File size: 12,708 Bytes
0a7b47e 45f7ad7 0a7b47e d99c796 0a7b47e d7df8d0 45f7ad7 0a7b47e 45f7ad7 0a7b47e c84219a 0a7b47e 03edaa4 0a7b47e d7df8d0 45f7ad7 d7df8d0 45f7ad7 d7df8d0 45f7ad7 d7df8d0 0a7b47e d7df8d0 45f7ad7 d7df8d0 0a7b47e d7df8d0 0a7b47e 03edaa4 0a7b47e c84219a 0a7b47e d99c796 0a7b47e d99c796 0a7b47e d99c796 0a7b47e 45f7ad7 0a7b47e d7df8d0 45f7ad7 d7df8d0 45f7ad7 d7df8d0 45f7ad7 d7df8d0 45f7ad7 d7df8d0 45f7ad7 d7df8d0 45f7ad7 d7df8d0 45f7ad7 d7df8d0 45f7ad7 d7df8d0 45f7ad7 d7df8d0 45f7ad7 d7df8d0 45f7ad7 d7df8d0 45f7ad7 d7df8d0 45f7ad7 d7df8d0 45f7ad7 d7df8d0 45f7ad7 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 |
name: GRU Pipeline
on:
push:
branches:
- main
tags:
- '*'
schedule:
- cron: "0 7 * * *"
# 14 - 7 = 7
jobs:
scraping_extracting:
name: Scraping and Extracting
runs-on: ubuntu-latest
environment: Scraping and Extraction
steps:
- name: Set global directory
run: git config --global --add safe.directory /github/workspace
- uses: actions/checkout@v3
with:
lfs: true
persist-credentials: false
fetch-depth: 1
- name: Read pipeline schedule date
id: read_schedule
run: |
SCHEDULE_DATE=$(cat schedulers/gru_schedule.ctl)
echo "schedule_date=${SCHEDULE_DATE}" >> $GITHUB_ENV
- name: Get current date
id: get_date
run: echo "current_date=$(date +'%Y-%m-%d')" >> $GITHUB_ENV
- name: Check if dates match
id: date_check
run: |
if [ "$schedule_date" = "$current_date" ]; then
echo "match=true" >> $GITHUB_ENV
else
echo "match=false" >> $GITHUB_ENV
fi
- name: Scraping Yahoo Finance
if: env.match != 'true'
run: |
mkdir datasets
go run scraper.go \
--symbols-file=./postman/symbols_test.json
- name: Zip Datasets
if: env.match != 'true'
run: zip -r datasets.zip datasets
- name: Store Datasets to Google Drive
if: env.match != 'true'
uses: adityak74/google-drive-upload-git-action@main
with:
credentials: ${{ secrets.GDRIVE_GRU_CRED }}
filename: datasets.zip
folderId: ${{ secrets.GDRIVE_GRU_ID }}
name: datasets.zip
overwrite: "true"
- name: Upload Artifact (datasets)
if: env.match != 'true'
uses: actions/upload-artifact@v3
with:
name: datasets
path: datasets.zip
- name: Remove Temporarary Files and Directories
if: env.match != 'true'
run: |
rm datasets.zip
rm -rf datasets
preprocessing_training:
name: Preprocessing and Training
runs-on: ubuntu-latest
needs: scraping_extracting
environment: Preprocessing and Training
steps:
- name: Set global directory
run: git config --global --add safe.directory /github/workspace
- uses: actions/checkout@v3
with:
lfs: true
persist-credentials: false
fetch-depth: 1
- name: Read pipeline schedule date
id: read_schedule
run: |
SCHEDULE_DATE=$(cat schedulers/gru_schedule.ctl)
echo "schedule_date=${SCHEDULE_DATE}" >> $GITHUB_ENV
- name: Get current date
id: get_date
run: echo "current_date=$(date +'%Y-%m-%d')" >> $GITHUB_ENV
- name: Check if dates match
id: date_check
run: |
if [ "$schedule_date" = "$current_date" ]; then
echo "match=true" >> $GITHUB_ENV
else
echo "match=false" >> $GITHUB_ENV
fi
- name: Install Libraries
if: env.match != 'true'
run: pip install -r requirements.txt
- name: Download Artifact (datasets)
if: env.match != 'true'
uses: actions/download-artifact@v3
with:
name: datasets
- name: Modeling and Training
if: env.match != 'true'
run: |
unzip datasets.zip
mkdir models
mkdir pickles
mkdir posttrained
python training.py \
--epochs=200 \
--batchs=32 \
--sequences=5 \
--algorithm=GRU
- name: Set Pipeline Schedule
if: env.match != 'true'
