{"cells":[{"cell_type":"code","execution_count":null,"metadata":{"id":"COkMuAOy2J5o"},"outputs":[],"source":["%load_ext autoreload\n","%autoreload 2"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"elapsed":107224,"status":"ok","timestamp":1697352037556,"user":{"displayName":"Rizqi Nur","userId":"09644007964068789560"},"user_tz":-420},"id":"lqNWRhS42u4P","outputId":"19625d04-29a5-4317-df95-1ab6deec06e1"},"outputs":[{"name":"stdout","output_type":"stream","text":["Requirement already satisfied: optuna in /usr/local/lib/python3.10/dist-packages (3.3.0)\n","Requirement already satisfied: optuna-dashboard in /usr/local/lib/python3.10/dist-packages (0.12.0)\n","Requirement already satisfied: alembic>=1.5.0 in /usr/local/lib/python3.10/dist-packages (from optuna) (1.12.0)\n","Requirement already satisfied: cmaes>=0.10.0 in /usr/local/lib/python3.10/dist-packages (from optuna) (0.10.0)\n","Requirement already satisfied: 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command git clone --filter=blob:none --quiet https://github.com/R-N/ml-utility-loss /tmp/pip-req-build-fqzb6w1k\n"," Resolved https://github.com/R-N/ml-utility-loss to commit e9512918d69ed70bcd15f1c49c3e237aef190374\n"," Preparing metadata (setup.py) ... \u001b[?25l\u001b[?25hdone\n","Requirement already satisfied: alpharelu in /usr/local/lib/python3.10/dist-packages (from ml-utility-loss==0.1.1) (1.1)\n","Requirement already satisfied: entmax in /usr/local/lib/python3.10/dist-packages (from ml-utility-loss==0.1.1) (1.1)\n","Requirement already satisfied: accelerate>=0.20.3 in /usr/local/lib/python3.10/dist-packages (from ml-utility-loss==0.1.1) (0.23.0)\n","Requirement already satisfied: catboost>=1.0.3 in /usr/local/lib/python3.10/dist-packages (from ml-utility-loss==0.1.1) (1.2.2)\n","Requirement already satisfied: category-encoders>=2.3.0 in /usr/local/lib/python3.10/dist-packages (from ml-utility-loss==0.1.1) (2.6.2)\n","Requirement already satisfied: datasets>=2.6.1 in 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packages: ml-utility-loss\n"," Building wheel for ml-utility-loss (setup.py) ... \u001b[?25l\u001b[?25hdone\n"," Created wheel for ml-utility-loss: filename=ml_utility_loss-0.1.1-py3-none-any.whl size=378135 sha256=b56375e2780574b57742479287c4d9caaddaa28e9087d2856957506a6c4a529b\n"," Stored in directory: /tmp/pip-ephem-wheel-cache-clfcxhqn/wheels/54/30/38/31c28079b5f07b6c793211d38f72e7f0be6764bfdfe016df74\n","Successfully built ml-utility-loss\n","Installing collected packages: ml-utility-loss\n"," Attempting uninstall: ml-utility-loss\n"," Found existing installation: ml-utility-loss 0.1.1\n"," Uninstalling ml-utility-loss-0.1.1:\n"," Successfully uninstalled ml-utility-loss-0.1.1\n","Successfully installed ml-utility-loss-0.1.1\n"]}],"source":["!pip install optuna optuna-dashboard\n","!pip install git+https://github.com/R-N/ml-utility-loss\n","!pip install git+https://github.com/R-N/ml-utility-loss --force-reinstall --no-deps"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"elapsed":2458,"status":"ok","timestamp":1697352040008,"user":{"displayName":"Rizqi Nur","userId":"09644007964068789560"},"user_tz":-420},"id":"nrYplK5Rkgcn","outputId":"a5b42144-304f-47a1-9b60-bef19d037084"},"outputs":[{"name":"stdout","output_type":"stream","text":["/content\n"," % Total % Received % Xferd Average Speed Time Time Time Current\n"," Dload Upload Total Spent Left Speed\n"," 0 0 0 0 0 0 0 0 --:--:-- --:--:-- --:--:-- 0\n"," 0 0 0 0 0 0 0 0 --:--:-- --:--:-- --:--:-- 0\n","100 34.7M 100 34.7M 0 0 22.8M 0 0:00:01 0:00:01 --:--:-- 33.8M\n"]}],"source":["%cd /content\n","!curl -Ls