From 7ed4c30946a239c430c97e9722f842110d9c11f6 Mon Sep 17 00:00:00 2001 From: Alexander Barannikov <32936723+japdubengsub@users.noreply.github.com> Date: Tue, 17 Sep 2024 11:07:33 +0100 Subject: [PATCH 01/19] [OPIK-89] opik configure (#247) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit * draft * add config file saving/loading * add more supported python versions * change checking of api key and workspace name * fix config save * use account-details endpoint to check key and get default workspace * remove force parameter * fix using configured api key * use configured workspace name if possible * Draft code fix * Draft fix * Fix lint errors * Fix lint errors * Rename login to configure, skip configure unit tests * Fix lint errors * Update implementation so that config is not updated if all values have been already provided * Update config updating logic * Jacques/add cli command (#259) * Added support for CLI command and force parameter * Updated documentation * Update linters * Fix tests * Fix tests * Fix tests * Fix tests * Fix tests * Small change to run CI (#260) * Small change to run CI * Small change to run CI * Small change to run CI * Update _logging.py --------- Co-authored-by: Aliaksandr Kuzmik <98702584+alexkuzmik@users.noreply.github.com> Co-authored-by: Aliaksandr Kuzmik * Fix configure branch when running local opik is not found * Revert accidental file updating logic for provided workspace * Fix lint errors --------- Co-authored-by: Aliaksandr Kuzmik Co-authored-by: Jacques VerrΓ© Co-authored-by: Aliaksandr Kuzmik <98702584+alexkuzmik@users.noreply.github.com> --- README.md | 26 +- .../evaluate_hallucination_metric.ipynb | 25 +- .../cookbook/evaluate_hallucination_metric.md | 16 +- .../cookbook/evaluate_moderation_metric.ipynb | 25 +- .../cookbook/evaluate_moderation_metric.md | 16 +- .../docs/cookbook/langchain.ipynb | 25 +- .../documentation/docs/cookbook/langchain.md | 16 +- .../docs/cookbook/llama-index.ipynb | 25 +- .../docs/cookbook/llama-index.md | 16 +- .../documentation/docs/cookbook/openai.ipynb | 25 +- .../documentation/docs/cookbook/openai.md | 16 +- .../documentation/docs/cookbook/ragas.ipynb | 25 +- .../documentation/docs/cookbook/ragas.md | 16 +- .../docs/{quickstart.md => quickstart.mdx} | 28 +- .../docs/self-host/local_deployment.md | 12 +- .../python-sdk-docs/requirements.txt | 3 +- .../python-sdk-docs/source/cli.rst | 6 + .../python-sdk-docs/source/conf.py | 1 + .../python-sdk-docs/source/configure.rst | 4 + .../python-sdk-docs/source/index.rst | 23 +- sdks/python/setup.py | 9 +- sdks/python/src/opik/__init__.py | 2 + sdks/python/src/opik/_logging.py | 5 +- sdks/python/src/opik/cli.py | 28 ++ sdks/python/src/opik/config.py | 84 +++- sdks/python/src/opik/exceptions.py | 4 + sdks/python/src/opik/opik_configure.py | 434 ++++++++++++++++++ sdks/python/tests/unit/test_opik_configure.py | 97 ++++ 28 files changed, 751 insertions(+), 261 deletions(-) rename apps/opik-documentation/documentation/docs/{quickstart.md => quickstart.mdx} (68%) create mode 100644 apps/opik-documentation/python-sdk-docs/source/cli.rst create mode 100644 apps/opik-documentation/python-sdk-docs/source/configure.rst create mode 100644 sdks/python/src/opik/opik_configure.py create mode 100644 sdks/python/tests/unit/test_opik_configure.py diff --git a/README.md b/README.md index 56c79ca103..3df1bfcd5d 100644 --- a/README.md +++ b/README.md @@ -64,12 +64,17 @@ The easiest way to get started with Opik is by creating a free Comet account at -If you'd like to self-host Opik, you create a simple local version of Opik using:: +If you'd like to self-host Opik, you can do so by cloning the repository and starting the platform using Docker Compose: ```bash -pip install opik-installer +# Clone the Opik repository +git clone https://github.com/comet-ml/opik.git -opik-server install +# Navigate to the opik/deployment/docker-compose directory +cd opik/deployment/docker-compose + +# Start the Opik platform +docker compose up --detach ``` For more information about the different deployment options, please see our deployment guides: @@ -82,19 +87,24 @@ For more information about the different deployment options, please see our depl ## 🏁 Get Started -If you are logging traces to the Cloud Opik platform, you will need to get your API key from the user menu and set it as the `OPIK_API_KEY` environment variable: +To get started, you will need to first install the Python SDK: ```bash -export OPIK_API_KEY= -export OPIK_WORKSPACE= +pip install opik ``` -If you are using a local Opik instance, you don't need to set the `OPIK_API_KEY` or `OPIK_WORKSPACE` environment variable and isntead set the environment variable `OPIK_BASE_URL` to point to your local Opik instance: +Once the SDK is installed, you can configure it by running the `opik configure` command: ```bash -export OPIK_BASE_URL=http://localhost:5173 +opik configure ``` +This will ensure that your API key is correctly set if you are using the Opik Cloud platform or that the Opik URL is correctly set if you are self-hosting the platform. + +> [!TIP] +> You can also call the `opik.configure(use_local=False)` method from your Python code to configure the SDK. + + You are now ready to start logging traces using the [Python SDK](https://www.comet.com/docs/opik/python-sdk-reference/?utm_source=opik&utm_medium=github&utm_content=sdk_link2). ### πŸ“ Logging Traces diff --git a/apps/opik-documentation/documentation/docs/cookbook/evaluate_hallucination_metric.ipynb b/apps/opik-documentation/documentation/docs/cookbook/evaluate_hallucination_metric.ipynb index 89903f3dd4..9acbde112c 100644 --- a/apps/opik-documentation/documentation/docs/cookbook/evaluate_hallucination_metric.ipynb +++ b/apps/opik-documentation/documentation/docs/cookbook/evaluate_hallucination_metric.ipynb @@ -26,30 +26,9 @@ "metadata": {}, "outputs": [], "source": [ - "import os\n", - "import getpass\n", + "import opik\n", "\n", - "if \"OPIK_API_KEY\" not in os.environ:\n", - " os.environ[\"OPIK_API_KEY\"] = getpass.getpass(\"Opik API Key: \")\n", - "if \"OPIK_WORKSPACE\" not in os.environ:\n", - " os.environ[\"OPIK_WORKSPACE\"] = input(\"Comet workspace (often the same as your username): \")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "If you are running the Opik platform locally, simply set:" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# import os\n", - "# os.environ[\"OPIK_URL_OVERRIDE\"] = \"http://localhost:5173/api\"" + "opik.configure(use_local=False)" ] }, { diff --git a/apps/opik-documentation/documentation/docs/cookbook/evaluate_hallucination_metric.md b/apps/opik-documentation/documentation/docs/cookbook/evaluate_hallucination_metric.md index d6e63d3359..8eedcd58ec 100644 --- a/apps/opik-documentation/documentation/docs/cookbook/evaluate_hallucination_metric.md +++ b/apps/opik-documentation/documentation/docs/cookbook/evaluate_hallucination_metric.md @@ -10,21 +10,9 @@ For this guide we will be evaluating the Hallucination metric included in the LL ```python -import os -import getpass - -if "OPIK_API_KEY" not in os.environ: - os.environ["OPIK_API_KEY"] = getpass.getpass("Opik API Key: ") -if "OPIK_WORKSPACE" not in os.environ: - os.environ["OPIK_WORKSPACE"] = input("Comet workspace (often the same as your username): ") -``` - -If you are running the Opik platform locally, simply set: - +import opik -```python -# import os -# os.environ["OPIK_URL_OVERRIDE"] = "http://localhost:5173/api" +opik.configure(use_local=False) ``` ## Preparing our environment diff --git a/apps/opik-documentation/documentation/docs/cookbook/evaluate_moderation_metric.ipynb b/apps/opik-documentation/documentation/docs/cookbook/evaluate_moderation_metric.ipynb index 4c63f1de9b..bf3ad3214d 100644 --- a/apps/opik-documentation/documentation/docs/cookbook/evaluate_moderation_metric.ipynb +++ b/apps/opik-documentation/documentation/docs/cookbook/evaluate_moderation_metric.ipynb @@ -26,30 +26,9 @@ "metadata": {}, "outputs": [], "source": [ - "import os\n", - "import getpass\n", + "import opik\n", "\n", - "if \"OPIK_API_KEY\" not in os.environ:\n", - " os.environ[\"OPIK_API_KEY\"] = getpass.getpass(\"Opik API Key: \")\n", - "if \"OPIK_WORKSPACE\" not in os.environ:\n", - " os.environ[\"OPIK_WORKSPACE\"] = input(\"Comet workspace (often the same as your username): \")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "If you are running the Opik platform locally, simply set:" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "#import os\n", - "# os.environ[\"OPIK_URL_OVERRIDE\"] = \"http://localhost:5173/api\"" + "opik.configure(use_local=False)" ] }, { diff --git a/apps/opik-documentation/documentation/docs/cookbook/evaluate_moderation_metric.md b/apps/opik-documentation/documentation/docs/cookbook/evaluate_moderation_metric.md index 495b79e1f6..d1d62eac31 100644 --- a/apps/opik-documentation/documentation/docs/cookbook/evaluate_moderation_metric.md +++ b/apps/opik-documentation/documentation/docs/cookbook/evaluate_moderation_metric.md @@ -10,21 +10,9 @@ For this guide we will be evaluating the Moderation metric included in the LLM E ```python -import os -import getpass - -if "OPIK_API_KEY" not in os.environ: - os.environ["OPIK_API_KEY"] = getpass.getpass("Opik API Key: ") -if "OPIK_WORKSPACE" not in os.environ: - os.environ["OPIK_WORKSPACE"] = input("Comet workspace (often the same as your username): ") -``` - -If you are running the Opik platform locally, simply set: - +import opik -```python -#import os -# os.environ["OPIK_URL_OVERRIDE"] = "http://localhost:5173/api" +opik.configure(use_local=False) ``` ## Preparing our environment diff --git a/apps/opik-documentation/documentation/docs/cookbook/langchain.ipynb b/apps/opik-documentation/documentation/docs/cookbook/langchain.ipynb index 18690d106b..284d679ef4 100644 --- a/apps/opik-documentation/documentation/docs/cookbook/langchain.ipynb +++ b/apps/opik-documentation/documentation/docs/cookbook/langchain.ipynb @@ -32,30 +32,9 @@ "metadata": {}, "outputs": [], "source": [ - "import os\n", - "import getpass\n", + "import opik\n", "\n", - "if \"OPIK_API_KEY\" not in os.environ:\n", - " os.environ[\"OPIK_API_KEY\"] = getpass.getpass(\"Opik API Key: \")\n", - "if \"OPIK_WORKSPACE\" not in os.environ:\n", - " os.environ[\"OPIK_WORKSPACE\"] = input(\"Comet workspace (often the same as your username): \")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "If you are running the Opik platform locally, simply set:" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# import os\n", - "# os.environ[\"OPIK_URL_OVERRIDE\"] = \"http://localhost:5173/api\"" + "opik.configure(use_local=False)" ] }, { diff --git a/apps/opik-documentation/documentation/docs/cookbook/langchain.md b/apps/opik-documentation/documentation/docs/cookbook/langchain.md index 30af79ac90..dd94cf9531 100644 --- a/apps/opik-documentation/documentation/docs/cookbook/langchain.md +++ b/apps/opik-documentation/documentation/docs/cookbook/langchain.md @@ -16,21 +16,9 @@ We will highlight three different parts of the workflow: ```python -import os -import getpass - -if "OPIK_API_KEY" not in os.environ: - os.environ["OPIK_API_KEY"] = getpass.getpass("Opik API Key: ") -if "OPIK_WORKSPACE" not in os.environ: - os.environ["OPIK_WORKSPACE"] = input("Comet workspace (often the same as your username): ") -``` - -If you are running the Opik platform locally, simply set: - +import opik -```python -# import os -# os.environ["OPIK_URL_OVERRIDE"] = "http://localhost:5173/api" +opik.configure(use_local=False) ``` ## Preparing our environment diff --git a/apps/opik-documentation/documentation/docs/cookbook/llama-index.ipynb b/apps/opik-documentation/documentation/docs/cookbook/llama-index.ipynb index 5beba6faa7..6b924eaa22 100644 --- a/apps/opik-documentation/documentation/docs/cookbook/llama-index.ipynb +++ b/apps/opik-documentation/documentation/docs/cookbook/llama-index.ipynb @@ -34,30 +34,9 @@ "metadata": {}, "outputs": [], "source": [ - "import os\n", - "import getpass\n", + "import opik\n", "\n", - "if \"OPIK_API_KEY\" not in os.environ:\n", - " os.environ[\"OPIK_API_KEY\"] = getpass.getpass(\"Opik API Key: \")\n", - "if \"OPIK_WORKSPACE\" not in os.environ:\n", - " os.environ[\"OPIK_WORKSPACE\"] = input(\"Comet workspace (often the same as your username): \")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "If you are running the Opik platform locally, simply set:" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# import os\n", - "# os.environ[\"OPIK_URL_OVERRIDE\"] = \"http://localhost:5173/api\"" + "opik.configure(use_local=False)" ] }, { diff --git a/apps/opik-documentation/documentation/docs/cookbook/llama-index.md b/apps/opik-documentation/documentation/docs/cookbook/llama-index.md index df20f7cb7b..7728a1792e 100644 --- a/apps/opik-documentation/documentation/docs/cookbook/llama-index.md +++ b/apps/opik-documentation/documentation/docs/cookbook/llama-index.md @@ -18,21 +18,9 @@ For this guide we will be downloading the essays from Paul Graham and use them a ```python -import os -import getpass - -if "OPIK_API_KEY" not in os.environ: - os.environ["OPIK_API_KEY"] = getpass.getpass("Opik API Key: ") -if "OPIK_WORKSPACE" not in os.environ: - os.environ["OPIK_WORKSPACE"] = input("Comet workspace (often the same as your username): ") -``` +import opik -If you are running the Opik platform locally, simply set: - - -```python -# import os -# os.environ["OPIK_URL_OVERRIDE"] = "http://localhost:5173/api" +opik.configure(use_local=False) ``` ## Preparing our environment diff --git a/apps/opik-documentation/documentation/docs/cookbook/openai.ipynb b/apps/opik-documentation/documentation/docs/cookbook/openai.ipynb index 0abc5d1c39..531fd2ef8e 100644 --- a/apps/opik-documentation/documentation/docs/cookbook/openai.ipynb +++ b/apps/opik-documentation/documentation/docs/cookbook/openai.ipynb @@ -26,30 +26,9 @@ "metadata": {}, "outputs": [], "source": [ - "import os\n", - "import getpass\n", + "import opik\n", "\n", - "if \"OPIK_API_KEY\" not in os.environ:\n", - " os.environ[\"OPIK_API_KEY\"] = getpass.getpass(\"Opik API Key: \")\n", - "if \"OPIK_WORKSPACE\" not in os.environ:\n", - " os.environ[\"OPIK_WORKSPACE\"] = input(\"Comet workspace (often the same as your username): \")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "If you are running the Opik platform locally, simply set:" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# import os\n", - "# os.environ[\"OPIK_URL_OVERRIDE\"] = \"http://localhost:5173/api\"" + "opik.configure(use_local=False)" ] }, { diff --git a/apps/opik-documentation/documentation/docs/cookbook/openai.md b/apps/opik-documentation/documentation/docs/cookbook/openai.md index b9264db5e3..6eece284a1 100644 --- a/apps/opik-documentation/documentation/docs/cookbook/openai.md +++ b/apps/opik-documentation/documentation/docs/cookbook/openai.md @@ -11,21 +11,9 @@ Opik integrates with OpenAI to provide a simple way to log traces for all OpenAI ```python -import os -import getpass - -if "OPIK_API_KEY" not in os.environ: - os.environ["OPIK_API_KEY"] = getpass.getpass("Opik API Key: ") -if "OPIK_WORKSPACE" not in os.environ: - os.environ["OPIK_WORKSPACE"] = input("Comet workspace (often the same as your username): ") -``` +import opik -If you are running the Opik platform locally, simply set: - - -```python -# import os -# os.environ["OPIK_URL_OVERRIDE"] = "http://localhost:5173/api" +opik.configure(use_local=False) ``` ## Preparing our environment diff --git a/apps/opik-documentation/documentation/docs/cookbook/ragas.ipynb b/apps/opik-documentation/documentation/docs/cookbook/ragas.ipynb index 8a135e32d6..ba9b9bff2e 100644 --- a/apps/opik-documentation/documentation/docs/cookbook/ragas.ipynb +++ b/apps/opik-documentation/documentation/docs/cookbook/ragas.ipynb @@ -31,30 +31,9 @@ "metadata": {}, "outputs": [], "source": [ - "import os\n", - "import getpass\n", + "import opik\n", "\n", - "if \"OPIK_API_KEY\" not in os.environ:\n", - " os.environ[\"OPIK_API_KEY\"] = getpass.getpass(\"Opik API Key: \")\n", - "if \"OPIK_WORKSPACE\" not in os.environ:\n", - " os.environ[\"OPIK_WORKSPACE\"] = input(\"Comet workspace (often the same as your username): \")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "If you are running the Opik platform locally, simply set:" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# import os\n", - "# os.environ[\"OPIK_URL_OVERRIDE\"] = \"http://localhost:5173/api\"" + "opik.configure(use_local=False)" ] }, { diff --git a/apps/opik-documentation/documentation/docs/cookbook/ragas.md b/apps/opik-documentation/documentation/docs/cookbook/ragas.md index 748fd850af..1bf9af55ea 100644 --- a/apps/opik-documentation/documentation/docs/cookbook/ragas.md +++ b/apps/opik-documentation/documentation/docs/cookbook/ragas.md @@ -15,21 +15,9 @@ There are two main ways to use Opik with Ragas: ```python -import os -import getpass - -if "OPIK_API_KEY" not in os.environ: - os.environ["OPIK_API_KEY"] = getpass.getpass("Opik API Key: ") -if "OPIK_WORKSPACE" not in os.environ: - os.environ["OPIK_WORKSPACE"] = input("Comet workspace (often the same as your username): ") -``` +import opik -If you are running the Opik platform locally, simply set: - - -```python -# import os -# os.environ["OPIK_URL_OVERRIDE"] = "http://localhost:5173/api" +opik.configure(use_local=False) ``` ## Preparing our environment diff --git a/apps/opik-documentation/documentation/docs/quickstart.md b/apps/opik-documentation/documentation/docs/quickstart.mdx similarity index 68% rename from apps/opik-documentation/documentation/docs/quickstart.md rename to apps/opik-documentation/documentation/docs/quickstart.mdx index 6cc3cb5f89..42a971a4d2 100644 --- a/apps/opik-documentation/documentation/docs/quickstart.md +++ b/apps/opik-documentation/documentation/docs/quickstart.mdx @@ -3,6 +3,9 @@ sidebar_position: 2 sidebar_label: Quickstart --- +import Tabs from '@theme/Tabs'; +import TabItem from '@theme/TabItem'; + # Quickstart This guide helps you integrate the Opik platform with your existing LLM application. @@ -19,21 +22,26 @@ pip install opik and configuring the SDK with: + + ```python -import os +import opik -os.environ["OPIK_API_KEY"] = "" -os.environ["OPIK_WORKSPACE"] = "" +opik.configure(use_local=False) ``` - -You can find your Opik API key in the user menu of the [Opik UI](https://www.comet.com/opik/), the workspace name is the first item of the breadcrumbs and often the same as your username. - - :::tip -If you are self-hosting the platform, you don't need to set the `OPIK_API_KEY` and `OPIK_WORKSPACE` environment variables. Instead simply set: - - export OPIK_URL_OVERRIDE="http://localhost:5173/api" +If you are self-hosting the platform, simply set the `use_local` flag to True in the `opik.configure` method. +::: + + +```bash +opik configure +``` +:::tip +If you are self-hosting the platform, simply use the `opik configure --use_local` command. ::: + + ## Integrating with your LLM application diff --git a/apps/opik-documentation/documentation/docs/self-host/local_deployment.md b/apps/opik-documentation/documentation/docs/self-host/local_deployment.md index 73b678ef47..8197596c3f 100644 --- a/apps/opik-documentation/documentation/docs/self-host/local_deployment.md +++ b/apps/opik-documentation/documentation/docs/self-host/local_deployment.md @@ -34,19 +34,23 @@ docker compose up --detach Opik will now be available at `http://localhost:5173`. :::tip -You will need to make sure that the Opik Python SDK is configured to point to the Opik server you just started. For this, make sure you set the environment variable `OPIK_BASE_URL` to the URL of the Opik server: +In order to use the Opik Python SDK with your local Opik instance, you will need to run: ```bash -export OPIK_BASE_URL=http://localhost:5173/api +pip install opik + +opik configure --use_local ``` or in python: ```python -import os +import opik -os.environ["OPIK_BASE_URL"] = "http://localhost:5173/api" +opik.configure(use_local=True) ``` + +This will create a `~/.opik.config` file that will store the URL of your local Opik instance. ::: All the data logged to the Opik platform will be stored in the `~/opik` directory, which means that you can start and stop the Opik platform without losing any data. diff --git a/apps/opik-documentation/python-sdk-docs/requirements.txt b/apps/opik-documentation/python-sdk-docs/requirements.txt index ca1e0e7ee0..cfe4c10d43 100644 --- a/apps/opik-documentation/python-sdk-docs/requirements.txt +++ b/apps/opik-documentation/python-sdk-docs/requirements.txt @@ -1,3 +1,4 @@ sphinx-autobuild sphinx -furo \ No newline at end of file +furo +sphinx-click diff --git a/apps/opik-documentation/python-sdk-docs/source/cli.rst b/apps/opik-documentation/python-sdk-docs/source/cli.rst new file mode 100644 index 0000000000..4c50ac62db --- /dev/null +++ b/apps/opik-documentation/python-sdk-docs/source/cli.rst @@ -0,0 +1,6 @@ +CLI Reference +============= + +.. click:: opik.cli:cli + :prog: opik + :nested: full diff --git a/apps/opik-documentation/python-sdk-docs/source/conf.py b/apps/opik-documentation/python-sdk-docs/source/conf.py index f25f1564a4..125a8d3c85 100644 --- a/apps/opik-documentation/python-sdk-docs/source/conf.py +++ b/apps/opik-documentation/python-sdk-docs/source/conf.py @@ -24,6 +24,7 @@ "sphinx.ext.intersphinx", "sphinx.ext.mathjax", "sphinx.ext.todo", + "sphinx_click.ext", ] # -- Options for Autodoc -------------------------------------------------------------- diff --git a/apps/opik-documentation/python-sdk-docs/source/configure.rst b/apps/opik-documentation/python-sdk-docs/source/configure.rst new file mode 100644 index 0000000000..68525f5345 --- /dev/null +++ b/apps/opik-documentation/python-sdk-docs/source/configure.rst @@ -0,0 +1,4 @@ +configure +========= + +.. autofunction:: opik.configure diff --git a/apps/opik-documentation/python-sdk-docs/source/index.rst b/apps/opik-documentation/python-sdk-docs/source/index.rst index 694a405dc5..188eb52803 100644 --- a/apps/opik-documentation/python-sdk-docs/source/index.rst +++ b/apps/opik-documentation/python-sdk-docs/source/index.rst @@ -23,15 +23,19 @@ To get start with the package, you can install it using pip:: pip install opik -To finish configuring the Opik Python SDK, you will need to set the environment variables: +To finish configuring the Opik Python SDK, we recommend running the `opik configure` command from the command line: -- If you are using the Comet