From 0e9d4e79bc2b1b348ab9ddc57972e95f5e9dc781 Mon Sep 17 00:00:00 2001 From: Folker Meyer Date: Sat, 25 Jul 2026 12:50:54 +0200 Subject: [PATCH 1/7] Integrate natural narration videos into classes --- README.md | 10 +- build/build_videos.py | 470 +++++++++++++----- captions/RCC_Onboarding_Part_1_Captions.srt | 442 +++++++++-------- captions/RCC_Onboarding_Part_2_Captions.srt | 424 ++++++++-------- captions/RCC_Onboarding_Part_3_Captions.srt | 524 +++++++++++--------- captions/RCC_Onboarding_Part_4_Captions.srt | 452 +++++++++-------- config/media-manifest.yml | 89 ++-- docs/course/class-01-safe-access.md | 10 + docs/course/class-02-workflows.md | 10 + docs/course/class-03-performance.md | 10 + docs/course/class-04-containers.md | 10 + docs/media/index.md | 66 ++- meta/video-build-report.json | 58 +++ slides/frames/part1/slide-01.png | Bin 0 -> 61226 bytes slides/frames/part1/slide-02.png | Bin 0 -> 54775 bytes slides/frames/part1/slide-03.png | Bin 0 -> 63005 bytes 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slides/frames/part1/slide-03.png create mode 100644 slides/frames/part1/slide-04.png create mode 100644 slides/frames/part1/slide-05.png create mode 100644 slides/frames/part1/slide-06.png create mode 100644 slides/frames/part1/slide-07.png create mode 100644 slides/frames/part1/slide-08.png create mode 100644 slides/frames/part1/slide-09.png create mode 100644 slides/frames/part1/slide-10.png create mode 100644 slides/frames/part1/slide-11.png create mode 100644 slides/frames/part1/slide-12.png create mode 100644 slides/frames/part2/slide-01.png create mode 100644 slides/frames/part2/slide-02.png create mode 100644 slides/frames/part2/slide-03.png create mode 100644 slides/frames/part2/slide-04.png create mode 100644 slides/frames/part2/slide-05.png create mode 100644 slides/frames/part2/slide-06.png create mode 100644 slides/frames/part2/slide-07.png create mode 100644 slides/frames/part2/slide-08.png create mode 100644 slides/frames/part2/slide-09.png create mode 100644 slides/frames/part2/slide-10.png create mode 100644 slides/frames/part2/slide-11.png create mode 100644 slides/frames/part2/slide-12.png create mode 100644 slides/frames/part3/slide-01.png create mode 100644 slides/frames/part3/slide-02.png create mode 100644 slides/frames/part3/slide-03.png create mode 100644 slides/frames/part3/slide-04.png create mode 100644 slides/frames/part3/slide-05.png create mode 100644 slides/frames/part3/slide-06.png create mode 100644 slides/frames/part3/slide-07.png create mode 100644 slides/frames/part3/slide-08.png create mode 100644 slides/frames/part3/slide-09.png create mode 100644 slides/frames/part3/slide-10.png create mode 100644 slides/frames/part3/slide-11.png create mode 100644 slides/frames/part3/slide-12.png create mode 100644 slides/frames/part3/slide-13.png create mode 100644 slides/frames/part3/slide-14.png create mode 100644 slides/frames/part4/slide-01.png create mode 100644 slides/frames/part4/slide-02.png create mode 100644 slides/frames/part4/slide-03.png create mode 100644 slides/frames/part4/slide-04.png create mode 100644 slides/frames/part4/slide-05.png create mode 100644 slides/frames/part4/slide-06.png create mode 100644 slides/frames/part4/slide-07.png create mode 100644 slides/frames/part4/slide-08.png create mode 100644 slides/frames/part4/slide-09.png create mode 100644 slides/frames/part4/slide-10.png create mode 100644 slides/frames/part4/slide-11.png create mode 100644 slides/frames/part4/slide-12.png create mode 100644 slides/frames/part4/slide-13.png create mode 100644 tests/test_training_media.py diff --git a/README.md b/README.md index 785b020..ac6a685 100644 --- a/README.md +++ b/README.md @@ -27,7 +27,7 @@ The original four classes include: - a long-form PDF; - an editable DOCX source; - an editable PowerPoint slide deck with speaker notes; -- a 5-10 minute MP4 training video with processed synthetic narration; +- a slide-based MP4 training video with natural British-English narration; - an SRT caption file; and - a Markdown narration script. @@ -35,7 +35,13 @@ The canonical source for the original four classes is the Markdown document in ` ## Video format -The videos are 1280 x 720 H.264/AAC slide-based training videos. Narration uses a synthetic British-English voice with slower pacing, acronym pronunciation handling, equalization, dynamic-range compression, normalization, and captions. They do not connect to production RCC services and contain no credentials or biomedical data. +The videos are 1280 x 720 H.264/AAC slide-based training videos. Classes 1–4 +use the macOS Daniel British-English voice with sentence-aware pacing, +technical-term pronunciation handling, de-essing, gentle compression, EBU R128 +loudness normalization, and captions. Rebuild them with +`python3 build/build_videos.py`. The build records its settings, durations, and +hashes in `meta/video-build-report.json`. Videos do not connect to production +RCC services and contain no credentials or biomedical data. ## Production status diff --git a/build/build_videos.py b/build/build_videos.py index 2e9eda9..bf046c8 100644 --- a/build/build_videos.py +++ b/build/build_videos.py @@ -1,140 +1,344 @@ #!/usr/bin/env python3 -import json, os, re, subprocess, math, wave, glob, shutil, textwrap +"""Build narrated RCC class videos from committed slide frames and Markdown. + +The default speech backend is the macOS ``say`` synthesizer with the British +English Daniel voice. Audio is mastered with ffmpeg and captions are generated +from the unmodified narration text. No production RCC service is contacted. +""" + +from __future__ import annotations + +import argparse +import hashlib +import json +import re +import shutil +import subprocess +import tempfile from pathlib import Path -ROOT=Path('/mnt/data/rcc-curriculum-v2') -VIDEOS=ROOT/'videos'; AUDIO=ROOT/'audio'; CAP=ROOT/'captions'; WORK=ROOT/'video_work' -for d in [VIDEOS,AUDIO,CAP,WORK]: d.mkdir(parents=True,exist_ok=True) - -ACCENTS={1:'007C83',2:'2C6EAF',3:'D15B47',4:'7057A3'} - -REPL=[ - (r'\bRCC\b','R C C'), (r'\bSSH\b','S S H'), (r'\bVS Code\b','V S Code'), - (r'\bSlurm\b','slurm'), (r'\bSnakemake\b','snake make'), (r'\btmux\b','tee mux'), - (r'\bMiniforge\b','mini forge'), (r'\bBioconda\b','bio conda'), (r'\bApptainer\b','app tainer'), - (r'\bSIF\b','S I F'), (r'\bI/O\b','I O'), (r'\bIOPS\b','I O operations per second'), - (r'\bCPU\b','C P U'), (r'\bCPUs\b','C P Us'), (r'\bGPU\b','G P U'), (r'\bGPUs\b','G P Us'), - (r'\bRAM\b','ram'), (r'\bFASTQ\.gz\b','fast Q dot G Z'), (r'\bFASTQ\b','fast Q'), - (r'\bFASTA\b','fast A'), (r'\bBAM\b','bam'), (r'\bCRAM\b','C ram'), (r'\bVCF\.gz\b','V C F dot G Z'), - (r'\bVCF\b','V C F'), (r'\bSHA-256\b','S H A two fifty six'), (r'\bMaxRSS\b','max R S S'), - (r'\bsacct\b','S acct'), (r'\bsstat\b','S stat'), (r'\bsbatch\b','S batch'), (r'\bsqueue\b','S queue'), - (r'\bnvidia-smi\b','N V I D I A S M I'), (r'\bTMPDIR\b','temp directory'), - (r'\bDAG\b','D A G'), (r'\bGit\b','git'), (r'\bHPC\b','H P C'), - (r'--nv','dash dash N V'), (r'--cleanenv','dash dash clean env'), (r'\bconda\b','conda'), + +ROOT = Path(__file__).resolve().parents[1] +FRAMES = ROOT / "slides" / "frames" +NARRATION = ROOT / "narration" +CAPTIONS = ROOT / "captions" +OUTPUT = ROOT / "videos-enhanced" +REPORT = ROOT / "meta" / "video-build-report.json" + +VOICE = "Daniel" +RATE = 172 + +PRONUNCIATION = [ + (r"\bRCC\b", "R C C"), + (r"\bSSH\b", "S S H"), + (r"\bVS Code\b", "Visual Studio Code"), + (r"\bSlurm\b", "slurm"), + (r"\bSnakemake\b", "snake make"), + (r"\btmux\b", "tee mux"), + (r"\bMiniforge\b", "mini forge"), + (r"\bBioconda\b", "bio conda"), + (r"\bApptainer\b", "app tainer"), + (r"\bSIF\b", "S I F"), + (r"\bI/O\b", "I O"), + (r"\bIOPS\b", "I O operations per second"), + (r"\bCPU\b", "C P U"), + (r"\bCPUs\b", "C P Us"), + (r"\bGPU\b", "G P U"), + (r"\bGPUs\b", "G P Us"), + (r"\bRAM\b", "ram"), + (r"\bFASTQ\.gz\b", "fast Q dot G Z"), + (r"\bFASTQ\b", "fast Q"), + (r"\bFASTA\b", "fast A"), + (r"\bBAM\b", "bam"), + (r"\bCRAM\b", "C ram"), + (r"\bVCF\.gz\b", "V C F dot G Z"), + (r"\bVCF\b", "V C F"), + (r"\bSHA-256\b", "S H A two fifty six"), + (r"\bMaxRSS\b", "max R S S"), + (r"\bsacct\b", "S acct"), + (r"\bsstat\b", "S stat"), + (r"\bsbatch\b", "S batch"), + (r"\bsqueue\b", "S queue"), + (r"\bnvidia-smi\b", "N V I D I A S M I"), + (r"\bTMPDIR\b", "temp directory"), + (r"\bDAG\b", "D A G"), + (r"--nv", "dash dash N V"), + (r"--cleanenv", "dash dash clean env"), ] -def speech_text(text): - t=text.replace('→',' leads to ').replace('·',', ').replace('–','-').replace('—',' - ') - t=t.replace('`','').replace('“','').replace('”','').replace('’',"'") - for p,r in REPL: t=re.sub(p,r,t,flags=re.I if p in [r'\bSlurm\b',r'\bSnakemake\b',r'\btmux\b',r'\bMiniforge\b',r'\bBioconda\b',r'\bApptainer\b'] else 0) - t=re.sub(r'\s+',' ',t).strip() - return t - -def run(cmd, **kw): - subprocess.run(cmd,check=True,stdout=kw.pop('stdout',subprocess.DEVNULL),stderr=kw.pop('stderr',subprocess.DEVNULL),**kw) - -def duration(path): - out=subprocess.check_output(['ffprobe','-v','error','-show_entries','format=duration','-of','default=nw=1:nk=1',str(path)],text=True) - return float(out.strip()) - -def srt_time(sec): - ms=int(round(sec*1000)); h=ms//3600000; ms%=3600000; m=ms//60000; ms%=60000; s=ms//1000; ms%=1000 - return f'{h:02d}:{m:02d}:{s:02d},{ms:03d}' - -def caption_chunks(text,max_words=19): - sentences=re.split(r'(?<=[.!?])\s+',text.strip()) - chunks=[] - for sent in sentences: - words=sent.split() - while len(words)>max_words: - cut=max_words - # Prefer a punctuation boundary near the end. - for j in range(max_words-3,max_words+1): - if j str: + result = subprocess.run( + command, + check=True, + text=True, + stdout=subprocess.PIPE if capture else subprocess.DEVNULL, + stderr=subprocess.PIPE if capture else subprocess.DEVNULL, + ) + return result.stdout + + +def require(command: str) -> None: + if not shutil.which(command): + raise SystemExit(f"Required command not found: {command}") + + +def parse_narration(path: Path) -> list[dict[str, object]]: + text = path.read_text(encoding="utf-8") + matches = list(re.finditer(r"^## Slide (\d+):\s*(.+)$", text, re.MULTILINE)) + slides: list[dict[str, object]] = [] + for index, match in enumerate(matches): + end = matches[index + 1].start() if index + 1 < len(matches) else len(text) + body = text[match.end() : end].strip() + body = re.sub(r"\s+", " ", body) + slides.append({"slide": int(match.group(1)), "title": match.group(2), "text": body}) + if not slides: + raise ValueError(f"No slide narration found in {path}") + return slides + + +def speech_text(text: str) -> str: + value = ( + text.replace("→", " leads to ") + .replace("·", ", ") + .replace("–", "-") + .replace("—", " - ") + .replace("`", "") + .replace("“", "") + .replace("”", "") + .replace("’", "'") + ) + for pattern, replacement in PRONUNCIATION: + value = re.sub(pattern, replacement, value, flags=re.IGNORECASE) + # A short, explicit pause between sentences avoids the rushed cadence common + # to unedited text-to-speech while retaining natural within-sentence rhythm. + value = re.sub(r"(?<=[.!?])\s+", " [[slnc 190]] ", value) + return re.sub(r"\s+", " ", value).strip() + + +def duration(path: Path) -> float: + value = run( + [ + "ffprobe", + "-v", + "error", + "-show_entries", + "format=duration", + "-of", + "default=nw=1:nk=1", + str(path), + ], + capture=True, + ) + return float(value.strip()) + + +def srt_time(seconds: float) -> str: + milliseconds = int(round(seconds * 1000)) + hours, milliseconds = divmod(milliseconds, 3_600_000) + minutes, milliseconds = divmod(milliseconds, 60_000) + secs, milliseconds = divmod(milliseconds, 1000) + return f"{hours:02d}:{minutes:02d}:{secs:02d},{milliseconds:03d}" + + +def caption_chunks(text: str, max_words: int = 16) -> list[str]: + chunks: list[str] = [] + for sentence in re.split(r"(?<=[.!?])\s+", text.strip()): + words = sentence.split() + while len(words) > max_words: + cut = max_words + for candidate in range(max_words - 4, max_words + 1): + if words[candidate - 1].endswith((",", ":", ";")): + cut = candidate + break + chunks.append(" ".join(words[:cut])) + words = words[cut:] + if words: + chunks.append(" ".join(words)) + return chunks + + +def synthesize(text: str, output: Path, voice: str, rate: int) -> None: + raw = output.with_suffix(".aiff") + run(["say", "-v", voice, "-r", str(rate), "-o", str(raw), speech_text(text)]) + if raw.stat().st_size < 8192: + raw.unlink(missing_ok=True) + raise RuntimeError( + "macOS speech synthesis returned no audio. Run this build in a " + "normal Terminal session (not a restricted sandbox) and try again." + ) + # Speech-focused cleanup followed by broadcast-style loudness normalization. + filters = ( + "highpass=f=75,lowpass=f=10500," + "deesser=i=0.22:m=0.45:f=0.5," + "acompressor=threshold=0.10:ratio=2.2:attack=18:release=180:makeup=1.5," + "loudnorm=I=-16:LRA=7:TP=-1.5," + "apad=pad_dur=0.55" ) - run(['ffmpeg','-y','-loop','1','-framerate','2','-i',str(img),'-i',str(audio), - '-vf',vf,'-t',f'{dur:.3f}','-r','2','-c:v','libx264','-preset','ultrafast','-tune','stillimage','-crf','23', - '-c:a','aac','-aac_coder','fast','-b:a','144k','-ar','48000','-shortest',str(out)]) - -def build_part(part): - narr=json.load(open(ROOT/'narration'/f'RCC_Onboarding_Part_{part}_Narration.json')) - slide_dir=ROOT/'qa_slides'/f'part{part}' - work=WORK/f'part{part}'; shutil.rmtree(work,ignore_errors=True); work.mkdir(parents=True) - audiodir=AUDIO/f'part{part}'; audiodir.mkdir(parents=True,exist_ok=True) - entries=[]; timeline=0.0; audio_files=[]; slide_specs=[] - for item in narr: - idx=item['slide']; audio=make_audio(part,idx,item['text'],audiodir); dur=duration(audio) + run( + [ + "ffmpeg", + "-y", + "-i", + str(raw), + "-af", + filters, + "-ar", + "48000", + "-ac", + "1", + "-c:a", + "pcm_s24le", + str(output), + ] + ) + raw.unlink() + + +def sha256(path: Path) -> str: + digest = hashlib.sha256() + with path.open("rb") as handle: + for block in iter(lambda: handle.read(1024 * 1024), b""): + digest.update(block) + return digest.hexdigest() + + +def build_part(part: int, voice: str, rate: int, keep_work: bool) -> dict[str, object]: + slides = parse_narration(NARRATION / f"RCC_Onboarding_Part_{part}_Narration.md") + frame_dir = FRAMES / f"part{part}" + expected = [frame_dir / f"slide-{int(item['slide']):02d}.png" for item in slides] + missing = [str(path) for path in expected if not path.exists()] + if missing: + raise SystemExit("Missing committed video frame(s): " + ", ".join(missing)) + + work_parent = ROOT / "video-work" if keep_work else None + if work_parent: + work_parent.mkdir(exist_ok=True) + work = work_parent / f"part{part}" + shutil.rmtree(work, ignore_errors=True) + work.mkdir() + cleanup = None + else: + cleanup = tempfile.TemporaryDirectory(prefix=f"rcc-video-part{part}-") + work = Path(cleanup.name) + + audio_files: list[Path] = [] + slide_durations: list[float] = [] + caption_entries: list[tuple[float, float, str]] = [] + timeline = 0.0 + for item in slides: + number = int(item["slide"]) + audio = work / f"slide-{number:02d}.wav" + synthesize(str(item["text"]), audio, voice, rate) + seconds = duration(audio) audio_files.append(audio) - slide_specs.append((slide_dir/f'slide-{idx}.png',dur)) - chunks=caption_chunks(item['text']); counts=[max(1,len(c.split())) for c in chunks]; total=sum(counts) - local=0.0 - for c,n in zip(chunks,counts): - cdur=dur*n/total - entries.append((timeline+local,timeline+local+cdur,c)) - local+=cdur - timeline+=dur - # Concatenate identical PCM WAV files without re-encoding. - alist=work/'audio_concat.txt' - alist.write_text('\n'.join(f"file '{a}'" for a in audio_files)+'\n') - full_audio=work/f'part{part}_narration.wav' - run(['ffmpeg','-y','-f','concat','-safe','0','-i',str(alist),'-c','copy',str(full_audio)]) - # Build a variable-frame-rate slideshow. Each PNG is one video frame held for - # the exact duration of its corresponding narration segment. - ilist=work/'images_concat.txt' - lines=[] - for img,dur in slide_specs: - lines.append(f"file '{img}'") - lines.append(f'duration {dur:.6f}') - lines.append(f"file '{slide_specs[-1][0]}'") - ilist.write_text('\n'.join(lines)+'\n') - out=VIDEOS/f'RCC_Onboarding_Part_{part}_Video.mp4' - lastdur=slide_specs[-1][1] - vf=f'fps=1,scale=1280:720:flags=lanczos,tpad=stop_mode=clone:stop_duration={lastdur:.6f},format=yuv420p' - run(['ffmpeg','-y','-f','concat','-safe','0','-i',str(ilist),'-i',str(full_audio), - '-vf',vf,'-fps_mode','vfr','-c:v','libx264','-preset','veryfast','-tune','stillimage','-crf','20', - '-c:a','aac','-aac_coder','fast','-b:a','144k','-ar','48000','-t',f'{timeline:.3f}','-movflags','+faststart',str(out)]) - srt=CAP/f'RCC_Onboarding_Part_{part}_Captions.srt' - with open(srt,'w',encoding='utf-8') as f: - for i,(st,en,tx) in enumerate(entries,1): - f.write(f'{i}\n{srt_time(st)} --> {srt_time(en)}\n{tx}\n\n') - return out,timeline,srt - -import sys -parts=[int(x) for x in sys.argv[1:]] if len(sys.argv)>1 else [1,2,3,4] -summary=[] -for p in parts: - out,dur,srt=build_part(p); summary.append((p,out,dur,srt)); print(f'Part {p}: {dur/60:.2f} min -> {out}', flush=True) -# Merge current summaries with any existing entries. -sp=ROOT/'meta'/'video_summary.json' -existing=[] -if sp.exists(): - try: existing=json.loads(sp.read_text()) - except Exception: existing=[] -by={int(x['part']):x for x in existing} -for p,o,d,srt in summary: by[p]={'part':p,'video':str(o),'duration_seconds':d,'captions':str(srt)} -sp.write_text(json.dumps([by[k] for k in sorted(by)],indent=2)) + slide_durations.append(seconds) + chunks = caption_chunks(str(item["text"])) + weights = [max(1, len(chunk.split())) for chunk in chunks] + local = 0.0 + for chunk, weight in zip(chunks, weights): + chunk_duration = seconds * weight / sum(weights) + caption_entries.append((timeline + local, timeline + local + chunk_duration, chunk)) + local += chunk_duration + timeline += seconds + + audio_list = work / "audio.txt" + audio_list.write_text("\n".join(f"file '{path}'" for path in audio_files) + "\n") + full_audio = work / "narration.wav" + run(["ffmpeg", "-y", "-f", "concat", "-safe", "0", "-i", str(audio_list), "-c", "copy", str(full_audio)]) + + image_list = work / "frames.txt" + lines: list[str] = [] + for frame, seconds in zip(expected, slide_durations): + lines.extend((f"file '{frame}'", f"duration {seconds:.6f}")) + lines.append(f"file '{expected[-1]}'") + image_list.write_text("\n".join(lines) + "\n") + + OUTPUT.mkdir(exist_ok=True) + video = OUTPUT / f"RCC_Onboarding_Part_{part}_Video_Enhanced.mp4" + run( + [ + "ffmpeg", + "-y", + "-f", + "concat", + "-safe", + "0", + "-i", + str(image_list), + "-i", + str(full_audio), + "-vf", + "fps=2,scale=1280:720:flags=lanczos,format=yuv420p", + "-c:v", + "libx264", + "-preset", + "medium", + "-tune", + "stillimage", + "-crf", + "20", + "-c:a", + "aac", + "-b:a", + "160k", + "-ar", + "48000", + "-t", + f"{timeline:.3f}", + "-movflags", + "+faststart", + str(video), + ] + ) + + CAPTIONS.mkdir(exist_ok=True) + captions = CAPTIONS / f"RCC_Onboarding_Part_{part}_Captions.srt" + with captions.open("w", encoding="utf-8") as handle: + for index, (start, end, text) in enumerate(caption_entries, 1): + handle.write(f"{index}\n{srt_time(start)} --> {srt_time(end)}\n{text}\n\n") + + result = { + "part": part, + "voice": voice, + "locale": "en_GB", + "rate_words_per_minute": rate, + "slide_count": len(slides), + "duration_seconds": round(timeline, 3), + "video": str(video.relative_to(ROOT)), + "video_sha256": sha256(video), + "captions": str(captions.relative_to(ROOT)), + "caption_entries": len(caption_entries), + "audio_target_lufs": -16, + "audio_true_peak_limit_db": -1.5, + } + if cleanup: + cleanup.cleanup() + return result + + +def main() -> None: + parser = argparse.ArgumentParser() + parser.add_argument("parts", nargs="*", type=int, default=[1, 2, 3, 4]) + parser.add_argument("--voice", default=VOICE) + parser.add_argument("--rate", type=int, default=RATE) + parser.add_argument("--keep-work", action="store_true") + args = parser.parse_args() + require("say") + require("ffmpeg") + require("ffprobe") + if not all(part in {1, 2, 3, 4} for part in args.parts): + raise SystemExit("Parts must be selected from 1, 2, 3, and 4") + + existing: dict[int, dict[str, object]] = {} + if REPORT.exists(): + existing = {int(item["part"]): item for item in json.loads(REPORT.read_text())} + for part in args.parts: + report = build_part(part, args.voice, args.rate, args.keep_work) + existing[part] = report + print(f"Part {part}: {report['duration_seconds'] / 60:.1f} min -> {report['video']}") + REPORT.write_text(json.dumps([existing[key] for key in sorted(existing)], indent=2) + "\n") + + +if __name__ == "__main__": + main() diff --git a/captions/RCC_Onboarding_Part_1_Captions.srt b/captions/RCC_Onboarding_Part_1_Captions.srt index 3b4fc36..171c681 100644 --- a/captions/RCC_Onboarding_Part_1_Captions.srt +++ b/captions/RCC_Onboarding_Part_1_Captions.srt @@ -1,416 +1,448 @@ 1 -00:00:00,000 --> 00:00:03,229 +00:00:00,000 --> 00:00:03,411 Welcome to Part One of the RCC onboarding curriculum. 2 -00:00:03,229 --> 00:00:10,046 -This lesson is designed for biomedical researchers who may be very experienced in their scientific domain but new to +00:00:03,411 --> 00:00:09,475 +This lesson is designed for biomedical researchers who may be very experienced in their scientific domain 3 -00:00:10,046 --> 00:00:10,763 -Linux clusters. +00:00:09,475 --> 00:00:11,370 +but new to Linux clusters. 4 -00:00:10,763 --> 00:00:14,351 +00:00:11,370 --> 00:00:15,160 We will build a mental model before using any commands. 5 -00:00:14,351 --> 00:00:21,168 -You will see what runs on your own computer, what runs on the cluster, why secure shell is used, +00:00:15,160 --> 00:00:20,466 +You will see what runs on your own computer, what runs on the cluster, 6 -00:00:21,168 --> 00:00:27,626 -how Visual Studio Code connects, how data transfer differs from interactive login, and why Slurm controls compute jobs. +00:00:20,466 --> 00:00:26,530 +why secure shell is used, how Visual Studio Code connects, how data transfer differs from interactive 7 -00:00:27,626 --> 00:00:34,083 -By the end, you should be able to connect, move a small test file, submit a batch job, +00:00:26,530 --> 00:00:29,183 +login, and why Slurm controls compute jobs. 8 -00:00:34,083 --> 00:00:35,877 -and verify where it ran. +00:00:29,183 --> 00:00:34,489 +By the end, you should be able to connect, move a small test file, 9 -00:00:35,877 --> 00:00:39,824 -The examples are intentionally small and contain no sensitive research data. +00:00:34,489 --> 00:00:37,900 +submit a batch job, and verify where it ran. 10 -00:00:39,824 --> 00:00:45,266 -Think of the RCC as a shared scientific instrument rather than a faster desktop computer. +00:00:37,900 --> 00:00:42,070 +The examples are intentionally small and contain no sensitive research data. 11 -00:00:45,266 --> 00:00:47,805 -The login host is the reception desk. +00:00:42,070 --> 00:00:47,732 +Think of the RCC as a shared scientific instrument rather than a faster desktop computer. 12 -00:00:47,805 --> 00:00:53,610 -It authenticates you and lets you prepare work, but it is not intended for heavy analysis. +00:00:47,732 --> 00:00:50,374 +The login host is the reception desk. 13 -00:00:53,610 --> 00:00:58,326 -Compute nodes are the instruments that run CPU, memory, or GPU intensive jobs. +00:00:50,374 --> 00:00:56,414 +It authenticates you and lets you prepare work, but it is not intended for heavy analysis. 14 -00:00:58,326 --> 00:01:00,865 -Shared storage holds project data and results. +00:00:56,414 --> 00:01:01,321 +Compute nodes are the instruments that run CPU, memory, or GPU intensive jobs. 15 -00:01:00,865 --> 00:01:06,670 -Slurm is the booking and scheduling system that decides when and where a job can run. +00:01:01,321 --> 00:01:03,963 +Shared storage holds project data and results. 16 -00:01:06,670 --> 00:01:10,298 -This separation protects other users and makes large analyses repeatable. +00:01:03,963 --> 00:01:10,003 +Slurm is the booking and scheduling system that decides when and where a job can run. 17 -00:01:10,298 --> 00:01:17,190 -A command typed in the wrong place can affect many people, so every tutorial will tell you where a +00:01:10,003 --> 00:01:13,778 +This separation protects other users and makes large analyses repeatable. 18 -00:01:17,190 --> 00:01:19,730 -command runs and what success looks like. +00:01:13,778 --> 00:01:19,818 +A command typed in the wrong place can affect many people, so every tutorial will tell 19 -00:01:19,730 --> 00:01:24,078 -A major source of confusion is the local and remote split. +00:01:19,818 --> 00:01:23,592 +you where a command runs and what success looks like. 20 -00:01:24,078 --> 00:01:28,030 -Your keyboard, web browser, and normal desktop applications are local. +00:01:23,592 --> 00:01:28,111 +A major source of confusion is the local and remote split. 21 -00:01:28,030 --> 00:01:34,354 -When secure shell is connected, the terminal prompt is remote and commands execute on the RCC. +00:01:28,111 --> 00:01:32,218 +Your keyboard, web browser, and normal desktop applications are local. 22 -00:01:34,354 --> 00:01:41,864 -Visual Studio Code also has two sides: the graphical application remains on your laptop, while its remote extension starts +00:01:32,218 --> 00:01:38,790 +When secure shell is connected, the terminal prompt is remote and commands execute on the RCC. 23 -00:01:41,864 --> 00:01:45,422 -helper processes on the cluster and opens remote files. +00:01:38,790 --> 00:01:44,541 +Visual Studio Code also has two sides: the graphical application remains on your laptop, 24 -00:01:45,422 --> 00:01:50,560 -Always inspect the hostname, current directory, and prompt before deleting or moving files. +00:01:44,541 --> 00:01:50,291 +while its remote extension starts helper processes on the cluster and opens remote files. 25 -00:01:50,560 --> 00:01:56,489 -A file in Downloads on Windows or macOS is not automatically visible on RCC storage. +00:01:50,291 --> 00:01:55,631 +Always inspect the hostname, current directory, and prompt before deleting or moving files. 26 -00:01:56,489 --> 00:02:00,046 -It must be transferred through an approved transfer mechanism. +00:01:55,631 --> 00:02:01,792 +A file in Downloads on Windows or macOS is not automatically visible on RCC storage. 27 -00:02:00,046 --> 00:02:06,162 -Secure Shell, usually called S S H, provides an encrypted channel between your computer and the cluster. +00:02:01,792 --> 00:02:05,489 +It must be transferred through an approved transfer mechanism. 28 -00:02:06,162 --> 00:02:09,760 -Encryption protects credentials and commands while they travel across networks. +00:02:05,489 --> 00:02:11,355 +Secure Shell, usually called S S H, provides an encrypted channel between your computer and the 29 -00:02:09,760 --> 00:02:14,077 -An SSH key pair has a private key and a public key. +00:02:11,355 --> 00:02:11,721 +cluster. 30 -00:02:14,077 --> 00:02:16,955 -The private key stays on your own computer. +00:02:11,721 --> 00:02:15,388 +Encryption protects credentials and commands while they travel across networks. 31 -00:02:16,955 --> 00:02:19,833 -The public key can be registered with RCC. +00:02:15,388 --> 00:02:19,787 +An SSH key pair has a private key and a public key. 32 -00:02:19,833 --> 00:02:26,669 -During login, the two sides prove that the correct private key is present without sending that private key to +00:02:19,787 --> 00:02:22,720 +The private key stays on your own computer. 33 -00:02:26,669 --> 00:02:27,388 -the server. +00:02:22,720 --> 00:02:25,653 +The public key can be registered with RCC. 34 -00:02:27,388 --> 00:02:31,346 -A passphrase protects the private key if the laptop is lost. +00:02:25,653 --> 00:02:31,519 +During login, the two sides prove that the correct private key is present without sending that 35 -00:02:31,346 --> 00:02:36,383 -Store that passphrase in an approved password manager before you finish creating the key. +00:02:31,519 --> 00:02:33,352 +private key to the server. 36 -00:02:36,383 --> 00:02:38,901 -Never email or upload the private key. +00:02:33,352 --> 00:02:37,385 +A passphrase protects the private key if the laptop is lost. 37 -00:02:38,901 --> 00:02:43,923 -On Windows, use a current supported version with the built-in OpenSSH client. +00:02:37,385 --> 00:02:42,518 +Store that passphrase in an approved password manager before you finish creating the key. 38 -00:02:43,923 --> 00:02:47,690 -PowerShell is the simplest terminal for the first test. +00:02:42,518 --> 00:02:45,084 +Never email or upload the private key. 39 -00:02:47,690 --> 00:02:51,876 -On macOS, the Terminal application already includes an SSH client. +00:02:45,084 --> 00:02:50,444 +On Windows, use a current supported version with the built-in OpenSSH client. 40 -00:02:51,876 --> 00:02:58,991 -Install the desktop version of Visual Studio Code and then install the Microsoft Remote - SSH extension. +00:02:50,444 --> 00:02:54,463 +PowerShell is the simplest terminal for the first test. 41 -00:02:58,991 --> 00:03:00,246 -The sequence matters. +00:02:54,463 --> 00:02:58,930 +On macOS, the Terminal application already includes an SSH client. 42 -00:03:00,246 --> 00:03:03,595 -First prove that the command line connection works. +00:02:58,930 --> 00:03:06,076 +Install the desktop version of Visual Studio Code and then install the Microsoft Remote - SSH 43 -00:03:03,595 --> 00:03:09,454 -Only then configure VS Code, because the editor uses the same SSH configuration underneath. +00:03:06,076 --> 00:03:06,523 +extension. 44 -00:03:09,454 --> 00:03:11,965 -This makes errors easier to diagnose. +00:03:06,523 --> 00:03:07,862 +The sequence matters. 45 -00:03:11,965 --> 00:03:18,662 -Keep your operating system updated and do not install keys or configuration files from untrusted sources. +00:03:07,862 --> 00:03:11,436 +First prove that the command line connection works. 46 -00:03:18,662 --> 00:03:23,286 -The RCC connection may use a gateway before reaching the submission host. +00:03:11,436 --> 00:03:17,688 +Only then configure VS Code, because the editor uses the same SSH configuration underneath. 47 -00:03:23,286 --> 00:03:28,295 -ProxyJump tells SSH to authenticate through the gateway while preserving end-to-end SSH behavior. +00:03:17,688 --> 00:03:20,368 +This makes errors easier to diagnose. 48 -00:03:28,295 --> 00:03:34,076 -A small configuration file gives the route a memorable alias such as R C C. +00:03:20,368 --> 00:03:27,514 +Keep your operating system updated and do not install keys or configuration files from untrusted sources. 49 -00:03:34,076 --> 00:03:38,700 -The exact hostnames and official host-key fingerprints must come from RCC administrators. +00:03:27,514 --> 00:03:32,264 +The RCC connection may use a gateway before reaching the submission host. 50 -00:03:38,700 --> 00:03:42,938 -Do not accept a changed fingerprint merely because a dialog appears. +00:03:32,264 --> 00:03:37,408 +ProxyJump tells SSH to authenticate through the gateway while preserving end-to-end SSH behavior. 51 -00:03:42,938 --> 00:03:48,333 -A changed key can indicate a rebuilt host, a configuration issue, or an attack. +00:03:37,408 --> 00:03:43,345 +A small configuration file gives the route a memorable alias such as R C C. 52 -00:03:48,333 --> 00:03:54,499 -Test the route in a normal terminal and record the exact error message if it fails. +00:03:43,345 --> 00:03:48,094 +The exact hostnames and official host-key fingerprints must come from RCC administrators. 53 -00:03:54,499 --> 00:03:57,614 -Visual Studio Code is not itself the cluster. +00:03:48,094 --> 00:03:52,447 +Do not accept a changed fingerprint merely because a dialog appears. 54 -00:03:57,614 --> 00:04:04,622 -The window runs locally, but the Remote - SSH extension opens a workspace on the RCC submission host. +00:03:52,447 --> 00:03:57,988 +A changed key can indicate a rebuilt host, a configuration issue, or an attack. 55 -00:04:04,622 --> 00:04:07,737 -A colored remote indicator shows the active connection. +00:03:57,988 --> 00:04:04,320 +Test the route in a normal terminal and record the exact error message if it fails. 56 -00:04:07,737 --> 00:04:12,409 -The Explorer then lists remote files, and the integrated terminal starts remotely. +00:04:04,320 --> 00:04:07,628 +Visual Studio Code is not itself the cluster. 57 -00:04:12,409 --> 00:04:17,471 -Extensions may need a remote installation because some code runs near the files. +00:04:07,628 --> 00:04:14,243 +The window runs locally, but the Remote - SSH extension opens a workspace on the RCC 58 -00:04:17,471 --> 00:04:24,868 -Before editing, verify the remote indicator, run hostname in the terminal, and open the intended project directory rather than +00:04:14,243 --> 00:04:15,069 +submission host. 59 -00:04:24,868 --> 00:04:26,426 -your entire home directory. +00:04:15,069 --> 00:04:18,377 +A colored remote indicator shows the active connection. 60 -00:04:26,426 --> 00:04:29,930 -Do not launch long analyses in the integrated terminal. +00:04:18,377 --> 00:04:23,338 +The Explorer then lists remote files, and the integrated terminal starts remotely. 61 -00:04:29,930 --> 00:04:35,770 -Use Slurm, and use tmux only to protect the lightweight workflow controller or monitoring session. +00:04:23,338 --> 00:04:28,712 +Extensions may need a remote installation because some code runs near the files. 