diff --git a/.github/workflows/build-release.yml b/.github/workflows/build-release.yml index 7c40db08b247..f190c65a959a 100644 --- a/.github/workflows/build-release.yml +++ b/.github/workflows/build-release.yml @@ -10,8 +10,7 @@ env: on: push: branches: - - release/* - - main + - release/v3/* concurrency: group: ${{ github.workflow }}-${{ github.ref }} diff --git a/.github/workflows/labels-PR.yml b/.github/workflows/labels-PR.yml index 1f2f3f186b81..fa84744e432a 100644 --- a/.github/workflows/labels-PR.yml +++ b/.github/workflows/labels-PR.yml @@ -10,7 +10,7 @@ jobs: with: mode: minimum count: 1 - labels: "guides, bug, build, do not merge, docker, docs, duplicate, enhancement, feat XS, feat S, feat M, feat L, feat XL, help wanted, refactor, tests, discord, dependencies, notebookreports, dashboards, analytics, portfolio, installer, SDK, release " + labels: "guides, bug, build, docker, docs, feat XS, feat S, feat M, feat L, feat XL, help wanted, refactor, tests, dependencies, release" - uses: mheap/github-action-required-labels@v1 with: mode: exactly diff --git a/.github/workflows/pypi.yml b/.github/workflows/pypi.yml index 588a8dfeb962..efc2fe5d9d8f 100644 --- a/.github/workflows/pypi.yml +++ b/.github/workflows/pypi.yml @@ -3,8 +3,7 @@ name: Deploy to PyPI on: push: branches: - - release/* - - main + - release/v3/* workflow_dispatch: diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index 9b5d014d865c..6fa6be077afa 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -135,7 +135,7 @@ def get_price_targets(cls, symbol: str) -> pd.DataFrame: url = f"https://financialmodelingprep.com/api/v4/price-target?symbol={symbol}&apikey={current_user.credentials.API_KEY_FINANCIALMODELINGPREP}" response = request(url) - # Check if response is valid + # Check if the response is valid if response.status_code != 200 or "Error Message" in response.json(): message = f"Error, Status Code: {response.status_code}." message = ( @@ -345,7 +345,7 @@ Now that we have the model and views, it is time to add to the controller. - Call the function contained in a `_view.py` file with the arguments parsed by argparse. Note that the function self.parse_known_args_and_warn() has some additional options we can add. If the function is showing a chart, but we want the option to show raw data, we can add the `raw=True` keyword and the resulting namespace will have the `raw` attribute. -Same with limit, we can pass limit=10 to add the `-l` flag with default=10. Here we also specify the export, and whether it is data only, plots only or anything. This function also adds the `source` attribute to the namespace. In our example, this is important because we added an additional source. +Same with limit, we can pass limit=10 to add the `-l` flag with default=10. Here we also specify the export, and whether it is data only, plots only or anything else. This function also adds the `source` attribute to the namespace. In our example, this is important because we added an additional source. Our new function will be: @@ -511,7 +511,7 @@ In order to add a command to the SDK, follow these steps: ### Add OpenBB Platform endpoint (V4) -Refer to the documentation [here](openbb_platform\CONTRIBUTING.md). +Refer to the documentation [here](https://docs.openbb.co/platform/development). ### Add Unit Tests @@ -519,7 +519,7 @@ This is a vital part of the contribution process. We have a set of unit tests th Unit tests minimize errors in code and quickly find errors when they do arise. Integration tests are standard usage examples, which are also used to identify errors. -A thorough introduction on the usage of unit tests and integration tests in OpenBBTerminal can be found on the following page respectively: +A thorough introduction on the usage of unit tests and integration tests in OpenBBTerminal can be found on the following page: [Unit Test README](tests/README.md) @@ -578,7 +578,7 @@ CLI :computer: → `_controller.py` :robot: → `_view.py` :art:  &nbs | **File                           ** | **Role** | **Description** | | :------------------------- | :------------- | :----------------------------------------------------- | | **_controller.py** :robot: | The router/input validator | The controller file should hold the least amount of logic possible. Its role is to be a stupid (no logic) router and redirect the command correctly while checking the input with argparser. | -| **_view.py** :art: | The artist | The view file should only output or visualise the data it gets from the `_model` file! The `_view` can limit the data coming from the `_model`, otherwise the data object should be identical in the `_view` and the `_model` files. | +| **_view.py** :art: | The artist | The view file should only output or visualize the data it gets from the `_model` file! The `_view` can limit the data coming from the `_model`, otherwise the data object should be identical in the `_view` and the `_model` files. | | **_model.py** 🧠 |The brain | The model file is where everything fun happens. The data is gathered (external APIs), processed and returned here. | | **sdk.py** 🏭 |The SDK Factory | The SDK file is where the callable functions are created for the SDK. There is only one SDK file in the openbb_terminal folder. | diff --git a/README.md b/README.md index 598a545fd634..021f5014a428 100644 --- a/README.md +++ b/README.md @@ -11,6 +11,9 @@ + + Open In Colab + The first financial terminal that is free and fully open source. With over 600 commands, the terminal has access to equity, options, crypto, forex, macro economy, fixed income, alternative datasets, and more. diff --git a/build/README.md b/build/README.md index 3f889704c52b..0d9dcc1b1b21 100644 --- a/build/README.md +++ b/build/README.md @@ -1,11 +1,11 @@ # Building Installers -This guide serves to assist developers construct OpenBB Terminal installers on MacOs and Windows. +This guide serves to assist developers construct OpenBB Terminal installers on macOS and Windows. ## Overview -Building an installer takes source code as input and produces deployable software as an output. For MacOS the output is a DMG while for windows it is an EXE. This process utilizes two major modules: Pyinstaller & Create-dmg. Windows additionally recruits the service of NSIS. There are two ways to build an installer: locally or through Github. +Building an installer takes source code as input and produces deployable software as an output. For MacOS the output is a DMG while for Windows it is an EXE. This process utilizes two major modules: Pyinstaller & Create-dmg. Windows additionally recruits the service of NSIS. There are two ways to build an installer: locally or through Github. ## Local -In this section we detail the steps necessary to construct an installer locally on a windows machine and mac machine. These steps can be performed on either one of these operating systems so long as they have the OpenBBTerminal repository codebase. This process assumes you already have a working conda environment. Building locally usually takes anywhere from 10-20 minutes. +In this section we detail the steps necessary to construct an installer locally on a Windows machine and Mac machine. These steps can be performed on either one of these operating systems so long as they have the OpenBBTerminal repository codebase. This process assumes you already have a working conda environment. Building locally usually takes anywhere from 10-20 minutes. ### MacOS Steps 1. `brew install create-dmg` diff --git a/build/pyinstaller/macOS/darwin/Resources/conclusion.html b/build/pyinstaller/macOS/darwin/Resources/conclusion.html index b6fc0e8b2574..b8e904734691 100644 --- a/build/pyinstaller/macOS/darwin/Resources/conclusion.html +++ b/build/pyinstaller/macOS/darwin/Resources/conclusion.html @@ -9,7 +9,7 @@

WSO2 API Manager

Thank you for installing WSO2 API MAnager.

