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| 1 | + |
| 2 | +// Copyright (c) 2017, 2021, Oracle and/or its affiliates. All rights reserved. |
| 3 | +// Licensed under the Mozilla Public License v2.0 |
| 4 | + |
| 5 | +// These variables would commonly be defined as environment variables or sourced in a .env file |
| 6 | + |
| 7 | +variable "tenancy_ocid" { |
| 8 | +} |
| 9 | + |
| 10 | +variable "user_ocid" { |
| 11 | +} |
| 12 | + |
| 13 | +variable "fingerprint" { |
| 14 | +} |
| 15 | + |
| 16 | +variable "private_key_path" { |
| 17 | +} |
| 18 | + |
| 19 | +variable "region" { |
| 20 | +} |
| 21 | + |
| 22 | +provider "oci" { |
| 23 | + region = var.region |
| 24 | + tenancy_ocid = var.tenancy_ocid |
| 25 | + user_ocid = var.user_ocid |
| 26 | + fingerprint = var.fingerprint |
| 27 | + private_key_path = var.private_key_path |
| 28 | +} |
| 29 | + |
| 30 | +variable "compartment_ocid" { |
| 31 | +} |
| 32 | + |
| 33 | +variable "project_ocid" { |
| 34 | +} |
| 35 | + |
| 36 | +variable "model_display_name" { |
| 37 | + default = "terraform-testing-model" |
| 38 | +} |
| 39 | + |
| 40 | +variable "model_description" { |
| 41 | + default = "Model for terraform testing" |
| 42 | +} |
| 43 | + |
| 44 | +variable "artifact_content_length" { |
| 45 | +} |
| 46 | + |
| 47 | +variable "model_artifact" { |
| 48 | +} |
| 49 | + |
| 50 | +variable "content_disposition" { |
| 51 | +} |
| 52 | + |
| 53 | +variable "shape" { |
| 54 | +} |
| 55 | + |
| 56 | +variable "model_defined_tags" { |
| 57 | +} |
| 58 | + |
| 59 | +variable "model_freeform_tag" { |
| 60 | +} |
| 61 | + |
| 62 | +variable "model_state" { |
| 63 | +} |
| 64 | + |
| 65 | + |
| 66 | +# A model resource configurations for creating a new model |
| 67 | +resource "oci_datascience_model" "tf_model" { |
| 68 | + # Required |
| 69 | + artifact_content_length = var.artifact_content_length |
| 70 | + model_artifact = var.model_artifact |
| 71 | + compartment_id = var.compartment_ocid |
| 72 | + project_id = var.project_ocid |
| 73 | + # Optional |
| 74 | + artifact_content_disposition = var.content_disposition |
| 75 | + defined_tags = var.model_defined_tags |
| 76 | + description = var.model_description |
| 77 | + display_name = var.model_display_name |
| 78 | + freeform_tags = var.model_freeform_tag |
| 79 | +} |
| 80 | + |
| 81 | +# A data resource for the list of models in a specified compartment |
| 82 | +data "oci_datascience_models" "tf_models" { |
| 83 | + # Required |
| 84 | + compartment_id = var.compartment_ocid |
| 85 | + # Optional |
| 86 | + created_by = var.user_ocid |
| 87 | + display_name = oci_datascience_model.tf_model.display_name |
| 88 | + id = oci_datascience_model.tf_model.id |
| 89 | + project_id = var.project_ocid |
| 90 | + state = var.model_state |
| 91 | +} |
| 92 | + |
| 93 | +# The data source for a list of model deployment shapes |
| 94 | +data "oci_datascience_model_deployment_shapes" "tf_model_deployment_shapes" { |
| 95 | + # Required |
| 96 | + compartment_id = var.compartment_ocid |
| 97 | +} |
| 98 | + |
| 99 | +variable "model_deployment_display_name" { |
| 100 | + default = "terraform-testing-model-deployment" |
| 101 | +} |
| 102 | + |
| 103 | +variable "model_deployment_description" { |
| 104 | + default = "Model Deployment for terraform testing" |
| 105 | +} |
| 106 | + |
| 107 | +variable "shape" { |
| 108 | +} |
| 109 | + |
| 110 | +variable "log_group_id" { |
| 111 | +} |
| 112 | + |
| 113 | +variable "model_deployment_defined_tags" { |
| 114 | +} |
| 115 | + |
| 116 | +variable "model_deployment_freeform_tag" { |
