From e891b29028475fbbebb3a6b084cc627e9419e671 Mon Sep 17 00:00:00 2001 From: Florian Klessascheck Date: Mon, 14 Sep 2026 15:41:20 +0200 Subject: [PATCH] - added exercises 2 - 5 --- Folien/AISE502_Vorlesung_2_Folien.pdf | Bin 4174083 -> 4214869 bytes Folien/AISE502_Vorlesung_3_Folien.pdf | Bin 4198277 -> 4198991 bytes Folien/AISE502_Vorlesung_4_Folien.pdf | Bin 4202282 -> 4214648 bytes Folien/AISE502_Vorlesung_4_Folien.tex | 227 ++++++++++++++++++++++++-- Folien/AISE502_Vorlesung_5_Folien.pdf | Bin 4121689 -> 4167932 bytes Folien/AISE502_Vorlesung_5_Folien.tex | 162 +++++++++++++++++- 6 files changed, 367 insertions(+), 22 deletions(-) diff --git a/Folien/AISE502_Vorlesung_2_Folien.pdf b/Folien/AISE502_Vorlesung_2_Folien.pdf index 4aacde8a7714b159c8e7837577cf5756fa1f90f0..4aea390ac401c32b95f389dc50d5cd76154b3cc8 100644 GIT binary patch delta 129841 zcmd431zeR&*ETLCDJ|XIx#{kZ?(XiE5N=9Jq!c!iBHbV*DI(G!4T6Bu4WfX6;D7I} z=cp&%=RD8*eBb{&o^}5=cg(DrSu^XJYt2l=@)g|F<1l!DUPD%%otuLXjed0U)hrq} 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+\lstdefinestyle{pythoncode}{ + language=Python, + basicstyle=\ttfamily\scriptsize, + keywordstyle=\color{bankblue}\bfseries, + stringstyle=\color{bankgreen!70!black}, + commentstyle=\color{codegray}\itshape, + numberstyle=\tiny\color{codegray}, + showstringspaces=false, + columns=fullflexible, + frame=single, + rulecolor=\color{bankblue!50}, + backgroundcolor=\color{bankblue!3!white} +} + % Attribution labels in English (theme default is German) \renewcommand{\source}[1]{\par\hfill {\tiny\color{FHGRDeco} Source:\,\itshape #1}} \renewcommand{\imagesource}[1]{\par\hfill {\tiny\color{FHGRDeco} Image source:\,\itshape #1}} @@ -748,20 +762,6 @@ Three readings: \end{itemize} \end{frame} -\begin{frame}{This week's exercise: architecture study I} -\begin{projektbox} -\small -\begin{itemize}\setlength\itemsep{2pt} - \item \textbf{Inspect} Apache Fineract (34 modules, one deployable) and \texttt{cosmicpython/code} (\texttt{domain/}, \texttt{service\_layer/}, \texttt{adapters/}, \texttt{entrypoints/}) -- find the boundaries, find the ports - \item \textbf{Shortlist candidates for the platform core}: which of L / MM / MM$+$HX carries your requirements profile from A1? - \item \textbf{Draw the C4 context and container diagrams} of your platform draft -\end{itemize} -\end{projektbox} - -\vspace{0.3cm} -\small While you study the repositories, apply the two-minute habit: \textbf{licence and maintenance status first} -- one of this week's study objects carries a no-derivatives licence, and finding that yourself is part of the exercise. -\end{frame} - \begin{frame}{Summary} \small \begin{enumerate}\setlength\itemsep{2pt} @@ -773,6 +773,189 @@ Three readings: \end{enumerate} \end{frame} +% ============================================ +% WEB SCRAPING TRAINING +% ============================================ +\section{Practical Web Scraping} + +\begin{frame}{Web scraping in practice: Scrapy + BeautifulSoup} +\footnotesize +\begin{definitionbox}[Goal] +Collect article content from the web, select the real text body, clean boilerplate, and store only the content that matters for downstream AI extraction. +\end{definitionbox} + +\vspace{0.1cm} +A typical pipeline is: +\begin{enumerate}\setlength\itemsep{2pt} + \item crawl candidate URLs with \textbf{Scrapy} + \item fetch and parse HTML with \textbf{BeautifulSoup} + \item select likely article containers + \item clean noise, boilerplate, navigation, and ads + \item normalise to a structured text payload for downstream analysis +\end{enumerate} + +\vspace{0.1cm} +\begin{examplebox}[Minimal pattern] +\footnotesize +\texttt{Scrapy} owns the crawl; \texttt{BeautifulSoup} owns DOM selection and text cleanup. +\end{examplebox} +\end{frame} + +\begin{frame}{How crawling with Scrapy works} +\footnotesize +\begin{center} +\begin{tikzpicture}[ + sysbox/.style={rectangle, draw, rounded corners=4pt, align=center, font=\small\sffamily, line width=0.8pt}, + crawlstep/.style={sysbox, fill=bankblue!15, draw=bankblue, minimum