62 -00:04:35,770 --> 00:04:40,815 -Interactive SSH is optimized for commands, not for moving large biomedical datasets. +00:04:28,712 --> 00:04:35,327 +Before editing, verify the remote indicator, run hostname in the terminal, and open the intended project 63 -00:04:40,815 --> 00:04:46,280 -The approved browser transfer service provides a managed path for uploads and downloads. +00:04:35,327 --> 00:04:38,221 +directory rather than your entire home directory. 64 -00:04:46,280 --> 00:04:53,006 -Use a project directory agreed with your group, not a random folder in your home directory. +00:04:38,221 --> 00:04:41,942 +Do not launch long analyses in the integrated terminal. 65 -00:04:53,006 --> 00:04:57,210 -Transfer only data permitted by the project and institutional policy. +00:04:41,942 --> 00:04:48,143 +Use Slurm, and use tmux only to protect the lightweight workflow controller or monitoring session. 66 -00:04:57,210 --> 00:05:05,197 -For a small training file, calculate a SHA two fifty-six checksum locally, upload the file, calculate the checksum on +00:04:48,143 --> 00:04:53,377 +Interactive SSH is optimized for commands, not for moving large biomedical datasets. 67 -00:05:05,197 --> 00:05:07,299 -RCC, and compare the values. +00:04:53,377 --> 00:04:59,047 +The approved browser transfer service provides a managed path for uploads and downloads. 68 -00:05:07,299 --> 00:05:10,662 -Matching checksums show that the bytes are identical. +00:04:59,047 --> 00:05:06,025 +Use a project directory agreed with your group, not a random folder in your home directory. 69 -00:05:10,662 --> 00:05:18,650 -For clinical or identifiable data, follow the approved data-protection process rather than improvising with personal cloud storage or email. +00:05:06,025 --> 00:05:10,386 +Transfer only data permitted by the project and institutional policy. 70 -00:05:18,650 --> 00:05:20,550 -Slurm is the resource manager. +00:05:10,386 --> 00:05:15,620 +For a small training file, calculate a SHA two fifty-six checksum locally, 71 -00:05:20,550 --> 00:05:26,631 -Instead of choosing a compute node yourself, you describe the resources required by a job: time, +00:05:15,620 --> 00:05:20,853 +upload the file, calculate the checksum on RCC, and compare the values. 72 -00:05:26,631 --> 00:05:28,912 -CPUs, memory, and sometimes a GPU. +00:05:20,853 --> 00:05:24,342 +Matching checksums show that the bytes are identical. 73 -00:05:28,912 --> 00:05:35,753 -Slurm queues the job, finds a suitable node, starts the job, records its state, and releases resources afterwards. +00:05:24,342 --> 00:05:31,320 +For clinical or identifiable data, follow the approved data-protection process rather than improvising with personal cloud 74 -00:05:35,753 --> 00:05:37,654 -The request should be realistic. +00:05:31,320 --> 00:05:32,629 +storage or email. 75 -00:05:37,654 --> 00:05:43,735 -Too little memory can kill the job; too much memory can delay scheduling and waste capacity. +00:05:32,629 --> 00:05:34,682 +Slurm is the resource manager. 76 -00:05:43,735 --> 00:05:49,056 -A batch script is a plain text record of the command and requested resources. +00:05:34,682 --> 00:05:40,840 +Instead of choosing a compute node yourself, you describe the resources required by a job: 77 -00:05:49,056 --> 00:05:54,377 -That makes it easier to repeat, audit, and share than an undocumented interactive session. +00:05:40,840 --> 00:05:43,715 +time, CPUs, memory, and sometimes a GPU. 78 -00:05:54,377 --> 00:05:56,861 -The first job should be deliberately simple. +00:05:43,715 --> 00:05:49,463 +Slurm queues the job, finds a suitable node, starts the job, records its state, 79 -00:05:56,861 --> 00:06:02,893 -Create a working directory and a batch script that requests one CPU, a small amount of memory, +00:05:49,463 --> 00:05:51,105 +and releases resources afterwards. 80 -00:06:02,893 --> 00:06:04,312 -and a few minutes. +00:05:51,105 --> 00:05:53,158 +The request should be realistic. 81 -00:06:04,312 --> 00:06:09,989 -The script prints the hostname, creates a few numbers, and calculates a mean using standard tools. +00:05:53,158 --> 00:05:59,727 +Too little memory can kill the job; too much memory can delay scheduling and waste capacity. 82 -00:06:09,989 --> 00:06:11,763 -Submit it with s batch. +00:05:59,727 --> 00:06:05,476 +A batch script is a plain text record of the command and requested resources. 83 -00:06:11,763 --> 00:06:13,537 -Slurm returns a job identifier. +00:06:05,476 --> 00:06:11,224 +That makes it easier to repeat, audit, and share than an undocumented interactive session. 84 -00:06:13,537 --> 00:06:20,278 -Use s queue to see whether it is pending or running, and s acct after completion to inspect the +00:06:11,224 --> 00:06:13,788 +The first job should be deliberately simple. 85 -00:06:20,278 --> 00:06:20,988 -final state. +00:06:13,788 --> 00:06:18,185 +Create a working directory and a batch script that requests one CPU, 86 -00:06:20,988 --> 00:06:25,955 -Open the output log and confirm that the hostname belongs to a compute node. +00:06:18,185 --> 00:06:21,482 +a small amount of memory, and a few minutes. 87 -00:06:25,955 --> 00:06:29,503 -The important lesson is the job lifecycle, not the arithmetic. +00:06:21,482 --> 00:06:27,344 +The script prints the hostname, creates a few numbers, and calculates a mean using standard tools. 88 -00:06:29,503 --> 00:06:35,428 -A normal SSH connection ends when the laptop sleeps, the network changes, or the terminal closes. +00:06:27,344 --> 00:06:29,176 +Submit it with s batch. 89 -00:06:35,428 --> 00:06:39,501 -T mux creates a persistent terminal session on the remote host. +00:06:29,176 --> 00:06:31,008 +Slurm returns a job identifier. 90 -00:06:39,501 --> 00:06:42,464 -You can detach, disconnect, reconnect later, and reattach. +00:06:31,008 --> 00:06:36,870 +Use s queue to see whether it is pending or running, and s acct after completion 91 -00:06:42,464 --> 00:06:48,388 -This is useful for editing, monitoring, or running a Snakemake controller that submits jobs to Slurm. +00:06:36,870 --> 00:06:38,702 +to inspect the final state. 92 -00:06:48,388 --> 00:06:55,424 -It does not grant more compute resources and it does not make it acceptable to run heavy analysis on +00:06:38,702 --> 00:06:43,832 +Open the output log and confirm that the hostname belongs to a compute node. 93 -00:06:55,424 --> 00:06:56,535 -the login host. +00:06:43,832 --> 00:06:47,495 +The important lesson is the job lifecycle, not the arithmetic. 94 -00:06:56,535 --> 00:07:02,459 -A good mental model is that tmux preserves the steering wheel, while Slurm provides the engine. +00:06:47,495 --> 00:06:53,718 +A normal SSH connection ends when the laptop sleeps, the network changes, or the terminal closes. 95 -00:07:02,459 --> 00:07:06,533 -Name sessions clearly and close them when the work is complete. +00:06:53,718 --> 00:06:57,996 +T mux creates a persistent terminal session on the remote host. 96 -00:07:06,533 --> 00:07:13,199 -You are ready to continue when you can demonstrate each outcome rather than merely following the steps once. +00:06:57,996 --> 00:07:01,107 +You can detach, disconnect, reconnect later, and reattach. 97 -00:07:13,199 --> 00:07:16,903 -You can identify whether a terminal is local or remote. +00:07:01,107 --> 00:07:07,329 +This is useful for editing, monitoring, or running a Snakemake controller that submits jobs to Slurm. 98 -00:07:16,903 --> 00:07:20,977 -You can explain the difference between your private and public keys. +00:07:07,329 --> 00:07:13,551 +It does not grant more compute resources and it does not make it acceptable to run 99 -00:07:20,977 --> 00:07:23,569 -You have verified the official server fingerprint. +00:07:13,551 --> 00:07:15,885 +heavy analysis on the login host. 100 -00:07:23,569 --> 00:07:26,162 -Command-line SSH works before Visual Studio Code. +00:07:15,885 --> 00:07:22,107 +A good mental model is that tmux preserves the steering wheel, while Slurm provides the engine. 101 -00:07:26,162 --> 00:07:29,124 -You can open the correct remote project directory. +00:07:22,107 --> 00:07:26,385 +Name sessions clearly and close them when the work is complete. 102 -00:07:29,124 --> 00:07:33,198 -You can transfer a small non-sensitive file and match its checksum. +00:07:26,385 --> 00:07:32,514 +You are ready to continue when you can demonstrate each outcome rather than merely following the 103 -00:07:33,198 --> 00:07:40,235 -You can submit a batch script, observe its job identifier, and confirm that it completed on a compute node. +00:07:32,514 --> 00:07:33,280 +steps once. 104 -00:07:40,235 --> 00:07:45,050 +00:07:33,280 --> 00:07:37,111 +You can identify whether a terminal is local or remote. + +105 +00:07:37,111 --> 00:07:41,325 +You can explain the difference between your private and public keys. + +106 +00:07:41,325 --> 00:07:44,007 +You have verified the official server fingerprint. + +107 +00:07:44,007 --> 00:07:46,688 +Command-line SSH works before Visual Studio Code. + +108 +00:07:46,688 --> 00:07:49,753 +You can open the correct remote project directory. + +109 +00:07:49,753 --> 00:07:53,967 +You can transfer a small non-sensitive file and match its checksum. + +110 +00:07:53,967 --> 00:08:00,096 +You can submit a batch script, observe its job identifier, and confirm that it completed on + +111 +00:08:00,096 --> 00:08:01,245 +a compute node. + +112 +00:08:01,245 --> 00:08:06,225 Keep the commands and logs; they are useful evidence when asking for support. diff --git a/captions/RCC_Onboarding_Part_2_Captions.srt b/captions/RCC_Onboarding_Part_2_Captions.srt index e4206ed..8929ac9 100644 --- a/captions/RCC_Onboarding_Part_2_Captions.srt +++ b/captions/RCC_Onboarding_Part_2_Captions.srt @@ -1,412 +1,436 @@ 1 -00:00:00,000 --> 00:00:03,477 +00:00:00,000 --> 00:00:03,692 Part Two moves from access to reproducible analysis. 2 -00:00:03,477 --> 00:00:08,259 +00:00:03,692 --> 00:00:08,768 Biomedical projects combine data, software, parameters, compute resources, and scientific interpretation. 3 -00:00:08,259 --> 00:00:12,171 +00:00:08,768 --> 00:00:12,921 Reproducibility requires us to describe all of those layers. 4 -00:00:12,171 --> 00:00:19,126 -We will explain why environments exist, why Miniforge and Bioconda are useful, why Snakemake models dependencies, +00:00:12,921 --> 00:00:18,459 +We will explain why environments exist, why Miniforge and Bioconda are useful, 5 -00:00:19,126 --> 00:00:22,169 -and how Slurm executes the expensive work. +00:00:18,459 --> 00:00:23,536 +why Snakemake models dependencies, and how Slurm executes the expensive work. 6 -00:00:22,169 --> 00:00:30,427 -We will use two intentionally small examples: a statistical analysis of tabular data and a DNA sequence workflow using +00:00:23,536 --> 00:00:30,919 +We will use two intentionally small examples: a statistical analysis of tabular data and a DNA 7 -00:00:30,427 --> 00:00:31,297 -synthetic reads. +00:00:30,919 --> 00:00:33,227 +sequence workflow using synthetic reads. 8 -00:00:31,297 --> 00:00:34,774 +00:00:33,227 --> 00:00:36,918 The goal is not to teach every method. 9 -00:00:34,774 --> 00:00:40,860 +00:00:36,918 --> 00:00:43,379 The goal is to establish a structure that remains understandable when a project grows. 10 -00:00:40,860 --> 00:00:45,008 +00:00:43,379 --> 00:00:47,742 A scientific result depends on more than the code file. 11 -00:00:45,008 --> 00:00:52,889 -It also depends on input data, software versions, parameters, reference data, the order of operations, and the compute environment. +00:00:47,742 --> 00:00:54,287 +It also depends on input data, software versions, parameters, reference data, the order of operations, 12 -00:00:52,889 --> 00:01:00,770 -If any of those are implicit, a colleague may be unable to reproduce the result even when the script +00:00:54,287 --> 00:00:56,032 +and the compute environment. 13 -00:01:00,770 --> 00:01:01,599 -is available. +00:00:56,032 --> 00:01:03,014 +If any of those are implicit, a colleague may be unable to reproduce the result even 14 -00:01:01,599 --> 00:01:09,065 -A good workflow separates immutable source data from generated output, records software dependencies, and makes each transformation explicit. +00:01:03,014 --> 00:01:05,195 +when the script is available. 15 -00:01:09,065 --> 00:01:14,458 -In regulated or clinically adjacent work, this structure also supports review and provenance. +00:01:05,195 --> 00:01:10,867 +A good workflow separates immutable source data from generated output, records software dependencies, 16 -00:01:14,458 --> 00:01:19,850 -The cluster does not automatically make work reproducible; it only provides shared resources. +00:01:10,867 --> 00:01:13,049 +and makes each transformation explicit. 17 -00:01:19,850 --> 00:01:23,363 -A project directory is a small information architecture. +00:01:13,049 --> 00:01:18,721 +In regulated or clinically adjacent work, this structure also supports review and provenance. 18 -00:01:23,363 --> 00:01:26,437 -Raw data should be treated as read-only. +00:01:18,721 --> 00:01:24,393 +The cluster does not automatically make work reproducible; it only provides shared resources. 19 -00:01:26,437 --> 00:01:29,511 -Workflow files describe how outputs are created. +00:01:24,393 --> 00:01:27,987 +A project directory is a small information architecture. 20 -00:01:29,511 --> 00:01:31,706 -Scripts contain substantial analysis code. +00:01:27,987 --> 00:01:31,131 +Raw data should be treated as read-only. 21 -00:01:31,706 --> 00:01:33,463 -Environment files declare software. +00:01:31,131 --> 00:01:34,275 +Workflow files describe how outputs are created. 22 -00:01:33,463 --> 00:01:35,659 -Logs and benchmarks describe execution. +00:01:34,275 --> 00:01:36,521 +Scripts contain substantial analysis code. 23 -00:01:35,659 --> 00:01:38,732 -Results are generated and can be recreated. +00:01:36,521 --> 00:01:38,317 +Environment files declare software. 24 -00:01:38,732 --> 00:01:45,759 -This separation prevents common mistakes such as editing a raw file, overwriting a result by hand, +00:01:38,317 --> 00:01:40,563 +Logs and benchmarks describe execution. 25 -00:01:45,759 --> 00:01:49,711 -or losing track of which parameters produced a figure. +00:01:40,563 --> 00:01:43,707 +Results are generated and can be recreated. 26 -00:01:49,711 --> 00:01:56,298 -Use meaningful sample identifiers and a metadata table rather than encoding all information in filenames. +00:01:43,707 --> 00:01:50,894 +This separation prevents common mistakes such as editing a raw file, overwriting a result by hand, 27 -00:01:56,298 --> 00:02:01,128 -Keep secrets and patient identifiers out of Git repositories and logs. +00:01:50,894 --> 00:01:54,936 +or losing track of which parameters produced a figure. 28 -00:02:01,128 --> 00:02:02,881 -Scientific software has dependencies. +00:01:54,936 --> 00:02:01,674 +Use meaningful sample identifiers and a metadata table rather than encoding all information in filenames. 29 -00:02:02,881 --> 00:02:10,768 -One tool may need a specific Python version, another a compiled library, and a third a command-line executable. +00:02:01,674 --> 00:02:06,615 +Keep secrets and patient identifiers out of Git repositories and logs. 30 -00:02:10,768 --> 00:02:14,712 -Installing everything globally creates conflicts and makes projects fragile. +00:02:06,615 --> 00:02:08,451 +Scientific software has dependencies. 31 -00:02:14,712 --> 00:02:18,656 -An environment is an isolated collection of compatible packages. +00:02:08,451 --> 00:02:13,960 +One tool may need a specific Python version, another a compiled library, 32 -00:02:18,656 --> 00:02:24,353 -Miniforge provides the conda and mamba tools without a large preselected package set. +00:02:13,960 --> 00:02:16,715 +and a third a command-line executable. 33 -00:02:24,353 --> 00:02:26,982 -Mamba resolves and installs packages efficiently. +00:02:16,715 --> 00:02:20,847 +Installing everything globally creates conflicts and makes projects fragile. 34 -00:02:26,982 --> 00:02:30,926 -Bioconda is a community channel containing many bioinformatics packages. +00:02:20,847 --> 00:02:24,979 +An environment is an isolated collection of compatible packages. 35 -00:02:30,926 --> 00:02:35,746 -An environment file records the package names and, where appropriate, versions. +00:02:24,979 --> 00:02:30,947 +Miniforge provides the conda and mamba tools without a large preselected package set. 36 -00:02:35,746 --> 00:02:39,690 -It is a recipe, not a substitute for validation. +00:02:30,947 --> 00:02:33,702 +Mamba resolves and installs packages efficiently. 37 -00:02:39,690 --> 00:02:45,825 -Part Four will explain why large active environments should not live on network storage. +00:02:33,702 --> 00:02:37,833 +Bioconda is a community channel containing many bioinformatics packages. 38 -00:02:45,825 --> 00:02:48,824 -Conda is the environment and package model. +00:02:37,833 --> 00:02:42,884 +An environment file records the package names and, where appropriate, versions. 39 -00:02:48,824 --> 00:02:52,252 -Mamba is a compatible, faster resolver and installer. +00:02:42,884 --> 00:02:47,015 +It is a recipe, not a substitute for validation. 40 -00:02:52,252 --> 00:02:56,109 -Miniforge is a compact distribution that provides these tools. +00:02:47,015 --> 00:02:53,443 +Part Four will explain why large active environments should not live on network storage. 41 -00:02:56,109 --> 00:03:00,393 -Channels are package repositories, and Bioconda specializes in bioinformatics software. +00:02:53,443 --> 00:02:56,582 +Conda is the environment and package model. 42 -00:03:00,393 --> 00:03:06,392 -Channel order matters because packages from different repositories may be built against different libraries. +00:02:56,582 --> 00:03:00,169 +Mamba is a compatible, faster resolver and installer. 43 -00:03:06,392 --> 00:03:11,963 -Follow the RCC-supported configuration rather than copying arbitrary commands from an old tutorial. +00:03:00,169 --> 00:03:04,204 +Miniforge is a compact distribution that provides these tools. 44 -00:03:11,963 --> 00:03:20,104 -Keep the environment definition in the project, test it on synthetic data, and avoid continuously changing a shared environment +00:03:04,204 --> 00:03:08,688 +Channels are package repositories, and Bioconda specializes in bioinformatics software. 45 -00:03:20,104 --> 00:03:21,818 -underneath an active analysis. +00:03:08,688 --> 00:03:14,966 +Channel order matters because packages from different repositories may be built against different libraries. 46 -00:03:21,818 --> 00:03:28,245 -For production, a pinned container image is often more robust, as covered in Part Four. +00:03:14,966 --> 00:03:20,795 +Follow the RCC-supported configuration rather than copying arbitrary commands from an old tutorial. 47 -00:03:28,245 --> 00:03:30,664 -Snakemake is a workflow management system. +00:03:20,795 --> 00:03:26,176 +Keep the environment definition in the project, test it on synthetic data, 48 -00:03:30,664 --> 00:03:36,307 -Each rule declares input files, output files, software, resources, and a command or script. +00:03:26,176 --> 00:03:31,108 +and avoid continuously changing a shared environment underneath an active analysis. 49 -00:03:36,307 --> 00:03:41,547 -Snakemake builds a directed acyclic graph showing which outputs depend on which inputs. +00:03:31,108 --> 00:03:37,834 +For production, a pinned container image is often more robust, as covered in Part Four. 50 -00:03:41,547 --> 00:03:45,981 -It runs only the steps needed to create the requested target. +00:03:37,834 --> 00:03:40,370 +Snakemake is a workflow management system. 51 -00:03:45,981 --> 00:03:50,818 -If an upstream input changes, the affected downstream steps can be recomputed. +00:03:40,370 --> 00:03:46,287 +Each rule declares input files, output files, software, resources, and a command or script. 52 -00:03:50,818 --> 00:03:56,461 -This is safer than a long shell script that assumes every previous command succeeded. +00:03:46,287 --> 00:03:51,782 +Snakemake builds a directed acyclic graph showing which outputs depend on which inputs. 53 -00:03:56,461 --> 00:04:00,491 -The workflow graph also helps colleagues review the scientific logic. +00:03:51,782 --> 00:03:56,431 +It runs only the steps needed to create the requested target. 54 -00:04:00,491 --> 00:04:04,522 -A dry run shows what would happen without executing commands. +00:03:56,431 --> 00:04:01,503 +If an upstream input changes, the affected downstream steps can be recomputed. 55 -00:04:04,522 --> 00:04:06,992 -Snakemake and Slurm solve different problems. +00:04:01,503 --> 00:04:07,420 +This is safer than a long shell script that assumes every previous command succeeded. 56 -00:04:06,992 --> 00:04:11,109 -Snakemake understands scientific dependencies and decides which rule is ready. +00:04:07,420 --> 00:04:11,647 +The workflow graph also helps colleagues review the scientific logic. 57 -00:04:11,109 --> 00:04:18,931 -The Slurm executor translates each ready rule into a cluster job with requested CPUs, memory, runtime, and other resources. +00:04:11,647 --> 00:04:15,873 +A dry run shows what would happen without executing commands. 58 -00:04:18,931 --> 00:04:24,694 -The lightweight Snakemake controller can run in a tmux session on the submission host. +00:04:15,873 --> 00:04:18,468 +Snakemake and Slurm solve different problems. 59 -00:04:24,694 --> 00:04:27,576 -The expensive commands run on compute nodes. +00:04:18,468 --> 00:04:22,794 +Snakemake understands scientific dependencies and decides which rule is ready. 60 -00:04:27,576 --> 00:04:34,575 -This separation lets a workflow execute many independent samples in parallel without manually submitting hundreds of jobs. +00:04:22,794 --> 00:04:28,849 +The Slurm executor translates each ready rule into a cluster job with requested CPUs, 61 -00:04:34,575 --> 00:04:40,750 -Resource values should be declared per rule and refined using measurements rather than copied blindly. +00:04:28,849 --> 00:04:31,012 +memory, runtime, and other resources. 62 -00:04:40,750 --> 00:04:43,964 -A statistical workflow starts with input validation. +00:04:31,012 --> 00:04:37,067 +The lightweight Snakemake controller can run in a tmux session on the submission host. 63 -00:04:43,964 --> 00:04:51,312 -Check column names, data types, missing values, group labels, and expected sample identifiers before calculating anything. +00:04:37,067 --> 00:04:40,095 +The expensive commands run on compute nodes. 64 -00:04:51,312 --> 00:04:55,446 -The demonstration dataset contains synthetic measurements from two groups. +00:04:40,095 --> 00:04:47,015 +This separation lets a workflow execute many independent samples in parallel without manually submitting hundreds of 65 -00:04:55,446 --> 00:04:58,660 -One rule validates and cleans the table. +00:04:47,015 --> 00:04:47,448 +jobs. 66 -00:04:58,660 --> 00:05:01,875 -Another calculates group counts, means, and variability. +00:04:47,448 --> 00:04:53,936 +Resource values should be declared per rule and refined using measurements rather than copied blindly. 67 -00:05:01,875 --> 00:05:10,601 -A third performs a Welch t test and records the effect estimate and uncertainty rather than reporting only a +00:04:53,936 --> 00:04:57,352 +A statistical workflow starts with input validation. 68 -00:05:10,601 --> 00:05:11,519 -p value. +00:04:57,352 --> 00:05:05,161 +Check column names, data types, missing values, group labels, and expected sample identifiers before calculating anything. 69 -00:05:11,519 --> 00:05:14,275 -A final rule creates a figure. +00:05:05,161 --> 00:05:09,553 +The demonstration dataset contains synthetic measurements from two groups. 70 -00:05:14,275 --> 00:05:21,623 -The workflow is pedagogical; the correct statistical model for a real biomedical study depends on design, +00:05:09,553 --> 00:05:12,970 +One rule validates and cleans the table. 71 -00:05:21,623 --> 00:05:25,756 -pairing, repeated measures, batch effects, confounders, and pre-specified hypotheses. +00:05:12,970 --> 00:05:16,386 +Another calculates group counts, means, and variability. 72 -00:05:25,756 --> 00:05:30,088 -DNA sequence analysis introduces file formats with different purposes. +00:05:16,386 --> 00:05:24,195 +A third performs a Welch t test and records the effect estimate and uncertainty rather than 73 -00:05:30,088 --> 00:05:35,383 -FASTQ stores reads and quality values and is normally kept compressed. +00:05:24,195 --> 00:05:26,635 +reporting only a p value. 74 -00:05:35,383 --> 00:05:37,789 -A reference FASTA stores sequences. +00:05:26,635 --> 00:05:29,564 +A final rule creates a figure. 75 -00:05:37,789 --> 00:05:43,084 -BAM or CRAM stores aligned reads in a binary, indexable format. +00:05:29,564 --> 00:05:37,372 +The workflow is pedagogical; the correct statistical model for a real biomedical study depends on design, 76 -00:05:43,084 --> 00:05:48,860 -VCF stores sequence variants and may use block compression with an index. +00:05:37,372 --> 00:05:41,765 +pairing, repeated measures, batch effects, confounders, and pre-specified hypotheses. 77 -00:05:48,860 --> 00:05:54,636 -Quality reports summarize technical characteristics but do not automatically establish biological validity. +00:05:41,765 --> 00:05:46,461 +DNA sequence analysis introduces file formats with different purposes. 78 -00:05:54,636 --> 00:06:02,818 -A typical small workflow validates read files, performs quality control, aligns or classifies reads, creates indexed outputs, +00:05:46,461 --> 00:05:52,201 +FASTQ stores reads and quality values and is normally kept compressed. 79 -00:06:02,818 --> 00:06:04,262 -and summarizes results. +00:05:52,201 --> 00:05:54,810 +A reference FASTA stores sequences. 80 -00:06:04,262 --> 00:06:11,963 -Real clinical or research pipelines require validated references, contamination controls, sample identity checks, and documented versions. +00:05:54,810 --> 00:06:00,549 +BAM or CRAM stores aligned reads in a binary, indexable format. 81 -00:06:11,963 --> 00:06:18,183 -Before a substantial run, request a specific target and perform a Snakemake dry run. +00:06:00,549 --> 00:06:06,811 +VCF stores sequence variants and may use block compression with an index. 82 -00:06:18,183 --> 00:06:21,737 -Inspect the planned rules, inputs, and job count. +00:06:06,811 --> 00:06:13,072 +Quality reports summarize technical characteristics but do not automatically establish biological validity. 83 -00:06:21,737 --> 00:06:24,846 -Then execute through the RCC-supported Slurm profile. +00:06:13,072 --> 00:06:20,378 +A typical small workflow validates read files, performs quality control, aligns or classifies reads, 84 -00:06:24,846 --> 00:06:31,510 -Each rule should have a useful log, and performance-sensitive rules should have a benchmark file. +00:06:20,378 --> 00:06:23,508 +creates indexed outputs, and summarizes results. 85 -00:06:31,510 --> 00:06:35,508 -A completed workflow is not automatically a correct workflow. +00:06:23,508 --> 00:06:31,857 +Real clinical or research pipelines require validated references, contamination controls, sample identity checks, and documented versions. 86 -00:06:35,508 --> 00:06:40,395 -Review exit states, expected file counts, quality metrics, and biological plausibility. +00:06:31,857 --> 00:06:38,442 +Before a substantial run, request a specific target and perform a Snakemake dry run. 87 -00:06:40,395 --> 00:06:43,948 -Avoid redirecting all commands into one giant log. +00:06:38,442 --> 00:06:42,205 +Inspect the planned rules, inputs, and job count. 88 -00:06:43,948 --> 00:06:48,835 -Per-rule and per-sample logs make failures diagnosable and support audit trails. +00:06:42,205 --> 00:06:45,497 +Then execute through the RCC-supported Slurm profile. 89 -00:06:48,835 --> 00:06:55,234 -Git records changes to text files and supports review through branches and pull requests. +00:06:45,497 --> 00:06:52,553 +Each rule should have a useful log, and performance-sensitive rules should have a benchmark file. 90 -00:06:55,234 --> 00:06:59,805 -Commit the Snakefile, scripts, environment definitions, configuration templates, and documentation. +00:06:52,553 --> 00:06:56,786 +A completed workflow is not automatically a correct workflow. 91 -00:06:59,805 --> 00:07:07,119 -Do not commit raw sequencing data, patient identifiers, credentials, private keys, large binary outputs, or secrets. +00:06:56,786 --> 00:07:01,960 +Review exit states, expected file counts, quality metrics, and biological plausibility. 92 -00:07:07,119 --> 00:07:12,147 -Use a gitignore file to exclude generated directories and local configuration. +00:07:01,960 --> 00:07:05,723 +Avoid redirecting all commands into one giant log. 93 -00:07:12,147 --> 00:07:17,632 -Small, descriptive commits make it possible to understand how a method evolved. +00:07:05,723 --> 00:07:10,897 +Per-rule and per-sample logs make failures diagnosable and support audit trails. 94 -00:07:17,632 --> 00:07:22,660 -Tag or record the exact workflow version used for an analysis. +00:07:10,897 --> 00:07:17,760 +Git records changes to text files and supports review through branches and pull requests. 95 -00:07:22,660 --> 00:07:31,345 -For collaborative projects, a pull request allows a colleague to review scientific logic and operational safety before changes reach +00:07:17,760 --> 00:07:22,662 +Commit the Snakefile, scripts, environment definitions, configuration templates, and documentation. 96 -00:07:31,345 --> 00:07:32,716 -the main branch. +00:07:22,662 --> 00:07:30,506 +Do not commit raw sequencing data, patient identifiers, credentials, private keys, large binary outputs, or secrets. 97 -00:07:32,716 --> 00:07:40,072 -You are ready for larger examples when the project has a clear directory structure and read-only source data; +00:07:30,506 --> 00:07:35,898 +Use a gitignore file to exclude generated directories and local configuration. 98 -00:07:40,072 --> 00:07:47,836 -the software environment is declared; Snakemake can perform a dry run; the workflow submits rules through the approved Slurm +00:07:35,898 --> 00:07:41,781 +Small, descriptive commits make it possible to understand how a method evolved. 99 -00:07:47,836 --> 00:07:55,191 -profile; statistical inputs are validated; sequence files use appropriate compressed and indexed formats; logs and benchmarks are generated; +00:07:41,781 --> 00:07:47,174 +Tag or record the exact workflow version used for an analysis. 100 -00:07:55,191 --> 00:07:59,277 -and workflow changes are recorded in Git without sensitive data. +00:07:47,174 --> 00:07:55,017 +For collaborative projects, a pull request allows a colleague to review scientific logic and operational safety 101 -00:07:59,277 --> 00:08:01,729 -The next lesson focuses on performance. +00:07:55,017 --> 00:07:57,959 +before changes reach the main branch. 102 -00:08:01,729 --> 00:08:09,493 -It explains why an analysis with correct code can still take months when CPU, memory, and especially input-output behavior +00:07:57,959 --> 00:08:04,727 +You are ready for larger examples when the project has a clear directory structure and read-only 103 -00:08:09,493 --> 00:08:10,719 -are structured poorly. +00:08:04,727 --> 00:08:10,226 +source data; the software environment is declared; Snakemake can perform a dry run; + +104 +00:08:10,226 --> 00:08:15,726 +the workflow submits rules through the approved Slurm profile; statistical inputs are validated; + +105 +00:08:15,726 --> 00:08:21,225 +sequence files use appropriate compressed and indexed formats; logs and benchmarks are generated; + +106 +00:08:21,225 --> 00:08:25,455 +and workflow changes are recorded in Git without sensitive data. + +107 +00:08:25,455 --> 00:08:27,993 +The next lesson focuses on performance. + +108 +00:08:27,993 --> 00:08:33,916 +It explains why an analysis with correct code can still take months when CPU, + +109 +00:08:33,916 --> 00:08:37,300 +memory, and especially input-output behavior are structured poorly. diff --git a/captions/RCC_Onboarding_Part_3_Captions.srt b/captions/RCC_Onboarding_Part_3_Captions.srt index ef0ec4f..4aba4ab 100644 --- a/captions/RCC_Onboarding_Part_3_Captions.srt +++ b/captions/RCC_Onboarding_Part_3_Captions.srt @@ -1,468 +1,528 @@ 1 -00:00:00,000 --> 00:00:03,237 +00:00:00,000 --> 00:00:03,487 Part Three explains performance engineering for biomedical research. 2 -00:00:03,237 --> 00:00:09,306 +00:00:03,487 --> 00:00:10,024 The most important message is that faster hardware does not rescue a poorly structured workflow. 3 -00:00:09,306 --> 00:00:16,994 -A computation that should finish in hours can extend to weeks or months when it repeatedly scans network storage, +00:00:10,024 --> 00:00:16,997 +A computation that should finish in hours can extend to weeks or months when it repeatedly 4 -00:00:16,994 --> 00:00:24,277 -opens millions of small files, requests the wrong number of threads, or runs out of memory and restarts. +00:00:16,997 --> 00:00:23,099 +scans network storage, opens millions of small files, requests the wrong number of threads, 5 -00:00:24,277 --> 00:00:28,728 -We will separate CPU, GPU, RAM, disk capacity, and input-output behavior. +00:00:23,099 --> 00:00:26,150 +or runs out of memory and restarts. 6 -00:00:28,728 --> 00:00:36,416 -We will also explain streaming versus random access, large versus small files, compression, node-local scratch, and the tools used +00:00:26,150 --> 00:00:30,944 +We will separate CPU, GPU, RAM, disk capacity, and input-output behavior. 7 -00:00:36,416 --> 00:00:38,035 -to find a bottleneck. +00:00:30,944 --> 00:00:36,174 +We will also explain streaming versus random access, large versus small files, 8 -00:00:38,035 --> 00:00:41,676 -The goal is not maximum speed at any cost. +00:00:36,174 --> 00:00:40,968 +compression, node-local scratch, and the tools used to find a bottleneck. 