Remove timestamp from logs in notebooks

This commit is contained in:
Andras Schmelczer 2022-07-11 19:32:45 +02:00
parent 8d1ad9a242
commit 68c7da38b8
No known key found for this signature in database
GPG key ID: 0EA1BC97D0AB076E
2 changed files with 159 additions and 33 deletions

View file

@ -11,9 +11,126 @@
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": null, "execution_count": 1,
"metadata": {}, "metadata": {},
"outputs": [], "outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Requirement already satisfied: great-ai in /data/projects/great-ai/.env/lib/python3.10/site-packages (0.1.0)\n",
"Requirement already satisfied: syntok>=1.4.0 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from great-ai) (1.4.4)\n",
"Requirement already satisfied: uvicorn[standard]>=0.18.0 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from great-ai) (0.18.2)\n",
"Requirement already satisfied: langcodes[data]>=3.3.0 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from great-ai) (3.3.0)\n",
"Requirement already satisfied: typeguard>=2.10.0 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from great-ai) (2.13.3)\n",
"Requirement already satisfied: pymongo>=4.0.0 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from great-ai) (4.1.1)\n",
"Requirement already satisfied: async_lru>=1.0.0 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from great-ai) (1.0.3)\n",
"Requirement already satisfied: plotly>=5.8.0 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from great-ai) (5.9.0)\n",
"Requirement already satisfied: fastapi>=0.70.0 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from great-ai) (0.78.0)\n",
"Requirement already satisfied: httpx>=0.20.0 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from great-ai) (0.23.0)\n",
"Requirement already satisfied: matplotlib in /data/projects/great-ai/.env/lib/python3.10/site-packages (from great-ai) (3.5.2)\n",
"Requirement already satisfied: scikit-learn in /data/projects/great-ai/.env/lib/python3.10/site-packages (from great-ai) (1.1.1)\n",
"Requirement already satisfied: dill>=0.3.5.0 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from great-ai) (0.3.5.1)\n",
"Requirement already satisfied: numpy in /data/projects/great-ai/.env/lib/python3.10/site-packages (from great-ai) (1.23.0)\n",
"Requirement already satisfied: watchdog>=2.1.0 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from great-ai) (2.1.9)\n",
"Requirement already satisfied: tqdm in /data/projects/great-ai/.env/lib/python3.10/site-packages (from great-ai) (4.64.0)\n",
"Requirement already satisfied: dash>=2.4.0 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from great-ai) (2.5.1)\n",
"Requirement already satisfied: unidecode>=1.3.0 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from great-ai) (1.3.4)\n",
"Requirement already satisfied: pandas in /data/projects/great-ai/.env/lib/python3.10/site-packages (from great-ai) (1.4.3)\n",
"Requirement already satisfied: langdetect>=1.0.9 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from great-ai) (1.0.9)\n",
"Requirement already satisfied: ipython in /data/projects/great-ai/.env/lib/python3.10/site-packages (from great-ai) (8.4.0)\n",
"Requirement already satisfied: tinydb>=4.7.0 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from great-ai) (4.7.0)\n",
"Requirement already satisfied: nbconvert in /data/projects/great-ai/.env/lib/python3.10/site-packages (from great-ai) (6.5.0)\n",
"Requirement already satisfied: boto3>=1.23.0 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from great-ai) (1.24.25)\n",
"Requirement already satisfied: botocore<1.28.0,>=1.27.25 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from boto3>=1.23.0->great-ai) (1.27.25)\n",
"Requirement already satisfied: s3transfer<0.7.0,>=0.6.0 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from boto3>=1.23.0->great-ai) (0.6.0)\n",
