(refactor) try-except blocks reduced

.gitignore

@@ -0,0 +1,2 @@
+*.secret
+output/

data_collection_utils/parse_gh_docs_config.yaml

@@ -2,7 +2,7 @@
 # You can override any of these on the CLI, but by default the script will read this file.
 
 # Input: file with one repo per line; either owner/repo or a full GitHub URL.
-input: ../github_links.txt
+input: ./github_links.txt
 
 # Output directories/files
 outdir: ../output
@@ -13,7 +13,7 @@ texts_parquet: ../output/texts.parquet
 # Concurrency and behavior
 workers: 4
 dry_run: false
-no_fetch: true
+no_fetch: false
 
 # Auth
 # Path to a file that contains your GitHub token (no quotes, single line)

data_collection_utils/scrape_gh_docs.py

@@ -579,14 +579,10 @@ def process_repo_entry(
                 "status": "age-unknown",
                 "note": "created_at missing",
             }
-        try:
-            # Normalize ISO8601 (Z -> +00:00)
-            created_dt = datetime.fromisoformat(created_at.replace("Z", "+00:00"))
-            now = datetime.now(timezone.utc)
-            age_years = (now - created_dt).days / 365.25
-        except Exception as e:
-            logger.warning(f"Failed to parse created_at for {owner}/{repo}: {e}")
-            age_years = 0
+        # Normalize ISO8601 (Z -> +00:00)
+        created_dt = datetime.fromisoformat(created_at.replace("Z", "+00:00"))
+        now = datetime.now(timezone.utc)
+        age_years = (now - created_dt).days / 365.25
         if age_years < min_repo_age_years:
             logger.info(
                 f"Skipping {owner}/{repo}: age {age_years:.2f}y < {min_repo_age_years}y"
@@ -787,10 +783,8 @@ def process_repo_entry(
         f"Found {md_count} .md files for {owner}/{repo} in '{docs_folder.relative_to(outdir)}'"
     )
     result["docs_found"] = True
-    try:
-        result["docs_folder"] = str(docs_folder.relative_to(outdir))
-    except Exception:
-        result["docs_folder"] = str(docs_folder)
+    assert docs_folder.is_relative_to(outdir)
+    result["docs_folder"] = str(docs_folder.relative_to(outdir))
     result["md_count"] = int(md_count)
     if md_count < 10:
         append_line_threadsafe(
@@ -924,11 +918,7 @@ def main():
     cfg: Dict[str, Any] = {}
     cfg_path = Path(args.config) if args.config else None
     if cfg_path and cfg_path.exists():
-        try:
-            cfg = yaml.safe_load(cfg_path.read_text(encoding="utf-8")) or {}
-        except Exception as e:
-            # Logging not yet configured; fall back to stderr
-            sys.stderr.write(f"[WARN] Failed to read config {cfg_path}: {e}\n")
+        cfg = yaml.safe_load(cfg_path.read_text(encoding="utf-8")) or {}
 
     # Resolve effective configuration (YAML takes precedence for simplicity)
     # IMPORTANT: resolve any relative paths in YAML against the config file directory
@@ -982,11 +972,7 @@ def main():
         ]
         with tqdm(total=len(repo_dirs), desc="Existing repos") as pbar:
             for d in repo_dirs:
-                try:
-                    owner, repo = d.name.split("__", 1)
-                except ValueError:
-                    pbar.update(1)
-                    continue
+                owner, repo = d.name.split("__", 1)
                 # Detect docs folder as in process_repo_entry
                 if (d / "docs").exists():
                     docs_folder = d / "docs"
@@ -1020,10 +1006,7 @@ def main():
 
                 # Collect all markdown files content rows (with optional language filtering)
                 for md_file in d.rglob("*.md"):
-                    try:
-                        rel_repo = md_file.relative_to(d)
-                    except Exception:
-                        rel_repo = md_file.name
+                    rel_repo = md_file.relative_to(d)
                     text = md_file.read_text(encoding="utf-8", errors="replace")
                     lang_code = None
                     lang_prob = None
@@ -1056,23 +1039,17 @@ def main():
 