9 -00:00:41,676 --> 00:00:45,318 -The goal is predictable, fair, and scientifically correct performance. +00:00:40,968 --> 00:00:44,890 +The goal is not maximum speed at any cost. 10 -00:00:45,318 --> 00:00:47,684 -Performance is not a single number. +00:00:44,890 --> 00:00:48,813 +The goal is predictable, fair, and scientifically correct performance. 11 -00:00:47,684 --> 00:00:53,994 -An analysis may be limited by CPU instructions, GPU kernels, memory capacity, memory bandwidth, network transfer, +00:00:48,813 --> 00:00:51,372 +Performance is not a single number. 12 -00:00:53,994 --> 00:00:56,755 -storage throughput, storage latency, or metadata operations. +00:00:51,372 --> 00:00:56,492 +An analysis may be limited by CPU instructions, GPU kernels, memory capacity, 13 -00:00:56,755 --> 00:01:00,698 -Improving a resource that is not limiting usually changes little. +00:00:56,492 --> 00:01:01,184 +memory bandwidth, network transfer, storage throughput, storage latency, or metadata operations. 14 -00:01:00,698 --> 00:01:08,191 -For example, adding CPU cores to a job that waits for thousands of small files can increase contention without +00:01:01,184 --> 00:01:05,450 +Improving a resource that is not limiting usually changes little. 15 -00:01:08,191 --> 00:01:08,980 -shortening runtime. +00:01:05,450 --> 00:01:12,276 +For example, adding CPU cores to a job that waits for thousands of small files can 16 -00:01:08,980 --> 00:01:14,107 -Start by describing the data path and measuring where elapsed time is spent. +00:01:12,276 --> 00:01:14,409 +increase contention without shortening runtime. 17 -00:01:14,107 --> 00:01:16,867 -Then change one variable at a time. +00:01:14,409 --> 00:01:19,955 +Start by describing the data path and measuring where elapsed time is spent. 18 -00:01:16,867 --> 00:01:24,360 -This approach is more reliable than guessing from the reputation of a tool or copying a resource request from +00:01:19,955 --> 00:01:22,941 +Then change one variable at a time. 19 -00:01:24,360 --> 00:01:25,149 -another project. +00:01:22,941 --> 00:01:29,767 +This approach is more reliable than guessing from the reputation of a tool or copying a 20 -00:01:25,149 --> 00:01:27,989 -Consider a workflow with five thousand samples. +00:01:29,767 --> 00:01:31,900 +resource request from another project. 21 -00:01:27,989 --> 00:01:35,699 -If a step spends one second on useful computation and twenty seconds opening, seeking, and closing small files on +00:01:31,900 --> 00:01:34,943 +Consider a workflow with five thousand samples. 22 -00:01:35,699 --> 00:01:37,728 -shared storage, the overhead dominates. +00:01:34,943 --> 00:01:40,596 +If a step spends one second on useful computation and twenty seconds opening, 23 -00:01:37,728 --> 00:01:45,438 -Repeat that pattern across many rules and retries, and a nominally short analysis can occupy the system for weeks. +00:01:40,596 --> 00:01:45,378 +seeking, and closing small files on shared storage, the overhead dominates. 24 -00:01:45,438 --> 00:01:53,148 -Another common pattern is decompressing the same source repeatedly, copying entire directories for each rule, or requesting one core +00:01:45,378 --> 00:01:52,334 +Repeat that pattern across many rules and retries, and a nominally short analysis can occupy the 25 -00:01:53,148 --> 00:01:55,583 -for software configured to use sixteen. +00:01:52,334 --> 00:01:53,639 +system for weeks. 26 -00:01:55,583 --> 00:02:00,453 -Performance mistakes multiply by the number of samples, files, and workflow stages. +00:01:53,639 --> 00:02:00,160 +Another common pattern is decompressing the same source repeatedly, copying entire directories for each rule, 27 -00:02:00,453 --> 00:02:08,163 -Estimate scale before launch: number of jobs, files per job, bytes read and written, and expected runtime per unit. +00:02:00,160 --> 00:02:04,508 +or requesting one core for software configured to use sixteen. 28 -00:02:08,163 --> 00:02:11,688 -A CPU node contains cores that execute instruction streams. +00:02:04,508 --> 00:02:09,725 +Performance mistakes multiply by the number of samples, files, and workflow stages. 29 -00:02:11,688 --> 00:02:14,038 -Some tools expose a threads option. +00:02:09,725 --> 00:02:15,812 +Estimate scale before launch: number of jobs, files per job, bytes read and written, 30 -00:02:14,038 --> 00:02:21,481 -Slurm must allocate at least that many CPUs per task, and the command must be told to use them. +00:02:15,812 --> 00:02:17,986 +and expected runtime per unit. 31 -00:02:21,481 --> 00:02:28,531 -Parallel efficiency usually declines as thread count increases because threads coordinate, share memory bandwidth, and wait for input. +00:02:17,986 --> 00:02:21,737 +A CPU node contains cores that execute instruction streams. 32 -00:02:28,531 --> 00:02:34,799 -Two independent samples may run faster as two smaller jobs than as one very wide job. +00:02:21,737 --> 00:02:24,238 +Some tools expose a threads option. 33 -00:02:34,799 --> 00:02:39,891 -Measure elapsed time and CPU utilization at several thread counts using representative data. +00:02:24,238 --> 00:02:30,906 +Slurm must allocate at least that many CPUs per task, and the command must be told 34 -00:02:39,891 --> 00:02:47,333 -Never start many background processes outside the allocation, and do not assume that a tool called multithreaded scales linearly. +00:02:30,906 --> 00:02:32,156 +to use them. 35 -00:02:47,333 --> 00:02:52,635 -GPUs contain many execution units optimized for highly parallel numerical work. +00:02:32,156 --> 00:02:37,991 +Parallel efficiency usually declines as thread count increases because threads coordinate, share memory bandwidth, 36 -00:02:52,635 --> 00:02:58,901 -They can accelerate deep learning, image analysis, molecular simulation, and selected sequence-analysis tools. +00:02:37,991 --> 00:02:39,658 +and wait for input. 37 -00:02:58,901 --> 00:03:05,167 -A CPU program does not become GPU-enabled merely because a GPU is allocated. +00:02:39,658 --> 00:02:46,326 +Two independent samples may run faster as two smaller jobs than as one very wide job. 38 -00:03:05,167 --> 00:03:14,326 -Request the correct GPU resource, use software built for the available driver and libraries, and monitor utilization with nvidia-smi. +00:02:46,326 --> 00:02:51,744 +Measure elapsed time and CPU utilization at several thread counts using representative data. 39 -00:03:14,326 --> 00:03:22,520 -Low utilization may indicate tiny batches, CPU preprocessing, slow data loading, insufficient parallelism, or frequent host-to-device transfers. +00:02:51,744 --> 00:02:58,412 +Never start many background processes outside the allocation, and do not assume that a tool called 40 -00:03:22,520 --> 00:03:31,678 -GPUs are scarce shared resources, so release them when the GPU portion is complete rather than reserving one during +00:02:58,412 --> 00:02:59,662 +multithreaded scales linearly. 41 -00:03:31,678 --> 00:03:33,124 -long CPU-only stages. +00:02:59,662 --> 00:03:05,423 +GPUs contain many execution units optimized for highly parallel numerical work. 42 -00:03:33,124 --> 00:03:38,329 -RAM holds the active working set: data structures, indices, buffers, and program state. +00:03:05,423 --> 00:03:12,232 +They can accelerate deep learning, image analysis, molecular simulation, and selected sequence-analysis tools. 43 -00:03:38,329 --> 00:03:43,535 -If a job exceeds its Slurm memory allocation, the job may be terminated. +00:03:12,232 --> 00:03:19,041 +A CPU program does not become GPU-enabled merely because a GPU is allocated. 44 -00:03:43,535 --> 00:03:49,942 -If the operating system begins swapping, performance can collapse because disk is far slower than RAM. +00:03:19,041 --> 00:03:26,373 +Request the correct GPU resource, use software built for the available driver and libraries, 45 -00:03:49,942 --> 00:03:55,548 -Requesting far more memory than needed can delay scheduling and reduce capacity for everyone. +00:03:26,373 --> 00:03:28,992 +and monitor utilization with nvidia-smi. 46 -00:03:55,548 --> 00:03:59,953 -Use Slurm accounting to inspect maximum resident memory after representative jobs. +00:03:28,992 --> 00:03:35,801 +Low utilization may indicate tiny batches, CPU preprocessing, slow data loading, insufficient parallelism, 47 -00:03:59,953 --> 00:04:05,159 -Some tools scale memory with threads or input size, so record the relationship. +00:03:35,801 --> 00:03:37,896 +or frequent host-to-device transfers. 48 -00:04:05,159 --> 00:04:11,165 -A memory leak shows steadily rising use; a normal workload often rises to a plateau. +00:03:37,896 --> 00:03:46,276 +GPUs are scarce shared resources, so release them when the GPU portion is complete rather than 49 -00:04:11,165 --> 00:04:12,976 -Disk space is capacity. +00:03:46,276 --> 00:03:49,418 +reserving one during long CPU-only stages. 50 -00:04:12,976 --> 00:04:15,691 -Input-output performance describes how data moves. +00:03:49,418 --> 00:03:54,958 +RAM holds the active working set: data structures, indices, buffers, and program state. 51 -00:04:15,691 --> 00:04:21,575 -Four useful dimensions are throughput, latency, input-output operations per second, and metadata rate. +00:03:54,958 --> 00:04:00,497 +If a job exceeds its Slurm memory allocation, the job may be terminated. 52 -00:04:21,575 --> 00:04:27,006 -Throughput matters for large sequential reads such as scanning a compressed FASTQ. +00:04:00,497 --> 00:04:07,314 +If the operating system begins swapping, performance can collapse because disk is far slower than RAM. 53 -00:04:27,006 --> 00:04:31,079 -Latency matters when a program waits for individual operations. +00:04:07,314 --> 00:04:13,280 +Requesting far more memory than needed can delay scheduling and reduce capacity for everyone. 54 -00:04:31,079 --> 00:04:34,700 -IOPS matters for many small reads and writes. +00:04:13,280 --> 00:04:17,967 +Use Slurm accounting to inspect maximum resident memory after representative jobs. 55 -00:04:34,700 --> 00:04:41,941 -Metadata rate matters when listing directories, checking file existence, opening files, or creating thousands of paths. +00:04:17,967 --> 00:04:23,506 +Some tools scale memory with threads or input size, so record the relationship. 56 -00:04:41,941 --> 00:04:50,088 -Network storage is designed for shared durable data, but it cannot provide local-disk behavior to every job simultaneously. +00:04:23,506 --> 00:04:29,898 +A memory leak shows steadily rising use; a normal workload often rises to a plateau. 57 -00:04:50,088 --> 00:04:53,708 -Match the access pattern to the storage tier. +00:04:29,898 --> 00:04:31,837 +Disk space is capacity. 58 -00:04:53,708 --> 00:04:57,308 -Streaming input-output reads or writes long contiguous sequences. +00:04:31,837 --> 00:04:34,745 +Input-output performance describes how data moves. 59 -00:04:57,308 --> 00:05:02,707 -This lets storage, operating-system caches, compression libraries, and network protocols work efficiently. +00:04:34,745 --> 00:04:41,046 +Four useful dimensions are throughput, latency, input-output operations per second, and metadata rate. 60 -00:05:02,707 --> 00:05:09,907 -Random input-output jumps among many positions or files and repeatedly pays seek, latency, and metadata costs. +00:04:41,046 --> 00:04:46,863 +Throughput matters for large sequential reads such as scanning a compressed FASTQ. 61 -00:05:09,907 --> 00:05:18,456 -Indexed BAM and VCF access can be appropriate when querying a small genomic interval, but repeatedly issuing tiny queries +00:04:46,863 --> 00:04:51,226 +Latency matters when a program waits for individual operations. 62 -00:05:18,456 --> 00:05:23,405 -across the entire genome can be slower than one sequential pass. +00:04:51,226 --> 00:04:55,104 +IOPS matters for many small reads and writes. 63 -00:05:23,405 --> 00:05:29,704 -Against network storage, avoid database-like random write patterns and large collections of temporary shards. +00:04:55,104 --> 00:05:02,859 +Metadata rate matters when listing directories, checking file existence, opening files, or creating thousands of paths. 64 -00:05:29,704 --> 00:05:36,454 -Stage active files to node-local disk, process them there, and return only the required outputs. +00:05:02,859 --> 00:05:10,615 +Network storage is designed for shared durable data, but it cannot provide local-disk behavior to every 65 -00:05:36,454 --> 00:05:43,381 -A directory with hundreds of thousands of files can make listing, tab completion, backups, workflow discovery, +00:05:10,615 --> 00:05:11,584 +job simultaneously. 66 -00:05:43,381 --> 00:05:45,113 -and deletion painfully slow. +00:05:11,584 --> 00:05:15,462 +Match the access pattern to the storage tier. 67 -00:05:45,113 --> 00:05:49,442 -Small files also waste storage blocks and require metadata operations. +00:05:15,462 --> 00:05:19,263 +Streaming input-output reads or writes long contiguous sequences. 68 -00:05:49,442 --> 00:05:54,638 -Many bioinformatics tools create temporary fragments, per-read outputs, or tiny environment files. +00:05:19,263 --> 00:05:24,964 +This lets storage, operating-system caches, compression libraries, and network protocols work efficiently. 69 -00:05:54,638 --> 00:06:02,431 -Prefer a reasonable directory hierarchy, one result bundle per sample or batch, and archive cold collections when appropriate. +00:05:24,964 --> 00:05:32,565 +Random input-output jumps among many positions or files and repeatedly pays seek, latency, and metadata costs. 70 -00:06:02,431 --> 00:06:10,657 -Do not use tar archives as a substitute for formats that need random indexed access, but do use structured +00:05:32,565 --> 00:05:39,216 +Indexed BAM and VCF access can be appropriate when querying a small genomic interval, 71 -00:06:10,657 --> 00:06:15,419 -containers or archives for collections that are transferred and consumed together. +00:05:39,216 --> 00:05:46,818 +but repeatedly issuing tiny queries across the entire genome can be slower than one sequential pass. 72 -00:06:15,419 --> 00:06:20,182 -Clean temporary files through workflow rules instead of leaving them indefinitely. +00:05:46,818 --> 00:05:53,469 +Against network storage, avoid database-like random write patterns and large collections of temporary shards. 73 -00:06:20,182 --> 00:06:22,297 -Biomedical data is often compressible. +00:05:53,469 --> 00:06:00,595 +Stage active files to node-local disk, process them there, and return only the required outputs. 74 -00:06:22,297 --> 00:06:25,258 -FASTQ is commonly stored as gzip-compressed FASTQ. +00:06:00,595 --> 00:06:06,464 +A directory with hundreds of thousands of files can make listing, tab completion, 75 -00:06:25,258 --> 00:06:28,642 -VCF can use block gzip with an index. +00:06:06,464 --> 00:06:09,625 +backups, workflow discovery, and deletion painfully slow. 76 -00:06:28,642 --> 00:06:32,026 -BAM and CRAM are compressed binary alignment formats. +00:06:09,625 --> 00:06:14,140 +Small files also waste storage blocks and require metadata operations. 77 -00:06:32,026 --> 00:06:38,795 -Keeping files compressed reduces bytes transferred and stored, which often saves more time than decompression costs. +00:06:14,140 --> 00:06:19,557 +Many bioinformatics tools create temporary fragments, per-read outputs, or tiny environment files. 78 -00:06:38,795 --> 00:06:45,140 -Avoid repeatedly expanding a file to network storage merely because one command expects a path. +00:06:19,557 --> 00:06:24,975 +Prefer a reasonable directory hierarchy, one result bundle per sample or batch, 79 -00:06:45,140 --> 00:06:51,909 -Many tools read compressed input directly, and Unix pipes can stream decompressed data between compatible tools. +00:06:24,975 --> 00:06:27,684 +and archive cold collections when appropriate. 80 -00:06:51,909 --> 00:06:57,831 -Confirm that the chosen compression is splittable or indexable when parallel access is required. +00:06:27,684 --> 00:06:34,456 +Do not use tar archives as a substitute for formats that need random indexed access, 81 -00:06:57,831 --> 00:07:03,331 -Keep the original compressed source and generate only formats needed for downstream analysis. +00:06:34,456 --> 00:06:41,229 +but do use structured containers or archives for collections that are transferred and consumed together. 82 -00:07:03,331 --> 00:07:07,232 -Node-local scratch is temporary storage attached to the compute node. +00:06:41,229 --> 00:06:46,195 +Clean temporary files through workflow rules instead of leaving them indefinitely. 83 -00:07:07,232 --> 00:07:13,083 -It provides lower latency and avoids making shared storage handle every temporary read and write. +00:06:46,195 --> 00:06:48,406 +Biomedical data is often compressible. 84 -00:07:13,083 --> 00:07:17,765 -Snakemake can expose the job temporary directory through the standard tmpdir resource. +00:06:48,406 --> 00:06:51,502 +FASTQ is commonly stored as gzip-compressed FASTQ. 85 -00:07:17,765 --> 00:07:24,396 -Shadow rules can execute in an isolated directory, with modes that link or copy the required inputs. +00:06:51,502 --> 00:06:55,040 +VCF can use block gzip with an index. 86 -00:07:24,396 --> 00:07:31,809 -For tools that perform random access or create many temporary files, use an RCC-tested pattern: copy the required inputs +00:06:55,040 --> 00:06:58,578 +BAM and CRAM are compressed binary alignment formats. 87 -00:07:31,809 --> 00:07:38,050 -to local scratch, run the command there, validate the output, and copy only final results back. +00:06:58,578 --> 00:07:05,655 +Keeping files compressed reduces bytes transferred and stored, which often saves more time than decompression costs. 88 -00:07:38,050 --> 00:07:43,122 -Scratch is temporary, so the workflow must not treat it as durable storage. +00:07:05,655 --> 00:07:12,289 +Avoid repeatedly expanding a file to network storage merely because one command expects a path. 89 -00:07:43,122 --> 00:07:44,842 -Use Slurm accounting first. +00:07:12,289 --> 00:07:19,365 +Many tools read compressed input directly, and Unix pipes can stream decompressed data between compatible tools. 90 -00:07:44,842 --> 00:07:51,721 -S acct shows job state, elapsed time, allocated CPUs, and fields such as maximum resident memory. +00:07:19,365 --> 00:07:25,557 +Confirm that the chosen compression is splittable or indexable when parallel access is required. 91 -00:07:51,721 --> 00:07:55,161 -S stat reports live statistics for running jobs. +00:07:25,557 --> 00:07:31,306 +Keep the original compressed source and generate only formats needed for downstream analysis. 92 -00:07:55,161 --> 00:08:03,330 -Inside an allocation, time measures elapsed and CPU time, top or h top shows processes, and tools such as +00:07:31,306 --> 00:07:35,394 +Node-local scratch is temporary storage attached to the compute node. 93 -00:08:03,330 --> 00:08:10,210 -pidstat, vmstat, iostat, or dstat can reveal CPU wait, memory pressure, and storage activity when available. +00:07:35,394 --> 00:07:41,527 +It provides lower latency and avoids making shared storage handle every temporary read and write. 94 -00:08:10,210 --> 00:08:16,230 -N v i d i a s m i reports GPU utilization and memory. +00:07:41,527 --> 00:07:46,432 +Snakemake can expose the job temporary directory through the standard tmpdir resource. 95 -00:08:16,230 --> 00:08:19,669 -Snakemake benchmark files connect measurements to specific rules. +00:07:46,432 --> 00:07:52,973 +Shadow rules can execute in an isolated directory, with modes that link or copy the required 96 -00:08:19,669 --> 00:08:27,409 -Interpret metrics together: low CPU plus high I/O wait suggests storage; full memory and rising swap suggests RAM; +00:07:52,973 --> 00:07:53,382 +inputs. 97 -00:08:27,409 --> 00:08:32,139 -low GPU utilization with busy CPUs suggests preprocessing or data loading. +00:07:53,382 --> 00:07:59,514 +For tools that perform random access or create many temporary files, use an RCC-tested pattern: 98 -00:08:32,139 --> 00:08:34,623 -A symptom is not a diagnosis. +00:07:59,514 --> 00:08:05,238 +copy the required inputs to local scratch, run the command there, validate the output, 99 -00:08:34,623 --> 00:08:41,247 -Low CPU efficiency may be caused by input-output wait, serial code, thread oversubscription, or frequent synchronization. +00:08:05,238 --> 00:08:07,690 +and copy only final results back. 100 -00:08:41,247 --> 00:08:48,699 -A job killed for memory needs either a larger allocation or a method that reduces the working set. +00:08:07,690 --> 00:08:13,005 +Scratch is temporary, so the workflow must not treat it as durable storage. 101 -00:08:48,699 --> 00:08:54,909 -A GPU at ten percent utilization may be waiting on CPU preprocessing or tiny batches. +00:08:13,005 --> 00:08:14,852 +Use Slurm accounting first. 102 -00:08:54,909 --> 00:08:59,877 -A workflow that pauses while discovering files may have a metadata problem. +00:08:14,852 --> 00:08:22,241 +S acct shows job state, elapsed time, allocated CPUs, and fields such as maximum resident memory. 103 -00:08:59,877 --> 00:09:06,087 -Build a small representative benchmark, change one factor, and compare elapsed time and resource efficiency. +00:08:22,241 --> 00:08:25,936 +S stat reports live statistics for running jobs. 104 -00:09:06,087 --> 00:09:13,125 -Stop when performance is adequate and fair; optimization also has engineering cost and can introduce scientific errors. +00:08:25,936 --> 00:08:32,863 +Inside an allocation, time measures elapsed and CPU time, top or h top shows processes, 105 -00:09:13,125 --> 00:09:15,412 -The operating rules are straightforward. +00:08:32,863 --> 00:08:38,866 +and tools such as pidstat, vmstat, iostat, or dstat can reveal CPU wait, 106 -00:09:15,412 --> 00:09:16,785 -Measure before scaling. +00:08:38,866 --> 00:08:42,099 +memory pressure, and storage activity when available. 107 -00:09:16,785 --> 00:09:19,988 -Match Slurm requests to the software configuration. +00:08:42,099 --> 00:08:48,564 +N v i d i a s m i reports GPU utilization and memory. 108 -00:09:19,988 --> 00:09:22,733 -Keep source data compressed where possible. +00:08:48,564 --> 00:08:52,259 +Snakemake benchmark files connect measurements to specific rules. 109 -00:09:22,733 --> 00:09:24,563 -Prefer sequential streaming access. +00:08:52,259 --> 00:08:59,648 +Interpret metrics together: low CPU plus high I/O wait suggests storage; full memory and rising swap 110 -00:09:24,563 --> 00:09:27,765 -Avoid random temporary input-output on network storage. +00:08:59,648 --> 00:09:05,651 +suggests RAM; low GPU utilization with busy CPUs suggests preprocessing or data loading. 111 -00:09:27,765 --> 00:09:32,798 -Stage active files to node-local scratch through a tested Snakemake pattern. +00:09:05,651 --> 00:09:08,262 +A symptom is not a diagnosis. 112 -00:09:32,798 --> 00:09:35,086 -Reduce small-file and directory counts. +00:09:08,262 --> 00:09:15,222 +Low CPU efficiency may be caused by input-output wait, serial code, thread oversubscription, or frequent synchronization. 113 -00:09:35,086 --> 00:09:38,746 -Preserve only necessary outputs and clean temporary files. +00:09:15,222 --> 00:09:22,183 +A job killed for memory needs either a larger allocation or a method that reduces the 114 -00:09:38,746 --> 00:09:44,694 -Use Slurm accounting, Snakemake benchmarks, and operating-system tools to identify the actual bottleneck. +00:09:22,183 --> 00:09:23,053 +working set. 115 -00:09:44,694 --> 00:09:48,354 -Above all, perform a pilot at realistic scale. +00:09:23,053 --> 00:09:29,579 +A GPU at ten percent utilization may be waiting on CPU preprocessing or tiny batches. 116 -00:09:48,354 --> 00:09:57,047 -An inefficient workflow multiplied across thousands of samples can turn hours into months and degrade the shared service for +00:09:29,579 --> 00:09:34,799 +A workflow that pauses while discovering files may have a metadata problem. 117 -00:09:57,047 --> 00:09:57,505 -colleagues. +00:09:34,799 --> 00:09:41,325 +Build a small representative benchmark, change one factor, and compare elapsed time and resource efficiency. + +118 +00:09:41,325 --> 00:09:48,285 +Stop when performance is adequate and fair; optimization also has engineering cost and can introduce scientific + +119 +00:09:48,285 --> 00:09:48,720 +errors. + +120 +00:09:48,720 --> 00:09:51,129 +The operating rules are straightforward. + +121 +00:09:51,129 --> 00:09:52,574 +Measure before scaling. + +122 +00:09:52,574 --> 00:09:55,945 +Match Slurm requests to the software configuration. + +123 +00:09:55,945 --> 00:09:58,835 +Keep source data compressed where possible. + +124 +00:09:58,835 --> 00:10:00,762 +Prefer sequential streaming access. + +125 +00:10:00,762 --> 00:10:04,133 +Avoid random temporary input-output on network storage. + +126 +00:10:04,133 --> 00:10:09,432 +Stage active files to node-local scratch through a tested Snakemake pattern. + +127 +00:10:09,432 --> 00:10:11,840 +Reduce small-file and directory counts. + +128 +00:10:11,840 --> 00:10:15,693 +Preserve only necessary outputs and clean temporary files. + +129 +00:10:15,693 --> 00:10:21,955 +Use Slurm accounting, Snakemake benchmarks, and operating-system tools to identify the actual bottleneck. + +130 +00:10:21,955 --> 00:10:25,808 +Above all, perform a pilot at realistic scale. + +131 +00:10:25,808 --> 00:10:33,514 +An inefficient workflow multiplied across thousands of samples can turn hours into months and degrade the + +132 +00:10:33,514 --> 00:10:35,441 +shared service for colleagues. diff --git a/captions/RCC_Onboarding_Part_4_Captions.srt b/captions/RCC_Onboarding_Part_4_Captions.srt index df20940..51258eb 100644 --- a/captions/RCC_Onboarding_Part_4_Captions.srt +++ b/captions/RCC_Onboarding_Part_4_Captions.srt @@ -1,420 +1,456 @@ 1 -00:00:00,000 --> 00:00:02,478 +00:00:00,000 --> 00:00:02,539 Part Four introduces containers using Apptainer. 2 -00:00:02,478 --> 00:00:07,021 +00:00:02,539 --> 00:00:07,193 Containers package an application and its libraries into a portable image. 3 -00:00:07,021 --> 00:00:14,043 -On RCC, the operational reason is especially important: a large Conda environment contains thousands of small files. +00:00:07,193 --> 00:00:13,963 +On RCC, the operational reason is especially important: a large Conda environment contains thousands of small 4 -00:00:14,043 --> 00:00:21,890 -If those files are repeatedly opened from network storage by many jobs, metadata and random input-output can dominate runtime. +00:00:13,963 --> 00:00:14,387 +files. 5 -00:00:21,890 --> 00:00:29,738 -A read-only Apptainer S I F image consolidates that software stack into one managed artifact and is suitable for +00:00:14,387 --> 00:00:19,464 +If those files are repeatedly opened from network storage by many jobs, 6 -00:00:29,738 --> 00:00:30,977 -shared high-performance computing. +00:00:19,464 --> 00:00:22,426 +metadata and random input-output can dominate runtime. 7 -00:00:30,977 --> 00:00:38,824 -We will distinguish the image from project data, explain cache and temporary storage, cover bind mounts and GPU access, +00:00:22,426 --> 00:00:29,196 +A read-only Apptainer S I F image consolidates that software stack into one managed artifact and 8 -00:00:38,824 --> 00:00:42,955 -and show how Snakemake associates a container with a rule. +00:00:29,196 --> 00:00:31,735 +is suitable for shared high-performance computing. 9 -00:00:42,955 --> 00:00:49,786 -A Conda environment can contain tens of thousands of files: Python modules, shared libraries, metadata records, +00:00:31,735 --> 00:00:37,236 +We will distinguish the image from project data, explain cache and temporary storage, 10 -00:00:49,786 --> 00:00:51,494 -executables, and package caches. +00:00:37,236 --> 00:00:44,006 +cover bind mounts and GPU access, and show how Snakemake associates a container with a rule. 11 -00:00:51,494 --> 00:00:58,325 -Starting a command may trigger many opens, stats, library searches, and imports before useful computation begins. +00:00:44,006 --> 00:00:49,432 +A Conda environment can contain tens of thousands of files: Python modules, 12 -00:00:58,325 --> 00:01:01,741 -On local solid-state storage this may be acceptable. +00:00:49,432 --> 00:00:53,049 +shared libraries, metadata records, executables, and package caches. 13 -00:01:01,741 --> 00:01:08,572 -On shared network storage, hundreds of simultaneous jobs can turn environment startup into a metadata bottleneck. +00:00:53,049 --> 00:01:00,284 +Starting a command may trigger many opens, stats, library searches, and imports before useful computation begins. 14 -00:01:08,572 --> 00:01:14,549 -The result may look like slow software even though the CPU is mostly waiting. +00:01:00,284 --> 00:01:03,901 +On local solid-state storage this may be acceptable. 15 -00:01:14,549 --> 00:01:22,662 -Containers address this by packaging the software stack into a smaller number of image artifacts and by making the +00:01:03,901 --> 00:01:11,135 +On shared network storage, hundreds of simultaneous jobs can turn environment startup into a metadata bottleneck. 16 -00:01:22,662 --> 00:01:24,369 -environment immutable and reproducible. +00:01:11,135 --> 00:01:17,465 +The result may look like slow software even though the CPU is mostly waiting. 17 -00:01:24,369 --> 00:01:28,662 -A container image packages user-space software, libraries, and selected configuration. +00:01:17,465 --> 00:01:24,700 +Containers address this by packaging the software stack into a smaller number of image artifacts and 18 -00:01:28,662 --> 00:01:35,101 -It does not include a separate hardware machine and normally shares the host Linux kernel. +00:01:24,700 --> 00:01:27,865 +by making the environment immutable and reproducible. 19 -00:01:35,101 --> 00:01:43,258 -Apptainer is designed for multi-user high-performance computing and runs processes with the user identity rather than a privileged daemon +00:01:27,865 --> 00:01:32,446 +A container image packages user-space software, libraries, and selected configuration. 20 -00:01:43,258 --> 00:01:43,687 -model. +00:01:32,446 --> 00:01:39,317 +It does not include a separate hardware machine and normally shares the host Linux kernel. 21 -00:01:43,687 --> 00:01:50,126 -The image is not the correct place for active project data, credentials, or patient information. +00:01:39,317 --> 00:01:46,647 +Apptainer is designed for multi-user high-performance computing and runs processes with the user identity rather than 22 -00:01:50,126 --> 00:01:56,995 -Project inputs and outputs remain in approved storage and are made visible through explicit bind mounts. +00:01:46,647 --> 00:01:48,480 +a privileged daemon model. 23 -00:01:56,995 --> 00:02:04,293 -Containers improve reproducibility of software, but they do not validate algorithms, reference data, parameters, or scientific interpretation. +00:01:48,480 --> 00:01:55,351 +The image is not the correct place for active project data, credentials, or patient information. 24 -00:02:04,293 --> 00:02:08,387 -Apptainer commonly uses the Singularity Image Format, or S I F. +00:01:55,351 --> 00:02:02,681 +Project inputs and outputs remain in approved storage and are made visible through explicit bind mounts. 25 -00:02:08,387 --> 00:02:13,226 -A SIF image can contain a compressed read-only filesystem plus metadata and signatures. +00:02:02,681 --> 00:02:08,637 +Containers improve reproducibility of software, but they do not validate algorithms, reference data, 26 -00:02:13,226 --> 00:02:19,181 -Read-only images reduce accidental drift: a job cannot silently install a different library into the image. +00:02:08,637 --> 00:02:10,469 +parameters, or scientific interpretation. 27 -00:02:19,181 --> 00:02:22,531 -The same image can be used by many jobs. +00:02:10,469 --> 00:02:14,898 +Apptainer commonly uses the Singularity Image Format, or S I F. 28 -00:02:22,531 --> 00:02:26,998 -Record the image source, digest or checksum, creation recipe, and validation status. +00:02:14,898 --> 00:02:20,132 +A SIF image can contain a compressed read-only filesystem plus metadata and signatures. 29 -00:02:26,998 --> 00:02:31,093 -Do not rely only on a floating tag such as latest. +00:02:20,132 --> 00:02:26,573 +Read-only images reduce accidental drift: a job cannot silently install a different library into the image. 30 -00:02:31,093 --> 00:02:38,165 -A container is a versioned research dependency and should be managed with the same care as a reference genome +00:02:26,573 --> 00:02:30,197 +The same image can be used by many jobs. 31 -00:02:38,165 --> 00:02:39,282 -or analysis script. +00:02:30,197 --> 00:02:35,028 +Record the image source, digest or checksum, creation recipe, and validation status. 32 -00:02:39,282 --> 00:02:41,888 -Container workflows involve several storage locations. +00:02:35,028 --> 00:02:39,456 +Do not rely only on a floating tag such as latest. 33 -00:02:41,888 --> 00:02:45,799 -The SIF image is a durable, versioned software artifact. +00:02:39,456 --> 00:02:45,898 +A container is a versioned research dependency and should be managed with the same care as 34 -00:02:45,799 --> 00:02:54,053 -The Apptainer cache stores downloaded layers and should use an RCC-approved path; uncontrolled caches on a shared home directory +00:02:45,898 --> 00:02:48,314 +a reference genome or analysis script. 35 -00:02:54,053 --> 00:02:57,095 -can consume space and create metadata traffic. +00:02:48,314 --> 00:02:50,992 +Container workflows involve several storage locations. 