"Requirement already satisfied: jmespath<2.0.0,>=0.7.1 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from boto3>=1.23.0->great-ai) (1.0.1)\n",
"Requirement already satisfied: Flask>=1.0.4 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from dash>=2.4.0->great-ai) (2.1.2)\n",
"Requirement already satisfied: dash-table==5.0.0 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from dash>=2.4.0->great-ai) (5.0.0)\n",
"Requirement already satisfied: dash-core-components==2.0.0 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from dash>=2.4.0->great-ai) (2.0.0)\n",
"Requirement already satisfied: flask-compress in /data/projects/great-ai/.env/lib/python3.10/site-packages (from dash>=2.4.0->great-ai) (1.12)\n",
"Requirement already satisfied: dash-html-components==2.0.0 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from dash>=2.4.0->great-ai) (2.0.0)\n",
"Requirement already satisfied: starlette==0.19.1 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from fastapi>=0.70.0->great-ai) (0.19.1)\n",
"Requirement already satisfied: pydantic!=1.7,!=1.7.1,!=1.7.2,!=1.7.3,!=1.8,!=1.8.1,<2.0.0,>=1.6.2 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from fastapi>=0.70.0->great-ai) (1.9.1)\n",
"Requirement already satisfied: anyio<5,>=3.4.0 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from starlette==0.19.1->fastapi>=0.70.0->great-ai) (3.6.1)\n",
"Requirement already satisfied: sniffio in /data/projects/great-ai/.env/lib/python3.10/site-packages (from httpx>=0.20.0->great-ai) (1.2.0)\n",
"Requirement already satisfied: certifi in /data/projects/great-ai/.env/lib/python3.10/site-packages (from httpx>=0.20.0->great-ai) (2022.6.15)\n",
"Requirement already satisfied: httpcore<0.16.0,>=0.15.0 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from httpx>=0.20.0->great-ai) (0.15.0)\n",
"Requirement already satisfied: rfc3986[idna2008]<2,>=1.3 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from httpx>=0.20.0->great-ai) (1.5.0)\n",
"Requirement already satisfied: language-data<2.0,>=1.1 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from langcodes[data]>=3.3.0->great-ai) (1.1)\n",
"Requirement already satisfied: six in /data/projects/great-ai/.env/lib/python3.10/site-packages (from langdetect>=1.0.9->great-ai) (1.16.0)\n",
"Requirement already satisfied: tenacity>=6.2.0 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from plotly>=5.8.0->great-ai) (8.0.1)\n",
"Requirement already satisfied: regex>2016 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from syntok>=1.4.0->great-ai) (2022.6.2)\n",
"Requirement already satisfied: click>=7.0 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from uvicorn[standard]>=0.18.0->great-ai) (8.1.3)\n",
"Requirement already satisfied: h11>=0.8 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from uvicorn[standard]>=0.18.0->great-ai) (0.12.0)\n",
"Requirement already satisfied: websockets>=10.0 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from uvicorn[standard]>=0.18.0->great-ai) (10.3)\n",
"Requirement already satisfied: watchfiles>=0.13 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from uvicorn[standard]>=0.18.0->great-ai) (0.15.0)\n",
"Requirement already satisfied: uvloop!=0.15.0,!=0.15.1,>=0.14.0 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from uvicorn[standard]>=0.18.0->great-ai) (0.16.0)\n",
"Requirement already satisfied: httptools>=0.4.0 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from uvicorn[standard]>=0.18.0->great-ai) (0.4.0)\n",
"Requirement already satisfied: PyYAML>=5.1 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from uvicorn[standard]>=0.18.0->great-ai) (6.0)\n",
"Requirement already satisfied: python-dotenv>=0.13 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from uvicorn[standard]>=0.18.0->great-ai) (0.20.0)\n",
