|
| 1 | +--- |
| 2 | +title: "Data Service" |
| 3 | +sidebarTitle: "Data Service [1.2.4]" |
| 4 | +--- |
| 5 | + |
| 6 | +<Update label="1.2.4" description="2025-06-17"> |
| 7 | +## v1.2.4 |
| 8 | +--- |
| 9 | + |
| 10 | +### Fixes and Improvements |
| 11 | +- Fixed issue with custom batches missing cost calculation for some provider models |
| 12 | +</Update> |
| 13 | + |
| 14 | +<Update label="1.2.3" description="2025-06-17"> |
| 15 | +## v1.2.3 |
| 16 | +--- |
| 17 | + |
| 18 | +### Fine-tuning and Batch Processing |
| 19 | +- Added support for configurable `FINETUNE_STATUS_CHECK_INTERVAL` for provider fine-tuning status check operations. |
| 20 | +- Added support for configurable `BATCH_STATUS_CHECK_INTERVAL` for provider batch processing status check operations. |
| 21 | +- Both values should be in milliseconds. Minimum value is 10000 milliseconds. |
| 22 | +- If not provided, will default to 10 seconds. |
| 23 | + |
| 24 | +</Update> |
| 25 | + |
| 26 | +<Update label="1.2.2" description="2025-05-31"> |
| 27 | +## v1.2.2 |
| 28 | +--- |
| 29 | + |
| 30 | +### Observability |
| 31 | +- Added support for below Prometheus Counters |
| 32 | + - `batch_count` |
| 33 | + - `batch_cost` |
| 34 | + - `batch_input_tokens` |
| 35 | + - `batch_total_tokens` |
| 36 | + - `batch_process_time` |
| 37 | + - `batch_success_row_count` |
| 38 | + - `batch_failure_row_count` |
| 39 | + - `batch_row_count` |
| 40 | +- With the below labels |
| 41 | + - `provider` |
| 42 | + - `type` (provider/custom) |
| 43 | + |
| 44 | +### Fixes and Improvements |
| 45 | +- Fixed issue with attributing incorrect created at time stamp for batch processing |
| 46 | +- Including error source as `control plane` for control plane failures |
| 47 | +</Update> |
| 48 | + |
| 49 | +<Update label="1.2.1" description="2025-05-21"> |
| 50 | +## v1.2.1 |
| 51 | +--- |
| 52 | + |
| 53 | +### Data exports |
| 54 | +- Added support for [Data exports](/api-reference/admin-api/data-plane/logs/log-exports-beta/start-a-log-export) for hybrid deployments. |
| 55 | + |
| 56 | +### Fixes and Improvements |
| 57 | +- Fixed issue with custom batches for small batch files |
| 58 | +</Update> |
| 59 | + |
| 60 | +<Update label="1.2.0" description="2025-05-17"> |
| 61 | +## v1.2.0 |
| 62 | +--- |
| 63 | + |
| 64 | +### Custom S3 Support |
| 65 | +- Added support for `s3_custom` log store option for batches and fine-tunes. |
| 66 | + |
| 67 | +### Fixes and Improvements |
| 68 | +- Fixed issue with STS token generation for AWS. |
| 69 | +</Update> |
| 70 | + |
| 71 | +<Update label="1.1.12" description="2025-05-09"> |
| 72 | +## v1.1.12 |
| 73 | +--- |
| 74 | + |
| 75 | +### Fixes and Improvements |
| 76 | +- Fixed issue with cost calculation for custom batches. |
| 77 | +</Update> |
| 78 | + |
| 79 | +<Update label="1.1.11" description="2025-05-03"> |
| 80 | +## v1.1.11 |
| 81 | +--- |
| 82 | + |
| 83 | +### Fixes and Improvements |
| 84 | +- Fixed issue where queue remains stuck in a queued state during file validation. |
| 85 | +</Update> |
| 86 | + |
| 87 | + |
| 88 | +<Update label="1.1.10" description="2025-04-21"> |
| 89 | +## v1.1.10 |
| 90 | +--- |
| 91 | + |
| 92 | +### S3 Upload Improvements |
| 93 | +- Added support for passing encryption headers while uploading stream data to S3. |
| 94 | +- Added support for both file path and direct value from environment variables for secrets like redis connection. |
| 95 | + |
| 96 | +### Stream Handling |
| 97 | +- Improved stream cleanup for validation processes. |
| 98 | +</Update> |