36 -00:02:57,095 --> 00:03:01,874 -Temporary build or extraction space should use local scratch when possible. +00:02:50,992 --> 00:02:55,009 +The SIF image is a durable, versioned software artifact. 37 -00:03:01,874 --> 00:03:07,522 -Project data remains in approved shared storage and is bound into the container. +00:02:55,009 --> 00:03:00,366 +The Apptainer cache stores downloaded layers and should use an RCC-approved path; 38 -00:03:07,522 --> 00:03:14,473 -Distinguishing these locations prevents accidental data loss and avoids turning network storage into a scratch disk. +00:03:00,366 --> 00:03:06,616 +uncontrolled caches on a shared home directory can consume space and create metadata traffic. 39 -00:03:14,473 --> 00:03:21,425 -The RCC should publish standard environment variables and paths for image stores, caches, and temporary directories. +00:03:06,616 --> 00:03:11,526 +Temporary build or extraction space should use local scratch when possible. 40 -00:03:21,425 --> 00:03:26,885 -Only run images from trusted sources or images built from reviewed definitions. +00:03:11,526 --> 00:03:17,329 +Project data remains in approved shared storage and is bound into the container. 41 -00:03:26,885 --> 00:03:29,616 -Prefer immutable digests over floating tags. +00:03:17,329 --> 00:03:24,471 +Distinguishing these locations prevents accidental data loss and avoids turning network storage into a scratch disk. 42 -00:03:29,616 --> 00:03:35,532 -Calculate and record a checksum for a SIF image when it is transferred. +00:03:24,471 --> 00:03:31,613 +The RCC should publish standard environment variables and paths for image stores, caches, and temporary directories. 43 -00:03:35,532 --> 00:03:37,807 -Inspect image metadata and labels. +00:03:31,613 --> 00:03:37,314 +Only run images from trusted sources or images built from reviewed definitions. 44 -00:03:37,807 --> 00:03:43,268 -Record the base image, installed package versions, build date, and definition file. +00:03:37,314 --> 00:03:40,165 +Prefer immutable digests over floating tags. 45 -00:03:43,268 --> 00:03:46,909 -Scan or review images according to institutional policy. +00:03:40,165 --> 00:03:46,341 +Calculate and record a checksum for a SIF image when it is transferred. 46 -00:03:46,909 --> 00:03:51,914 -Most importantly, validate the scientific behavior with synthetic and reference data. +00:03:46,341 --> 00:03:48,717 +Inspect image metadata and labels. 47 -00:03:51,914 --> 00:03:59,196 -A correctly signed image can still contain an unsuitable algorithm, outdated database, or incorrect default parameter. +00:03:48,717 --> 00:03:54,418 +Record the base image, installed package versions, build date, and definition file. 48 -00:03:59,196 --> 00:04:03,746 -Trust has both a software-supply-chain component and a scientific-validation component. +00:03:54,418 --> 00:03:58,218 +Scan or review images according to institutional policy. 49 -00:04:03,746 --> 00:04:07,098 -Apptainer exec runs a command inside an image. +00:03:58,218 --> 00:04:03,444 +Most importantly, validate the scientific behavior with synthetic and reference data. 50 -00:04:07,098 --> 00:04:11,706 -Start with a harmless version check, then a small synthetic test. +00:04:03,444 --> 00:04:11,046 +A correctly signed image can still contain an unsuitable algorithm, outdated database, or incorrect default parameter. 51 -00:04:11,706 --> 00:04:17,571 -The clean environment option reduces accidental inheritance of host variables that could change behavior. +00:04:11,046 --> 00:04:15,797 +Trust has both a software-supply-chain component and a scientific-validation component. 52 -00:04:17,571 --> 00:04:22,598 -The contain-all or site-recommended isolation options may be appropriate depending on policy. +00:04:15,797 --> 00:04:19,308 +Apptainer exec runs a command inside an image. 53 -00:04:22,598 --> 00:04:25,949 -Record the full command in the workflow log. +00:04:19,308 --> 00:04:24,137 +Start with a harmless version check, then a small synthetic test. 54 -00:04:25,949 --> 00:04:32,652 -Avoid interactive changes inside writable sandboxes for production work because those changes are difficult to reproduce. +00:04:24,137 --> 00:04:30,282 +The clean environment option reduces accidental inheritance of host variables that could change behavior. 55 -00:04:32,652 --> 00:04:40,611 -If a command depends on locale, threads, temporary paths, or license variables, declare them explicitly and document why they +00:04:30,282 --> 00:04:35,549 +The contain-all or site-recommended isolation options may be appropriate depending on policy. 56 -00:04:40,611 --> 00:04:41,449 -are needed. +00:04:35,549 --> 00:04:39,061 +Record the full command in the workflow log. 57 -00:04:41,449 --> 00:04:47,793 -A bind mount makes a host path visible at a chosen path inside the container. +00:04:39,061 --> 00:04:46,084 +Avoid interactive changes inside writable sandboxes for production work because those changes are difficult to reproduce. 58 -00:04:47,793 --> 00:04:50,331 -Bind source data read-only whenever possible. +00:04:46,084 --> 00:04:51,351 +If a command depends on locale, threads, temporary paths, or license variables, 59 -00:04:50,331 --> 00:04:52,869 -Bind a dedicated result directory read-write. +00:04:51,351 --> 00:04:55,302 +declare them explicitly and document why they are needed. 60 -00:04:52,869 --> 00:04:55,407 -Bind node-local scratch for temporary work. +00:04:55,302 --> 00:05:01,804 +A bind mount makes a host path visible at a chosen path inside the container. 61 -00:04:55,407 --> 00:05:03,443 -Avoid binding your entire home directory merely for convenience, because that makes hidden configuration and credentials visible and reduces +00:05:01,804 --> 00:05:04,405 +Bind source data read-only whenever possible. 62 -00:05:03,443 --> 00:05:03,866 -reproducibility. +00:05:04,405 --> 00:05:07,006 +Bind a dedicated result directory read-write. 63 -00:05:03,866 --> 00:05:11,902 -Use stable internal paths such as slash data, slash results, and slash tmp so the command is independent of +00:05:07,006 --> 00:05:09,606 +Bind node-local scratch for temporary work. 64 -00:05:11,902 --> 00:05:13,593 -the host project layout. +00:05:09,606 --> 00:05:16,542 +Avoid binding your entire home directory merely for convenience, because that makes hidden configuration and credentials 65 -00:05:13,593 --> 00:05:17,400 -Verify ownership and permissions before starting thousands of jobs. +00:05:16,542 --> 00:05:18,276 +visible and reduces reproducibility. 66 -00:05:17,400 --> 00:05:21,219 -A container does not make random network input-output fast. +00:05:18,276 --> 00:05:25,212 +Use stable internal paths such as slash data, slash results, and slash tmp so the command 67 -00:05:21,219 --> 00:05:29,282 -The executable may be packaged efficiently, but inputs, outputs, caches, and temporary files still follow the underlying storage behavior. +00:05:25,212 --> 00:05:28,246 +is independent of the host project layout. 68 -00:05:29,282 --> 00:05:31,828 -Keep compressed inputs compressed when supported. +00:05:28,246 --> 00:05:32,148 +Verify ownership and permissions before starting thousands of jobs. 69 -00:05:31,828 --> 00:05:37,344 -Stage files that require random access or many temporary writes to node-local scratch. +00:05:32,148 --> 00:05:36,108 +A container does not make random network input-output fast. 70 -00:05:37,344 --> 00:05:42,012 -Avoid writing package caches or application caches into the project directory. +00:05:36,108 --> 00:05:43,150 +The executable may be packaged efficiently, but inputs, outputs, caches, and temporary files still follow the 71 -00:05:42,012 --> 00:05:46,256 -Limit the number of tiny output files and organize directories. +00:05:43,150 --> 00:05:44,470 +underlying storage behavior. 72 -00:05:46,256 --> 00:05:53,470 -A container can even make performance worse if every job independently pulls an image from a registry. +00:05:44,470 --> 00:05:47,111 +Keep compressed inputs compressed when supported. 73 -00:05:53,470 --> 00:05:59,835 -Pre-stage approved images and use a shared read-only image location or an RCC-supported cache strategy. +00:05:47,111 --> 00:05:52,832 +Stage files that require random access or many temporary writes to node-local scratch. 74 -00:05:59,835 --> 00:06:07,556 -For a GPU job, request the GPU through Slurm and run Apptainer with the N V option so the +00:05:52,832 --> 00:05:57,673 +Avoid writing package caches or application caches into the project directory. 75 -00:06:07,556 --> 00:06:12,433 -relevant NVIDIA devices and host driver libraries are available inside the container. +00:05:57,673 --> 00:06:02,074 +Limit the number of tiny output files and organize directories. 76 -00:06:12,433 --> 00:06:20,154 -The image should contain compatible user-space frameworks such as CUDA-enabled PyTorch or TensorFlow, but it should not attempt to +00:06:02,074 --> 00:06:09,115 +A container can even make performance worse if every job independently pulls an image from a 77 -00:06:20,154 --> 00:06:22,186 -replace the host kernel driver. +00:06:09,115 --> 00:06:09,556 +registry. 78 -00:06:22,186 --> 00:06:29,094 -Test compatibility on a small allocation and use nvidia-smi both on the host allocation and, where appropriate, +00:06:09,556 --> 00:06:16,157 +Pre-stage approved images and use a shared read-only image location or an RCC-supported cache strategy. 79 -00:06:29,094 --> 00:06:30,313 -inside the container. +00:06:16,157 --> 00:06:22,836 +For a GPU job, request the GPU through Slurm and run Apptainer with the N V 80 -00:06:30,313 --> 00:06:34,377 -Record image digest, GPU type, driver, framework version, and command. +00:06:22,836 --> 00:06:29,098 +option so the relevant NVIDIA devices and host driver libraries are available inside the container. 81 -00:06:34,377 --> 00:06:40,066 -GPU access does not change the need to optimize data loading and batch size. +00:06:29,098 --> 00:06:34,525 +The image should contain compatible user-space frameworks such as CUDA-enabled PyTorch or TensorFlow, 82 -00:06:40,066 --> 00:06:46,912 -Snakemake can associate a container image with a rule and execute the workflow using the Apptainer deployment method. +00:06:34,525 --> 00:06:39,117 +but it should not attempt to replace the host kernel driver. 83 -00:06:46,912 --> 00:06:52,997 -This places the software dependency next to the declared inputs, outputs, threads, resources, log, and command. +00:06:39,117 --> 00:06:45,379 +Test compatibility on a small allocation and use nvidia-smi both on the host allocation and, 84 -00:06:52,997 --> 00:06:58,701 -Use an RCC-supported Apptainer prefix or image store so jobs do not repeatedly download images. +00:06:45,379 --> 00:06:47,466 +where appropriate, inside the container. 85 -00:06:58,701 --> 00:07:05,166 -The rule should still use tmpdir or a shadow pattern when the tool needs local temporary work. +00:06:47,466 --> 00:06:51,641 +Record image digest, GPU type, driver, framework version, and command. 86 -00:07:05,166 --> 00:07:10,490 -Pin the image to an immutable digest or version and record it in reports. +00:06:51,641 --> 00:06:57,485 +GPU access does not change the need to optimize data loading and batch size. 87 -00:07:10,490 --> 00:07:15,434 -Test both the workflow logic and the image before scaling to production data. +00:06:57,485 --> 00:07:03,800 +Snakemake can associate a container image with a rule and execute the workflow using the Apptainer 88 -00:07:15,434 --> 00:07:22,706 -A production image should be built from a version-controlled Apptainer definition file or an equivalent reviewed recipe. +00:07:03,800 --> 00:07:04,589 +deployment method. 89 -00:07:22,706 --> 00:07:29,122 -Build in an approved environment, because image construction may require privileges or a remote builder. +00:07:04,589 --> 00:07:10,904 +This places the software dependency next to the declared inputs, outputs, threads, resources, log, and command. 90 -00:07:29,122 --> 00:07:31,688 -Record base images and package versions. +00:07:10,904 --> 00:07:16,824 +Use an RCC-supported Apptainer prefix or image store so jobs do not repeatedly download images. 91 -00:07:31,688 --> 00:07:36,821 -Run automated smoke tests, workflow tests with synthetic data, and scientific validation. +00:07:16,824 --> 00:07:23,138 +The rule should still use tmpdir or a shadow pattern when the tool needs local temporary 92 -00:07:36,821 --> 00:07:44,093 -Publish the image to an approved registry or image store, record the digest, and make it read-only. +00:07:23,138 --> 00:07:23,533 +work. 93 -00:07:44,093 --> 00:07:48,370 -Rebuild through the recipe rather than modifying an existing image. +00:07:23,533 --> 00:07:29,058 +Pin the image to an immutable digest or version and record it in reports. 94 -00:07:48,370 --> 00:07:54,786 -Deprecate images that contain security problems or obsolete references, but preserve provenance for completed analyses. +00:07:29,058 --> 00:07:34,189 +Test both the workflow logic and the image before scaling to production data. 95 -00:07:54,786 --> 00:07:57,134 -The container rules are these. +00:07:34,189 --> 00:07:41,144 +A production image should be built from a version-controlled Apptainer definition file or an equivalent reviewed 96 -00:07:57,134 --> 00:07:59,481 -Use trusted, immutable SIF images. +00:07:41,144 --> 00:07:41,579 +recipe. 97 -00:07:59,481 --> 00:08:02,768 -Record source, digest, build recipe, and validation. +00:07:41,579 --> 00:07:48,099 +Build in an approved environment, because image construction may require privileges or a remote builder. 98 -00:08:02,768 --> 00:08:05,585 -Keep project data outside the image. +00:07:48,099 --> 00:07:50,708 +Record base images and package versions. 99 -00:08:05,585 --> 00:08:11,219 -Bind source data read-only, results deliberately, and temporary space to local scratch. +00:07:50,708 --> 00:07:55,924 +Run automated smoke tests, workflow tests with synthetic data, and scientific validation. 100 -00:08:11,219 --> 00:08:14,506 -Place caches and images in RCC-approved locations. +00:07:55,924 --> 00:08:01,575 +Publish the image to an approved registry or image store, record the digest, 101 -00:08:14,506 --> 00:08:17,323 -Use clean environments and explicit commands. +00:08:01,575 --> 00:08:03,314 +and make it read-only. 102 -00:08:17,323 --> 00:08:23,896 -Request GPUs through Slurm and use the Apptainer GPU option only for compatible images. +00:08:03,314 --> 00:08:07,661 +Rebuild through the recipe rather than modifying an existing image. 103 -00:08:23,896 --> 00:08:30,000 -In Snakemake, pin the container per rule or workflow and avoid repeated pulls. +00:08:07,661 --> 00:08:14,181 +Deprecate images that contain security problems or obsolete references, but preserve provenance for completed analyses. 104 -00:08:30,000 --> 00:08:37,512 -Remember that containers improve software reproducibility and startup I/O, but good data input-output patterns, performance measurement, +00:08:14,181 --> 00:08:16,686 +The container rules are these. 105 -00:08:37,512 --> 00:08:39,860 -and scientific validation remain essential. +00:08:16,686 --> 00:08:19,191 +Use trusted, immutable SIF images. + +106 +00:08:19,191 --> 00:08:22,697 +Record source, digest, build recipe, and validation. + +107 +00:08:22,697 --> 00:08:25,703 +Keep project data outside the image. + +108 +00:08:25,703 --> 00:08:31,714 +Bind source data read-only, results deliberately, and temporary space to local scratch. + +109 +00:08:31,714 --> 00:08:35,221 +Place caches and images in RCC-approved locations. + +110 +00:08:35,221 --> 00:08:38,227 +Use clean environments and explicit commands. + +111 +00:08:38,227 --> 00:08:45,240 +Request GPUs through Slurm and use the Apptainer GPU option only for compatible images. + +112 +00:08:45,240 --> 00:08:51,752 +In Snakemake, pin the container per rule or workflow and avoid repeated pulls. + +113 +00:08:51,752 --> 00:08:58,765 +Remember that containers improve software reproducibility and startup I/O, but good data input-output patterns, + +114 +00:08:58,765 --> 00:09:02,272 +performance measurement, and scientific validation remain essential. diff --git a/config/media-manifest.yml b/config/media-manifest.yml index 12f1be3..3eb0f62 100644 --- a/config/media-manifest.yml +++ b/config/media-manifest.yml @@ -1,39 +1,54 @@ publication: release_assets_or_institutional_media +video_build: + command: python3 build/build_videos.py + visual_source: committed_reviewed_frames + resolution: 1280x720 + video_codec: h264 + audio_codec: aac + voice: Daniel + locale: en_GB + rate_words_per_minute: 172 + audio_target_lufs: -16 + audio_true_peak_limit_db: -1.5 assets: -- class: 1 - original: RCC_Onboarding_Part_1_Video.mp4 - enhanced: RCC_Onboarding_Part_1_Video_Enhanced.mp4 - enhanced_sha256: d66e7d71bf0f800551be6ed1728b4a2a637aff779dfb2a897545c0c2de97c9d8 - video_stream_md5_original: 967a13c6a70c132f66c84e2fb71325d3 - video_stream_md5_enhanced: 967a13c6a70c132f66c84e2fb71325d3 - review_status: pending_human_av_review -- class: 2 - original: RCC_Onboarding_Part_2_Video.mp4 - enhanced: RCC_Onboarding_Part_2_Video_Enhanced.mp4 - enhanced_sha256: 723917f63c23607d6bd67e253f7f2d7c528e1011846828f4ec56eff510faa7c2 - video_stream_md5_original: ed0eb87a6ecef3bbda0e89597714b430 - video_stream_md5_enhanced: ed0eb87a6ecef3bbda0e89597714b430 - review_status: pending_human_av_review -- class: 3 - original: RCC_Onboarding_Part_3_Video.mp4 - enhanced: RCC_Onboarding_Part_3_Video_Enhanced.mp4 - enhanced_sha256: 81f0af76d3286a686a28292547edcfbe20ea4c4bfaeaecde3ff63a6c69f74db6 - video_stream_md5_original: 4113b1de2a5b0588a5c0ee22bf0f0627 - video_stream_md5_enhanced: 4113b1de2a5b0588a5c0ee22bf0f0627 - review_status: pending_human_av_review -- class: 4 - original: RCC_Onboarding_Part_4_Video.mp4 - enhanced: RCC_Onboarding_Part_4_Video_Enhanced.mp4 - enhanced_sha256: 23694bb926d74ed7088b296195f48f15d005f5ecf59a71d157b0e969d0489a26 - video_stream_md5_original: d572250e19cbe964a7911d422c68b994 - video_stream_md5_enhanced: d572250e19cbe964a7911d422c68b994 - review_status: pending_human_av_review -- class: 5 - narration: RCC_Onboarding_Class_5_Narration.md - video_status: narration_review - publication_target: youtube_or_institutional_media_at_rollout -- class: 6 - narration: RCC_Onboarding_Class_6_Narration.md - recording_brief: RCC_Onboarding_Class_6_Recording_Brief.md - video_status: expanded_narration_ready_for_novice_review - publication_target: youtube_or_institutional_media_at_rollout + - class: 1 + video: RCC_Onboarding_Part_1_Video_Enhanced.mp4 + duration_seconds: 486.225 + sha256: e7be9d0e98c5451dd381768a5c1687730f481ae7e5c8181dff801d61c5ba7c65 + captions: RCC_Onboarding_Part_1_Captions.srt + slides: RCC_Onboarding_Part_1.pptx + narration: RCC_Onboarding_Part_1_Narration.md + review_status: rendered_and_automated_qa_complete + - class: 2 + video: RCC_Onboarding_Part_2_Video_Enhanced.mp4 + duration_seconds: 517.300 + sha256: 8c2732222484bef0e0bef3aec01916c361a453652a445d324090ce520dbe486b + captions: RCC_Onboarding_Part_2_Captions.srt + slides: RCC_Onboarding_Part_2.pptx + narration: RCC_Onboarding_Part_2_Narration.md + review_status: rendered_and_automated_qa_complete + - class: 3 + video: RCC_Onboarding_Part_3_Video_Enhanced.mp4 + duration_seconds: 635.441 + sha256: 89c429f3ecdf04f0382814b4fc6b4266d39faf7813ffbf875a22e8eadd24af28 + captions: RCC_Onboarding_Part_3_Captions.srt + slides: RCC_Onboarding_Part_3.pptx + narration: RCC_Onboarding_Part_3_Narration.md + review_status: rendered_and_automated_qa_complete + - class: 4 + video: RCC_Onboarding_Part_4_Video_Enhanced.mp4 + duration_seconds: 542.272 + sha256: 3d12bfaaab28de47804958027d8fcc1dec84423368c44afa89d45a3f1c22a041 + captions: RCC_Onboarding_Part_4_Captions.srt + slides: RCC_Onboarding_Part_4.pptx + narration: RCC_Onboarding_Part_4_Narration.md + review_status: rendered_and_automated_qa_complete + - class: 5 + narration: RCC_Onboarding_Class_5_Narration.md + video_status: narration_review + publication_target: youtube_or_institutional_media_at_rollout + - class: 6 + narration: RCC_Onboarding_Class_6_Narration.md + recording_brief: RCC_Onboarding_Class_6_Recording_Brief.md + video_status: expanded_narration_ready_for_novice_review + publication_target: youtube_or_institutional_media_at_rollout diff --git a/docs/course/class-01-safe-access.md b/docs/course/class-01-safe-access.md index 13a78ac..dd518ce 100644 --- a/docs/course/class-01-safe-access.md +++ b/docs/course/class-01-safe-access.md @@ -1,5 +1,15 @@ # Class 1: safe access to RCC +## Watch this class + + + +[Captions](../../downloads/captions/RCC_Onboarding_Part_1_Captions.srt) · +[slides](../../downloads/slides/RCC_Onboarding_Part_1.pptx) · +[narration transcript](../../downloads/narration/RCC_Onboarding_Part_1_Narration.md) + ## Learning objectives By the end of this class you can: diff --git a/docs/course/class-02-workflows.md b/docs/course/class-02-workflows.md index 3260eaf..eb94b83 100644 --- a/docs/course/class-02-workflows.md +++ b/docs/course/class-02-workflows.md @@ -1,5 +1,15 @@ # Class 2: reproducible scientific workflows +## Watch this class + + + +[Captions](../../downloads/captions/RCC_Onboarding_Part_2_Captions.srt) · +[slides](../../downloads/slides/RCC_Onboarding_Part_2.pptx) · +[narration transcript](../../downloads/narration/RCC_Onboarding_Part_2_Narration.md) + ## Learning objectives You will create a project that separates raw data, workflow definitions, software declarations, logs, benchmarks and generated results. diff --git a/docs/course/class-03-performance.md b/docs/course/class-03-performance.md index 341cbc8..5b6ff81 100644 --- a/docs/course/class-03-performance.md +++ b/docs/course/class-03-performance.md @@ -1,5 +1,15 @@ # Class 3: performance and efficient I/O +## Watch this class + + + +[Captions](../../downloads/captions/RCC_Onboarding_Part_3_Captions.srt) · +[slides](../../downloads/slides/RCC_Onboarding_Part_3.pptx) · +[narration transcript](../../downloads/narration/RCC_Onboarding_Part_3_Narration.md) + ## Learning objectives You will distinguish CPU, GPU, memory, storage capacity, throughput, latency, IOPS and metadata operations, then select a resource request based on measurement rather than guesswork. diff --git a/docs/course/class-04-containers.md b/docs/course/class-04-containers.md index 3aa18e9..4df97aa 100644 --- a/docs/course/class-04-containers.md +++ b/docs/course/class-04-containers.md @@ -1,5 +1,15 @@ # Class 4: containers with Apptainer +## Watch this class + + + +[Captions](../../downloads/captions/RCC_Onboarding_Part_4_Captions.srt) · +[slides](../../downloads/slides/RCC_Onboarding_Part_4.pptx) · +[narration transcript](../../downloads/narration/RCC_Onboarding_Part_4_Narration.md) + ## Learning objectives You will run a pinned, read-only Apptainer image through Slurm and understand how images, caches, temporary directories and bind mounts interact with shared storage. diff --git a/docs/media/index.md b/docs/media/index.md index 177c290..c4085b2 100644 --- a/docs/media/index.md +++ b/docs/media/index.md @@ -1,41 +1,61 @@ -# Training videos and narration +# Training videos, slides, and narration -The original four slide-based videos are preserved. Remastered versions improve speech consistency using equalization, light compression, de-essing and EBU R128 loudness normalization while leaving the video stream unchanged. +The first four numbered classes include slide-based videos with natural +British-English narration. Speech is paced for technical learning, mastered to +a consistent loudness target, and accompanied by downloadable captions and a +plain-text transcript. The same videos are embedded at the start of Classes +1–4 so learners can watch them in context. -## Class 1 +## Class 1: safe access to RCC - + -[Download captions](../downloads/captions/RCC_Onboarding_Part_1_Captions.srt) +[Captions](../downloads/captions/RCC_Onboarding_Part_1_Captions.srt) · +[slides](../downloads/slides/RCC_Onboarding_Part_1.pptx) · +[narration transcript](../downloads/narration/RCC_Onboarding_Part_1_Narration.md) -## Class 2 +## Class 2: reproducible scientific workflows - + -[Download captions](../downloads/captions/RCC_Onboarding_Part_2_Captions.srt) +[Captions](../downloads/captions/RCC_Onboarding_Part_2_Captions.srt) · +[slides](../downloads/slides/RCC_Onboarding_Part_2.pptx) · +[narration transcript](../downloads/narration/RCC_Onboarding_Part_2_Narration.md) -## Class 3 +## Class 3: performance and efficient I/O - + -[Download captions](../downloads/captions/RCC_Onboarding_Part_3_Captions.srt) +[Captions](../downloads/captions/RCC_Onboarding_Part_3_Captions.srt) · +[slides](../downloads/slides/RCC_Onboarding_Part_3.pptx) · +[narration transcript](../downloads/narration/RCC_Onboarding_Part_3_Narration.md) -## Class 4 +## Class 4: containers with Apptainer - + -[Download captions](../downloads/captions/RCC_Onboarding_Part_4_Captions.srt) +[Captions](../downloads/captions/RCC_Onboarding_Part_4_Captions.srt) · +[slides](../downloads/slides/RCC_Onboarding_Part_4.pptx) · +[narration transcript](../downloads/narration/RCC_Onboarding_Part_4_Narration.md) -Additional narration accompanies the newer classes: +## Newer classes -- [Class 6: protected project websites](../downloads/narration/RCC_Onboarding_Class_6_Narration.md) - - -## Slides and narration +Recording-ready narration is available while additional class videos are being +produced: +- [Class 5 narration](../downloads/narration/RCC_Onboarding_Class_5_Narration.md) +- [Class 6 narration](../downloads/narration/RCC_Onboarding_Class_6_Narration.md) +- [Class 7 narration](../downloads/narration/RCC_Onboarding_Class_7_Narration.md) +- [Class 8 narration](../downloads/narration/RCC_Onboarding_Class_8_Narration.md) +- [Class 9 narration](../downloads/narration/RCC_Onboarding_Class_9_Narration.md) +- [Class 10 narration](../downloads/narration/RCC_Onboarding_Class_10_Narration.md) - [Class 7 large-data slide deck](../downloads/slides/RCC_Class_7_Interactive_Large_Data.pptx) - [Class 9 Shiny and project-app slide deck](../downloads/slides/RCC_Class_9_Shiny_Jupyter_Project_Apps.pptx) -- [Download Class 7 narration](../downloads/narration/RCC_Onboarding_Class_7_Narration.md) -- [Download Class 8 narration](../downloads/narration/RCC_Onboarding_Class_8_Narration.md) -- [Download Class 9 narration](../downloads/narration/RCC_Onboarding_Class_9_Narration.md) -- [Download Class 10 narration](../downloads/narration/RCC_Onboarding_Class_10_Narration.md) + +## Rebuilding the videos + +The committed 1280 × 720 frames are the reviewed visual source for Classes +1–4. On macOS, run `python3 build/build_videos.py`. The build uses the installed +Daniel British-English voice by default, creates fresh captions, and records +durations, hashes, voice settings, and audio targets in +`meta/video-build-report.json`. diff --git a/meta/video-build-report.json b/meta/video-build-report.json new file mode 100644 index 0000000..1ccb74c --- /dev/null +++ b/meta/video-build-report.json @@ -0,0 +1,58 @@ +[ + { + "part": 1, + "voice": "Daniel", + "locale": "en_GB", + "rate_words_per_minute": 172, + "slide_count": 12, + "duration_seconds": 486.225, + "video": "videos-enhanced/RCC_Onboarding_Part_1_Video_Enhanced.mp4", + "video_sha256": "e7be9d0e98c5451dd381768a5c1687730f481ae7e5c8181dff801d61c5ba7c65", + "captions": "captions/RCC_Onboarding_Part_1_Captions.srt", + "caption_entries": 112, + "audio_target_lufs": -16, + "audio_true_peak_limit_db": -1.5 + }, + { + "part": 2, + "voice": "Daniel", + "locale": "en_GB", + "rate_words_per_minute": 172, + "slide_count": 12, + "duration_seconds": 517.3, + "video": "videos-enhanced/RCC_Onboarding_Part_2_Video_Enhanced.mp4", + "video_sha256": "8c2732222484bef0e0bef3aec01916c361a453652a445d324090ce520dbe486b", + "captions": "captions/RCC_Onboarding_Part_2_Captions.srt", + "caption_entries": 109, + "audio_target_lufs": -16, + "audio_true_peak_limit_db": -1.5 + }, + { + "part": 3, + "voice": "Daniel", + "locale": "en_GB", + "rate_words_per_minute": 172, + "slide_count": 14, + "duration_seconds": 635.441, + "video": "videos-enhanced/RCC_Onboarding_Part_3_Video_Enhanced.mp4", + "video_sha256": "89c429f3ecdf04f0382814b4fc6b4266d39faf7813ffbf875a22e8eadd24af28", + "captions": "captions/RCC_Onboarding_Part_3_Captions.srt", + "caption_entries": 132, + "audio_target_lufs": -16, + "audio_true_peak_limit_db": -1.5 + }, + { + "part": 4, + "voice": "Daniel", + "locale": "en_GB", + "rate_words_per_minute": 172, + "slide_count": 13, + "duration_seconds": 542.272, + "video": "videos-enhanced/RCC_Onboarding_Part_4_Video_Enhanced.mp4", + "video_sha256": 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z1V;&6IUkh~kuU(pG^T5N4Uzi3#e|f3jCi4{jDs6oQOmF8^7~S~5lDo@iqO!h-0|EO z|5sMajmFyxx&~3YvUPPC-98gR_AAHCp6_GFa(d5RKk}O1!?ncFxV*m}-QwkCj@t__ zpR(H}9gPbdKsIlRFBrGfte2)DHR(MYL9ZH0LQ`U+fenc@_A$`1Qsr$?-EU{kK%>P- zU$b(ynKm_B X*#49awi9@LMvdxIO~tau7VrNT0-3~> literal 0 HcmV?d00001 diff --git a/tests/test_training_media.py b/tests/test_training_media.py new file mode 100644 index 0000000..415668d --- /dev/null +++ b/tests/test_training_media.py @@ -0,0 +1,63 @@ +import importlib.util +import json +import unittest +from pathlib import Path + + +ROOT = Path(__file__).resolve().parents[1] + + +def load_video_builder(): + path = ROOT / "build/build_videos.py" + spec = importlib.util.spec_from_file_location("build_videos", path) + module = importlib.util.module_from_spec(spec) + assert spec.loader + spec.loader.exec_module(module) + return module + + +class TrainingMediaTests(unittest.TestCase): + def test_narration_and_reviewed_frames_match(self): + builder = load_video_builder() + expected_counts = {1: 12, 2: 12, 3: 14, 4: 13} + for part, expected in expected_counts.items(): + narration = builder.parse_narration( + ROOT / f"narration/RCC_Onboarding_Part_{part}_Narration.md" + ) + frames = sorted((ROOT / f"slides/frames/part{part}").glob("slide-*.png")) + self.assertEqual(expected, len(narration)) + self.assertEqual(expected, len(frames)) + self.assertEqual( + list(range(1, expected + 1)), + [int(item["slide"]) for item in narration], + ) + + def test_numbered_classes_embed_video_and_accessible_companions(self): + slugs = { + 1: "class-01-safe-access.md", + 2: "class-02-workflows.md", + 3: "class-03-performance.md", + 4: "class-04-containers.md", + } + for part, slug in slugs.items(): + text = (ROOT / "docs/course" / slug).read_text() + self.assertIn( + f"RCC_Onboarding_Part_{part}_Video_Enhanced.mp4", text + ) + self.assertIn(f"RCC_Onboarding_Part_{part}_Captions.srt", text) + self.assertIn(f"RCC_Onboarding_Part_{part}_Narration.md", text) + self.assertIn(f"RCC_Onboarding_Part_{part}.pptx", text) + + def test_build_report_records_natural_voice_and_complete_outputs(self): + report = json.loads((ROOT / "meta/video-build-report.json").read_text()) + self.assertEqual([1, 2, 3, 4], [item["part"] for item in report]) + for item in report: + self.assertEqual("Daniel", item["voice"]) + self.assertEqual("en_GB", item["locale"]) + self.assertGreater(item["duration_seconds"], 7 * 60) + self.assertEqual(64, len(item["video_sha256"])) + self.assertGreater(item["caption_entries"], item["slide_count"]) + + +if __name__ == "__main__": + unittest.main() diff --git a/tools/build_site.py b/tools/build_site.py index e689e65..2eeadf2 100755 --- a/tools/build_site.py +++ b/tools/build_site.py @@ -274,7 +274,7 @@ def main(): ap=argparse.ArgumentParser(); ap.add_argument('--output',default='site'); ap.add_argument('--production',action='store_true'); ap.add_argument('--include-media',action='store_true'); a=ap.parse_args() cfg=yaml.safe_load((ROOT/'config/public.yml').read_text()) if a.include_media: - cfg=dict(cfg); cfg['media_base_url']='.' + cfg=dict(cfg); cfg['media_base_url']='__LOCAL_MEDIA_BASE__' if a.production: bad=[k for k,v in cfg.items() if isinstance(v,str) and ('TO_BE_' in v or '.invalid' in v or 'STAGING-' in v or 'CLUSTERDOCS-' in v or 'TRANSFER-' in v)] if bad: raise SystemExit('Production build blocked by unresolved config: '+', '.join(bad)) @@ -292,6 +292,9 @@ def main(): for src in sorted(DOCS.rglob('*.md')): rel=src.relative_to(DOCS); target=out/out_url(str(rel)); target.parent.mkdir(parents=True,exist_ok=True) text=substitute(src.read_text(),cfg); content=md(text) + if a.include_media: + local_media=Path(os.path.relpath(out/'media',target.parent)).as_posix() + content=content.replace('__LOCAL_MEDIA_BASE__',local_media) def rewrite_local(match): attribute=match.group(1); value=match.group(2) path,separator,fragment=value.partition('#') From 99120c3a017f30d43f43db672c6e0b2a1bdce795 Mon Sep 17 00:00:00 2001 From: Folker Meyer Date: Sat, 25 Jul 2026 12:55:50 +0200 Subject: [PATCH 2/7] Make course videos the primary lesson entry point --- docs/course/class-01-safe-access.md | 22 +++++++++++++--------- docs/course/class-02-workflows.md | 22 +++++++++++++--------- docs/course/class-03-performance.md | 22 +++++++++++++--------- docs/course/class-04-containers.md | 22 +++++++++++++--------- docs/course/index.md | 13 +++++++++++++ tests/test_training_media.py | 10 ++++++++++ tools/build_site.py | 19 +++++++++++++++++++ 7 files changed, 94 insertions(+), 36 deletions(-) diff --git a/docs/course/class-01-safe-access.md b/docs/course/class-01-safe-access.md index dd518ce..90698f8 100644 --- a/docs/course/class-01-safe-access.md +++ b/docs/course/class-01-safe-access.md @@ -1,14 +1,18 @@ # Class 1: safe access to RCC -## Watch this class - - - -[Captions](../../downloads/captions/RCC_Onboarding_Part_1_Captions.srt) · -[slides](../../downloads/slides/RCC_Onboarding_Part_1.pptx) · -[narration transcript](../../downloads/narration/RCC_Onboarding_Part_1_Narration.md) +

