From a9813b1c439b1c71d847c9f9ea32e54a4edd899b Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Tomasz=20Zi=C4=99tkiewicz?= Date: Mon, 19 Apr 2021 11:45:28 +0200 Subject: [PATCH] Zajecia 6. --- IUM_06.Jenkins-2.ipynb | 245 +++++++++++++++++++++++++++++++++++ IUM_06/branches.png | Bin 0 -> 46581 bytes IUM_06/filter.png | Bin 0 -> 58466 bytes IUM_06/gitea-integration.png | Bin 0 -> 84726 bytes IUM_06/multibranch.png | Bin 0 -> 19432 bytes 5 files changed, 245 insertions(+) create mode 100644 IUM_06.Jenkins-2.ipynb create mode 100644 IUM_06/branches.png create mode 100644 IUM_06/filter.png create mode 100644 IUM_06/gitea-integration.png create mode 100644 IUM_06/multibranch.png diff --git a/IUM_06.Jenkins-2.ipynb b/IUM_06.Jenkins-2.ipynb new file mode 100644 index 0000000..6d04dad --- /dev/null +++ b/IUM_06.Jenkins-2.ipynb @@ -0,0 +1,245 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "# Jenkins II" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "## Plan na dziś\n", + "1. Multibranch pipeline\n", + "2. Pluginy\n", + "3. Zadania" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "## Multibranch pipeline\n", + " - Multibranch Pipeline to rodzaj projektu na Jenkinsie, który automatycznie obsługuje wiele gałęzi (branch) w repozytorium\n", + " - W dominującym dziś sposobie utrzymywania i rozwoju kodu możemy wyróżnić:\n", + " - gałąź główną (master branch) - tutaj znajduje się aktualna, gotowa do wydania (opulbikowania/wdrożenia) wersja kodu\n", + " - gałęzie typu develop/feature/release/hotfix itp. ([tutaj](https://kamiljozwiak.net/gitflow-czyli-jak-korzystac-z-gita-i-nie-zwariowac/) przystępne wyjaśnienie czym się różnią), na których rozwijamy nasz kod/wprowadzamy nowe funkcjonalności/przygotowujemy wersje gotowe do włączenia do gałęzi master, naprawiamy błędy.\n", + " - Gałęzi może być sporo i każdą z nich musimy przetestować, najlepiej automatycznie, przed zmergowaniem jej do gałęzi master\n", + " - Świetnie nadaje się do tego własnie Multibranch pipeline\n", + " - Nawet, jeśli pracujemy tylko na dwóch gałęziach jednocześnie (master i jedna dodatkowa) to i tak warto go zastosować\n", + " - Projekt typu Multibranch pipeline automatycznie stworzy pod-projekty (joby) dla każdego (chyba, że ustawimy filtry) brancha znalezionego w podanym przez nas repozytorium" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "## Multibranch pipeline cd.\n", + " - Żeby utworzyć projektu typu Multibranch, wybierz ten rodzaj przy tworzeniu projektu\n", + " \n", + " - Przy konfiguracji musimy jedynie podać namiary na repozytorium, w którym Jenkins ma szukać naszych branchy.\n", + " - Robimy to w polu \"Branch Sources\". Możemy tutaj wybrać \"git\" albo \"gitea\" \n", + " " + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "## Multibranch pipeline cd.\n", + "- Wybranie \"gitea\" ułatwi nam wybór repozytorium i doda informację o statusie builda w interfejsie Gitea oraz link z Jenkinsa do odpowiedniego brancha w Gitea\n", + " " + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "## Multibranch pipeline cd.\n", + "- Po zapisaniu konfiguracji Jenkins utworzy joby dla każdej gałązi znalezionej w repozytorium.