forked from tzietkiewicz/aitech-ium
update
This commit is contained in:
parent
3de0fde490
commit
fa535a10ac
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@ -180,7 +180,7 @@
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.9.12"
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"version": "3.9.16"
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},
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"slideshow": {
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"slide_type": "slide"
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@ -509,7 +509,7 @@
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.9.12"
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"version": "3.9.16"
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},
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"slideshow": {
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"slide_type": "slide"
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@ -248,7 +248,7 @@
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.9.12"
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"version": "3.9.16"
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},
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"slideshow": {
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"slide_type": "slide"
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@ -981,13 +981,25 @@
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"execution_count": 1,
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"metadata": {
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"slideshow": {
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"slide_type": "slide"
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}
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},
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"outputs": [],
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"total 16\r\n",
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"-rw-r--r-- 1 tomek tomek 77 May 28 2022 config.json\r\n",
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"-rw-r--r-- 1 tomek tomek 159 May 28 2022 cout.txt\r\n",
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"-rw-r--r-- 1 tomek tomek 2 May 28 2022 metrics.json\r\n",
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"-rw-r--r-- 1 tomek tomek 1659 May 28 2022 run.json\r\n"
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]
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}
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],
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"source": [
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"!ls -l my_runs/1"
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]
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@ -1555,7 +1567,7 @@
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}
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},
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"source": [
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"## Zadanie [15 pkt] (do 2023-05-12)\n",
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"## Zadanie [15 pkt] (do 2023-06-?)\n",
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"1. \"Owiń\" wywołanie swojego eksperymentu za pomocą Sacred, w ten sposób, żeby zapisane zostały [10pkt]:\n",
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" - parametry, z którymi wywołany był trening\n",
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" - powstały plik z modelem (jako artefakt)\n",
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8252
IUM_08.MLFlow.ipynb
8252
IUM_08.MLFlow.ipynb
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Load Diff
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Load Diff
296
IUM_11.CML.ipynb
296
IUM_11.CML.ipynb
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@ -128,8 +128,12 @@
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{
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"cell_type": "code",
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"execution_count": 19,
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"id": "33abf69d",
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"metadata": {},
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"id": "88ce689f",
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"metadata": {
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"slideshow": {
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"slide_type": "slide"
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}
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},
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"outputs": [
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{
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"name": "stdout",
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@ -193,8 +197,12 @@
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{
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"cell_type": "code",
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"execution_count": 22,
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"id": "780f41d6",
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"metadata": {},
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"id": "ff1e011e",
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"metadata": {
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"slideshow": {
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"slide_type": "slide"
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}
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},
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"outputs": [
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{
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"name": "stdout",
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@ -216,8 +224,12 @@
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},
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{
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"cell_type": "markdown",
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"id": "b56a1b02",
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"metadata": {},
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"id": "3e237076",
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"metadata": {
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"slideshow": {
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"slide_type": "slide"
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}
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},
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"source": [
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"### Zakładka actions na stronie repozytorium:\n",
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"https://github.com/TomekZet/ium-ga-hello/actions"
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@ -226,8 +238,12 @@
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{
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"cell_type": "code",
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"execution_count": 27,
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"id": "e3be3eb3",
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"metadata": {},
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"id": "32701383",
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"metadata": {
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"slideshow": {
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"slide_type": "fragment"
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}
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},
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"outputs": [
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{
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"name": "stdout",
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@ -247,8 +263,12 @@
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},
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{
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"cell_type": "markdown",
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"id": "b40a7f62",
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"metadata": {},