+

Recommended starting point · 8 min video

+

Watch the class first

+

Safe access, VS Code, file transfer, and your first Slurm job. Watch the complete lesson, then use the written page below for copyable commands, exercises, and reference details.

+ +
+
## Learning objectives diff --git a/docs/course/class-02-workflows.md b/docs/course/class-02-workflows.md index eb94b83..3b3915e 100644 --- a/docs/course/class-02-workflows.md +++ b/docs/course/class-02-workflows.md @@ -1,14 +1,18 @@ # Class 2: reproducible scientific workflows -## Watch this class - - - -[Captions](../../downloads/captions/RCC_Onboarding_Part_2_Captions.srt) · -[slides](../../downloads/slides/RCC_Onboarding_Part_2.pptx) · -[narration transcript](../../downloads/narration/RCC_Onboarding_Part_2_Narration.md) +
+

Recommended starting point · 9 min video

+

Watch the class first

+

Projects, environments, Snakemake, Slurm, and reproducibility. Watch the complete lesson, then use the written page below for copyable commands, exercises, and reference details.

+ + +
## Learning objectives diff --git a/docs/course/class-03-performance.md b/docs/course/class-03-performance.md index 5b6ff81..b3d3f26 100644 --- a/docs/course/class-03-performance.md +++ b/docs/course/class-03-performance.md @@ -1,14 +1,18 @@ # Class 3: performance and efficient I/O -## Watch this class - - - -[Captions](../../downloads/captions/RCC_Onboarding_Part_3_Captions.srt) · -[slides](../../downloads/slides/RCC_Onboarding_Part_3.pptx) · -[narration transcript](../../downloads/narration/RCC_Onboarding_Part_3_Narration.md) +
+

Recommended starting point · 11 min video

+

Watch the class first

+

CPU, GPU, memory, storage, and efficient I/O. Watch the complete lesson, then use the written page below for copyable commands, exercises, and reference details.

+ + +
## Learning objectives diff --git a/docs/course/class-04-containers.md b/docs/course/class-04-containers.md index 4df97aa..b5af404 100644 --- a/docs/course/class-04-containers.md +++ b/docs/course/class-04-containers.md @@ -1,14 +1,18 @@ # Class 4: containers with Apptainer -## Watch this class - - - -[Captions](../../downloads/captions/RCC_Onboarding_Part_4_Captions.srt) · -[slides](../../downloads/slides/RCC_Onboarding_Part_4.pptx) · -[narration transcript](../../downloads/narration/RCC_Onboarding_Part_4_Narration.md) +
+

Recommended starting point · 9 min video

+

Watch the class first

+

Reproducible containers, trusted images, binds, and scratch. Watch the complete lesson, then use the written page below for copyable commands, exercises, and reference details.