"Requirement already satisfied: prompt-toolkit!=3.0.0,!=3.0.1,<3.1.0,>=2.0.0 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from ipython->great-ai) (3.0.30)\n",
"Requirement already satisfied: pickleshare in /data/projects/great-ai/.env/lib/python3.10/site-packages (from ipython->great-ai) (0.7.5)\n",
"Requirement already satisfied: stack-data in /data/projects/great-ai/.env/lib/python3.10/site-packages (from ipython->great-ai) (0.3.0)\n",
"Requirement already satisfied: backcall in /data/projects/great-ai/.env/lib/python3.10/site-packages (from ipython->great-ai) (0.2.0)\n",
"Requirement already satisfied: jedi>=0.16 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from ipython->great-ai) (0.18.1)\n",
"Requirement already satisfied: pexpect>4.3 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from ipython->great-ai) (4.8.0)\n",
"Requirement already satisfied: setuptools>=18.5 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from ipython->great-ai) (63.1.0)\n",
"Requirement already satisfied: traitlets>=5 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from ipython->great-ai) (5.3.0)\n",
"Requirement already satisfied: matplotlib-inline in /data/projects/great-ai/.env/lib/python3.10/site-packages (from ipython->great-ai) (0.1.3)\n",
"Requirement already satisfied: decorator in /data/projects/great-ai/.env/lib/python3.10/site-packages (from ipython->great-ai) (5.1.1)\n",
"Requirement already satisfied: pygments>=2.4.0 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from ipython->great-ai) (2.12.0)\n",
"Requirement already satisfied: fonttools>=4.22.0 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from matplotlib->great-ai) (4.34.4)\n",
"Requirement already satisfied: packaging>=20.0 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from matplotlib->great-ai) (21.3)\n",
"Requirement already satisfied: pillow>=6.2.0 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from matplotlib->great-ai) (9.2.0)\n",
"Requirement already satisfied: kiwisolver>=1.0.1 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from matplotlib->great-ai) (1.4.3)\n",
"Requirement already satisfied: cycler>=0.10 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from matplotlib->great-ai) (0.11.0)\n",
"Requirement already satisfied: pyparsing>=2.2.1 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from matplotlib->great-ai) (3.0.9)\n",
"Requirement already satisfied: python-dateutil>=2.7 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from matplotlib->great-ai) (2.8.2)\n",
"Requirement already satisfied: nbclient>=0.5.0 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from nbconvert->great-ai) (0.6.6)\n",
"Requirement already satisfied: tinycss2 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from nbconvert->great-ai) (1.1.1)\n",
"Requirement already satisfied: defusedxml in /data/projects/great-ai/.env/lib/python3.10/site-packages (from nbconvert->great-ai) (0.7.1)\n",
"Requirement already satisfied: jinja2>=3.0 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from nbconvert->great-ai) (3.1.2)\n",
"Requirement already satisfied: bleach in /data/projects/great-ai/.env/lib/python3.10/site-packages (from nbconvert->great-ai) (5.0.1)\n",
"Requirement already satisfied: beautifulsoup4 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from nbconvert->great-ai) (4.11.1)\n",
"Requirement already satisfied: MarkupSafe>=2.0 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from nbconvert->great-ai) (2.1.1)\n",
"Requirement already satisfied: mistune<2,>=0.8.1 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from nbconvert->great-ai) (0.8.4)\n",
"Requirement already satisfied: jupyter-core>=4.7 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from nbconvert->great-ai) (4.11.1)\n",
"Requirement already satisfied: nbformat>=5.1 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from nbconvert->great-ai) (5.4.0)\n",
