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{file = "zipp-3.16.2-py3-none-any.whl", hash = "sha256:679e51dd4403591b2d6838a48de3d283f3d188412a9782faadf845f298736ba0"}, - {file = "zipp-3.16.2.tar.gz", hash = "sha256:ebc15946aa78bd63458992fc81ec3b6f7b1e92d51c35e6de1c3804e73b799147"}, + {file = "zipp-3.17.0-py3-none-any.whl", hash = "sha256:0e923e726174922dce09c53c59ad483ff7bbb8e572e00c7f7c46b88556409f31"}, + {file = "zipp-3.17.0.tar.gz", hash = "sha256:84e64a1c28cf7e91ed2078bb8cc8c259cb19b76942096c8d7b84947690cabaf0"}, ] [package.extras] -docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"] +docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"] testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"] [metadata] lock-version = "2.0" python-versions = "^3.8" -content-hash = "c50632b24854733473ee1cebce99b747a46c0b26aed706589c2226ee1c5077ad" +content-hash = "105f8862954c35f7a00fc7d7e182792efb081f4d88722bf9a9fbd7f5483da8f1" diff --git a/pyproject.toml b/pyproject.toml index a7b0118f..3cd927b9 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -43,7 +43,7 @@ matcha = "matcha_ml.cli.cli:app" [tool.poetry.dependencies] python = "^3.8" -typer = {extras = ["all"], version = "^0.7.0"} +typer = {extras = ["all"], version = "^0.9.0"} python-terraform = "^0.10.1" azure-identity = "^1.12.0" azure-mgmt-resource = "^23.0.0" diff --git a/src/matcha_ml/infrastructure/default/data_version_control_storage/main.tf b/src/matcha_ml/infrastructure/default/data_version_control_storage/main.tf index 72b26b18..ae089fe8 100644 --- a/src/matcha_ml/infrastructure/default/data_version_control_storage/main.tf +++ b/src/matcha_ml/infrastructure/default/data_version_control_storage/main.tf @@ -18,5 +18,5 @@ resource "azurerm_storage_account" "storageaccount" { resource "azurerm_storage_container" "storagecontainer" { name = "${var.prefix}dvcstore" storage_account_name = azurerm_storage_account.storageaccount.name - container_access_type = "container" + container_access_type = "private" } diff --git a/src/matcha_ml/infrastructure/default/mlflow_module/main.tf b/src/matcha_ml/infrastructure/default/mlflow_module/main.tf index eb97dfaa..a2bb5e63 100644 --- a/src/matcha_ml/infrastructure/default/mlflow_module/main.tf +++ b/src/matcha_ml/infrastructure/default/mlflow_module/main.tf @@ -9,8 +9,19 @@ resource "helm_release" "mlflow_tracking" { # Change type from "ClusterIP" to "LoadBalancer" set { name = "service.type" - value = "LoadBalancer" + value = "ClusterIP" } + + set { + name = "image.repository" + value = "ghcr.io/mlflow/mlflow" + } + + set { + name = "image.tag" + value = "v2.6.0" + } + # set proxied access to artifact storage set { name = "artifactRoot.proxiedArtifactStorage" diff --git a/src/matcha_ml/infrastructure/default/mlflow_module/output.tf b/src/matcha_ml/infrastructure/default/mlflow_module/output.tf index d73628a7..e69de29b 100644 --- a/src/matcha_ml/infrastructure/default/mlflow_module/output.tf +++ b/src/matcha_ml/infrastructure/default/mlflow_module/output.tf @@ -1,4 +0,0 @@ -output "mlflow_tracking_url" { - description = "The tracking URL for MLFlow dashboard" - value = "http://${data.kubernetes_service.mlflow_tracking.status.0.load_balancer.0.ingress.0.ip}:${data.kubernetes_service.mlflow_tracking.spec.0.port.0.port}" -} diff --git a/src/matcha_ml/infrastructure/default/output.tf b/src/matcha_ml/infrastructure/default/output.tf index f62fd806..d5a5bca3 100644 --- a/src/matcha_ml/infrastructure/default/output.tf +++ b/src/matcha_ml/infrastructure/default/output.tf @@ -1,8 +1,3 @@ -output "experiment_tracker_mlflow_tracking_url" { - description = "The URL for the MLflow tracking server" - value = module.mlflow.mlflow_tracking_url -} - output "experiment_tracker_mlflow_azure_connection_string" { description = "The Azure connection string for the MLflow artifact storage" value = module.storage.primary_connection_string @@ -26,11 +21,6 @@ output "orchestrator_aks_k8s_context" { value = local.kubectl_context } -output "pipeline_zenml_server_url" { - description = "The URL for the ZenServer API server" - value = module.zenserver.zenserver_url -} - output "pipeline_zenml_server_username" { description = "The username for accessing