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logs/23-07-2026(01:05)-job-scraper.log

@@ -166,3 +166,44 @@ requests.exceptions.HTTPError: 429 Client Error: Too Many Requests for url: http
 2026-07-22 17:09:24,865:httpx - [INFO]: HTTP Request: POST https://huggingface.co/api/datasets/Amin1600/Web_Scraper_Data/commit/main "HTTP/1.1 200 OK"
 2026-07-22 17:09:24,866:scraper - [INFO]: 🎉 Scraping data (.jsonl) successfully backed up to HF Datasets!
 2026-07-22 17:09:24,929:httpx - [INFO]: HTTP Request: POST https://huggingface.co/api/datasets/Amin1600/Web_Scraper_Data/preupload/main "HTTP/1.1 200 OK"
+2026-07-22 17:09:25,228:httpx - [INFO]: HTTP Request: POST https://huggingface.co/api/datasets/Amin1600/Web_Scraper_Data/commit/main "HTTP/1.1 200 OK"
+2026-07-22 17:09:25,229:scraper - [INFO]: 🎉 System execution logs successfully backed up to HF Datasets!
+2026-07-22 17:09:25,229:scraper - [INFO]: 🚀 Scheduler successfully armed for midnight Malaysia Time.
+2026-07-22 17:09:25,229:scraper - [INFO]: ⏰ Starting Scheduled web scraper run for Machine Learning Engineer job listings. 23-07-2026, 01:09:25
+2026-07-22 17:09:25,229:scraper - [INFO]: 🚀 Scraping jobs from Jobstreet
+2026-07-22 17:09:25,229:ingestion.jobstreet.jobstreet_scraper - [INFO]: Collecting all jobstreet Machine Learning Engineer job listings from the last 24 hours in Kuala Lumpur
+2026-07-22 17:09:27,008:ingestion.jobstreet.jobstreet_scraper - [INFO]: Total number of jobs found: 8 for jobstreet listing of Machine Learning Engineer in Kuala Lumpur
+2026-07-22 17:09:27,008:ingestion.jobstreet.jobstreet_scraper - [INFO]: Found 1 page(s) on Jobstreet
+2026-07-22 17:09:32,111:ingestion.jobstreet.jobstreet_scraper - [INFO]: 🔄 Requesting Page 1...
+2026-07-22 17:09:34,936:ingestion.jobstreet.jobstreet_scraper - [INFO]: Found 9 jobs on this page
+2026-07-22 17:09:45,362:ingestion.jobstreet.jobstreet_scraper - [INFO]: Collected 9 new jobs on Page 1
+2026-07-22 17:09:49,501:ingestion.jobstreet.jobstreet_scraper - [INFO]: ✨ Full run complete. Successfully saved 9 Machine Learning Engineer job listings in Kuala Lumpur from jobstreet, posted within the last 24 hours
+2026-07-22 17:09:49,501:scraper - [INFO]: 🚀 Scraping jobs from Linkedin
+2026-07-22 17:09:49,501:ingestion.linkedin.linkedin_scraper - [INFO]: Collecting all jobstreet Machine Learning Engineer job listings from the last 24 hours in Kuala Lumpur
+2026-07-22 17:09:49,501:ingestion.linkedin.linkedin_scraper - [INFO]: 🔄 Requesting Page 1
+2026-07-22 17:09:52,276:ingestion.linkedin.linkedin_scraper - [ERROR]: 🛑 HTTP Error: Unknown - 429 Client Error: Too Many Requests for url: https://www.linkedin.com/jobs-guest/jobs/api/jobPosting/4442916641. Unable to determine number of pages. Aborting task!
+Traceback (most recent call last):
+  File "/home/runner/work/malaysia-data-jobs-platform/malaysia-data-jobs-platform/ingestion/linkedin/linkedin_scraper.py", line 133, in scraper
+    detail_res.raise_for_status() # Automatically triggers HTTPError if status is 4xx or 5xx
+    ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/home/runner/.local/lib/python3.12/site-packages/requests/models.py", line 1024, in raise_for_status
+    raise HTTPError(http_error_msg, response=self)
+requests.exceptions.HTTPError: 429 Client Error: Too Many Requests for url: https://www.linkedin.com/jobs-guest/jobs/api/jobPosting/4442916641
+2026-07-22 17:09:52,276:ingestion.linkedin.linkedin_scraper - [INFO]: ❌ Skipped ID 4442916641: Detail page unreachable. (url: https://my.linkedin.com/jobs/view/data-ai-engineer-at-logicalis-asia-pacific-4442916641)
+2026-07-22 17:09:52,276:ingestion.linkedin.linkedin_scraper - [INFO]: Collected 9 new jobs on Page 1
+2026-07-22 17:09:57,039:ingestion.linkedin.linkedin_scraper - [INFO]: 🔄 Requesting Page 2
+2026-07-22 17:09:57,587:ingestion.linkedin.linkedin_scraper - [ERROR]: 🛑 HTTP Error: Unknown - 429 Client Error: Too Many Requests for url: https://www.linkedin.com/jobs-guest/jobs/api/seeMoreJobPostings/search?keywords=Machine+Learning+Engineer&location=Kuala+Lumpur&start=10&f_TPR=r86400. Unable to determine number of pages. Aborting task!
+Traceback (most recent call last):
+  File "/home/runner/work/malaysia-data-jobs-platform/malaysia-data-jobs-platform/ingestion/linkedin/linkedin_scraper.py", line 273, in _run_scrape
+    response.raise_for_status() # Automatically triggers HTTPError if status is 4xx or 5xx
+    ^^^^^^^^^^^^^^^^^^^^^^^^^^^
+  File "/home/runner/.local/lib/python3.12/site-packages/requests/models.py", line 1024, in raise_for_status
+    raise HTTPError(http_error_msg, response=self)
+requests.exceptions.HTTPError: 429 Client Error: Too Many Requests for url: https://www.linkedin.com/jobs-guest/jobs/api/seeMoreJobPostings/search?keywords=Machine+Learning+Engineer&location=Kuala+Lumpur&start=10&f_TPR=r86400
+2026-07-22 17:09:57,587:ingestion.linkedin.linkedin_scraper - [INFO]: ✨ Full run complete. Successfully saved 9 Machine Learning Engineer job listings from linkedin, posted within the last 24 hours
+2026-07-22 17:09:57,587:scraper - [INFO]: 🏁 All scraping tasks completed successfully.
+2026-07-22 17:09:57,587:scraper - [INFO]: 📦 Commencing synchronization with Hugging Face Dataset vault...
+2026-07-22 17:09:57,668:httpx - [INFO]: HTTP Request: POST https://huggingface.co/api/datasets/Amin1600/Web_Scraper_Data/preupload/main "HTTP/1.1 200 OK"
+2026-07-22 17:09:58,161:httpx - [INFO]: HTTP Request: POST https://huggingface.co/api/datasets/Amin1600/Web_Scraper_Data/commit/main "HTTP/1.1 200 OK"
+2026-07-22 17:09:58,162:scraper - [INFO]: 🎉 Scraping data (.jsonl) successfully backed up to HF Datasets!
+2026-07-22 17:09:58,240:httpx - [INFO]: HTTP Request: POST https://huggingface.co/api/datasets/Amin1600/Web_Scraper_Data/preupload/main "HTTP/1.1 200 OK"