Run API Manager
-

Open a new terminal and run the following command to get start with APIM server:

+

Open a new terminal and run the following command to get started with APIM server:

  $ wso2am-2.6.0 [command]
diff --git a/build/pyinstaller/macOS/darwin/Resources/uninstall.sh b/build/pyinstaller/macOS/darwin/Resources/uninstall.sh index 27873ddf9f73..09e364e9019d 100644 --- a/build/pyinstaller/macOS/darwin/Resources/uninstall.sh +++ b/build/pyinstaller/macOS/darwin/Resources/uninstall.sh @@ -42,7 +42,7 @@ VERSION=__VERSION__ PRODUCT=__PRODUCT__ echo "Application uninstalling process started" -# remove link to shorcut file +# remove link to shortcut file find "/usr/local/bin/" -name "__PRODUCT__-__VERSION__" | xargs rm if [ $? -eq 0 ] then diff --git a/build/pypi/openbb_platform/nightly.py b/build/pypi/openbb_platform/nightly.py index 6212f80e8825..fc002f5cb8aa 100644 --- a/build/pypi/openbb_platform/nightly.py +++ b/build/pypi/openbb_platform/nightly.py @@ -10,7 +10,10 @@ SUB_PACKAGES = {} DEPENDENCIES: Dict[str, Any] = {} -PLUGINS = {"openbb_core_extension": {}, "openbb_provider_extension": {}} +PLUGINS: Dict[str, Dict] = { + "openbb_core_extension": {}, + "openbb_provider_extension": {}, +} CMD = [sys.executable, "-m", "poetry", "build"] @@ -44,7 +47,7 @@ def gather_metadata(sub_path: str): def build(): """Build the Platform package.""" - for sub_path in ["platform", "providers", "extensions"]: + for sub_path in ["core", "providers", "extensions"]: gather_metadata(sub_path) # need to pop these from the dependencies diff --git a/build/pypi/openbb_platform/publish.py b/build/pypi/openbb_platform/publish.py index c2955986b4a6..cfb856c56380 100644 --- a/build/pypi/openbb_platform/publish.py +++ b/build/pypi/openbb_platform/publish.py @@ -69,7 +69,7 @@ def publish(dry_run: bool = False, core: bool = False, extensions: bool = False) for path in PLATFORM_PATH.rglob(f"{sub_path}/**/pyproject.toml"): try: # Update dependencies - if is_extension: + if is_extension and "devtools" not in str(path): update_extension_dependencies(path) # Bump version bump_version(path) diff --git a/examples/README.md b/examples/README.md index bf63622353d1..9c3be4b32834 100644 --- a/examples/README.md +++ b/examples/README.md @@ -1,76 +1,49 @@ -# Jupyter Notebook Examples Using the OpenBB SDK +# Jupyter Notebook Examples Using the OpenBB Platform -This folder is a collection of example notebooks that demonstrate some of the ways to get started using the OpenBB SDK. To run them, ensure that the active kernel selected is the same Python virtual environment where OpenBB was installed. +This folder is a collection of example notebooks that demonstrate some of the ways to get started with using the OpenBB Platform. To run them, ensure that the active kernel selected is the same Python virtual environment where OpenBB was installed. ## Table of Contents -### loadHistoricalPriceData - -This notebook walks through collecting historical price data using a variety of methods and sources. - -- Loading data with different intervals, and changing sources. -- A brief explanation of ticker symbology. -- Using other functions and modules to load data with besides `openbb.stocks.load()`. -- Gang-loading a list of tickers' price data in a single call. -- Drawing candle and line charts. - -### copperToGoldRatio - -This notebook explains how to calculate and plot the Copper-to-Gold ratio. - -- Loading historical front-month futures prices. -- Getting the historical series from FRED for the 10-year constant maturity US treasury bill. -- Performing basic DataFrame operations. -- Creating OpenBB Figure objects, and plotting on two y-axis. - -### realizedVolatilityModels +### googleColab -This notebook demonstrates the six, realized volatility models with in the Technical Analysis module. +This notebook installs the OpenBB Platform in a Google Colab environment with examples for: -- Explore differences between: - - Standard Deviation - - Parkinson - - Hodges-Tompkins - - Garman-Klass - - Rogers-Satchell - - Yang-Zhang -- Creating and plotting realized volatility cones. -- Overlaying multiple time series. -- Use the calculated outputs as inputs to a forecast model. +- Logging into OpenBB Hub +- Setting the output preference +- Fetching options and company fundamentals data +- Creating bar chart visualizations -### usdLiquidityIndex +### findSymbols -This notebook demonstrates how to query the Federal Reserve Economic Database and recreate the USD Liquidity Index. +This notebook provides an introduction to discovering, finding, and searching ticker symbols. -- Search FRED for series IDs. -- Load multiple series as a single call. -- Unpacking the data response from the FRED query. -- Perform arithmetic operations on a DataFrame. -- Normalization methods for a series or DataFrame. -- Simple processes for creating charts. +- Search +- Find company and institutional filings +- Screen stocks by region and metrics -### optionsChains +### loadHistoricalPriceData -This notebook demonstrates how to fetch and work with options chains data. +This notebook walks through collecting historical price data, at different intervals, using a variety of sources. -- Use the new method for loading options chains data. -- Examine the differences of the data, between sources. -- Calculate and visualize volume and open interest by strike and expiration. -- Calculate and visualize the Net Delta Exposure, in dollars, by strike and expiration. -- Visualize the term structure of the implied volatility skew. -- Get tables with multiple single-leg options strategies. +- Loading data with different intervals, and changing sources +- A brief explanation of ticker symbology +- Resampling a time series index +- Some differences between providers, and comparing outputs -### googleColabInstallation +### financialStatements -This notebook demonstrates how to install the OpenBB SDK within Google Colab. +This set of examples introduces financial statements in the OpenBB Platform and compares the free cash flow yields of large-cap retail industry companies. +- Financial statements +- What to expect with data from different sources +- Financial attributes +- Ratios and other metrics -### volumeAtPrice +### copperToGoldRatio -Volume-at-price is a chart used by technical analysts as a visual gauge to where the trading levels are concentrated, relative to price and volume. In short, it is the sum of volume at different price levels. This notebook utilizes individual components of the OpenBB SDK and combines them to build a new view. +This notebook explains how to calculate and plot the Copper-to-Gold ratio. -- Price -- Volume -- VWAP -- SMA -- OpenBBFigure +- Loading historical front-month futures prices. +- Getting the historical series from FRED for the 10-year constant maturity US treasury bill. +- Performing basic DataFrame operations. +- Creating charts with Plotly Graph Objects. diff --git a/examples/copperToGoldRatio.ipynb b/examples/copperToGoldRatio.ipynb index 45f5a7f7860d..e2ccf423114b 100644 --- a/examples/copperToGoldRatio.ipynb +++ b/examples/copperToGoldRatio.ipynb @@ -9,21 +9,20 @@ "\n", "The copper-to-gold ratio is known as a leading economic indicator. It is most commonly paired as a time series with the ten-year US Treasury yield. The notable events are the divergences in directional movement, signaling a fundamental regime change that will unfold over months and years. Not something to go YOLO into, but a metric to shape a long-term view of global economic conditions.\n", "\n", - "The ratio is defined as dividing the spot price of one ounce of copper by an ounce gold. How much copper is bought with one ouce of gold. Sounds simple enough, divide the price of copper by the price of gold, done. The OpenBB SDK can make quick work out of this task, really quick. Let's explore." + "The ratio is defined as dividing the spot price of one ounce of copper by an ounce gold. How much copper is bought with one ouce of gold. Sounds simple enough, divide the price of copper by the price of gold, done. The OpenBB Platform can make quick work out of this task, really quick. Let's explore." ] }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 71, "metadata": {}, "outputs": [], "source": [ - "# Import the SDK and Pandas for some calculations.