         # Save results to Parquet
         parquet_path = Path(parquet_value) if parquet_value else (outdir / "results.parquet")
-        try:
-            df = pd.DataFrame(results)
-            parquet_path.parent.mkdir(parents=True, exist_ok=True)
-            df.to_parquet(parquet_path, index=False)
-            logger.info(f"Wrote results to {parquet_path}")
-        except Exception as e:
-            logger.error(f"Failed to write Parquet to {parquet_path}: {e}")
+        df = pd.DataFrame(results)
+        parquet_path.parent.mkdir(parents=True, exist_ok=True)
+        df.to_parquet(parquet_path, index=False)
+        logger.info(f"Wrote results to {parquet_path}")
 
         # Save per-file texts parquet (if any)
         texts_parquet_path = Path(texts_parquet_value) if texts_parquet_value else (outdir / "texts.parquet")
-        try:
-            df_txt = pd.DataFrame(md_rows)
-            texts_parquet_path.parent.mkdir(parents=True, exist_ok=True)
-            df_txt.to_parquet(texts_parquet_path, index=False)
-            logger.info(f"Wrote texts to {texts_parquet_path} (rows={len(md_rows)})")
-        except Exception as e:
-            logger.error(f"Failed to write texts Parquet to {texts_parquet_path}: {e}")
+        df_txt = pd.DataFrame(md_rows)
+        texts_parquet_path.parent.mkdir(parents=True, exist_ok=True)
+        df_txt.to_parquet(texts_parquet_path, index=False)
+        logger.info(f"Wrote texts to {texts_parquet_path} (rows={len(md_rows)})")
         logger.info("Done (no-fetch mode).")
         return
 
@@ -1139,15 +1116,10 @@ def main():
     # Save results to Parquet
     parquet_path = Path(parquet_value) if parquet_value else (outdir / "results.parquet")
     if True:  # was "if pandas import successful..."
-        try:
-            df = pd.DataFrame(results)
-            parquet_path.parent.mkdir(parents=True, exist_ok=True)
-            df.to_parquet(parquet_path, index=False)
-            logger.info(f"Wrote results to {parquet_path}")
-        except Exception as e:
-            logger.error(
-                f"Failed to write Parquet to {parquet_path}: {e}"
-            )
+        df = pd.DataFrame(results)
+        parquet_path.parent.mkdir(parents=True, exist_ok=True)
+        df.to_parquet(parquet_path, index=False)
+        logger.info(f"Wrote results to {parquet_path}")
     else:
         logger.warning(
             "pandas not available, cannot write Parquet. Install pandas and pyarrow to enable Parquet output."

