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Cristiano Hoshikawa
2025-08-21 13:59:02 -03:00
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parent 303bc7ab5a
commit 2f43a7a8ea
2 changed files with 101 additions and 15 deletions
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22
Risk Admission Lab v1.ipynb
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@@ -495,7 +495,7 @@
" return out_path\n",
"\n",
"# ---- use aqui o SEU link de compartilhamento (de pasta ou arquivo) ----\n",
"url = \"https://www.dropbox.com/scl/fi/4jbzmsixhgdm6skpt1qyg/Wallet_ORADB23ai.zip?rlkey=z0bvsfzr6m1tiizrpe2ceufla\"\n",
"url = \"https://<link para baixar o Wallet se houver>\"\n",
"zip_path = \"Wallet_ORADB23ai.zip\"\n",
"\n",
"download_dropbox_zip(url, zip_path)\n",
@@ -578,17 +578,11 @@
" \"user_name\": \"admin\",\n",
" \"password\": \"********\",\n",
" \"service_name\": \"oradb23ai_high\",\n",
" \"wallet_location\": \"Wallet_ORADB23ai.zip\",\n",
" \"wallet_location\": \"Wallet.zip\",\n",
"}\n",
"import pandas as pd\n",
"import ads\n",
"\n",
"# simple read of a SQL query into a dataframe with no bind variables\n",
"# df = pd.DataFrame.ads.read_sql(\n",
"# \"SELECT * FROM SH.SALES\",\n",
"# connection_parameters=connection_parameters,\n",
"# )\n",
"\n",
"# read of a SQL query into a dataframe with a bind variable. Use bind variables\n",
"# rather than string substitution to avoid the SQL injection attack vector.\n",
"df = pd.DataFrame.ads.read_sql(\n",
@@ -1277,10 +1271,10 @@
"import os, joblib\n",
"from ads.model.framework.sklearn_model import SklearnModel\n",
"\n",
"compartment_id = \"ocid1.compartment.oc1..aaaaaaaaexpiw4a7dio64mkfv2t273s2hgdl6mgfvvyv7tycalnjlvpvfl3q\"\n",
"compartment_id = \"ocid1.compartment.oc1..aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa\"\n",
"#conda_slug = \"oci://service-conda-packs@id19sfcrra6z/service_pack/cpu/Oracle_AutoMLx_v25.1_for_CPU_on_Python_3.11/2.0/automlx251_p311_cpu_x86_64_v2\" # igual ao exemplo oficial\n",
"conda_slug = \"automlx251_p311_cpu_x86_64_v2\"\n",
"project_id = \"ocid1.datascienceproject.oc1.sa-saopaulo-1.amaaaaaafioir7iaechagym53tslgtawskevs6zsgdg77oipytxhfr5gg53a\"\n",
"project_id = \"ocid1.datascienceproject.oc1.sa-saopaulo-1.aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa\"\n",
"\n",
"# (opcional) salvar artefatos locais\n",
"# os.makedirs(\"artifacts\", exist_ok=True)\n",
@@ -1482,7 +1476,7 @@
"DEPLOYMENT_ID = deployment.id\n",
"\n",
"# Caso contrário, se estiver em código avulso - habilitar\n",
"#DEPLOYMENT_ID = \"ocid1.datasciencemodeldeployment.oc1.sa-saopaulo-1.amaaaaaafioir7iassu24n2f6lwajtkhwd3j5qezitdmxjvmmw6vagylik3q\"\n",
"#DEPLOYMENT_ID = \"ocid1.datasciencemodeldeployment.oc1.sa-saopaulo.aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa\"\n",
"\n",
"ads.set_auth(\n",
" auth=\"api_key\",\n",
@@ -1496,7 +1490,7 @@
"print(\"Endpoint:\", md.url)\n",
"\n",
"# Endpoint correto (não adicionar /predict manualmente se já vier com ele)\n",
"#endpoint = \"https://modeldeployment.sa-saopaulo-1.oci.customer-oci.com/ocid1.datasciencemodeldeployment.oc1.sa-saopaulo-1.amaaaaaafioir7iassu24n2f6lwajtkhwd3j5qezitdmxjvmmw6vagylik3q/predict\"\n",
"#endpoint = \"https://modeldeployment.sa-saopaulo-1.oci.customer-oci.com/ocid1.datasciencemodeldeployment.oc1.sa-saopaulo-1.aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa/predict\"\n",
"endpoint = md.url + \"/predict\"\n",
"\n",
"print(endpoint)\n",
@@ -4540,7 +4534,7 @@
"TARGET_COL = \"admitted_from_ed\" # seu alvo 0/1\n",
"#DEPLOYMENT_ID = deployment.id # se você já tem o objeto deployment no notebook\n",
"# Caso esteja fora do notebook de deploy, comente a linha acima e defina manualmente:\n",
"DEPLOYMENT_ID = \"ocid1.datasciencemodeldeployment.oc1.sa-saopaulo-1.amaaaaaafioir7iafffqtvgm2mj24zw7vnnyamcxzhwqelkdpg5n5qw4jgkq\"\n",
"DEPLOYMENT_ID = \"ocid1.datasciencemodeldeployment.oc1.sa-saopaulo-1.aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa\"\n",
"\n",
"# Colunas de entrada exigidas pelo modelo (na ORDEM do schema)\n",
"FEATURE_COLS = [\n",
@@ -4554,7 +4548,7 @@
" \"user_name\": \"admin\",\n",
" \"password\": \"********\",\n",
" \"service_name\": \"oradb23ai_high\",\n",
" \"wallet_location\": \"Wallet_ORADB23ai.zip\",\n",
" \"wallet_location\": \"Wallet.zip\",\n",
"}\n",
"\n",
"# -----------------------------\n",