run: echo "$(date +'%Y-%m-%d')" > schedulers/gru_schedule.ctl
- name: Zip Posttrained, Models, and Pickles
if: env.match != 'true'
run: |
zip -r models.zip models
zip -r pickles.zip pickles
zip -r posttrained.zip posttrained
- name: Store Models to Google Drive
if: env.match != 'true'
uses: adityak74/google-drive-upload-git-action@main
with:
credentials: ${{ secrets.GDRIVE_GRU_CRED }}
filename: models.zip
folderId: ${{ secrets.GDRIVE_GRU_ID }}
name: models.zip
overwrite: "true"
- name: Store Pickles to Google Drive
if: env.match != 'true'
uses: adityak74/google-drive-upload-git-action@main
with:
credentials: ${{ secrets.GDRIVE_GRU_CRED }}
filename: pickles.zip
folderId: ${{ secrets.GDRIVE_GRU_ID }}
name: pickles.zip
overwrite: "true"
- name: Store Posttrained to Google Drive
if: env.match != 'true'
uses: adityak74/google-drive-upload-git-action@main
with:
credentials: ${{ secrets.GDRIVE_GRU_CRED }}
filename: posttrained.zip
folderId: ${{ secrets.GDRIVE_GRU_ID }}
name: posttrained.zip
overwrite: "true"
- name: Remove Temporarary Files and Directories
if: env.match != 'true'
run: |
rm models.zip
rm pickles.zip
rm posttrained.zip
rm -rf models
rm -rf pickles
rm -rf posttrained
- name: Commit changes
if: env.match != 'true'
run: |
git config --local user.email "[email protected]"
git config --local user.name "belajarqywok"
git add -A
git commit -m "Data Extraction, Training, and Modeling"
- name: Push changes
if: env.match != 'true'
uses: ad-m/github-push-action@master
with:
github_token: ${{ secrets.GH_TOKEN }}
branch: main
tebakaja_crypto_space-0:
name: crypto-forecast-svc-0
runs-on: ubuntu-latest
needs: preprocessing_training
environment: Deployment
env:
HF_TOKEN: ${{ secrets.HF_TOKEN }}
SPACE_NAME: tebakaja_cryptocurrency_space-0
HF_USERNAME: tebakaja
steps:
- name: Set global directory
run: git config --global --add safe.directory /github/workspace
- uses: actions/checkout@v3
with:
persist-credentials: false
fetch-depth: 1000
- name: Check git status
run: git status
- name: Configure git
run: |
git config --local user.email "[email protected]"
git config --local user.name "qywok"
- name: Pull changes from remote
run: |
git pull https://$HF_USERNAME:[email protected]/spaces/$HF_USERNAME/$SPACE_NAME main || \
(git merge --strategy-option theirs)
- name: Add and commit changes
run: |
git add -A
git diff-index --quiet HEAD || git commit -m "Model Deployment"
- name: Push to Hugging Face
run: |
git push https://$HF_USERNAME:[email protected]/spaces/$HF_USERNAME/$SPACE_NAME main --force
tebakaja_crypto_space-1:
name: crypto-forecast-svc-1
runs-on: ubuntu-latest
needs: preprocessing_training
environment: Deployment
env:
HF_TOKEN: ${{ secrets.HF_TOKEN }}
SPACE_NAME: tebakaja_cryptocurrency_space-1
HF_USERNAME: tebakaja
steps:
- name: Set global directory
run: git config --global --add safe.directory /github/workspace
- uses: actions/checkout@v3
with:
persist-credentials: false
fetch-depth: 1000
- name: Check git status
run: git status
- name: Configure git
run: |
git config --local user.email "[email protected]"
git config --local user.name "qywok"
- name: Pull changes from remote
run: |
git pull https://$HF_USERNAME:[email protected]/spaces/$HF_USERNAME/$SPACE_NAME main || \
(git merge --strategy-option theirs)
- name: Add and commit changes
run: |
git add -A
git diff-index --quiet HEAD || git commit -m "Model Deployment"
- name: Push to Hugging Face
run: |
git push https://$HF_USERNAME:[email protected]/spaces/$HF_USERNAME/$SPACE_NAME main --force