https://github.com/ekzhang/bore/releases/download/v0.4.0/bore-v0.4.0-x86_64-unknown-linux-musl.tar.gz | tar zx -C /usr/bin\n","!curl -Lo /usr/bin/cloudflared https://github.com/cloudflare/cloudflared/releases/latest/download/cloudflared-linux-amd64 && chmod +x /usr/bin/cloudflared"]},{"cell_type":"code","execution_count":null,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"elapsed":34944,"status":"ok","timestamp":1697352074946,"user":{"displayName":"Rizqi Nur","userId":"09644007964068789560"},"user_tz":-420},"id":"MdkECEu12xpL","outputId":"d3b92014-fee1-4e61-b6f3-8eda213942fe"},"outputs":[{"name":"stdout","output_type":"stream","text":["/content\n","Cloning into 'ml-utility-loss'...\n","remote: Enumerating objects: 54455, done.\u001b[K\n","remote: Counting objects: 100% (7368/7368), done.\u001b[K\n","remote: Compressing objects: 100% (3271/3271), done.\u001b[K\n","remote: Total 54455 (delta 4163), reused 7285 (delta 4081), pack-reused 47087\u001b[K\n","Receiving objects: 100% (54455/54455), 239.42 MiB | 12.87 MiB/s, done.\n","Resolving deltas: 100% (6211/6211), done.\n","Updating files: 100% (50325/50325), done.\n","/content/ml-utility-loss\n"]}],"source":["%cd /content\n","!rm -rf ml-utility-loss\n","!git clone https://github.com/R-N/ml-utility-loss\n","%cd ml-utility-loss\n","!rm -rf ml_utility_loss"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"ns5hFcVL2yvs"},"outputs":[],"source":["datasets = [\n"," \"insurance\",\n"," \"treatment\",\n"," \"contraceptive\"\n","]\n","\n","model_dir = \"/content/drive/MyDrive/rizqinur2010/Documents/ITS/Tesis/Model/\""]},{"cell_type":"code","execution_count":87,"metadata":{"executionInfo":{"elapsed":14,"status":"ok","timestamp":1697361146939,"user":{"displayName":"Rizqi Nur","userId":"09644007964068789560"},"user_tz":-420},"id":"UdvXYv3c3LXy"},"outputs":[],"source":["import pandas as pd\n","import numpy as np\n","import json\n","import os\n","\n","dataset_dir = \"datasets\"\n","dataset_name = \"insurance\"\n","\n","df = pd.read_csv(os.path.join(dataset_dir, f\"{dataset_name}.csv\"))\n","with open(os.path.join(dataset_dir, f\"{dataset_name}.json\")) as f:\n"," info = json.load(f)"]},{"cell_type":"code","execution_count":88,"metadata":{"executionInfo":{"elapsed":590,"status":"ok","timestamp":1697361147518,"user":{"displayName":"Rizqi Nur","userId":"09644007964068789560"},"user_tz":-420},"id":"Vrl2QkoV3o_8"},"outputs":[],"source":["from ml_utility_loss.util import split_df_ratio\n","\n","task = info[\"task\"]\n","target = info[\"target\"]\n","cat_features = info[\"cat_features\"]\n","mixed_features = info[\"mixed_features\"]\n","longtail_features = info[\"longtail_features\"]\n","integer_features = info[\"integer_features\"]\n","\n","dfs = {\n"," \"df\": df,\n","}\n","dfs_test = {}\n","for i in range(5):\n"," train, test = split_df_ratio(df, ratio=0.2, i=i, seed=42)\n"," dfs[i] = train\n"," dfs_test[i] = test\n"]},{"cell_type":"code","execution_count":89,"metadata":{"executionInfo":{"elapsed":12,"status":"ok","timestamp":1697361147519,"user":{"displayName":"Rizqi Nur","userId":"09644007964068789560"},"user_tz":-420},"id":"a-SjylvlYl7i"},"outputs":[],"source":["from ml_utility_loss.util import mkdir\n","\n","model_name = \"tab_ddpm\"\n","df_name = 4\n","#model_name_2 = f\"{model_name}_{dataset_name}_{df_name}\"\n","model_dir_2 = os.path.join(model_dir, model_name, dataset_name, str(df_name))\n","mkdir(model_dir_2)\n","model_path = os.path.join(model_dir_2, f\"model.pt\")\n","diffusion_path = os.path.join(model_dir_2, f\"diffusion.pt\")\n","trainer_path = os.path.join(model_dir_2, f\"trainer.pt\")\n","model_state_path = os.path.join(model_dir_2, f\"model_state.json\")\n","diffusion_state_path = os.path.join(model_dir_2, f\"diffusion_state.json\")\n","params_path = os.path.join(model_dir_2, f\"params.json\")"]},{"cell_type":"code","execution_count":90,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"elapsed":11,"status":"ok","timestamp":1697361147519,"user":{"displayName":"Rizqi Nur","userId":"09644007964068789560"},"user_tz":-420},"id":"-YDZUU9QUCwx","outputId":"50dcb58c-f0de-4f40-f97f-79a3cd23681b"},"outputs":[{"output_type":"stream","name":"stdout","text":["/content/drive/MyDrive/rizqinur2010/Documents/ITS/Tesis/Model/tab_ddpm/insurance/4/model.pt\n"]}],"source":["print(model_path)"]},{"cell_type":"code","execution_count":91,"metadata":{"executionInfo":{"elapsed":6,"status":"ok","timestamp":1697361147931,"user":{"displayName":"Rizqi Nur","userId":"09644007964068789560"},"user_tz":-420},"id":"NgahtU1q9uLO"},"outputs":[],"source":["\n","from ml_utility_loss.tuning import create_objective\n","from ml_utility_loss.synthesizers.tab_ddpm.params.default import RTDL_PARAMS\n","import ml_utility_loss.synthesizers.tab_ddpm.params as PARAMS\n","from ml_utility_loss.util import filter_dict_2, filter_dict\n","from copy import deepcopy\n","\n","params = getattr(PARAMS, dataset_name).BEST\n","\n","model_params={\n"," **params,\n","}\n","\n","n_layers = model_params.pop(\"n_layers\")\n","d_layers_0 = model_params.pop(\"d_layers_0\")\n","d_layers_i = model_params.pop(\"d_layers_i\")\n","d_layers_n = model_params.pop(\"d_layers_n\")\n","d_layers = [\n"," d_layers_0,\n"," *[d_layers_i for _ in range(n_layers-2)],\n"," d_layers_n,\n","]\n","model_params[\"d_layers\"] = d_layers\n","\n","rtdl_params = filter_dict(model_params, RTDL_PARAMS)\n","model_params = {k: v for k, v in model_params.items() if k not in rtdl_params}\n","model_params[\"rtdl_params\"] = rtdl_params\n","model_params_ = deepcopy(model_params)"]},{"cell_type":"code","execution_count":92,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"wGsDQTlk8Zl1","executionInfo":{"status":"ok","timestamp":1697361491663,"user_tz":-420,"elapsed":343737,"user":{"displayName":"Rizqi Nur","userId":"09644007964068789560"}},"outputId":"996f2f4a-9065-4001-9854-bff40326818c"},"outputs":[{"output_type":"stream","name":"stderr","text":["/usr/local/lib/python3.10/dist-packages/delu/_utils.py:16: DeLUDeprecationWarning: The function improve_reproducibility` is deprecated and will be removed in future releases. Instead, use `delu.random.seed` and manually set flags mentioned in the `PyTorch docs on reproducibility `_\n"," warnings.warn(\n","/usr/local/lib/python3.10/dist-packages/sklearn/preprocessing/_encoders.py:868: FutureWarning: `sparse` was renamed to `sparse_output` in version 1.2 and will be removed in 1.4. `sparse_output` is ignored unless you leave `sparse` to its default value.\n"," warnings.warn(\n"]},{"output_type":"stream","name":"stdout","text":["[0]\n","11\n","{'rtdl_params': {'dropout': 0.07319902815233517, 'd_layers': [512, 512, 512, 512, 512, 2048]}, 'is_y_cond': True, 'd_in': 11}\n","Step 10/42617 MLoss: 0.0 GLoss: 0.9943 Sum: 0.9943\n","Step 20/42617 MLoss: 0.0 GLoss: 0.9767 Sum: 0.9767\n","Step 30/42617 MLoss: 0.0 GLoss: 0.8696 Sum: 0.8696\n","Step 40/42617 MLoss: 0.0 GLoss: 0.736 Sum: 0.736\n","Step 50/42617 MLoss: 0.0 GLoss: 0.6526 Sum: 0.6526\n","Step 60/42617 MLoss: 0.0 GLoss: 0.6061 Sum: 0.6061\n","Step 70/42617 MLoss: 0.0 GLoss: 0.5551 Sum: 0.5551\n","Step 80/42617 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MLoss: 0.0 GLoss: 0.0581 Sum: 0.0581\n","Step 42540/42617 MLoss: 0.0 GLoss: 0.0603 Sum: 0.0603\n","Step 42550/42617 MLoss: 