+ + +
## Learning objectives diff --git a/docs/course/index.md b/docs/course/index.md index ab34cdd..40b1915 100644 --- a/docs/course/index.md +++ b/docs/course/index.md @@ -2,6 +2,19 @@ The classes are sequential for new users, but experienced users can take the readiness gates and skip material they already know. +## Prefer to learn by video? + +Start with one of the complete video lessons below. Each class page opens with +the player; the written material remains underneath for commands, exercises, +and detailed reference. + + + | Class | Main outcome | Typical time | Gate | |---|---|---:|---| | 1 | Connect safely using SSH and VS Code | 45-60 min | Local tools and one bounded SSH test | diff --git a/tests/test_training_media.py b/tests/test_training_media.py index 415668d..8283ab6 100644 --- a/tests/test_training_media.py +++ b/tests/test_training_media.py @@ -44,10 +44,20 @@ def test_numbered_classes_embed_video_and_accessible_companions(self): self.assertIn( f"RCC_Onboarding_Part_{part}_Video_Enhanced.mp4", text ) + self.assertIn('class="course-video-hero"', text) + self.assertIn('id="watch-first"', text) + self.assertIn(f"video-posters/part{part}.png", text) self.assertIn(f"RCC_Onboarding_Part_{part}_Captions.srt", text) self.assertIn(f"RCC_Onboarding_Part_{part}_Narration.md", text) self.assertIn(f"RCC_Onboarding_Part_{part}.pptx", text) + def test_course_overview_promotes_video_first(self): + text = (ROOT / "docs/course/index.md").read_text() + self.assertIn("Prefer to learn by video?", text) + self.assertEqual(4, text.count('class="video-course-card"')) + for part in range(1, 5): + self.assertIn(f"video-posters/part{part}.png", text) + def test_build_report_records_natural_voice_and_complete_outputs(self): report = json.loads((ROOT / "meta/video-build-report.json").read_text()) self.assertEqual([1, 2, 3, 4], [item["part"] for item in report]) diff --git a/tools/build_site.py b/tools/build_site.py index 2eeadf2..c9bd18a 100755 --- a/tools/build_site.py +++ b/tools/build_site.py @@ -187,6 +187,20 @@ .content-card p,.content-card li { max-width:76ch; } .content-card li + li { margin-top:.34rem; } .content-card img,.content-card video { display:block; max-width:100%; height:auto; border-radius:14px; } +.course-video-hero { margin:1.25rem 0 3rem; padding:clamp(1.15rem,3vw,2rem); overflow:hidden; border-radius:20px; background:linear-gradient(145deg,var(--navy) 0,var(--navy-2) 72%,#096d86 100%); color:#fff; box-shadow:var(--shadow); } +.content-card .course-video-hero h2 { margin:.15rem 0 .45rem; padding:0; color:#fff; font-size:clamp(1.7rem,4vw,2.5rem); } +.content-card .course-video-hero > p { max-width:68ch; margin:.35rem 0 1.25rem; color:rgba(255,255,255,.88); font-size:1rem; line-height:1.55; } +.content-card .course-video-hero .course-video-kicker { margin:0; color:#8ee7f2; font-size:.76rem; font-weight:850; letter-spacing:.11em; text-transform:uppercase; } +.content-card .course-video-hero video { width:100%; aspect-ratio:16/9; border:1px solid rgba(255,255,255,.28); border-radius:14px; background:#02131f; box-shadow:0 18px 38px rgba(0,0,0,.28); } +.course-video-links { display:flex; flex-wrap:wrap; gap:.6rem; margin-top:1rem; } +.content-card .course-video-links a { padding:.5rem .78rem; border:1px solid rgba(255,255,255,.3); border-radius:999px; background:rgba(255,255,255,.1); color:#fff; font-size:.86rem; text-decoration:none; } +.content-card .course-video-links a:hover { background:#fff; color:var(--navy); } +.video-course-grid { display:grid; grid-template-columns:repeat(2,minmax(0,1fr)); gap:1rem; margin:1rem 0 2.5rem; } +.content-card .video-course-card { overflow:hidden; border:1px solid rgba(6,42,70,.12); border-radius:16px; background:#fff; color:var(--navy); box-shadow:0 8px 20px rgba(6,42,70,.08); text-decoration:none; transition:transform .16s ease,box-shadow .16s ease; } +.content-card .video-course-card:hover { transform:translateY(-2px); box-shadow:0 14px 30px rgba(6,42,70,.14); } +.content-card .video-course-card img { width:100%; aspect-ratio:16/9; object-fit:cover; border-radius:0; } +.video-course-card span { display:flex; align-items:center; justify-content:space-between; gap:.75rem; padding:.8rem .9rem; } +.video-course-card small { flex:0 0 auto; color:var(--cyan); font-weight:800; } .people-figure { float:right; width:min(42%,340px); margin:0 0 1.5rem 2rem; overflow:hidden; border:1px solid rgba(6,42,70,.1); border-radius:18px; background:#fff; box-shadow:var(--shadow); } .people-figure img { width:100%; aspect-ratio:4/5; object-fit:cover; object-position:center 58%; border-radius:0; } .people-figure figcaption,.research-figure figcaption { padding:.75rem .9rem; color:var(--muted); font-size:.8rem; line-height:1.45; } @@ -237,6 +251,7 @@ .people-figure { float:none; width:100%; max-width:430px; margin:0 auto 1.5rem; } .people-figure img { aspect-ratio:5/4; object-position:center 57%; } .path-grid { grid-template-columns:1fr; } + .video-course-grid { grid-template-columns:1fr; } .path-card { min-height:260px; } } @media (max-width:480px) { @@ -282,6 +297,10 @@ def main(): shutil.rmtree(out,ignore_errors=True); (out/'assets').mkdir(parents=True) (out/'assets/site.css').write_text(CSS) if (DOCS/'assets').exists(): shutil.copytree(DOCS/'assets',out/'assets',dirs_exist_ok=True) + poster_out=out/'assets/video-posters'; poster_out.mkdir(parents=True,exist_ok=True) + for part in range(1,5): + poster=ROOT/'slides/frames'/f'part{part}'/'slide-01.png' + if poster.exists(): shutil.copy2(poster,poster_out/f'part{part}.png') md=mistune.create_markdown(escape=False, plugins=['table','strikethrough','task_lists']) nav_groups=[] for group,label,path in NAV: From 21505948c085d00d36f93b1c9028752f4dd05a8d Mon Sep 17 00:00:00 2001 From: Folker Meyer Date: Sat, 25 Jul 2026 13:54:07 +0200 Subject: [PATCH 3/7] Build narrated videos for all course classes --- README.md | 5 +- build/build_course_videos.py | 316 +++++++++++++++++ build/build_videos.py | 11 + captions/RCC_Onboarding_Class_10_Captions.srt | 92 +++++ captions/RCC_Onboarding_Class_11_Captions.srt | 320 ++++++++++++++++++ captions/RCC_Onboarding_Class_12_Captions.srt | 264 +++++++++++++++ captions/RCC_Onboarding_Class_13_Captions.srt | 224 ++++++++++++ captions/RCC_Onboarding_Class_14_Captions.srt | 208 ++++++++++++ captions/RCC_Onboarding_Class_15_Captions.srt | 292 ++++++++++++++++ captions/RCC_Onboarding_Class_5_Captions.srt | 108 ++++++ captions/RCC_Onboarding_Class_6_Captions.srt | 204 +++++++++++ captions/RCC_Onboarding_Class_7_Captions.srt | 188 ++++++++++ captions/RCC_Onboarding_Class_8_Captions.srt | 124 +++++++ captions/RCC_Onboarding_Class_9_Captions.srt | 116 +++++++ config/media-manifest.yml | 106 +++++- docs/course/class-01-safe-access.md | 2 +- docs/course/class-02-workflows.md | 2 +- docs/course/class-03-performance.md | 2 +- docs/course/class-04-containers.md | 2 +- docs/course/class-05-slurm.md | 13 + docs/course/class-06-vhosts.md | 13 + docs/course/class-07-python-notebooks.md | 13 + docs/course/class-08-r-analysis.md | 13 + docs/course/class-09-shiny.md | 13 + docs/course/class-10-notebook-to-service.md | 13 + .../class-11-biomedical-data-privacy.md | 13 + docs/course/class-12-efficient-io.md | 13 + docs/course/class-13-storage-architecture.md | 13 + .../course/class-14-wet-lab-data-workflows.md | 13 + docs/course/class-15-data-lifecycle.md | 13 + docs/course/index.md | 11 + docs/media/index.md | 45 +-- meta/course-video-build-report.json | 178 ++++++++++ meta/video-build-report.json | 20 +- ...RCC_Onboarding_Class_10_Video_Narration.md | 21 ++ ...RCC_Onboarding_Class_11_Video_Narration.md | 41 +++ ...RCC_Onboarding_Class_12_Video_Narration.md | 41 +++ ...RCC_Onboarding_Class_13_Video_Narration.md | 41 +++ ...RCC_Onboarding_Class_14_Video_Narration.md | 41 +++ ...RCC_Onboarding_Class_15_Video_Narration.md | 41 +++ .../RCC_Onboarding_Class_5_Video_Narration.md | 33 ++ .../RCC_Onboarding_Class_6_Video_Narration.md | 37 ++ .../RCC_Onboarding_Class_7_Video_Narration.md | 29 ++ .../RCC_Onboarding_Class_8_Video_Narration.md | 33 ++ .../RCC_Onboarding_Class_9_Video_Narration.md | 29 ++ slides/frames/class10/slide-01.png | Bin 0 -> 64868 bytes slides/frames/class10/slide-02.png | Bin 0 -> 74267 bytes slides/frames/class10/slide-03.png | 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captions/RCC_Onboarding_Class_6_Captions.srt create mode 100644 captions/RCC_Onboarding_Class_7_Captions.srt create mode 100644 captions/RCC_Onboarding_Class_8_Captions.srt create mode 100644 captions/RCC_Onboarding_Class_9_Captions.srt create mode 100644 meta/course-video-build-report.json create mode 100644 narration/RCC_Onboarding_Class_10_Video_Narration.md create mode 100644 narration/RCC_Onboarding_Class_11_Video_Narration.md create mode 100644 narration/RCC_Onboarding_Class_12_Video_Narration.md create mode 100644 narration/RCC_Onboarding_Class_13_Video_Narration.md create mode 100644 narration/RCC_Onboarding_Class_14_Video_Narration.md create mode 100644 narration/RCC_Onboarding_Class_15_Video_Narration.md create mode 100644 narration/RCC_Onboarding_Class_5_Video_Narration.md create mode 100644 narration/RCC_Onboarding_Class_6_Video_Narration.md create mode 100644 narration/RCC_Onboarding_Class_7_Video_Narration.md create mode 100644 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mode 100644 slides/frames/class6/slide-09.png create mode 100644 slides/frames/class7/slide-01.png create mode 100644 slides/frames/class7/slide-02.png create mode 100644 slides/frames/class7/slide-03.png create mode 100644 slides/frames/class7/slide-04.png create mode 100644 slides/frames/class7/slide-05.png create mode 100644 slides/frames/class7/slide-06.png create mode 100644 slides/frames/class7/slide-07.png create mode 100644 slides/frames/class8/slide-01.png create mode 100644 slides/frames/class8/slide-02.png create mode 100644 slides/frames/class8/slide-03.png create mode 100644 slides/frames/class8/slide-04.png create mode 100644 slides/frames/class8/slide-05.png create mode 100644 slides/frames/class8/slide-06.png create mode 100644 slides/frames/class8/slide-07.png create mode 100644 slides/frames/class8/slide-08.png create mode 100644 slides/frames/class9/slide-01.png create mode 100644 slides/frames/class9/slide-02.png create mode 100644 slides/frames/class9/slide-03.png create mode 100644 slides/frames/class9/slide-04.png create mode 100644 slides/frames/class9/slide-05.png create mode 100644 slides/frames/class9/slide-06.png create mode 100644 slides/frames/class9/slide-07.png diff --git a/README.md b/README.md index ac6a685..45ed124 100644 --- a/README.md +++ b/README.md @@ -35,11 +35,12 @@ The canonical source for the original four classes is the Markdown document in ` ## Video format -The videos are 1280 x 720 H.264/AAC slide-based training videos. Classes 1–4 +The videos are 1280 x 720 H.264/AAC slide-based training videos. Classes 1–15 use the macOS Daniel British-English voice with sentence-aware pacing, technical-term pronunciation handling, de-essing, gentle compression, EBU R128 loudness normalization, and captions. Rebuild them with -`python3 build/build_videos.py`. The build records its settings, durations, and +`python3 build/build_videos.py` for Classes 1–4 and +`python3 build/build_course_videos.py` for Classes 5–15. The builds record settings, durations, and hashes in `meta/video-build-report.json`. Videos do not connect to production RCC services and contain no credentials or biomedical data. diff --git a/build/build_course_videos.py b/build/build_course_videos.py new file mode 100644 index 0000000..9531e8a --- /dev/null +++ b/build/build_course_videos.py @@ -0,0 +1,316 @@ +#!/usr/bin/env python3 +"""Generate and build video lessons for RCC Classes 5–15. + +The Markdown course pages remain authoritative. This script selects the key +sections for each class, creates a concise visual storyboard and narration, +then uses the same speech mastering and video encoding profile as Classes 1–4. +""" + +from __future__ import annotations + +import argparse +import hashlib +import html +import json +import re +import shutil +import subprocess +import tempfile +import textwrap +from pathlib import Path + +import build_videos as media + + +ROOT = Path(__file__).resolve().parents[1] +DOCS = ROOT / "docs/course" +FRAMES = ROOT / "slides/frames" +NARRATION = ROOT / "narration" +CAPTIONS = ROOT / "captions" +OUTPUT = ROOT / "videos-enhanced" +REPORT = ROOT / "meta/course-video-build-report.json" + +CLASS_FILES = { + 5: "class-05-slurm.md", + 6: "class-06-vhosts.md", + 7: "class-07-python-notebooks.md", + 8: "class-08-r-analysis.md", + 9: "class-09-shiny.md", + 10: "class-10-notebook-to-service.md", + 11: "class-11-biomedical-data-privacy.md", + 12: "class-12-efficient-io.md", + 13: "class-13-storage-architecture.md", + 14: "class-14-wet-lab-data-workflows.md", + 15: "class-15-data-lifecycle.md", +} + +ACCENTS = { + 5: "D15B47", 6: "0A8FB2", 7: "2C6EAF", 8: "7057A3", 9: "B4233D", + 10: "2B8A65", 11: "A56500", 12: "D15B47", 13: "0B456E", + 14: "0A8FB2", 15: "2B8A65", +} + +SECTIONS = { + 5: ["Three execution modes", "Everyday Slurm commands", "Pattern 1", "Pattern 2", "Pattern 3", "Built-in availability protection", "What the examples prove"], + 6: ["Learning outcomes", "What is in scope", "Standard architecture", "Division of responsibility", "Safe data-access patterns", "Request and approval workflow", "Local copyable example", "Completion gate"], + 7: ["Learning goals", "The RCC notebook rule", "Large-data pattern", "Copyable example", "Python tool choices", "Good security", "Completion gate"], + 8: ["Learning goals", "Recommended R workflow", "Handling larger tables", "Reproducibility", "Copyable example", "Good cluster patterns", "Completion gate"], + 9: ["Learning goals", "Development mode", "What makes Shiny production-ready", "Safe data pattern", "Common mistakes", "Completion gate"], + 10: ["Learning goals", "Decision guide", "Service boundary", "Preparing for review", "Completion gate"], + 11: ["Learning outcome", "The RCC rule in one sentence", "Why biomedical data receive special protection", "A practical RCC decision model", "Genomic research", "X-ray", "Data minimisation", "Legal and institutional resources", "Completion gate"], + 12: ["Learning objectives", "1. Storage is part", "2. Streaming", "4. Why runtime", "5. The RCC staging pattern", "8. Snakemake integration", "10. Cache containers", "12. Diagnose", "14. Decision checklist"], + 13: ["Learning objectives", "1. Redis", "2. MinIO", "3. RCC network", "4. Large files", "6. JuiceFS", "8. Slurm placement", "10. Diagnosing", "Completion gate"], + 14: ["Learning objectives", "1. Four different roles", "2. The instrument-data lifecycle", "3. Before starting", "4. Choosing a transfer", "5. File count", "10. When RCC", "11. A safe handoff", "12. Verification", "Practical exercise"], + 15: ["Learning objectives", "1. The lifecycle", "2. Classify", "3. Match storage", "4. Build the minimum archive", "5. Coscine", "6. Archive acceptance", "7. Review", "Completion gate"], +} + + +def plain(value: str) -> str: + value = re.sub(r"```.*?```", " ", value, flags=re.DOTALL) + value = re.sub(r"<[^>]+>", " ", value) + value = re.sub(r"!\[[^]]*\]\([^)]*\)", " ", value) + value = re.sub(r"\[([^]]+)\]\([^)]*\)", r"\1", value) + value = re.sub(r"^\s*[|].*[|]\s*$", " ", value, flags=re.MULTILINE) + value = re.sub(r"^\s*(?:[-*+] |\d+[.)] )", "", value, flags=re.MULTILINE) + value = value.replace("**", "").replace("__", "").replace("`", "") + value = re.sub(r"(?:^|\n)\s*>\s*", " ", value) + return re.sub(r"\s+", " ", value).strip() + + +def words(value: str, limit: int) -> str: + tokens = value.split() + result = " ".join(tokens[:limit]) + if len(tokens) > limit: + result = result.rstrip(" ,;:") + "." + return result + + +def slide_points(body: str) -> list[str]: + """Extract distinct, reader-friendly points without flattening Markdown structure.""" + candidates: list[str] = [] + + # Tables usually contain the clearest comparison. Keep the label and its + # recommended use, while ignoring delimiter rows and secondary caveats. + for line in body.splitlines(): + if not re.match(r"^\s*\|.*\|\s*$", line): + continue + cells = [plain(cell) for cell in line.strip().strip("|").split("|")] + if len(cells) < 2 or all(re.fullmatch(r":?-{3,}:?", cell) for cell in cells): + continue + if cells[0].lower() in {"mode", "task", "option", "layer", "component", "risk"}: + continue + if cells[0] and cells[1]: + candidates.append(f"{cells[0]}: {cells[1]}") + + # Preserve list-item boundaries; flattening a semicolon list produces + # unhelpful fragments such as "The gate" and "submits one job". + for match in re.finditer(r"^\s*(?:[-*+] |\d+[.)] )(.+)$", body, re.MULTILINE): + point = plain(match.group(1)) + if point: + candidates.append(point) + + # Finally take complete prose sentences from non-table, non-code blocks. + prose = re.sub(r"```.*?```", " ", body, flags=re.DOTALL) + prose = re.sub(r"^\s*\|.*\|\s*$", " ", prose, flags=re.MULTILINE) + prose = re.sub(r"^\s*(?:[-*+] |\d+[.)] ).*$", " ", prose, flags=re.MULTILINE) + for sentence in re.split(r"(?<=[.!?])\s+", plain(prose)): + if sentence.strip(): + candidates.append(sentence.strip()) + + distinct: list[str] = [] + seen: set[str] = set() + for candidate in candidates: + point = words(candidate, 17) + key = re.sub(r"[^a-z0-9]+", " ", point.lower()).strip() + if not key or key in seen: + continue + seen.add(key) + distinct.append(point) + if len(distinct) == 3: + break + return distinct + + +def parse_document(class_number: int) -> tuple[str, list[dict[str, str]]]: + text = (DOCS / CLASS_FILES[class_number]).read_text(encoding="utf-8") + title_match = re.search(r"^#\s+(.+)$", text, re.MULTILINE) + title = title_match.group(1) if title_match else f"Class {class_number}" + matches = list(re.finditer(r"^##\s+(.+)$", text, re.MULTILINE)) + available: list[tuple[str, str]] = [] + for index, match in enumerate(matches): + end = matches[index + 1].start() if index + 1 < len(matches) else len(text) + available.append((match.group(1).strip(), text[match.end():end].strip())) + + selected: list[dict[str, str]] = [] + for wanted in SECTIONS[class_number]: + found = next(((heading, body) for heading, body in available if heading.lower().startswith(wanted.lower())), None) + if not found: + continue + heading, body = found + clean = plain(body) + if not clean: + continue + narration = words(clean, 105) + bullets = slide_points(body) + selected.append({"title": re.sub(r"^\d+\.\s*", "", heading), "narration": narration, "bullets": bullets}) + if not selected: + raise ValueError(f"No selected sections found for Class {class_number}") + return title, selected + + +def wrap(value: str, width: int) -> list[str]: + return textwrap.wrap(value, width=width, break_long_words=False, break_on_hyphens=False) + + +def text_svg(lines: list[str], x: int, y: int, size: int, color: str, weight: int = 400, step: int | None = None) -> str: + step = step or int(size * 1.28) + tspans = "".join(f'{html.escape(line)}' for i, line in enumerate(lines)) + return f'{tspans}' + + +def cover_svg(class_number: int, title: str, total: int) -> str: + accent = ACCENTS[class_number] + short = re.sub(rf"^Class {class_number}:\s*", "", title, flags=re.IGNORECASE) + return f''' + + +{text_svg([f'CLASS {class_number}'], 92, 105, 22, 'FFFFFF', 700)} +{text_svg(wrap(short, 34), 92, 190, 52, 'FFFFFF', 700, 62)} +{text_svg(['Video-first RCC learning path', 'Watch first · use the page for commands and exercises'], 96, 450, 24, 'FFFFFF', 400, 38)} + +{text_svg([f'{total} focused chapters · captions included'], 119, 612, 18, 'FFFFFF', 700)} +''' + + +def lesson_svg(class_number: int, slide: int, total: int, item: dict[str, object]) -> str: + accent = ACCENTS[class_number] + title_lines = wrap(str(item["title"]), 46)[:2] + bullets = list(item["bullets"])[:3] + cards = [] + base_y = 235 + for index, bullet in enumerate(bullets, 1): + y = base_y + (index - 1) * 125 + lines = wrap(str(bullet), 55)[:2] + cards.append(f'') + cards.append(f'') + cards.append(text_svg([str(index)], 114, y + 14, 18, "FFFFFF", 700)) + cards.append(text_svg(lines, 165, y, 22, "15202B", 500, 29)) + return f''' + +{text_svg([f'CLASS {class_number} · CHAPTER {slide-1}'], 84, 75, 17, accent, 700)} +{text_svg(title_lines, 84, 130, 38, '062A46', 700, 45)} +{''.join(cards)} + +{text_svg([str(slide-1)], 1078, 322, 48, 'FFFFFF', 700)} + +{text_svg(['WATCH', 'UNDERSTAND', 'APPLY'], 1038, 525, 15, accent, 700, 24)} +{text_svg(['RCC video lesson'], 84, 699, 13, '607084')}{text_svg([f'{slide} / {total}'], 1150, 699, 13, '607084')} +''' + + +def render_assets(class_number: int) -> tuple[str, list[dict[str, object]]]: + title, sections = parse_document(class_number) + cover_narration = ( + f"Welcome to {title}. This video introduces the core decisions and working patterns. " + "Watch the complete lesson first, then use the written class page for copyable commands, exercises, and detailed reference material." + ) + slides: list[dict[str, object]] = [{"slide": 1, "title": title, "narration": cover_narration, "bullets": []}] + for index, section in enumerate(sections, 2): + slides.append({"slide": index, **section}) + total = len(slides) + frame_dir = FRAMES / f"class{class_number}" + shutil.rmtree(frame_dir, ignore_errors=True) + frame_dir.mkdir(parents=True) + for item in slides: + number = int(item["slide"]) + svg = cover_svg(class_number, title, total - 1) if number == 1 else lesson_svg(class_number, number, total, item) + with tempfile.NamedTemporaryFile("w", suffix=".svg", encoding="utf-8", delete=False) as handle: + handle.write(svg) + svg_path = Path(handle.name) + subprocess.run(["rsvg-convert", "-w", "1280", "-h", "720", "-o", str(frame_dir / f"slide-{number:02d}.png"), str(svg_path)], check=True) + svg_path.unlink() + + narration_path = NARRATION / f"RCC_Onboarding_Class_{class_number}_Video_Narration.md" + lines = [f"# {title} — video narration", ""] + for item in slides: + lines.extend((f"## Slide {item['slide']}: {item['title']}", "", str(item["narration"]), "")) + narration_path.write_text("\n".join(lines), encoding="utf-8") + return title, slides + + +def build_class(class_number: int, voice: str, rate: int) -> dict[str, object]: + title, slides = render_assets(class_number) + frame_dir = FRAMES / f"class{class_number}" + with tempfile.TemporaryDirectory(prefix=f"rcc-class{class_number}-") as temp: + work = Path(temp) + audio_files: list[Path] = [] + durations: list[float] = [] + captions: list[tuple[float, float, str]] = [] + timeline = 0.0 + for item in slides: + number = int(item["slide"]) + audio = work / f"slide-{number:02d}.wav" + media.synthesize(str(item["narration"]), audio, voice, rate) + seconds = media.duration(audio) + audio_files.append(audio); durations.append(seconds) + chunks = media.caption_chunks(str(item["narration"])) + weights = [max(1, len(chunk.split())) for chunk in chunks] + local = 0.0 + for chunk, weight in zip(chunks, weights): + span = seconds * weight / sum(weights) + captions.append((timeline + local, timeline + local + span, chunk)); local += span + timeline += seconds + + audio_list = work / "audio.txt" + audio_list.write_text("\n".join(f"file '{path}'" for path in audio_files) + "\n") + full_audio = work / "narration.wav" + media.run(["ffmpeg", "-y", "-f", "concat", "-safe", "0", "-i", str(audio_list), "-c", "copy", str(full_audio)]) + frame_list = work / "frames.txt" + frame_lines: list[str] = [] + for item, seconds in zip(slides, durations): + frame = frame_dir / f"slide-{int(item['slide']):02d}.png" + frame_lines.extend((f"file '{frame}'", f"duration {seconds:.6f}")) + frame_lines.append(f"file '{frame_dir / f'slide-{len(slides):02d}.png'}'") + frame_list.write_text("\n".join(frame_lines) + "\n") + + OUTPUT.mkdir(exist_ok=True) + video = OUTPUT / f"RCC_Onboarding_Class_{class_number}_Video_Enhanced.mp4" + media.run(["ffmpeg", "-y", "-f", "concat", "-safe", "0", "-i", str(frame_list), "-i", str(full_audio), + "-vf", "fps=2,scale=1280:720:flags=lanczos,format=yuv420p", "-c:v", "libx264", "-preset", "medium", "-tune", "stillimage", "-crf", "20", + "-c:a", "aac", "-af", "pan=stereo|c0=c0|c1=c0", "-ac", "2", "-b:a", "160k", "-ar", "48000", + "-disposition:a:0", "default", "-metadata:s:a:0", "language=eng", "-metadata:s:a:0", "title=English narration", + "-t", f"{timeline:.3f}", "-movflags", "+faststart", str(video)]) + + caption_path = CAPTIONS / f"RCC_Onboarding_Class_{class_number}_Captions.srt" + with caption_path.open("w", encoding="utf-8") as handle: + for index, (start, end, caption) in enumerate(captions, 1): + handle.write(f"{index}\n{media.srt_time(start)} --> {media.srt_time(end)}\n{caption}\n\n") + + return {"class": class_number, "title": title, "voice": voice, "locale": "en_GB", "rate_words_per_minute": rate, + "slide_count": len(slides), "duration_seconds": round(timeline, 3), "video": str(video.relative_to(ROOT)), + "video_sha256": media.sha256(video), "captions": str(caption_path.relative_to(ROOT)), "caption_entries": len(captions), + "audio_channels": 2, "audio_target_lufs": -16, "audio_true_peak_limit_db": -1.5} + + +def main() -> None: + parser = argparse.ArgumentParser() + parser.add_argument("classes", nargs="*", type=int, default=list(range(5, 16))) + parser.add_argument("--voice", default=media.VOICE) + parser.add_argument("--rate", type=int, default=media.RATE) + args = parser.parse_args() + for command in ("say", "ffmpeg", "ffprobe", "rsvg-convert"): + media.require(command) + existing: dict[int, dict[str, object]] = {} + if REPORT.exists(): + existing = {int(item["class"]): item for item in json.loads(REPORT.read_text())} + for class_number in args.classes: + if class_number not in CLASS_FILES: + raise SystemExit("Classes must be selected from 5 through 15") + result = build_class(class_number, args.voice, args.rate) + existing[class_number] = result + print(f"Class {class_number}: {result['duration_seconds'] / 60:.1f} min -> {result['video']}", flush=True) + REPORT.write_text(json.dumps([existing[key] for key in sorted(existing)], indent=2) + "\n") + + +if __name__ == "__main__": + main() diff --git a/build/build_videos.py b/build/build_videos.py index bf046c8..ec3c8ff 100644 --- a/build/build_videos.py +++ b/build/build_videos.py @@ -280,10 +280,20 @@ def build_part(part: int, voice: str, rate: int, keep_work: bool) -> dict[str, o "20", "-c:a", "aac", + "-af", + "pan=stereo|c0=c0|c1=c0", + "-ac", + "2", "-b:a", "160k", "-ar", "48000", + "-disposition:a:0", + "default", + "-metadata:s:a:0", + "language=eng", + "-metadata:s:a:0", + "title=English narration", "-t", f"{timeline:.3f}", "-movflags", @@ -311,6 +321,7 @@ def build_part(part: int, voice: str, rate: int, keep_work: bool) -> dict[str, o "caption_entries": len(caption_entries), "audio_target_lufs": -16, "audio_true_peak_limit_db": -1.5, + "audio_channels": 2, } if cleanup: cleanup.cleanup() diff --git a/captions/RCC_Onboarding_Class_10_Captions.srt b/captions/RCC_Onboarding_Class_10_Captions.srt new file mode 100644 index 0000000..e10f260 --- /dev/null +++ b/captions/RCC_Onboarding_Class_10_Captions.srt @@ -0,0 +1,92 @@ +1 +00:00:00,000 --> 00:00:04,667 +Welcome to Class 10: From notebooks to governed project services. + +2 +00:00:04,667 --> 00:00:08,868 +This video introduces the core decisions and working patterns. + +3 +00:00:08,868 --> 00:00:15,401 +Watch the complete lesson first, then use the written class page for copyable commands, + +4 +00:00:15,401 --> 00:00:17,735 +exercises, and detailed reference material. + +5 +00:00:17,735 --> 00:00:23,303 +After this class, you can: choose between notebook, batch job, Shiny app, + +6 +00:00:23,303 --> 00:00:30,726 +Python web app, and vhost; separate interactive presentation from expensive computation; package a small service for + +7 +00:00:30,726 --> 00:00:38,150 +review; write a minimal release note for project users; avoid patterns that leak data or overload + +8 +00:00:38,150 --> 00:00:39,078 +shared infrastructure. + +9 +00:00:39,078 --> 00:00:43,646 +A governed web app should be a presentation and coordination layer. + +10 +00:00:43,646 --> 00:00:49,875 +It may read approved data, collect small forms, start reviewed workflows, or display curated results. + +11 +00:00:49,875 --> 00:00:54,027 +It should not perform long-running analysis inside the web request. + +12 +00:00:54,027 --> 00:00:57,765 +A good pattern is: The web app validates input. + +13 +00:00:57,765 --> 00:01:00,672 +The app writes a small request record. + +14 +00:01:00,672 --> 00:01:03,579 +A Slurm workflow performs the heavy computation. + +15 +00:01:03,579 --> 00:01:05,655 +The app displays completed results. + +16 +00:01:05,655 --> 00:01:10,223 +Logs and receipts keep the action attributable to a named user. + +17 +00:01:10,223 --> 00:01:17,901 +Before asking for a vhost, prepare: project name and project lead; who may access the application; + +18 +00:01:17,901 --> 00:01:24,139 +whether it is static, read-only, standard, or upload-capable; the deployment source and version; + +19 +00:01:24,139 --> 00:01:31,337 +data sources and whether they contain sensitive content; resource expectations; support contact and review date. + +20 +00:01:31,337 --> 00:01:37,160 +Use the vhost request checklist from Class 6 and add one architectural sentence: + +21 +00:01:37,160 --> 00:01:44,328 +Heavy computation for this service will run through Slurm, while the web app only handles authentication, + +22 +00:01:44,328 --> 00:01:47,911 +parameter collection, status display, and curated result access. + +23 +00:01:47,911 --> 00:01:53,287 +If that sentence is false, redesign the application before requesting a vhost. + diff --git a/captions/RCC_Onboarding_Class_11_Captions.srt b/captions/RCC_Onboarding_Class_11_Captions.srt new file mode 100644 index 0000000..40fd947 --- /dev/null +++ b/captions/RCC_Onboarding_Class_11_Captions.srt @@ -0,0 +1,320 @@ +1 +00:00:00,000 --> 00:00:05,686 +Welcome to Class 11: European and German data protection for biomedical research. + +2 +00:00:05,686 --> 00:00:09,951 +This video introduces the core decisions and working patterns. + +3 +00:00:09,951 --> 00:00:16,585 +Watch the complete lesson first, then use the written class page for copyable commands, + +4 +00:00:16,585 --> 00:00:18,954 +exercises, and detailed reference material. + +5 +00:00:18,954 --> 00:00:27,102 +After this class, you should be able to distinguish direct identifiers from sensitive biomedical research data, + +6 +00:00:27,102 --> 00:00:35,250 +understand why pseudonymised data remain personal data, and recognise when RCC is an appropriate controlled research + +7 +00:00:35,250 --> 00:00:35,759 +environment. + +8 +00:00:35,759 --> 00:00:38,814 +This class is practical RCC training. + +9 +00:00:38,814 --> 00:00:44,925 +It does not replace the project's legal basis, ethics approval, consent documents, + +10 +00:00:44,925 --> 00:00:51,036 +data-management plan, institutional policy, information-security review, or advice from the data-protection officer. + +11 +00:00:51,036 --> 00:00:56,930 +RCC may process approved biomedical research data inside its controlled research enclave, + +12 +00:00:56,930 --> 00:01:02,824 +but direct identifiers and re-identification keys must not be stored in RCC. + +13 +00:01:02,824 --> 00:01:09,209 +Examples of direct identifiers that must not be uploaded include: names or initials; + +14 +00:01:09,209 --> 00:01:15,103 +postal or email addresses; telephone or fax numbers; patient, case, insurance, personnel, + +15 +00:01:15,103 --> 00:01:21,488 +or hospital record numbers; identifying free text, letters, referrals, consent forms, or screenshots; + +16 +00:01:21,488 --> 00:01:29,346 +account credentials, access tokens, or authentication data; a lookup table that connects study codes to named + +17 +00:01:29,346 --> 00:01:29,838 +individuals. + +18 +00:01:29,838 --> 00:01:36,223 +The absence of these fields does not automatically make the remaining data anonymous. + +19 +00:01:36,223 --> 00:01:42,608 +The research project must still have an appropriate legal basis and governance decision. + +20 +00:01:42,608 --> 00:01:49,987 +The EU General Data Protection Regulation treats genetic data, biometric data used for unique identification, + +21 +00:01:49,987 --> 00:01:54,907 +and data concerning health as special categories of personal data. + +22 +00:01:54,907 --> 00:02:01,302 +Their processing requires an applicable legal basis and safeguards appropriate to the risk. + +23 +00:02:01,302 --> 00:02:07,205 +RCC contributes technical safeguards through controlled access, named user accounts, project-group permissions, + +24 +00:02:07,205 --> 00:02:11,141 +auditability, restricted services, and a managed research-computing environment. + +25 +00:02:11,141 --> 00:02:19,012 +Technical safeguards do not create the legal basis; they help implement an approved research project safely. + +26 +00:02:19,012 --> 00:02:22,456 +Biomedical data can become identifying through context. + +27 +00:02:22,456 --> 00:02:30,327 +Examples include: a very rare diagnosis in a small cohort; exact treatment or sampling dates linked + +28 +00:02:30,327 --> 00:02:34,263 +to known clinical events; family relationships or pedigrees. + +29 +00:02:34,263 --> 00:02:39,971 +### Suitable under the normal project workflow Examples include: synthetic teaching data; + +30 +00:02:39,971 --> 00:02:46,156 +public reference genomes and public datasets used under their licence; non-human experimental data; + +31 +00:02:46,156 --> 00:02:52,816 +aggregate statistics and approved derived results; approved individual-level biomedical research data without direct identifiers; + +32 +00:02:52,816 --> 00:02:59,952 +approved genomic data; approved X-ray, CT, MRI, and other medical images after required metadata handling; + +33 +00:02:59,952 --> 00:03:07,564 +pseudonymised research data when the project governance explicitly covers RCC and the re-identification key is held + +34 +00:03:07,564 --> 00:03:08,039 +separately. + +35 +00:03:08,039 --> 00:03:15,651 +### Requires a project-level review before transfer Pause and confirm the approved workflow when the data + +36 +00:03:15,651 --> 00:03:22,311 +include: a new data source not listed in the project documentation; detailed free text; + +37 +00:03:22,311 --> 00:03:24,214 +a rare cohort or. + +38 +00:03:24,214 --> 00:03:29,519 +Individual-level human genomic data can be scientifically valuable and computationally demanding. + +39 +00:03:29,519 --> 00:03:37,235 +RCC can support such research when the project has established the permitted purpose and access model. + +40 +00:03:37,235 --> 00:03:44,470 +Good practice includes: keep subject identity and the re-identification key in a separate approved system; + +41 +00:03:44,470 --> 00:03:52,186 +use study codes rather than names or clinical identifiers; grant access only to named project members; + +42 +00:03:52,186 --> 00:03:59,902 +document the source, purpose, permitted analyses, retention period, and deletion process; avoid unnecessary exports and local + +43 +00:03:59,902 --> 00:04:06,172 +convenience copies; release results only through the project's approved disclosure process; consider relatives, + +44 +00:04:06,172 --> 00:04:10,512 +rare variants, and external linkage when evaluating disclosure risk. + +45 +00:04:10,512 --> 00:04:14,853 +The objective is controlled research use—not a claim that. + +46 +00:04:14,853 --> 00:04:20,441 +Medical images can be used in RCC when covered by the project governance. + +47 +00:04:20,441 --> 00:04:27,319 +The main practical checks are: remove or transform direct identifiers in DICOM headers as required by + +48 +00:04:27,319 --> 00:04:32,477 +the approved export process; check for burned-in names, numbers, dates, or annotations; + +49 +00:04:32,477 --> 00:04:39,355 +keep the linkage key outside RCC; preserve scientifically necessary image information; restrict access to the project + +50 +00:04:39,355 --> 00:04:45,803 +group; do not place images or derived visualisations on public web pages without disclosure review. + +51 +00:04:45,803 --> 00:04:52,251 +An image may contain anatomy that could contribute to indirect identification, especially in head imaging, + +52 +00:04:52,251 --> 00:04:58,699 +but that does not make every image a direct identifier or make research processing impossible. + +53 +00:04:58,699 --> 00:05:02,794 +Use only the data needed for the approved purpose. + +54 +00:05:02,794 --> 00:05:08,253 +In practice: select required columns instead of copying a complete clinical export; + +55 +00:05:08,253 --> 00:05:13,713 +avoid detailed dates or locations when the analysis does not need them; + +56 +00:05:13,713 --> 00:05:19,173 +transfer derived results rather than source data when this preserves the science; + +57 +00:05:19,173 --> 00:05:25,088 +keep one authoritative project copy rather than personal duplicates; define retention and deletion; + +58 +00:05:25,088 --> 00:05:31,457 +restrict access to named project members; avoid publishing small-cell or rare-combination outputs without review. + +59 +00:05:31,457 --> 00:05:38,737 +Data minimisation often improves transfer speed, storage use, reproducibility, and analysis clarity as well as privacy. + +60 +00:05:38,737 --> 00:05:47,359 +Use these official sources for orientation: EU General Data Protection Regulation (official EUR-Lex text) — especially + +61 +00:05:47,359 --> 00:05:52,208 +Articles 4, 5, 9, 25, 32, 35, and 89. + +62 +00:05:52,208 --> 00:06:00,291 +German Federal Data Protection Act, Section 22 — safeguards for special categories of personal data. + +63 +00:06:00,291 --> 00:06:08,913 +German Health Data Use Act — use of health data for public-interest research and healthcare development. + +64 +00:06:08,913 --> 00:06:17,535 +German Health Data Use Act, Section 7 — purpose limitation, confidentiality, and prohibition of re-identification for + +65 +00:06:17,535 --> 00:06:20,768 +data made available under the Act. + +66 +00:06:20,768 --> 00:06:27,773 +German Criminal Code, Section 203 — protection of private secrets and professional confidentiality. + +67 +00:06:27,773 --> 00:06:29,929 +EDPB: anonymisation and pseudonymisation. + +68 +00:06:29,929 --> 00:06:32,084 +Universitätsklinikum Essen data-protection information. + +69 +00:06:32,084 --> 00:06:34,240 +These links support training. + +70 +00:06:34,240 --> 00:06:35,318 +They do. + +71 +00:06:35,318 --> 00:06:41,400 +This class does not use an automated research-file scanner or a machine-generated legal decision. + +72 +00:06:41,400 --> 00:06:44,876 +Completion is based on understanding and project governance. + +73 +00:06:44,876 --> 00:06:51,827 +Before moving data into RCC, you should be able to answer: What is the approved research + +74 +00:06:51,827 --> 00:06:52,261 +purpose? + +75 +00:06:52,261 --> 00:06:55,737 +Which data categories are required for that purpose? + +76 +00:06:55,737 --> 00:07:00,516 +Have direct identifiers and the re-identification key been excluded from RCC? + +77 +00:07:00,516 --> 00:07:06,598 +Does the project documentation cover genomic data, images, pseudonymised records, or linkages being used? + +78 +00:07:06,598 --> 00:07:13,115 +Who may access the data, and how will access be removed when no longer needed? + +79 +00:07:13,115 --> 00:07:17,894 +Where will authoritative data, intermediate files, and final results be stored? + +80 +00:07:17,894 --> 00:07:20,935 +What is the retention and deletion plan?. + diff --git a/captions/RCC_Onboarding_Class_12_Captions.srt b/captions/RCC_Onboarding_Class_12_Captions.srt new file mode 100644 index 0000000..997ae34 --- /dev/null +++ b/captions/RCC_Onboarding_Class_12_Captions.srt @@ -0,0 +1,264 @@ +1 +00:00:00,000 --> 00:00:05,723 +Welcome to Class 12: efficient I/O—copy locally, compute locally, return results. + +2 +00:00:05,723 --> 00:00:10,405 +This video introduces the core decisions and working patterns. + +3 +00:00:10,405 --> 00:00:17,688 +Watch the complete lesson first, then use the written class page for copyable commands, + +4 +00:00:17,688 --> 00:00:20,289 +exercises, and detailed reference material. + +5 +00:00:20,289 --> 00:00:27,501 +After this class, you should be able to: distinguish durable shared storage from temporary node-local scratch; + +6 +00:00:27,501 --> 00:00:34,712 +explain streaming, random, small-file, and metadata I/O; recognize when storage rather than CPU or GPU limits + +7 +00:00:34,712 --> 00:00:40,572 +a job; write an sbatch job that stages inputs and returns outputs safely; + +8 +00:00:40,572 --> 00:00:46,882 +use rsync, checksums, shell traps, and atomic publication; apply the same pattern in Snakemake; + +9 +00:00:46,882 --> 00:00:54,093 +and explain how poor I/O structure can turn hours of computation into weeks or months of + +10 +00:00:54,093 --> 00:00:54,995 +elapsed time. + +11 +00:00:54,995 --> 00:00:57,858 +A job does not merely execute instructions. + +12 +00:00:57,858 --> 00:01:03,995 +It repeatedly moves data among: shared project storage; the network; the compute node's page cache; + +13 +00:01:03,995 --> 00:01:07,268 +local disk; RAM; and CPU or GPU processes. + +14 +00:01:07,268 --> 00:01:11,768 +The slowest required part of that path limits the complete job. + +15 +00:01:11,768 --> 00:01:18,313 +Adding CPU cores does not help when those cores spend most of their time waiting for + +16 +00:01:18,313 --> 00:01:18,722 +files. + +17 +00:01:18,722 --> 00:01:23,631 +Shared storage is designed to make durable data available to many nodes. + +18 +00:01:23,631 --> 00:01:29,767 +It is not designed to behave like a private local SSD for every job simultaneously. + +19 +00:01:29,767 --> 00:01:34,267 +One badly structured job can also create contention for other researchers. + +20 +00:01:34,267 --> 00:01:40,934 +### Streaming I/O Streaming I/O reads or writes a long sequence of bytes in order: + +21 +00:01:40,934 --> 00:01:46,267 +Examples include: reading a compressed FASTQ file once from beginning to end; + +22 +00:01:46,267 --> 00:01:52,934 +writing one BAM, CRAM, archive, or report; piping decompressed data directly into the next program; + +23 +00:01:52,934 --> 00:01:55,156 +and copying one large file. + +24 +00:01:55,156 --> 00:02:02,267 +Streaming works well because storage devices, operating-system readahead, compression libraries, and network protocols can transfer large + +25 +00:02:02,267 --> 00:02:03,155 +blocks efficiently. + +26 +00:02:03,155 --> 00:02:10,266 +The cost of opening the file is paid once and useful throughput can approach the storage + +27 +00:02:10,266 --> 00:02:11,155 +system's bandwidth. + +28 +00:02:11,155 --> 00:02:16,488 +### Random I/O Random I/O repeatedly jumps among unrelated offsets or files: + +29 +00:02:16,488 --> 00:02:20,933 +Examples include: repeatedly querying tiny genomic regions across a large. + +30 +00:02:20,933 --> 00:02:28,851 +Suppose one sample requires: 2 seconds of useful CPU work; and 20 seconds waiting for small + +31 +00:02:28,851 --> 00:02:29,841 +network-storage operations. + +32 +00:02:29,841 --> 00:02:35,780 +For 5,000 samples and 10 workflow stages: That estimate excludes queueing, retries, + +33 +00:02:35,780 --> 00:02:40,729 +directory scans, environment startup, and contention caused by parallel jobs. + +34 +00:02:40,729 --> 00:02:47,163 +If several rules repeat the same anti-pattern or failures force stages to restart, + +35 +00:02:47,163 --> 00:02:54,092 +a workflow expected to finish in hours can remain active for weeks or months. + +36 +00:02:54,092 --> 00:03:00,031 +Typical multipliers are: number of samples; files per sample; workflow stages; retries; + +37 +00:03:00,031 --> 00:03:03,495 +parallel workers; and repeated decompression or copying. + +38 +00:03:03,495 --> 00:03:06,959 +Measure one representative sample before launching thousands. + +39 +00:03:06,959 --> 00:03:10,896 +The following job uses the scratch directory supplied by Slurm. + +40 +00:03:10,896 --> 00:03:17,194 +The fallback matches the current RCC job-local layout and is used only when SLURM_TMPDIR is not + +41 +00:03:17,194 --> 00:03:17,588 +set. + +42 +00:03:17,588 --> 00:03:23,886 +Submit it from a login or submission host: The compute must occur inside the Slurm job, + +43 +00:03:23,886 --> 00:03:27,035 +not directly on the login or submission host. + +44 +00:03:27,035 --> 00:03:33,285 +The explicit staging pattern is easy to audit: Where available and tested on RCC, + +45 +00:03:33,285 --> 00:03:39,088 +Snakemake shadow rules and the tmpdir resource can provide a more declarative implementation. + +46 +00:03:39,088 --> 00:03:44,891 +The same invariants remain: active temporary work is local; durable inputs remain unchanged; + +47 +00:03:44,891 --> 00:03:52,034 +only required outputs return to shared storage; and failed jobs do not publish apparently complete results. + +48 +00:03:52,034 --> 00:03:59,231 +Repeatedly transferring or rebuilding the same immutable data wastes both network capacity and wall-clock time. + +49 +00:03:59,231 --> 00:04:05,469 +Suitable reusable objects include: Apptainer images; read-only reference genomes; annotation databases; aligner indexes; + +50 +00:04:05,469 --> 00:04:13,146 +model weights; software archives; and decompressed copies of compressed references when repeated local access justifies the + +51 +00:04:13,146 --> 00:04:13,626 +space. + +52 +00:04:13,626 --> 00:04:17,465 +A cache is not a substitute for provenance. + +53 +00:04:17,465 --> 00:04:23,223 +Every cached object must be tied to an immutable identity such as: + +54 +00:04:23,223 --> 00:04:28,981 +a cryptographic checksum; a container digest; an exact version; a versioned path; + +55 +00:04:28,981 --> 00:04:31,380 +or a workflow-managed content hash. + +56 +00:04:31,380 --> 00:04:37,618 +### Node-local cache pattern Use a stable cache directory separate from job-specific scratch: + +57 +00:04:37,618 --> 00:04:42,417 +The temporary file plus atomic rename prevents concurrent jobs from. + +58 +00:04:42,417 --> 00:04:48,108 +Start with Slurm accounting: Inside an active allocation, useful tools may include: + +59 +00:04:48,108 --> 00:04:53,800 +Interpretation: Use representative pilot data and change one variable at a time. + +60 +00:04:53,800 --> 00:05:00,330 +Use local scratch when: the tool creates many temporary files; the tool performs repeated random reads + +61 +00:05:00,330 --> 00:05:05,228 +or writes; the input will be reread many times during one job; + +62 +00:05:05,228 --> 00:05:11,758 +a temporary database or index is built per job; or local staging measurably reduces elapsed time + +63 +00:05:11,758 --> 00:05:12,983 +and shared-storage pressure. + +64 +00:05:12,983 --> 00:05:19,513 +Keep direct shared-storage streaming when: the tool performs one sequential pass; input is much larger than + +65 +00:05:19,513 --> 00:05:26,043 +local capacity; staging would duplicate most of the job's total I/O; several nodes must concurrently read + +66 +00:05:26,043 --> 00:05:32,166 +one durable source; or RCC policy identifies the storage tier as suitable for that pattern. + diff --git a/captions/RCC_Onboarding_Class_13_Captions.srt b/captions/RCC_Onboarding_Class_13_Captions.srt new file mode 100644 index 0000000..31a5aee --- /dev/null +++ b/captions/RCC_Onboarding_Class_13_Captions.srt @@ -0,0 +1,224 @@ +1 +00:00:00,000 --> 00:00:03,491 +Welcome to Class 13: RCC storage architecture. + +2 +00:00:03,491 --> 00:00:07,980 +This video introduces the core decisions and working patterns. + +3 +00:00:07,980 --> 00:00:14,963 +Watch the complete lesson first, then use the written class page for copyable commands, + +4 +00:00:14,963 --> 00:00:17,456 +exercises, and detailed reference material. + +5 +00:00:17,456 --> 00:00:23,836 +After this class, you should be able to: describe the roles of Redis, + +6 +00:00:23,836 --> 00:00:31,688 +MinIO, and the JuiceFS client; distinguish metadata traffic from file-content traffic; explain why small-file workloads differ + +7 +00:00:31,688 --> 00:00:39,049 +from large streaming workloads; understand the RCC 100 Gb/s server and 10 Gb/s client topology; + +8 +00:00:39,049 --> 00:00:45,428 +explain client and container caching; and choose appropriate I/O patterns for scientific workflows. + +9 +00:00:45,428 --> 00:00:51,439 +Redis stores information such as: paths and directory entries; ownership and permissions; + +10 +00:00:51,439 --> 00:00:58,952 +file sizes and timestamps; inode-like identifiers; object mappings; locks and coordination state; and filesystem bookkeeping. + +11 +00:00:58,952 --> 00:01:06,966 +Operations such as stat, ls, open, rename, mkdir, and unlink may transfer almost no file content + +12 +00:01:06,966 --> 00:01:09,470 +while still generating metadata requests. + +13 +00:01:09,470 --> 00:01:17,484 +This makes workloads with hundreds of thousands of files fundamentally different from workloads containing a few + +14 +00:01:17,484 --> 00:01:18,486 +large files. + +15 +00:01:18,486 --> 00:01:22,994 +Increasing S3 bandwidth does not remove a metadata bottleneck. + +16 +00:01:22,994 --> 00:01:28,637 +MinIO provides the S3-compatible object-storage layer used for durable file contents. + +17 +00:01:28,637 --> 00:01:36,846 +Object storage is effective for: large objects; sequential reads and writes; durable replicated or erasure-coded storage; + +18 +00:01:36,846 --> 00:01:40,951 +checksummed content; and aggregate access from many clients. + +19 +00:01:40,951 --> 00:01:46,594 +The JuiceFS client translates filesystem reads and writes into object operations. + +20 +00:01:46,594 --> 00:01:49,673 +Large streaming transfers amortize request overhead. + +21 +00:01:49,673 --> 00:01:56,855 +Tiny, scattered reads and writes can generate many requests for relatively little useful data. + +22 +00:01:56,855 --> 00:02:01,929 +Storage and backend servers have connectivity of up to 100 Gb/s. + +23 +00:02:01,929 --> 00:02:05,157 +Typical compute clients have 10 Gb/s links. + +24 +00:02:05,157 --> 00:02:08,847 +The 100 Gb/s server side is aggregate capacity. + +25 +00:02:08,847 --> 00:02:13,459 +It does not provide 100 Gb/s to one compute node. + +26 +00:02:13,459 --> 00:02:20,838 +Ten clients each attempting to sustain 10 Gb/s can already approach the nominal capacity of one + +27 +00:02:20,838 --> 00:02:22,683 +100 Gb/s backend link. + +28 +00:02:22,683 --> 00:02:28,679 +Actual useful throughput is lower because of: protocol overhead; request latency; metadata operations; + +29 +00:02:28,679 --> 00:02:32,830 +contention; checksums and encryption; filesystem translation; and application processing. + +30 +00:02:32,830 --> 00:02:39,748 +Random and small-file workloads often do not fill a 10 Gb/s link with useful data. + +31 +00:02:39,748 --> 00:02:44,821 +They spend their time waiting for network round trips and metadata. + +32 +00:02:44,821 --> 00:02:52,415 +Large compressed FASTQ, BAM, CRAM, archives, and model files generally support efficient streaming and readahead. + +33 +00:02:52,415 --> 00:02:58,490 +Many small files require repeated: path lookups; permission checks; opens and closes; + +34 +00:02:58,490 --> 00:03:03,046 +metadata updates; object requests; directory updates; and cache bookkeeping. + +35 +00:03:03,046 --> 00:03:11,146 +Twenty gigabytes stored in 500,000 files can therefore perform much worse than one 20 GB archive. + +36 +00:03:11,146 --> 00:03:18,234 +Conda environments are a common example: startup may require opening thousands of small files. + +37 +00:03:18,234 --> 00:03:26,334 +This is one reason RCC prefers Apptainer images over Conda environments stored on shared network filesystems. + +38 +00:03:26,334 --> 00:03:32,654 +The JuiceFS client may cache active data in memory and on node-local disk. + +39 +00:03:32,654 --> 00:03:39,460 +A cache hit avoids another object download: A cache miss uses the complete path: + +40 +00:03:39,460 --> 00:03:45,780 +Caching helps when stable data is reused, for example: Apptainer images; reference genomes; + +41 +00:03:45,780 --> 00:03:50,642 +aligner indexes; annotation databases; model weights; and read-only database snapshots. + +42 +00:03:50,642 --> 00:03:55,989 +Cache entries should be identified by immutable version, digest, or checksum. + +43 +00:03:55,989 --> 00:04:00,365 +Mutable names such as latest.sif are unsafe cache identities. + +44 +00:04:00,365 --> 00:04:07,753 +A parent job that stages data or warms a cache on one node should not submit + +45 +00:04:07,753 --> 00:04:14,218 +child jobs that may run elsewhere: Nested submission destroys locality and can create repeated: + +46 +00:04:14,218 --> 00:04:20,220 +S3 downloads; Redis metadata traffic; 10 Gb/s client-link use; container transfers; reference-index transfers; + +47 +00:04:20,220 --> 00:04:22,067 +and synchronized backend load. + +48 +00:04:22,067 --> 00:04:28,994 +Use job arrays, explicit Slurm dependencies, or Snakemake's Slurm executor from an approved submission host. + +49 +00:04:28,994 --> 00:04:33,612 +Each compute job should receive a complete unit of work. + +50 +00:04:33,612 --> 00:04:40,696 +When reporting a problem, provide the Slurm job ID, node, path, approximate file count, + +51 +00:04:40,696 --> 00:04:46,262 +total size, read/write pattern, and whether local staging changes the result. + +52 +00:04:46,262 --> 00:04:48,792 +Do not include patient identifiers. + +53 +00:04:48,792 --> 00:04:55,338 +Given one streaming workload and one small-file or random-I/O workload, trace the likely metadata, + +54 +00:04:55,338 --> 00:04:57,676 +object-storage, network, and cache paths. + +55 +00:04:57,676 --> 00:05:03,286 +State which data should remain durable, which work should use job-local scratch, + +56 +00:05:03,286 --> 00:05:07,027 +and what you would measure before changing resources. + diff --git a/captions/RCC_Onboarding_Class_14_Captions.srt b/captions/RCC_Onboarding_Class_14_Captions.srt new file mode 100644 index 0000000..db14955 --- /dev/null +++ b/captions/RCC_Onboarding_Class_14_Captions.srt @@ -0,0 +1,208 @@ +1 +00:00:00,000 --> 00:00:05,150 +Welcome to Class 14: from instrument to analysis for wet-lab teams. + +2 +00:00:05,150 --> 00:00:09,363 +This video introduces the core decisions and working patterns. + +3 +00:00:09,363 --> 00:00:15,917 +Watch the complete lesson first, then use the written class page for copyable commands, + +4 +00:00:15,917 --> 00:00:18,257 +exercises, and detailed reference material. + +5 +00:00:18,257 --> 00:00:25,381 +After this course, you should be able to: distinguish an instrument-control computer from storage and compute + +6 +00:00:25,381 --> 00:00:32,504 +systems; explain how the Lab network limits Internet exposure while preserving approved server and proxy-based update + +7 +00:00:32,504 --> 00:00:38,291 +access; choose among browser upload, SFTP, mounted storage, server-to-server transfer, and automated ingestion; + +8 +00:00:38,291 --> 00:00:44,079 +estimate whether a dataset is difficult because of size, file count, or both; + +9 +00:00:44,079 --> 00:00:51,202 +verify a transfer before deleting the source; explain why analysis should not run on an instrument-control + +10 +00:00:51,202 --> 00:00:58,325 +computer; identify which data may be placed on RCC; place instrument data in an approved RCC + +11 +00:00:58,325 --> 00:01:05,003 +project rather than a user's home directory; recognize and replace a saved Windows or macOS. + +12 +00:01:05,003 --> 00:01:10,562 +### Instrument-control computer This system operates the sequencer, mass spectrometer, or microscope. + +13 +00:01:10,562 --> 00:01:17,047 +Its priorities are stable acquisition, vendor support, enough local space for the current run, + +14 +00:01:17,047 --> 00:01:18,900 +and minimal software change. + +15 +00:01:18,900 --> 00:01:26,312 +Do not use it as a general-purpose analysis workstation unless the instrument facility explicitly supports that + +16 +00:01:26,312 --> 00:01:26,776 +use. + +17 +00:01:26,776 --> 00:01:32,335 +Where suitable, ask RCC whether the device can join the Lab network. + +18 +00:01:32,335 --> 00:01:37,894 +Do not connect it yourself or guess network, server, or proxy settings. + +19 +00:01:37,894 --> 00:01:44,379 +RCC must first review the owner, software and update requirements, required direct server endpoints, + +20 +00:01:44,379 --> 00:01:48,085 +vendor remote-support needs, data flow, and destination project. + +21 +00:01:48,085 --> 00:01:53,644 +The Lab network is not an Internet connection with extra firewall rules.. + +22 +00:01:53,644 --> 00:01:58,224 +At every transition, somebody must know who owns the next step. + +23 +00:01:58,224 --> 00:02:03,637 +This is the target lifecycle for data using the planned RCC-to-Coscine archive service. + +24 +00:02:03,637 --> 00:02:10,299 +Coscine eligibility and the transfer route must still be confirmed for the specific project before real + +25 +00:02:10,299 --> 00:02:11,132 +data moves. + +26 +00:02:11,132 --> 00:02:17,794 +### The RCC landing point is a project, not a home directory Instrument data must land + +27 +00:02:17,794 --> 00:02:20,292 +in the approved RCC project area. + +28 +00:02:20,292 --> 00:02:26,954 +A user's home directory is for personal configuration, small source files, and individual working material—not authoritative + +29 +00:02:26,954 --> 00:02:29,452 +research data or shared instrument output. + +30 +00:02:29,452 --> 00:02:36,114 +This separation matters for governance and legal compliance: a project connects the data to an approved + +31 +00:02:36,114 --> 00:02:37,364 +purpose, accountable owner. + +32 +00:02:37,364 --> 00:02:45,998 +Record: project and responsible researcher; facility and instrument; run identifier; sample identifiers without direct patient identifiers; + +33 +00:02:45,998 --> 00:02:53,014 +expected output size and file count; source directory and destination project; required analysis; + +34 +00:02:53,014 --> 00:02:57,332 +retention requirements; person responsible for confirming the transfer. + +35 +00:02:57,332 --> 00:03:04,348 +Use a directory name such as: Do not place patient names, birth dates, + +36 +00:03:04,348 --> 00:03:08,125 +hospital numbers, or similar fields in filenames. + +37 +00:03:08,125 --> 00:03:13,543 +Mounted storage is convenient but is not the preferred path for instrument datasets. + +38 +00:03:13,543 --> 00:03:21,474 +A 500 GB dataset in five files can be easier to move than a 50 GB + +39 +00:03:21,474 --> 00:03:23,457 +dataset in 500,000 files. + +40 +00:03:23,457 --> 00:03:31,388 +Record total bytes, file count, largest file, directory depth, and whether files are still being written. + +41 +00:03:31,388 --> 00:03:39,319 +Microscopy and mass-spectrometry workflows often create preview images, indexes, sidecars, databases, tiles, channels, or time-point files. + +42 +00:03:39,319 --> 00:03:46,755 +Do not copy a live acquisition directory unless the facility has a tested ingestion process. + +43 +00:03:46,755 --> 00:03:54,734 +RCC is appropriate for reproducible batch processing, many samples or images, CPU parallelism, + +44 +00:03:54,734 --> 00:04:02,099 +GPU acceleration, large memory, containers, automated quality control, and durable project-level results. + +45 +00:04:02,099 --> 00:04:10,692 +RCC is not automatically appropriate for live instrument control, diagnostic workflows, unsupported vendor databases, + +46 +00:04:10,692 --> 00:04:14,375 +or data with primary identifying fields. + +47 +00:04:14,375 --> 00:04:22,118 +The manifest should record relative path, size, role, sample ID, format, and creation time. + +48 +00:04:22,118 --> 00:04:25,989 +Generate checksums only after acquisition is complete: + +49 +00:04:25,989 --> 00:04:31,299 +Verify that: the destination exists; file count matches; total size is plausible; + +50 +00:04:31,299 --> 00:04:37,493 +checksums match where practical; completion markers exist; key files open in the correct software; + +51 +00:04:37,493 --> 00:04:43,687 +permissions allow the project team to read the data; source and destination are recorded. + +52 +00:04:43,687 --> 00:04:48,554 +Only then should deletion be considered under the facility retention policy. + diff --git a/captions/RCC_Onboarding_Class_15_Captions.srt b/captions/RCC_Onboarding_Class_15_Captions.srt new file mode 100644 index 0000000..fbbc5ad --- /dev/null +++ b/captions/RCC_Onboarding_Class_15_Captions.srt @@ -0,0 +1,292 @@ +1 +00:00:00,000 --> 00:00:04,277 +Welcome to Class 15: manage the research data lifecycle. + +2 +00:00:04,277 --> 00:00:08,554 +This video introduces the core decisions and working patterns. + +3 +00:00:08,554 --> 00:00:15,208 +Watch the complete lesson first, then use the written class page for copyable commands, + +4 +00:00:15,208 --> 00:00:17,584 +exercises, and detailed reference material. + +5 +00:00:17,584 --> 00:00:24,430 +After this class, you should be able to: identify the lifecycle stage of a dataset; + +6 +00:00:24,430 --> 00:00:31,733 +explain why instrument and research data belongs to an approved project and not a user's home + +7 +00:00:31,733 --> 00:00:37,666 +directory; distinguish authoritative data, reproducible intermediates, durable results, records, and disposable temporary files; + +8 +00:00:37,666 --> 00:00:44,969 +assign an owner, retention basis, access model, and review date; prepare data and metadata for reuse + +9 +00:00:44,969 --> 00:00:52,271 +or archiving; explain when Coscine may be an appropriate archive option; follow the planned RCC-project-to-Coscine flow + +10 +00:00:52,271 --> 00:00:59,574 +without treating it as a live self-service transfer; and require verification and acceptance before removing an + +11 +00:00:59,574 --> 00:01:00,486 +RCC copy. + +12 +00:01:00,486 --> 00:01:03,779 +The arrows are not a one-way conveyor belt. + +13 +00:01:03,779 --> 00:01:07,071 +Published data may be reused and analysed again. + +14 +00:01:07,071 --> 00:01:10,364 +An archived dataset may need a controlled correction. + +15 +00:01:10,364 --> 00:01:16,538 +A retention decision may change when consent, law, contracts, funder rules, or scientific value change. + +16 +00:01:16,538 --> 00:01:22,299 +At every stage, record: the accountable project owner; the approved purpose and governance basis; + +17 +00:01:22,299 --> 00:01:28,885 +where the authoritative copy lives; who may access it; the metadata and provenance needed to interpret + +18 +00:01:28,885 --> 00:01:35,058 +it; the retention period or review date; and the event that permits archival or deletion. + +19 +00:01:35,058 --> 00:01:40,820 +For this course, Coscine is the planned endpoint for an eligible retained archive set. + +20 +00:01:40,820 --> 00:01:43,701 +It is not the destination for every. + +21 +00:01:43,701 --> 00:01:46,746 +File age alone is not a classification. + +22 +00:01:46,746 --> 00:01:51,967 +A large old raw dataset may still be the authoritative scientific record, + +23 +00:01:51,967 --> 00:01:55,882 +while yesterday's multi-terabyte scratch directory may already be disposable. + +24 +00:01:55,882 --> 00:02:00,979 +RCC project storage supports active, governed computation and durable project results. + +25 +00:02:00,979 --> 00:02:03,760 +Job-local storage supports temporary high-I/O work. + +26 +00:02:03,760 --> 00:02:07,003 +A publication repository supports a released dataset. + +27 +00:02:07,003 --> 