managed Opik platform: +.. code-block:: bash - - `OPIK_API_KEY`: The API key to the Opik platform. - - `OPIK_WORKSPACE`: The workspace to log traces to, this is often the same as your Opik username. -- If you are using a self-hosted Opik platform: + opik configure - - `OPIK_BASE_URL`: The base URL of the Opik platform. +You can also call the configure function from the Python SDK: + +.. code-block:: python + + import opik + + opik.configure(use_local=False) ============= Using the SDK @@ -139,6 +143,7 @@ You can learn more about the `opik` python SDK in the following sections: Opik track + configure opik_context/index .. toctree:: @@ -176,6 +181,12 @@ You can learn more about the `opik` python SDK in the following sections: Objects/UsageDict.rst +.. toctree:: + :maxdepth: 1 + :caption: Command Line Interface + + cli + .. toctree:: :caption: Documentation Guides :maxdepth: 1 diff --git a/sdks/python/setup.py b/sdks/python/setup.py index 1fbbcc6a40..906d051cf6 100644 --- a/sdks/python/setup.py +++ b/sdks/python/setup.py @@ -27,6 +27,8 @@ "Programming Language :: Python :: 3.8", "Programming Language :: Python :: 3.9", "Programming Language :: Python :: 3.10", + "Programming Language :: Python :: 3.11", + "Programming Language :: Python :: 3.12", ], description="Comet tool for logging and evaluating LLM traces", long_description=open( @@ -34,20 +36,21 @@ ).read(), long_description_content_type="text/markdown", install_requires=[ + "click", "httpx<1.0.0", "langchain_community<1.0.0", "langchain_openai<1.0.0", "levenshtein~=0.25.1", "openai<2.0.0", + "opik-installer", "pandas>=2.0.0,<3.0.0", "pydantic-settings>=2.0.0,<3.0.0", "pydantic>=2.0.0,<3.0.0", "pytest", + "rich", "tqdm", + "questionary", "uuid7<1.0.0", - "rich", - "click", - "opik-installer", ], entry_points={ "pytest11": [ diff --git a/sdks/python/src/opik/__init__.py b/sdks/python/src/opik/__init__.py index 9845bcc657..6bf87f4256 100644 --- a/sdks/python/src/opik/__init__.py +++ b/sdks/python/src/opik/__init__.py @@ -5,6 +5,7 @@ from .api_objects.dataset.dataset_item import DatasetItem from .api_objects.dataset import Dataset from . import _logging +from .opik_configure import configure from . import package_version from .plugins.pytest.decorator import llm_unit from .evaluation import evaluate @@ -23,4 +24,5 @@ "DatasetItem", "Dataset", "llm_unit", + "configure", ] diff --git a/sdks/python/src/opik/_logging.py b/sdks/python/src/opik/_logging.py index a49c638a59..97870b272d 100644 --- a/sdks/python/src/opik/_logging.py +++ b/sdks/python/src/opik/_logging.py @@ -2,7 +2,6 @@ import functools import logging -import sys from . import config @@ -13,9 +12,11 @@ def setup() -> None: opik_root_logger = logging.getLogger("opik") + opik_root_logger.propagate = False + config_ = config.OpikConfig() - console_handler = logging.StreamHandler(sys.stdout) + console_handler = logging.StreamHandler() console_level = config_.console_logging_level console_handler.setLevel(console_level) console_handler.setFormatter(logging.Formatter(CONSOLE_MSG_FORMAT)) diff --git a/sdks/python/src/opik/cli.py b/sdks/python/src/opik/cli.py index b51509c4b6..95b20cbe66 100644 --- a/sdks/python/src/opik/cli.py +++ b/sdks/python/src/opik/cli.py @@ -3,6 +3,9 @@ from importlib import metadata import click +import questionary + +from . import opik_configure __version__: str = "0.0.0+dev" if __package__: @@ -17,5 +20,30 @@ def cli() -> None: """CLI tool for Opik.""" +@cli.command(context_settings={"ignore_unknown_options": True}) +@click.option( + "--use_local", + is_flag=True, + default=False, + help="Flag to configure the Opik Python SDK for local Opik deployments.", +) +def configure(use_local: bool) -> None: + """ + Create a configuration file for the Opik Python SDK, if a configuration file already exists, it will be overwritten. This is also available as a function in the Python SDK. + """ + if use_local: + opik_configure.configure(use_local=True, force=True) + else: + deployment_type_choice = questionary.select( + "Which Opik deployment do you want to log your traces to?", + choices=["Opik Cloud", "Local deployment"], + ).unsafe_ask() + + if deployment_type_choice == "Opik Cloud": + opik_configure.configure(use_local=False, force=True) + else: + opik_configure.configure(use_local=True, force=True) + + if __name__ == "__main__": cli() diff --git a/sdks/python/src/opik/config.py b/sdks/python/src/opik/config.py index 6549e7c736..dc82c1f108 100644 --- a/sdks/python/src/opik/config.py +++ b/sdks/python/src/opik/config.py @@ -1,11 +1,58 @@ -from typing import Tuple, Any, Type, Dict, Literal, Optional +import configparser +import logging +import pathlib +from typing import Any, Dict, Final, List, Literal, Optional, Tuple, Type, Union import pydantic_settings +from pydantic_settings import BaseSettings, InitSettingsSource +from pydantic_settings.sources import ConfigFileSourceMixin from . import dict_utils +PathType = Union[ + pathlib.Path, + str, + List[Union[pathlib.Path, str]], + Tuple[Union[pathlib.Path, str], ...], +] + _SESSION_CACHE_DICT: Dict[str, Any] = {} +OPIK_BASE_URL_CLOUD: Final[str] = "https://www.comet.com/opik/api" +OPIK_BASE_URL_LOCAL: Final[str] = "http://localhost:5173/api" + +OPIK_PROJECT_DEFAULT_NAME: Final[str] = "Default Project" +OPIK_WORKSPACE_DEFAULT_NAME: Final[str] = "default" + +CONFIG_FILE_PATH_DEFAULT: Final[str] = "~/.opik.config" + +LOGGER = logging.getLogger(__name__) + + +class IniConfigSettingsSource(InitSettingsSource, ConfigFileSourceMixin): + """ + A source class that loads variables from a INI file + """ + + def __init__( + self, + settings_cls: Type[BaseSettings], + ): + self.ini_data = self._read_files(CONFIG_FILE_PATH_DEFAULT) + super().__init__(settings_cls, self.ini_data) + + def _read_file(self, file_path: pathlib.Path) -> Dict[str, Any]: + config = configparser.ConfigParser() + config.read(file_path) + config_values = { + section: dict(config.items(section)) for section in config.sections() + } + + if "opik" in config_values: + return config_values["opik"] + + return {} + class OpikConfig(pydantic_settings.BaseSettings): """ @@ -14,7 +61,8 @@ class OpikConfig(pydantic_settings.BaseSettings): 1. User passed values 2. Session config dict (can be populated by calling `update_session_config(...)`) 3. Environment variables (they must start with "OPIK_" prefix) - 4. Default values + 4. Load from file + 5. Default values """ model_config = pydantic_settings.SettingsConfigDict(env_prefix="opik_") @@ -34,17 +82,18 @@ def settings_customise_sources( pydantic_settings.BaseSettings, _SESSION_CACHE_DICT ), env_settings, + IniConfigSettingsSource(settings_cls=cls), ) # Below are Opik configurations - url_override: str = "https://www.comet.com/opik/api" + url_override: str = OPIK_BASE_URL_CLOUD """Opik backend base URL""" - project_name: str = "Default Project" + project_name: str = OPIK_PROJECT_DEFAULT_NAME """Opik project name""" - workspace: str = "default" + workspace: str = OPIK_WORKSPACE_DEFAULT_NAME """Opik workspace""" api_key: Optional[str] = None @@ -91,6 +140,31 @@ def settings_customise_sources( If enabled, tests decorated with `llm_unit` will log data to Opik experiments """ + @property + def config_file_fullpath(self) -> pathlib.Path: + return pathlib.Path(CONFIG_FILE_PATH_DEFAULT).expanduser() + + def save_to_file(self) -> None: + """ + Save configuration to a file + """ + config_file_content = configparser.ConfigParser() + + config_file_content["opik"] = { + "url_override": self.url_override, + "workspace": self.workspace, + } + + if self.api_key is not None: + config_file_content["opik"]["api_key"] = self.api_key + + with open( + self.config_file_fullpath, mode="w+", encoding="utf-8" + ) as config_file: + config_file_content.write(config_file) + + LOGGER.info(f"Saved configuration to a file: {self.config_file_fullpath}") + def update_session_config(key: str, value: Any) -> None: _SESSION_CACHE_DICT[key] = value diff --git a/sdks/python/src/opik/exceptions.py b/sdks/python/src/opik/exceptions.py index c1a2b61a88..a47c6ab667 100644 --- a/sdks/python/src/opik/exceptions.py +++ b/sdks/python/src/opik/exceptions.py @@ -8,3 +8,7 @@ class DatasetItemUpdateOperationRequiresItemId(OpikException): class ContextExtractorNotSet(OpikException): pass + + +class ConfigurationError(OpikException): + pass diff --git a/sdks/python/src/opik/opik_configure.py b/sdks/python/src/opik/opik_configure.py new file mode 100644 index 0000000000..0920922d03 --- /dev/null +++ b/sdks/python/src/opik/opik_configure.py @@ -0,0 +1,434 @@ +import logging +from typing import cast +import getpass +from typing import Final, Optional + +import httpx + +import opik.config +from opik import httpx_client +from opik.config import ( + OPIK_BASE_URL_LOCAL, + OPIK_BASE_URL_CLOUD, + OPIK_WORKSPACE_DEFAULT_NAME, +) +from opik.exceptions import ConfigurationError + +LOGGER = logging.getLogger(__name__) + +HEALTH_CHECK_URL_POSTFIX: Final[str] = "/is-alive/ping" +HEALTH_CHECK_TIMEOUT: Final[float] = 1.0 + + +def is_interactive() -> bool: + """ + Returns True if in interactive mode + """ + # return bool(getattr(sys, "ps1", sys.flags.interactive)) + return True + + +def is_instance_active(url: str) -> bool: + """ + Returns True if given Opik URL responds to an HTTP GET request. + """ + http_client = httpx_client.get( + workspace=OPIK_WORKSPACE_DEFAULT_NAME, + api_key=None, + ) + + try: + http_client.timeout = HEALTH_CHECK_TIMEOUT + response = http_client.get(url=url + HEALTH_CHECK_URL_POSTFIX) + + if response.status_code == 200: + return True + except Exception: + return False + + return False + + +def is_workspace_name_correct(api_key: str, workspace: str) -> bool: + """ + Returns True if given cloud Opik workspace are correct. + + Raises: + ConnectionError: + + """ + + url = "https://www.comet.com/api/rest/v2/workspaces" + + client = httpx.Client() + client.headers.update( + { + "Authorization": f"{api_key}", + } + ) + + try: + response = client.get(url=url) + except Exception as e: + raise ConnectionError(f"Error while checking workspace status: {str(e)}") + + if response.status_code != 200: + raise ConnectionError(f"Error while checking workspace status: {response.text}") + + workspaces = response.json()["workspaceNames"] + + if workspace in workspaces: + return True + else: + return False + + +def is_api_key_correct(api_key: str) -> bool: + """ + Returns True if given cloud Opik API is correct. + + Raises: + ConnectionError: + """ + url = "https://www.comet.com/api/rest/v2/account-details" + + client = httpx.Client() + client.headers.update( + { + "Authorization": f"{api_key}", + } + ) + + try: + response = client.get(url=url) + + if response.status_code == 200: + return True + elif response.status_code in [401, 403]: + return False + + raise ConnectionError(f"Error while checking API key: {response.text}") + + except Exception as e: + raise ConnectionError(f"Error while checking API key: {str(e)}") + + +def get_default_workspace(api_key: str) -> str: + """ + Returns default Opik workspace name. + + Raises: + ConnectionError: + """ + url = "https://www.comet.com/api/rest/v2/account-details" + + client = httpx.Client() + client.headers.update( + { + "Authorization": f"{api_key}", + } + ) + + try: + response = client.get(url=url) + except Exception as e: + raise ConnectionError(f"Error while getting default workspace name: {str(e)}") + + if response.status_code != 200: + raise ConnectionError( + f"Error while getting default workspace name: {response.text}" + ) + + return response.json()["defaultWorkspaceName"] + + +def _update_config( + api_key: Optional[str], + url: str, + workspace: str, +) -> None: + """ + Save changes to config file and update current session config + + Args: + api_key + url + workspace + Raises: + ConfigurationError + """ + try: + new_config = opik.config.OpikConfig( + api_key=api_key, + url_override=url, + workspace=workspace, + ) + new_config.save_to_file() + + # update session config + opik.config.update_session_config("api_key", api_key) + opik.config.update_session_config("url_override", url) + opik.config.update_session_config("workspace", workspace) + + return + + except Exception as e: + raise ConfigurationError(str(e)) + + +def _ask_for_url() -> str: + """ + Ask user for Opik instance URL and check if it is accessible. + """ + retries = 2 + + while retries > 0: + user_input_opik_url = input("Please enter your Opik instance URL:") + + # Validate it is accessible using health + if is_instance_active(user_input_opik_url): + # If yes β†’ Save + return user_input_opik_url + else: + # If no β†’ Retry up to 2 times - ? Add message to docs ? + LOGGER.error( + f"Opik is not accessible at {user_input_opik_url}. Please try again, the URL should follow a format similar to {OPIK_BASE_URL_LOCAL}" + ) + retries -= 1 + + raise ConfigurationError( + "Can't use URL provided by user. Opik instance is not active or not found." + ) + + +def _ask_for_api_key() -> str: + """ + Ask user for cloud Opik instance API key and check if is it correct. + """ + retries = 3 + LOGGER.info( + "Your Opik cloud API key is available at https://www.comet.com/api/my/settings/." + ) + + while retries > 0: + user_input_api_key = getpass.getpass("Please enter your Opik Cloud API key:") + + if is_api_key_correct(user_input_api_key): + return user_input_api_key + else: + LOGGER.error( + f"The API key provided is not valid on {OPIK_BASE_URL_CLOUD}. Please try again." + ) + retries -= 1 + + raise ConfigurationError("API key is incorrect.") + + +def _ask_for_workspace(api_key: str) -> str: + """ + Ask user for cloud Opik instance workspace name. + """ + retries = 3 + + while retries > 0: + user_input_workspace = input( + "Please enter your cloud Opik instance workspace name: " + ) + + if is_workspace_name_correct(api_key, user_input_workspace): + return user_input_workspace + else: + LOGGER.error( + "This workspace does not exist, please enter a workspace that you have access to." + ) + retries -= 1 + + raise ConfigurationError("User does not have access to the workspaces provided.") + + +def ask_user_for_approval(message: str) -> bool: + while True: + users_choice = input(message) + users_choice = users_choice.upper() + + if users_choice in ("Y", "YES", ""): + return True + + if users_choice in ("N", "NO"): + return False + + LOGGER.error("Wrong choice. Please try again.") + + +def configure( + api_key: Optional[str] = None, + workspace: Optional[str] = None, + url: Optional[str] = None, + use_local: bool = False, + force: bool = False, +) -> None: + """ + Create a local configuration file for the Python SDK. If a configuration file already exists, it will not be overwritten unless the `force` parameter is set to True. + + Args: + api_key: The API key if using a Opik Cloud. + workspace: The workspace name if using a Opik Cloud. + url: The URL of the Opik instance if you are using a local deployment. + use_local: Whether to use a local deployment. + force: If true, the configuration file will be recreated and existing settings will be overwritten. + + Raises: + ConfigurationError + """ + + # OPIK CLOUD + if use_local is False: + _configure_cloud( + api_key=api_key, + workspace=workspace, + force=force, + ) + return + + # LOCAL OPIK DEPLOYMENT + _configure_local(url=url, force=force) + return + + +def _configure_cloud( + api_key: Optional[str], + workspace: Optional[str], + force: bool = False, +) -> None: + """ + Login to cloud Opik instance + + Args: + api_key: The API key if using a Opik Cloud. + workspace: The workspace name if using a Opik Cloud. + force: If true, the configuration file will be recreated and existing settings will be overwritten. + """ + current_config = opik.config.OpikConfig() + config_file_needs_updating = False + + # TODO: Update the is_interactive() check, today always returns True so commented the code below + # # first check parameters. + # if is_interactive() is False and api_key is None and current_config.api_key is None: + # raise ConfigurationError("No API key provided for cloud Opik instance.") + + # if ( + # is_interactive() is False + # and workspace is None + # and current_config.workspace is None + # ): + # raise ConfigurationError("No workspace name provided for cloud Opik instance.") + + # Ask for API key + if force and api_key is None: + api_key = _ask_for_api_key() + config_file_needs_updating = True + elif api_key is None and current_config.api_key is None: + api_key = _ask_for_api_key() + config_file_needs_updating = True + elif api_key is None and current_config.api_key is not None: + api_key = current_config.api_key + + api_key = cast(str, api_key) # by that moment we must be sure it's not None. + + # Check passed workspace (if it was passed) + if workspace is not None: + if is_workspace_name_correct(api_key, workspace): + config_file_needs_updating = True + else: + raise ConfigurationError( + "Workspace `%s` is incorrect for the given API key.", workspace + ) + else: + # Workspace was not passed, we check if there is already configured value + # if workspace already configured - will use this value + if ( + "workspace" in current_config.model_fields_set + and current_config.workspace != OPIK_WORKSPACE_DEFAULT_NAME + and not force + ): + workspace = current_config.workspace + + # Check what their default workspace is, and we ask them if they want to use the default workspace + if workspace is None: + default_workspace = get_default_workspace(api_key) + use_default_workspace = ask_user_for_approval( + f'Do you want to use "{default_workspace}" workspace? (Y/n)' + ) + + if use_default_workspace: + workspace = default_workspace + else: + workspace = _ask_for_workspace(api_key=api_key) + + config_file_needs_updating = True + + if config_file_needs_updating: + _update_config( + api_key=api_key, + url=OPIK_BASE_URL_CLOUD, + workspace=workspace, + ) + else: + LOGGER.info( + "Opik is already configured, you can check the settings by viewing the config file at %s", + opik.config.OpikConfig().config_file_fullpath, + ) + + +def _configure_local(url: Optional[str], force: bool = False) -> None: + """ + Login to local Opik deployment + + Args: + url: The URL of the local Opik instance. + force: Whether to force the configuration even if local settings exist. + + Raises: + ConfigurationError + """ + # TODO: this needs to be refactored - _login_local might only need url from the outside. + # But we still have to init api_key and workspace because they are required in order to update config + api_key = None + workspace = OPIK_WORKSPACE_DEFAULT_NAME + current_config = opik.config.OpikConfig() + + if url is not None and is_instance_active(url): + _update_config( + api_key=api_key, + url=url, + workspace=workspace, + ) + return + + if is_instance_active(OPIK_BASE_URL_LOCAL): + if not force and current_config.url_override == OPIK_BASE_URL_LOCAL: + # Local Opik url is configured and local + # instance is running, everything is ready. + LOGGER.info( + f"Opik is already configured to local to the running instance at {OPIK_BASE_URL_LOCAL}." + ) + return + + use_url = ask_user_for_approval( + f"Found local Opik instance on: {OPIK_BASE_URL_LOCAL}, do you want to use it? (Y/n)" + ) + + if use_url: + _update_config( + api_key=api_key, + url=OPIK_BASE_URL_LOCAL, + workspace=workspace, + ) + return + + user_input_url = _ask_for_url() + _update_config( + api_key=api_key, + url=user_input_url, + workspace=workspace, + ) diff --git a/sdks/python/tests/unit/test_opik_configure.py b/sdks/python/tests/unit/test_opik_configure.py new file mode 100644 index 0000000000..71c5998f1f --- /dev/null +++ b/sdks/python/tests/unit/test_opik_configure.py @@ -0,0 +1,97 @@ +from opik import configure +import pytest + +from opik.exceptions import ConfigurationError + + +@pytest.mark.skip +@pytest.mark.parametrize( + "api_key, url, workspace, local, should_raise", + [ + ( + None, + "http://example.com", + "workspace1", + True, + False, + ), # Missing api_key, local=True + ( + None, + "http://example.com", + "workspace1", + False, + True, + ), # Missing api_key, local=False + ("apikey123", None, "workspace1", True, True), # Missing url, local=True + ("apikey123", None, "workspace1", False, True), # Missing url, local=False + ( + "apikey123", + "http://example.com", + None, + True, + True, + ), # Missing workspace, local=True + ( + "apikey123", + "http://example.com", + None, + False, + True, + ), # Missing workspace, local=False + (None, None, "workspace1", True, True), # Missing api_key and url, local=True + (None, None, "workspace1", False, True), # Missing api_key and url, local=False + ( + None, + "http://example.com", + None, + True, + True, + ), # Missing api_key and workspace, local=True + ( + None, + "http://example.com", + None, + False, + True, + ), # Missing api_key and workspace, local=False + ("apikey123", None, None, True, True), # Missing url and workspace, local=True + ( + "apikey123", + None, + None, + False, + True, + ), # Missing url and workspace, local=False + (None, None, None, True, True), # All missing, local=True + (None, None, None, False, True), # All missing, local=False + ( + "apikey123", + "http://example.com", + "workspace1", + True, + False, + ), # All present, local=True + ( + "apikey123", + "http://example.com", + "workspace1", + False, + False, + ), # All present, local=False + ], +) +def test_login__force_new_settings__fail(api_key, url, workspace, local, should_raise): + if should_raise: + with pytest.raises(ConfigurationError): + configure( + api_key=api_key, + url=url, + workspace=workspace, + force=True, + use_local=local, + ) + else: + # No exception should be raised + configure( + api_key=api_key, url=url, workspace=workspace, force=True, use_local=local + ) From 6abef693062977149edb6c723c4f17a980216e15 Mon Sep 17 00:00:00 2001 From: github-actions Date: Tue, 17 Sep 2024 10:59:29 +0000 Subject: [PATCH 02/19] Update base version to 0.1.14 --- version.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/version.txt b/version.txt index 7ac4e5e38f..71d6a66eda 100644 --- a/version.txt +++ b/version.txt @@ -1 +1 @@ -0.1.13 +0.1.14 From 42a9d8543916df1f0d8dfb15556fcace3d88b275 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jacques=20Verr=C3=A9?= Date: Tue, 17 Sep 2024 12:45:52 +0100 Subject: [PATCH 03/19] Add opik.configure to log_traces guide (#262) --- .../tracing/{log_traces.md => log_traces.mdx} | 33 +++++++++++++++++-- 1 file changed, 31 insertions(+), 2 deletions(-) rename apps/opik-documentation/documentation/docs/tracing/{log_traces.md => log_traces.mdx} (85%) diff --git a/apps/opik-documentation/documentation/docs/tracing/log_traces.md b/apps/opik-documentation/documentation/docs/tracing/log_traces.mdx similarity index 85% rename from apps/opik-documentation/documentation/docs/tracing/log_traces.md rename to apps/opik-documentation/documentation/docs/tracing/log_traces.mdx index cec2c5a786..2aa29e6ccd 100644 --- a/apps/opik-documentation/documentation/docs/tracing/log_traces.md +++ b/apps/opik-documentation/documentation/docs/tracing/log_traces.mdx @@ -3,6 +3,9 @@ sidebar_position: 1 sidebar_label: Log Traces --- +import Tabs from '@theme/Tabs'; +import TabItem from '@theme/TabItem'; + # Log Traces You can log traces to the Comet LLM Evaluation plaform using either the REST API or the `opik` Python SDK. @@ -15,14 +18,40 @@ To log traces to the Comet LLM Evaluation platform using the Python SDK, you wil pip install opik ``` -Once the SDK is installed, you can log traces to using one our Comet's integration, function decorators or manually. +To finish setting up the SDK, you will need to configure the SDK with your Opik API key or the path to your local deployment using the `opik configure`. This command will walk you through the setup process: + + + + +```python +import opik +opik.configure(use_local=False) +``` :::tip -Opik has a number of integrations for popular LLM frameworks like LangChain or OpenAI, checkout a full list of integrations in the [integrations](/tracing/integrations/overview.md) section. +If you are self-hosting the platform, simply set the `use_local` flag to True in the `opik.configure` method. ::: + + +```bash +opik configure +``` +:::tip +If you are self-hosting the platform, simply use the `opik configure --use_local` command. +::: + + + + +Once the SDK is installed, you can log traces to using one our Comet's integration, function decorators or manually. + + ## Log using function decorators +Using Opik's function decorators is the easiest way to add Opik logging to your existing LLM application. We recommend using this method in conjuntion with one of our [integrations](/tracing/integrations/overview.md) for the most seamless experience. + + ### Logging traces and spans If you are manually defining your LLM chains and not using LangChain for example, you can use the `track` function decorators to track LLM calls: From 596767a755bf972fa05e41f9666112c92e163a12 Mon Sep 17 00:00:00 2001 From: Gideon Mendels Date: Tue, 17 Sep 2024 08:51:03 -0400 Subject: [PATCH 04/19] Update README.md (#263) --- README.md | 14 +++++++------- 1 file changed, 7 insertions(+), 7 deletions(-) diff --git a/README.md b/README.md index 3df1bfcd5d..70f3d7e7c2 100644 --- a/README.md +++ b/README.md @@ -59,11 +59,9 @@ You can use Opik for:
