|
| 1 | +# Generate pickle files with the cloudpickle library: |
| 2 | +# |
| 3 | +# local_agent = LangchainAgent( |
| 4 | +# model=MODEL, |
| 5 | +# agent_executor_kwargs={"return_intermediate_steps": True}, |
| 6 | +# ) |
| 7 | +# |
| 8 | +# output_filename = "pickle.pkl" |
| 9 | +# |
| 10 | +# with open(output_filename, "wb") as f: |
| 11 | +# cloudpickle.dump(local_agent, f) |
| 12 | + |
| 13 | +locals { |
| 14 | + class_methods = [ |
| 15 | + { |
| 16 | + api_mode = "async" |
| 17 | + description = null |
| 18 | + name = "async_query" |
| 19 | + parameters = { |
| 20 | + type = "object" |
| 21 | + required = [] |
| 22 | + properties = {} |
| 23 | + } |
| 24 | + } |
| 25 | + ] |
| 26 | +} |
| 27 | + |
| 28 | +resource "google_vertex_ai_reasoning_engine" "reasoning_engine" { |
| 29 | + display_name = "reasoning-engine-${local.name_suffix}" |
| 30 | + description = "A basic reasoning engine" |
| 31 | + region = "us-central1" |
| 32 | + |
| 33 | + encryption_spec { |
| 34 | + kms_key_name = "example-key-${local.name_suffix}" |
| 35 | + } |
| 36 | + |
| 37 | + spec { |
| 38 | + agent_framework = "google-adk" |
| 39 | + class_methods = jsonencode(local.class_methods) |
| 40 | + service_account = google_service_account.service_account.email |
| 41 | + |
| 42 | + deployment_spec { |
| 43 | + |
| 44 | + env { |
| 45 | + name = "var_1" |
| 46 | + value = "value_2" |
| 47 | + } |
| 48 | + |
| 49 | + env { |
| 50 | + name = "var_2" |
| 51 | + value = "value_2" |
| 52 | + } |
| 53 | + |
| 54 | + secret_env { |
| 55 | + name = "secret_var_1" |
| 56 | + |
| 57 | + secret_ref { |
| 58 | + secret = google_secret_manager_secret.secret.secret_id |
| 59 | + version = "latest" |
| 60 | + } |
| 61 | + } |
| 62 | + |
| 63 | + secret_env { |
| 64 | + name = "secret_var_2" |
| 65 | + |
| 66 | + secret_ref { |
| 67 | + secret = google_secret_manager_secret.secret.secret_id |
| 68 | + version = "latest" |
| 69 | + } |
| 70 | + } |
| 71 | + } |
| 72 | + |
| 73 | + package_spec { |
| 74 | + dependency_files_gcs_uri = "${google_storage_bucket.bucket.url}/${google_storage_bucket_object.bucket_obj_dependencies_tar_gz.name}" |
| 75 | + pickle_object_gcs_uri = "${google_storage_bucket.bucket.url}/${google_storage_bucket_object.bucket_obj_pickle.name}" |
| 76 | + python_version = "3.11" |
| 77 | + requirements_gcs_uri = "${google_storage_bucket.bucket.url}/${google_storage_bucket_object.bucket_obj_requirements_txt.name}" |
| 78 | + } |
| 79 | + } |
| 80 | + |
| 81 | + depends_on = [ |
| 82 | + time_sleep.wait_5_minutes |
| 83 | + ] |
| 84 | +} |
| 85 | + |
| 86 | +# Ensure we wait enough time for IAM permissions to be propagated |
| 87 | +resource "time_sleep" "wait_5_minutes" { |
| 88 | + create_duration = "5m" |
| 89 | + |
| 90 | + depends_on = [ |
| 91 | + google_project_iam_member.sa_iam_ai_platform_user, |
| 92 | + google_project_iam_member.sa_iam_object_viewer, |
| 93 | + google_project_iam_member.sa_iam_viewer, |
| 94 | + google_secret_manager_secret_iam_member.secret_access, |
| 95 | + google_secret_manager_secret_version.secret_version |
| 96 | + ] |
| 97 | +} |
| 98 | + |
| 99 | +resource "google_secret_manager_secret_version" "secret_version" { |
| 100 | + secret = google_secret_manager_secret.secret.id |
| 101 | + secret_data = "test" |
| 102 | +} |
| 103 | + |
| 104 | +resource "google_secret_manager_secret" "secret" { |
| 105 | + secret_id = "secret-${local.name_suffix}" |
| 106 | + |
| 107 | + replication { |
| 108 | + auto {} |
| 109 | + } |
| 110 | +} |
| 111 | + |
| 112 | +resource "google_secret_manager_secret_iam_member" "secret_access" { |
| 113 | + secret_id = google_secret_manager_secret.secret.id |
| 114 | + role = "roles/secretmanager.secretAccessor" |
| 115 | + member = google_service_account.service_account.member |
| 116 | +} |
| 117 | + |
| 118 | +resource "google_storage_bucket" "bucket" { |
| 119 | + name = "reasoning-engine-${local.name_suffix}" |
| 120 | + location = "us-central1" |
| 121 | + uniform_bucket_level_access = true |
| 122 | + force_destroy = true |
| 123 | +} |
| 124 | + |
| 125 | +resource "google_storage_bucket_object" "bucket_obj_requirements_txt" { |
| 126 | + name = "requirements.txt" |
| 127 | + bucket = google_storage_bucket.bucket.id |
| 128 | + source = "./test-fixtures/requirements_adk.txt" |
| 129 | +} |
| 130 | + |
| 131 | +resource "google_storage_bucket_object" "bucket_obj_pickle" { |
| 132 | + name = "code.pkl" |
| 133 | + bucket = google_storage_bucket.bucket.id |
| 134 | + source = "./test-fixtures/pickle_adk.pkl" |
| 135 | +} |
| 136 | + |
| 137 | +resource "google_storage_bucket_object" "bucket_obj_dependencies_tar_gz" { |
| 138 | + name = "dependencies.tar.gz" |
| 139 | + bucket = google_storage_bucket.bucket.id |
| 140 | + source = "./test-fixtures/dependencies_adk.tar.gz" |
| 141 | +} |
| 142 | + |
| 143 | +resource "google_service_account" "service_account" { |
| 144 | + account_id = "sa-${local.name_suffix}" |
| 145 | +} |
| 146 | + |
| 147 | +resource "google_project_iam_member" "sa_iam_object_viewer" { |
| 148 | + role = "roles/storage.objectViewer" |
| 149 | + project = data.google_project.project.id |
| 150 | + member = google_service_account.service_account.member |
| 151 | +} |
| 152 | + |
| 153 | +resource "google_project_iam_member" "sa_iam_ai_platform_user" { |
| 154 | + role = "roles/aiplatform.user" |
| 155 | + project = data.google_project.project.id |
| 156 | + member = google_service_account.service_account.member |
| 157 | +} |
| 158 | + |
| 159 | +resource "google_project_iam_member" "sa_iam_viewer" { |
| 160 | + role = "roles/viewer" |
| 161 | + project = data.google_project.project.id |
| 162 | + member = google_service_account.service_account.member |
| 163 | +} |
| 164 | + |
| 165 | +data "google_project" "project" { |
| 166 | +} |
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