the ZenServer API server" value = module.zenserver.zenserver_username diff --git a/src/matcha_ml/infrastructure/default/storage/main.tf b/src/matcha_ml/infrastructure/default/storage/main.tf index b448a625..1b7e3cd1 100644 --- a/src/matcha_ml/infrastructure/default/storage/main.tf +++ b/src/matcha_ml/infrastructure/default/storage/main.tf @@ -18,5 +18,5 @@ resource "azurerm_storage_account" "storageaccount" { resource "azurerm_storage_container" "storagecontainer" { name = "${var.prefix}store" storage_account_name = azurerm_storage_account.storageaccount.name - container_access_type = "container" + container_access_type = "private" } diff --git a/src/matcha_ml/infrastructure/default/zen_server/outputs.tf b/src/matcha_ml/infrastructure/default/zen_server/outputs.tf index 8d986559..dad94e58 100644 --- a/src/matcha_ml/infrastructure/default/zen_server/outputs.tf +++ b/src/matcha_ml/infrastructure/default/zen_server/outputs.tf @@ -1,8 +1,3 @@ -output "zenserver_url" { - description = "The URL for the ZenML server" - value = "http://${data.kubernetes_service.zen_server.status.0.load_balancer.0.ingress.0.ip}" -} - output "zenserver_username" { description = "The username used to access the ZenML server" value = var.username @@ -13,7 +8,3 @@ output "zenserver_password" { value = var.password sensitive = true } - -# output "zenserver_url" { -# value = var.create_ingress_controller ? "https://${data.kubernetes_service.ingress-controller[0].status.0.load_balancer.0.ingress.0.ip}.nip.io/${var.ingress_path}" : "https://${var.ingress_controller_hostname}.nip.io/${var.ingress_path}" -# } diff --git a/src/matcha_ml/infrastructure/default/zen_server/zenml_helm/values.yaml b/src/matcha_ml/infrastructure/default/zen_server/zenml_helm/values.yaml index e03a5cd7..383346ae 100644 --- a/src/matcha_ml/infrastructure/default/zen_server/zenml_helm/values.yaml +++ b/src/matcha_ml/infrastructure/default/zen_server/zenml_helm/values.yaml @@ -250,7 +250,7 @@ zenml: secretEnvironment: {} service: - type: LoadBalancer # changed from ClusterIP + type: ClusterIP # changed from ClusterIP port: 80 ingress: diff --git a/src/matcha_ml/infrastructure/llm/aks/main.tf b/src/matcha_ml/infrastructure/llm/aks/main.tf index 262c24c6..65bb3194 100644 --- a/src/matcha_ml/infrastructure/llm/aks/main.tf +++ b/src/matcha_ml/infrastructure/llm/aks/main.tf @@ -6,7 +6,7 @@ resource "azurerm_kubernetes_cluster" "main" { default_node_pool { name = "default" - vm_size = "Standard_DS3_v2" + vm_size = "Standard_NC8as_T4_v3" enable_auto_scaling = true max_count = 3 diff --git a/src/matcha_ml/infrastructure/llm/chroma/chroma_helm/values.yaml b/src/matcha_ml/infrastructure/llm/chroma/chroma_helm/values.yaml index c38d484a..bb32db88 100644 --- a/src/matcha_ml/infrastructure/llm/chroma/chroma_helm/values.yaml +++ b/src/matcha_ml/infrastructure/llm/chroma/chroma_helm/values.yaml @@ -1,7 +1,7 @@ # values.yaml image: repository: ghcr.io/chroma-core/chroma - tag: 0.4.3 + tag: latest resources: requests: diff --git a/src/matcha_ml/infrastructure/llm/data_version_control_storage/main.tf b/src/matcha_ml/infrastructure/llm/data_version_control_storage/main.tf index 72b26b18..ae089fe8 100644 --- a/src/matcha_ml/infrastructure/llm/data_version_control_storage/main.tf +++ b/src/matcha_ml/infrastructure/llm/data_version_control_storage/main.tf @@ -18,5 +18,5 @@ resource "azurerm_storage_account" "storageaccount" { resource "azurerm_storage_container" "storagecontainer" { name = "${var.prefix}dvcstore" storage_account_name = azurerm_storage_account.storageaccount.name - container_access_type = "container" + container_access_type = "private" } diff --git a/src/matcha_ml/infrastructure/llm/mlflow_module/main.tf b/src/matcha_ml/infrastructure/llm/mlflow_module/main.tf index eb97dfaa..1d3801f0 100644 --- a/src/matcha_ml/infrastructure/llm/mlflow_module/main.tf +++ b/src/matcha_ml/infrastructure/llm/mlflow_module/main.tf @@ -9,7 +9,17 @@ resource "helm_release" "mlflow_tracking" { # Change type from "ClusterIP" to "LoadBalancer" set { name = "service.type" - value = "LoadBalancer" + value = "ClusterIP" + } + + set { + name = "image.repository" + value = "ghcr.io/mlflow/mlflow" + } + + set { + name = "image.tag" + value = "v2.6.0" } # set proxied access to artifact storage set { diff --git a/src/matcha_ml/infrastructure/llm/mlflow_module/output.tf b/src/matcha_ml/infrastructure/llm/mlflow_module/output.tf index d73628a7..e69de29b 100644 --- a/src/matcha_ml/infrastructure/llm/mlflow_module/output.tf +++ b/src/matcha_ml/infrastructure/llm/mlflow_module/output.tf @@ -1,4 +0,0 @@ -output "mlflow_tracking_url" { - description = "The tracking URL for MLFlow dashboard" - value = "http://${data.kubernetes_service.mlflow_tracking.status.0.load_balancer.0.ingress.0.ip}:${data.kubernetes_service.mlflow_tracking.spec.0.port.0.port}" -} diff --git a/src/matcha_ml/infrastructure/llm/output.tf b/src/matcha_ml/infrastructure/llm/output.tf index f62fd806..d5a5bca3 100644 --- a/src/matcha_ml/infrastructure/llm/output.tf +++ b/src/matcha_ml/infrastructure/llm/output.tf @@ -1,8 +1,3 @@ -output "experiment_tracker_mlflow_tracking_url" { - description = "The URL for the MLflow tracking server" - value = module.mlflow.mlflow_tracking_url -} - output "experiment_tracker_mlflow_azure_connection_string" { description = "The Azure connection string for the MLflow artifact storage" value = module.storage.primary_connection_string @@ -26,11 +21,6 @@ output "orchestrator_aks_k8s_context" { value = local.kubectl_context } -output "pipeline_zenml_server_url" { - description = "The URL for the ZenServer API server" - value = module.zenserver.zenserver_url -} - output "pipeline_zenml_server_username" { description = "The username for accessing the ZenServer API server" value = module.zenserver.zenserver_username diff --git a/src/matcha_ml/infrastructure/llm/storage/main.tf b/src/matcha_ml/infrastructure/llm/storage/main.tf index b448a625..1b7e3cd1 100644 --- a/src/matcha_ml/infrastructure/llm/storage/main.tf +++ b/src/matcha_ml/infrastructure/llm/storage/main.tf @@ -18,5 +18,5 @@ resource "azurerm_storage_account" "storageaccount" { resource "azurerm_storage_container" "storagecontainer" { name = "${var.prefix}store" storage_account_name = azurerm_storage_account.storageaccount.name - container_access_type = "container" + container_access_type = "private" } diff --git a/src/matcha_ml/infrastructure/llm/zen_server/zenml_helm/values.yaml b/src/matcha_ml/infrastructure/llm/zen_server/zenml_helm/values.yaml index e03a5cd7..383346ae 100644 --- a/src/matcha_ml/infrastructure/llm/zen_server/zenml_helm/values.yaml +++ b/src/matcha_ml/infrastructure/llm/zen_server/zenml_helm/values.yaml @@ -250,7 +250,7 @@ zenml: secretEnvironment: {} service: - type: LoadBalancer # changed from ClusterIP + type: ClusterIP # changed from ClusterIP port: 80 ingress: diff --git a/src/matcha_ml/infrastructure/remote_state_storage/state_storage/main.tf b/src/matcha_ml/infrastructure/remote_state_storage/state_storage/main.tf index 53fa0492..6d3ce41c 100644 --- a/src/matcha_ml/infrastructure/remote_state_storage/state_storage/main.tf +++ b/src/matcha_ml/infrastructure/remote_state_storage/state_storage/main.tf @@ -16,5 +16,5 @@ resource "azurerm_storage_account" "statestorageaccount" { resource "azurerm_storage_container" "statestoragecontainer" { name = "${var.prefix}statestore" storage_account_name = azurerm_storage_account.statestorageaccount.name - container_access_type = "container" + container_access_type = "private" } diff --git a/src/matcha_ml/services/azure_service.py b/src/matcha_ml/services/azure_service.py index d9cc50cf..34dffaa3 100644 --- a/src/matcha_ml/services/azure_service.py +++ b/src/matcha_ml/services/azure_service.py @@ -1,4 +1,6 @@ """The Azure Service interface.""" +import json +import subprocess from subprocess import DEVNULL from typing import Dict, List, Optional, Set, cast @@ -75,9 +77,11 @@ def _subscription_id(self) -> str: Returns: str: the subscription id. """ - subscriptions = self._client.subscriptions.list() - if subscriptions: - return str(list(subscriptions)[0].subscription_id) + subscripion_id = json.loads( + subprocess.check_output("az account show", shell=True).decode("utf-8") + ).get("id") + if subscripion_id: + return str(subscripion_id) else: raise MatchaAuthenticationError( "no subscriptions found - you at least one subscription active in your Azure account."