| 117 | +} |
| 118 | + |
| 119 | +variable "access_log_id" { |
| 120 | +} |
| 121 | + |
| 122 | +variable "predict_log_id" { |
| 123 | +} |
| 124 | + |
| 125 | +variable "model_deployment_model_deployment_configuration_details_deployment_type" { |
| 126 | + default = "SINGLE_MODEL" |
| 127 | +} |
| 128 | + |
| 129 | +variable "model_deployment_model_deployment_configuration_details_model_configuration_details_bandwidth_mbps" { |
| 130 | + default = 10 |
| 131 | +} |
| 132 | + |
| 133 | +variable "model_deployment_model_deployment_configuration_details_model_configuration_details_scaling_policy_instance_count" { |
| 134 | + default = 1 |
| 135 | +} |
| 136 | + |
| 137 | +variable "model_deployment_model_deployment_configuration_details_model_configuration_details_scaling_policy_policy_type" { |
| 138 | + default = "FIXED_SIZE" |
| 139 | +} |
| 140 | + |
| 141 | +variable "model_deployment_state" { |
| 142 | +} |
| 143 | + |
| 144 | +# A model deployment resource configurations for creating a new model deployment |
| 145 | +resource "oci_datascience_model_deployment" "tf_model_deployment" { |
| 146 | + # Required |
| 147 | + compartment_id = var.compartment_ocid |
| 148 | + model_deployment_configuration_details { |
| 149 | + # Required |
| 150 | + deployment_type = var.model_deployment_model_deployment_configuration_details_deployment_type |
| 151 | + model_configuration_details { |
| 152 | + # Required |
| 153 | + instance_configuration { |
| 154 | + # Required |
| 155 | + instance_shape_name = var.shape |
| 156 | + } |
| 157 | + model_id = oci_datascience_model.tf_model.id |
| 158 | + |
| 159 | + # Optional |
| 160 | + bandwidth_mbps = var.model_deployment_model_deployment_configuration_details_model_configuration_details_bandwidth_mbps |
| 161 | + scaling_policy { |
| 162 | + # Required |
| 163 | + instance_count = var.model_deployment_model_deployment_configuration_details_model_configuration_details_scaling_policy_instance_count |
| 164 | + policy_type = var.model_deployment_model_deployment_configuration_details_model_configuration_details_scaling_policy_policy_type |
| 165 | + } |
| 166 | + } |
| 167 | + } |
| 168 | + project_id = var.project_ocid |
| 169 | + |
| 170 | + # Optional |
| 171 | + category_log_details { |
| 172 | + |
| 173 | + # Optional |
| 174 | + access { |
| 175 | + # Required |
| 176 | + log_group_id = var.log_group_id |
| 177 | + log_id = var.access_log_id |
| 178 | + } |
| 179 | + predict { |
| 180 | + # Required |
| 181 | + log_group_id = var.log_group_id |
| 182 | + log_id = var.predict_log_id |
| 183 | + } |
| 184 | + } |
| 185 | + # Optional |
| 186 | + defined_tags = var.model_deployment_defined_tags |
| 187 | + description = var.model_deployment_description |
| 188 | + display_name = var.model_deployment_display_name |
| 189 | + freeform_tags = var.model_deployment_freeform_tag |
| 190 | +} |
| 191 | + |
| 192 | +# The data resource for a list of model deployments in a specified compartment |
| 193 | +data "oci_datascience_model_deployments" "tf_model_deployments" { |
| 194 | + # Required |
| 195 | + compartment_id = var.compartment_ocid |
| 196 | + |
| 197 | + # Optional |
| 198 | + created_by = var.user_ocid |
| 199 | + display_name = oci_datascience_model_deployment.tf_model_deployment.display_name |
| 200 | + id = oci_datascience_model_deployment.tf_model_deployment.id |
| 201 | + project_id = var.project_ocid |
| 202 | + state = var.model_deployment_state |
| 203 | +} |
| 204 | + |
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