"Requirement already satisfied: jupyterlab-pygments in /data/projects/great-ai/.env/lib/python3.10/site-packages (from nbconvert->great-ai) (0.2.2)\n",
"Requirement already satisfied: pandocfilters>=1.4.1 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from nbconvert->great-ai) (1.5.0)\n",
"Requirement already satisfied: entrypoints>=0.2.2 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from nbconvert->great-ai) (0.4)\n",
"Requirement already satisfied: pytz>=2020.1 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from pandas->great-ai) (2022.1)\n",
"Requirement already satisfied: scipy>=1.3.2 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from scikit-learn->great-ai) (1.8.1)\n",
"Requirement already satisfied: threadpoolctl>=2.0.0 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from scikit-learn->great-ai) (3.1.0)\n",
"Requirement already satisfied: joblib>=1.0.0 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from scikit-learn->great-ai) (1.1.0)\n",
"Requirement already satisfied: urllib3<1.27,>=1.25.4 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from botocore<1.28.0,>=1.27.25->boto3>=1.23.0->great-ai) (1.26.10)\n",
"Requirement already satisfied: itsdangerous>=2.0 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from Flask>=1.0.4->dash>=2.4.0->great-ai) (2.1.2)\n",
"Requirement already satisfied: Werkzeug>=2.0 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from Flask>=1.0.4->dash>=2.4.0->great-ai) (2.1.2)\n",
"Requirement already satisfied: idna>=2.8 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from anyio<5,>=3.4.0->starlette==0.19.1->fastapi>=0.70.0->great-ai) (3.3)\n",
"Requirement already satisfied: parso<0.9.0,>=0.8.0 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from jedi>=0.16->ipython->great-ai) (0.8.3)\n",
"Requirement already satisfied: marisa-trie<0.8.0,>=0.7.7 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from language-data<2.0,>=1.1->langcodes[data]>=3.3.0->great-ai) (0.7.7)\n",
"Requirement already satisfied: jupyter-client>=6.1.5 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from nbclient>=0.5.0->nbconvert->great-ai) (7.3.4)\n",
"Requirement already satisfied: nest-asyncio in /data/projects/great-ai/.env/lib/python3.10/site-packages (from nbclient>=0.5.0->nbconvert->great-ai) (1.5.5)\n",
"Requirement already satisfied: jsonschema>=2.6 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from nbformat>=5.1->nbconvert->great-ai) (4.6.2)\n",
"Requirement already satisfied: fastjsonschema in /data/projects/great-ai/.env/lib/python3.10/site-packages (from nbformat>=5.1->nbconvert->great-ai) (2.15.3)\n",
"Requirement already satisfied: ptyprocess>=0.5 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from pexpect>4.3->ipython->great-ai) (0.7.0)\n",
"Requirement already satisfied: wcwidth in /data/projects/great-ai/.env/lib/python3.10/site-packages (from prompt-toolkit!=3.0.0,!=3.0.1,<3.1.0,>=2.0.0->ipython->great-ai) (0.2.5)\n",
"Requirement already satisfied: typing-extensions>=3.7.4.3 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from pydantic!=1.7,!=1.7.1,!=1.7.2,!=1.7.3,!=1.8,!=1.8.1,<2.0.0,>=1.6.2->fastapi>=0.70.0->great-ai) (4.3.0)\n",
"Requirement already satisfied: soupsieve>1.2 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from beautifulsoup4->nbconvert->great-ai) (2.3.2.post1)\n",
"Requirement already satisfied: webencodings in /data/projects/great-ai/.env/lib/python3.10/site-packages (from bleach->nbconvert->great-ai) (0.5.1)\n",
"Requirement already satisfied: brotli in /data/projects/great-ai/.env/lib/python3.10/site-packages (from flask-compress->dash>=2.4.0->great-ai) (1.0.9)\n",
"Requirement already satisfied: asttokens in /data/projects/great-ai/.env/lib/python3.10/site-packages (from stack-data->ipython->great-ai) (2.0.5)\n",