| 99 | + |
| 100 | +<Update label="1.1.9" description="2025-04-10"> |
| 101 | +## v1.1.9 |
| 102 | +--- |
| 103 | + |
| 104 | +### File Handling Fixes |
| 105 | +- Fixed issue with extra bytes being added to files during processing. |
| 106 | +</Update> |
| 107 | + |
| 108 | +<Update label="1.1.8" description="2025-04-04"> |
| 109 | +## v1.1.8 |
| 110 | +--- |
| 111 | + |
| 112 | +### File Upload Improvements |
| 113 | +- Updated socket timeout for long requests during file uploads to prevent timeouts. |
| 114 | +</Update> |
| 115 | + |
| 116 | +<Update label="1.1.7" description="2025-03-28"> |
| 117 | +## v1.1.7 |
| 118 | +--- |
| 119 | + |
| 120 | +### Fireworks Fine-tuning Support |
| 121 | +- Added support for `Fireworks` fine-tuning operations using Version2. |
| 122 | + |
| 123 | +### Batch Processing Improvements |
| 124 | +- Included response tokens calculation in provider batch output. |
| 125 | +- Fixed file loading in memory issues for better performance. |
| 126 | +</Update> |
| 127 | + |
| 128 | +<Update label="1.1.6" description="2025-03-25"> |
| 129 | +## v1.1.6 |
| 130 | +--- |
| 131 | + |
| 132 | +### S3 SDK Updates |
| 133 | +- Upgraded S3 SDK to latest version for fixing issue with S3 streaming. |
| 134 | +</Update> |
| 135 | + |
| 136 | +<Update label="1.1.5" description="2025-03-21"> |
| 137 | +## v1.1.5 |
| 138 | +--- |
| 139 | + |
| 140 | +### Batch Processing Enhancements |
| 141 | +- Improved provider batch output handling. |
| 142 | +- Added support for custom batch output paths. |
| 143 | +- Increased maximum lines for custom batches to 500k and chunk size to 5MB for better performance. |
| 144 | +</Update> |
| 145 | + |
| 146 | +<Update label="1.1.4" description="2025-03-20"> |
| 147 | +## v1.1.4 |
| 148 | +--- |
| 149 | + |
| 150 | +### Vertex Embeddings Batches Support |
| 151 | +- Added support for `Vertex` batch embeddings. |
| 152 | + |
| 153 | +### Batch Processing Updates |
| 154 | +- Included model information in log objects. |
| 155 | +- Implemented custom batch processing output generations. |
| 156 | + |
| 157 | +### Internal POD to POD HTTPS Support |
| 158 | +- Added support for internal POD to POD HTTPS communication. |
| 159 | +- This can be enabled by mounting a volume with certificate and key. |
| 160 | +- `TLS_KEY_PATH` and `TLS_CERT_PATH` environment variables will be used to fetch the certificate and key from the volume. |
| 161 | + |
| 162 | +</Update> |
| 163 | + |
| 164 | +<Update label="1.1.3" description="2025-03-07"> |
| 165 | +## v1.1.3 |
| 166 | +--- |
| 167 | + |
| 168 | +### Infrastructure Updates |
| 169 | +- Streamlined uploaded file location for `Bedrock` operations. |
| 170 | +</Update> |
| 171 | + |
| 172 | +<Update label="1.1.2" description="2025-02-27"> |
| 173 | +## v1.1.2 |
| 174 | +--- |
| 175 | + |
| 176 | +### Vertex Integration |
| 177 | +- Added support for `Vertex` provider options for batches. |
| 178 | + |
| 179 | +### Infrastructure Updates |
| 180 | +- Implemented cluster mode Redis for queues. |
| 181 | +- Updated fine-tune status handling. |
| 182 | +</Update> |
| 183 | + |
| 184 | +<Update label="1.1.1" description="2025-02-20"> |
| 185 | +## v1.1.1 |
| 186 | +--- |
| 187 | + |
| 188 | +### S3 Enhancements |
| 189 | +- Made S3 bucket optional for Bedrock batches. |
| 190 | +- Added S3 encryption header support for finetunes and batches. |
| 191 | +- Implemented SSE file upload support. |
| 192 | + |
| 193 | +### Logging Improvements |
| 194 | +- Added filtering for log exports. |