\n", + " " + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "- Żeby ograniczyć branche, dla których mają powstać projekty, możesz użyć \"Behaviours\" -> \"Add\" -> \"Filter by name\":\n", + " " + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + " - Zwróć uwagę:\n", + " - Konfigurować można tylko główny projekt\n", + " - Jeśli chcesz, żeby konfiguracja projektu Jenkinsowego dla danego brancha była inna niż dla pozostałych, musisz po prostu wprowadzić zmiany w Jenkinsfile na danym branchu.\n", + " - Z założenia jednak, konfiguracja powinna być wspólna\n", + " - W przypadku kopiowania artefaktów z projektu typu multibranch musisz w nazwie projektu źródłowego, z którego kopiujesz artefaky, zawrzeć również nazwę brancha, w fomracie:\n", + " `nazwa-projektu/nazwa-brancha`, np.:\n", + " ```Jenkinsfile\n", + " copyArtifacts filter: '*', projectName: 'multibranch-hello-world/experiments/'\n", + " ```" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "## Pluginy\n", + " - Wszsytkie pluginy można przeglądać tutaj: https://plugins.jenkins.io/\n", + " - Instalacja przez administratora (poprzez prosty graficzny interfejs w konfiguracji Jenkinsa)\n", + " - Po zainstalowaniu pojawiąją się nowe kroki (steps) dostępnę w pipeline albo nowe opcje konfiguracji\n", + " - Git parameter plugin: https://plugins.jenkins.io/git-parameter/\n", + " - Email extension plugin: https://plugins.jenkins.io/email-ext/\n", + " " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Git parameter plugin\n", + "- https://plugins.jenkins.io/git-parameter/\n", + "- Dodaje parametr umożliwiający wybranie m.in. brancha z repozytorium\n", + "```Jenkinsfile\n", + " gitParameter branchFilter: 'origin/(.*)', defaultValue: 'master', name: 'BRANCH', type: 'PT_BRANCH'\n", + "```\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Email extension plugin\n", + "- https://plugins.jenkins.io/email-ext/\n", + "- Umożliwia wysłanie emaila, np. z powiadomieniem o zakończonym buildzie\n", + "```Jenkinsfile\n", + "emailext body: 'Test Message', subject: 'Test Subject', to: 'test@example.com'\n", + "```\n", + "- Microsoft Teams ma swój własny plugin do powiadomień (https://plugins.jenkins.io/Office-365-Connector/), ale jest on zablokowany od strony Teams przez administratorów\n", + "- Na szczęście, kanały Teams mają swój adres email. Adres stworzonego przeze mnie kanału \"Powiadomienia z Jenkins\" na naszej grupie zajęciowej: 26ab8f35.uam.onmicrosoft.com@emea.teams.ms\n", + "- Wysłanie na niego wiadomości email spowoduje pojawienie się jej na tym kanale" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "## Zadanie 1 [8 pkt]\n", + "1. Stwórz na Jenkins projekt typu Multibranch pipeline o nazwie s123456-training\n", + " Projekt ten powinien przeprowadzać trenowanie modelu korzystając z kodu przygotowanego na poprzednich zajęciach. Trenowanie powinno odbywać się wewnątrz kontenera docker. [2pkt]\n", + "2. Projekt powinien odpalać się automatycznie po zakończonym budowaniu projektu s123456-create-dataset i kopiować z niego zbiór danych [1pkt]\n", + "3. Po zakończeniu trenowania powstały model powinien zostać zarchiwizowany [1pkt]\n", + "4. Trenowanie modelu potrafi zająć bardzo dużo czasu. Sprawdzanie co 10 minut, czy już się zakończyło, to zły pomysł. Dodaj powiadomienie (wysyłane przez email na Teamsowy kanał \"Powiadomienia z Jenkins\") o zakończonym jobie zawierające rezultat (Status builda - successfull, failed, aborted itd) [2pkt]\n", + "5. Dodaj parametr umożliwiający przekazanie do skryptu trenującego parametrów trenowania. Najprościej zrobić to dodając parametr typu String i doklejać jego wartość do wywołania skryptu trenującego. [8pkt]" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "slideshow": { + "slide_type": "slide" + } + }, + "source": [ + "## Zadanie 2 [18pkt]\n", + "1. Stwórz na Jenkins projekt typu Multibranch pipeline o nazwie s123456-evaluation.