Initial Release help-frontend

Dr. Frontend

Comet Data Operations Dashboard

Agent-managed view of data operations lifecycle with real-time ingestion status, transfer metrics, and anomaly detection.

Comet Data Transfer Engine

Real-time monitoring of data ingestion and transfer operations

Active Pipelines

3/5

1 failed

Total Throughput

3.3 GB/min

+12% from yesterday

Files Processed

69.7K

of 83.5K total

Anomalies

3

1 critical, 1 warning

Throughput History (24h)

Transfer rates by data modality over time

Imaging
Omics
Tabular
Metadata

Active Pipelines

Real-time status of data transfer pipelines

Imaging Pipeline - Microscopy

Updated 2 min ago

active

Throughput

2.4 GB/min

Files Processed

12,847 / 15,000

Progress

85.6%

Omics Pipeline - RNA-Seq

Updated 1 min ago

active

Throughput

890 MB/min

Files Processed

342 / 500

Progress

68.4%

Tabular Pipeline - Assay Results

Updated 5 min ago

warning

Throughput

45 MB/min

Files Processed

8,921 / 10,000

Progress

89.2%

Throughput 40% below baseline

Metadata Pipeline - Annotations

Updated 30 sec ago

active

Throughput

12 MB/min

Files Processed

45,230 / 50,000

Progress

90.5%

Imaging Pipeline - Pathology

Updated 15 min ago

failed

Throughput

0 GB/min

Files Processed

2,341 / 8,000

Progress

29.3%

Connection timeout to storage backend

Volume by Modality

Total data transferred today

Imaging
4.2 TB
Omics
890 GB
Tabular
45 GB
Metadata
2.1 GB

Detected Anomalies

Agent-identified issues requiring attention

Imaging Pipeline - Pathology

Pipeline halted: Connection timeout after 3 retries

15 min ago

critical

Suggested action: Check storage backend connectivity

Tabular Pipeline - Assay Results

Throughput degradation detected: 40% below 24h baseline

5 min ago

warning

Suggested action: Review source system load

Omics Pipeline - RNA-Seq

Unusual file size distribution in batch OMC-2024-0892

1 hour ago

info

Suggested action: Verify source data integrity

Recent Transfers

Latest file transfer activity

microscopy_batch_2024_01_30.tar.gz

2.4 GB

4m 12scompleted

rnaseq_sample_cohort_A.fastq.gz

890 MB

2m 45scompleted

assay_results_plate_042.csv

45 MB

67%

in progress

pathology_slide_WSI_0892.svs

1.8 GB

Timeoutfailed

sample_annotations_v3.json

12 MB

8scompleted

Features

Real-time Ingestion Tracking

Monitor data ingestion status across pipelines with live progress indicators and throughput metrics.

Data Modality Breakdown

View transfer volumes by modality: imaging, omics, tabular, and metadata with visual breakdowns.

Anomaly Detection

Agent-powered anomaly highlighting surfaces failures and unusual patterns without manual log inspection.

Historical Metrics

Time-series visualization of transfer rates and pipeline health over configurable time windows.

Data Modalities

ImagingMicroscopy, radiology, pathology images
OmicsGenomics, proteomics, metabolomics data
TabularStructured experimental results
MetadataSample annotations, provenance records

Use Cases

  • • Data platform operations monitoring
  • • Pipeline health dashboards
  • • Transfer throughput optimization
  • • Failure triage and root cause analysis
  • • Capacity planning and forecasting

Key Dependencies

lucide-reactrecharts@/components/ui/card@/components/ui/tabs

Built with shadcn/ui components and Recharts for visualization. All data is mocked for demonstration.