md-failed.txt

@@ -0,0 +1,799 @@
+0xAX/linux-insides  # docs-not-found
+2dust/v2rayN  # docs-not-found
+1Panel-dev/1Panel  # md-count=0
+0voice/interview_internal_reference  # md-count=0
+2noise/ChatTTS  # too-young
+3b1b/manim  # md-count=0
+2dust/v2rayNG  # docs-not-found
+996icu/996.ICU  # docs-not-found
+521xueweihan/HelloGitHub  # docs-not-found
+9001/copyparty  # docs-not-found
+AFNetworking/AFNetworking  # docs-not-found
+AUTOMATIC1111/stable-diffusion-webui  # docs-not-found
+AMAI-GmbH/AI-Expert-Roadmap  # docs-not-found
+Aider-AI/aider  # too-young
+AdguardTeam/AdGuardHome  # md-count=0
+All-Hands-AI/OpenHands  # too-young
+1c7/chinese-independent-developer  # md-count=0
+AlistGo/alist  # md-count=0
+AllThingsSmitty/css-protips  # docs-not-found
+Alamofire/Alamofire  # md-count=0
+AntonOsika/gpt-engineer  # too-young
+Alvin9999/new-pac  # docs-not-found
+AppFlowy-IO/AppFlowy  # md-count=2
+Anduin2017/HowToCook  # md-count=0
+AmruthPillai/Reactive-Resume  # md-count=0
+AvaloniaUI/Avalonia  # md-count=8
+Avik-Jain/100-Days-Of-ML-Code  # docs-not-found
+Asabeneh/30-Days-Of-JavaScript  # md-count=0
+BerriAI/litellm  # too-young
+Asabeneh/30-Days-Of-Python  # md-count=0
+AykutSarac/jsoncrack.com  # docs-not-found
+ByteByteGoHq/system-design-101  # too-young
+Binaryify/NeteaseCloudMusicApi  # md-count=0
+Blankj/AndroidUtilCode  # docs-not-found
+BurntSushi/ripgrep  # md-count=0
+Chanzhaoyu/chatgpt-web  # too-young
+CSSEGISandData/COVID-19  # docs-not-found
+ChatGPTNextWeb/NextChat  # too-young
+CherryHQ/cherry-studio  # too-young
+ChartsOrg/Charts  # docs-not-found
+Chalarangelo/30-seconds-of-code  # docs-not-found
+CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers  # md-count=0
+ChrisTitusTech/winutil  # md-count=0
+ColorlibHQ/AdminLTE  # md-count=0
+CompVis/stable-diffusion  # docs-not-found
+CorentinJ/Real-Time-Voice-Cloning  # docs-not-found
+CorentinTh/it-tools  # md-count=0
+DataExpert-io/data-engineer-handbook  # too-young
+CyC2018/CS-Notes  # md-count=5
+DIYgod/RSSHub  # md-count=0
+DataTalksClub/data-engineering-zoomcamp  # md-count=1
+DefinitelyTyped/DefinitelyTyped  # md-count=1
+DigitalPlatDev/FreeDomain  # too-young
+Developer-Y/cs-video-courses  # docs-not-found
+DevToys-app/DevToys  # md-count=0
+DioxusLabs/dioxus  # md-count=3
+DopplerHQ/awesome-interview-questions  # docs-not-found
+DovAmir/awesome-design-patterns  # md-count=0
+Dogfalo/materialize  # docs-not-found
+Eugeny/tabby  # md-count=0
+FFmpeg/FFmpeg  # md-count=1
+FlowiseAI/Flowise  # too-young
+Ebazhanov/linkedin-skill-assessments-quizzes  # md-count=0
+FoundationAgents/MetaGPT  # too-young
+FoundationAgents/OpenManus  # too-young
+FortAwesome/Font-Awesome  # md-count=0
+FiloSottile/mkcert  # md-count=0
+FreeCodeCampChina/freecodecamp.cn  # docs-not-found
+FuelLabs/fuel-core  # md-count=4
+GitHubDaily/GitHubDaily  # docs-not-found
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+GitbookIO/gitbook  # md-count=0
+HeyPuter/puter  # too-young
+GorvGoyl/Clone-Wars  # md-count=0
+GyulyVGC/sniffnet  # md-count=0
+Hack-with-Github/Awesome-Hacking  # docs-not-found
+IanLunn/Hover  # docs-not-found
+JedWatson/react-select  # md-count=1
+JaidedAI/EasyOCR  # docs-not-found
+JushBJJ/Mr.-Ranedeer-AI-Tutor  # too-young
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+KRTirtho/spotube  # md-count=0
+LAION-AI/Open-Assistant  # too-young
+LC044/WeChatMsg  # too-young
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+LadybirdBrowser/ladybird  # too-young
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+Lightning-AI/pytorch-lightning  # md-count=1
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+Light-City/CPlusPlusThings  # md-count=0