\n", - "from datetime import datetime\n", - "import pandas as pd\n", - "from openbb_terminal.sdk import openbb\n", + "# Import the Platform and Pandas for some calculations.\n", "\n", - "from openbb_terminal import OpenBBFigure" + "import pandas as pd\n", + "import plotly.graph_objects as go\n", + "from openbb import obb" ] }, { @@ -31,24 +30,27 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The most accessible data is going to be the continuous front-month futures contracts for physical delivery, listed on the CME. We'll create a Pandas Series for each asset, requesting all the daily historical data that is available." + "The most accessible data is going to be the continuous front-month futures contracts for physical delivery, listed on the CME. We'll create a Pandas Series for each asset, requesting weekly historical data using the `openbb-yfinance` data extension." ] }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 62, "metadata": {}, "outputs": [], "source": [ - "data = pd.DataFrame(\n", - " openbb.futures.historical(\n", - " symbols = [\"GC\", \"HG\"],\n", - " start_date=\"2000-01-01\",\n", - " end_date = str(datetime.now().date())\n", - " )[\"Close\"]\n", - ").rename(\n", - " columns={\"GC\": \"Gold\", \"HG\": \"Copper\"}\n", - ")" + "data = pd.DataFrame()\n", + "cols_dict = {\"GC\": \"Gold\", \"HG\": \"Copper\"}\n", + "for symbol in [\"GC\", \"HG\"]:\n", + " data[symbol] = (\n", + " obb.derivatives.futures.historical(\n", + " symbol,\n", + " start_date=\"2000-01-01\",\n", + " interval=\"1wk\",\n", + " ).to_df()[\"close\"].rename(symbol)\n", + " )\n", + "data.columns = cols_dict.values()\n", + "data.index = data.index.strftime(\"%Y-%m-%d\")" ] }, { @@ -61,7 +63,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 63, "metadata": {}, "outputs": [ { @@ -89,21 +91,21 @@ " Copper\n", " \n", " \n", - " Date\n", + " date\n", " \n", " \n", " \n", " \n", " \n", " \n", - " 2000-08-30\n", - " 273.899994\n", - " 0.885\n", + " 2000-08-28\n", + " 277.000000\n", + " 0.889\n", " \n", " \n", - " 2000-08-31\n", - " 278.299988\n", - " 0.885\n", + " 2000-09-04\n", + " 273.299988\n", + " 0.912\n", " \n", " \n", "\n", @@ -111,12 +113,12 @@ ], "text/plain": [ " Gold Copper\n", - "Date \n", - "2000-08-30 273.899994 0.885\n", - "2000-08-31 278.299988 0.885" + "date \n", + "2000-08-28 277.000000 0.889\n", + "2000-09-04 273.299988 0.912" ] }, - "execution_count": 13, + "execution_count": 63, "metadata": {}, "output_type": "execute_result" } @@ -135,7 +137,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 64, "metadata": {}, "outputs": [ { @@ -164,7 +166,7 @@ " Copper/Gold Ratio\n", " \n", " \n", - " Date\n", + " date\n", " \n", " \n", " \n", @@ -172,16 +174,16 @@ " \n", " \n", " \n", - " 2023-05-24\n", - " 1962.800049\n", - " 3.5535\n", - " 0.001810\n", + " 2023-11-20\n", + " 2002.199951\n", + " 3.7965\n", + " 0.001896\n", " \n", " \n", - " 2023-05-25\n", - " 1943.099976\n", - " 3.5805\n", - " 0.001843\n", + " 2023-11-27\n", + " 2011.800049\n", + " 3.7625\n", + " 0.001870\n", " \n", " \n", "\n", @@ -189,18 +191,18 @@ ], "text/plain": [ " Gold Copper Copper/Gold Ratio\n", - "Date \n", - "2023-05-24 1962.800049 3.5535 0.001810\n", - "2023-05-25 1943.099976 3.5805 0.001843" + "date \n", + "2023-11-20 2002.199951 3.7965 0.001896\n", + "2023-11-27 2011.800049 3.7625 0.001870" ] }, - "execution_count": 14, + "execution_count": 64, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "data[\"Copper/Gold Ratio\"] = data['Copper']/data['Gold']\n", + "data[\"Copper/Gold Ratio\"] = data[\"Copper\"]/data[\"Gold\"]\n", "\n", "data.tail(2)" ] @@ -215,7 +217,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 65, "metadata": {}, "outputs": [ { @@ -244,7 +246,7 @@ " Copper/Gold Ratio\n", " \n", " \n", - " Date\n", + " date\n", " \n", " \n", " \n", @@ -252,16 +254,16 @@ " \n", " \n", " \n", - " 2023-05-24\n", - " 1962.800049\n", - " 3.5535\n", - " 1.810424\n", + " 2023-11-20\n", + " 2002.199951\n", + " 3.7965\n", + " 1.896164\n", " \n", " \n", - " 2023-05-25\n", - " 1943.099976\n", - " 3.5805\n", - " 1.842674\n", + " 2023-11-27\n", + " 2011.800049\n", + " 3.7625\n", + " 1.870216\n", " \n", " \n", "\n", @@ -269,18 +271,18 @@ ], "text/plain": [ " Gold Copper Copper/Gold Ratio\n", - "Date \n", - "2023-05-24 1962.800049 3.5535 1.810424\n", - "2023-05-25 1943.099976 3.5805 1.842674" + "date \n", + "2023-11-20 2002.199951 3.7965 1.896164\n", + "2023-11-27 2011.800049 3.7625 1.870216" ] }, - "execution_count": 15, + "execution_count": 65, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "data[\"Copper/Gold Ratio\"] = (data['Copper']/data['Gold']) * 1000\n", + "data[\"Copper/Gold Ratio\"] = (data[\"Copper\"]/data[\"Gold\"]) * 1000\n", "\n", "data.tail(2)" ] @@ -290,12 +292,12 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Now let's add a column for the daily 10 Year US Treasury Yield. This can be requested using the `fred` function within the `economy` module. The first line in the block below requests the data, the second assigns it to a column in the target DataFrame." + "Now let's add a column for the daily 10 Year US Treasury Yield. This can be requested using the `fred_series` function within the `economy` module. The first line in the block below requests the data, the second assigns it to a column in the target DataFrame." ] }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 67, "metadata": {}, "outputs": [ { @@ -325,7 +327,7 @@ " US 10-Year Constant Maturity\n", " \n", " \n", - " Date\n", + " date\n", " \n", " \n", " \n", @@ -334,18 +336,18 @@ " \n", " \n", " \n", - " 2000-08-30\n", - " 273.899994\n", - " 0.885\n", - " 3.231106\n", - " 5.81\n", + " 2000-08-28\n", + " 277.000000\n", + " 0.889\n", + " 3.209386\n", + " 5.78\n", " \n", " \n", - " 2000-08-31\n", - " 278.299988\n", - " 0.885\n", - " 3.180022\n", - " 5.73\n", + " 2000-09-04\n", + " 273.299988\n", + " 0.912\n", + " 3.336992\n", + " 5.68\n", " \n", " \n", "\n", @@ -353,24 +355,31 @@ ], "text/plain": [ " Gold Copper Copper/Gold Ratio \\\n", - "Date \n", - "2000-08-30 273.899994 0.885 3.231106 \n", - "2000-08-31 278.299988 0.885 3.180022 \n", + "date \n", + "2000-08-28 277.000000 0.889 3.209386 \n", + "2000-09-04 273.299988 0.912 3.336992 \n", "\n", " US 10-Year Constant Maturity \n", - "Date \n", - "2000-08-30 5.81 \n", - "2000-08-31 5.73 " + "date \n", + "2000-08-28 5.78 \n", + "2000-09-04 5.68 " ] }, - "execution_count": 16, + "execution_count": 67, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "us10year = openbb.economy.fred(['DGS10'])[0]\n", - "data['US 10-Year Constant Maturity'] = us10year[\"2000-08-30\":]\n", + "us10year = obb.economy.fred_series(\n", + " \"DGS10\",\n", + " frequency=\"wem\",\n", + " start_date=\"2000-08-28\",\n", + " end_date=\"2023-11-27\"\n", + ").to_df()[[\"DGS10\"]]\n", + "\n", + "us10year.index = us10year.index.strftime(\"%Y-%m-%d\")\n", + "data[\"US 10-Year Constant Maturity\"] = us10year[\"DGS10\"]\n", "\n", "data.head(2)" ] @@ -385,7 +394,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 72, "metadata": {}, "outputs": [ { @@ -399,22863 +408,4871 @@ "name": "Copper/Gold Ratio (x1000) %", "type": "scatter", "x": [ - 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0, 0.5)", + "font": { + "size": 15 + } + }, + "legend3": { + "bgcolor": "rgba(0, 0, 0, 0.5)", + "font": { + "size": 15 + } + }, + "legend4": { + "bgcolor": "rgba(0, 0, 0, 0.5)", + "font": { + "size": 15 + } + }, + "legend5": { + "bgcolor": "rgba(0, 0, 0, 0.5)", + "font": { + "size": 15 + } + }, "mapbox": { "style": "dark" }, @@ -24168,15 +6209,16 @@ } ], "source": [ - "fig = OpenBBFigure()\n", + "\n", + "fig = go.Figure()\n", "fig.add_scatter(x=data.index, y=data[\"Copper/Gold Ratio\"], name=\"Copper/Gold Ratio (x1000) %\")\n", "fig.add_scatter(x=data.index, y=data[\"US 10-Year Constant Maturity\"], name=\"US 10-Year Constant Maturity %\")\n", - "fig.update({'layout': \n", - " {'xaxis': {'title': 'Date'},\n", - " 'yaxis': {'title': '%'},\n", - " 'title': 'Copper/Gold Ratio vs. US 10-Year Constant Maturity',\n", - " 'title_y':0.90,\n", - " 'title_x':0.5,\n", + "fig.update({\"layout\":\n", + " {\"xaxis\": {\"title\": \"Date\"},\n", + " \"yaxis\": {\"title\": \"%\"},\n", + " \"title\": \"Copper/Gold Ratio vs. US 10-Year Constant Maturity\",\n", + " \"title_y\":0.90,\n", + " \"title_x\":0.5,\n", "}})\n", "fig.update_layout(\n", " legend=dict(\n", @@ -24193,70737 +6235,5022 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "There is another way to create the figure object for the chart. Let's use the `plot` function from the `forecast` module to demonstrate." + "What we have currently is the price relationship between one Troy ounce of gold and one pound of copper. As we described the copper-to-gold ratio as the price-per-ounce of each, some adjustments are required to be true to the definition.