tebakaja_crypto_space-2:
name: crypto-forecast-svc-2
runs-on: ubuntu-latest
needs: preprocessing_training
environment: Deployment
env:
HF_TOKEN: ${{ secrets.HF_TOKEN }}
SPACE_NAME: tebakaja_cryptocurrency_space-2
HF_USERNAME: tebakaja
steps:
- name: Set global directory
run: git config --global --add safe.directory /github/workspace
- uses: actions/checkout@v3
with:
persist-credentials: false
fetch-depth: 1000
- name: Check git status
run: git status
- name: Configure git
run: |
git config --local user.email "[email protected]"
git config --local user.name "qywok"
- name: Pull changes from remote
run: |
git pull https://$HF_USERNAME:[email protected]/spaces/$HF_USERNAME/$SPACE_NAME main || \
(git merge --strategy-option theirs)
- name: Add and commit changes
run: |
git add -A
git diff-index --quiet HEAD || git commit -m "Model Deployment"
- name: Push to Hugging Face
run: |
git push https://$HF_USERNAME:[email protected]/spaces/$HF_USERNAME/$SPACE_NAME main --force
tebakaja_crypto_space-3:
name: crypto-forecast-svc-3
runs-on: ubuntu-latest
needs: preprocessing_training
environment: Deployment
env:
HF_TOKEN: ${{ secrets.HF_TOKEN }}
SPACE_NAME: tebakaja_cryptocurrency_space-3
HF_USERNAME: tebakaja
steps:
- name: Set global directory
run: git config --global --add safe.directory /github/workspace
- uses: actions/checkout@v3
with:
persist-credentials: false
fetch-depth: 1000
- name: Check git status
run: git status
- name: Configure git
run: |
git config --local user.email "[email protected]"
git config --local user.name "qywok"
- name: Pull changes from remote
run: |
git pull https://$HF_USERNAME:[email protected]/spaces/$HF_USERNAME/$SPACE_NAME main || \
(git merge --strategy-option theirs)
- name: Add and commit changes
run: |
git add -A
git diff-index --quiet HEAD || git commit -m "Model Deployment"
- name: Push to Hugging Face
run: |
git push https://$HF_USERNAME:[email protected]/spaces/$HF_USERNAME/$SPACE_NAME main --force
tebakaja_crypto_space-4:
name: crypto-forecast-svc-4
runs-on: ubuntu-latest
needs: preprocessing_training
environment: Deployment
env:
HF_TOKEN: ${{ secrets.HF_TOKEN }}
SPACE_NAME: tebakaja_cryptocurrency_space-4
HF_USERNAME: tebakaja
steps:
- name: Set global directory
run: git config --global --add safe.directory /github/workspace
- uses: actions/checkout@v3
with:
persist-credentials: false
fetch-depth: 1000
- name: Check git status
run: git status
- name: Configure git
run: |
git config --local user.email "[email protected]"
git config --local user.name "qywok"
- name: Pull changes from remote
run: |
git pull https://$HF_USERNAME:[email protected]/spaces/$HF_USERNAME/$SPACE_NAME main || \
(git merge --strategy-option theirs)
- name: Add and commit changes
run: |
git add -A
git diff-index --quiet HEAD || git commit -m "Model Deployment"
- name: Push to Hugging Face
run: |
git push https://$HF_USERNAME:[email protected]/spaces/$HF_USERNAME/$SPACE_NAME main --force
functional_testing:
name: Functional Testing
runs-on: ubuntu-latest
needs:
- tebakaja_crypto_space-0
- tebakaja_crypto_space-1
- tebakaja_crypto_space-2
- tebakaja_crypto_space-3
- tebakaja_crypto_space-4
steps:
- name: Set global directory
run: git config --global --add safe.directory /github/workspace
- uses: actions/checkout@v3
with:
persist-credentials: false
fetch-depth: 1
- name: Testing Proxy Endpoints
run: |
sleep 60
chmod +x endpoints_test.sh && ./endpoints_test.sh
|