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+NervJS/taro  # md-count=8
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+OpenCut-app/OpenCut  # too-young
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+RSSNext/Folo  # too-young
+QSCTech/zju-icicles  # md-count=0
+RVC-Boss/GPT-SoVITS  # too-young
+RVC-Project/Retrieval-based-Voice-Conversion-WebUI  # too-young
+ReactiveX/RxJava  # md-count=0
+OWASP/CheatSheetSeries  # md-count=0
+ReactiveX/rxjs  # md-count=0
+Semantic-Org/Semantic-UI  # md-count=0
+SeleniumHQ/selenium  # md-count=0
+SerenityOS/serenity  # docs-not-found
+Shubhamsaboo/awesome-llm-apps  # too-young
+RocketChat/Rocket.Chat  # md-count=0
+Significant-Gravitas/AutoGPT  # too-young
+ShareX/ShareX  # docs-not-found
+SheetJS/sheetjs  # md-count=0
+SimplifyJobs/Summer2026-Internships  # docs-not-found
+Stability-AI/stablediffusion  # too-young
+Stirling-Tools/Stirling-PDF  # too-young
+TabbyML/tabby  # too-young
+Solido/awesome-flutter  # docs-not-found
+SortableJS/Sortable  # docs-not-found
+TapXWorld/ChinaTextbook  # docs-not-found
+TencentARC/GFPGAN  # docs-not-found
+Textualize/rich  # md-count=0
+StevenBlack/hosts  # md-count=0
+TheAlgorithms/C-Plus-Plus  # md-count=0
+The-Run-Philosophy-Organization/run  # docs-not-found
+TheAlgorithms/Java  # docs-not-found
+TheAlgorithms/Python  # md-count=0
+TheAlgorithms/JavaScript  # docs-not-found
+Trinea/android-open-project  # docs-not-found
+TryGhost/Ghost  # md-count=0
+VincentGarreau/particles.js  # docs-not-found
+https://github.com/XIU2/TrackersListCollection  # exception
+Unitech/pm2  # md-count=0
+WerWolv/ImHex  # md-count=0
+XingangPan/DragGAN  # too-young
+XX-net/XX-Net  # md-count=0
+XTLS/Xray-core  # md-count=0
+YunaiV/ruoyi-vue-pro  # md-count=0
+abi/screenshot-to-code  # too-young
+acheong08/ChatGPT  # too-young
+Z4nzu/hackingtool  # md-count=0
+ZuzooVn/machine-learning-for-software-engineers  # docs-not-found
+acmesh-official/acme.sh  # docs-not-found
+adam-p/markdown-here  # docs-not-found
+ageitgey/face_recognition  # md-count=0
+agalwood/Motrix  # docs-not-found
+ageron/handson-ml2  # md-count=0
+adobe/brackets  # md-count=0
+airbnb/javascript  # md-count=0
+airbnb/lottie-web  # md-count=0
+agno-agi/agno  # md-count=0
+ajeetdsouza/zoxide  # docs-not-found
+airbnb/lottie-android  # md-count=0
+alacritty/alacritty  # md-count=2
+akullpp/awesome-java  # md-count=0
+algorithm-visualizer/algorithm-visualizer  # docs-not-found
+alibaba/druid  # md-count=1
+alebcay/awesome-shell  # md-count=0
+alibaba/nacos  # md-count=0
+alibaba/easyexcel  # md-count=2
+alibaba/p3c  # md-count=0
+alex/what-happens-when  # md-count=0
+alibaba/canal  # md-count=0
+amix/vimrc  # md-count=0
+alibaba/spring-cloud-alibaba  # md-count=0
+alvarotrigo/fullPage.js  # docs-not-found
+animate-css/animate.css  # md-count=0
+angular/angular.js  # md-count=0
+angular/angular  # md-count=4
+android/architecture-samples  # docs-not-found
+anoma/anoma  # md-count=0
+anthropics/claude-code  # too-young
+ant-design/ant-design-pro  # md-count=0
+ansible/ansible  # md-count=0
+aosabook/500lines  # md-count=1
+anuraghazra/github-readme-stats  # md-count=0
+apache/airflow  # md-count=1
+appsmithorg/appsmith  # md-count=8
+apache/dubbo  # md-count=0
+aria2/aria2  # md-count=0
+apache/echarts  # md-count=0
+ariya/phantomjs  # docs-not-found
+apache/kafka  # md-count=0
+aseprite/aseprite  # md-count=4
+ascoders/weekly  # docs-not-found
+astral-sh/uv  # too-young
+astaxie/build-web-application-with-golang  # md-count=0
+awesome-foss/awesome-sysadmin  # docs-not-found
+awesome-selfhosted/awesome-selfhosted  # docs-not-found
+atom/atom  # md-count=3
