From 9a891aa4718098e450ec4d5cab4b7e5b9cbaaa65 Mon Sep 17 00:00:00 2001 From: Umbylyno <41165228+umbylyno@users.noreply.github.com> Date: Tue, 17 May 2022 15:23:46 +0200 Subject: [PATCH] GraphExtraction_tutorial --- GraphExtraction.ipynb | 515 ++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 515 insertions(+) create mode 100644 GraphExtraction.ipynb diff --git a/GraphExtraction.ipynb b/GraphExtraction.ipynb new file mode 100644 index 0000000..26a5288 --- /dev/null +++ b/GraphExtraction.ipynb @@ -0,0 +1,515 @@ +{ + "nbformat": 4, + "nbformat_minor": 0, + "metadata": { + "colab": { + "name": "SonoNuovo.ipynb", + "provenance": [], + "collapsed_sections": [] + }, + "kernelspec": { + "name": "python3", + "display_name": "Python 3" + }, + "language_info": { + "name": "python" + } + }, + "cells": [ + { + "cell_type": "markdown", + "source": [ + "# Clone GitHub Repo" + ], + "metadata": { + "id": "UfY5BDYnJ8A-" + } + }, + { + "cell_type": "code", + "source": [ + "pat = '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'" + ], + "metadata": { + "id": "p14vDlFRJqyX" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "!git clone https://$pat@github.com/umbylyno/MemeRecognition.git" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "RffPptsPJxZ2", + "outputId": "ff9af635-ebf9-4c39-f2df-a78fb328b9c8" + }, + "execution_count": null, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Cloning into 'MemeRecognition'...\n", + "remote: Enumerating objects: 86, done.\u001b[K\n", + "remote: Counting objects: 100% (86/86), done.\u001b[K\n", + "remote: Compressing objects: 100% (78/78), done.\u001b[K\n", + "remote: Total 86 (delta 29), reused 13 (delta 2), pack-reused 0\u001b[K\n", + "Unpacking objects: 100% (86/86), done.\n" + ] + } + ] + }, + { + "cell_type": "code", + "source": [ + "#Install dependencies\n", + "!pip install -r MemeRecognition/requirements.txt" + ], + "metadata": { + "id": "s0x8jWd-MTPb" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "#Restart runtime after installations" + ], + "metadata": { + "id": "tu9yakT7NK2F" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "markdown", + "source": [ + "# Take Meme" + ], + "metadata": { + "id": "9l7yUPeBKBIG" + } + }, + { + "cell_type": "code", + "source": [ + "from PIL import Image\n", + "import requests\n", + "from io import BytesIO" + ], + "metadata": { + "id": "BGE_ShurK0JV" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "meme_url='https://i.ytimg.com/vi/1BagkRULj1o/hqdefault.jpg'\n", + "meme_text = \"lol doesn't mean 'lots of love' omg, i totally sent lol when she told me her grandma died.\"\n", + "\n", + "response = requests.get(meme_url)\n", + "meme_img = Image.open(BytesIO(response.content))\n", + "\n", + "#Save Image\n", + "file = open(\"/content/meme.png\", \"wb\")\n", + "file.write(response.content)\n", + "file.close()" + ], + "metadata": { + "id": "_EPR_hwhKAxm" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "#Visualize Image meme\n", + "meme_img" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 377 + }, + "id": "2A5HRPzqK8KE", + "outputId": "cab5f8c3-f8c7-4167-8b85-ac3bdcd06b34" + }, + "execution_count": null, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "" + ], + "image/png": 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\n" + }, + "metadata": {}, + "execution_count": 5 + } + ] + }, + { + "cell_type": "code", + "source": [ + "meme_path = '/content/meme.png'" + ], + "metadata": { + "id": "oSriX6ElQ7zw" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "markdown", + "source": [ + "# Image Knowledge" + ], + "metadata": { + "id": "dJMme2Y7LmYX" + } + }, + { + "cell_type": "code", + "source": [ + "from MemeRecognition.utils.FaceAnalyzer import RilevazioneVolto\n", + "from MemeRecognition.utils.ImageCaptioning import Captioning\n", + "\n", + "#Make sure you have set the path to your