## πŸ› οΈ Installation - +Opik is available as a fully open source local installation or using Comet.com as a hosted solution. The easiest way to get started with Opik is by creating a free Comet account at [comet.com](https://www.comet.com/signup?from=llm?utm_source=opik&utm_medium=github&utm_content=install). - - If you'd like to self-host Opik, you can do so by cloning the repository and starting the platform using Docker Compose: ```bash @@ -98,11 +96,11 @@ Once the SDK is installed, you can configure it by running the `opik configure` ```bash opik configure ``` +This will allow you to configure Opik locally by setting the correct local server address or if you're using the Cloud platform by setting the API Key -This will ensure that your API key is correctly set if you are using the Opik Cloud platform or that the Opik URL is correctly set if you are self-hosting the platform. > [!TIP] -> You can also call the `opik.configure(use_local=False)` method from your Python code to configure the SDK. +> You can also call the `opik.configure(use_local=True)` method from your Python code to configure the SDK to run on the local installation. You are now ready to start logging traces using the [Python SDK](https://www.comet.com/docs/opik/python-sdk-reference/?utm_source=opik&utm_medium=github&utm_content=sdk_link2). @@ -123,9 +121,11 @@ The easiest way to get started is to use one of our integrations. Opik supports: If you are not using any of the frameworks above, you can also using the `track` function decorator to [log traces](https://www.comet.com/docs/opik/tracing/log_traces/?utm_source=opik&utm_medium=github&utm_content=traces_link): ```python -from opik import track +import opik + +opik.configure(use_local=True) # Run locally -@track +@opik.track def my_llm_function(user_question: str) -> str: # Your LLM code here From ac84e17ece48289c671ee007344d98f3ec364c3d Mon Sep 17 00:00:00 2001 From: Gideon Mendels Date: Tue, 17 Sep 2024 08:58:55 -0400 Subject: [PATCH 05/19] Update README.md (#265) --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index 70f3d7e7c2..a404878a3b 100644 --- a/README.md +++ b/README.md @@ -73,6 +73,8 @@ cd opik/deployment/docker-compose # Start the Opik platform docker compose up --detach + +# You can now visit http://localhost:5173 on your browser! ``` For more information about the different deployment options, please see our deployment guides: From 21e075da6dfcdc7624351c29d3cd361076769b12 Mon Sep 17 00:00:00 2001 From: Aliaksandr Kuzmik <98702584+alexkuzmik@users.noreply.github.com> Date: Tue, 17 Sep 2024 15:09:13 +0200 Subject: [PATCH 06/19] Fix config creation in Opik (#264) --- sdks/python/src/opik/api_objects/opik_client.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/sdks/python/src/opik/api_objects/opik_client.py b/sdks/python/src/opik/api_objects/opik_client.py index 47900b7334..f505b7e936 100644 --- a/sdks/python/src/opik/api_objects/opik_client.py +++ b/sdks/python/src/opik/api_objects/opik_client.py @@ -41,7 +41,7 @@ def __init__( None """ config_ = config.get_from_user_inputs( - project_name=project_name, workspace=workspace, host=host + project_name=project_name, workspace=workspace, url_override=host ) self._workspace: str = config_.workspace self._project_name: str = config_.project_name From 848b9828da2667c77c07c2c7fccf718c305827a8 Mon Sep 17 00:00:00 2001 From: github-actions Date: Tue, 17 Sep 2024 14:18:34 +0000 Subject: [PATCH 07/19] Update base version to 0.1.15 --- version.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/version.txt b/version.txt index 71d6a66eda..c34958a471 100644 --- a/version.txt +++ b/version.txt @@ -1 +1 @@ -0.1.14 +0.1.15 From 4553b5c3d7fd475dfd40e9c1aac073ee18a385df Mon Sep 17 00:00:00 2001 From: BorisTkachenko <35521895+BorisTkachenko@users.noreply.github.com> Date: Tue, 17 Sep 2024 17:13:39 +0200 Subject: [PATCH 08/19] CM-11314 Endpoint for traces count usage (#223) --- .../main/java/com/comet/opik/api/Project.java | 5 +- .../comet/opik/api/TraceCountResponse.java | 26 +++ .../resources/v1/internal/UsageResource.java | 40 ++++ .../java/com/comet/opik/domain/TraceDAO.java | 23 +++ .../com/comet/opik/domain/TraceService.java | 14 ++ .../v1/internal/UsageResourceTest.java | 193 ++++++++++++++++++ .../resources/v1/priv/TracesResourceTest.java | 33 +-- 7 files changed, 318 insertions(+), 16 deletions(-) create mode 100644 apps/opik-backend/src/main/java/com/comet/opik/api/TraceCountResponse.java create mode 100644 apps/opik-backend/src/main/java/com/comet/opik/api/resources/v1/internal/UsageResource.java create mode 100644 apps/opik-backend/src/test/java/com/comet/opik/api/resources/v1/internal/UsageResourceTest.java diff --git a/apps/opik-backend/src/main/java/com/comet/opik/api/Project.java b/apps/opik-backend/src/main/java/com/comet/opik/api/Project.java index 60e62580be..a0479bcad6 100644 --- a/apps/opik-backend/src/main/java/com/comet/opik/api/Project.java +++ b/apps/opik-backend/src/main/java/com/comet/opik/api/Project.java @@ -39,8 +39,9 @@ public static class Public { } } - public record ProjectPage(@JsonView( { - Project.View.Public.class}) int page, + public record ProjectPage( + @JsonView( { + Project.View.Public.class}) int page, @JsonView({Project.View.Public.class}) int size, @JsonView({Project.View.Public.class}) long total, @JsonView({Project.View.Public.class}) List content) diff --git a/apps/opik-backend/src/main/java/com/comet/opik/api/TraceCountResponse.java b/apps/opik-backend/src/main/java/com/comet/opik/api/TraceCountResponse.java new file mode 100644 index 0000000000..e3e97aea69 --- /dev/null +++ b/apps/opik-backend/src/main/java/com/comet/opik/api/TraceCountResponse.java @@ -0,0 +1,26 @@ +package com.comet.opik.api; + +import com.fasterxml.jackson.annotation.JsonIgnoreProperties; +import com.fasterxml.jackson.databind.PropertyNamingStrategies; +import com.fasterxml.jackson.databind.annotation.JsonNaming; +import lombok.Builder; + +import java.util.List; + +@Builder(toBuilder = true) +@JsonIgnoreProperties(ignoreUnknown = true) +@JsonNaming(PropertyNamingStrategies.SnakeCaseStrategy.class) +public record TraceCountResponse( + List workspacesTracesCount) { + public static TraceCountResponse empty() { + return new TraceCountResponse(List.of()); + } + + @Builder(toBuilder = true) + @JsonIgnoreProperties(ignoreUnknown = true) + @JsonNaming(PropertyNamingStrategies.SnakeCaseStrategy.class) + public record WorkspaceTraceCount( + String workspace, + int traceCount) { + } +} diff --git a/apps/opik-backend/src/main/java/com/comet/opik/api/resources/v1/internal/UsageResource.java b/apps/opik-backend/src/main/java/com/comet/opik/api/resources/v1/internal/UsageResource.java new file mode 100644 index 0000000000..c2fbbb59bf --- /dev/null +++ b/apps/opik-backend/src/main/java/com/comet/opik/api/resources/v1/internal/UsageResource.java @@ -0,0 +1,40 @@ +package com.comet.opik.api.resources.v1.internal; + +import com.codahale.metrics.annotation.Timed; +import com.comet.opik.api.TraceCountResponse; +import com.comet.opik.domain.TraceService; +import io.swagger.v3.oas.annotations.Operation; +import io.swagger.v3.oas.annotations.media.Content; +import io.swagger.v3.oas.annotations.media.Schema; +import io.swagger.v3.oas.annotations.responses.ApiResponse; +import io.swagger.v3.oas.annotations.tags.Tag; +import jakarta.ws.rs.Consumes; +import jakarta.ws.rs.GET; +import jakarta.ws.rs.Path; +import jakarta.ws.rs.Produces; +import jakarta.ws.rs.core.MediaType; +import jakarta.ws.rs.core.Response; +import lombok.NonNull; +import lombok.RequiredArgsConstructor; +import lombok.extern.slf4j.Slf4j; + +@Path("/v1/internal/usage") +@Produces(MediaType.APPLICATION_JSON) +@Consumes(MediaType.APPLICATION_JSON) +@Timed +@Slf4j +@RequiredArgsConstructor(onConstructor_ = @jakarta.inject.Inject) +@Tag(name = "System usage", description = "System usage related resource") +public class UsageResource { + private final @NonNull TraceService traceService; + + @GET + @Path("/workspace-trace-counts") + @Operation(operationId = "getTracesCountForWorkspaces", summary = "Get traces count on previous day for all available workspaces", description = "Get traces count on previous day for all available workspaces", responses = { + @ApiResponse(responseCode = "200", description = "TraceCountResponse resource", content = @Content(schema = @Schema(implementation = TraceCountResponse.class)))}) + public Response getTracesCountForWorkspaces() { + return traceService.countTracesPerWorkspace() + .map(tracesCountResponse -> Response.ok(tracesCountResponse).build()) + .block(); + } +} diff --git a/apps/opik-backend/src/main/java/com/comet/opik/domain/TraceDAO.java b/apps/opik-backend/src/main/java/com/comet/opik/domain/TraceDAO.java index e31135a3c7..bf967efb43 100644 --- a/apps/opik-backend/src/main/java/com/comet/opik/domain/TraceDAO.java +++ b/apps/opik-backend/src/main/java/com/comet/opik/domain/TraceDAO.java @@ -1,6 +1,7 @@ package com.comet.opik.domain; import com.comet.opik.api.Trace; +import com.comet.opik.api.TraceCountResponse; import com.comet.opik.api.TraceSearchCriteria; import com.comet.opik.api.TraceUpdate; import com.comet.opik.domain.filter.FilterQueryBuilder; @@ -64,6 +65,8 @@ interface TraceDAO { Mono> getTraceWorkspace(Set traceIds, Connection connection); Mono batchInsert(List traces, Connection connection); + + Flux countTracesPerWorkspace(Connection connection); } @Slf4j @@ -274,6 +277,16 @@ AND id in ( ; """; + private static final String TRACE_COUNT_BY_WORKSPACE_ID = """ + SELECT + workspace_id, + COUNT(DISTINCT id) as trace_count + FROM traces + WHERE created_at BETWEEN toStartOfDay(yesterday()) AND toStartOfDay(today()) + GROUP BY workspace_id + ; + """; + private static final String COUNT_BY_PROJECT_ID = """ SELECT count(id) as count @@ -797,4 +810,14 @@ private String getOrDefault(JsonNode value) { return value != null ? value.toString() : ""; } + @com.newrelic.api.agent.Trace(dispatcher = true) + public Flux countTracesPerWorkspace(Connection connection) { + + var statement = connection.createStatement(TRACE_COUNT_BY_WORKSPACE_ID); + + return Mono.from(statement.execute()) + .flatMapMany(result -> result.map((row, rowMetadata) -> TraceCountResponse.WorkspaceTraceCount.builder() + .workspace(row.get("workspace_id", String.class)) + .traceCount(row.get("trace_count", Integer.class)).build())); + } } diff --git a/apps/opik-backend/src/main/java/com/comet/opik/domain/TraceService.java b/apps/opik-backend/src/main/java/com/comet/opik/domain/TraceService.java index 956b01eb36..b1be4a9710 100644 --- a/apps/opik-backend/src/main/java/com/comet/opik/domain/TraceService.java +++ b/apps/opik-backend/src/main/java/com/comet/opik/domain/TraceService.java @@ -4,6 +4,7 @@ import com.comet.opik.api.Project; import com.comet.opik.api.Trace; import com.comet.opik.api.TraceBatch; +import com.comet.opik.api.TraceCountResponse; import com.comet.opik.api.TraceSearchCriteria; import com.comet.opik.api.TraceUpdate; import com.comet.opik.api.error.EntityAlreadyExistsException; @@ -57,6 +58,8 @@ public interface TraceService { Mono validateTraceWorkspace(String workspaceId, Set traceIds); + Mono countTracesPerWorkspace(); + } @Slf4j @@ -323,4 +326,15 @@ public Mono validateTraceWorkspace(@NonNull String workspaceId, @NonNul .allMatch(trace -> workspaceId.equals(trace.workspaceId())))); } + @Override + public Mono countTracesPerWorkspace() { + return template.stream(dao::countTracesPerWorkspace) + .collectList() + .flatMap(items -> Mono.just( + TraceCountResponse.builder() + .workspacesTracesCount(items) + .build())) + .switchIfEmpty(Mono.just(TraceCountResponse.empty())); + } + } diff --git a/apps/opik-backend/src/test/java/com/comet/opik/api/resources/v1/internal/UsageResourceTest.java b/apps/opik-backend/src/test/java/com/comet/opik/api/resources/v1/internal/UsageResourceTest.java new file mode 100644 index 0000000000..78e22c95ec --- /dev/null +++ b/apps/opik-backend/src/test/java/com/comet/opik/api/resources/v1/internal/UsageResourceTest.java @@ -0,0 +1,193 @@ +package com.comet.opik.api.resources.v1.internal; + +import com.comet.opik.api.Trace; +import com.comet.opik.api.TraceCountResponse; +import com.comet.opik.api.resources.utils.AuthTestUtils; +import com.comet.opik.api.resources.utils.ClickHouseContainerUtils; +import com.comet.opik.api.resources.utils.ClientSupportUtils; +import com.comet.opik.api.resources.utils.MigrationUtils; +import com.comet.opik.api.resources.utils.MySQLContainerUtils; +import com.comet.opik.api.resources.utils.RedisContainerUtils; +import com.comet.opik.api.resources.utils.TestDropwizardAppExtensionUtils; +import com.comet.opik.api.resources.utils.TestUtils; +import com.comet.opik.api.resources.utils.WireMockUtils; +import com.comet.opik.infrastructure.db.TransactionTemplate; +import com.comet.opik.podam.PodamFactoryUtils; +import com.redis.testcontainers.RedisContainer; +import jakarta.ws.rs.client.Entity; +import jakarta.ws.rs.core.HttpHeaders; +import jakarta.ws.rs.core.MediaType; +import org.jdbi.v3.core.Jdbi; +import org.junit.jupiter.api.AfterAll; +import org.junit.jupiter.api.BeforeAll; +import org.junit.jupiter.api.DisplayName; +import org.junit.jupiter.api.Nested; +import org.junit.jupiter.api.Test; +import org.junit.jupiter.api.TestInstance; +import org.junit.jupiter.api.extension.RegisterExtension; +import org.testcontainers.containers.ClickHouseContainer; +import org.testcontainers.containers.MySQLContainer; +import org.testcontainers.junit.jupiter.Testcontainers; +import reactor.core.publisher.Mono; +import ru.vyarus.dropwizard.guice.test.ClientSupport; +import ru.vyarus.dropwizard.guice.test.jupiter.ext.TestDropwizardAppExtension; +import uk.co.jemos.podam.api.PodamFactory; + +import java.sql.SQLException; +import java.util.UUID; + +import static com.comet.opik.api.resources.utils.ClickHouseContainerUtils.DATABASE_NAME; +import static com.comet.opik.api.resources.utils.MigrationUtils.CLICKHOUSE_CHANGELOG_FILE; +import static com.comet.opik.domain.ProjectService.DEFAULT_PROJECT; +import static com.comet.opik.infrastructure.auth.RequestContext.WORKSPACE_HEADER; +import static org.assertj.core.api.Assertions.assertThat; + +@Testcontainers(parallel = true) +@DisplayName("Usage Resource Test") +@TestInstance(TestInstance.Lifecycle.PER_CLASS) +public class UsageResourceTest { + public static final String USAGE_RESOURCE_URL_TEMPLATE = "%s/v1/internal/usage"; + public static final String TRACE_RESOURCE_URL_TEMPLATE = "%s/v1/private/traces"; + + private static final String USER = UUID.randomUUID().toString(); + + private static final RedisContainer REDIS = RedisContainerUtils.newRedisContainer(); + + private static final MySQLContainer MYSQL_CONTAINER = MySQLContainerUtils.newMySQLContainer(); + + private static final ClickHouseContainer CLICK_HOUSE_CONTAINER = ClickHouseContainerUtils.newClickHouseContainer(); + + @RegisterExtension + private static final TestDropwizardAppExtension app; + + private static final WireMockUtils.WireMockRuntime wireMock; + + static { + MYSQL_CONTAINER.start(); + CLICK_HOUSE_CONTAINER.start(); + REDIS.start(); + + wireMock = WireMockUtils.startWireMock(); + + var databaseAnalyticsFactory = ClickHouseContainerUtils.newDatabaseAnalyticsFactory( + CLICK_HOUSE_CONTAINER, DATABASE_NAME); + + app = TestDropwizardAppExtensionUtils.newTestDropwizardAppExtension( + MYSQL_CONTAINER.getJdbcUrl(), databaseAnalyticsFactory, wireMock.runtimeInfo(), REDIS.getRedisURI()); + } + + private final PodamFactory factory = PodamFactoryUtils.newPodamFactory(); + + private String baseURI; + private ClientSupport client; + private TransactionTemplate template; + + @BeforeAll + void setUpAll(ClientSupport client, Jdbi jdbi, TransactionTemplate template) throws SQLException { + + MigrationUtils.runDbMigration(jdbi, MySQLContainerUtils.migrationParameters()); + + try (var connection = CLICK_HOUSE_CONTAINER.createConnection("")) { + MigrationUtils.runDbMigration(connection, CLICKHOUSE_CHANGELOG_FILE, + ClickHouseContainerUtils.migrationParameters()); + } + + this.baseURI = "http://localhost:%d".formatted(client.getPort()); + this.client = client; + this.template = template; + + ClientSupportUtils.config(client); + } + + @AfterAll + void tearDownAll() { + wireMock.server().stop(); + } + + private static void mockTargetWorkspace(String apiKey, String workspaceName, String workspaceId) { + AuthTestUtils.mockTargetWorkspace(wireMock.server(), apiKey, workspaceName, workspaceId, USER); + } + + @Nested + @DisplayName("Opik usage:") + @TestInstance(TestInstance.Lifecycle.PER_CLASS) + class Usage { + + private final String okApikey = UUID.randomUUID().toString(); + + @Test + @DisplayName("Get traces count on previous day for all workspaces, no Auth") + void tracesCountForWorkspace() { + // Setup mock workspace with traces + var workspaceName = UUID.randomUUID().toString(); + var workspaceId = UUID.randomUUID().toString(); + int tracesCount = setupTracesForWorkspace(workspaceName, workspaceId, okApikey); + + // Change created_at to the previous day in order to capture those traces in count query, since for Stripe we need to count it daily for yesterday + String updateCreatedAt = "ALTER TABLE traces UPDATE created_at = subtractDays(created_at, 1) WHERE workspace_id=:workspace_id;"; + template.nonTransaction(connection -> { + var statement = connection.createStatement(updateCreatedAt) + .bind("workspace_id", workspaceId); + return Mono.from(statement.execute()); + }).block(); + + // Setup second workspace with traces, but leave created_at date set to today, so traces do not end up in the pool + var workspaceNameForToday = UUID.randomUUID().toString(); + var workspaceIdForToday = UUID.randomUUID().toString(); + setupTracesForWorkspace(workspaceNameForToday, workspaceIdForToday, okApikey); + + try (var actualResponse = client.target(USAGE_RESOURCE_URL_TEMPLATE.formatted(baseURI)) + .path("/workspace-trace-counts") + .request() + .header(HttpHeaders.AUTHORIZATION, okApikey) + .header(WORKSPACE_HEADER, workspaceName) + .get()) { + + assertThat(actualResponse.getStatusInfo().getStatusCode()).isEqualTo(200); + assertThat(actualResponse.hasEntity()).isTrue(); + + var response = actualResponse.readEntity(TraceCountResponse.class); + assertThat(response.workspacesTracesCount().size()).isEqualTo(1); + assertThat(response.workspacesTracesCount().get(0)) + .isEqualTo(new TraceCountResponse.WorkspaceTraceCount(workspaceId, tracesCount)); + } + } + } + + private int setupTracesForWorkspace(String workspaceName, String workspaceId, String okApikey) { + mockTargetWorkspace(okApikey, workspaceName, workspaceId); + + var traces = PodamFactoryUtils.manufacturePojoList(factory, Trace.class) + .stream() + .map(t -> t.toBuilder() + .projectId(null) + .projectName(DEFAULT_PROJECT) + .feedbackScores(null) + .build()) + .toList(); + + traces.forEach(trace -> createTrace(trace, okApikey, workspaceName)); + + return traces.size(); + } + + private UUID createTrace(Trace trace, String apiKey, String workspaceName) { + try (var actualResponse = client.target(TRACE_RESOURCE_URL_TEMPLATE.formatted(baseURI)) + .request() + .accept(MediaType.APPLICATION_JSON_TYPE) + .header(HttpHeaders.AUTHORIZATION, apiKey) + .header(WORKSPACE_HEADER, workspaceName) + .post(Entity.json(trace))) { + + assertThat(actualResponse.getStatusInfo().getStatusCode()).isEqualTo(201); + assertThat(actualResponse.hasEntity()).isFalse(); + + var actualId = TestUtils.getIdFromLocation(actualResponse.getLocation()); + + if (trace.id() != null) { + assertThat(actualId).isEqualTo(trace.id()); + } + return actualId; + } + } +} diff --git a/apps/opik-backend/src/test/java/com/comet/opik/api/resources/v1/priv/TracesResourceTest.java b/apps/opik-backend/src/test/java/com/comet/opik/api/resources/v1/priv/TracesResourceTest.java index 8bdf9fb926..4f822c9c9a 100644 --- a/apps/opik-backend/src/test/java/com/comet/opik/api/resources/v1/priv/TracesResourceTest.java +++ b/apps/opik-backend/src/test/java/com/comet/opik/api/resources/v1/priv/TracesResourceTest.java @@ -338,18 +338,7 @@ void get__whenApiKeyIsPresent__thenReturnProperResponse(String apiKey, boolean e var workspaceName = UUID.randomUUID().toString(); var workspaceId = UUID.randomUUID().toString(); - mockTargetWorkspace(okApikey, workspaceName, workspaceId); - - var traces = PodamFactoryUtils.manufacturePojoList(factory, Trace.class) - .stream() - .map(t -> t.toBuilder() - .projectId(null) - .projectName(DEFAULT_PROJECT) - .feedbackScores(null) - .build()) - .toList(); - - traces.forEach(trace -> create(trace, okApikey, workspaceName)); + int tracesCount = setupTracesForWorkspace(workspaceName, workspaceId, okApikey); try (var actualResponse = client.target(URL_TEMPLATE.formatted(baseURI)) .queryParam("project_name", DEFAULT_PROJECT) @@ -363,7 +352,7 @@ void get__whenApiKeyIsPresent__thenReturnProperResponse(String apiKey, boolean e assertThat(actualResponse.hasEntity()).isTrue(); var response = actualResponse.readEntity(Trace.TracePage.class); - assertThat(response.content()).hasSize(traces.size()); + assertThat(response.content()).hasSize(tracesCount); } else { assertThat(actualResponse.getStatusInfo().getStatusCode()).isEqualTo(401); assertThat(actualResponse.readEntity(io.dropwizard.jersey.errors.ErrorMessage.class)) @@ -482,7 +471,6 @@ void feedbackBatch__whenApiKeyIsPresent__thenReturnProperResponse(String apiKey, } } - } @Nested @@ -4695,4 +4683,21 @@ private void assertEqualsForScores(List expected, List actual) { .ignoringCollectionOrder() .isEqualTo(expected); } + + private int setupTracesForWorkspace(String workspaceName, String workspaceId, String okApikey) { + mockTargetWorkspace(okApikey, workspaceName, workspaceId); + + var traces = PodamFactoryUtils.manufacturePojoList(factory, Trace.class) + .stream() + .map(t -> t.toBuilder() + .projectId(null) + .projectName(DEFAULT_PROJECT) + .feedbackScores(null) + .build()) + .toList(); + + traces.forEach(trace -> TracesResourceTest.this.create(trace, okApikey, workspaceName)); + + return traces.size(); + } } From 929a19916c1032cf60560ff22af3379acf21a57d Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jacques=20Verr=C3=A9?