From 8786f26e1e065f4e349fa6469abc41413995edb0 Mon Sep 17 00:00:00 2001
From: Lillian-Violet <git@lillianviolet.dev>
Date: Wed, 4 Sep 2024 12:27:59 +0200
Subject: [PATCH] We finally managed to run the ml_client.py

---
 .../initialize_constants.cpython-311.pyc      | Bin 0 -> 1205 bytes
 azuremlpythonsdk-v2/ml_client.py              |   6 +-
 flake.nix                                     |  54 ++++++-
 pkgs/azure-ai-ml/default.nix                  | 108 ++++++++++++++
 pkgs/azure-storage-file-datalake/default.nix  | 139 ++++++++++++++++++
 pkgs/opencensus-ext-logging/default.nix       |  36 +++++
 6 files changed, 339 insertions(+), 4 deletions(-)
 create mode 100644 azuremlpythonsdk-v2/__pycache__/initialize_constants.cpython-311.pyc
 create mode 100644 pkgs/azure-storage-file-datalake/default.nix
 create mode 100644 pkgs/opencensus-ext-logging/default.nix

diff --git a/azuremlpythonsdk-v2/__pycache__/initialize_constants.cpython-311.pyc b/azuremlpythonsdk-v2/__pycache__/initialize_constants.cpython-311.pyc
new file mode 100644
index 0000000000000000000000000000000000000000..89ae22aa309064ccba7b5f892e380737778cb54b
GIT binary patch
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diff --git a/azuremlpythonsdk-v2/ml_client.py b/azuremlpythonsdk-v2/ml_client.py
index 210b4f8..272a3c4 100644
--- a/azuremlpythonsdk-v2/ml_client.py
+++ b/azuremlpythonsdk-v2/ml_client.py
@@ -34,9 +34,9 @@ def create_or_load_ml_client():
     # You can find the info on the workspace tab on ml.azure.com
     ml_client = MLClient(
         credential=credential,
-        subscription_id=XXXXX,
-        resource_group_name=XXXXX,
-        workspace_name=XXXXX,
+        subscription_id=AZURE_SUBSCRIPTION_ID,
+        resource_group_name=AZURE_RESOURCE_GROUP,
+        workspace_name=AZURE_WORKSPACE_NAME,
     )
     return ml_client
 
diff --git a/flake.nix b/flake.nix
index ece8208..05d8670 100644
--- a/flake.nix
+++ b/flake.nix
@@ -26,7 +26,6 @@
             requests
             jupyter
             pandas
-            numpy
             matplotlib
             mlflow
             seaborn
@@ -38,6 +37,59 @@
             ydata-profiling
             pydot
             graphviz
+            pydash
+            marshmallow
+            opencensus
+            opencensus-ext-azure
+            msrest
+            anyio
+            azure-common
+            azure-mgmt-authorization
+            azure-mgmt-core
+            typing-extensions
+            azure-core
+            six
+            isodate
+            azure-appconfiguration
+            azure-keyvault-secrets
+            cryptography
+            msrestazure
+            requests
+            psutil
+            opentelemetry-api
+            azure-eventhub
+            aiohttp
+            mlflow
+            msal
+            msal-extensions
+            azure-keyvault-certificates
+            azure-keyvault-keys
+            pyyaml
+            jsonschema
+            tqdm
+            strictyaml
+            colorama
+            pyjwt
+            azure-storage-blob
+            azure-storage-file-share
+            azure-mgmt-resource
+            opentelemetry-sdk
+            opentelemetry-instrumentation
+            opentelemetry-instrumentation-django
+            opentelemetry-instrumentation-fastapi
+            opentelemetry-instrumentation-flask
+            #opentelemetry-instrumentation-psycopg2
+            azure-nspkg
+            azure-mgmt-nspkg
+            websocket-client
+            avro
+            uamqp
+            yarl
+            azure-identity
+            openai
+            dnspython
+            numpy
+            jsonpath-ng
             (python311.pkgs.callPackage ./pkgs/azureml-mlflow/default.nix {})
             (python311.pkgs.callPackage ./pkgs/azure-ai-ml/default.nix {})
           ]);
diff --git a/pkgs/azure-ai-ml/default.nix b/pkgs/azure-ai-ml/default.nix
index e3de78e..1106e21 100644
--- a/pkgs/azure-ai-ml/default.nix
+++ b/pkgs/azure-ai-ml/default.nix
@@ -3,6 +3,59 @@
   buildPythonPackage,
   fetchPypi,
   setuptools,
+  pydash,
+  marshmallow,
+  opencensus,
+  msrest,
+  anyio,
+  azure-common,
+  azure-mgmt-authorization,
+  opencensus-ext-azure,
+  azure-mgmt-core,
+  typing-extensions,
+  azure-appconfiguration,
+  azure-core,
+  six,
+  isodate,
+  azure-keyvault-secrets,
+  cryptography,
+  msrestazure,
+  requests,
+  psutil,
+  opentelemetry-api,
+  azure-eventhub,
+  aiohttp,
+  mlflow,
+  msal,
+  msal-extensions,
+  azure-keyvault-certificates,
+  azure-keyvault-keys,
+  pyyaml,
+  jsonschema,
+  tqdm,
+  strictyaml,
+  colorama,
+  pyjwt,
+  azure-storage-blob,
+  azure-storage-file-share,
+  azure-mgmt-resource,
+  opentelemetry-sdk,
+  opentelemetry-instrumentation,
+  opentelemetry-instrumentation-django,
+  opentelemetry-instrumentation-fastapi,
+  opentelemetry-instrumentation-flask,
+  #opentelemetry-instrumentation-psycopg2,
+  azure-nspkg,
+  azure-mgmt-nspkg,
+  websocket-client,
+  avro,
+  uamqp,
+  yarl,
+  azure-identity,
+  openai,
+  dnspython,
+  numpy,
+  jsonpath-ng,
   python311,
 }:
 buildPythonPackage rec {
@@ -20,6 +73,61 @@ buildPythonPackage rec {
   nativeBuildInputs = [setuptools];
 