\n", + "\n", + "- 1 ounce = 0.911458 Troy ounces\n", + "- 1 pound = 16 ounces\n", + " \n", + "To adjust the gold price as USD/ounce, multiply each row by 0.911458. To adjust the copper price, divide each row by 16." + ] + }, + { + "cell_type": "code", + "execution_count": 78, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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GoldCopperCopper/Gold RatioUS 10-Year Constant MaturityCopper/Gold Ratio per Ounce (x1000) %
date
2023-11-202002.1999513.79651.8961644.420.130023
2023-11-272011.8000493.76251.870216NaN0.128243
\n", + "
" + ], + "text/plain": [ + " Gold Copper Copper/Gold Ratio \\\n", + "date \n", + "2023-11-20 2002.199951 3.7965 1.896164 \n", + "2023-11-27 2011.800049 3.7625 1.870216 \n", + "\n", + " US 10-Year Constant Maturity \\\n", + "date \n", + "2023-11-20 4.42 \n", + "2023-11-27 NaN \n", + "\n", + " Copper/Gold Ratio per Ounce (x1000) % \n", + "date \n", + "2023-11-20 0.130023 \n", + "2023-11-27 0.128243 " + ] + }, + "execution_count": 78, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data[\"Copper/Gold Ratio per Ounce (x1000) %\"] = (\n", + " ((data[\"Copper\"]/16)/(data[\"Gold\"]*0.911458))*1000\n", + ")\n", + "\n", + "data.tail(2)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Each y-axis requires its own DataFrame, so let's make one for each next." + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [], + "source": [ + "y1 = pd.DataFrame(data[\"Copper/Gold Ratio per Ounce (x1000) %\"])\n", + "y2 = pd.DataFrame(data[\"US 10-Year Constant Maturity\"])\n", + "fig = show_plot(y1, y2, external_axes = True)" ] }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 85, "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { - "displaylogo": false, - "plotlyServerURL": "https://plot.ly", - "scrollZoom": true + "plotlyServerURL": "https://plot.ly" }, "data": [ { - "hovertemplate": "%{y}", - "name": "Copper/Gold Ratio", + "name": "Copper/Gold Ratio (x1000) %", "type": "scatter", "x": [ - "2000-08-30T00:00:00", - "2000-08-31T00:00:00", - "2000-09-01T00:00:00", - "2000-09-05T00:00:00", - "2000-09-06T00:00:00", - "2000-09-07T00:00:00", - "2000-09-08T00:00:00", - "2000-09-11T00:00:00", - "2000-09-12T00:00:00", - "2000-09-13T00:00:00", - "2000-09-14T00:00:00", - "2000-09-15T00:00:00", - "2000-09-18T00:00:00", - "2000-09-19T00:00:00", - "2000-09-20T00:00:00", - "2000-09-21T00:00:00", - "2000-09-22T00:00:00", - 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- "value": "%Y-%m-%d" - } - ], - "title": { - "text": "Date" - }, - "type": "date" - }, - "yaxis": { - "title": { - "text": "%" - } - } - } - } - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fig.update({'layout': \n", - " {'xaxis': {'title': 'Date'},\n", - " 'yaxis': {'title': '%'},\n", - " 'title': 'Copper/Gold Ratio vs. US 10-Year Constant Maturity',\n", - " 'title_y':0.98,\n", - " 'title_x':0.5,\n", - "}})\n", - "fig.update_layout(\n", - " legend=dict(\n", - " yanchor=\"top\",\n", - " y=1,\n", - " xanchor=\"right\",\n", - " x=1.0\n", - " ) \n", - ")" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "What we have currently is the price relationship between one Troy ounce of gold and one pound of copper. As we described the copper-to-gold ratio as the price-per-ounce of each, some adjustments are required to be true to the definition.\n", - "\n", - "- 1 ounce = 0.911458 Troy ounces\n", - "- 1 pound = 16 ounces\n", - " \n", - "To adjust the gold price as USD/ounce, multiply each row by 0.911458. To adjust the copper price, divide each row by 16." - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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" - ], - "text/plain": [ - " Gold Copper Copper/Gold Ratio \\\n", - "Date \n", - "2023-05-24 1962.800049 3.5535 1.810424 \n", - "2023-05-25 1943.099976 3.5805 1.842674 \n", - "\n", - " US 10-Year Constant Maturity \\\n", - "Date \n", - "2023-05-24 3.73 \n", - "2023-05-25 NaN \n", - "\n", - " Copper/Gold Ratio per Ounce (x1000) % \n", - "Date \n", - "2023-05-24 0.124143 \n", - "2023-05-25 0.126355 " - ] - }, - "execution_count": 25, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data['Copper/Gold Ratio per Ounce (x1000) %'] = (\n", - " ((data['Copper']/16)/(data['Gold']*0.911458))*1000\n", - ")\n", - "\n", - "data.tail(2)" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The conversion to a per-ounce relationship has decreased the number where it wouldn't compare well on the same y-axis. Let's import the plotting function from the `/economy` menu in the OpenBB Terminal." - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "metadata": {}, - "outputs": [], - "source": [ - "from openbb_terminal.economy.plot_view import show_plot " - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\u001b[0;31mSignature:\u001b[0m\n", - "\u001b[0mshow_plot\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\u001b[0m\n", - "\u001b[0;34m\u001b[0m \u001b[0mdataset_yaxis_1\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", - "\u001b[0;34m\u001b[0m \u001b[0mdataset_yaxis_2\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", - "\u001b[0;34m\u001b[0m \u001b[0mexport\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mstr\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m''\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", - "\u001b[0;34m\u001b[0m \u001b[0msheet_name\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mOptional\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mstr\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m''\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", - "\u001b[0;34m\u001b[0m \u001b[0mexternal_axes\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mbool\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mFalse\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", - "\u001b[0;34m\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;31mDocstring:\u001b[0m\n", - "The ability to plot any data coming from EconDB, FRED or Yahoo Finance.\n", - "\n", - "Parameters\n", - "----------\n", - "dataset_yaxis_1: pd.DataFrame\n", - " Data you wish to plot on the first y-axis.\n", - "dataset_yaxis_2 : pd.DataFrame\n", - " Data you wish to plot on the second y-axis.\n", - "external_axes : bool, optional\n", - " Whether to return the figure object or not, by default False\n", - "\n", - "Returns\n", - "-------\n", - "Plots the data.\n", - "\u001b[0;31mFile:\u001b[0m ~/GitHub/OpenBBTerminal/openbb_terminal/economy/plot_view.py\n", - "\u001b[0;31mType:\u001b[0m function" - ] - } - ], - "source": [ - "show_plot?" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Each y-axis requires its own DataFrame, so let's make one for each next." - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "metadata": {}, - "outputs": [], - "source": [ - "y1 = pd.DataFrame(data[\"Copper/Gold Ratio per Ounce (x1000) %\"])\n", - "y2 = pd.DataFrame(data[\"US 10-Year Constant Maturity\"])\n", - "fig = show_plot(y1, y2, external_axes = True)" - ] - }, - { - "cell_type": "code", - "execution_count": 24, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.plotly.v1+json": { - "config": { - "plotlyServerURL": "https://plot.ly" - }, - "data": [ - { - "hovertemplate": "%{y}", - "mode": "lines", - "name": "Copper/Gold Ratio per Ounce (x1000) %", - "type": "scatter", - "x": [ - "2000-08-30T00:00:00", - "2000-08-31T00:00:00", - "2000-09-01T00:00:00", - "2000-09-05T00:00:00", - "2000-09-06T00:00:00", - "2000-09-07T00:00:00", - "2000-09-08T00:00:00", - "2000-09-11T00:00:00", - "2000-09-12T00:00:00", - 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"annotations": [ - { - "font": { - "color": "gray", - "size": 17 - }, - "opacity": 0.5, - "showarrow": false, - "text": "OpenBB Terminal", - "x": 1, - "xanchor": "right", - "xref": "paper", - "xshift": 40, - "y": 0, - "yanchor": "bottom", - "yref": "paper", - "yshift": -80 - } - ], - "hoverdistance": 2, "legend": { - "x": 0.9, + "font": { + "size": 10 + }, + "x": 1, "xanchor": "right", "y": 1, "yanchor": "top" }, - "margin": { - "b": 80, - "l": 40, - "r": 50, - "t": 50 - }, - "modebar": { - "activecolor": "#d1030d", - "bgcolor": "#2A2A2A", - "color": "#FFFFFF", - "orientation": "v" - }, - "newshape": { - "line": { - "color": "gold" - } - }, - "spikedistance": 2, "template": { "data": { "bar": [ @@ -95666,7 +11993,7 @@ }, "hovermode": "x", "legend": { - "bgcolor": "rgba(0, 0, 0, 0)", + "bgcolor": "rgba(0, 0, 0, 0.5)", "font": { "size": 15 }, @@ -95675,6 +12002,30 @@ "y": 0.99, "yanchor": "top" }, + "legend2": { + "bgcolor": "rgba(0, 0, 0, 0.5)", + "font": { + "size": 15 + } + }, + "legend3": { + "bgcolor": "rgba(0, 0, 0, 0.5)", + "font": { + "size": 15 + } + }, + "legend4": { + "bgcolor": "rgba(0, 0, 0, 0.5)", + "font": { + "size": 15 + } + }, + "legend5": { + "bgcolor": "rgba(0, 0, 0, 0.5)", + "font": { + "size": 15 + } + }, "mapbox": { "style": "dark" }, @@ -95805,35 +12156,33 @@ "title": { "text": "Copper/Gold Ratio vs. US 10-Year Constant Maturity", "x": 0.5, - "y": 0.98 + "y": 0.9 }, "xaxis": { - "anchor": "y", - "domain": [ - 0, - 0.94 - ], "title": { "text": "Date" } }, "yaxis": { - "anchor": "x", - "domain": [ - 0, - 1 - ], + "position": 0, + "showgrid": false, "side": "left", "title": { - "text": "Copper/Gold Ratio" + "font": { + "size": 12 + }, + "text": "Copper/Gold Ratio (x1000) %" } }, "yaxis2": { - "anchor": "x", "overlaying": "y", + "position": 1, "side": "right", "title": { - "text": "10Y Yield" + "font": { + "size": 12 + }, + "text": "US 10-Year Constant Maturity %" } } } @@ -95844,22 +12193,31 @@ } ], "source": [ - "fig.update({'layout': \n", - " {'xaxis': {'title': 'Date'},\n", - " 'yaxis': {'title': 'Copper/Gold Ratio'},\n", - " 'yaxis2': {'title': '10Y Yield'},\n", - " 'title': 'Copper/Gold Ratio vs. US 10-Year Constant Maturity',\n", - " 'title_y':0.98,\n", - " 'title_x':0.5,\n", - "}})\n", + "fig = go.Figure()\n", + "\n", + "# Add the first scatter trace with its own y-axis\n", + "fig.add_scatter(x=data.index, y=data[\"Copper/Gold Ratio\"], name=\"Copper/Gold Ratio (x1000) %\", yaxis=\"y1\")\n", + "\n", + "# Add the second scatter trace with its own y-axis\n", + "fig.add_scatter(x=data.index, y=data[\"US 10-Year Constant Maturity\"], name=\"US 10-Year Constant Maturity %\", yaxis=\"y2\")\n", + "\n", + "# Update the layout to include the y-axes and their titles\n", "fig.update_layout(\n", - " legend=dict(\n", - " yanchor=\"top\",\n", - " y=1,\n", - " xanchor=\"right\",\n", - " x=0.9\n", - " )\n", - ")" + " yaxis=dict(title=\"Copper/Gold Ratio (x1000) %\", side=\"left\", position=0, titlefont=dict(size=12), showgrid=False),\n", + " yaxis2=dict(title=\"US 10-Year Constant Maturity %\", side=\"right\", overlaying=\"y\", position=1, titlefont=dict(size=12)),\n", + " xaxis=dict(title=\"Date\"),\n", + " title=\"Copper/Gold Ratio vs. US 10-Year Constant Maturity\",\n", + " title_y=0.90,\n", + " title_x=0.5,\n", + ")\n", + "\n", + "# Set the legend position\n", + "fig.update_layout(\n", + " legend=dict(yanchor=\"top\", y=1, xanchor=\"right\", x=1.0, font=dict(size=10))\n", + ")\n", + "\n", + "# Show the plot\n", + "fig.show()" ] }, { @@ -95867,7 +12225,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "There you have it, folks! The OpenBB SDK provides endless possibilities for creating unique indicators and analysis with the wide variety of data available at your fingertips. We love seeing the creations of users, so be sure to tag us on social media and show off your work." + "There you have it, folks! The OpenBB Platform provides endless possibilities for creating unique indicators and analysis with the wide variety of data available at your fingertips. We love seeing the creations of users, so be sure to tag us on social media and show off your work." ] } ], @@ -95887,7 +12245,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.8" + "version": "3.11.4" }, "orig_nbformat": 4 }, diff --git a/examples/financialStatements.ipynb b/examples/financialStatements.ipynb new file mode 100644 index 000000000000..9869ea122bfa --- /dev/null +++ b/examples/financialStatements.ipynb @@ -0,0 +1,1059 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Financial Statements in the OpenBB Platform\n", + "\n", + "OpenBB Platform data extensions provide access to financial statements as quarterly or annual. There are also endpoints for ratios and other common non-GAAP metrics. Most data providers require a subscription to access all data. Refer to the website of a specific provider for details on entitlements and coverage.\n", + "\n", + "Financial statement functions are grouped under the `obb.equity.fundamental` module.\n", + "\n", + "## Endpoints\n", + "\n", + "The typical financial statements consist of three endpoints:\n", + "\n", + "- Balance Sheet: `obb.equity.fundamental.balance()`\n", + "- Income Statement: `obb.equity.fundamental.income()`\n", + "- Cash Flow Statement: `obb.equity.fundamental.cash()`\n", + "\n", + "The main parameters are:\n", + "\n", + "- `symbol`: The company's symbol.\n", + "- `period`: 'annual' or 'quarter'. Default is 'annual'.\n", + "- `limit`: Limit the number of results returned, from the latest. Default is 5. For perspective, 150 will go back to 1985. The amount of historical records varies by provider.\n", + "\n", + "### Field Names\n", + "\n", + "Some considerations to keep in mind when working with financial statements data are:\n", + "\n", + "- Every data provider has their own way of parsing and organizing the three financial statements.\n", + "- Items within each statement will vary by source and by the type of company reporting.\n", + "- Names of line items will vary by source.\n", + "- \"Date\" values may differ because they are from the period starting/ending or date of reporting.\n", + "\n", + "This example highlights how different providers will have different labels for compnay facts." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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yfinancefmpintriniopolygon
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" + ], + "text/plain": [ + " yfinance fmp intrinio polygon\n", + "0 42779000000 42779000000 42779000000 42779000000\n", + "1 51248000000 51248000000 51248000000 51248000000\n", + "2 53811000000 53811000000 53811000000 53811000000\n", + "3 53335000000 53335000000 53335000000 53335000000" + ] + }, + "execution_count": 1, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from openbb import obb\n", + "import pandas as pd\n", + "\n", + "df = pd.DataFrame()\n", + "\n", + "df[\"yfinance\"] = (\n", + " obb.equity.fundamental.balance(\"TGT\", provider=\"yfinance\", limit=4)\n", + " .to_df()[\"TotalAssets\"].reset_index(drop=True)\n", + ")\n", + "\n", + "df[\"fmp\"] = (\n", + " obb.equity.fundamental.balance(\"TGT\", provider=\"fmp\", limit=4)\n", + " .to_df()[\"assets\"].convert_dtypes().reset_index(drop=True)\n", + ")\n", + "\n", + "df[\"intrinio\"] = (\n", + " obb.equity.fundamental.balance(\"TGT\", provider=\"intrinio\", limit=4)\n", + " .to_df()[\"total assets\"].convert_dtypes().reset_index(drop=True)\n", + ")\n", + "\n", + "df[\"polygon\"] = (\n", + " obb.equity.fundamental.balance(\"TGT\", provider=\"polygon\", limit=4)\n", + " .to_df()[\"total_assets\"].convert_dtypes().reset_index(drop=True)\n", + ")\n", + "\n", + "df\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Weighted Average Shares Outstanding\n", + "\n", + "This key metric will be found under the income statement. It might also be called, 'basic', and the numbers do not include authorized but unissued shares. A declining count over time is a sign that the company is returning capital to shareholders in the form of buy backs. Under ideal circumstances, it is more capital-efficient, for both company and shareholders, because distributions are double-taxed. The company pays income tax on paid dividends, and the beneficiary pays income tax again on receipt.