= Date: Tue, 17 Sep 2024 16:39:01 +0100 Subject: [PATCH 09/19] Predibase documentation (#266) * Predibase documentation * Added Predibase integration to Github repo Readme * Updated Predibase integration --- README.md | 1 + .../docs/cookbook/predibase.ipynb | 254 ++++++++++++++++++ .../documentation/docs/cookbook/predibase.md | 160 +++++++++++ .../docs/tracing/integrations/langchain.md | 6 +- .../docs/tracing/integrations/overview.md | 1 + .../docs/tracing/integrations/predibase.md | 78 ++++++ .../documentation/sidebars.ts | 7 +- .../img/tracing/predibase_opik_trace.png | Bin 0 -> 720007 bytes 8 files changed, 500 insertions(+), 7 deletions(-) create mode 100644 apps/opik-documentation/documentation/docs/cookbook/predibase.ipynb create mode 100644 apps/opik-documentation/documentation/docs/cookbook/predibase.md create mode 100644 apps/opik-documentation/documentation/docs/tracing/integrations/predibase.md create mode 100644 apps/opik-documentation/documentation/static/img/tracing/predibase_opik_trace.png diff --git a/README.md b/README.md index a404878a3b..f22da8a610 100644 --- a/README.md +++ b/README.md @@ -116,6 +116,7 @@ The easiest way to get started is to use one of our integrations. Opik supports: | OpenAI | Log traces for all OpenAI LLM calls | [Documentation](https://www.comet.com//docs/opik/tracing/integrations/openai/?utm_source=opik&utm_medium=github&utm_content=openai_link) | [![Open Quickstart In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/comet-ml/opik/blob/master/apps/opik-documentation/documentation/docs/cookbook/openai.ipynb) | | LangChain | Log traces for all LangChain LLM calls | [Documentation](https://www.comet.com/docs/opik/tracing/integrations/langchain/?utm_source=opik&utm_medium=github&utm_content=langchain_link) | [![Open Quickstart In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/comet-ml/opik/blob/master/apps/opik-documentation/documentation/docs/cookbook/langchain.ipynb) | | LlamaIndex | Log traces for all LlamaIndex LLM calls | [Documentation](https://www.comet.com/docs/opik/tracing/integrations/llama_index?utm_source=opik&utm_medium=github&utm_content=llama_index_link) | [![Open Quickstart In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/comet-ml/opik/blob/master/apps/opik-documentation/documentation/docs/cookbook/llama-index.ipynb) | +| Predibase | Fine-tune and serve open-source Large Language Models | [Documentation](https://www.comet.com/docs/opik/tracing/integrations/predibase?utm_source=opik&utm_medium=github&utm_content=predibase_link) | [![Open Quickstart In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/comet-ml/opik/blob/master/apps/opik-documentation/documentation/docs/cookbook/predibase.ipynb) | > [!TIP] > If the framework you are using is not listed above, feel free to [open an issue](https://github.com/comet-ml/opik/issues) or submit a PR with the integration. diff --git a/apps/opik-documentation/documentation/docs/cookbook/predibase.ipynb b/apps/opik-documentation/documentation/docs/cookbook/predibase.ipynb new file mode 100644 index 0000000000..9236226ba0 --- /dev/null +++ b/apps/opik-documentation/documentation/docs/cookbook/predibase.ipynb @@ -0,0 +1,254 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Using Opik with Predibase\n", + "\n", + "This notebook demonstrates how to use Predibase as an LLM provider with LangChain, and how to integrate Comet for tracking and logging.\n", + "\n", + "## Setup\n", + "\n", + "First, let's install the necessary packages and set up our environment variables." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "%pip install --upgrade --quiet predibase opik" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We will now configure Opik and Predibase:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Configure Opik\n", + "import opik\n", + "import os\n", + "\n", + "opik.configure(use_local=False)\n", + "\n", + "# Configure predibase\n", + "import getpass\n", + "os.environ[\"PREDIBASE_API_TOKEN\"] = getpass.getpass(\"Enter your Predibase API token\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Creating the Opik Tracer\n", + "\n", + "In order to log traces to Opik, we will be using the OpikTracer from the LangChain integration." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Import Comet tracer\n", + "from opik.integrations.langchain import OpikTracer\n", + "\n", + "# Initialize Comet tracer\n", + "opik_tracer = OpikTracer(\n", + " tags=[\"predibase\", \"langchain\"],\n", + ")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Initial Call\n", + "\n", + "Let's set up our Predibase model and make an initial call." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from langchain_community.llms import Predibase\n", + "import os\n", + "\n", + "model = Predibase(\n", + " model=\"mistral-7b\",\n", + " predibase_api_key=os.environ.get(\"PREDIBASE_API_TOKEN\"),\n", + ")\n", + "\n", + "# Test the model with Comet tracing\n", + "response = model.invoke(\n", + " \"Can you recommend me a nice dry wine?\",\n", + " config={\n", + " \"temperature\": 0.5,\n", + " \"max_new_tokens\": 1024,\n", + " \"callbacks\": [opik_tracer]\n", + " }\n", + ")\n", + "print(response)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In addition to passing the OpikTracer to the invoke method, you can also define it during the creation of the `Predibase` object:\n", + "\n", + "```python\n", + "model = Predibase(\n", + " model=\"mistral-7b\",\n", + " predibase_api_key=os.environ.get(\"PREDIBASE_API_TOKEN\"),\n", + ").with_config({\"callbacks\": [opik_tracer]})\n", + "```" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## SequentialChain\n", + "\n", + "Now, let's create a more complex chain and run it with Comet tracing." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "from langchain.chains import LLMChain, SimpleSequentialChain\n", + "from langchain_core.prompts import PromptTemplate\n", + "\n", + "# Synopsis chain\n", + "template = \"\"\"You are a playwright. Given the title of play, it is your job to write a synopsis for that title.\n", + "\n", + "Title: {title}\n", + "Playwright: This is a synopsis for the above play:\"\"\"\n", + "prompt_template = PromptTemplate(input_variables=[\"title\"], template=template)\n", + "synopsis_chain = LLMChain(llm=model, prompt=prompt_template)\n", + "\n", + "# Review chain\n", + "template = \"\"\"You are a play critic from the New York Times. Given the synopsis of play, it is your job to write a review for that play.\n", + "\n", + "Play Synopsis:\n", + "{synopsis}\n", + "Review from a New York Times play critic of the above play:\"\"\"\n", + "prompt_template = PromptTemplate(input_variables=[\"synopsis\"], template=template)\n", + "review_chain = LLMChain(llm=model, prompt=prompt_template)\n", + "\n", + "# Overall chain\n", + "overall_chain = SimpleSequentialChain(\n", + " chains=[synopsis_chain, review_chain], verbose=True\n", + ")\n", + "\n", + "# Run the chain with Comet tracing\n", + "review = overall_chain.run(\"Tragedy at sunset on the beach\", callbacks=[opik_tracer])\n", + "print(review)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Accessing Logged Traces\n", + "\n", + "We can access the trace IDs collected by the Comet tracer." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "traces = opik_tracer.created_traces()\n", + "print(\"Collected trace IDs:\", [trace.id for trace in traces])\n", + "\n", + "# Flush traces to ensure all data is logged\n", + "opik_tracer.flush()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Fine-tuned LLM Example\n", + "\n", + "Finally, let's use a fine-tuned model with Comet tracing.\n", + "\n", + "**Note:** In order to use a fine-tuned model, you will need to have access to the model and the correct model ID. The code below will return a `NotFoundError` unless the `model` and `adapter_id` are updated." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "fine_tuned_model = Predibase(\n", + " model=\"my-base-LLM\",\n", + " predibase_api_key=os.environ.get(\"PREDIBASE_API_TOKEN\"),\n", + " predibase_sdk_version=None,\n", + " adapter_id=\"my-finetuned-adapter-id\",\n", + " adapter_version=1,\n", + " **{\n", + " \"api_token\": os.environ.get(\"HUGGING_FACE_HUB_TOKEN\"),\n", + " \"max_new_tokens\": 5,\n", + " },\n", + ")\n", + "\n", + "# Configure the Comet tracer\n", + "fine_tuned_model = fine_tuned_model.with_config({\"callbacks\": [opik_tracer]})\n", + "\n", + "# Invode the fine-tuned model\n", + "response = fine_tuned_model.invoke(\n", + " \"Can you help categorize the following emails into positive, negative, and neutral?\",\n", + " **{\"temperature\": 0.5, \"max_new_tokens\": 1024}\n", + ")\n", + "print(response)\n", + "\n", + "# Final flush to ensure all traces are logged\n", + "opik_tracer.flush()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "py312_llm_eval", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/apps/opik-documentation/documentation/docs/cookbook/predibase.md b/apps/opik-documentation/documentation/docs/cookbook/predibase.md new file mode 100644 index 0000000000..c06b117765 --- /dev/null +++ b/apps/opik-documentation/documentation/docs/cookbook/predibase.md @@ -0,0 +1,160 @@ +# Using Opik with Predibase + +This notebook demonstrates how to use Predibase as an LLM provider with LangChain, and how to integrate Comet for tracking and logging. + +## Setup + +First, let's install the necessary packages and set up our environment variables. + + +```python +%pip install --upgrade --quiet predibase opik +``` + +We will now configure Opik and Predibase: + + +```python +# Configure Opik +import opik +import os + +opik.configure(use_local=False) + +# Configure predibase +import getpass +os.environ["PREDIBASE_API_TOKEN"] = getpass.getpass("Enter your Predibase API token") +``` + +## Creating the Opik Tracer + +In order to log traces to Opik, we will be using the OpikTracer from the LangChain integration. + + +```python +# Import Comet tracer +from opik.integrations.langchain import OpikTracer + +# Initialize Comet tracer +opik_tracer = OpikTracer( + tags=["predibase", "langchain"], +) +``` + +## Initial Call + +Let's set up our Predibase model and make an initial call. + + +```python +from langchain_community.llms import Predibase +import os + +model = Predibase( + model="mistral-7b", + predibase_api_key=os.environ.get("PREDIBASE_API_TOKEN"), +) + +# Test the model with Comet tracing +response = model.invoke( + "Can you recommend me a nice dry wine?", + config={ + "temperature": 0.5, + "max_new_tokens": 1024, + "callbacks": [opik_tracer] + } +) +print(response) +``` + +In addition to passing the OpikTracer to the invoke method, you can also define it during the creation of the `Predibase` object: + +```python +model = Predibase( + model="mistral-7b", + predibase_api_key=os.environ.get("PREDIBASE_API_TOKEN"), +).with_config({"callbacks": [opik_tracer]}) +``` + +## SequentialChain + +Now, let's create a more complex chain and run it with Comet tracing. + + +```python +from langchain.chains import LLMChain, SimpleSequentialChain +from langchain_core.prompts import PromptTemplate + +# Synopsis chain +template = """You are a playwright. Given the title of play, it is your job to write a synopsis for that title. + +Title: {title} +Playwright: This is a synopsis for the above play:""" +prompt_template = PromptTemplate(input_variables=["title"], template=template) +synopsis_chain = LLMChain(llm=model, prompt=prompt_template) + +# Review chain +template = """You are a play critic from the New York Times. Given the synopsis of play, it is your job to write a review for that play. + +Play Synopsis: +{synopsis} +Review from a New York Times play critic of the above play:""" +prompt_template = PromptTemplate(input_variables=["synopsis"], template=template) +review_chain = LLMChain(llm=model, prompt=prompt_template) + +# Overall chain +overall_chain = SimpleSequentialChain( + chains=[synopsis_chain, review_chain], verbose=True +) + +# Run the chain with Comet tracing +review = overall_chain.run("Tragedy at sunset on the beach", callbacks=[opik_tracer]) +print(review) +``` + +## Accessing Logged Traces + +We can access the trace IDs collected by the Comet tracer. + + +```python +traces = opik_tracer.created_traces() +print("Collected trace IDs:", [trace.id for trace in traces]) + +# Flush traces to ensure all data is logged +opik_tracer.flush() +``` + +## Fine-tuned LLM Example + +Finally, let's use a fine-tuned model with Comet tracing. + +**Note:** In order to use a fine-tuned model, you will need to have access to the model and the correct model ID. The code below will return a `NotFoundError` unless the `model` and `adapter_id` are updated. + + +```python +fine_tuned_model = Predibase( + model="my-base-LLM", + predibase_api_key=os.environ.get("PREDIBASE_API_TOKEN"), + predibase_sdk_version=None, + adapter_id="my-finetuned-adapter-id", + adapter_version=1, + **{ + "api_token": os.environ.get("HUGGING_FACE_HUB_TOKEN"), + "max_new_tokens": 5, + }, +) + +# Configure the Comet tracer +fine_tuned_model = fine_tuned_model.with_config({"callbacks": [opik_tracer]}) + +# Invode the fine-tuned model +response = fine_tuned_model.invoke( + "Can you help categorize the following emails into positive, negative, and neutral?", + **{"temperature": 0.5, "max_new_tokens": 1024} +) +print(response) + +# Final flush to ensure all traces are logged +opik_tracer.flush() +``` diff --git a/apps/opik-documentation/documentation/docs/tracing/integrations/langchain.md b/apps/opik-documentation/documentation/docs/tracing/integrations/langchain.md index d69550394c..75322ff3f4 100644 --- a/apps/opik-documentation/documentation/docs/tracing/integrations/langchain.md +++ b/apps/opik-documentation/documentation/docs/tracing/integrations/langchain.md @@ -69,7 +69,7 @@ opik_tracer = OpikTracer( ## Accessing logged traces -You can use the `collected_traces` method to access the trace IDs collected by the `CometTracer` callback: +You can use the `created_traces` method to access the trace IDs collected by the `CometTracer` callback: ```python from opik.integrations.langchain import OpikTracer @@ -78,8 +78,8 @@ opik_tracer = OpikTracer() # Calling Langchain object -traces = opik_tracer.collected_traces() -print(traces) +traces = opik_tracer.created_traces() +print([trace.id for trace in traces]) ``` This can be especially useful if you would like to update or log feedback scores for traces logged using the CometTracer. diff --git a/apps/opik-documentation/documentation/docs/tracing/integrations/overview.md b/apps/opik-documentation/documentation/docs/tracing/integrations/overview.md index 354e70656c..657ebb335a 100644 --- a/apps/opik-documentation/documentation/docs/tracing/integrations/overview.md +++ b/apps/opik-documentation/documentation/docs/tracing/integrations/overview.md @@ -13,5 +13,6 @@ Opik aims to make it as easy as possible to log, view and evaluate your LLM trac | OpenAI | Log traces for all OpenAI LLM calls | [Documentation](/tracing/integrations/openai.md) | [![Open Quickstart In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/comet-ml/opik/blob/master/apps/opik-documentation/documentation/docs/cookbook/openai.ipynb) | | LangChain | Log traces for all LangChain LLM calls | [Documentation](/tracing/integrations/langchain.md) | [![Open Quickstart In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/comet-ml/opik/blob/master/apps/opik-documentation/documentation/docs/cookbook/langchain.ipynb) | | LlamaIndex | Log traces for all LlamaIndex LLM calls | [Documentation](/tracing/integrations/llama_index.md) | [![Open Quickstart In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/comet-ml/opik/blob/master/apps/opik-documentation/documentation/docs/cookbook/llama-index.ipynb) | +| Predibase | Fine-tune and serve open-source LLMs | [Documentation](/tracing/integrations/predibase.md) | [![Open Quickstart In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/comet-ml/opik/blob/master/apps/opik-documentation/documentation/docs/cookbook/predibase.ipynb) | If you would like to see more integrations, please open an issue on our [GitHub repository](https://github.com/comet-ml/opik). diff --git a/apps/opik-documentation/documentation/docs/tracing/integrations/predibase.md b/apps/opik-documentation/documentation/docs/tracing/integrations/predibase.md new file mode 100644 index 0000000000..157c47b353 --- /dev/null +++ b/apps/opik-documentation/documentation/docs/tracing/integrations/predibase.md @@ -0,0 +1,78 @@ +--- +sidebar_position: 4 +sidebar_label: Predibase +--- + +# Using Opik with Predibase + +Predibase is a platform for fine-tuning and serving open-source Large Language Models (LLMs). It's built on top of open-source [LoRAX](https://loraexchange.ai/). + +
+ You can check out the Colab Notebook if you'd like to jump straight to the code: + + Open In Colab + +
+ +## Tracking your LLM calls + +Predibase can be used to serve open-source LLMs and is available as a model provider in LangChain. We will leverage the Opik integration with LangChain to track the LLM calls made using Predibase models. + +### Getting started + +To use the Opik integration with Predibase, you'll need to have both the `opik`, `predibase` and `langchain` packages installed. You can install them using pip: + +```bash +pip install --upgrade --quiet opik predibase langchain +``` + +You can then configure Opik using the `opik configure` command which will prompt you for the correct local server address or if you are using the Cloud platfrom your API key: + +```bash +opik configure +``` + +You will also need to set the `PREDIBASE_API_TOKEN` environment variable to your Predibase API token: + +```bash +export PREDIBASE_API_TOKEN= +``` + +### Tracing your Predibase LLM calls + +In order to use Predibase through the LangChain interface, we will start by creating a Predibase model. We will then invoke the model with the Opik tracing callback: + +```python +import os +from langchain_community.llms import Predibase +from opik.integrations.langchain import OpikTracer + +model = Predibase( + model="mistral-7b", + predibase_api_key=os.environ.get("PREDIBASE_API_TOKEN"), +) + +# Test the model with Comet tracing +response = model.invoke( + "Can you recommend me a nice dry wine?", + config={ + "temperature": 0.5, + "max_new_tokens": 1024, + "callbacks": [OpikTracer(tags=["predibase", "mistral-7b"])] + } +) +print(response) +``` + +:::tip +You can learn more about the Opik integration with LangChain in our [LangChain integration guide](/docs/tracing/integrations/langchain.md) or in the [Predibase cookbook](/docs/cookbook/predibase.md). +::: + +The trace will now be available in the Opik UI for further analysis. + + +![predibase](/img/tracing/predibase_opik_trace.png) + +## Tracking your fine-tuning training runs + +If you are using Predibase to fine-tune an LLM, we recommend using Predibase's integration with Comet's Experiment Management functionality. You can learn more about how to set this up in the [Comet integration guide](https://docs.predibase.com/user-guide/integrations/comet) in the Predibase documentation. If you are already using an Experiment Tracking platform, worth checking if it has an integration with Predibase. diff --git a/apps/opik-documentation/documentation/sidebars.ts b/apps/opik-documentation/documentation/sidebars.ts index 42c6a743e0..8b4e8dec5b 100644 --- a/apps/opik-documentation/documentation/sidebars.ts +++ b/apps/opik-documentation/documentation/sidebars.ts @@ -28,7 +28,7 @@ const sidebars: SidebarsConfig = { type: 'category', label: 'Integrations', items: ['tracing/integrations/overview', 'tracing/integrations/langchain', 'tracing/integrations/openai', - 'tracing/integrations/llama_index', 'tracing/integrations/ragas'] + 'tracing/integrations/llama_index', 'tracing/integrations/predibase', 'tracing/integrations/ragas'] }], }, { @@ -53,9 +53,8 @@ const sidebars: SidebarsConfig = { type: 'category', label: 'Cookbooks', collapsed: false, - items: ['cookbook/openai', 'cookbook/langchain', 'cookbook/llama-index', - 'cookbook/evaluate_hallucination_metric', 'cookbook/evaluate_moderation_metric', - 'cookbook/ragas'] + items: ['cookbook/openai', 'cookbook/langchain', 'cookbook/llama-index', 'cookbook/predibase', + 'cookbook/ragas', 'cookbook/evaluate_hallucination_metric', 'cookbook/evaluate_moderation_metric'] }, ], }; diff --git a/apps/opik-documentation/documentation/static/img/tracing/predibase_opik_trace.png b/apps/opik-documentation/documentation/static/img/tracing/predibase_opik_trace.png new file mode 100644 index 0000000000000000000000000000000000000000..a63424a651ebd23549c1146b4e62105164b27b2f GIT binary patch literal 720007 zcmc$`Wn5Hi+de!)3nCyTT~bog9ZD%kO1GeNcQbTJC?HA-h{Vv{1Cr7W(jnaqL%j># z`}wo)`+4?n?@#Y1*2J~ebsc9P=Q)Hb%1dLS6QhGbAk62_B$PoQEZ`E&77YdX6W!2d z5Bvc;C`&&D74(v>fk2d?=Mqm;T=h1mQ9WO(Hlyrj#c*`7dhBTaD2dI4l*B_Iln4kV z5;)j+cuGVFetwkb40Q~$@6sTa64-BcgtZwQ6<4hrcBZ&0KlRAD$8ddjn4LX&?$9TE zl61}gJmyg3C9=c_$GFz6-|ge17+DRc*!K@5zp_~(by2p4x3 zrWgBWUjFgUtq=eH5^|1y`WUp?;NSk?*ILN=o!teG6B5pfkG~)Md-*nVV;|+Vkh`Ve 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zSG-&_CrakufP}vrX9;06N9PXDdaWL<;z`h6boQ?d*0iby{UmFA$GtU`_A4gGeLoG! zKYD(!6zG}=czgHi=C7rfIX9t!Skz}(*4Io&+Sw4j^MgGFH{6nCKBllGRi%|(vza>D zv#;C@gVb}kjFkD2QqL<)>bXfalo1ek0@josmG#6ul{16X4`88l{$%;zJ`r?k;v(G+ z($eu|jn43wK;Ql~17 zfUN6A+!Mker1Yxy0#$07sR|^?x9-U2i@yd%+PymXS^fn{V_={y`nT%miypjj@nZsi Nk<+859h;)t^dFmE_nrU% literal 0 HcmV?d00001 From b4c89f1fd3ff03e88aefac8b583e4ef445200edb Mon Sep 17 00:00:00 2001 From: Sid Mehta Date: Wed, 18 Sep 2024 02:43:10 -0700 Subject: [PATCH 10/19] Add missing utms (#268) * fixed missing utms * add utms to openai colab * added utms to langhcain colab * update llamaindex * ragas notebook utms * fixed typo * add utms to eval_hall notebook * added eval_mod metric * fixed broken link --- README.md | 4 ++-- .../docs/cookbook/evaluate_hallucination_metric.ipynb | 4 ++-- .../docs/cookbook/evaluate_moderation_metric.ipynb | 4 ++-- .../documentation/docs/cookbook/langchain.ipynb | 4 ++-- .../documentation/docs/cookbook/llama-index.ipynb | 4 ++-- .../documentation/docs/cookbook/openai.ipynb | 4 ++-- .../documentation/docs/cookbook/ragas.ipynb | 4 ++-- 7 files changed, 14 insertions(+), 14 deletions(-) diff --git a/README.md b/README.md index f22da8a610..2c98e5394c 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,6 @@