   propagatedBuildInputs = [
+    pydash
+    marshmallow
+    opencensus
+    opencensus-ext-azure
+    msrest
+    anyio
+    azure-common
+    azure-mgmt-authorization
+    azure-mgmt-core
+    typing-extensions
+    azure-core
+    six
+    isodate
+    azure-appconfiguration
+    azure-keyvault-secrets
+    cryptography
+    msrestazure
+    requests
+    psutil
+    opentelemetry-api
+    azure-eventhub
+    aiohttp
+    mlflow
+    msal
+    msal-extensions
+    azure-keyvault-certificates
+    azure-keyvault-keys
+    pyyaml
+    jsonschema
+    tqdm
+    strictyaml
+    colorama
+    pyjwt
+    azure-storage-blob
+    azure-storage-file-share
+    azure-mgmt-resource
+    opentelemetry-sdk
+    opentelemetry-instrumentation
+    opentelemetry-instrumentation-django
+    opentelemetry-instrumentation-fastapi
+    opentelemetry-instrumentation-flask
+    #opentelemetry-instrumentation-psycopg2
+    azure-nspkg
+    azure-mgmt-nspkg
+    websocket-client
+    avro
+    uamqp
+    yarl
+    azure-identity
+    openai
+    dnspython
+    numpy
+    jsonpath-ng
+    (python311.pkgs.callPackage ../azure-storage-file-datalake/default.nix {})
+    (python311.pkgs.callPackage ../opencensus-ext-logging/default.nix {})
   ];
 