\n", + "\n", + "A company will disclose how many shares are outstanding at the end of the period as a weighted average over the reporting period - three months.\n", + "\n", + "Let's take a look at Target. To make the numbers easier to read, we'll divide the entire column by one million." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "date\n", + "1986-07-31 1168.816\n", + "Name: weighted_average_shares_outstanding, dtype: float64" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "date\n", + "2023-10-31 461.6\n", + "Name: weighted_average_shares_outstanding, dtype: float64" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "data = (\n", + " obb.equity.fundamental.income(\"TGT\", provider=\"fmp\", limit=150, period=\"quarter\")\n", + " .to_df()\n", + ")\n", + "\n", + "shares = data[\"weighted_average_shares_outstanding\"]/1000000\n", + "\n", + "display(shares.head(1))\n", + "\n", + "display(shares.tail(1))\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Thirty-seven years later, the share count is approaching a two-thirds reduction. 12.2% over the past five years. In four reporting periods, 1.3 million shares have been taken out of the float." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "-0.12226659060657907" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "-1.3000000000000114" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "display(shares.pct_change(20).iloc[-1])\n", + "\n", + "display(shares.iloc[-4] - shares.iloc[-1])\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "With an average closing price of $143.37, that represents approximately $190M in buy backs." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "187.55" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "price = (\n", + " obb.equity.price.historical(\"TGT\", start_date=\"2022-10-01\", provider=\"fmp\")\n", + " .to_df()\n", + ")\n", + "\n", + "round((price[\"close\"].mean()*1300000)/1000000, 2)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Dividends Paid\n", + "\n", + "Dividends paid is in the cash flow statement. We can calculate the amount-per-share with the reported data." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "date\n", + "2023-01-28 -1.079731\n", + "2023-04-29 -1.078325\n", + "2023-07-29 -1.081023\n", + "2023-10-31 -1.098354\n", + "Name: div_per_share, dtype: float64" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dividends = (\n", + " obb.equity.fundamental.cash(\"TGT\", provider=\"fmp\", limit=150, period=\"quarter\")\n", + " .to_df()[[\"dividends_paid\"]]\n", + ")\n", + "\n", + "dividends[\"shares\"] = data[\"weighted_average_shares_outstanding\"]\n", + "dividends[\"div_per_share\"] = dividends[\"dividends_paid\"]/dividends[\"shares\"]\n", + "\n", + "dividends[\"div_per_share\"].tail(4)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This can be compared against the real amounts paid to common share holders, as announced. Note that the dates above represent the report date, and that dividends paid are attributed to the quarter they were paid in. The value from \"2023-01-28\" equates to the fourth quarter of 2022." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "date\n", + "2022-11-15 1.08\n", + "2023-02-14 1.08\n", + "2023-05-16 1.08\n", + "2023-08-15 1.10\n", + "Name: dividend, dtype: float64" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "(\n", + " obb.equity.fundamental.dividends(\"TGT\", provider=\"fmp\")\n", + " .to_df()[\"dividend\"]\n", + " .loc[\"2022-11-15\":\"2023-08-15\"]\n", + ")\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The numbers check out, and the $2B paid to investors over four quarters is more than ten times the $190M returned through share buy backs.\n", + "\n", + "### Financial Attributes\n", + "\n", + "The `openbb-intrinio` data extension has an endpoint for extracting a single fact from financial statements. There is a helper function for looking up the correct `tag`.\n", + "\n", + "#### Search Financial Attributes\n", + "\n", + "Search attributes by keyword." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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idnametagstatement_codestatement_typeparent_namesequencefactortransactiontypeunit
0tag_BgkbWyMarket CapitalizationmarketcapcalculationsindustrialNoneNaNNoneNonevaluationusd
1tag_kylOqzMarket CapitalizationmarketcapcalculationsfinancialNoneNaNNoneNonevaluationusd
2tag_XLRlqyMarket Sectormarket_sectorcurrentNoneNoneNaNNoneNonesecuritystring
3tag_2gBA8yMarket Categorymarket_categorycurrentNoneNoneNaNNoneNonesecuritystring
4tag_DzonXeMarketing Expensemarketingexpenseincome_statementindustrialtotaloperatingexpenses9.0+debitincome_statement_metricusd
....................................
95tag_nzJAmXTotal Long-Term DebtltdebtandcapleasescalculationsfinancialNoneNaNNoneNonemetricusd
96tag_9XaL5gOther Net Changes in Cashothernetchangesincashcash_flow_statementindustrialnetchangeincash33.0+debitcash_flow_statement_metricusd
97tag_5X7p6zOther Net Changes in Cashothernetchangesincashcash_flow_statementfinancialnetchangeincash37.0+debitcash_flow_statement_metricusd
98tag_qzEwngChanges in Operating Assets and Liabilities, netincreasedecreaseinoperatingcapitalcash_flow_statementfinancialnetcashfromcontinuingoperatingactivities8.0+debitcash_flow_statement_metricusd
99tag_pgVB2gChanges in Operating Assets and Liabilities, netincreasedecreaseinoperatingcapitalcash_flow_statementindustrialnetcashfromcontinuingoperatingactivities7.0+debitcash_flow_statement_metricusd
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100 rows × 11 columns

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" + ], + "text/plain": [ + " id name \\\n", + "0 tag_BgkbWy Market Capitalization \n", + "1 tag_kylOqz Market Capitalization \n", + "2 tag_XLRlqy Market Sector \n", + "3 tag_2gBA8y Market Category \n", + "4 tag_DzonXe Marketing Expense \n", + ".. ... ... \n", + "95 tag_nzJAmX Total Long-Term Debt \n", + "96 tag_9XaL5g Other Net Changes in Cash \n", + "97 tag_5X7p6z Other Net Changes in Cash \n", + "98 tag_qzEwng Changes in Operating Assets and Liabilities, net \n", + "99 tag_pgVB2g Changes in Operating Assets and Liabilities, net \n", + "\n", + " tag statement_code statement_type \\\n", + "0 marketcap calculations industrial \n", + "1 marketcap calculations financial \n", + "2 market_sector current None \n", + "3 market_category current None \n", + "4 marketingexpense income_statement industrial \n", + ".. ... ... ... \n", + "95 ltdebtandcapleases calculations financial \n", + "96 othernetchangesincash cash_flow_statement industrial \n", + "97 othernetchangesincash cash_flow_statement financial \n", + "98 increasedecreaseinoperatingcapital cash_flow_statement financial \n", + "99 increasedecreaseinoperatingcapital cash_flow_statement industrial \n", + "\n", + " parent_name sequence factor transaction \\\n", + "0 None NaN None None \n", + "1 None NaN None None \n", + "2 None NaN None None \n", + "3 None NaN None None \n", + "4 totaloperatingexpenses 9.0 + debit \n", + ".. ... ... ... ... \n", + "95 None NaN None None \n", + "96 netchangeincash 33.0 + debit \n", + "97 netchangeincash 37.0 + debit \n", + "98 netcashfromcontinuingoperatingactivities 8.0 + debit \n", + "99 netcashfromcontinuingoperatingactivities 7.0 + debit \n", + "\n", + " type unit \n", + "0 valuation usd \n", + "1 valuation usd \n", + "2 security string \n", + "3 security string \n", + "4 income_statement_metric usd \n", + ".. ... ... \n", + "95 metric usd \n", + "96 cash_flow_statement_metric usd \n", + "97 cash_flow_statement_metric usd \n", + "98 cash_flow_statement_metric usd \n", + "99 cash_flow_statement_metric usd \n", + "\n", + "[100 rows x 11 columns]" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "(\n", + " obb.equity.fundamental.search_attributes(\"marketcap\")\n", + " .to_df()\n", + ")\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The `tag` is what we need, in this case it is what we searched for." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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value