yolo file\n", + "from MemeRecognition.utils.ObjectDetection import ObjectRecognizer" + ], + "metadata": { + "id": "Rxfoj3u6Lr8H" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "#Return info about face\n", + "Face = RilevazioneVolto(meme_path)\n", + "\n", + "#Return info about image. YoloTiny not the best\n", + "Object = ObjectRecognizer(meme_path)\n", + "\n", + "#Return Description of meme\n", + "text_captioning = Captioning(meme_path)" + ], + "metadata": { + "id": "7Q-KW8hoMKe6" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "markdown", + "source": [ + "# Graph Knowledge" + ], + "metadata": { + "id": "p7uNvW3ORXqF" + } + }, + { + "cell_type": "code", + "source": [ + "!pip install pyquery" + ], + "metadata": { + "id": "YTLa9LveSKq8" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "!pip install sentence_transformers" + ], + "metadata": { + "id": "z5WE1m7kSQjv" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "#If error, re-execute\n", + "from MemeRecognition.utils.Wikidata import ConoscenzaBase, ConoscenzaLivelloUno, ConoscenzaLivelloDue, GenerazioneGrafo" + ], + "metadata": { + "id": "Kob_aXulRxr-" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "markdown", + "source": [ + "## Knowledge Extraction" + ], + "metadata": { + "id": "w6qfUCjNTJE9" + } + }, + { + "cell_type": "code", + "source": [ + "#Level 0 Knowledge\n", + "list_words_meme, list_words_caption = ConoscenzaBase(meme_text, text_captioning)\n", + "#Level 1 Knowledge\n", + "list_words_meme_lvl_1, sinonimi = ConoscenzaLivelloUno(list_words_meme)\n", + "#Level 2 knowledge\n", + "list_words_meme_lvl_2 = ConoscenzaLivelloDue(list_words_meme_lvl_1)" + ], + "metadata": { + "id": "x3QkleNYRasO" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "markdown", + "source": [ + "## Graph Constructor" + ], + "metadata": { + "id": "SYi97DhHTMb0" + } + }, + { + "cell_type": "code", + "source": [ + "#If you do not want level two knowledge, then in the position enter \"None\"\n", + "adj_matrix, grafo = GenerazioneGrafo(list_words_meme, list_words_meme_lvl_1, list_words_meme_lvl_2, list_words_caption, sinonimi)" + ], + "metadata": { + "id": "g-orZfiBSqOY" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "import networkx as nx\n", + "\n", + "#Graph Visualize\n", + "nx.draw(grafo, with_labels=True)" + ], + "metadata": { + "id": "utF3bb7eTmMG" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "#Salvataggio del grafo\n", + "import json\n", + "from networkx.readwrite import json_graph\n", + "\n", + "Grafi = []\n", + "#Con più meme si avrà un ciclo for contenente ciò\n", + "Grafi.append(json_graph.adjacency_data(grafo))\n", + "\n", + "\n", + "#Salvataggio della lista in formato .json\n", + "with open(f'path_di_salvataggio.json', 'w', encoding='utf-8') as f:\n", + " json.dump(Grafi, f, ensure_ascii=False, indent=4)" + ], + "metadata": { + "id": "mH9QCQhuIpXR" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "markdown", + "source": [ + "# H2V Embeddings" + ], + "metadata": { + "id": "zDqpAp83Gg2A" + } + }, + { + "cell_type": "code", + "source": [ + "!git clone https://github.com/yangji9181/HNE.git\n", + "%cd /content/HNE/Model/HIN2Vec\n", + "!sudo chmod 777 run.sh" + ], + "metadata": { + "id": "sNmb8FJWG0gJ" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "#Funzioni di utilità\n", + "\n", + "#Salva il file link.dat che mi serve per eseguire lo script\n", + "def SaveFile(row):\n", + " textfile = open(\"path_link.dat\", \"w\") #Guardare documentazione H2V per info\n", + " for element in row:\n", + " textfile.write(element + \"\\n\")\n", + " textfile.close()\n", + "\n", + "#Formatto l'embedding in modo che in uscita abbia per ogni nodo il suo vettore di features\n", + "def ParseEmb(lines):\n", + " #Elimino il primo elemento\n", + " lines = lines[1:]\n", + "\n", + " #Genero la matrice che collega nodo ed