- Website β€’ + Website β€’ Slack community β€’ Twitter β€’ Documentation diff --git a/apps/opik-documentation/documentation/docs/cookbook/evaluate_hallucination_metric.ipynb b/apps/opik-documentation/documentation/docs/cookbook/evaluate_hallucination_metric.ipynb index 9acbde112c..d813672e94 100644 --- a/apps/opik-documentation/documentation/docs/cookbook/evaluate_hallucination_metric.ipynb +++ b/apps/opik-documentation/documentation/docs/cookbook/evaluate_hallucination_metric.ipynb @@ -15,9 +15,9 @@ "source": [ "## Creating an account on Comet.com\n", "\n", - "[Comet](https://www.comet.com/site) provides a hosted version of the Opik platform, [simply create an account](https://www.comet.com/signup?from=llm) and grab you API Key.\n", + "[Comet](https://www.comet.com/site?from=llm&utm_source=opik&utm_medium=colab&utm_content=eval_hall) provides a hosted version of the Opik platform, [simply create an account](https://www.comet.com/signup?from=llm&utm_source=opik&utm_medium=colab&utm_content=eval_hall) and grab you API Key.\n", "\n", - "> You can also run the Opik platform locally, see the [installation guide](https://www.comet.com/docs/opik/self-host/overview/) for more information." + "> You can also run the Opik platform locally, see the [installation guide](https://www.comet.com/docs/opik/self-host/overview/?from=llm&utm_source=opik&utm_medium=colab&utm_content=eval_hall) for more information." ] }, { diff --git a/apps/opik-documentation/documentation/docs/cookbook/evaluate_moderation_metric.ipynb b/apps/opik-documentation/documentation/docs/cookbook/evaluate_moderation_metric.ipynb index bf3ad3214d..9f32b6ed4b 100644 --- a/apps/opik-documentation/documentation/docs/cookbook/evaluate_moderation_metric.ipynb +++ b/apps/opik-documentation/documentation/docs/cookbook/evaluate_moderation_metric.ipynb @@ -15,9 +15,9 @@ "source": [ "## Creating an account on Comet.com\n", "\n", - "[Comet](https://www.comet.com/site) provides a hosted version of the Opik platform, [simply create an account](https://www.comet.com/signup?from=llm) and grab you API Key.\n", + "[Comet](https://www.comet.com/site?from=llm&utm_source=opik&utm_medium=colab&utm_content=eval_mod) provides a hosted version of the Opik platform, [simply create an account](https://www.comet.com/signup?from=llm&utm_source=opik&utm_medium=colab&utm_content=eval_mod) and grab you API Key.\n", "\n", - "> You can also run the Opik platform locally, see the [installation guide](https://www.comet.com/docs/opik/self-host/overview/) for more information." + "> You can also run the Opik platform locally, see the [installation guide](https://www.comet.com/docs/opik/self-host/overview/?from=llm&utm_source=opik&utm_medium=colab&utm_content=eval_mod) for more information." ] }, { diff --git a/apps/opik-documentation/documentation/docs/cookbook/langchain.ipynb b/apps/opik-documentation/documentation/docs/cookbook/langchain.ipynb index 284d679ef4..9893168443 100644 --- a/apps/opik-documentation/documentation/docs/cookbook/langchain.ipynb +++ b/apps/opik-documentation/documentation/docs/cookbook/langchain.ipynb @@ -21,9 +21,9 @@ "source": [ "## Creating an account on Comet.com\n", "\n", - "[Comet](https://www.comet.com/site) provides a hosted version of the Opik platform, [simply create an account](https://www.comet.com/signup?from=llm) and grab you API Key.\n", + "[Comet](https://www.comet.com/site?from=llm&utm_source=opik&utm_medium=colab&utm_content=langchain) provides a hosted version of the Opik platform, [simply create an account](https://www.comet.com/signup?from=llm&utm_source=opik&utm_medium=colab&utm_content=langchain) and grab you API Key.\n", "\n", - "> You can also run the Opik platform locally, see the [installation guide](https://www.comet.com/docs/opik/self-host/overview/) for more information." + "> You can also run the Opik platform locally, see the [installation guide](https://www.comet.com/docs/opik/self-host/overview/?from=llm&utm_source=opik&utm_medium=colab&utm_content=langchain) for more information." ] }, { diff --git a/apps/opik-documentation/documentation/docs/cookbook/llama-index.ipynb b/apps/opik-documentation/documentation/docs/cookbook/llama-index.ipynb index 6b924eaa22..e5c023eeff 100644 --- a/apps/opik-documentation/documentation/docs/cookbook/llama-index.ipynb +++ b/apps/opik-documentation/documentation/docs/cookbook/llama-index.ipynb @@ -23,9 +23,9 @@ "source": [ "## Creating an account on Comet.com\n", "\n", - "[Comet](https://www.comet.com/site) provides a hosted version of the Opik platform, [simply create an account](https://www.comet.com/signup?from=llm) and grab you API Key.\n", + "[Comet](https://www.comet.com/site?from=llm&utm_source=opik&utm_medium=colab&utm_content=llamaindex) provides a hosted version of the Opik platform, [simply create an account](https://www.comet.com/signup?from=llm&utm_source=opik&utm_medium=colab&utm_content=llamaindex) and grab you API Key.\n", "\n", - "> You can also run the Opik platform locally, see the [installation guide](https://www.comet.com/docs/opik/self-host/overview/) for more information." + "> You can also run the Opik platform locally, see the [installation guide](https://www.comet.com/docs/opik/self-host/overview/?from=llm&utm_source=opik&utm_medium=colab&utm_content=llamaindex) for more information." ] }, { diff --git a/apps/opik-documentation/documentation/docs/cookbook/openai.ipynb b/apps/opik-documentation/documentation/docs/cookbook/openai.ipynb index 531fd2ef8e..86276c488a 100644 --- a/apps/opik-documentation/documentation/docs/cookbook/openai.ipynb +++ b/apps/opik-documentation/documentation/docs/cookbook/openai.ipynb @@ -15,9 +15,9 @@ "source": [ "## Creating an account on Comet.com\n", "\n", - "[Comet](https://www.comet.com/site) provides a hosted version of the Opik platform, [simply create an account](https://www.comet.com/signup?from=llm) and grab you API Key.\n", + "[Comet](https://www.comet.com/site?from=llm&utm_source=opik&utm_medium=colab&utm_content=openai) provides a hosted version of the Opik platform, [simply create an account](https://www.comet.com/signup?from=llm&utm_source=opik&utm_medium=colab&utm_content=openai) and grab you API Key.\n", "\n", - "> You can also run the Opik platform locally, see the [installation guide](https://www.comet.com/docs/opik/self-host/overview/) for more information." + "> You can also run the Opik platform locally, see the [installation guide](https://www.comet.com/docs/opik/self-host/overview/?from=llm&utm_source=opik&utm_medium=colab&utm_content=openai) for more information." ] }, { diff --git a/apps/opik-documentation/documentation/docs/cookbook/ragas.ipynb b/apps/opik-documentation/documentation/docs/cookbook/ragas.ipynb index ba9b9bff2e..dfe3cc6804 100644 --- a/apps/opik-documentation/documentation/docs/cookbook/ragas.ipynb +++ b/apps/opik-documentation/documentation/docs/cookbook/ragas.ipynb @@ -20,9 +20,9 @@ "source": [ "## Creating an account on Comet.com\n", "\n", - "[Comet](https://www.comet.com/site) provides a hosted version of the Opik platform, [simply create an account](https://www.comet.com/signup?from=llm) and grab you API Key.\n", + "[Comet](https://www.comet.com/site?from=llm&utm_source=opik&utm_medium=colab&utm_content=openai) provides a hosted version of the Opik platform, [simply create an account](https://www.comet.com/signup?from=llm&utm_source=opik&utm_medium=colab&utm_content=ragas) and grab you API Key.\n", "\n", - "> You can also run the Opik platform locally, see the [installation guide](https://www.comet.com/docs/opik/self-host/overview/) for more information." + "> You can also run the Opik platform locally, see the [installation guide](https://www.comet.com/docs/opik/self-host/overview/?from=llm&utm_source=opik&utm_medium=colab&utm_content=ragas) for more information." ] }, { From 62c00c0f5812771b438e0e25ccbe11b87b4fbd65 Mon Sep 17 00:00:00 2001 From: Andres Cruz Date: Wed, 18 Sep 2024 12:30:17 +0200 Subject: [PATCH 11/19] OPIK-72 Make experiment name optional (#267) * OPIK-72 Make experiment name optional * Rev2: fixed wrong import --- .../java/com/comet/opik/OpikApplication.java | 4 +- .../java/com/comet/opik/api/Experiment.java | 2 +- .../comet/opik/domain/ExperimentService.java | 23 +- .../com/comet/opik/domain/NameGenerator.java | 28 + .../db/NameGeneratorModule.java | 38 + .../java/com/comet/opik/utils/JsonUtils.java | 9 + .../resources/name-generator/adjectives.json | 987 ++++++++++++++ .../main/resources/name-generator/nouns.json | 1158 +++++++++++++++++ .../v1/priv/ExperimentsResourceTest.java | 17 +- 9 files changed, 2251 insertions(+), 15 deletions(-) create mode 100644 apps/opik-backend/src/main/java/com/comet/opik/domain/NameGenerator.java create mode 100644 apps/opik-backend/src/main/java/com/comet/opik/infrastructure/db/NameGeneratorModule.java create mode 100644 apps/opik-backend/src/main/resources/name-generator/adjectives.json create mode 100644 apps/opik-backend/src/main/resources/name-generator/nouns.json diff --git a/apps/opik-backend/src/main/java/com/comet/opik/OpikApplication.java b/apps/opik-backend/src/main/java/com/comet/opik/OpikApplication.java index 40248059ef..813a43fe84 100644 --- a/apps/opik-backend/src/main/java/com/comet/opik/OpikApplication.java +++ b/apps/opik-backend/src/main/java/com/comet/opik/OpikApplication.java @@ -5,6 +5,7 @@ import com.comet.opik.infrastructure.bundle.LiquibaseBundle; import com.comet.opik.infrastructure.db.DatabaseAnalyticsModule; import com.comet.opik.infrastructure.db.IdGeneratorModule; +import com.comet.opik.infrastructure.db.NameGeneratorModule; import com.comet.opik.infrastructure.redis.RedisModule; import com.comet.opik.utils.JsonBigDecimalDeserializer; import com.fasterxml.jackson.annotation.JsonInclude; @@ -58,7 +59,8 @@ public void initialize(Bootstrap bootstrap) { bootstrap.addBundle(GuiceBundle.builder() .bundles(JdbiBundle.forDatabase((conf, env) -> conf.getDatabase()) .withPlugins(new SqlObjectPlugin(), new Jackson2Plugin())) - .modules(new DatabaseAnalyticsModule(), new IdGeneratorModule(), new AuthModule(), new RedisModule()) + .modules(new DatabaseAnalyticsModule(), new IdGeneratorModule(), new AuthModule(), new RedisModule(), + new NameGeneratorModule()) .enableAutoConfig() .build()); } diff --git a/apps/opik-backend/src/main/java/com/comet/opik/api/Experiment.java b/apps/opik-backend/src/main/java/com/comet/opik/api/Experiment.java index 22319829b4..3a0da66464 100644 --- a/apps/opik-backend/src/main/java/com/comet/opik/api/Experiment.java +++ b/apps/opik-backend/src/main/java/com/comet/opik/api/Experiment.java @@ -21,7 +21,7 @@ public record Experiment( Experiment.View.Public.class, Experiment.View.Write.class}) UUID id, @JsonView({Experiment.View.Public.class, Experiment.View.Write.class}) @NotBlank String datasetName, @JsonView({Experiment.View.Public.class}) @Schema(accessMode = Schema.AccessMode.READ_ONLY) UUID datasetId, - @JsonView({Experiment.View.Public.class, Experiment.View.Write.class}) @NotBlank String name, + @JsonView({Experiment.View.Public.class, Experiment.View.Write.class}) String name, @JsonView({Experiment.View.Public.class, Experiment.View.Write.class}) JsonNode metadata, @JsonView({ Experiment.View.Public.class}) @Schema(accessMode = Schema.AccessMode.READ_ONLY) List feedbackScores, diff --git a/apps/opik-backend/src/main/java/com/comet/opik/domain/ExperimentService.java b/apps/opik-backend/src/main/java/com/comet/opik/domain/ExperimentService.java index 6cb15f7273..6576742993 100644 --- a/apps/opik-backend/src/main/java/com/comet/opik/domain/ExperimentService.java +++ b/apps/opik-backend/src/main/java/com/comet/opik/domain/ExperimentService.java @@ -14,6 +14,7 @@ import lombok.NonNull; import lombok.RequiredArgsConstructor; import lombok.extern.slf4j.Slf4j; +import org.apache.commons.lang3.StringUtils; import reactor.core.publisher.Mono; import reactor.core.scheduler.Schedulers; @@ -31,6 +32,7 @@ public class ExperimentService { private final @NonNull ExperimentDAO experimentDAO; private final @NonNull DatasetService datasetService; private final @NonNull IdGenerator idGenerator; + private final @NonNull NameGenerator nameGenerator; public Mono find( int page, int size, @NonNull ExperimentSearchCriteria experimentSearchCriteria) { @@ -73,34 +75,35 @@ public Mono getById(@NonNull UUID id) { public Mono create(@NonNull Experiment experiment) { var id = experiment.id() == null ? idGenerator.generateId() : experiment.id(); IdGenerator.validateVersion(id, "Experiment"); + var name = StringUtils.getIfBlank(experiment.name(), nameGenerator::generateName); - return getOrCreateDataset(experiment) - .onErrorResume(e -> handleDatasetCreationError(e, experiment).map(Dataset::id)) - .flatMap(datasetId -> create(experiment, id, datasetId)) + return getOrCreateDataset(experiment.datasetName()) + .onErrorResume(e -> handleDatasetCreationError(e, experiment.datasetName()).map(Dataset::id)) + .flatMap(datasetId -> create(experiment, id, name, datasetId)) .onErrorResume(exception -> handleCreateError(exception, id)); } - private Mono getOrCreateDataset(Experiment experiment) { + private Mono getOrCreateDataset(String datasetName) { return Mono.deferContextual(ctx -> { String userName = ctx.get(RequestContext.USER_NAME); String workspaceId = ctx.get(RequestContext.WORKSPACE_ID); - return Mono.fromCallable(() -> datasetService.getOrCreate(workspaceId, experiment.datasetName(), userName)) + return Mono.fromCallable(() -> datasetService.getOrCreate(workspaceId, datasetName, userName)) .subscribeOn(Schedulers.boundedElastic()); }); } - private Mono create(Experiment experiment, UUID id, UUID datasetId) { - var newExperiment = experiment.toBuilder().id(id).datasetId(datasetId).build(); - return experimentDAO.insert(newExperiment).thenReturn(newExperiment); + private Mono create(Experiment experiment, UUID id, String name, UUID datasetId) { + experiment = experiment.toBuilder().id(id).name(name).datasetId(datasetId).build(); + return experimentDAO.insert(experiment).thenReturn(experiment); } - private Mono handleDatasetCreationError(Throwable throwable, Experiment experiment) { + private Mono handleDatasetCreationError(Throwable throwable, String datasetName) { if (throwable instanceof EntityAlreadyExistsException) { return Mono.deferContextual(ctx -> { String workspaceId = ctx.get(RequestContext.WORKSPACE_ID); - return Mono.fromCallable(() -> datasetService.findByName(workspaceId, experiment.datasetName())) + return Mono.fromCallable(() -> datasetService.findByName(workspaceId, datasetName)) .subscribeOn(Schedulers.boundedElastic()); }); } diff --git a/apps/opik-backend/src/main/java/com/comet/opik/domain/NameGenerator.java b/apps/opik-backend/src/main/java/com/comet/opik/domain/NameGenerator.java new file mode 100644 index 0000000000..3f13d31aba --- /dev/null +++ b/apps/opik-backend/src/main/java/com/comet/opik/domain/NameGenerator.java @@ -0,0 +1,28 @@ +package com.comet.opik.domain; + +import lombok.Builder; +import lombok.NonNull; + +import java.security.SecureRandom; +import java.util.List; + +@Builder +public class NameGenerator { + + private final @NonNull SecureRandom secureRandom; + + private final @NonNull List adjectives; + private final @NonNull List nouns; + + public String generateName() { + var adjective = getRandom(adjectives); + var noun = getRandom(nouns); + var number = secureRandom.nextInt(0, 10000); + return "%s_%s_%s".formatted(adjective, noun, number); + } + + private String getRandom(List strings) { + int index = secureRandom.nextInt(0, strings.size()); + return strings.get(index); + } +} diff --git a/apps/opik-backend/src/main/java/com/comet/opik/infrastructure/db/NameGeneratorModule.java b/apps/opik-backend/src/main/java/com/comet/opik/infrastructure/db/NameGeneratorModule.java new file mode 100644 index 0000000000..0fb20de797 --- /dev/null +++ b/apps/opik-backend/src/main/java/com/comet/opik/infrastructure/db/NameGeneratorModule.java @@ -0,0 +1,38 @@ +package com.comet.opik.infrastructure.db; + +import com.comet.opik.domain.NameGenerator; +import com.comet.opik.infrastructure.OpikConfiguration; +import com.comet.opik.utils.JsonUtils; +import com.fasterxml.jackson.core.type.TypeReference; +import com.google.inject.Provides; +import jakarta.inject.Singleton; +import ru.vyarus.dropwizard.guice.module.support.DropwizardAwareModule; + +import java.io.FileNotFoundException; +import java.security.NoSuchAlgorithmException; +import java.security.SecureRandom; +import java.util.List; + +public class NameGeneratorModule extends DropwizardAwareModule { + + private static final TypeReference> STRING_LIST_TYPE_REFERENCE = new TypeReference<>() { + }; + + @Provides + @Singleton + public NameGenerator getNameGenerator() throws FileNotFoundException, NoSuchAlgorithmException { + return NameGenerator.builder() + .secureRandom(SecureRandom.getInstanceStrong()) + .adjectives(getResource("/name-generator/adjectives.json")) + .nouns(getResource("/name-generator/nouns.json")) + .build(); + } + + private List getResource(String path) throws FileNotFoundException { + var inputStream = NameGeneratorModule.class.getResourceAsStream(path); + if (inputStream == null) { + throw new FileNotFoundException("Resource not found in path '%s'".formatted(path)); + } + return JsonUtils.readValue(inputStream, NameGeneratorModule.STRING_LIST_TYPE_REFERENCE); + } +} diff --git a/apps/opik-backend/src/main/java/com/comet/opik/utils/JsonUtils.java b/apps/opik-backend/src/main/java/com/comet/opik/utils/JsonUtils.java index cf36565de7..bb18c6b227 100644 --- a/apps/opik-backend/src/main/java/com/comet/opik/utils/JsonUtils.java +++ b/apps/opik-backend/src/main/java/com/comet/opik/utils/JsonUtils.java @@ -13,6 +13,7 @@ import java.io.ByteArrayOutputStream; import java.io.IOException; +import java.io.InputStream; import java.io.UncheckedIOException; import java.math.BigDecimal; @@ -46,6 +47,14 @@ public T readValue(@NonNull String content, @NonNull TypeReference valueT } } + public T readValue(@NonNull InputStream inputStream, @NonNull TypeReference valueTypeRef) { + try { + return MAPPER.readValue(inputStream, valueTypeRef); + } catch (IOException exception) { + throw new UncheckedIOException(exception); + } + } + public String writeValueAsString(@NonNull Object value) { try { return MAPPER.writeValueAsString(value); diff --git a/apps/opik-backend/src/main/resources/name-generator/adjectives.json b/apps/opik-backend/src/main/resources/name-generator/adjectives.json new file mode 100644 index 0000000000..50f91b09d7 --- /dev/null +++ b/apps/opik-backend/src/main/resources/name-generator/adjectives.json @@ -0,0 +1,987 @@ +[ + "able", + "above", + "absent", + "absolute", + "abstract", + "abundant", + "academic", + "acceptable", + "accepted", + "accessible", + "accurate", + "accused", + "active", + "actual", + "acute", + "added", + "additional", + "adequate", + "adjacent", + "administrative", + "adorable", + "advanced", + "adverse", + "advisory", + "aesthetic", + "aggregate", + "aggressive", + "agreeable", + "agreed", + "agricultural", + "alert", + "alive", + "alleged", + "allied", + "alone", + "alright", + "alternative", + "amateur", + "amazing", + "ambitious", + "amused", + "ancient", + "angry", + "annoyed", + "annual", + "anonymous", + "anxious", + "appalling", + "apparent", + "applicable", + "appropriate", + "arbitrary", + "architectural", + "armed", + "arrogant", + "artificial", + "artistic", + "ashamed", + "asleep", + "assistant", + "associated", + "atomic", + "automatic", + "autonomous", + "available", + "average", + "awake", + "aware", + "back", + "bad", + "balanced", + "bare", + "basic", + "beautiful", + "beneficial", + "better", + "bewildered", + "big", + "binding", + "biological", + "bitter", + "bizarre", + "blank", + "blind", + "blonde", + "blushing", + "boiling", + "bold", + "bored", + "boring", + "bottom", + "brainy", + "brave", + "breakable", + "breezy", + "brief", + "bright", + "brilliant", + "broad", + "broken", + "bumpy", + "burning", + "busy", + "calm", + "capable", + "careful", + "casual", + "causal", + "cautious", + "central", + "certain", + "changing", + "characteristic", + "charming", + "cheerful", + "chemical", + "chief", + "chilly", + "chosen", + "chronic", + "circular", + "civic", + "civil", + "civilian", + "classic", + "classical", + "clean", + "clear", + "clever", + "clinical", + "close", + "closed", + "cloudy", + "clumsy", + "coastal", + "cognitive", + "coherent", + "cold", + "collective", + "colonial", + "colorful", + "colossal", + "coloured", + "colourful", + "combined", + "comfortable", + "coming", + "commercial", + "common", + "compact", + "comparable", + "comparative", + "compatible", + "competent", + "competitive", + "complete", + "complex", + "complicated", + "comprehensive", + "conceptual", + "concerned", + "concrete", + "condemned", + "confident", + "confidential", + "confused", + "conscious", + "conservation", + "considerable", + "consistent", + "constant", + "constitutional", + "contemporary", + "content", + "continental", + "continued", + "continuing", + "continuous", + "controlled", + "controversial", + "convenient", + "conventional", + "convinced", + "convincing", + "cooing", + "cool", + "cooperative", + "corporate", + "correct", + "corresponding", + "costly", + "courageous", + "crazy", + "creative", + "critical", + "crooked", + "crowded", + "crucial", + "curious", + "current", + "daily", + "damp", + "dear", + "decent", + "decisive", + "deep", + "defensive", + "defiant", + "definite", + "deliberate", + "delicate", + "delicious", + "delighted", + "delightful", + "detailed", + "determined", + "developed", + "developing", + "devoted", + "different", + "difficult", + "digital", + "diplomatic", + "direct", + "disappointed", + "disastrous", + "disciplinary", + "distant", + "distinct", + "distinctive", + "distinguished", + "diverse", + "divine", + "dizzy", + "double", + "doubtful", + "dramatic", + "driving", + "dry", + "dual", + "due", + "dull", + "dusty", + "dutch", + "dynamic", + "eager", + "early", + "easy", + "economic", + "educational", + "eerie", + "effective", + "efficient", + "elaborate", + "elated", + "electric", + "electrical", + "electronic", + "elegant", + "eligible", + "embarrassed", + "embarrassing", + "emotional", + "empirical", + "empty", + "enchanting", + "encouraging", + "endless", + "energetic", + "enormous", + "enthusiastic", + "entire", + "entitled", + "envious", + "environmental", + "equal", + "equivalent", + "essential", + "established", + "estimated", + "ethical", + "eventual", + "everyday", + "evident", + "evolutionary", + "exact", + "excellent", + "exceptional", + "excess", + "excessive", + "excited", + "exciting", + "exclusive", + "existing", + "expected", + "expensive", + "experienced", + "experimental", + "explicit", + "extended", + "extensive", + "external", + "extra", + "extraordinary", + "extreme", + "exuberant", + "faint", + "faithful", + "familiar", + "famous", + "fancy", + "fantastic", + "far", + "fascinating", + "fashionable", + "fast", + "favourable", + "favourite", + "federal", + "fellow", + "few", + "fierce", + "final", + "financial", + "fine", + "firm", + "fiscal", + "fixed", + "flaky", + "flat", + "flexible", + "fluffy", + "fluttering", + "flying", + "following", + "fond", + "formal", + "formidable", + "forthcoming", + "fortunate", + "forward", + "frantic", + "free", + "frequent", + "fresh", + "friendly", + "frightened", + "front", + "frozen", + "full", + "fun", + "functional", + "fundamental", + "funny", + "furious", + "future", + "fuzzy", + "general", + "generous", + "genetic", + "gentle", + "genuine", + "geographical", + "giant", + "gigantic", + "given", + "glad", + "glamorous", + "gleaming", + "global", + "glorious", + "golden", + "good", + "gorgeous", + "gothic", + "governing", + "graceful", + "gradual", + "grand", + "grateful", + "greasy", + "great", + "grim", + "growing", + "grubby", + "grumpy", + "happy", + "harsh", + "head", + "healthy", + "heavy", + "helpful", + "helpless", + "hidden", + "hilarious", + "hissing", + "historic", + "historical", + "hollow", + "holy", + "honest", + "horizontal", + "huge", + "human", + "hungry", + "hurt", + "hushed", + "icy", + "ideal", + "identical", + "ideological", + "ill", + "imaginative", + "immediate", + "immense", + "imperial", + "implicit", + "important", + "impossible", + "impressed", + "impressive", + "improved", + "inclined", + "increased", + "increasing", + "incredible", + "independent", + "indirect", + "individual", + "industrial", + "inevitable", + "influential", + "informal", + "inherent", + "initial", + "injured", + "inland", + "inner", + "innocent", + "innovative", + "inquisitive", + "instant", + "institutional", + "intact", + "integral", + "integrated", + "intellectual", + "intelligent", + "intense", + "intensive", + "interested", + "interesting", + "interim", + "interior", + "intermediate", + "internal", + "international", + "invisible", + "involved", + "irrelevant", + "isolated", + "itchy", + "jittery", + "joint", + "jolly", + "joyous", + "judicial", + "just", + "keen", + "key", + "kind", + "known", + "labour", + "large", + "late", + "lazy", + "leading", + "left", + "legal", + "legislative", + "legitimate", + "lengthy", + "level", + "lexical", + "light", + "like", + "likely", + "limited", + "linear", + "linguistic", + "liquid", + "literary", + "little", + "live", + "lively", + "living", + "local", + "logical", + "lonely", + "long", + "loose", + "lost", + "loud", + "lovely", + "loyal", + "ltd", + "lucky", + "magic", + "magnetic", + "magnificent", + "main", + "major", + "mammoth", + "managerial", + "managing", + "manual", + "many", + "marine", + "marked", + "marvellous", + "massive", + "mathematical", + "maximum", + "mean", + "meaningful", + "mechanical", + "medical", + "medieval", + "melodic", + "melted", + "mighty", + "mild", + "miniature", + "minimal", + "minimum", + "misty", + "mobile", + "modern", + "modest", + "molecular", + "monetary", + "monthly", + "moral", + "motionless", + "muddy", + "multiple", + "mushy", + "musical", + "mute", + "mutual", + "mysterious", + "narrow", + "national", + "native", + "natural", + "naval", + "near", + "nearby", + "neat", + "necessary", + "neighbouring", + "nervous", + "net", + "neutral", + "new", + "nice", + "noble", + "noisy", + "normal", + "northern", + "nosy", + "notable", + "novel", + "numerous", + "nursing", + "nutritious", + "objective", + "obliged", + "obnoxious", + "obvious", + "occasional", + "occupational", + "odd", + "official", + "ok", + "okay", + "olympic", + "only", + "open", + "operational", + "opposite", + "optimistic", + "ordinary", + "organic", + "organisational", + "original", + "other", + "outdoor", + "outer", + "outrageous", + "outside", + "outstanding", + "overall", + "overseas", + "overwhelming", + "panicky", + "parallel", + "parental", + "parliamentary", + "partial", + "particular", + "passing", + "passive", + "past", + "patient", + "payable", + "peaceful", + "peculiar", + "perfect", + "permanent", + "persistent", + "personal", + "petite", + "philosophical", + "physical", + "plain", + "planned", + "plastic", + "pleasant", + "pleased", + "poised", + "polite", + "popular", + "positive", + "possible", + "potential", + "powerful", + "practical", + "precious", + "precise", + "preferred", + "preliminary", + "premier", + "prepared", + "present", + "presidential", + "previous", + "prickly", + "primary", + "prime", + "principal", + "printed", + "prior", + "probable", + "productive", + "professional", + "profitable", + "profound", + "prominent", + "promising", + "proper", + "proposed", + "prospective", + "protective", + "provincial", + "public", + "puzzled", + "quaint", + "qualified", + "quick", + "quickest", + "quiet", + "rainy", + "random", + "rapid", + "rare", + "raspy", + "rational", + "ready", + "real", + "realistic", + "rear", + "reasonable", + "recent", + "reduced", + "redundant", + "regional", + "registered", + "regular", + "regulatory", + "related", + "relative", + "relaxed", + "relevant", + "reliable", + "relieved", + "reluctant", + "remaining", + "remarkable", + "remote", + "renewed", + "representative", + "required", + "resident", + "residential", + "resonant", + "respectable", + "respective", + "responsible", + "resulting", + "retail", + "right", + "rising", + "robust", + "rolling", + "round", + "royal", + "rubber", + "running", + "safe", + "salty", + "scared", + "scattered", + "scientific", + "secondary", + "secret", + "secure", + "select", + "selected", + "selective", + "semantic", + "sensible", + "sensitive", + "separate", + "serious", + "severe", + "shaky", + "shallow", + "shared", + "sharp", + "sheer", + "shiny", + "shivering", + "shocked", + "short", + "shy", + "significant", + "silent", + "silky", + "silly", + "similar", + "simple", + "single", + "skilled", + "sleepy", + "slight", + "slim", + "slimy", + "slippery", + "slow", + "small", + "smart", + "smiling", + "smoggy", + "smooth", + "social", + "soft", + "solar", + "sole", + "solid", + "sophisticated", + "sore", + "sorry", + "sound", + "sour", + "spare", + "sparkling", + "spatial", + "special", + "specific", + "specified", + "spectacular", + "spicy", + "spiritual", + "splendid", + "spontaneous", + "sporting", + "spotless", + "spotty", + "square", + "stable", + "stale", + "standard", + "static", + "statistical", + "statutory", + "steady", + "steep", + "sticky", + "stiff", + "still", + "stingy", + "stormy", + "straight", + "straightforward", + "strange", + "strategic", + "strict", + "striking", + "striped", + "strong", + "structural", + "stuck", + "subjective", + "subsequent", + "substantial", + "subtle", + "successful", + "successive", + "sudden", + "sufficient", + "suitable", + "sunny", + "super", + "superb", + "superior", + "supporting", + "supposed", + "supreme", + "sure", + "surprised", + "surprising", + "surrounding", + "surviving", + "suspicious", + "sweet", + "swift", + "symbolic", + "sympathetic", + "systematic", + "tall", + "tame", + "tart", + "technical", + "technological", + "temporary", + "tender", + "tense", + "territorial", + "theoretical", + "thirsty", + "thorough", + "thoughtful", + "thoughtless", + "thundering", + "tight", + "tired", + "top", + "total", + "tough", + "tragic", + "tremendous", + "tricky", + "tropical", + "typical", + "ultimate", + "uncertain", + "unchanged", + "uncomfortable", + "unconscious", + "underground", + "underlying", + "uneven", + "unexpected", + "uniform", + "uninterested", + "unique", + "united", + "universal", + "unknown", + "unlikely", + "unnecessary", + "unusual", + "unwilling", + "upset", + "urgent", + "useful", + "usual", + "vague", + "valid", + "valuable", + "variable", + "varied", + "various", + "varying", + "vast", + "verbal", + "vertical", + "very", + "victorious", + "visible", + "visiting", + "visual", + "vital", + "vocational", + "voluntary", + "wandering", + "warm", + "wasteful", + "watery", + "weekly", + "welcome", + "well", + "wet", + "whispering", + "whole", + "widespread", + "wild", + "willing", + "wise", + "witty", + "wonderful", + "wooden", + "working", + "worldwide", + "worried", + "worrying", + "worthwhile", + "worthy", + "written", + "wrong", + "yummy", + "zany", + "zealous", + "amaranth", + "amber", + "amethyst", + "apricot", + "aqua", + "aquamarine", + "azure", + "beige", + "black", + "blue", + "blush", + "bronze", + "brown", + "chocolate", + "coffee", + "copper", + "coral", + "crimson", + "cyan", + "emerald", + "fuchsia", + "gold", + "gray", + "green", + "indigo", + "ivory", + "jade", + "lavender", + "lime", + "magenta", + "maroon", + "moccasin", + "olive", + "orange", + "peach", + "pink", + "plum", + "purple", + "red", + "rose", + "salmon", + "sapphire", + "scarlet", + "silver", + "tan", + "teal", + "tomato", + "turquoise", + "violet", + "white", + "yellow" +] diff --git a/apps/opik-backend/src/main/resources/name-generator/nouns.json b/apps/opik-backend/src/main/resources/name-generator/nouns.json new file mode 100644 index 0000000000..e79e24d9aa --- /dev/null +++ b/apps/opik-backend/src/main/resources/name-generator/nouns.json @@ -0,0 +1,1158 @@ +[ + "aardvark", + "aardwolf", + "albatross", + "alligator", + "alpaca", + "amphibian", + "anaconda", + "angelfish", + "anglerfish", + "ant", + "anteater", + "antelope", + "antlion", + "ape", + "aphid", + "armadillo", + "asp", + "baboon", + "badger", + "bandicoot", + "barnacle", + "barracuda", + "basilisk", + "bass", + "bat", + "bear", + "beaver", + "bedbug", + "bee", + "beetle", + "bird", + "bison", + "blackbird", + "boa", + "boar", + "bobcat", + "bobolink", + "bonobo", + "booby", + "bovid", + "bug", + "butterfly", + "buzzard", + "camel", + "canid", + "canidae", + "capybara", + "cardinal", + "caribou", + "carp", + "cat", + "caterpillar", + "catfish", + "catshark", + "cattle", + "centipede", + "cephalopod", + "chameleon", + "cheetah", + "chickadee", + "chicken", + "chimpanzee", + "chinchilla", + "chipmunk", + "cicada", + "clam", + "clownfish", + "cobra", + "cockroach", + "cod", + "condor", + "constrictor", + "coral", + "cougar", + "cow", + "coyote", + "crab", + "crane", + "crawdad", + "crayfish", + "cricket", + "crocodile", + "crow", + "cuckoo", + "damselfly", + "deer", + "dingo", + "dinosaur", + "dog", + "dolphin", + "donkey", + "dormouse", + "dove", + "dragon", + "dragonfly", + "duck", + "eagle", + "earthworm", + "earwig", + "echidna", + "eel", + "egret", + "elephant", + "elk", + "emu", + "ermine", + "falcon", + "felidae", + "ferret", + "finch", + "firefly", + "fish", + "flamingo", + "flea", + "fly", + "flyingfish", + "fowl", + "fox", + "frog", + "galliform", + "gamefowl", + "gayal", + "gazelle", + "gecko", + "gerbil", + "gibbon", + "giraffe", + "goat", + "goldfish", + "goose", + "gopher", + "gorilla", + "grasshopper", + "grouse", + "guan", + "guanaco", + "guineafowl", + "gull", + "guppy", + "haddock", + "halibut", + "hamster", + "hare", + "harrier", + "hawk", + "hedgehog", + "heron", + "herring", + "hippopotamus", + "hookworm", + "hornet", + "horse", + "hoverfly", + "hummingbird", + "hyena", + "iguana", + "impala", + "jackal", + "jaguar", + "jay", + "jellyfish", + "junglefowl", + "kangaroo", + "kingfisher", + "kite", + "kiwi", + "koala", + "koi", + "krill", + "ladybug", + "lamprey", + "landfowl", + "lark", + "leech", + "lemming", + "lemur", + "leopard", + "leopon", + "limpet", + "lion", + "lizard", + "llama", + "lobster", + "locust", + "loon", + "louse", + "lungfish", + "lynx", + "macaw", + "mackerel", + "magpie", + "mammal", + "manatee", + "mandrill", + "marlin", + "marmoset", + "marmot", + "marsupial", + "marten", + "mastodon", + "meadowlark", + "meerkat", + "mink", + "minnow", + "mite", + "mockingbird", + "mole", + "mollusk", + "mongoose", + "monkey", + "moose", + "mosquito", + "moth", + "mouse", + "mule", + "muskox", + "narwhal", + "newt", + "nightingale", + "ocelot", + "octopus", + "opossum", + "orangutan", + "orca", + "ostrich", + "otter", + "owl", + "ox", + "panda", + "panther", + "parakeet", + "parrot", + "parrotfish", + "partridge", + "peacock", + "peafowl", + "pelican", + "penguin", + "perch", + "pheasant", + "pig", + "pigeon", + "pike", + "pinniped", + "piranha", + "planarian", + "platypus", + "pony", + "porcupine", + "porpoise", + "possum", + "prawn", + "primate", + "ptarmigan", + "puffin", + "puma", + "python", + "quail", + "quelea", + "quokka", + "rabbit", + "raccoon", + "rat", + "rattlesnake", + "raven", + "reindeer", + "reptile", + "rhinoceros", + "roadrunner", + "rodent", + "rook", + "rooster", + "roundworm", + "sailfish", + "salamander", + "salmon", + "sawfish", + "scallop", + "scorpion", + "seahorse", + "shark", + "sheep", + "shrew", + "shrimp", + "silkworm", + "silverfish", + "skink", + "skunk", + "sloth", + "slug", + "smelt", + "snail", + "snake", + "snipe", + "sole", + "sparrow", + "spider", + "spoonbill", + "squid", + "squirrel", + "starfish", + "stingray", + "stoat", + "stork", + "sturgeon", + "swallow", + "swan", + "swift", + "swordfish", + "swordtail", + "tahr", + "takin", + "tapir", + "tarantula", + "tarsier", + "termite", + "tern", + "thrush", + "tick", + "tiger", + "tiglon", + "toad", + "tortoise", + "toucan", + "trout", + "tuna", + "turkey", + "turtle", + "tyrannosaurus", + "unicorn", + "urial", + "vicuna", + "viper", + "vole", + "vulture", + "wallaby", + "walrus", + "warbler", + "wasp", + "weasel", + "whale", + "whippet", + "whitefish", + "wildcat", + "wildebeest", + "wildfowl", + "wolf", + "wolverine", + "wombat", + "woodpecker", + "worm", + "wren", + "xerinae", + "yak", + "zebra", + "apple", + "apricot", + "avocado", + "banana", + "bilberry", + "blackberry", + "blackcurrant", + "blueberry", + "boysenberry", + "currant", + "cherry", + "cherimoya", + "cloudberry", + "coconut", + "cranberry", + "cucumber", + "damson", + "date", + "dragonfruit", + "durian", + "elderberry", + "feijoa", + "fig", + "gooseberry", + "grape", + "raisin", + "grapefruit", + "guava", + "honeyberry", + "huckleberry", + "jabuticaba", + "jackfruit", + "jambul", + "jujube", + "kiwano", + "kiwifruit", + "kumquat", + "lemon", + "lime", + "loquat", + "longan", + "lychee", + "mango", + "mangosteen", + "marionberry", + "melon", + "cantaloupe", + "honeydew", + "watermelon", + "mulberry", + "nectarine", + "nance", + "olive", + "orange", + "clementine", + "mandarine", + "tangerine", + "papaya", + "passionfruit", + "peach", + "pear", + "persimmon", + "physalis", + "plantain", + "plum", + "prune", + "pineapple", + "plumcot", + "pomegranate", + "pomelo", + "quince", + "raspberry", + "salmonberry", + "rambutan", + "redcurrant", + "salak", + "satsuma", + "soursop", + "strawberry", + "tamarillo", + "tamarind", + "yuzu", + "abbey", + "airport", + "arch", + "arena", + "armory", + "bakery", + "bank", + "barn", + "barracks", + "bridge", + "bunker", + "cabana", + "cafe", + "capitol", + "cathedral", + "chalet", + "chapel", + "chateau", + "church", + "cinema", + "cottage", + "crypt", + "depot", + "dome", + "dormitory", + "duplex", + "embassy", + "factory", + "fort", + "fortress", + "foundry", + "gallery", + "garage", + "gazebo", + "hall", + "hangar", + "hospital", + "hostel", + "hotel", + "jail", + "kiosk", + "laboratory", + "library", + "lighthouse", + "lodge", + "mall", + "manor", + "marina", + "market", + "mill", + "monastery", + "monument", + "mosque", + "motel", + "museum", + "observatory", + "pagoda", + "palace", + "pavilion", + "plant", + "prison", + "rectory", + "refinery", + "restaurant", + "school", + "shed", + "shrine", + "silo", + "skyscraper", + "spire", + "stable", + "stadium", + "station", + "store", + "temple", + "terminal", + "theater", + "tower", + "triplex", + "university", + "vault", + "amberjack", + "anchovy", + "angler", + "ayu", + "barbel", + "barracuda", + "bass", + "betta", + "blowfish", + "bocaccio", + "burbot", + "carp", + "cobbler", + "cod", + "eel", + "flounder", + "grouper", + "haddock", + "halibut", + "herring", + "mackerel", + "marlin", + "mullet", + "perch", + "pollock", + "salmon", + "sardine", + "scallop", + "shark", + "snapper", + "sole", + "tilapia", + "trout", + "tuna", + "acorn", + "alfalfa", + "bamboo", + "bark", + "bean", + "berry", + "blade", + "brush", + "bud", + "bulb", + "bush", + "cactus", + "clover", + "cork", + "corolla", + "fern", + "flora", + "flower", + "forest", + "fruit", + "garden", + "grain", + "grass", + "grove", + "herb", + "ivy", + "jungle", + "juniper", + "kelp", + "kudzu", + "leaf", + "lily", + "moss", + "nectar", + "nut", + "palm", + "petal", + "pollen", + "resin", + "root", + "sage", + "sap", + "seed", + "shrub", + "spore", + "stalk", + "spine", + "sprout", + "stem", + "thorn", + "tree", + "trunk", + "twig", + "vine", + "weed", + "wood", + "aroma", + "bagel", + "batter", + "beans", + "beer", + "biscuit", + "bread", + "broth", + "burger", + "butter", + "cake", + "candy", + "caramel", + "caviar", + "cheese", + "chili", + "chocolate", + "cider", + "cocoa", + "coffee", + "cookie", + "cream", + "croissant", + "crumble", + "cuisine", + "curd", + "dessert", + "dish", + "drink", + "eggs", + "entree", + "filet", + "fish", + "flour", + "food", + "glaze", + "grill", + "hamburger", + "ice", + "juice", + "ketchup", + "kitchen", + "lard", + "margarine", + "marinade", + "mayo", + "mayonnaise", + "meat", + "milk", + "mousse", + "muffin", + "mushroom", + "noodle", + "nut", + "oil", + "olive", + "omelette", + "pan", + "pasta", + "paste", + "pastry", + "pie", + "pizza", + "plate", + "pot", + "poutine", + "pudding", + "raclette", + "recipe", + "rice", + "salad", + "salsa", + "sandwich", + "sauce", + "seasoning", + "skillet", + "soda", + "soup", + "soy", + "spice", + "steak", + "stew", + "syrup", + "tartar", + "taste", + "tea", + "toast", + "vinegar", + "waffle", + "water", + "wheat", + "wine", + "wok", + "yeast", + "yogurt", + "account", + "accrual", + "actuary", + "annuity", + "appreciation", + "asset", + "auditor", + "balance", + "basis", + "bond", + "book", + "budget", + "buyout", + "callable", + "capital", + "cash", + "change", + "collateral", + "contingency", + "contract", + "cost", + "cycle", + "debt", + "dividend", + "expenditure", + "expense", + "flow", + "gain", + "interest", + "inventory", + "lease", + "ledger", + "liability", + "loan", + "paper", + "plan", + "price", + "report", + "shares", + "statement", + "stock", + "trust", + "arcade", + "arch", + "archway", + "balcony", + "baluster", + "balustrade", + "belvedere", + "brace", + "bracket", + "colonnade", + "column", + "cornice", + "courtyard", + "cupola", + "facade", + "frieze", + "gallerie", + "molding", + "panel", + "parapet", + "patio", + "pavilion", + "pediment", + "pergola", + "pilaster", + "portico", + "projection", + "roundel", + "setback", + "spire", + "terrace", + "tower", + "truss", + "turret", + "veranda", + "brightness", + "conduction", + "convection", + "core", + "density", + "dust", + "electron", + "energy", + "envelope", + "flux", + "fusion", + "gravity", + "hadron", + "halo", + "lepton", + "luminosity", + "magnitude", + "neutrino", + "neutron", + "nucleus", + "omega", + "opacity", + "parallax", + "photometry", + "photon", + "proton", + "pulsar", + "quasar", + "radian", + "radius", + "redshift", + "relativity", + "singularity", + "supernova", + "cabriolet", + "car", + "convertible", + "coupe", + "dragster", + "hatchback", + "hearse", + "hotrod", + "humvee", + "hybrid", + "jeep", + "landaulet", + "limo", + "limousine", + "minivan", + "roadster", + "sedan", + "subcompact", + "suv", + "taxi", + "truck", + "van", + "wagon", + "acre", + "adapter", + "adhesive", + "aerator", + "aggregate", + "airway", + "ampere", + "apron", + "arbor", + "asphalt", + "balustrade", + "beam", + "berm", + "bevel", + "biscuit", + "blend", + "board", + "bow", + "bracket", + "brad", + "breezeway", + "buck", + "bulldozer", + "burl", + "cabinet", + "cap", + "casing", + "caulk", + "cellulose", + "cement", + "centerline", + "chamfer", + "circuit", + "clearance", + "column", + "concrete", + "condensation", + "conduit", + "core", + "cornice", + "course", + "cricket", + "damper", + "darby", + "datum", + "detail", + "dowel", + "drip", + "drywall", + "easement", + "eaves", + "elbow", + "enamel", + "fall", + "fascia", + "faucet", + "filler", + "firestop", + "fitting", + "fixture", + "flagstone", + "flashing", + "flitch", + "flue", + "footing", + "frame", + "fuse", + "gable", + "gauge", + "girder", + "glazing", + "gloss", + "grade", + "grain", + "granite", + "gravel", + "groove", + "grout", + "gum", + "gusset", + "hearth", + "heel", + "hip", + "inlay", + "insulation", + "jamb", + "jig", + "jigsaw", + "joint", + "joist", + "kerf", + "knot", + "lacquer", + "laminate", + "landing", + "lath", + "layout", + "level", + "light", + "limestone", + "lintel", + "louver", + "lumber", + "lumen", + "mantel", + "marble", + "mason", + "mastic", + "miter", + "molding", + "mullion", + "muntin", + "nailer", + "newel", + "nosing", + "notch", + "offset", + "paint", + "panel", + "partition", + "patio", + "pedestal", + "penny", + "pergola", + "pier", + "pigment", + "pilaster", + "piles", + "pitch", + "plank", + "plaster", + "plate", + "ply", + "plywood", + "porch", + "post", + "preservative", + "primer", + "pumice", + "purlin", + "putty", + "radial", + "radon", + "rafter", + "rake", + "rasp", + "ravvet", + "resin", + "reveal", + "ribbon", + "ridge", + "rise", + "riser", + "roof", + "rosin", + "rout", + "router", + "rubble", + "run", + "runoff", + "saddle", + "sanding", + "sandstone", + "sap", + "sapwood", + "sash", + "scaffold", + "scarfing", + "screed", + "sealer", + "section", + "setback", + "shim", + "siding", + "sill", + "slab", + "slate", + "sleeper", + "slope", + "soil", + "soldier", + "solvent", + "span", + "spline", + "square", + "stain", + "story", + "strata", + "stucco", + "stud", + "subdivision", + "subfloor", + "sump", + "survey", + "swale", + "taper", + "taping", + "template", + "thinner", + "threshold", + "tint", + "title", + "tongue", + "transom", + "trap", + "tread", + "trellis", + "trim", + "truss", + "turpentine", + "valance", + "valley", + "canity", + "varnish", + "vehicle", + "veneer", + "volt", + "warp", + "watt", + "wattage", + "wax", + "banquette", + "bench", + "chair", + "chaise", + "couch", + "futon", + "loveseat", + "ottoman", + "pouf", + "sectional", + "settee", + "sofa", + "stool", + "altitude", + "archipelago", + "area", + "atlas", + "atoll", + "azimuth", + "bay", + "border", + "butte", + "canal", + "canyon", + "cape", + "capital", + "cave", + "channel", + "chart", + "city", + "cliff", + "compass", + "continent", + "contour", + "country", + "cove", + "degree", + "delta", + "desert", + "dune", + "east", + "elevation", + "equator", + "estuary", + "fjord", + "geyser", + "glacier", + "globe", + "gulf", + "hill", + "island", + "key", + "lagoon", + "lake", + "land", + "landform", + "latitude", + "legend", + "longitude", + "map", + "marsh", + "meridian", + "mesa", + "mountain", + "nation", + "north", + "oasis", + "ocean", + "parallel", + "peak", + "peninsula", + "plain", + "plateau", + "pole", + "pond", + "prairie", + "projection", + "range", + "reef", + "region", + "reservoir", + "river", + "scale", + "sea", + "sound", + "source", + "south", + "strait", + "swamp", + "tributary", + "tropics", + "tundra", + "valley", + "volcano", + "waterfall", + "west", + "wetland", + "world" +] diff --git a/apps/opik-backend/src/test/java/com/comet/opik/api/resources/v1/priv/ExperimentsResourceTest.java b/apps/opik-backend/src/test/java/com/comet/opik/api/resources/v1/priv/ExperimentsResourceTest.java index 2beeb2df2b..3b4e852e8b 100644 --- a/apps/opik-backend/src/test/java/com/comet/opik/api/resources/v1/priv/ExperimentsResourceTest.java +++ b/apps/opik-backend/src/test/java/com/comet/opik/api/resources/v1/priv/ExperimentsResourceTest.java @@ -30,6 +30,7 @@ import jakarta.ws.rs.client.Entity; import jakarta.ws.rs.core.HttpHeaders; import org.apache.commons.lang3.RandomStringUtils; +import org.apache.commons.lang3.StringUtils; import org.assertj.core.api.recursive.comparison.RecursiveComparisonConfiguration; import org.jdbi.v3.core.Jdbi; import org.jetbrains.annotations.NotNull; @@ -44,6 +45,8 @@ import org.junit.jupiter.params.ParameterizedTest; import org.junit.jupiter.params.provider.Arguments; import org.junit.jupiter.params.provider.MethodSource; +import org.junit.jupiter.params.provider.NullAndEmptySource; +import org.junit.jupiter.params.provider.ValueSource; import org.testcontainers.containers.ClickHouseContainer; import org.testcontainers.containers.MySQLContainer; import org.testcontainers.junit.jupiter.Testcontainers; @@ -90,7 +93,7 @@ class ExperimentsResourceTest { private static final String API_KEY = UUID.randomUUID().toString(); private static final String[] EXPERIMENT_IGNORED_FIELDS = new String[]{ - "id", "datasetId", "feedbackScores", "traceCount", "createdAt", "lastUpdatedAt", "createdBy", + "id", "datasetId", "name", "feedbackScores", "traceCount", "createdAt", "lastUpdatedAt", "createdBy", "lastUpdatedBy"}; public static final String[] IGNORED_FIELDS = {"input", "output", "feedbackScores", "createdAt", "lastUpdatedAt", "createdBy", "lastUpdatedBy"}; @@ -1246,11 +1249,14 @@ void createAndGetFeedbackAvg() { .isEqualTo(expectedScores); } - @Test - void createWithoutOptionalFieldsAndGet() { + @ParameterizedTest + @NullAndEmptySource + @ValueSource(strings = {" "}) + void createWithoutOptionalFieldsAndGet(String name) { var expectedExperiment = podamFactory.manufacturePojo(Experiment.class) .toBuilder() .id(null) + .name(name) .metadata(null) .build(); var expectedId = createAndAssert(expectedExperiment, API_KEY, TEST_WORKSPACE); @@ -1592,6 +1598,11 @@ private void assertIgnoredFields( } else { assertThat(actualExperiment.datasetId()).isNotNull(); } + if (StringUtils.isNotBlank(expectedExperiment.name())) { + assertThat(actualExperiment.name()).isEqualTo(expectedExperiment.name()); + } else { + assertThat(actualExperiment.name()).matches("[a-zA-Z]+_[a-zA-Z]+_\\d+"); + } assertThat(actualExperiment.traceCount()).isNotNull(); assertThat(actualExperiment.createdAt()).isAfter(expectedExperiment.createdAt()); From b99f7d1119b3b6e6bda8cbf75dcf1777a7628fef Mon Sep 17 00:00:00 2001 From: "andrii.dudar" Date: Wed, 18 Sep 2024 12:31:27 +0200 Subject: [PATCH 12/19] [OPIK-24] [UX improvements] Delete button in Actions menu when selecting multiple traces (#274) --- ...> useExperimentItemBatchDeleteMutation.ts} | 8 +-- .../api/traces/useTraceBatchDeleteMutation.ts | 52 +++++++++++++++++++ .../CompareExperimentsViewer.tsx | 43 ++++++++------- .../pages/TracesPage/TracesActionsButton.tsx | 50 +++++++++++++++--- .../pages/TracesPage/TracesPage.tsx | 6 ++- .../src/components/shared/NoData/NoData.tsx | 10 +++- 6 files changed, 138 insertions(+), 31 deletions(-) rename apps/opik-frontend/src/api/datasets/{useExperimentItemDeleteMutation.ts => useExperimentItemBatchDeleteMutation.ts} (80%) create mode 100644 apps/opik-frontend/src/api/traces/useTraceBatchDeleteMutation.ts diff --git a/apps/opik-frontend/src/api/datasets/useExperimentItemDeleteMutation.ts b/apps/opik-frontend/src/api/datasets/useExperimentItemBatchDeleteMutation.ts similarity index 80% rename from apps/opik-frontend/src/api/datasets/useExperimentItemDeleteMutation.ts rename to apps/opik-frontend/src/api/datasets/useExperimentItemBatchDeleteMutation.ts index 005707999c..ba74cea255 100644 --- a/apps/opik-frontend/src/api/datasets/useExperimentItemDeleteMutation.ts +++ b/apps/opik-frontend/src/api/datasets/useExperimentItemBatchDeleteMutation.ts @@ -3,16 +3,16 @@ import get from "lodash/get"; import { useToast } from "@/components/ui/use-toast"; import api, { EXPERIMENTS_REST_ENDPOINT } from "@/api/api"; -type UseExperimentItemDeleteMutationParams = { +type UseExperimentItemBatchDeleteMutationParams = { ids: string[]; }; -const useExperimentItemDeleteMutation = () => { +const useExperimentItemBatchDeleteMutation = () => { const queryClient = useQueryClient(); const { toast } = useToast(); return useMutation({ - mutationFn: async ({ ids }: UseExperimentItemDeleteMutationParams) => { + mutationFn: async ({ ids }: UseExperimentItemBatchDeleteMutationParams) => { const { data } = await api.post( `${EXPERIMENTS_REST_ENDPOINT}items/delete`, { @@ -44,4 +44,4 @@ const useExperimentItemDeleteMutation = () => { }); }; -export default useExperimentItemDeleteMutation; +export default useExperimentItemBatchDeleteMutation; diff --git a/apps/opik-frontend/src/api/traces/useTraceBatchDeleteMutation.ts b/apps/opik-frontend/src/api/traces/useTraceBatchDeleteMutation.ts new file mode 100644 index 0000000000..931f1fd42a --- /dev/null +++ b/apps/opik-frontend/src/api/traces/useTraceBatchDeleteMutation.ts @@ -0,0 +1,52 @@ +import { useMutation, useQueryClient } from "@tanstack/react-query"; +import get from "lodash/get"; +import { useToast } from "@/components/ui/use-toast"; +import api, { TRACES_REST_ENDPOINT } from "@/api/api"; + +type UseTraceBatchDeleteMutationParams = { + ids: string[]; + projectId: string; +}; + +const useTracesBatchDeleteMutation = () => { + const queryClient = useQueryClient(); + const { toast } = useToast(); + + return useMutation({ + mutationFn: async ({ ids }: UseTraceBatchDeleteMutationParams) => { + const { data } = await api.post(`${TRACES_REST_ENDPOINT}delete`, { + ids: ids, + }); + return data; + }, + onError: (error) => { + const message = get( + error, + ["response", "data", "message"], + error.message, + ); + + toast({ + title: "Error", + description: message, + variant: "destructive", + }); + }, + onSettled: (data, error, variables) => { + queryClient.invalidateQueries({ + queryKey: ["spans", { projectId: variables.projectId }], + }); + queryClient.invalidateQueries({ queryKey: ["compare-experiments"] }); + queryClient.invalidateQueries({ + queryKey: [ + "traces", + { + projectId: variables.projectId, + }, + ], + }); + }, + }); +}; + +export default useTracesBatchDeleteMutation; diff --git a/apps/opik-frontend/src/components/pages/CompareExperimentsPage/CompareExperimentsPanel/CompareExperimentsViewer.tsx b/apps/opik-frontend/src/components/pages/CompareExperimentsPage/CompareExperimentsPanel/CompareExperimentsViewer.tsx index ba257a2c3c..0ae22dc926 100644 --- a/apps/opik-frontend/src/components/pages/CompareExperimentsPage/CompareExperimentsPanel/CompareExperimentsViewer.tsx +++ b/apps/opik-frontend/src/components/pages/CompareExperimentsPage/CompareExperimentsPanel/CompareExperimentsViewer.tsx @@ -22,6 +22,7 @@ type CompareExperimentsViewerProps = { const CompareExperimentsViewer: React.FunctionComponent< CompareExperimentsViewerProps > = ({ experimentItem, openTrace }) => { + const isTraceExist = traceExist(experimentItem); const experimentId = experimentItem.experiment_id; const { data } = useExperimentById( { @@ -47,11 +48,12 @@ const CompareExperimentsViewer: React.FunctionComponent< }; const renderContent = () => { - if (!traceExist(experimentItem)) { + if (!isTraceExist) { return ( ); } @@ -64,28 +66,33 @@ const CompareExperimentsViewer: React.FunctionComponent< }; return ( -

+

Output: {name}

 - - - -
-
- + {isTraceExist && ( + + + + )}
+ {isTraceExist && ( +
+ +
+ )} + {renderContent()}
); diff --git a/apps/opik-frontend/src/components/pages/TracesPage/TracesActionsButton.tsx b/apps/opik-frontend/src/components/pages/TracesPage/TracesActionsButton.tsx index 0c43ed51d7..08f4948f5e 100644 --- a/apps/opik-frontend/src/components/pages/TracesPage/TracesActionsButton.tsx +++ b/apps/opik-frontend/src/components/pages/TracesPage/TracesActionsButton.tsx @@ -1,4 +1,6 @@ -import React, { useRef, useState } from "react"; +import React, { useCallback, useRef, useState } from "react"; +import { Database, Trash } from "lucide-react"; + import { DropdownMenu, DropdownMenuContent, @@ -7,26 +9,49 @@ import { } from "@/components/ui/dropdown-menu"; import { Button } from "@/components/ui/button"; import { Span, Trace } from "@/types/traces"; +import { TRACE_DATA_TYPE } from "@/hooks/useTracesOrSpansList"; import AddToDatasetDialog from "@/components/pages/TracesPage/AddToDataset/AddToDatasetDialog"; -import { Database } from "lucide-react"; +import ConfirmDialog from "@/components/shared/ConfirmDialog/ConfirmDialog"; +import useTracesBatchDeleteMutation from "@/api/traces/useTraceBatchDeleteMutation"; type TracesActionsButtonProps = { + type: TRACE_DATA_TYPE; rows: Array; + projectId: string; }; const TracesActionsButton: React.FunctionComponent< TracesActionsButtonProps -> = ({ rows }) => { +> = ({ rows, type, projectId }) => { const resetKeyRef = useRef(0); - const [open, setOpen] = useState(false); + const [open, setOpen] = useState(false); + + const tracesBatchDeleteMutation = useTracesBatchDeleteMutation(); + + const deleteTraces = useCallback(() => { + tracesBatchDeleteMutation.mutate({ + projectId, + ids: rows.map((row) => row.id), + }); + // eslint-disable-next-line react-hooks/exhaustive-deps + }, [projectId, rows]); return ( <> + @@ -37,13 +62,24 @@ const TracesActionsButton: React.FunctionComponent< { - setOpen(true); + setOpen(1); resetKeyRef.current = resetKeyRef.current + 1; }} > Add to dataset + {type === TRACE_DATA_TYPE.traces && ( + { + setOpen(2); + resetKeyRef.current = resetKeyRef.current + 1; + }} + > + + Delete + + )} diff --git a/apps/opik-frontend/src/components/pages/TracesPage/TracesPage.tsx b/apps/opik-frontend/src/components/pages/TracesPage/TracesPage.tsx index 297672cf40..9db7001071 100644 --- a/apps/opik-frontend/src/components/pages/TracesPage/TracesPage.tsx +++ b/apps/opik-frontend/src/components/pages/TracesPage/TracesPage.tsx @@ -237,7 +237,11 @@ const TracesPage = () => {
{selectedRows.length > 0 && ( - + )} = ({ title, message = "No Data", + className, }) => { return ( -
+
{title &&

{title}

} {message} From 6f449a41da7b52ebeaceee59e1e5f0d0f6b89221 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jacques=20Verr=C3=A9?= Date: Wed, 18 Sep 2024 11:49:04 +0100 Subject: [PATCH 13/19] Add Ragas integration docs (#275) * Predibase documentation * Added Predibase integration to Github repo Readme * Updated Predibase integration * Add Ragas integration docs * Remove outputs from ragas docs --- README.md | 1 + .../documentation/docs/cookbook/ragas.ipynb | 8 ++++-- .../documentation/docs/cookbook/ragas.md | 8 ++++-- .../docs/tracing/integrations/langchain.md | 6 ++++ .../docs/tracing/integrations/llama_index.md | 6 ++++ .../docs/tracing/integrations/openai.md | 12 ++++++-- .../docs/tracing/integrations/overview.md | 1 + .../docs/tracing/integrations/ragas.md | 28 ++++++++++++++----- 8 files changed, 54 insertions(+), 16 deletions(-) diff --git a/README.md b/README.md index 2c98e5394c..49e40abb17 100644 --- a/README.md +++ b/README.md @@ -117,6 +117,7 @@ The easiest way to get started is to use one of our integrations. Opik supports: | LangChain | Log traces for all LangChain LLM calls | [Documentation](https://www.comet.com/docs/opik/tracing/integrations/langchain/?utm_source=opik&utm_medium=github&utm_content=langchain_link) | [![Open Quickstart In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/comet-ml/opik/blob/master/apps/opik-documentation/documentation/docs/cookbook/langchain.ipynb) | | LlamaIndex | Log traces for all LlamaIndex LLM calls | [Documentation](https://www.comet.com/docs/opik/tracing/integrations/llama_index?utm_source=opik&utm_medium=github&utm_content=llama_index_link) | [![Open Quickstart In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/comet-ml/opik/blob/master/apps/opik-documentation/documentation/docs/cookbook/llama-index.ipynb) | | Predibase | Fine-tune and serve open-source Large Language Models | [Documentation](https://www.comet.com/docs/opik/tracing/integrations/predibase?utm_source=opik&utm_medium=github&utm_content=predibase_link) | [![Open Quickstart In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/comet-ml/opik/blob/master/apps/opik-documentation/documentation/docs/cookbook/predibase.ipynb) | +| Ragas | Evaluation framework for your Retrieval Augmented Generation (RAG) pipelines | [Documentation](https://www.comet.com/docs/opik/tracing/integrations/ragas?utm_source=opik&utm_medium=github&utm_content=ragas_link) | [![Open Quickstart In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/comet-ml/opik/blob/master/apps/opik-documentation/documentation/docs/cookbook/ragas.ipynb) | > [!TIP] > If the framework you are using is not listed above, feel free to [open an issue](https://github.com/comet-ml/opik/issues) or submit a PR with the integration. diff --git a/apps/opik-documentation/documentation/docs/cookbook/ragas.ipynb b/apps/opik-documentation/documentation/docs/cookbook/ragas.ipynb index dfe3cc6804..136f9ae905 100644 --- a/apps/opik-documentation/documentation/docs/cookbook/ragas.ipynb +++ b/apps/opik-documentation/documentation/docs/cookbook/ragas.ipynb @@ -51,7 +51,7 @@ "metadata": {}, "outputs": [], "source": [ - "%pip install opik ragas --quiet\n", + "%pip install --quiet --upgrade opik ragas\n", "\n", "import os\n", "import getpass\n", @@ -129,16 +129,18 @@ "import asyncio\n", "from ragas.integrations.opik import OpikTracer\n", "from ragas.dataset_schema import SingleTurnSample\n", + "import os\n", "\n", + "os.environ[\"OPIK_PROJECT_NAME\"] = \"ragas-integration\"\n", "\n", "# Define the scoring function\n", "def compute_metric(metric, row):\n", " row = SingleTurnSample(**row)\n", "\n", - " opik_tracer = OpikTracer()\n", + " opik_tracer = OpikTracer(tags=[\"ragas\"])\n", "\n", " async def get_score(opik_tracer, metric, row):\n", - " score = await metric.single_turn_ascore(row, callbacks=[OpikTracer()])\n", + " score = await metric.single_turn_ascore(row, callbacks=[opik_tracer])\n", " return score\n", "\n", " # Run the async function using the current event loop\n", diff --git a/apps/opik-documentation/documentation/docs/cookbook/ragas.md b/apps/opik-documentation/documentation/docs/cookbook/ragas.md index 1bf9af55ea..bfb2e4e82b 100644 --- a/apps/opik-documentation/documentation/docs/cookbook/ragas.md +++ b/apps/opik-documentation/documentation/docs/cookbook/ragas.md @@ -26,7 +26,7 @@ First, we will install the necessary libraries and configure the OpenAI API key. ```python -%pip install opik ragas --quiet +%pip install --quiet --upgrade opik ragas import os import getpass @@ -82,16 +82,18 @@ nest_asyncio.apply() import asyncio from ragas.integrations.opik import OpikTracer from ragas.dataset_schema import SingleTurnSample +import os +os.environ["OPIK_PROJECT_NAME"] = "ragas-integration" # Define the scoring function def compute_metric(metric, row): row = SingleTurnSample(**row) - opik_tracer = OpikTracer() + opik_tracer = OpikTracer(tags=["ragas"]) async def get_score(opik_tracer, metric, row): - score = await metric.single_turn_ascore(row, callbacks=[OpikTracer()]) + score = await metric.single_turn_ascore(row, callbacks=[opik_tracer]) return score # Run the async function using the current event loop diff --git a/apps/opik-documentation/documentation/docs/tracing/integrations/langchain.md b/apps/opik-documentation/documentation/docs/tracing/integrations/langchain.md index 75322ff3f4..a13f0587fa 100644 --- a/apps/opik-documentation/documentation/docs/tracing/integrations/langchain.md +++ b/apps/opik-documentation/documentation/docs/tracing/integrations/langchain.md @@ -22,6 +22,12 @@ To use the `CometTracer` with LangChain, you'll need to have both the `opik` and pip install opik langchain langchain_openai ``` +In addition, you can configure Opik using the `opik configure` command which will prompt you for the correct local server address or if you are using the Cloud platfrom your API key: + +```bash +opik configure +``` + ## Using CometTracer Here's a basic example of how to use the `CometTracer` callback with a LangChain chain: diff --git a/apps/opik-documentation/documentation/docs/tracing/integrations/llama_index.md b/apps/opik-documentation/documentation/docs/tracing/integrations/llama_index.md index 96d36f8fd1..48d988fbcd 100644 --- a/apps/opik-documentation/documentation/docs/tracing/integrations/llama_index.md +++ b/apps/opik-documentation/documentation/docs/tracing/integrations/llama_index.md @@ -29,6 +29,12 @@ To use the Opik integration with LlamaIndex, you'll need to have both the `opik` pip install opik llama-index llama-index-agent-openai llama-index-llms-openai ``` +In addition, you can configure Opik using the `opik configure` command which will prompt you for the correct local server address or if you are using the Cloud platfrom your API key: + +```bash +opik configure +``` + ## Using the Opik integration To use the Opik integration with LLamaIndex, you can set the Opik callback handler as the global callback handler: diff --git a/apps/opik-documentation/documentation/docs/tracing/integrations/openai.md b/apps/opik-documentation/documentation/docs/tracing/integrations/openai.md index 393fae4567..7d2a734f33 100644 --- a/apps/opik-documentation/documentation/docs/tracing/integrations/openai.md +++ b/apps/opik-documentation/documentation/docs/tracing/integrations/openai.md @@ -14,15 +14,21 @@ This guide explains how to integrate Comet Opik with the OpenAI Python SDK. By u