"Requirement already satisfied: executing in /data/projects/great-ai/.env/lib/python3.10/site-packages (from stack-data->ipython->great-ai) (0.8.3)\n",
"Requirement already satisfied: pure-eval in /data/projects/great-ai/.env/lib/python3.10/site-packages (from stack-data->ipython->great-ai) (0.2.2)\n",
"Requirement already satisfied: attrs>=17.4.0 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from jsonschema>=2.6->nbformat>=5.1->nbconvert->great-ai) (21.4.0)\n",
"Requirement already satisfied: pyrsistent!=0.17.0,!=0.17.1,!=0.17.2,>=0.14.0 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from jsonschema>=2.6->nbformat>=5.1->nbconvert->great-ai) (0.18.1)\n",
"Requirement already satisfied: pyzmq>=23.0 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from jupyter-client>=6.1.5->nbclient>=0.5.0->nbconvert->great-ai) (23.2.0)\n",
"Requirement already satisfied: tornado>=6.0 in /data/projects/great-ai/.env/lib/python3.10/site-packages (from jupyter-client>=6.1.5->nbclient>=0.5.0->nbconvert->great-ai) (6.2)\n",
"Note: you may need to restart the kernel to use updated packages.\n"
]
}
],
"source": [ "source": [
"%pip install great-ai" "%pip install great-ai"
] ]
@ -30,7 +147,7 @@
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 1, "execution_count": 2,
"metadata": {}, "metadata": {},
"outputs": [], "outputs": [],
"source": [ "source": [
@ -56,14 +173,14 @@
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 2, "execution_count": 3,
"metadata": {}, "metadata": {},
"outputs": [ "outputs": [
{ {
"name": "stderr", "name": "stderr",
"output_type": "stream", "output_type": "stream",
"text": [ "text": [
"100%|██████████| 84000/84000 [00:09<00:00, 8705.41it/s] \n" "100%|██████████| 84000/84000 [00:08<00:00, 9771.59it/s] \n"
] ]
} }
], ],
@ -86,14 +203,14 @@
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 3, "execution_count": 4,
"metadata": {}, "metadata": {},
"outputs": [ "outputs": [
{ {
"name": "stderr", "name": "stderr",
"output_type": "stream", "output_type": "stream",
"text": [ "text": [
"100%|██████████| 22399/22399 [00:02<00:00, 7963.06it/s] \n" "100%|██████████| 22399/22399 [00:02<00:00, 7858.71it/s] \n"
] ]
} }
], ],
@ -116,7 +233,7 @@
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 4, "execution_count": 5,
"metadata": {}, "metadata": {},
"outputs": [ "outputs": [
{ {
@ -131,7 +248,7 @@
" ('linearsvc', LinearSVC())])" " ('linearsvc', LinearSVC())])"
] ]
}, },
"execution_count": 4, "execution_count": 5,
"metadata": {}, "metadata": {},
"output_type": "execute_result" "output_type": "execute_result"
} }
@ -156,7 +273,7 @@
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 5, "execution_count": 6,
"metadata": {}, "metadata": {},
"outputs": [], "outputs": [],
"source": [ "source": [
@ -176,7 +293,7 @@
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 6, "execution_count": 7,
"metadata": {}, "metadata": {},
"outputs": [ "outputs": [
{ {
@ -237,39 +354,39 @@
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 7, "execution_count": 8,
"metadata": {}, "metadata": {},
"outputs": [ "outputs": [
{ {
"name": "stderr", "name": "stderr",
"output_type": "stream", "output_type": "stream",
"text": [ "text": [
"\u001b[38;5;226m2022-07-09 22:33:18 | WARNING | Environment variable ENVIRONMENT is not set, defaulting to development mode ‼️\u001b[0m\n", "\u001b[38;5;226mEnvironment variable ENVIRONMENT is not set, defaulting to development mode ‼️\u001b[0m\n",
"\u001b[38;5;226m2022-07-09 22:33:18 | WARNING | Cannot find credentials files, defaulting to using ParallelTinyDbDriver\u001b[0m\n", "\u001b[38;5;226mCannot find credentials files, defaulting to using ParallelTinyDbDriver\u001b[0m\n",
"\u001b[38;5;226m2022-07-09 22:33:18 | WARNING | The selected tracing database (ParallelTinyDbDriver) is not recommended for production\u001b[0m\n", "\u001b[38;5;226mThe selected tracing database (ParallelTinyDbDriver) is not recommended for production\u001b[0m\n",