width=2.3cm, minimum height=0.9cm}, + arr/.style={-{Stealth[length=2.5mm]}, thick, gray!60!black} +] + \node[crawlstep] (scheduler) at (-5.1,0) {Scheduler}; + \node[crawlstep] (engine) at (-2.4,0) {Engine}; + \node[crawlstep] (downloader) at (0.5,0) {Downloader}; + \node[crawlstep] (spider) at (3.5,0) {Spider}; + \node[crawlstep] (pipeline) at (6.4,0) {Item pipeline}; + \draw[arr] (scheduler) -- (engine); + \draw[arr] (engine) -- (downloader); + \draw[arr] (downloader) -- (spider); + \draw[arr] (spider) -- (pipeline); + \draw[arr, rounded corners=6pt] (pipeline.south) |- (-0.8,-1.2) -| (engine.south); + \node[font=\footnotesize\sffamily, text=gray!60!black, align=center] at (0.7,-1.8) + {request queue $\rightarrow$ fetch $\rightarrow$ parse $\rightarrow$ yield items / new URLs}; +\end{tikzpicture} +\end{center} + +\vspace{0.1cm} +\begin{itemize}\setlength\itemsep{2pt} + \item the \textbf{engine} orchestrates the crawl and schedules requests + \item the \textbf{downloader} fetches pages and returns HTML responses + \item the \textbf{spider} parses links and extracts data from each page + \item new URLs are queued; items flow to the \textbf{item pipeline} for cleaning and storage +\end{itemize} +\end{frame} + +\begin{frame}[fragile]{Concrete Scrapy spider example} +\scriptsize +\begin{lstlisting}[style=pythoncode] +import scrapy +class NewsSpider(scrapy.Spider): + name = "news" + start_urls = ["https://example.com/news"] + def parse(self, response): + for href in response.css("article a::attr(href)").getall(): + yield response.follow(href, callback=self.parse_article) + def parse_article(self, response): + yield { + "url": response.url, + "title": response.css("h1::text").get(default="").strip(), + "text": " ".join(response.css("article p::text").getall()), + } +\end{lstlisting} + +\vspace{0.04cm} +\begin{keypoint} +\scriptsize \texttt{response.follow()} queues URLs; \texttt{yield \{...\}} emits extracted items. +\end{keypoint} +\end{frame} + +\begin{frame}[fragile]{Scrapy + BeautifulSoup in the item pipeline} +\scriptsize +\begin{lstlisting}[style=pythoncode] +# settings.py +ITEM_PIPELINES = {"news.pipelines.SoupPipeline": 300} + +# pipelines.py +from bs4 import BeautifulSoup + +class SoupPipeline: + def process_item(self, item, spider): + soup = BeautifulSoup(item["html"], "html.parser") + body = soup.find("article") or soup.find("main") or soup + paras = [p.get_text(" ", strip=True) for p in body.select("p")] + item["text"] = "\n".join(p for p in paras if len(p) > 20) + item.pop("html", None) + return item +\end{lstlisting} + +\vspace{0.06cm} +\begin{keypoint} +\footnotesize Spiders crawl pages; pipelines clean each yielded item before storage. +\end{keypoint} +\end{frame} + +\begin{frame}{Cleaning strategies for webpage content} +\footnotesize +\textcolor{bankblue}{\textbf{1. Prefer semantic structure}} +\begin{itemize}\setlength\itemsep{2pt} + \item use \texttt{article}, \texttt{main}, \texttt{header}, and ancestor checks + \item prefer elements with meaningful labels such as \texttt{aria-label}, \texttt{role="main"}, or heading context + \item discard navigation, menus, footers, share bars, cookie banners, and ad containers +\end{itemize} + +\vspace{0.1cm} +\textcolor{bankblue}{\textbf{2. Heuristics for likely article text}} +\begin{itemize}\setlength\itemsep{2pt} + \item prefer blocks with \textbf{low link density} and \textbf{high text density} + \item reject nodes where most characters belong to links, menus, or repeated widgets + \item keep paragraphs with enough text length and sentence structure; drop short nav fragments +\end{itemize} + +\vspace{0.1cm} +\textcolor{bankblue}{\textbf{3. Use a specialised library}} +\begin{itemize}\setlength\itemsep{2pt} + \item \textbf{trafilatura} is a good recommendation for article extraction from noisy HTML + \item it handles readability extraction, metadata, and boilerplate removal better than a raw DOM dump in many news cases +\end{itemize} +\end{frame} + +\begin{frame}{How XPath and CSS selectors work} +\footnotesize +\begin{columns}[T] +\begin{column}{0.48\textwidth} +\textcolor{bankblue}{\textbf{XPath}} +\begin{itemize}\setlength\itemsep{2pt} + \item selects nodes by path through the DOM tree + \item good for expressing structural rules and ancestor/descendant conditions + \item examples:\newline + \texttt{//article//p}\newline + \texttt{//main//*[not(self::nav)]//p}\newline + \texttt{//h1 | //h2} +\end{itemize} +\end{column} +\begin{column}{0.48\textwidth} +\textcolor{bankblue}{\textbf{CSS selectors}} +\begin{itemize}\setlength\itemsep{2pt} + \item selects elements by tag, class, id, or relationships + \item concise for common HTML patterns and faster to read in a team + \item examples:\newline + \texttt{main article p}\newline + \texttt{article > p}\newline + \texttt{.content p, .story p}\newline + \texttt{a[href*="/news/"]} +\end{itemize} +\end{column} +\end{columns} + +\vspace{0.12cm} +\begin{keypoint} +\footnotesize XPath is more precise for tree navigation; CSS selectors are often more readable for common markup patterns. In practice, combine both: use CSS for convenience, XPath for hard structural filters. +\end{keypoint} +\end{frame} + +\begin{frame}{Selection rule of thumb} +\small +\begin{enumerate}\setlength\itemsep{3pt} + \item Start with \textbf{semantic containers}: \texttt{article}, \texttt{main}, or a labelled section + \item Move inward to paragraphs and headings, not to the whole page + \item Drop content types that are clearly non-article: nav, footer, sidebar, ad widgets, social blocks + \item If the page is noisy, compute textual density and link density and prefer the most article-like region +\end{enumerate} + +\vspace{0.15cm} +\begin{hinweisbox} +\footnotesize There is no universal selector. The best extraction pipeline is always a combination of semantics, heuristics, and validation against a small benchmark of real pages. +\end{hinweisbox} +\end{frame} + \begin{frame}{Next week} \begin{columns}[T] \begin{column}{0.55\textwidth} @@ -798,6 +981,22 @@ Three readings: \end{columns} \end{frame} + + + +\begin{frame}{This week's exercise: naïve architecture draft} +\begin{projektbox} +\footnotesize Come up with a naïve architecture draft for your project, considering the scenarios and requirements discussed earlier. +\begin{itemize}\setlength\itemsep{1pt} + \item Identify potential system boundaries + \item Sketch the main components and their interactions with eachother + \item Identify potential single points of failure in your architecture +\end{itemize} +\textbf{Deliverable:} rough sketch of a naïve architecture for your project +% Anmerkung FK: Übung ist beabsichtigt wenig zielgerichtet, soll den studierenden verbildlichen wo sie am Anfang der VL stehen und später einen Vergleich ermöglichen mit Anwendung des in der VL erarbeiteten Wissens und Verständnisses % +\end{projektbox} +\end{frame} + % ============================================ % END % ============================================ diff --git a/Folien/AISE502_Vorlesung_5_Folien.pdf b/Folien/AISE502_Vorlesung_5_Folien.pdf index 88f9f4b1c3cecd979a7d519baf21ed62c4983f2e..b77ef5729d32c657d5702127455de993707210e8 100644 GIT binary patch delta 141568 zcmd431zc6j`aUj5gGfooCZ%E1-QChiDBa!Vk`j>a?rx+zL_iv(Bqan12>}tLej7X< z^_+9>JvYAp&;M|qEGb5M=Bp`rfY-4o&EimhEU#He#<>Y{X zQ-_(ES^4^6e0?#zzUW_H>}Y;Z!}e1V0)JTs%P(bc{#65zG5+!^e?+!ysRO3L#3n1%$X8eibN{8dN4y! z12g7MMBtY}Z=x+I5l@tciHeXN@Z>vSvfi^9WY+XVp0SmBy>&W%^FZ;=#XX@XIS+Kl zTY>C#&qitmuW<)5!nl4k)P({1`=_)`RAXKC?``LNlA7F2^$cME^ehE=p<5YtPWAm2eaKt``3ZEUawSyFGN03RBE&m=P<>)yYRn zmpDPHQsm5g!~|#ua?EnU+*6|Q7rZR#4+;Pna5ybPIu6bU5%N-^z`|T{X@r^E-7`?C z)=itbZSW6-cNnDO^3;t+5Vq_claYkeKI?X~P0(h#3x>dv$DuRQ1U8aa4|tN9`!yxb 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b/Folien/AISE502_Vorlesung_5_Folien.tex index 27e784f..f216e84 100644 --- a/Folien/AISE502_Vorlesung_5_Folien.tex +++ b/Folien/AISE502_Vorlesung_5_Folien.tex @@ -137,7 +137,7 @@ \item Sagas vs.