date
2022-12-316.692963e+10
2023-03-317.502370e+10
2023-06-305.991695e+10
2023-09-305.061437e+10
2023-11-226.049500e+10
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" + ], + "text/plain": [ + " value\n", + "date \n", + "2022-12-31 6.692963e+10\n", + "2023-03-31 7.502370e+10\n", + "2023-06-30 5.991695e+10\n", + "2023-09-30 5.061437e+10\n", + "2023-11-22 6.049500e+10" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "marketcap = (\n", + " obb.equity.fundamental.historical_attributes(symbol=\"TGT\", tag = \"marketcap\", period=\"quarter\")\n", + " .to_df()\n", + ")\n", + "\n", + "marketcap.tail(5)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Doing some quick math, and ignoring the most recent value, we can see that the market cap of Target was down nearly a quarter over the last four reporting periods." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "-0.24376733082703084" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "(\n", + " (marketcap.loc[\"2023-09-30\"] - marketcap.loc[\"2022-12-31\"])/marketcap.loc[\"2022-12-31\"]\n", + ").value\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Ratios and Other Metrics\n", + "\n", + "Other valuation functions are derivatives of the financial statements, but the data provider does the math. Values are typically ratios between line items, on a per-share basis, or as a percent growth.\n", + "\n", + "This data set is where you can find EPS, FCF, P/B, EBIT, quick ratio, etc.\n", + "\n", + "### Quick Ratio\n", + "\n", + "Target's quick ratio could be one reason why its share price is losing traction against the market. Its ability to pay current obligations is not optimistically reflected in a 0.27 score, approximately 50% below the historical median." + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'Current Quick Ratio: 0.2701'" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "'Median Quick Ratio: 0.5844'" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ratios = (\n", + " obb.equity.fundamental.ratios(\"TGT\", limit=50, provider=\"fmp\")\n", + " .to_df()\n", + ")\n", + "\n", + "display(f\"Current Quick Ratio: {round(ratios['quick_ratio'].iloc[-1], 4)}\")\n", + "display(f\"Median Quick Ratio: {round(ratios['quick_ratio'].median(), 4)}\")\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Free Cash Flow Yield\n", + "\n", + "The `metrics` endpoint, with the `openbb-fmp` data extension, has a field for free cash flow yield. It is calculated by taking the free cash flow per share divided by the current share price. We could arrive at this answer by writing some code, but these types of endpoints do the work so we don't have to. This is part of the value-add that API data distributors provide, they allow you to get straight to work with data.\n", + "\n", + "We'll use this endpoint to extract the data, and compare with some of Target's competition over the last ten years." + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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calendar_year2023202220212020201920182017201620152014
Costco Wholesale Corporation0.0279220.0148600.0265820.0393510.0259060.0274380.0608840.0089410.0307410.037483
BJ's Wholesale Club Holdings, Inc.NaN0.0447090.0672130.1135510.0566300.0911070.0261860.0658710.016947NaN
Dollar Tree, Inc.NaN0.0107560.0139570.0756270.0403380.0412520.0340690.0634650.0166020.041047
Dollar General CorporationNaN0.0082560.0375070.0589730.0369220.0461970.0426090.0507760.0395240.046052
Walmart Inc.0.0312430.0283720.0654620.0445910.0620230.0572750.1010380.0735060.0597120.041544
Big Lots, Inc.NaN-0.5504690.0252620.1157570.069464-0.1118530.0372190.1007210.1104430.089253
Macy's, Inc.NaN0.0504730.2709800.0391110.0913010.1014260.1557610.0989930.0656340.072322
Kohl's CorporationNaN-0.1439610.1896770.1479680.1194920.1397990.0961370.1987900.0816520.110697
The TJX Companies, Inc.0.0271590.0234970.0517690.0401670.0488270.0399350.0536970.0433280.0464420.040643
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" + ], + "text/plain": [ + "calendar_year 2023 2022 2021 2020 \\\n", + "Costco Wholesale Corporation 0.027922 0.014860 0.026582 0.039351 \n", + "BJ's Wholesale Club Holdings, Inc. NaN 0.044709 0.067213 0.113551 \n", + "Dollar Tree, Inc. NaN 0.010756 0.013957 0.075627 \n", + "Dollar General Corporation NaN 0.008256 0.037507 0.058973 \n", + "Walmart Inc. 0.031243 0.028372 0.065462 0.044591 \n", + "Big Lots, Inc. NaN -0.550469 0.025262 0.115757 \n", + "Macy's, Inc. NaN 0.050473 0.270980 0.039111 \n", + "Kohl's Corporation NaN -0.143961 0.189677 0.147968 \n", + "The TJX Companies, Inc. 0.027159 0.023497 0.051769 0.040167 \n", + "\n", + "calendar_year 2019 2018 2017 2016 \\\n", + "Costco Wholesale Corporation 0.025906 0.027438 0.060884 0.008941 \n", + "BJ's Wholesale Club Holdings, Inc. 0.056630 0.091107 0.026186 0.065871 \n", + "Dollar Tree, Inc. 0.040338 0.041252 0.034069 0.063465 \n", + "Dollar General Corporation 0.036922 0.046197 0.042609 0.050776 \n", + "Walmart Inc. 0.062023 0.057275 0.101038 0.073506 \n", + "Big Lots, Inc. 0.069464 -0.111853 0.037219 0.100721 \n", + "Macy's, Inc. 0.091301 0.101426 0.155761 0.098993 \n", + "Kohl's Corporation 0.119492 0.139799 0.096137 0.198790 \n", + "The TJX Companies, Inc. 0.048827 0.039935 0.053697 0.043328 \n", + "\n", + "calendar_year 2015 2014 \n", + "Costco Wholesale Corporation 0.030741 0.037483 \n", + "BJ's Wholesale Club Holdings, Inc. 0.016947 NaN \n", + "Dollar Tree, Inc. 0.016602 0.041047 \n", + "Dollar General Corporation 0.039524 0.046052 \n", + "Walmart Inc. 0.059712 0.041544 \n", + "Big Lots, Inc. 0.110443 0.089253 \n", + "Macy's, Inc. 0.065634 0.072322 \n", + "Kohl's Corporation 0.081652 0.110697 \n", + "The TJX Companies, Inc. 0.046442 0.040643 " + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# List of other retail chains\n", + "tickers = [\"COST\", \"BJ\", \"DLTR\", \"DG\", \"WMT\", \"BIG\", \"M\", \"KSS\", \"TJX\"]\n", + "\n", + "# Create a dictionary of tickers and company names.\n", + "names = {\n", + " ticker: obb.equity.fundamental.overview(ticker, provider=\"fmp\").results.company_name\n", + " for ticker in tickers\n", + "}\n", + "# Create a column for each.\n", + "fcf_yield = pd.DataFrame()\n", + "for ticker in tickers:\n", + " fcf_yield[names[ticker]] = (\n", + " obb.equity.fundamental.metrics(ticker, provider=\"fmp\", period=\"annual\", limit=10)\n", + " .to_df()\n", + " .reset_index()\n", + " .set_index(\"calendar_year\")\n", + " .sort_index(ascending=False)\n", + " [\"free_cash_flow_yield\"]\n", + " )\n", + "fcf_yield.transpose()\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "There are more usage examples on our [website](https://docs.openbb.co/platform/usage)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "obb-sdk4", + "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": "3.11.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/examples/findSymbols.ipynb b/examples/findSymbols.ipynb new file mode 100644 index 000000000000..1a4eeb196fd3 --- /dev/null +++ b/examples/findSymbols.ipynb @@ -0,0 +1,1409 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Finding Symbols\n", + "\n", + "\n", + "Finding the ticker symbol, security identifier, the sector, and other metadata is easy if you know where to look. This guide is intended to introduce some methods for searching, screening, and discovery.\n", + "\n", + "For maximum coverage and functionality, install OpenBB with `[all]` packages.\n", + "\n", + "The examples here will assume that the OpenBB Platform has been installed, the environment is active, and it has been imported into a Python session. If the installation is fresh, or an extension was just installed, the Python interface will need to be rebuilt. It will only take a few moments to complete." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "from openbb import obb\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The simplest way to find tickers for a company is with a simple fuzzy query.\n", + "\n", + "## Search the SEC\n", + "\n", + "Perform a quick search using the `openbb-sec` provider.\n", + "\n", + "### Find a Company\n", + "\n", + "Use an empty string, `\"\"`, to return the complete list - over 10,000." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "10840" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "all_companies = obb.equity.search(\"\", provider=\"sec\")\n", + "\n", + "len(all_companies.results)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The SEC sorts this list by market cap. Applying the `to_df()` method to `all_companies` will show Apple on top" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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symbolnamecik