0.0 GLoss: 0.0584 Sum: 0.0584\n","Step 42560/42617 MLoss: 0.0 GLoss: 0.0599 Sum: 0.0599\n","Step 42570/42617 MLoss: 0.0 GLoss: 0.058 Sum: 0.058\n","Step 42580/42617 MLoss: 0.0 GLoss: 0.0607 Sum: 0.0607\n","Step 42590/42617 MLoss: 0.0 GLoss: 0.0596 Sum: 0.0596\n","Step 42600/42617 MLoss: 0.0 GLoss: 0.057 Sum: 0.057\n","Step 42610/42617 MLoss: 0.0 GLoss: 0.0575 Sum: 0.0575\n"]},{"output_type":"stream","name":"stderr","text":["/usr/local/lib/python3.10/dist-packages/delu/_utils.py:16: DeLUDeprecationWarning: The function improve_reproducibility` is deprecated and will be removed in future releases. Instead, use `delu.random.seed` and manually set flags mentioned in the `PyTorch docs on reproducibility `_\n"," warnings.warn(\n"]},{"output_type":"stream","name":"stdout","text":["Sample timestep 0\n"]}],"source":["from ml_utility_loss.synthesizers.tvae.wrapper import TVAE\n","from ml_utility_loss.synthesizers.tab_ddpm.pipeline import train as _train, sample as _sample\n","\n","train = dfs[df_name]\n","\n","model, diffusion, trainer = _train(\n"," train,\n"," task_type=task,\n"," target=target,\n"," cat_features=cat_features,\n"," **model_params,\n",")\n","# Create synthetic data\n","synth_df = _sample(\n"," diffusion,\n"," batch_size=model_params[\"batch_size\"],\n"," num_samples=len(train)\n",")"]},{"cell_type":"code","execution_count":93,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"BR6lIxsgXcc5","executionInfo":{"status":"ok","timestamp":1697361491664,"user_tz":-420,"elapsed":57,"user":{"displayName":"Rizqi Nur","userId":"09644007964068789560"}},"outputId":"11e7cfe9-70f6-4840-8813-580bec66ec70"},"outputs":[{"output_type":"execute_result","data":{"text/plain":["False"]},"metadata":{},"execution_count":93}],"source":["import types\n","isinstance(trainer, types.GeneratorType)"]},{"cell_type":"code","execution_count":94,"metadata":{"id":"qUHHYJNRJdDy","executionInfo":{"status":"ok","timestamp":1697361491665,"user_tz":-420,"elapsed":13,"user":{"displayName":"Rizqi Nur","userId":"09644007964068789560"}}},"outputs":[],"source":["import torch\n","from copy import deepcopy\n","import json\n","\n","torch.save(model, model_path)\n","torch.save(diffusion, diffusion_path)\n","#torch.save(trainer, trainer_path)\n","torch.save(deepcopy(model.state_dict()), model_state_path)\n","torch.save(deepcopy(diffusion.state_dict()), diffusion_state_path)\n","with open(params_path, \"w\") as f:\n"," json.dump(model_params_, f, indent=4)"]},{"cell_type":"code","execution_count":95,"metadata":{"id":"7SQgzf5-P249","executionInfo":{"status":"ok","timestamp":1697361491666,"user_tz":-420,"elapsed":13,"user":{"displayName":"Rizqi Nur","userId":"09644007964068789560"}}},"outputs":[],"source":["synth_path = os.path.join(model_dir_2, f\"synth.csv\")\n","train_path = os.path.join(model_dir_2, f\"train.csv\")\n","val_path = os.path.join(model_dir_2, f\"val.csv\")\n","test_path = os.path.join(model_dir_2, f\"test.csv\")\n","\n","synth_df.to_csv(synth_path)\n","dfs[df_name].to_csv(train_path)\n","dfs_test[df_name].to_csv(val_path)\n","dfs_test[df_name].to_csv(test_path)"]},{"cell_type":"code","execution_count":95,"metadata":{"id":"nB724X33v4Qd","executionInfo":{"status":"ok","timestamp":1697361491666,"user_tz":-420,"elapsed":13,"user":{"displayName":"Rizqi Nur","userId":"09644007964068789560"}}},"outputs":[],"source":[]}],"metadata":{"accelerator":"GPU","colab":{"provenance":[],"mount_file_id":"1thrslXDsb3UiDvvPU--356QMeNaiFBdW","authorship_tag":"ABX9TyP9QeEydtXrVGW6XxyuLIx2"},"kernelspec":{"display_name":"Python 3","name":"python3"},"language_info":{"name":"python"}},"nbformat":4,"nbformat_minor":0}