\ ACID: why compensation is not rollback \item \textbf{EDA} -- Event-driven architecture: what an intermediary gives and takes \item Resilience primitives for distributed edges - \item This week's exercise: architecture study II + \item This week's exercise: Ontologies \& JSON Schema \end{enumerate} \end{frame} @@ -587,18 +587,164 @@ D12 AI integrability & $\circ$ & $++$ & synchronous chains vs.\ absorbing queues \end{itemize} \end{frame} -\begin{frame}{This week's exercise: architecture study II} +% ============================================ +% ONTOLOGIES AND JSON SCHEMA +% ============================================ +\section{Ontologies and JSON Schema} + +\begin{frame}{Ontology basics: a data schema for meaning} +\footnotesize +\begin{definitionbox}[Ontology] +An ontology is a shared model of a domain: its \textbf{concepts}, \textbf{properties}, relations, and constraints. +\end{definitionbox} + +\vspace{0.1cm} +\begin{columns}[T] +\begin{column}{0.48\textwidth} +\textcolor{bankblue}{\textbf{What it describes}} +\begin{itemize}\setlength\itemsep{2pt} + \item \textbf{Classes}: Article, Organisation, Person + \item \textbf{Properties}: title, publishedAt, mentions + \item \textbf{Relations}: Article \emph{mentions} Organisation + \item \textbf{Constraints}: publication date required +\end{itemize} +\end{column} +\begin{column}{0.48\textwidth} +\textcolor{bankblue}{\textbf{Why it matters for AI}} +\begin{itemize}\setlength\itemsep{2pt} + \item shared vocabulary across sources and prompts + \item separates meaning from one input format + \item supports parseability and structural correctness +\end{itemize} +\end{column} +\end{columns} + +\begin{hinweisbox} +A schema does \textbf{not} ensure factual correctness, only structural validity. +\end{hinweisbox} + +\vspace{0.08cm} +\begin{keypoint} +\footnotesize An ontology is the \textbf{meaning model}; JSON Schema validates one representation of it. +\end{keypoint} +\end{frame} + +\begin{frame}{JSON Schema basics} +\footnotesize +\begin{definitionbox}[JSON Schema] +JSON Schema is a declarative specification for the \textbf{shape and constraints} of JSON data. It can validate instances, document an interface, and guide structured LLM output. +\end{definitionbox} + +\vspace{0.1cm} +\begin{center} +\begin{tabular}{@{}p{3.0cm}p{8.8cm}@{}} +\toprule +\textbf{Schema concept} & \textbf{Question it answers} \\ +\midrule +\texttt{type} & Is the value an object, array, string, number, boolean, or null? \\ +\texttt{properties} & Which named fields can an object contain? \\ +\texttt{required} & Which fields must be present? \\ +\texttt{items} & What does each element of an array look like? \\ +\texttt{enum} / \texttt{const} & Which values, or which exact value, are allowed? \\ +\texttt{format} & Does a string follow a known format such as a date or URI? \\ +\bottomrule +\end{tabular} +\end{center} + +\vspace{0.12cm} +\begin{keypoint} +\footnotesize A valid JSON document is not automatically a valid \textbf{domain record}: the schema makes the expected contract explicit. +\end{keypoint} +\end{frame} + +\begin{frame}{JSON Schema: the basic building blocks} +\footnotesize +\begin{columns}[T] +\begin{column}{0.48\textwidth} +\textcolor{bankblue}{\textbf{Structure}} +\begin{itemize}\setlength\itemsep{2pt} + \item \texttt{object} groups named fields + \item \texttt{array} repeats a defined item schema + \item \texttt{properties} nests objects and relationships + \item \texttt{required} distinguishes essential from optional data +\end{itemize} +\end{column} +\begin{column}{0.48\textwidth} +\textcolor{bankblue}{\textbf{Restrictions}} +\begin{itemize}\setlength\itemsep{2pt} + \item \texttt{minLength}, \texttt{minimum}, and \texttt{pattern} + \item \texttt{enum} for controlled vocabularies + \item \texttt{additionalProperties: false} for strict extraction + \item \texttt{oneOf} / \texttt{anyOf} for alternatives +\end{itemize} +\end{column} +\end{columns} + +\vspace{0.15cm} +\begin{examplebox}[A useful extraction contract] +\footnotesize Require the article's \texttt{title}, \texttt{source}, and \texttt{publishedAt}; allow an optional array