\n", + " Projekt ten będzie przeprowadzał ewaluację modelu stworzonego w s123456-training na danych ze zbioru trenującego [1pkt]\n", + "2. Ewaluacja polega na wyliczeniu zbiorczych metryk (1-3 metryki) na zbiorze testującym (np. Accuracy, Micro-avg precission/recall, F1, RMSE - patrz [wykład 4. \"Metody ewaluacji\"])(https://git.wmi.amu.edu.pl/AITech/aitech-uma/src/branch/master/wyk/04_Metody_ewaluacji.ipynb) z przedmiotu Uczenie Maszynowe), zapisaniu metryk(i( do pliku i zarchiwizowaniu go [4 pkt]\n", + "3. W celu śledzenia zmian wartości metryk, zapisuj wartości kumulatywnie w jednym pliku. Żeby to osiągnąć można: \n", + " - zapisywać metryki w ścieżce zewnątrznej w stosunku do Jenkinsa (w innym przypadku mogą zostać nadpisane np. podczas checkout repozytorium) - tej opcji nie wykorzystamy\n", + " - dopisywać metrykę do końca pliku skopiowanego z artefaktów poprzedniego builda (należy uczynić kopiowanie tego artefaktu opcjonalnym, żeby pierwszt build na danym branchu nie \"wywalił się\" przy próbie skopiowania artefaktów z nieistniejącego joba) [3 pkt]\n", + "4. Mając skumulowane wartości metryk z wszystkich dotychczasowych buildów, stwórz wykres: na osi X numer builda, na osi Y wartość metryk(i). [3 pkt]\n", + " Możesz w tym celu użyć:\n", + " - pluginu [plot](https://plugins.jenkins.io/plot)\n", + " - [Matplotlib](https://matplotlib.org/) - biblioteka pythonowa - w tym przypadku archiwizuj wygenerowany obrazek z wykresem\n", + " - [Gnuplot](http://www.gnuplot.info/) - w tym przypadku archiwizuj wygenerowany obrazek z wykresem\n", + "5. Projekt powinien odpalać się automatycznie po zakończonym trenowaniu i kopiować model z artefaktów [1pkt]\n", + "6. Dane testujące powinny być skopiowane z projektu s123456-create-dataset [1pkt]\n", + "7. Dodaj parametry umożliwiające wybór:\n", + " - gałęzi (branch) projektu s123456-training z której ma być skopiowany model. Można by tutaj użyć prostego parametru typu String, ale użyh łatwiejszego (w użytkowaniu) parametru typu \"Git parameter\" (patrz wyżej)[2pkt]\n", + " - numeru builda projektu s123456-training (\"Build selector for Copy artifact\", patrz zajęcia 3.) [1pkt]\n", + "8. Ewaluacja modelu potrafi zająć dużo czasu. Sprawdzanie co 10 minut, czy już się zakończyła, to zły pomysł. Dodaj powiadomienie o zakończonej ewaluacji zawierające status builda oraz wynik ewaluacji (wartość obliczonej metryki) [2pkt]" + ] + } + ], + "metadata": { + "celltoolbar": "Slideshow", + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.5" + }, + "toc": { + "base_numbering": 1, + "nav_menu": {}, + "number_sections": false, + "sideBar": false, + "skip_h1_title": false, + "title_cell": "Table of Contents", + "title_sidebar": "Contents", + "toc_cell": false, + "toc_position": {}, + "toc_section_display": false, + "toc_window_display": false + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} diff --git a/IUM_06/branches.png b/IUM_06/branches.png new file mode 100644 index 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