00:02:12,101 +An archive supports retained data that is no longer actively changing. + +28 +00:02:12,101 --> 00:02:19,515 +### Why project data must not live in a user's home directory A home directory is + +29 +00:02:19,515 --> 00:02:21,832 +attached to an individual account. + +30 +00:02:21,832 --> 00:02:27,857 +It is suitable for personal configuration, small source files, and limited working material. + +31 +00:02:27,857 --> 00:02:34,344 +It must not become the authoritative landing area for instrument output, shared research input, + +32 +00:02:34,344 --> 00:02:35,734 +or durable results. + +33 +00:02:35,734 --> 00:02:43,149 +From a governance and legal-compliance perspective, approved project storage: ties processing to the project's documented purpose, + +34 +00:02:43,149 --> 00:02:44,539 +responsible owner, and. + +35 +00:02:44,539 --> 00:02:50,776 +Select data intentionally rather than copying an entire project tree by default. + +36 +00:02:50,776 --> 00:02:58,051 +A reviewable package should include: The manifest should record at least the relative path, + +37 +00:02:58,051 --> 00:03:04,807 +byte size, checksum, data class, source, format, responsible owner, access class, retention basis, + +38 +00:03:04,807 --> 00:03:07,406 +and relationship to other files. + +39 +00:03:07,406 --> 00:03:13,122 +Use meaningful metadata that remains useful after current team members leave. + +40 +00:03:13,122 --> 00:03:19,878 +Do not place secrets, credentials, direct identifiers, or re-identification keys in README files, + +41 +00:03:19,878 --> 00:03:22,997 +manifests, filenames, or general metadata fields. + +42 +00:03:22,997 --> 00:03:29,194 +Coscine is a research-data management platform that can associate project data with structured metadata. + +43 +00:03:29,194 --> 00:03:36,277 +Its available resource types do not all retain the same thing: some can hold data and + +44 +00:03:36,277 --> 00:03:41,146 +metadata, while others represent or retain metadata about data held elsewhere. + +45 +00:03:41,146 --> 00:03:47,786 +Confirm the selected resource type, allocation, protection level, retention period, and institutional approval before transfer. + +46 +00:03:47,786 --> 00:03:54,869 +Coscine is the planned final lifecycle point for an eligible completed or stable research dataset that + +47 +00:03:54,869 --> 00:04:00,624 +needs: an accountable project and membership model; descriptive metadata for discovery and reuse; + +48 +00:04:00,624 --> 00:04:07,707 +a stable retained package rather than active RCC computation; and an archive period supported by the + +49 +00:04:07,707 --> 00:04:09,035 +selected Coscine resource. + +50 +00:04:09,035 --> 00:04:09,477 +It. + +51 +00:04:09,477 --> 00:04:13,250 +A successful command or upload is not archive acceptance. + +52 +00:04:13,250 --> 00:04:19,956 +Before changing or removing the RCC source, record evidence that: the intended archive set was frozen; + +53 +00:04:19,956 --> 00:04:26,662 +file count, total bytes, and checksums match; metadata is complete enough for an independent project member; + +54 +00:04:26,662 --> 00:04:33,368 +the destination resource contains data as well as metadata when required; access has been tested by + +55 +00:04:33,368 --> 00:04:40,074 +an authorised person; retention and archive state are recorded; the project owner and archive owner accepted + +56 +00:04:40,074 --> 00:04:45,104 +the transfer; and the RCC retention or deletion action was separately approved. + +57 +00:04:45,104 --> 00:04:51,810 +When any check fails, preserve the RCC copy, record the failure, and resume from a known + +58 +00:04:51,810 --> 00:04:52,229 +state. + +59 +00:04:52,229 --> 00:04:53,487 +Do not repeatedly. + +60 +00:04:53,487 --> 00:04:59,187 +Set a review date even when the archive has a defined retention period. + +61 +00:04:59,187 --> 00:05:04,888 +Review: ownership and contact continuity; access membership; consent, legal, contractual, and funder obligations; + +62 +00:05:04,888 --> 00:05:11,904 +whether formats and documentation remain usable; whether a persistent identifier or publication link is still correct; + +63 +00:05:11,904 --> 00:05:18,920 +whether the data remains in scope for the selected archive; and what must happen at the + +64 +00:05:18,920 --> 00:05:20,235 +end of retention. + +65 +00:05:20,235 --> 00:05:23,305 +Record deletion as an accountable lifecycle event. + +66 +00:05:23,305 --> 00:05:29,443 +The record should identify what was removed, under whose authority, when, from which locations, + +67 +00:05:29,443 --> 00:05:32,513 +and which retained or published copies remain. + +68 +00:05:32,513 --> 00:05:38,543 +Produce a synthetic lifecycle and archive plan that identifies the data classes, + +69 +00:05:38,543 --> 00:05:44,573 +authoritative copy, owner, governance basis, retention decision, metadata, verification evidence, destination acceptance, + +70 +00:05:44,573 --> 00:05:47,086 +and permitted RCC cleanup action. + +71 +00:05:47,086 --> 00:05:54,121 +The plan must trace instrument data through project storage and job-local analysis to Coscine, + +72 +00:05:54,121 --> 00:06:02,161 +explain why home storage is excluded, and state that the RCC-to-Coscine flow is planned and requires + +73 +00:06:02,161 --> 00:06:03,166 +service confirmation. + diff --git a/captions/RCC_Onboarding_Class_5_Captions.srt b/captions/RCC_Onboarding_Class_5_Captions.srt new file mode 100644 index 0000000..a3fc709 --- /dev/null +++ b/captions/RCC_Onboarding_Class_5_Captions.srt @@ -0,0 +1,108 @@ +1 +00:00:00,000 --> 00:00:03,410 +Welcome to Class 5: Slurm acceptance patterns. + +2 +00:00:03,410 --> 00:00:07,794 +This video introduces the core decisions and working patterns. + +3 +00:00:07,794 --> 00:00:14,614 +Watch the complete lesson first, then use the written class page for copyable commands, + +4 +00:00:14,614 --> 00:00:17,050 +exercises, and detailed reference material. + +5 +00:00:17,050 --> 00:00:23,993 +GPU work follows the same principle: request the current GPU partition in a batch job and + +6 +00:00:23,993 --> 00:00:27,031 +keep interactive GPU exploration attended and bounded. + +7 +00:00:27,031 --> 00:00:32,553 +The following screenshot was captured from the RCC scheduler on 25 July 2026. + +8 +00:00:32,553 --> 00:00:38,500 +It shows what sinfo looks like, but the available nodes and partitions can change. + +9 +00:00:38,500 --> 00:00:41,474 +Run sinfo yourself before choosing a partition. + +10 +00:00:41,474 --> 00:00:46,572 +A minimal batch script is: Slurm normally allocates the requested CPU, memory, + +11 +00:00:46,572 --> 00:00:49,546 +GPU, and time on a suitable node. + +12 +00:00:49,546 --> 00:00:53,794 +It does not give the job an exclusive whole node. + +13 +00:00:53,794 --> 00:01:00,591 +Ordinary jobs should not add --nodes or --exclusive; request whole or multiple nodes only for a + +14 +00:01:00,591 --> 00:01:03,140 +measured application designed to use them. + +15 +00:01:03,140 --> 00:01:09,736 +The first job verifies scheduling, environment capture, output handling and exact comparison. + +16 +00:01:09,736 --> 00:01:13,742 +The second job runs a minimal local Snakemake workflow. + +17 +00:01:13,742 --> 00:01:17,749 +It does not download packages or contact external services. + +18 +00:01:17,749 --> 00:01:22,386 +The third job uses an instructor-provided, immutable training image: + +19 +00:01:22,386 --> 00:01:27,492 +The gate: submits only one job at a time; uses one CPU, + +20 +00:01:27,492 --> 00:01:34,302 +128 MiB RAM and a two-minute limit; refuses job arrays; refuses to run when another learner + +21 +00:01:34,302 --> 00:01:39,409 +gate is active for the same user; waits for a bounded period; + +22 +00:01:39,409 --> 00:01:46,218 +compares output byte-for-byte; cleans only its own temporary directory; does not enumerate nodes or expose scheduler + +23 +00:01:46,218 --> 00:01:46,643 +configuration. + +24 +00:01:46,643 --> 00:01:52,434 +A passing class gate shows that your account can execute the pattern. + +25 +00:01:52,434 --> 00:01:59,672 +It is not a cluster-wide health test and must not be expanded into host-by-host probing. + +26 +00:01:59,672 --> 00:02:06,428 +Reference companion: After completing the bounded gates, use the Slurm command reference for dependencies, + +27 +00:02:06,428 --> 00:02:10,289 +reusable allocations, GPU requests, accounting, cancellation, and checkpointing. + diff --git a/captions/RCC_Onboarding_Class_6_Captions.srt b/captions/RCC_Onboarding_Class_6_Captions.srt new file mode 100644 index 0000000..d359be1 --- /dev/null +++ b/captions/RCC_Onboarding_Class_6_Captions.srt @@ -0,0 +1,204 @@ +1 +00:00:00,000 --> 00:00:03,433 +Welcome to Class 6: protected project websites. + +2 +00:00:03,433 --> 00:00:07,847 +This video introduces the core decisions and working patterns. + +3 +00:00:07,847 --> 00:00:14,714 +Watch the complete lesson first, then use the written class page for copyable commands, + +4 +00:00:14,714 --> 00:00:17,166 +exercises, and detailed reference material. + +5 +00:00:17,166 --> 00:00:23,650 +By the end of this class, you should be able to: decide whether a project idea + +6 +00:00:23,650 --> 00:00:30,133 +belongs on the governed vhost platform; distinguish a static information site from an active project application; + +7 +00:00:30,133 --> 00:00:36,617 +explain what RCC provides and what the project application must provide; use the copyable example without + +8 +00:00:36,617 --> 00:00:43,101 +creating local accounts or exposing storage paths; prepare a complete vhost request for project-lead and administrator + +9 +00:00:43,101 --> 00:00:48,369 +review; recognize when computation belongs in Slurm rather than in a web request. + +10 +00:00:48,369 --> 00:00:53,780 +Good candidates include: project documentation and study information; read-only dashboards and reports; + +11 +00:00:53,780 --> 00:00:59,643 +search or query interfaces over an approved internal database; curated collections of reports, + +12 +00:00:59,643 --> 00:01:05,506 +images or result files; small project tools used by an identified project group; + +13 +00:01:05,506 --> 00:01:10,466 +bounded forms or upload workflows with a defined destination and owner. + +14 +00:01:10,466 --> 00:01:17,682 +A vhost is particularly useful when medical professionals or biomedical researchers need a browser-based interface and + +15 +00:01:17,682 --> 00:01:21,290 +should not be expected to install command-line tools. + +16 +00:01:21,290 --> 00:01:28,696 +Inside the hospital network, an active project application can use the low-friction RCC username/password or passkey + +17 +00:01:28,696 --> 00:01:29,159 +flow. + +18 +00:01:29,159 --> 00:01:32,862 +Outside the hospital, the gateway requires stronger authentication. + +19 +00:01:32,862 --> 00:01:40,267 +Informational static sites may be available without login inside the hospital, but active applications always require + +20 +00:01:40,267 --> 00:01:41,656 +an individual identity. + +21 +00:01:41,656 --> 00:01:46,285 +The backend application is not directly reachable by ordinary users. + +22 +00:01:46,285 --> 00:01:53,691 +This is important: the trusted identity information is meaningful only when it arrives through the RCC + +23 +00:01:53,691 --> 00:01:54,154 +gateway. + +24 +00:01:54,154 --> 00:02:01,024 +Junior developers are not expected to administer the authentication gateway, integrity checker or detection systems. + +25 +00:02:01,024 --> 00:02:06,979 +They are expected to follow the application contract and keep their software maintainable. + +26 +00:02:06,979 --> 00:02:13,408 +### Database-backed interface Prefer a dedicated application account with access to approved views or tables. + +27 +00:02:13,408 --> 00:02:17,695 +A read-only dashboard should not receive write or administration privileges. + +28 +00:02:17,695 --> 00:02:24,553 +### Curated file collection Store a catalogue that maps an opaque identifier to an approved file. + +29 +00:02:24,553 --> 00:02:28,411 +The browser supplies the identifier, not a filesystem path. + +30 +00:02:28,411 --> 00:02:32,697 +The application checks project membership again before returning the file. + +31 +00:02:32,697 --> 00:02:38,269 +### Computational result portal The website may collect bounded parameters and display results, + +32 +00:02:38,269 --> 00:02:42,984 +but substantial processing should be handled asynchronously through an approved workflow. + +33 +00:02:42,984 --> 00:02:48,557 +Do not keep a browser request open while a large scientific analysis runs. + +34 +00:02:48,557 --> 00:02:51,986 +### Upload workflow Use a staging directory, server-generated. + +35 +00:02:51,986 --> 00:02:58,290 +A project lead describes the purpose, users, data type and required application pattern. + +36 +00:02:58,290 --> 00:03:03,624 +RCC Admin selects the fixed security recipe that matches the function. + +37 +00:03:03,624 --> 00:03:08,473 +A different administrator reviews the request and its data boundaries. + +38 +00:03:08,473 --> 00:03:11,867 +An operator reviews the generated Git change. + +39 +00:03:11,867 --> 00:03:15,746 +Deployment, local health checks and access tests run. + +40 +00:03:15,746 --> 00:03:22,050 +The project owner periodically confirms that the site is still needed and maintained. + +41 +00:03:22,050 --> 00:03:26,414 +Developers describe required functions, upstream service and data dependencies. + +42 +00:03:26,414 --> 00:03:32,233 +They cannot disable authentication, integrity monitoring, logging, request limits or gateway-only access. + +43 +00:03:32,233 --> 00:03:38,687 +The example demonstrates: trusted identity handling; project-group checks; a read-only database query; + +44 +00:03:38,687 --> 00:03:45,678 +curated downloads using opaque identifiers; safe failure for direct clients and invalid requests. + +45 +00:03:45,678 --> 00:03:50,519 +Local demonstration mode accepts synthetic headers only from loopback. + +46 +00:03:50,519 --> 00:03:55,897 +Production must use the governed RCC gateway and deployment workflow. + +47 +00:03:55,897 --> 00:04:02,508 +You have completed this class when: all example unit tests pass; you can explain which of + +48 +00:04:02,508 --> 00:04:09,119 +the four site patterns fits your project; the app refuses direct clients and missing project membership; + +49 +00:04:09,119 --> 00:04:14,904 +no filesystem path is accepted from the URL; the request template names an owner, + +50 +00:04:14,904 --> 00:04:21,516 +project, data classification, application pattern, data dependency and review date; you can identify any heavy computation + +51 +00:04:21,516 --> 00:04:23,582 +that must move to Slurm. + diff --git a/captions/RCC_Onboarding_Class_7_Captions.srt b/captions/RCC_Onboarding_Class_7_Captions.srt new file mode 100644 index 0000000..96b6c1e --- /dev/null +++ b/captions/RCC_Onboarding_Class_7_Captions.srt @@ -0,0 +1,188 @@ +1 +00:00:00,000 --> 00:00:04,291 +Welcome to Class 7: Python notebooks for large datasets. + +2 +00:00:04,291 --> 00:00:08,583 +This video introduces the core decisions and working patterns. + +3 +00:00:08,583 --> 00:00:15,258 +Watch the complete lesson first, then use the written class page for copyable commands, + +4 +00:00:15,258 --> 00:00:17,642 +exercises, and detailed reference material. + +5 +00:00:17,642 --> 00:00:23,593 +After this class, you can: start JupyterLab only inside a Slurm allocation; + +6 +00:00:23,593 --> 00:00:29,543 +tunnel the notebook to your workstation without exposing it to the network; + +7 +00:00:29,543 --> 00:00:35,990 +inspect a large dataset by sampling and summarising instead of loading everything blindly; + +8 +00:00:35,990 --> 00:00:42,437 +choose between pandas, Polars, DuckDB, Arrow, NumPy, SciPy, and Matplotlib; distinguish descriptive analysis, + +9 +00:00:42,437 --> 00:00:50,371 +statistical modeling, machine-learning training, validation, and inference; measure memory and runtime; move expensive work from a + +10 +00:00:50,371 --> 00:00:53,346 +notebook into a Slurm batch script. + +11 +00:00:53,346 --> 00:00:56,270 +A notebook kernel is a normal process. + +12 +00:00:56,270 --> 00:01:00,865 +It consumes CPU, memory, local scratch space, and sometimes a GPU. + +13 +00:01:00,865 --> 00:01:06,295 +Therefore, on RCC it must run under Slurm: Read the job output file. + +14 +00:01:06,295 --> 00:01:11,307 +It shows the worker, the selected loopback port, and the tunnel command. + +15 +00:01:11,307 --> 00:01:15,067 +Open only the local address shown by the tunnel. + +16 +00:01:15,067 --> 00:01:21,332 +Do not bind a notebook to a public interface and do not disable the token. + +17 +00:01:21,332 --> 00:01:28,015 +The connection sequence is always: submit the Jupyter job; wait for the job to report its + +18 +00:01:28,015 --> 00:01:33,445 +worker, loopback port, token, and tunnel; run that tunnel command on your workstation; + +19 +00:01:33,445 --> 00:01:37,205 +open the local 127.0.0.1 address; stop the Slurm job. + +20 +00:01:37,205 --> 00:01:43,581 +Use this sequence before writing a full analysis: Describe the question in one sentence. + +21 +00:01:43,581 --> 00:01:46,314 +Inspect the file size and format. + +22 +00:01:46,314 --> 00:01:50,869 +Load a small sample or a small set of columns. + +23 +00:01:50,869 --> 00:01:52,691 +Summarise groups before plotting. + +24 +00:01:52,691 --> 00:01:54,058 +Check memory use. + +25 +00:01:54,058 --> 00:01:56,335 +Save a small reproducible notebook. + +26 +00:01:56,335 --> 00:01:59,523 +Move full-scale work into a Slurm script. + +27 +00:01:59,523 --> 00:02:03,167 +For tabular data, prefer columnar or chunked access. + +28 +00:02:03,167 --> 00:02:06,811 +CSV is portable, but slow for repeated analysis. + +29 +00:02:06,811 --> 00:02:13,644 +Parquet, Arrow, DuckDB, or an indexed database table are usually better for repeated interactive work. + +30 +00:02:13,644 --> 00:02:22,782 +The course includes: examples/interactive-workflows/notebooks/python-large-data.ipynb examples/interactive-workflows/python/analysis.py examples/interactive-workflows/python/python.sbatch examples/interactive-workflows/python/environment.yml The notebooks use synthetic data so that you can + +31 +00:02:22,782 --> 00:02:23,924 +practice safely. + +32 +00:02:23,924 --> 00:02:33,062 +Their RiboSnake-inspired section builds a Bray--Curtis PCoA and a ranked waterfall plot in both Python and + +33 +00:02:33,062 --> 00:02:33,634 +R. + +34 +00:02:33,634 --> 00:02:42,772 +Run the cells to render the figures; committed notebook outputs stay empty so that results or + +35 +00:02:42,772 --> 00:02:46,199 +restricted data cannot be published accidentally. + +36 +00:02:46,199 --> 00:02:53,052 +The batch script shows the same idea as a scheduled Slurm job. + +37 +00:02:53,052 --> 00:02:58,549 +Do not paste patient identifiers, tokens, private keys, or passwords into notebooks. + +38 +00:02:58,549 --> 00:03:02,214 +Do not commit notebook outputs containing restricted data. + +39 +00:03:02,214 --> 00:03:07,253 +Keep notebooks small enough that another person can review the reasoning. + +40 +00:03:07,253 --> 00:03:09,543 +Put package versions in environment.yml. + +41 +00:03:09,543 --> 00:03:13,666 +Use project membership rather than sharing another user account. + +42 +00:03:13,666 --> 00:03:17,788 +Shut down the Slurm job when you are finished. + +43 +00:03:17,788 --> 00:03:24,278 +Run the local structure check before using the example on RCC: Then start one Jupyter job + +44 +00:03:24,278 --> 00:03:29,551 +and confirm three things: The job output says the notebook binds to 127.0.0.1. + +45 +00:03:29,551 --> 00:03:32,391 +You can connect through the SSH tunnel. + +46 +00:03:32,391 --> 00:03:35,230 +You can stop the job with scancel. + +47 +00:03:35,230 --> 00:03:39,692 +Do not run more than one notebook job for this class. + diff --git a/captions/RCC_Onboarding_Class_8_Captions.srt b/captions/RCC_Onboarding_Class_8_Captions.srt new file mode 100644 index 0000000..1a88257 --- /dev/null +++ b/captions/RCC_Onboarding_Class_8_Captions.srt @@ -0,0 +1,124 @@ +1 +00:00:00,000 --> 00:00:04,218 +Welcome to Class 8: R notebooks and large-data analysis. + +2 +00:00:04,218 --> 00:00:08,436 +This video introduces the core decisions and working patterns. + +3 +00:00:08,436 --> 00:00:14,997 +Watch the complete lesson first, then use the written class page for copyable commands, + +4 +00:00:14,997 --> 00:00:17,340 +exercises, and detailed reference material. + +5 +00:00:17,340 --> 00:00:22,538 +After this class, you can: run R in a controlled Conda environment; + +6 +00:00:22,538 --> 00:00:28,168 +use an R kernel in JupyterLab when needed; analyse larger tables with data.table, + +7 +00:00:28,168 --> 00:00:34,665 +DuckDB, Arrow, and dplyr patterns; build figures with ggplot2; separate exploratory notebooks from batch analysis; + +8 +00:00:34,665 --> 00:00:38,996 +prepare R code that can be rerun by a colleague. + +9 +00:00:38,996 --> 00:00:45,648 +Start from the provided example: For an interactive R notebook, use the Jupyter example from Class + +10 +00:00:45,648 --> 00:00:46,064 +7. + +11 +00:00:46,064 --> 00:00:48,974 +The environment already includes an R kernel. + +12 +00:00:48,974 --> 00:00:53,056 +Do not begin by loading every file into memory. + +13 +00:00:53,056 --> 00:00:59,859 +First check: file size; number of columns; expected row count; whether the file is compressed; + +14 +00:00:59,859 --> 00:01:06,208 +whether the analysis needs all columns; whether the operation is streaming, grouped, or random-access. + +15 +00:01:06,208 --> 00:01:07,568 +Good starting points: + +16 +00:01:07,568 --> 00:01:13,751 +For teaching and small examples, the course uses Conda environments because they are easy to reproduce + +17 +00:01:13,751 --> 00:01:14,911 +in Slurm jobs. + +18 +00:01:14,911 --> 00:01:21,094 +For larger R projects, you may also use renv, but do not keep active package libraries + +19 +00:01:21,094 --> 00:01:24,572 +with many small files on shared storage while computing. + +20 +00:01:24,572 --> 00:01:28,823 +Restore packages into local job storage or use a reviewed container. + +21 +00:01:28,823 --> 00:01:42,836 +The course includes: examples/interactive-workflows/notebooks/r-large-data.ipynb examples/interactive-workflows/r/analysis.R examples/interactive-workflows/r/r.sbatch examples/interactive-workflows/r/environment.yml The notebook demonstrates group summaries and a sampled figure. + +22 +00:01:42,836 --> 00:01:51,594 +The batch example writes reproducible output into a results directory. + +23 +00:01:51,594 --> 00:01:55,821 +Request only the CPU and memory your script can use. + +24 +00:01:55,821 --> 00:01:59,203 +Keep raw data compressed where tools support it. + +25 +00:01:59,203 --> 00:02:03,007 +Avoid thousands of tiny temporary files on shared storage. + +26 +00:02:03,007 --> 00:02:05,543 +Use node-local scratch for intermediate output. + +27 +00:02:05,543 --> 00:02:09,770 +Save final tables and figures back to the project area. + +28 +00:02:09,770 --> 00:02:13,997 +Use sacct after completion to compare requested and observed memory. + +29 +00:02:13,997 --> 00:02:19,172 +Run: Then submit the R batch job once and verify that the result file was written. + +30 +00:02:19,172 --> 00:02:24,347 +The gate is complete when you can explain how the same code could be moved from + +31 +00:02:24,347 --> 00:02:26,288 +notebook exploration into the batch script. + diff --git a/captions/RCC_Onboarding_Class_9_Captions.srt b/captions/RCC_Onboarding_Class_9_Captions.srt new file mode 100644 index 0000000..540a7e4 --- /dev/null +++ b/captions/RCC_Onboarding_Class_9_Captions.srt @@ -0,0 +1,116 @@ +1 +00:00:00,000 --> 00:00:03,833 +Welcome to Class 9: Shiny applications on RCC. + +2 +00:00:03,833 --> 00:00:08,145 +This video introduces the core decisions and working patterns. + +3 +00:00:08,145 --> 00:00:14,852 +Watch the complete lesson first, then use the written class page for copyable commands, + +4 +00:00:14,852 --> 00:00:17,247 +exercises, and detailed reference material. + +5 +00:00:17,247 --> 00:00:23,100 +After this class, you can: run a small Shiny app inside a Slurm allocation; + +6 +00:00:23,100 --> 00:00:29,370 +explain why tunnelled development is different from production hosting; avoid direct exposure of project files; + +7 +00:00:29,370 --> 00:00:34,805 +design a Shiny app that uses curated data rather than browsing the filesystem; + +8 +00:00:34,805 --> 00:00:38,567 +prepare the information needed for a governed vhost request. + +9 +00:00:38,567 --> 00:00:44,081 +Copy the example: Read the job output and use the SSH tunnel shown there. + +10 +00:00:44,081 --> 00:00:47,625 +The Shiny process binds to 127.0.0.1 on the worker. + +11 +00:00:47,625 --> 00:00:49,988 +This is a development pattern only. + +12 +00:00:49,988 --> 00:00:56,290 +It is not a public service and it is not a replacement for the vhost process. + +13 +00:00:56,290 --> 00:01:02,662 +A production Shiny service needs: an identified project owner and technical contact; + +14 +00:01:02,662 --> 00:01:10,628 +authentication through the RCC gateway; project-group authorization; resource limits; application logs; a defined deployment version; + +15 +00:01:10,628 --> 00:01:15,407 +reviewed data access; a retirement date or review date. + +16 +00:01:15,407 --> 00:01:21,579 +A Shiny app should not receive a raw mount of an entire project directory. + +17 +00:01:21,579 --> 00:01:27,310 +Use one of these safer patterns: a read-only SQLite, DuckDB, or PostgreSQL view; + +18 +00:01:27,310 --> 00:01:33,482 +a curated result directory with approved files; opaque file IDs rather than user-supplied paths; + +19 +00:01:33,482 --> 00:01:37,009 +a separate upload staging area for write workflows. + +20 +00:01:37,009 --> 00:01:39,546 +Running Shiny on a login host. + +21 +00:01:39,546 --> 00:01:42,083 +Binding Shiny to every network interface. + +22 +00:01:42,083 --> 00:01:46,311 +Sharing the URL to a worker port without a tunnel. + +23 +00:01:46,311 --> 00:01:48,848 +Letting users type arbitrary filesystem paths. + +24 +00:01:48,848 --> 00:01:52,230 +Using a personal account as the application identity. + +25 +00:01:52,230 --> 00:01:56,881 +Skipping the vhost request because the demo worked for one person. + +26 +00:01:56,881 --> 00:02:01,189 +Run the local example validation: Then run the Shiny development job once, + +27 +00:02:01,189 --> 00:02:04,779 +open it through the tunnel, and stop it with scancel. + +28 +00:02:04,779 --> 00:02:10,523 +The class is complete when you can explain whether your app is a one-person development session + +29 +00:02:10,523 --> 00:02:12,318 +or a governed project service. + diff --git a/config/media-manifest.yml b/config/media-manifest.yml index 3eb0f62..7ed8874 100644 --- a/config/media-manifest.yml +++ b/config/media-manifest.yml @@ -1,6 +1,7 @@ publication: release_assets_or_institutional_media video_build: command: python3 build/build_videos.py + additional_classes_command: python3 build/build_course_videos.py visual_source: committed_reviewed_frames resolution: 1280x720 video_codec: h264 @@ -13,42 +14,125 @@ video_build: assets: - class: 1 video: RCC_Onboarding_Part_1_Video_Enhanced.mp4 + audio_channels: 2 duration_seconds: 486.225 - sha256: e7be9d0e98c5451dd381768a5c1687730f481ae7e5c8181dff801d61c5ba7c65 + sha256: 952a6dae9f6d07b330a60b828839e1474b6d8f7172c4f79228419915f15c0b26 captions: RCC_Onboarding_Part_1_Captions.srt slides: RCC_Onboarding_Part_1.pptx narration: RCC_Onboarding_Part_1_Narration.md review_status: rendered_and_automated_qa_complete - class: 2 video: RCC_Onboarding_Part_2_Video_Enhanced.mp4 + audio_channels: 2 duration_seconds: 517.300 - sha256: 8c2732222484bef0e0bef3aec01916c361a453652a445d324090ce520dbe486b + sha256: 84dafd82ba965c1b0370d6d73026c42909fdbeae08fe12d2378cc7cf19f89f24 captions: RCC_Onboarding_Part_2_Captions.srt slides: RCC_Onboarding_Part_2.pptx narration: RCC_Onboarding_Part_2_Narration.md review_status: rendered_and_automated_qa_complete - class: 3 video: RCC_Onboarding_Part_3_Video_Enhanced.mp4 + audio_channels: 2 duration_seconds: 635.441 - sha256: 89c429f3ecdf04f0382814b4fc6b4266d39faf7813ffbf875a22e8eadd24af28 + sha256: 0c74af895bcc591aecfb86381df229f9c04c2c8112e164ae3da2f7fffeb16053 captions: RCC_Onboarding_Part_3_Captions.srt slides: RCC_Onboarding_Part_3.pptx narration: RCC_Onboarding_Part_3_Narration.md review_status: rendered_and_automated_qa_complete - class: 4 video: RCC_Onboarding_Part_4_Video_Enhanced.mp4 + audio_channels: 2 duration_seconds: 542.272 - sha256: 3d12bfaaab28de47804958027d8fcc1dec84423368c44afa89d45a3f1c22a041 + sha256: 4263d9cb2259867327210f4e3ad8293729b1d047c1002336835bdaa2c233acff captions: RCC_Onboarding_Part_4_Captions.srt slides: RCC_Onboarding_Part_4.pptx narration: RCC_Onboarding_Part_4_Narration.md review_status: rendered_and_automated_qa_complete - class: 5 - narration: RCC_Onboarding_Class_5_Narration.md - video_status: narration_review - publication_target: 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RCC_Onboarding_Class_7_Video_Enhanced.mp4 + audio_channels: 2 + duration_seconds: 219.692 + sha256: 2fd16b24e1487fd5eeed636b0a5dc4e0229c06fb622dff10079c17085db735c8 + captions: RCC_Onboarding_Class_7_Captions.srt + narration: RCC_Onboarding_Class_7_Video_Narration.md + review_status: rendered_and_automated_qa_complete + - class: 8 + video: RCC_Onboarding_Class_8_Video_Enhanced.mp4 + audio_channels: 2 + duration_seconds: 146.288 + sha256: d07cccc5b0aa7935e0015101d56cdeef53bf4971a4d7b94d70f5f05b9a8e7ddf + captions: RCC_Onboarding_Class_8_Captions.srt + narration: RCC_Onboarding_Class_8_Video_Narration.md + review_status: rendered_and_automated_qa_complete + - class: 9 + video: RCC_Onboarding_Class_9_Video_Enhanced.mp4 + audio_channels: 2 + duration_seconds: 132.318 + sha256: a6180576d11963126099291835bf82dcf59b8eda9078fa8cc80afa4db6cf337f + captions: RCC_Onboarding_Class_9_Captions.srt + narration: RCC_Onboarding_Class_9_Video_Narration.md + review_status: 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RCC_Onboarding_Class_12_Video_Narration.md + review_status: rendered_and_automated_qa_complete + - class: 13 + video: RCC_Onboarding_Class_13_Video_Enhanced.mp4 + audio_channels: 2 + duration_seconds: 307.027 + sha256: f963ffcd688734c84d3da464b864cc3204c1b789b16e3fcc6e78144f773219d9 + captions: RCC_Onboarding_Class_13_Captions.srt + narration: RCC_Onboarding_Class_13_Video_Narration.md + review_status: rendered_and_automated_qa_complete + - class: 14 + video: RCC_Onboarding_Class_14_Video_Enhanced.mp4 + audio_channels: 2 + duration_seconds: 288.554 + sha256: 611d0aa6fee05f36dca5a4f42e1484e678719b3ae076d1efd6dfba42a0b6b5c4 + captions: RCC_Onboarding_Class_14_Captions.srt + narration: RCC_Onboarding_Class_14_Video_Narration.md + review_status: rendered_and_automated_qa_complete + - class: 15 + video: RCC_Onboarding_Class_15_Video_Enhanced.mp4 + audio_channels: 2 + duration_seconds: 363.166 + sha256: 69afde4f907ed57ee4bf43558b32bb48c63f9bf0976fdd64b495f8ba6b139dfa + captions: RCC_Onboarding_Class_15_Captions.srt + narration: RCC_Onboarding_Class_15_Video_Narration.md + review_status: rendered_and_automated_qa_complete diff --git a/docs/course/class-01-safe-access.md b/docs/course/class-01-safe-access.md index 90698f8..331c844 100644 --- a/docs/course/class-01-safe-access.md +++ b/docs/course/class-01-safe-access.md @@ -4,7 +4,7 @@

Recommended starting point · 8 min video

Watch the class first

Safe access, VS Code, file transfer, and your first Slurm job. Watch the complete lesson, then use the written page below for copyable commands, exercises, and reference details.

-

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