of \texttt{organisations}; restrict \texttt{sentiment} to a small, documented set of values. +\end{examplebox} + +\vspace{0.1cm} +\small The schema should be \textbf{strict enough to catch omissions} but \textbf{flexible enough} to represent legitimate variation between news outlets. +\end{frame} + +\begin{frame}[fragile]{Example: a JSON Schema for a financial news article} +\scriptsize +\begin{lstlisting}[basicstyle=\ttfamily\scriptsize, columns=fullflexible, frame=single, rulecolor=\color{bankblue!50}, backgroundcolor=\color{bankblue!3!white}] +{ + "$schema": "https://json-schema.org/draft/2020-12/schema", + "title": "FinancialNewsArticle", + "type": "object", + "required": ["title", "source", "publishedAt", "summary"], + "properties": { + "title": {"type": "string", "minLength": 1}, + "source": {"type": "string", "minLength": 1}, + "publishedAt": {"type": "string", "format": "date-time"}, + "summary": {"type": "string", "minLength": 20}, + "organisations": {"type": "array", "items": {"type": "string"}}, + "sentiment": {"enum": ["positive", "neutral", "negative"]} + }, + "additionalProperties": false +} +\end{lstlisting} + +\begin{keypoint} +\footnotesize This contract gives the LLM a target, the validator a test, and the benchmark a consistent unit. +\end{keypoint} +\end{frame} + +\begin{frame}{Construct an ontology in four steps} +\footnotesize +\begin{enumerate}\setlength\itemsep{7pt} + \item \textbf{Identify key information}\\ + Extract the concepts and facts needed to answer the project's questions: article, source, date, organisations, claims, and market impact. + \item \textbf{Determine constraints}\\ + Decide what is required, which types and formats apply, which values are controlled, and what must be rejected as incomplete. + \item \textbf{Determine hierarchy (nesting)}\\ + Group information that belongs together: an article contains a publication record, entities, and possibly structured claims or events. + \item \textbf{Compose together}\\ + Combine concepts, relations, and constraints into one coherent ontology, then express as JSON Schema. +\end{enumerate} + +\vspace{0.1cm} +\begin{keypoint} +\footnotesize Validate the result against three different articles. If the schema cannot represent a legitimate case, the model is unfinished; if it accepts everything, the constraints are too weak. +\end{keypoint} +\end{frame} + +\begin{frame}{This week's exercise: Ontologies \& JSON Schema} \begin{projektbox} \small \begin{itemize}\setlength\itemsep{2pt} - \item \textbf{Design the edges} of your platform: the ingestion queue for analysis requests, and \textbf{resilience against external-API failure} -- timeouts, retries with backoff, circuit breaker, fallback, DLQ on every external call - \item \textbf{Sketch the service contracts}: which events exist, which schemas, who produces, who consumes - \item \textbf{Matrix pre-filter}: hold your A1 requirements profile against all candidate patterns seen so far -- which survive stage 1 (shape gate) and stage 2 (vetoes)? + \item \textbf{Identify Required Information}: From the financial news articles you scraped in last weeks exercise + \item \textbf{Draft a Json Schema}: Which fields and data types are required to capture the necessary information from the financial news articles + \item \textbf{Build a small Benchmark}: Manually extract the information from 3 news articles of different news outlets + \item \textbf{Design a Prompt}: Come up with a system prompt for an LLM of your choice to extract the required information from the financial news articles + \item \textbf{Evaluate the Prompt}: Run the prompt against the benchmark articles and assess the results + \item \textbf{Document}: Document the results and how you derived the prompts \end{itemize} \end{projektbox} - -\vspace{0.25cm} -\small Next week you will run the \textbf{full three-stage match} and take the architecture decision -- the pre-filter is its preparation. \end{frame} \begin{frame}{Summary}

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