-## Integration Steps +## Getting started -1. First, ensure you have both `opik` and `openai` packages installed: +First, ensure you have both `opik` and `openai` packages installed: ```bash pip install opik openai ``` -2. Import the necessary modules and wrap the OpenAI client: +In addition, you can configure Opik using the `opik configure` command which will prompt you for the correct local server address or if you are using the Cloud platfrom your API key: + +```bash +opik configure +``` + +## Tracking OpenAI API calls ```python from opik.integrations.openai import track_openai diff --git a/apps/opik-documentation/documentation/docs/tracing/integrations/overview.md b/apps/opik-documentation/documentation/docs/tracing/integrations/overview.md index 657ebb335a..3999e17a88 100644 --- a/apps/opik-documentation/documentation/docs/tracing/integrations/overview.md +++ b/apps/opik-documentation/documentation/docs/tracing/integrations/overview.md @@ -14,5 +14,6 @@ Opik aims to make it as easy as possible to log, view and evaluate your LLM trac | LangChain | Log traces for all LangChain LLM calls | [Documentation](/tracing/integrations/langchain.md) | [![Open Quickstart In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/comet-ml/opik/blob/master/apps/opik-documentation/documentation/docs/cookbook/langchain.ipynb) | | LlamaIndex | Log traces for all LlamaIndex LLM calls | [Documentation](/tracing/integrations/llama_index.md) | [![Open Quickstart In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/comet-ml/opik/blob/master/apps/opik-documentation/documentation/docs/cookbook/llama-index.ipynb) | | Predibase | Fine-tune and serve open-source LLMs | [Documentation](/tracing/integrations/predibase.md) | [![Open Quickstart In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/comet-ml/opik/blob/master/apps/opik-documentation/documentation/docs/cookbook/predibase.ipynb) | +| Ragas | Evaluation framework for your Retrieval Augmented Generation (RAG) pipelines | [Documentation](/tracing/integrations/ragas.md) | [![Open Quickstart In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/comet-ml/opik/blob/master/apps/opik-documentation/documentation/docs/cookbook/ragas.ipynb) | If you would like to see more integrations, please open an issue on our [GitHub repository](https://github.com/comet-ml/opik). diff --git a/apps/opik-documentation/documentation/docs/tracing/integrations/ragas.md b/apps/opik-documentation/documentation/docs/tracing/integrations/ragas.md index 3d432cd8d5..b151c6f5db 100644 --- a/apps/opik-documentation/documentation/docs/tracing/integrations/ragas.md +++ b/apps/opik-documentation/documentation/docs/tracing/integrations/ragas.md @@ -12,6 +12,27 @@ There are two main ways to use Ragas with Opik: 1. Using Ragas to score traces or spans. 2. Using Ragas to evaluate a RAG pipeline. +
+ You can check out the Colab Notebook if you'd like to jump straight to the code: + + Open In Colab + +
+ +## Getting started + +You will first need to install the `opik` and `ragas` packages: + +```bash +pip install opik ragas +``` + +In addition, you can configure Opik using the `opik configure` command which will prompt you for the correct local server address or if you are using the Cloud platfrom your API key: + +```bash +opik configure +``` + ## Using Ragas to score traces or spans Ragas provides a set of metrics that can be used to evaluate the quality of a RAG pipeline, a full list of the supported metrics can be found in the [Ragas documentation](https://docs.ragas.io/en/latest/references/metrics.html#). @@ -109,13 +130,6 @@ In the Opik UI, you will be able to see the full trace including the score calcu We recommend using the Opik [evaluation framework](/evaluation/evaluate_your_llm) to evaluate your RAG pipeline. It shares similar concepts with the Ragas `evaluate` functionality but has a tighter integration with Opik. -
- You can check out the Colab Notebook if you'd like to jump straight to the code: - - Open In Colab - -
- ::: If you are using the Ragas `evaluate` functionality, you can use the `OpikTracer` callback to keep track of the score calculation in Opik. This will track as traces the computation of each evaluation metric: From 70c1e672d191be327d6224a6a7f63aa3616c2176 Mon Sep 17 00:00:00 2001 From: "andrii.dudar" Date: Wed, 18 Sep 2024 12:57:33 +0200 Subject: [PATCH 14/19] [OPIK-92] [UX Improvements] Add filters to Experiment page (#276) --- .../ExperimentsFiltersButton.tsx | 129 ++++++++++++++++++ .../pages/ExperimentsPage/ExperimentsPage.tsx | 12 +- .../pages/TracesPage/TracesPage.tsx | 11 +- .../shared/FiltersButton/ColumnSelector.tsx | 4 +- .../shared/FiltersButton/OperatorSelector.tsx | 8 +- .../LoadableSelectBox/LoadableSelectBox.tsx | 2 +- .../NewExperimentButton.tsx | 1 + 7 files changed, 156 insertions(+), 11 deletions(-) create mode 100644 apps/opik-frontend/src/components/pages/ExperimentsPage/ExperimentsFiltersButton.tsx diff --git a/apps/opik-frontend/src/components/pages/ExperimentsPage/ExperimentsFiltersButton.tsx b/apps/opik-frontend/src/components/pages/ExperimentsPage/ExperimentsFiltersButton.tsx new file mode 100644 index 0000000000..a4b25eb5c9 --- /dev/null +++ b/apps/opik-frontend/src/components/pages/ExperimentsPage/ExperimentsFiltersButton.tsx @@ -0,0 +1,129 @@ +import React, { useCallback, useMemo, useState } from "react"; +import { ChevronDown, Filter as FilterIcon } from "lucide-react"; +import { + Popover, + PopoverContent, + PopoverTrigger, +} from "@/components/ui/popover"; +import { Button } from "@/components/ui/button"; +import { Separator } from "@/components/ui/separator"; +import LoadableSelectBox from "@/components/shared/LoadableSelectBox/LoadableSelectBox"; +import useDatasetsList from "@/api/datasets/useDatasetsList"; +import { keepPreviousData } from "@tanstack/react-query"; +import { DropdownOption } from "@/types/shared"; +import useAppStore from "@/store/AppStore"; + +const DEFAULT_LOADED_DATASET_ITEMS = 25; + +type ExperimentsFiltersButtonProps = { + datasetId: string; + onChangeDatasetId: (id: string) => void; +}; + +const ExperimentsFiltersButton: React.FunctionComponent< + ExperimentsFiltersButtonProps +> = ({ datasetId, onChangeDatasetId }) => { + const workspaceName = useAppStore((state) => state.activeWorkspaceName); + const [isLoadedMore, setIsLoadedMore] = useState(false); + const [open, setOpen] = useState(false); + + const clearHandler = useCallback(() => { + onChangeDatasetId(""); + }, [onChangeDatasetId]); + + const { data, isLoading } = useDatasetsList( + { + workspaceName, + page: 1, + size: isLoadedMore ? 10000 : DEFAULT_LOADED_DATASET_ITEMS, + }, + { + placeholderData: keepPreviousData, + }, + ); + + const total = data?.total ?? 0; + + const loadMoreHandler = useCallback(() => setIsLoadedMore(true), []); + + const options: DropdownOption[] = useMemo(() => { + return (data?.content || []).map((dataset) => ({ + value: dataset.id, + label: dataset.name, + })); + }, [data?.content]); + + return ( + + + + + +
+
+ Filters + +
+ +
+ + + + + + + + + +
Where + + + + + DEFAULT_LOADED_DATASET_ITEMS && !isLoadedMore + ? loadMoreHandler + : undefined + } + widthClass="w-[320px]" + isLoading={isLoading} + optionsCount={DEFAULT_LOADED_DATASET_ITEMS} + /> +
+
+
+ + + ); +}; + +export default ExperimentsFiltersButton; diff --git a/apps/opik-frontend/src/components/pages/ExperimentsPage/ExperimentsPage.tsx b/apps/opik-frontend/src/components/pages/ExperimentsPage/ExperimentsPage.tsx index c2ade71e38..6d2ddeeeff 100644 --- a/apps/opik-frontend/src/components/pages/ExperimentsPage/ExperimentsPage.tsx +++ b/apps/opik-frontend/src/components/pages/ExperimentsPage/ExperimentsPage.tsx @@ -23,6 +23,7 @@ import { generateSelectColumDef } from "@/components/shared/DataTable/utils"; import { convertColumnDataToColumn } from "@/lib/table"; import ColumnsButton from "@/components/shared/ColumnsButton/ColumnsButton"; import ExperimentsActionsButton from "@/components/pages/ExperimentsPage/ExperimentsActionsButton"; +import ExperimentsFiltersButton from "@/components/pages/ExperimentsPage/ExperimentsFiltersButton"; import SearchInput from "@/components/shared/SearchInput/SearchInput"; const SELECTED_COLUMNS_KEY = "experiments-selected-columns"; @@ -87,10 +88,12 @@ const ExperimentsPage: React.FunctionComponent = () => { const [search, setSearch] = useState(""); const [page, setPage] = useState(1); const [size, setSize] = useState(10); + const [datasetId, setDatasetId] = useState(""); const [rowSelection, setRowSelection] = useState({}); const { data, isPending } = useExperimentsList( { workspaceName, + datasetId, search, page, size, @@ -103,9 +106,8 @@ const ExperimentsPage: React.FunctionComponent = () => { const experiments = useMemo(() => data?.content ?? [], [data?.content]); const total = data?.total ?? 0; - const noDataText = search - ? "No search results" - : "There are no experiments yet"; + const noDataText = + search || datasetId ? "No search results" : "There are no experiments yet"; const [selectedColumns, setSelectedColumns] = useLocalStorageState( SELECTED_COLUMNS_KEY, @@ -187,6 +189,10 @@ const ExperimentsPage: React.FunctionComponent = () => { placeholder="Search by name" className="w-[320px]" > +
{selectedRows.length > 0 && ( diff --git a/apps/opik-frontend/src/components/pages/TracesPage/TracesPage.tsx b/apps/opik-frontend/src/components/pages/TracesPage/TracesPage.tsx index 9db7001071..a8aaa9cf15 100644 --- a/apps/opik-frontend/src/components/pages/TracesPage/TracesPage.tsx +++ b/apps/opik-frontend/src/components/pages/TracesPage/TracesPage.tsx @@ -103,11 +103,12 @@ const TracesPage = () => { }, ); - const noDataText = search - ? "No search results" - : `There are no ${ - type === TRACE_DATA_TYPE.traces ? "traces" : "LLM calls" - } yet`; + const noDataText = + search || filters.length > 0 + ? "No search results" + : `There are no ${ + type === TRACE_DATA_TYPE.traces ? "traces" : "LLM calls" + } yet`; const rows: Array = useMemo(() => data?.content ?? [], [data]); diff --git a/apps/opik-frontend/src/components/shared/FiltersButton/ColumnSelector.tsx b/apps/opik-frontend/src/components/shared/FiltersButton/ColumnSelector.tsx index a2e139e9c1..6393e92884 100644 --- a/apps/opik-frontend/src/components/shared/FiltersButton/ColumnSelector.tsx +++ b/apps/opik-frontend/src/components/shared/FiltersButton/ColumnSelector.tsx @@ -1,5 +1,6 @@ import React, { useMemo } from "react"; import find from "lodash/find"; +import { ChevronDown } from "lucide-react"; import { Button } from "@/components/ui/button"; import { @@ -28,8 +29,9 @@ const ColumnSelector = ({ return ( - diff --git a/apps/opik-frontend/src/components/shared/FiltersButton/OperatorSelector.tsx b/apps/opik-frontend/src/components/shared/FiltersButton/OperatorSelector.tsx index f0258ffd3e..c30f8b3099 100644 --- a/apps/opik-frontend/src/components/shared/FiltersButton/OperatorSelector.tsx +++ b/apps/opik-frontend/src/components/shared/FiltersButton/OperatorSelector.tsx @@ -1,5 +1,6 @@ import React, { useMemo } from "react"; import find from "lodash/find"; +import { ChevronDown } from "lucide-react"; import { Button } from "@/components/ui/button"; import { @@ -31,8 +32,13 @@ const OperatorSelector: React.FunctionComponent = ({ return ( - diff --git a/apps/opik-frontend/src/components/shared/LoadableSelectBox/LoadableSelectBox.tsx b/apps/opik-frontend/src/components/shared/LoadableSelectBox/LoadableSelectBox.tsx index e8d22bb345..3dd587562d 100644 --- a/apps/opik-frontend/src/components/shared/LoadableSelectBox/LoadableSelectBox.tsx +++ b/apps/opik-frontend/src/components/shared/LoadableSelectBox/LoadableSelectBox.tsx @@ -118,7 +118,7 @@ export const LoadableSelectBox = ({ >
-
+
{isLoading && (
diff --git a/apps/opik-frontend/src/components/shared/NewExperimentButton/NewExperimentButton.tsx b/apps/opik-frontend/src/components/shared/NewExperimentButton/NewExperimentButton.tsx index 05e7ff8a7d..fb5e87b055 100644 --- a/apps/opik-frontend/src/components/shared/NewExperimentButton/NewExperimentButton.tsx +++ b/apps/opik-frontend/src/components/shared/NewExperimentButton/NewExperimentButton.tsx @@ -307,6 +307,7 @@ eval_results = evaluate( DEFAULT_LOADED_DATASET_ITEMS && !isLoadedMore From d2838999bd03f7e174d3e791057993beda982714 Mon Sep 17 00:00:00 2001 From: Andres Cruz Date: Wed, 18 Sep 2024 15:34:50 +0200 Subject: [PATCH 15/19] NO-JIRA Expose backend port for local development (#277) --- build_and_run.sh | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/build_and_run.sh b/build_and_run.sh index 4105557a77..61f95b784b 100755 --- a/build_and_run.sh +++ b/build_and_run.sh @@ -166,6 +166,11 @@ echo "### Port-forward Opik Frontend to local host" ps -ef | grep "svc/${OPIK_FRONTEND} ${OPIK_FRONTEND_PORT}" | grep -v grep | awk '{print $2}' | xargs kill 2>/dev/null|| true kubectl port-forward svc/${OPIK_FRONTEND} ${OPIK_FRONTEND_PORT} > /dev/null 2>&1 & +echo "### Port-forward Opik Backend to local host" +# remove the previous port-forward +ps -ef | grep "svc/${OPIK_BACKEND} ${OPIK_BACKEND_PORT}" | grep -v grep | awk '{print $2}' | xargs kill 2>/dev/null|| true +kubectl port-forward svc/${OPIK_BACKEND} ${OPIK_BACKEND_PORT} > /dev/null 2>&1 & + echo "### Port-forward Open API to local host" # remove the previous port-forward ps -ef | grep "svc/${OPIK_BACKEND} ${OPIK_OPENAPI_PORT}" | grep -v grep | awk '{print $2}' | xargs kill 2>/dev/null|| true From d8cbb222462bc1394d21e563076821f71414748a Mon Sep 17 00:00:00 2001 From: Boris Feld Date: Wed, 18 Sep 2024 16:00:50 +0200 Subject: [PATCH 16/19] Fix broken openai doc link in README.md (#278) Fix typo in openai doc link in README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 49e40abb17..8fb0616b1d 100644 --- a/README.md +++ b/README.md @@ -113,7 +113,7 @@ The easiest way to get started is to use one of our integrations. Opik supports: | Integration | Description | Documentation | Try in Colab | | ----------- | ----------- | ------------- | ------------ | -| OpenAI | Log traces for all OpenAI LLM calls | [Documentation](https://www.comet.com//docs/opik/tracing/integrations/openai/?utm_source=opik&utm_medium=github&utm_content=openai_link) | [![Open Quickstart In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/comet-ml/opik/blob/master/apps/opik-documentation/documentation/docs/cookbook/openai.ipynb) | +| OpenAI | Log traces for all OpenAI LLM calls | [Documentation](https://www.comet.com/docs/opik/tracing/integrations/openai/?utm_source=opik&utm_medium=github&utm_content=openai_link) | [![Open Quickstart In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/comet-ml/opik/blob/master/apps/opik-documentation/documentation/docs/cookbook/openai.ipynb) | | LangChain | Log traces for all LangChain LLM calls | [Documentation](https://www.comet.com/docs/opik/tracing/integrations/langchain/?utm_source=opik&utm_medium=github&utm_content=langchain_link) | [![Open Quickstart In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/comet-ml/opik/blob/master/apps/opik-documentation/documentation/docs/cookbook/langchain.ipynb) | | LlamaIndex | Log traces for all LlamaIndex LLM calls | [Documentation](https://www.comet.com/docs/opik/tracing/integrations/llama_index?utm_source=opik&utm_medium=github&utm_content=llama_index_link) | [![Open Quickstart In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/comet-ml/opik/blob/master/apps/opik-documentation/documentation/docs/cookbook/llama-index.ipynb) | | Predibase | Fine-tune and serve open-source Large Language Models | [Documentation](https://www.comet.com/docs/opik/tracing/integrations/predibase?utm_source=opik&utm_medium=github&utm_content=predibase_link) | [![Open Quickstart In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/comet-ml/opik/blob/master/apps/opik-documentation/documentation/docs/cookbook/predibase.ipynb) | From 04222a643a3c988492b395b6c73a39a3e6851c1e Mon Sep 17 00:00:00 2001 From: Boris Feld Date: Wed, 18 Sep 2024 16:20:11 +0200 Subject: [PATCH 17/19] Fix integration code samples (#279) * Fix code sample in OpenAI integration documentation * Fix code sample in Ragas integration documentation --- .../docs/tracing/integrations/openai.md | 2 +- .../documentation/docs/tracing/integrations/ragas.md | 12 ++++++++---- 2 files changed, 9 insertions(+), 5 deletions(-) diff --git a/apps/opik-documentation/documentation/docs/tracing/integrations/openai.md b/apps/opik-documentation/documentation/docs/tracing/integrations/openai.md index 7d2a734f33..19cecea6c7 100644 --- a/apps/opik-documentation/documentation/docs/tracing/integrations/openai.md +++ b/apps/opik-documentation/documentation/docs/tracing/integrations/openai.md @@ -51,7 +51,7 @@ response = openai_client.chat.completions.create( presence_penalty=0 ) -print(completion.choices[0].message.content) +print(response.choices[0].message.content) ``` The `track_openai` will automatically track and log the API call, including the input prompt, model used, and response generated. You can view these logs in your Comet project dashboard. diff --git a/apps/opik-documentation/documentation/docs/tracing/integrations/ragas.md b/apps/opik-documentation/documentation/docs/tracing/integrations/ragas.md index b151c6f5db..bdc33c7304 100644 --- a/apps/opik-documentation/documentation/docs/tracing/integrations/ragas.md +++ b/apps/opik-documentation/documentation/docs/tracing/integrations/ragas.md @@ -42,23 +42,27 @@ In addition to being able to track these feedback scores in Opik, you can also u Due to the asynchronous nature of the score calculation, we will need to define a coroutine to compute the score: ```python +import asyncio + # Import the metric from ragas.metrics import AnswerRelevancy # Import some additional dependencies from langchain_openai.chat_models import ChatOpenAI from langchain_openai.embeddings import OpenAIEmbeddings -from ragas.llms import LangchainLLMWrapper +from ragas.dataset_schema import SingleTurnSample from ragas.embeddings import LangchainEmbeddingsWrapper - -import asyncio from ragas.integrations.opik import OpikTracer +from ragas.llms import LangchainLLMWrapper +from ragas.metrics import AnswerRelevancy + # Initialize the Ragas metric llm = LangchainLLMWrapper(ChatOpenAI()) emb = LangchainEmbeddingsWrapper(OpenAIEmbeddings()) answer_relevancy_metric = AnswerRelevancy(llm=llm, embeddings=emb) + # Define the scoring function def compute_metric(metric, row): row = SingleTurnSample(**row) @@ -117,7 +121,7 @@ def rag_pipeline(question): return answer -rag_pipeline("What is the capital of France?") +print(rag_pipeline("What is the capital of France?")) ``` In the Opik UI, you will be able to see the full trace including the score calculation: From ed0aa793e26c5de1b3807bb6a556b0f6cc6f12dd Mon Sep 17 00:00:00 2001 From: Alex Bezpalko Date: Wed, 18 Sep 2024 16:41:50 +0200 Subject: [PATCH 18/19] [OPIK-94] add frontend auto reloader (#271) * OPIK-94 add frontend auto-reloader * Update Helm documentation * OPIK-94 remove default value * Update Helm documentation --------- Co-authored-by: CometActions Co-authored-by: Liya Katz --- deployment/helm_chart/opik/templates/deployment.yaml | 3 +++ deployment/helm_chart/opik/values.yaml | 1 - 2 files changed, 3 insertions(+), 1 deletion(-) diff --git a/deployment/helm_chart/opik/templates/deployment.yaml b/deployment/helm_chart/opik/templates/deployment.yaml index f20dc0be16..6aa21a7972 100644 --- a/deployment/helm_chart/opik/templates/deployment.yaml +++ b/deployment/helm_chart/opik/templates/deployment.yaml @@ -7,6 +7,9 @@ metadata: labels: {{- include "opik.labels" $ | nindent 4 }} component: {{ include "opik.name" $ }}-{{ $key | lower }} + {{- with $value.annotations }} + annotations: {{ . | toYaml | nindent 4 }} + {{- end }} spec: {{- if not $value.autoscaling.enabled }} replicas: {{ $value.replicaCount }} diff --git a/deployment/helm_chart/opik/values.yaml b/deployment/helm_chart/opik/values.yaml index 7746e7ee2f..f58292b445 100644 --- a/deployment/helm_chart/opik/values.yaml +++ b/deployment/helm_chart/opik/values.yaml @@ -96,7 +96,6 @@ component: items: - key: default.conf path: default.conf - service: type: ClusterIP ports: From 01d085245bb2a81b508ba3d609af59469e11919e Mon Sep 17 00:00:00 2001 From: Liya Katz Date: Wed, 18 Sep 2024 18:31:56 +0300 Subject: [PATCH 19/19] add sdk e2e tests workflow (#249) --- .github/workflows/sdk-e2e-tests.yaml | 68 ++++++++++++++++++++++-- .gitignore | 3 ++ sdks/python/tests/e2e/test_experiment.py | 3 +- 3 files changed, 69 insertions(+), 5 deletions(-) diff --git a/.github/workflows/sdk-e2e-tests.yaml b/.github/workflows/sdk-e2e-tests.yaml index 3549598f04..5f5d7ad6ee 100644 --- a/.github/workflows/sdk-e2e-tests.yaml +++ b/.github/workflows/sdk-e2e-tests.yaml @@ -2,11 +2,73 @@ name: SDK E2E Tests run-name: "SDK E2E Tests ${{ github.ref_name }} by @${{ github.actor }}" on: workflow_dispatch: + pull_request: + paths: + - 'sdks/python/**' + - 'apps/opik-backend/**' + push: + branches: + - 'main' + paths: + - 'sdks/python/**' + - 'apps/opik-backend/**' jobs: run-e2e: - name: SDK E2E Tests + name: SDK E2E Tests ${{matrix.python_version}} runs-on: ubuntu-latest + defaults: + run: + working-directory: sdks/python + + strategy: + fail-fast: false + matrix: + python_version: ["3.8", "3.9", "3.10", "3.11", "3.12"] + steps: - - name: echo - run: echo + - name: Checkout + uses: actions/checkout@v4.1.1 + + - name: Setup Python ${{matrix.python_version}} + uses: actions/setup-python@v5 + with: + python-version: ${{matrix.python_version}} + + - name: Install opik SDK + run: | + pip install -r tests/test_requirements.txt + pip install . + + - name: Run latest opik server + run: | + cd ../../deployment/docker-compose + docker compose up -d + cd - + + - name: Run tests + run: | + echo "Waiting for server to come up..." + sleep 30 + export OPIK_URL_OVERRIDE=http://localhost:5173/api + pytest tests/e2e -vv + + - name: Keep BE log in case of failure + if: failure() + run: | + docker logs opik-backend-1 > opik-backend_p${{matrix.python_version}}.log + + - name: Attach BE log + if: failure() + uses: actions/upload-artifact@v4 + with: + name: opik-backend-log-p${{matrix.python_version}} + path: sdks/python/opik-backend_p${{matrix.python_version}}.log + + - name: Stop opik server + if: always() + run: | + cd ../../deployment/docker-compose + docker compose down + cd - + diff --git a/.gitignore b/.gitignore index f4470010dd..a1015f6db0 100644 --- a/.gitignore +++ b/.gitignore @@ -53,3 +53,6 @@ pip-log.txt # charts deployment/helm_chart/opik/charts +deployment/helm_chart/opik/values-cloud-test.yaml +deployment/helm_chart/opik/values-test.yaml +temp diff --git a/sdks/python/tests/e2e/test_experiment.py b/sdks/python/tests/e2e/test_experiment.py index 49a14523f9..d9d1f70783 100644 --- a/sdks/python/tests/e2e/test_experiment.py +++ b/sdks/python/tests/e2e/test_experiment.py @@ -8,8 +8,7 @@ def test_experiment_creation_via_evaluate_function__happyflow( opik_client: opik.Opik, dataset_name: str, experiment_name: str ): - # TODO: this test is not finished, it only checks that the script is not failing - + # TODO: this test is not finished, it does not check experiment items content dataset = opik_client.create_dataset(dataset_name) dataset.insert(

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