"\u001b[38;5;226m2022-07-09 22:33:18 | WARNING | Cannot find credentials files, defaulting to using LargeFileLocal\u001b[0m\n", "\u001b[38;5;226mCannot find credentials files, defaulting to using LargeFileLocal\u001b[0m\n",
"\u001b[38;5;39m2022-07-09 22:33:18 | INFO | GreatAI (v0.1.0): configured ✅\u001b[0m\n", "\u001b[38;5;39mGreatAI (v0.1.3): configured ✅\u001b[0m\n",
"\u001b[38;5;39m2022-07-09 22:33:18 | INFO | 🔩 tracing_database: ParallelTinyDbDriver\u001b[0m\n", "\u001b[38;5;39m 🔩 tracing_database: ParallelTinyDbDriver\u001b[0m\n",
"\u001b[38;5;39m2022-07-09 22:33:18 | INFO | 🔩 large_file_implementation: LargeFileLocal\u001b[0m\n", "\u001b[38;5;39m 🔩 large_file_implementation: LargeFileLocal\u001b[0m\n",
"\u001b[38;5;39m2022-07-09 22:33:18 | INFO | 🔩 is_production: False\u001b[0m\n", "\u001b[38;5;39m 🔩 is_production: False\u001b[0m\n",
"\u001b[38;5;39m2022-07-09 22:33:18 | INFO | 🔩 should_log_exception_stack: True\u001b[0m\n", "\u001b[38;5;39m 🔩 should_log_exception_stack: True\u001b[0m\n",
"\u001b[38;5;39m2022-07-09 22:33:18 | INFO | 🔩 prediction_cache_size: 512\u001b[0m\n", "\u001b[38;5;39m 🔩 prediction_cache_size: 512\u001b[0m\n",
"\u001b[38;5;39m2022-07-09 22:33:18 | INFO | 🔩 dashboard_table_size: 20\u001b[0m\n", "\u001b[38;5;39m 🔩 dashboard_table_size: 50\u001b[0m\n",
"\u001b[38;5;226m2022-07-09 22:33:18 | WARNING | You still need to check whether you follow all best practices before trusting your deployment.\u001b[0m\n", "\u001b[38;5;226mYou still need to check whether you follow all best practices before trusting your deployment.\u001b[0m\n",
"\u001b[38;5;226m2022-07-09 22:33:18 | WARNING | > Find out more at https://se-ml.github.io/practices\u001b[0m\n", "\u001b[38;5;226m> Find out more at https://se-ml.github.io/practices\u001b[0m\n",
"\u001b[38;5;39m2022-07-09 22:33:18 | INFO | Fetching cached versions of my-domain-predictor\u001b[0m\n", "\u001b[38;5;39mFetching cached versions of my-domain-predictor\u001b[0m\n",
"\u001b[38;5;39m2022-07-09 22:33:19 | INFO | Copying file for my-domain-predictor-5\u001b[0m\n", "\u001b[38;5;39mCopying file for my-domain-predictor-6\u001b[0m\n",
"\u001b[38;5;39m2022-07-09 22:33:19 | INFO | Compressing my-domain-predictor-5\u001b[0m\n", "\u001b[38;5;39mCompressing my-domain-predictor-6\u001b[0m\n",
"\u001b[38;5;39m2022-07-09 22:33:20 | INFO | Model my-domain-predictor uploaded with version 5\u001b[0m\n" "\u001b[38;5;39mModel my-domain-predictor uploaded with version 6\u001b[0m\n"
] ]
}, },
{ {
"data": { "data": {
"text/plain": [ "text/plain": [
"'my-domain-predictor:5'" "'my-domain-predictor:6'"
] ]
}, },
"execution_count": 7, "execution_count": 8,
"metadata": {}, "metadata": {},
"output_type": "execute_result" "output_type": "execute_result"
} }

View file

@ -9,13 +9,22 @@ loggers: Dict[str, logging.Logger] = {}
def get_logger( def get_logger(
name: str, level: int = logging.INFO, disable_colors: bool = False name: str, level: int = logging.INFO, disable_colors: bool = False
) -> logging.Logger: ) -> logging.Logger:
"""Return a customised logger used throughout the GreatAI codebase.""" """Return a customised logger used throughout the GreatAI codebase.
Uses colors, and only prints timestamps when not running inside notebook.
"""
if name not in loggers: if name not in loggers:
logger = logging.getLogger(name) logger = logging.getLogger(name)
logger.setLevel(level) logger.setLevel(level)
try:
get_ipython() # type: ignore
log_format = "%(message)s"
except NameError:
# will fail outside of a notebook https://ipython.org/
log_format = "%(asctime)s | %(levelname)8s | %(message)s" log_format = "%(asctime)s | %(levelname)8s | %(message)s"
stdout_handler = logging.StreamHandler() stdout_handler = logging.StreamHandler()
stdout_handler.setLevel(level) stdout_handler.setLevel(level)
if not disable_colors: if not disable_colors: