diff --git a/code_search/pipeline/CodeSearchPipelineNotebook.ipynb b/code_search/pipeline/CodeSearchPipelineNotebook.ipynb index 560f2d5b..83d686cc 100644 --- a/code_search/pipeline/CodeSearchPipelineNotebook.ipynb +++ b/code_search/pipeline/CodeSearchPipelineNotebook.ipynb @@ -9,9 +9,68 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Collecting https://storage.googleapis.com/ml-pipeline/release/0.1.3/kfp.tar.gz\n", + "\u001b[?25l Downloading https://storage.googleapis.com/ml-pipeline/release/0.1.3/kfp.tar.gz (69kB)\n", + "\u001b[K 100% |████████████████████████████████| 71kB 4.0MB/s eta 0:00:01\n", + "\u001b[?25hRequirement already satisfied, skipping upgrade: urllib3>=1.15 in /opt/conda/lib/python3.6/site-packages (from kfp==0.1) (1.22)\n", + "Requirement already satisfied, skipping upgrade: six>=1.10 in /opt/conda/lib/python3.6/site-packages (from kfp==0.1) (1.11.0)\n", + "Requirement already satisfied, skipping upgrade: certifi in /opt/conda/lib/python3.6/site-packages (from kfp==0.1) (2018.11.29)\n", + "Requirement already satisfied, skipping upgrade: python-dateutil in /opt/conda/lib/python3.6/site-packages (from kfp==0.1) (2.7.5)\n", + "Requirement already satisfied, skipping upgrade: PyYAML in /opt/conda/lib/python3.6/site-packages (from kfp==0.1) (3.13)\n", + "Requirement already satisfied, skipping upgrade: google-cloud-storage==1.13.0 in /opt/conda/lib/python3.6/site-packages (from kfp==0.1) (1.13.0)\n", + "Collecting kubernetes==8.0.0 (from kfp==0.1)\n", + "\u001b[?25l Downloading https://files.pythonhosted.org/packages/6c/44/f8286fb7a25a4ff29a4dec1b5baa49571eedc2b2edf6ec4b51e4b511ac0f/kubernetes-8.0.0-py2.py3-none-any.whl (1.3MB)\n", + "\u001b[K 100% |████████████████████████████████| 1.4MB 14.9MB/s ta 0:00:01\n", + "\u001b[?25hRequirement already satisfied, skipping upgrade: google-resumable-media>=0.3.1 in /opt/conda/lib/python3.6/site-packages (from google-cloud-storage==1.13.0->kfp==0.1) (0.3.1)\n", + "Requirement already satisfied, skipping upgrade: google-api-core<2.0.0dev,>=0.1.1 in /opt/conda/lib/python3.6/site-packages (from google-cloud-storage==1.13.0->kfp==0.1) (1.6.0)\n", + "Requirement already satisfied, skipping upgrade: google-cloud-core<0.29dev,>=0.28.0 in /opt/conda/lib/python3.6/site-packages (from google-cloud-storage==1.13.0->kfp==0.1) (0.28.1)\n", + "Requirement already satisfied, skipping upgrade: requests in /opt/conda/lib/python3.6/site-packages (from kubernetes==8.0.0->kfp==0.1) (2.18.4)\n", + "Requirement already satisfied, skipping upgrade: google-auth>=1.0.1 in /opt/conda/lib/python3.6/site-packages (from kubernetes==8.0.0->kfp==0.1) (1.6.1)\n", + "Requirement already satisfied, skipping upgrade: setuptools>=21.0.0 in /opt/conda/lib/python3.6/site-packages (from kubernetes==8.0.0->kfp==0.1) (38.4.0)\n", + "Requirement already satisfied, skipping upgrade: websocket-client!=0.40.0,!=0.41.*,!=0.42.*,>=0.32.0 in /opt/conda/lib/python3.6/site-packages (from kubernetes==8.0.0->kfp==0.1) (0.54.0)\n", + "Requirement already satisfied, skipping upgrade: requests-oauthlib in /opt/conda/lib/python3.6/site-packages (from kubernetes==8.0.0->kfp==0.1) (1.0.0)\n", + "Collecting adal>=1.0.2 (from kubernetes==8.0.0->kfp==0.1)\n", + "\u001b[?25l Downloading https://files.pythonhosted.org/packages/2d/2f/14882b8dae0977e85577abde3065c141fb94dbb242adfb80e21797e4f7c9/adal-1.2.0-py2.py3-none-any.whl (52kB)\n", + "\u001b[K 100% |████████████████████████████████| 61kB 20.2MB/s ta 0:00:01\n", + "\u001b[?25hRequirement already satisfied, skipping upgrade: pytz in /opt/conda/lib/python3.6/site-packages (from google-api-core<2.0.0dev,>=0.1.1->google-cloud-storage==1.13.0->kfp==0.1) (2018.7)\n", + "Requirement already satisfied, skipping upgrade: protobuf>=3.4.0 in /opt/conda/lib/python3.6/site-packages (from google-api-core<2.0.0dev,>=0.1.1->google-cloud-storage==1.13.0->kfp==0.1) (3.6.1)\n", + "Requirement already satisfied, skipping upgrade: googleapis-common-protos!