_uav_episode_000", "scene_id": "houston_region_00020", "source_version": "data_v5", "city": "houston", "split": "train", "source_split": "train", "physical_episode_group": "8fb5bf15ff0c932358911d6f0ba9eebf55056ad29745a9277a50c8b54a9d8d1c", "dynamic_rf_uav_body": false, "recommended_training_use": "static_geometry_bs_to_uav_auxiliary", "qa_protocol": "legacy_version_gates", "confidence_evaluated": true, "control_schedule": "legacy_per_frame_or_source_config", "path": "compact_uint16/data/legacy_aux/data_v5/houston/houston_region_00020_bs_uav_episode_000.tar.gz", "sha256": "b8eedf818ddce54acb7e9056bcb9599d5a99e841b00947c400eb04723ace89a6", "bytes": 119449811, "rf_shape": [30, 24, 512, 512], "rf_dataset": null, "rf_dtype": "uint16", "rf_unit": "dBm", "rf_compression": {"codec": "gzip", "level": 4, "array_order": "F"}, "invalid_value": 0, "visual_views": ["bs", "topdown", "elevated"], "rgb_image_count": 90, "packaged_shanghai": "2026-11-01T00:53:35.555885+08:00", "export_seconds": 32.649, "rf_file": "rss_dbm_uint16.npy", "rf_encoding": "uint16_centi_dbm_v1", "decoded_invalid": "NaN", "step_db": 0.01, "integer_offset": 32768, "additional_quantization_error_db": 0.0, "clipped_voxels": 0, "source_float32_path": "data/legacy_aux/data_v5/houston/houston_region_00020_bs_uav_episode_000.tar", "source_float32_sha256": "602ff6fc1a6c0b01bec995812d17a7c64ea95909228d1b071a9dcdd4d4cc98d2", "source_float32_bytes": 122234880, "source_float32_packaged_shanghai": "2026-11-01T00:52:33.751361+08:00", "conversion_validation": {"rss_shape": [30, 24, 512, 512], "rss_dtype": "uint16", "rss_array_order": "F", "rss_all_values_exact": true, "state_arrays_exact": 31, "rgb_images": 90, "rgb_timestamps_exact": true, "numpy_directory_bytes": 417648383, "source_tar_bytes": 122234880, "conversion_and_verification_seconds": 19.247}}
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| 1053 |
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compact_uint16/manifests/train.jsonl
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| 1042 |
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| 1043 |
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| 1044 |
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| 1045 |
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| 1046 |
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| 1047 |
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| 1042 |
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