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"id": "1c01acb5",
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"metadata": {
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"slideshow": {
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"slide_type": "slide"
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}
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},
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"source": [
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"### Ręczne wywoływanie\n",
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"Workflow można również wywołać ręcznie, podając parametry.\n",
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@ -258,10 +278,10 @@
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{
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"cell_type": "code",
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"execution_count": 42,
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"id": "132d8d16",
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"id": "a7250bf7",
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"metadata": {
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"slideshow": {
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"slide_type": "slide"
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"slide_type": "fragment"
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}
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},
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"outputs": [
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@ -301,8 +321,12 @@
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{
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"cell_type": "code",
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"execution_count": 43,
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"id": "c4e71172",
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"metadata": {},
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"id": "36ddaac0",
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"metadata": {
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"slideshow": {
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"slide_type": "slide"
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}
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},
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"outputs": [
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{
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"name": "stdout",
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@ -364,8 +388,12 @@
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},
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{
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"cell_type": "markdown",
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"id": "a0628b12",
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"metadata": {},
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"id": "a764cc0d",
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"metadata": {
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"slideshow": {
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"slide_type": "slide"
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}
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},
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"source": [
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"### Akcje wykonywane w kontenerze Docker\n",
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"Akcja może być wywołana w kontenerze Docker (pobranym z Docker hub albo zbudowanym z Dockerfile)\n",
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@ -375,8 +403,12 @@
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{
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"cell_type": "code",
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"execution_count": 59,
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"id": "b8222161",
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"metadata": {},
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"id": "ff4dab8c",
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"metadata": {
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"slideshow": {
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"slide_type": "slide"
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}
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},
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"outputs": [
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{
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"name": "stdout",
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@ -407,9 +439,13 @@
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},
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{
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"cell_type": "code",
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"execution_count": 47,
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"id": "80883b9e",
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"metadata": {},
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"execution_count": 80,
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"id": "f1aaff7c",
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"metadata": {
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"slideshow": {
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"slide_type": "slide"
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}
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},
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"outputs": [
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{
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"name": "stdout",
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@ -429,21 +465,29 @@
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"# Copies your code file from your action repository to the filesystem path `/` of the container\n",
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"COPY entrypoint.sh /entrypoint.sh\n",
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"\n",
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"VOLUME /github/workspace/\n",
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"\n",
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"WORKDIR /github/workspace/\n",
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"\n",
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"# Code file to execute when the docker container starts up (`entrypoint.sh`)\n",
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"ENTRYPOINT [\"/entrypoint.sh\"]"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 50,
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"id": "f98fee9a",
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"metadata": {},
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"execution_count": 84,
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"id": "7f778025",
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"metadata": {
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"slideshow": {
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"slide_type": "slide"
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}
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},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Writing entrypoint.sh\n"
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"Overwriting entrypoint.sh\n"
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]
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}
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],
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@ -451,7 +495,9 @@
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"%%writefile entrypoint.sh\n",
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"#!/bin/sh -l\n",
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"\n",
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"figlet \"Hello $1\"\n",
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"figlet \"Hello $1\" | tee figlet.txt\n",
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"echo \"Entrypoint invoked in: $PWD\"\n",
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"readlink -f figlet.txt\n",
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"time=$(date)\n",
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"echo \"time=$time\" >> $GITHUB_OUTPUT"
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]
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@ -459,8 +505,12 @@
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{
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"cell_type": "code",
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"execution_count": 60,
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"id": "352de060",
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"metadata": {},
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"id": "911975de",
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"metadata": {
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"slideshow": {
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"slide_type": "fragment"
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}
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},
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"outputs": [],
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"source": [
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"!chmod +x entrypoint.sh"
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@ -468,8 +518,8 @@
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},
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{
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"cell_type": "code",
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"execution_count": 57,
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"id": "d73fb6c4",
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"execution_count": 62,
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"id": "483e0498",
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"metadata": {
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"slideshow": {
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"slide_type": "slide"
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@ -501,6 +551,7 @@
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" - name: Checkout repo\n",
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" uses: actions/checkout@v2\n",
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" - name: Use docker action\n",
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" id: hello\n",
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" uses: ./\n",
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" with:\n",
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" who-to-greet: \"${{ github.event.inputs.input_text }}\"\n",
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@ -513,26 +564,29 @@
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},
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{
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"cell_type": "code",
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"execution_count": 61,
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"id": "94d8eec0",
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"metadata": {},
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"execution_count": 63,
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"id": "bc24dff3",
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"metadata": {
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"slideshow": {
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"slide_type": "slide"
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}
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},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"[main 97c7272] Fix path\n",
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" 1 file changed, 0 insertions(+), 0 deletions(-)\n",
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" mode change 100644 => 100755 entrypoint.sh\n",
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"Enumerating objects: 3, done.\n",
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"Counting objects: 100% (3/3), done.\n",
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"[main 22a5094] Fix path\n",
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" 1 file changed, 1 insertion(+)\n",
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"Enumerating objects: 9, done.\n",
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"Counting objects: 100% (9/9), done.\n",
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"Delta compression using up to 4 threads\n",
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"Compressing objects: 100% (2/2), done.\n",
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"Writing objects: 100% (2/2), 232 bytes | 232.00 KiB/s, done.\n",
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"Total 2 (delta 1), reused 0 (delta 0), pack-reused 0\n",
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"Compressing objects: 100% (5/5), done.\n",
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"Writing objects: 100% (5/5), 570 bytes | 570.00 KiB/s, done.\n",
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"Total 5 (delta 1), reused 0 (delta 0), pack-reused 0\n",
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"remote: Resolving deltas: 100% (1/1), completed with 1 local object.\u001b[K\n",
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"To github.com:TomekZet/ium-ga-hello.git\n",
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" 0f9de38..97c7272 main -> main\n"
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" 97c7272..22a5094 main -> main\n"
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]
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}
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],
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@ -542,13 +596,147 @@
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"!git push"
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]
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},
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{
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"cell_type": "markdown",
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"id": "12af9d1b",
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"metadata": {
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"slideshow": {
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"slide_type": "slide"
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}
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},
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"source": [
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"### Archiwizowanie artefaktów\n",
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"https://docs.github.com/en/actions/using-workflows/storing-workflow-data-as-artifacts\n",
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"\n",
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"Do archiwizowania artefaktów służy akcja \"upload-artifact\":\n",
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"\n",
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"```yaml\n",
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" - name: Archive artifacts\n",
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" uses: actions/upload-artifact@v3\n",
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" with:\n",
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" name: figlet-output\n",
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" path: figlet.txt\n",
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"```"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "9c396330",
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"execution_count": 1,
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"id": "245f7c8a",
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"metadata": {
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"slideshow": {
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"slide_type": "slide"
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}
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},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Writing .github/workflows/docker-artifact.yml\n"
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]
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}
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],
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"source": [
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"%%writefile .github/workflows/docker-artifact.yml\n",
|
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"name: github-actions-hello-docker-artifact\n",
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"on: \n",
|
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" workflow_dispatch:\n",
|
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" inputs:\n",
|
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" input_text:\n",
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" description: 'Who to greet' \n",
|
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" required: true\n",
|
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" default: 'World'\n",
|
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"jobs:\n",
|
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" hello-job:\n",
|
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" name: \"Do all the hard stuff\"\n",
|
||||
" runs-on: ubuntu-latest\n",
|
||||
" steps:\n",
|
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" - name: Checkout repo\n",
|
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" uses: actions/checkout@v2\n",
|
||||
" - name: Use docker action\n",
|
||||
" id: hello\n",
|
||||
" uses: ./\n",
|
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" with:\n",
|
||||
" who-to-greet: \"${{ github.event.inputs.input_text }}\"\n",
|
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" # Use the output from the `hello` step\n",
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" - name: Get the output time\n",
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" run: echo \"The time was ${{ steps.hello.outputs.time }}\" > time.txt\n",
|
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" archive:\n",
|
||||
" name: \"Archive the artifacts\"\n",
|
||||
" runs-on: ubuntu-latest\n",
|
||||
" needs: hello-job\n",
|
||||
" steps:\n",
|
||||
" - name: diagnose\n",
|
||||
" run: pwd; ls -la\n",
|
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" - name: Archive artifacts\n",
|
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" uses: actions/upload-artifact@v3\n",
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" with:\n",
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||||
" name: figlet-output\n",
|
||||
" path: |\n",
|
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" figlet.txt\n",
|
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" time.txt\n"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 89,
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"id": "47e301f9",
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"metadata": {},
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"outputs": [],
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"source": []
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Enumerating objects: 13, done.\n",
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"Counting objects: 100% (13/13), done.\n",
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"Delta compression using up to 4 threads\n",
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"Compressing objects: 100% (7/7), done.\n",
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"Writing objects: 100% (7/7), 792 bytes | 792.00 KiB/s, done.\n",
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"Total 7 (delta 3), reused 0 (delta 0), pack-reused 0\n",
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"remote: Resolving deltas: 100% (3/3), completed with 3 local objects.\u001b[K\n",
|
||||
"To github.com:TomekZet/ium-ga-hello.git\n",
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" 3b9c623..b5a265f main -> main\n"
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]
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}
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],
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"source": [
|
||||
"!git push"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 91,
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"id": "580154ca",
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"metadata": {
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"slideshow": {
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"slide_type": "slide"
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}
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},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
|
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"[main 2fe0183] Fix\n",
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" 1 file changed, 4 insertions(+)\n",
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"Enumerating objects: 9, done.\n",
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"Counting objects: 100% (9/9), done.\n",
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"Delta compression using up to 4 threads\n",
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"Compressing objects: 100% (5/5), done.\n",
|
||||
"Writing objects: 100% (5/5), 564 bytes | 564.00 KiB/s, done.\n",
|
||||
"Total 5 (delta 2), reused 0 (delta 0), pack-reused 0\n",
|
||||
"remote: Resolving deltas: 100% (2/2), completed with 2 local objects.\u001b[K\n",
|
||||
"To github.com:TomekZet/ium-ga-hello.git\n",
|
||||
" b5a265f..2fe0183 main -> main\n"
|
||||
]
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"!git add -u \n",
|
||||
"!git commit -m \"Fix\"\n",
|
||||
"!git push"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
|
|
@ -878,19 +1066,23 @@
|
|||
}
|
||||
},
|
||||
"source": [
|
||||
"## Zadania [15 pkt]\n",
|
||||
"## Zadania [20 pkt] (termin: 24.05.2023)\n",
|
||||
"1. Utwórz konto na Github (jeśli jeszcze nie masz)\n",
|
||||
"2. Stwórz publiczne repozytorium. Link do niego wklej do kolumny \"Link Github\" w arkuszu [\"Zapisy na zbiory\"](https://teams.microsoft.com/l/file/F62B5988-A797-418D-B085-52E0AF8BD55E?tenantId=73689ee1-b42f-4e25-a5f6-66d1f29bc092&fileType=xlsx&objectUrl=https%3A%2F%2Fuam.sharepoint.com%2Fsites%2F2021SL06-DIUMUI0LABInynieriauczeniamaszynowego-Grupa11%2FShared%20Documents%2FGeneral%2FZapisy%20na%20zbiory.xlsx&baseUrl=https%3A%2F%2Fuam.sharepoint.com%2Fsites%2F2021SL06-DIUMUI0LABInynieriauczeniamaszynowego-Grupa11&serviceName=teams&threadId=19:d67b0dc2ee0849eba517a2aa8507df9c@thread.tacv2&groupId=8cd6b30e-edd9-48db-85ab-259fc11d0c5b) [1 pkt]\n",
|
||||
"2. Stwórz prosty Github workflow wykorzystujący akcje CML, który:\n",
|
||||
" - zrobi checkout Twojego repozytorium [2 pkt]\n",
|
||||
" - ściągnie pliki trenujące. Najlepiej byłoby to zrobić za pomocą DVC, ale tym razem uprośćmy zadanie ze względu na koplikacje, które mogą się pojawić przy konfiguracji uwierzytelniania. Pliki można po prostu dodać do repozytorium albo ściągnąć przez wget jeśli są publicznie dostępne [2 pkt]\n",
|
||||
" - dokona trenowania i ewaluacji [8 pkt]\n",
|
||||
" - wyniki opublikuje za pomocą `cml-send-github-check` i/lub `cml-send-comment` [2 pkt]"
|
||||
"2. Stwórz prosty Github workflow który:\n",
|
||||
" - zrobi checkout Twojego repozytorium [1 pkt]\n",
|
||||
" - ściągnie pliki trenujące. Najlepiej byłoby to zrobić za pomocą DVC, ale tym razem uprośćmy zadanie ze względu na komplikacje, które mogą się pojawić przy konfiguracji uwierzytelniania. Pliki można po prostu dodać do repozytorium albo ściągnąć przez wget jeśli są publicznie dostępne [2 pkt]\n",
|
||||
" - będzie wywoływalny przez \"Workflow dispatch\" z parametrami trenowania [2 pkt]\n",
|
||||
" - składał się będzie z co najmniej 3 jobów:\n",
|
||||
" 1. dokona trenowania jako osobnej akcji wykonanej w Dockerze [8 pkt]\n",
|
||||
" 2. dokona ewaluacji modelu [6 pkt]\n",
|
||||
" 3. zarchiwizuje plik z modelem"
|
||||
]
|
||||
}
|
||||
],
|
||||
"metadata": {
|
||||
"author": "Tomasz Ziętkiewicz",
|
||||
"celltoolbar": "Slideshow",
|
||||
"email": "tomasz.zietkiewicz@amu.edu.pl",
|
||||
"kernelspec": {
|
||||
"display_name": "Python 3",
|
||||
|
|
|
|||
|
|
@ -1 +1 @@
|
|||
Subproject commit 97c7272bcaccf4a578615526b71ca723bb2b6d00
|
||||
Subproject commit 2fe01837da8bb844e05fb9bf7f12fd37a124a236
|
||||
Loading…
Reference in New Issue