embedding\n", + " p = []\n", + " for elem in lines:\n", + " p.append(elem.split('\\t'))\n", + "\n", + " #Trasformo il testo dell'embedding in float\n", + " floats = []\n", + " for i in range(len(p)):\n", + " embeds = p[i][1].split()\n", + " for elem in embeds:\n", + " floats.append(float(elem))\n", + " p[i][1] = floats\n", + " floats = []\n", + "\n", + " #Ritorno un DF\n", + " return pd.DataFrame(p, columns=['nodo', 'embedding'])\n", + "\n", + "#Ritorno i nodi primari appartenenti al meme\n", + "def NodiPrimari(Hin2VecInput):\n", + " nodi_primari = []\n", + " for i in range(len(Hin2VecInput)):\n", + " a = Hin2VecInput[i].split('\\t')\n", + " if a[-1]=='1':\n", + " if a[0] not in nodi_primari:\n", + " nodi_primari.append(a[0])\n", + " elif a[2] not in nodi_primari:\n", + " nodi_primari.append(a[2])\n", + " return nodi_primari" + ], + "metadata": { + "id": "MlUEx9oQG7OP" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "#Apro il file .json che arriva dalla conoscenza\n", + "with open('/content/conoscenza_lvl_1_misogyny_test_0_1000.json') as data_file:\n", + " data_loaded = json.load(data_file)" + ], + "metadata": { + "id": "em6i34WFIB7q" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "#Alla fine di questa cella avremo l'embedding .npy che ci serve per la fase di inferenza\n", + "#L'algoritmo di h2v va rivisto se deve essere eseguito. \n", + "#vai in HNE/Model/HIN2Vec e cambia gli iperparametri di run.sh\n", + "#cambia anche il nome del dataset, che deve corrispondere alla cartella che crei\n", + "#nella directory content di colab.\n", + "#vai poi in src e main.py, e aggiungi a riga 20 e 25 \"content/data/...txt\"\n", + "\n", + "import subprocess\n", + "import time\n", + "import timeit\n", + "\n", + "inizio = 0\n", + "\n", + "#Selezionare slice\n", + "#n_elem = 0\n", + "rows = []\n", + "Hin2VecInput=[]\n", + "Hin2VecOutputs=[]\n", + "pos_elementi_nulli = []\n", + "\n", + "tempi = []\n", + "\n", + "#data_loaded contiene i file .json per ogni meme\n", + "for i in tqdm(range(len(data_loaded))):\n", + "\n", + " #Genero il grafo\n", + " H = json_graph.adjacency_graph(data_loaded[i])\n", + "\n", + " #edges\n", + " edges = list(nx.to_edgelist(H))\n", + "\n", + " #Genero il file di input per hin2vec\n", + " for j in range(len(edges)):\n", + " head = edges[j][0]\n", + " tail = edges[j][1]\n", + " depth = edges[j][2]['depth']\n", + " Hin2VecInput.append(f'{head}\\t{1}\\t{tail}\\t{1}\\t{depth}')\n", + " \n", + " #Salvo il file .dat\n", + " SaveFile(Hin2VecInput)\n", + "\n", + " #Acquisisco i nodi primari\n", + " nodi_primari = NodiPrimari(Hin2VecInput)\n", + "\n", + " #Eseguo il comando\n", + " bashCommand = [\"./run.sh\"]\n", + " process = subprocess.Popen(bashCommand[0], stdout=subprocess.PIPE)\n", + " output, error = process.communicate()\n", + " \n", + " try:\n", + " #Ricavo il file emb.dat\n", + " #questo viene generato dallo script\n", + " with open('/content/data/conoscenza/emb.dat') as f:\n", + " lines = f.readlines()\n", + " \n", + " #Preparo il file emb.dat\n", + " OutDF = ParseEmb(lines)\n", + "\n", + " #Mi prendo solo gli elementi primari \n", + " #(togliere il commento se vogliamo prendere solo i nodi strettamente correlati al meme)\n", + " #OutDF = OutDF.query(f'nodo in {nodi_primari}')\n", + "\n", + " #Inserisco il df in una lista\n", + " Hin2VecOutputs.append(list(OutDF['embedding']))\n", + "\n", + " except:\n", + " null_vector = [0]*768\n", + " Hin2VecOutputs.append([null_vector])\n", + " pos_elementi_nulli.append(i)\n", + "\n", + "\n", + " #Resetto Hin2VecInput\n", + " Hin2VecInput = []\n", + " \n", + "\n", + "#Salvo gli embeddings\n", + "Hin2VecOutputs_array = np.array(Hin2VecOutputs)\n", + "np.save(f'path_file.npy', Hin2VecOutputs_array)" + ], + "metadata": { + "id": "YoJnEzL6JtSO" + }, + "execution_count": null, + "outputs": [] + } + ] +} \ No newline at end of file