| 195 | +- Implemented end limit for log export records. |
| 196 | + |
| 197 | +### Performance Optimizations |
| 198 | +- Implemented internal memory cache for better performance. |
| 199 | +</Update> |
| 200 | + |
| 201 | +<Update label="1.1.0" description="2025-02-10"> |
| 202 | +## v1.1.0 |
| 203 | +--- |
| 204 | + |
| 205 | +### Bull Board Integration |
| 206 | +- Added Bull Board for visualizing job queues and their status. |
| 207 | + |
| 208 | +### Batch Job Retry Support |
| 209 | +- Implemented retry functionality for batch jobs to handle failures gracefully. |
| 210 | + |
| 211 | +### Prometheus Metrics Enhancements |
| 212 | +- Added Prometheus metrics for batch jobs and fine-tuning operations. |
| 213 | + |
| 214 | +</Update> |
| 215 | + |
| 216 | +<Update label="1.0.8" description="2025-02-04"> |
| 217 | +## v1.0.8 |
| 218 | +--- |
| 219 | + |
| 220 | +### Azure Fine-tuning Support |
| 221 | +- Added support for `Azure OpeAI` fine-tuning operations. |
| 222 | + |
| 223 | +</Update> |
| 224 | + |
| 225 | +<Update label="1.0.7" description="2025-01-13"> |
| 226 | +## v1.0.7 |
| 227 | +--- |
| 228 | + |
| 229 | +### Fine-tune v2 |
| 230 | +- Implemented version 2 of the [fine-tuning](/product/ai-gateway/fine-tuning) functionality. |
| 231 | +</Update> |
| 232 | + |
| 233 | +<Update label="1.0.6" description="2024-01-08"> |
| 234 | +## v1.0.6 |
| 235 | +--- |
| 236 | + |
| 237 | +### Prompt Slug Filter |
| 238 | +- Added support for data exports filtering by PromptSlug. |
| 239 | + |
| 240 | +</Update> |
| 241 | + |
| 242 | +<Update label="1.0.5" description="2024-01-06"> |
| 243 | +## v1.0.5 |
| 244 | +--- |
| 245 | + |
| 246 | +### Batch Processing |
| 247 | +- Added provider and custom [Batch] (/product/ai-gateway/batches) processing functionality. |
| 248 | + |
| 249 | +</Update> |
| 250 | + |
| 251 | +<Update label="1.0.4" description="2023-12-17"> |
| 252 | +## v1.0.4 |
| 253 | +--- |
| 254 | + |
| 255 | +### Code Quality Improvements |
| 256 | +- Fixed dynamic port retrieval from environment variables. |
| 257 | +</Update> |
| 258 | + |
| 259 | +<Update label="1.0.3" description="2023-11-28"> |
| 260 | +## v1.0.3 |
| 261 | +--- |
| 262 | + |
| 263 | +### Vision Fine-tuning Support |
| 264 | +- Added support for vision fine-tuning validation for OpenAI. |
| 265 | +- Implemented S3 bucket support for fine-tunes. |
| 266 | + |
| 267 | +### AWS Integration Improvements |
| 268 | +- Fixed assumed role handling for Bedrock fine-tuning dataset URLs. |
| 269 | +- Improved S3 bucket path handling for Bedrock fine-tune operations. |
| 270 | +- Achieved parity with Enterprise Gateway for data sources. |
| 271 | +</Update> |
| 272 | + |
| 273 | +<Update label="1.0.2" description="2023-11-20"> |
| 274 | +## v1.0.2 |
| 275 | +--- |
| 276 | + |
| 277 | +### Fine-tuning Enhancements |
| 278 | +- Added support for OpenAI job start and Fireworks upload. |
| 279 | +- Improved handling of chunk type failures with JSON. |
| 280 | +</Update> |
| 281 | + |
| 282 | +<Update label="1.0.1" description="2023-10-25"> |
| 283 | +## v1.0.1 |
| 284 | +--- |
| 285 | + |
| 286 | +### Fireworks Fine-tuning Support |
| 287 | +- Added support for Fireworks fine-tuning operations. |
| 288 | + |
| 289 | +</Update> |
| 290 | + |
| 291 | +<Update label="1.0.0" description="2023-10-04"> |
| 292 | +## v1.0.0 |
| 293 | +--- |
| 294 | + |
| 295 | +### Initial Release |
| 296 | +- Base version of the Data Service with core functionality. |
| 297 | +</Update> |
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