+avelino/awesome-go  # md-count=0
+awesomedata/awesome-public-datasets  # docs-not-found
+axios/axios  # md-count=0
+babel/babel  # md-count=5
+aymericdamien/TensorFlow-Examples  # docs-not-found
+babysor/MockingBird  # docs-not-found
+bailicangdu/vue2-elm  # docs-not-found
+azl397985856/leetcode  # md-count=0
+base/node  # too-young
+balena-io/etcher  # md-count=9
+bevyengine/bevy  # md-count=5
+beego/beego  # md-count=0
+bannedbook/fanqiang  # md-count=0
+binary-husky/gpt_academic  # too-young
+bilibili/ijkplayer  # md-count=1
+bigskysoftware/htmx  # docs-not-found
+binarywang/WxJava  # md-count=0
+bayandin/awesome-awesomeness  # md-count=0
+binhnguyennus/awesome-scalability  # docs-not-found
+bregman-arie/devops-exercises  # docs-not-found
+bradtraversy/50projects50days  # md-count=0
+browser-use/browser-use  # too-young
+blueimp/jQuery-File-Upload  # docs-not-found
+bradtraversy/design-resources-for-developers  # md-count=0
+caddyserver/caddy  # md-count=0
+byoungd/English-level-up-tips  # md-count=0
+bumptech/glide  # docs-not-found
+calcom/cal.com  # md-count=1
+caolan/async  # md-count=0
+carbon-language/carbon-lang  # docs-not-found
+ccxt/ccxt  # md-count=0
+certbot/certbot  # md-count=0
+chakra-ui/chakra-ui  # md-count=0
+cfenollosa/os-tutorial  # docs-not-found
+charlax/professional-programming  # md-count=0
+charmbracelet/bubbletea  # docs-not-found
+chatanywhere/GPT_API_free  # too-young
+chatboxai/chatbox  # too-young
+chatchat-space/Langchain-Chatchat  # too-young
+chenfei-wu/TaskMatrix  # too-young
+cheeriojs/cheerio  # md-count=8
+chinabugotech/hutool  # docs-not-found
+chinese-poetry/chinese-poetry  # docs-not-found
+clash-verge-rev/clash-verge-rev  # too-young
+chubin/cheat.sh  # md-count=2
+cline/cline  # too-young
+brillout/awesome-react-components  # md-count=0
+chrislgarry/Apollo-11  # docs-not-found
+cli/cli  # docs-not-found
+cloudcommunity/Free-Certifications  # md-count=0
+codecrafters-io/build-your-own-x  # md-count=0
+comfyanonymous/ComfyUI  # too-young
+colinhacks/zod  # md-count=1
+conductor-oss/conductor  # too-young
+codepath/android_guides  # docs-not-found
+continuedev/continue  # too-young
+coolsnowwolf/lede  # md-count=0
+crewAIInc/crewAI  # too-young
+cursor/cursor  # too-young
+coollabsio/coolify  # md-count=0
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+cypress-io/cypress  # md-count=1
+dair-ai/Prompt-Engineering-Guide  # too-young
+danielmiessler/Fabric  # too-young
+d2l-ai/d2l-zh  # docs-not-found
+danny-avila/LibreChat  # too-young
+datalab-to/marker  # too-young
+dani-garcia/vaultwarden  # docs-not-found
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+date-fns/date-fns  # md-count=9
+deepseek-ai/DeepSeek-R1  # too-young
+deepseek-ai/DeepSeek-V3  # too-young
+deepseek-ai/awesome-deepseek-integration  # too-young
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+dcloudio/uni-app  # md-count=1
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+dockur/windows  # too-young
+docling-project/docling  # too-young
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+docker/awesome-compose  # md-count=0
+donnemartin/interactive-coding-challenges  # docs-not-found
+donnemartin/system-design-primer  # docs-not-found
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+doocs/leetcode  # md-count=0
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+elsewhencode/project-guidelines  # md-count=0
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+f/awesome-chatgpt-prompts  # too-young
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requirements.txt

@@ -1,5 +1,7 @@
 pandas
-playwright
-langid
+pyarrow
+requests
+tqdm
 pyyaml
-urllib
+langid
+playwright