=1.5.4,<2.0dev,>=1.5.3 in /opt/conda/lib/python3.6/site-packages (from google-api-core<2.0.0dev,>=0.1.1->google-cloud-storage==1.13.0->kfp==0.1) (1.5.5)\n", + "Requirement already satisfied, skipping upgrade: chardet<3.1.0,>=3.0.2 in /opt/conda/lib/python3.6/site-packages (from requests->kubernetes==8.0.0->kfp==0.1) (3.0.4)\n", + "Requirement already satisfied, skipping upgrade: idna<2.7,>=2.5 in /opt/conda/lib/python3.6/site-packages (from requests->kubernetes==8.0.0->kfp==0.1) (2.6)\n", + "Requirement already satisfied, skipping upgrade: cachetools>=2.0.0 in /opt/conda/lib/python3.6/site-packages (from google-auth>=1.0.1->kubernetes==8.0.0->kfp==0.1) (3.0.0)\n", + "Requirement already satisfied, skipping upgrade: pyasn1-modules>=0.2.1 in /opt/conda/lib/python3.6/site-packages (from google-auth>=1.0.1->kubernetes==8.0.0->kfp==0.1) (0.2.2)\n", + "Requirement already satisfied, skipping upgrade: rsa>=3.1.4 in /opt/conda/lib/python3.6/site-packages (from google-auth>=1.0.1->kubernetes==8.0.0->kfp==0.1) (4.0)\n", + "Requirement already satisfied, skipping upgrade: oauthlib>=0.6.2 in /opt/conda/lib/python3.6/site-packages (from requests-oauthlib->kubernetes==8.0.0->kfp==0.1) (2.1.0)\n", + "Collecting PyJWT>=1.0.0 (from adal>=1.0.2->kubernetes==8.0.0->kfp==0.1)\n", + " Downloading https://files.pythonhosted.org/packages/87/8b/6a9f14b5f781697e51259d81657e6048fd31a113229cf346880bb7545565/PyJWT-1.7.1-py2.py3-none-any.whl\n", + "Requirement already satisfied, skipping upgrade: cryptography>=1.1.0 in /opt/conda/lib/python3.6/site-packages (from adal>=1.0.2->kubernetes==8.0.0->kfp==0.1) (2.1.4)\n", + "Requirement already satisfied, skipping upgrade: pyasn1<0.5.0,>=0.4.1 in /opt/conda/lib/python3.6/site-packages (from pyasn1-modules>=0.2.1->google-auth>=1.0.1->kubernetes==8.0.0->kfp==0.1) (0.4.4)\n", + "Requirement already satisfied, skipping upgrade: asn1crypto>=0.21.0 in /opt/conda/lib/python3.6/site-packages (from cryptography>=1.1.0->adal>=1.0.2->kubernetes==8.0.0->kfp==0.1) (0.24.0)\n", + "Requirement already satisfied, skipping upgrade: cffi>=1.7 in /opt/conda/lib/python3.6/site-packages (from cryptography>=1.1.0->adal>=1.0.2->kubernetes==8.0.0->kfp==0.1) (1.11.4)\n", + "Requirement already satisfied, skipping upgrade: pycparser in /opt/conda/lib/python3.6/site-packages (from cffi>=1.7->cryptography>=1.1.0->adal>=1.0.2->kubernetes==8.0.0->kfp==0.1) (2.18)\n", + "Building wheels for collected packages: kfp\n", + " Running setup.py bdist_wheel for kfp ... \u001b[?25ldone\n", + "\u001b[?25h Stored in directory: /tmp/pip-ephem-wheel-cache-yt23ripq/wheels/00/ab/c6/a055a8d8730d1b5b508b0d9ac42f12b531b1bbf575b31efe73\n", + "Successfully built kfp\n", + "\u001b[31mfairing 0.0.3 has requirement kubernetes==6.0.0, but you'll have kubernetes 8.0.0 which is incompatible.\u001b[0m\n", + "Installing collected packages: PyJWT, adal, kubernetes, kfp\n", + " Found existing installation: kubernetes 6.0.0\n", + " Uninstalling kubernetes-6.0.0:\n", + " Successfully uninstalled kubernetes-6.0.0\n", + " Found existing installation: kfp 0.1\n", + " Uninstalling kfp-0.1:\n", + " Successfully uninstalled kfp-0.1\n", + "Successfully installed PyJWT-1.7.1 adal-1.2.0 kfp-0.1 kubernetes-8.0.0\n" + ] + } + ], "source": [ "!pip3 install https://storage.googleapis.com/ml-pipeline/release/0.1.3/kfp.tar.gz --upgrade" ] @@ -25,7 +84,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -43,11 +102,11 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "metadata": {}, "outputs": [], "source": [ - "from cs_pipeline import github_code_index_update" + "import index_update_pipeline" ] }, { @@ -59,26 +118,59 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 27, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Found experiment with name: jlewi-notebook-test\n" + ] + } + ], "source": [ "client = kfp.Client()\n", - "exp = client.create_experiment(name='code-search-25')" + "name = 'jlewi-notebook-test'\n", + "\n", + "exp = None\n", + "experiments = client.list_experiments()\n", + "for e in experiments.experiments:\n", + " if e.name == name:\n", + " print(\"Found experiment with name: %s\" % name)\n", + " exp = e\n", + " break\n", + " \n", + "if not exp: \n", + " print(\"Creating new experiment\")\n", + " exp = client.create_experiment(name=name)" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 13, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "Run link here" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "# Compile it into a tar package.\n", - "compiler.Compiler().compile(github_code_index_update, 'github_code_index_update.tar.gz')\n", + "compiler.Compiler().compile(index_update_pipeline.function_embedding_update, 'function_embedding_update.tar.gz')\n", "\n", "# Submit a run.\n", "# inputs - experiment id, run name, tarball file\n", - "run = client.run_pipeline(exp.id, 'code-search-index-update', 'github_code_index_update.tar.gz')" + "run = client.run_pipeline(exp.id, 'code-search-function-embedding', 'function_embedding_update.tar.gz')" ] } ],