   doCheck = false; # Package does not contain tests
diff --git a/pkgs/azure-storage-file-datalake/default.nix b/pkgs/azure-storage-file-datalake/default.nix
new file mode 100644
index 0000000..265d0dc
--- /dev/null
+++ b/pkgs/azure-storage-file-datalake/default.nix
@@ -0,0 +1,139 @@
+{
+  lib,
+  buildPythonPackage,
+  fetchPypi,
+  setuptools,
+  pydash,
+  marshmallow,
+  opencensus,
+  msrest,
+  anyio,
+  azure-common,
+  azure-mgmt-authorization,
+  opencensus-ext-azure,
+  azure-mgmt-core,
+  typing-extensions,
+  azure-appconfiguration,
+  azure-core,
+  six,
+  isodate,
+  azure-keyvault-secrets,
+  cryptography,
+  msrestazure,
+  requests,
+  psutil,
+  opentelemetry-api,
+  azure-eventhub,
+  aiohttp,
+  mlflow,
+  msal,
+  msal-extensions,
+  azure-keyvault-certificates,
+  azure-keyvault-keys,
+  pyyaml,
+  jsonschema,
+  tqdm,
+  strictyaml,
+  colorama,
+  pyjwt,
+  azure-storage-blob,
+  azure-storage-file-share,
+  azure-mgmt-resource,
+  opentelemetry-sdk,
+  opentelemetry-instrumentation,
+  opentelemetry-instrumentation-django,
+  opentelemetry-instrumentation-fastapi,
+  opentelemetry-instrumentation-flask,
+  #opentelemetry-instrumentation-psycopg2,
+  azure-nspkg,
+  azure-mgmt-nspkg,
+  websocket-client,
+  avro,
+  uamqp,
+  yarl,
+  azure-identity,
+  openai,
+  dnspython,
+  numpy,
+  jsonpath-ng,
+  python311,
+}:
+buildPythonPackage rec {
+  pname = "azure_storage_file_datalake";
+  version = "12.16.0";
+  format = "wheel";
+
+  src = fetchPypi {
+    inherit pname version format;
+    sha256 = "sha256-2lfsbPVkC5K70LphR49R5nxjuUhD+nSLO2WZ8a26WDc=";
+    dist = "py3";
+    python = "py3";
+  };
+
+  nativeBuildInputs = [setuptools];
+
+  propagatedBuildInputs = [
+    pydash
+    marshmallow
+    opencensus
+    opencensus-ext-azure
+    msrest
+    anyio
+    azure-common
+    azure-mgmt-authorization
+    azure-mgmt-core
+    typing-extensions
+    azure-core
+    six
+    isodate
+    azure-appconfiguration
+    azure-keyvault-secrets
+    cryptography
+    msrestazure
+    requests
+    psutil
+    opentelemetry-api
+    azure-eventhub
+    aiohttp
+    mlflow
+    msal
+    msal-extensions
+    azure-keyvault-certificates
+    azure-keyvault-keys
+    pyyaml
+    jsonschema
+    tqdm
+    strictyaml
+    colorama
+    pyjwt
+    azure-storage-blob
+    azure-storage-file-share
+    azure-mgmt-resource
+    opentelemetry-sdk
+    opentelemetry-instrumentation
+    opentelemetry-instrumentation-django
+    opentelemetry-instrumentation-fastapi
+    opentelemetry-instrumentation-flask
+    #opentelemetry-instrumentation-psycopg2
+    azure-nspkg
+    azure-mgmt-nspkg
+    websocket-client
+    avro
+    uamqp
+    yarl
+    azure-identity
+    openai
+    dnspython
+    numpy
+    jsonpath-ng
+  ];
+
+  doCheck = false; # Package does not contain tests
+
+  meta = with lib; {
+    description = "The azureml-mlflow package contains the integration code of AzureML with MLflow. MLflow (https://mlflow.org/) is an open-source platform for tracking machine learning experiments and managing models. You can use MLflow logging APIs with Azure Machine Learning so that metrics and artifacts are logged to your Azure machine learning workspace.";
+    homepage = "https://docs.microsoft.com/python/api/overview/azure/ml/?view=azure-ml-py";
+    license = licenses.mit;
+    maintainers = with maintainers; [Lillian-Violet];
+  };
+}
diff --git a/pkgs/opencensus-ext-logging/default.nix b/pkgs/opencensus-ext-logging/default.nix
new file mode 100644
index 0000000..3041bcb
--- /dev/null
+++ b/pkgs/opencensus-ext-logging/default.nix
@@ -0,0 +1,36 @@
+{
+  lib,
+  buildPythonPackage,
+  fetchPypi,
+  setuptools,
+  wheel,
+  scipy,
+  matplotlib,
+  python311,
+}:
+buildPythonPackage rec {
+  pname = "opencensus_ext_logging";
+  version = "0.1.1";
+  format = "wheel";
+
+  src = fetchPypi {
+    inherit pname version format;
+    sha256 = "sha256-z9r12l2LGV/z0a+HpAZqZiGigEYXP2vksLbK7Eo8qJ8=";
+    dist = "py2.py3";
+    python = "py2.py3";
+  };
+
+  nativeBuildInputs = [setuptools wheel];
+
+  propagatedBuildInputs = [
+  ];
+
+  doCheck = false; # Package does not contain tests
+
+  meta = with lib; {
+    description = "A stats collection and distributed tracing framework ";
+    homepage = "https://github.com/census-instrumentation/opencensus-python";
+    license = licenses.mit;
+    maintainers = with maintainers; [Lillian-Violet];
+  };
+}