0AAPLApple Inc.320193
1MSFTMICROSOFT CORP789019
2GOOGLAlphabet Inc.1652044
3AMZNAMAZON COM INC1018724
4NVDANVIDIA CORP1045810
5METAMeta Platforms, Inc.1326801
6BRK-BBERKSHIRE HATHAWAY INC1067983
7TSLATesla, Inc.1318605
8LLYELI LILLY & Co59478
9VVISA INC.1403161
\n", + "
" + ], + "text/plain": [ + " symbol name cik\n", + "0 AAPL Apple Inc. 320193\n", + "1 MSFT MICROSOFT CORP 789019\n", + "2 GOOGL Alphabet Inc. 1652044\n", + "3 AMZN AMAZON COM INC 1018724\n", + "4 NVDA NVIDIA CORP 1045810\n", + "5 META Meta Platforms, Inc. 1326801\n", + "6 BRK-B BERKSHIRE HATHAWAY INC 1067983\n", + "7 TSLA Tesla, Inc. 1318605\n", + "8 LLY ELI LILLY & Co 59478\n", + "9 V VISA INC. 1403161" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "all_companies.to_df().head(10)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Find an Institution\n", + "\n", + "Some reporting companies, like invesment trusts and insurance companies, do not have a ticker symbol directly associated with them. Filers in the US will have a CIK number, used to retrieve documents from the SEC." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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namecik
0BERKSHIRE HATHAWAY ENERGY CO0001081316
1BERKSHIRE HATHAWAY FINANCE CORP0001274791
2BERKSHIRE HATHAWAY HOMESTATE INSURANCE CO.0000829771
3BERKSHIRE HATHAWAY INC /DE/0000109694
4BERKSHIRE HATHAWAY INC/DE0000109694
5BERKSHIRE HATHAWAY INC0001067983
6BERKSHIRE HATHAWAY LIFE INSURANCE CO OF NEBRASKA0001015867
7LMZ & BERKSHIRE HATHAWAY CO0001652795
\n", + "
" + ], + "text/plain": [ + " name cik\n", + "0 BERKSHIRE HATHAWAY ENERGY CO 0001081316\n", + "1 BERKSHIRE HATHAWAY FINANCE CORP 0001274791\n", + "2 BERKSHIRE HATHAWAY HOMESTATE INSURANCE CO. 0000829771\n", + "3 BERKSHIRE HATHAWAY INC /DE/ 0000109694\n", + "4 BERKSHIRE HATHAWAY INC/DE 0000109694\n", + "5 BERKSHIRE HATHAWAY INC 0001067983\n", + "6 BERKSHIRE HATHAWAY LIFE INSURANCE CO OF NEBRASKA 0001015867\n", + "7 LMZ & BERKSHIRE HATHAWAY CO 0001652795" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "instututions = obb.regulators.sec.institutions_search(\"Berkshire Hathaway\").to_df()\n", + "instututions\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Find a Filing\n", + "\n", + "Search for filings by CIK or ticker symbol." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "type 13F-NT\n", + "link https://www.sec.gov/Archives/edgar/data/000082...\n", + "report_date 2023-09-30\n", + "accepted_date 2023-11-14 16:15:06+00:00\n", + "act 34\n", + "items \n", + "primary_doc_description \n", + "primary_doc xslForm13F_X02/primary_doc.xml\n", + "accession_number 0000950123-23-010929\n", + "file_number 028-02226\n", + "film_number 231406391\n", + "is_inline_xbrl 0\n", + "is_xbrl 0\n", + "size 2960\n", + "complete_submission_url https://www.sec.gov/Archives/edgar/data/000082...\n", + "filing_detail_url https://www.sec.gov/Archives/edgar/data/000082...\n", + "Name: 2023-11-14 00:00:00, dtype: object" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "homestate_filings = obb.equity.fundamental.filings(cik=\"0000829771\", provider=\"sec\")\n", + "\n", + "homestate_filings.to_df().iloc[-1]\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Or, search by form type." + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "type 4\n", + "link https://www.sec.gov/Archives/edgar/data/000032...\n", + "report_date 2023-11-10\n", + "accepted_date 2023-11-14 18:31:09+00:00\n", + "act \n", + "items \n", + "primary_doc_description FORM 4\n", + "primary_doc xslF345X05/wk-form4_1700004649.xml\n", + "accession_number 0000320193-23-000109\n", + "file_number \n", + "film_number \n", + "is_inline_xbrl 0\n", + "is_xbrl 0\n", + "size 5066\n", + "complete_submission_url https://www.sec.gov/Archives/edgar/data/000032...\n", + "filing_detail_url https://www.sec.gov/Archives/edgar/data/000032...\n", + "Name: 2023-11-14 00:00:00, dtype: object" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "aapl_filings = obb.equity.fundamental.filings(\"AAPL\", type=\"4\", provider=\"sec\")\n", + "\n", + "aapl_filings.to_df().iloc[-1]\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Screen Markets\n", + "\n", + "Screeners provide a targeted search, a tool for comparison and discovery. Find stocks from around the world with the screener endpoint, and the `openbb-fmp` provider.\n", + "\n", + "### Find Stocks From India" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1822" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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symbolnamemarket_capsectorindustrybetapricelast_annual_dividendvolumeexchangeexchange_namecountryis_etfactively_trading
0RELIANCE.NSReliance Industries Limited15895961017165EnergyOil & Gas Refining & Marketing0.7214092349.3592244671NSENational Stock Exchange of IndiaINFalseTrue
1TCS.NSTata Consultancy Services Limited12878392323686TechnologyInformation Technology Services0.5283519.6361473232NSENational Stock Exchange of IndiaINFalseTrue
2HDFCBANK.NSHDFC Bank Limited11345550050918Financial ServicesBanks—Regional0.7142851505.2199665132NSENational Stock Exchange of IndiaINFalseTrue
3ICICIBANK.NSICICI Bank Limited6456176076595Financial ServicesBanks—Regional0.808921.45810561389NSENational Stock Exchange of IndiaINFalseTrue
4INFY.NSInfosys Limited5945857635942TechnologyInformation Technology Services0.5961436.6363584088NSENational Stock Exchange of IndiaINFalseTrue
\n", + "
" + ], + "text/plain": [ + " symbol name market_cap \\\n", + "0 RELIANCE.NS Reliance Industries Limited 15895961017165 \n", + "1 TCS.NS Tata Consultancy Services Limited 12878392323686 \n", + "2 HDFCBANK.NS HDFC Bank Limited 11345550050918 \n", + "3 ICICIBANK.NS ICICI Bank Limited 6456176076595 \n", + "4 INFY.NS Infosys Limited 5945857635942 \n", + "\n", + " sector industry beta price \\\n", + "0 Energy Oil & Gas Refining & Marketing 0.721409 2349.35 \n", + "1 Technology Information Technology Services 0.528 3519.6 \n", + "2 Financial Services Banks—Regional 0.714285 1505.2 \n", + "3 Financial Services Banks—Regional 0.808 921.45 \n", + "4 Technology Information Technology Services 0.596 1436.6 \n", + "\n", + " last_annual_dividend volume exchange exchange_name \\\n", + "0 9 2244671 NSE National Stock Exchange of India \n", + "1 36 1473232 NSE National Stock Exchange of India \n", + "2 19 9665132 NSE National Stock Exchange of India \n", + "3 8 10561389 NSE National Stock Exchange of India \n", + "4 36 3584088 NSE National Stock Exchange of India \n", + "\n", + " country is_etf actively_trading \n", + "0 IN False True \n", + "1 IN False True \n", + "2 IN False True \n", + "3 IN False True \n", + "4 IN False True " + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "results = obb.equity.screener(country=\"IN\", provider=\"fmp\").to_df()\n", + "display(len(results))\n", + "results.head(5).convert_dtypes()\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Search by Sector" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "190" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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symbolnamemarket_capsectorindustrybetapricelast_annual_dividendvolumeexchangeexchange_namecountryis_etfactively_trading
0HDFCBANK.NSHDFC Bank Limited11345550050918Financial ServicesBanks—Regional0.7142851505.219.09665132NSENational Stock Exchange of IndiaINFalseTrue
1ICICIBANK.NSICICI Bank Limited6456176076595Financial ServicesBanks—Regional0.808921.458.010561389NSENational Stock Exchange of IndiaINFalseTrue
2SBIN.NSState Bank of India5031248625920Financial ServicesBanks—Regional0.74563.7511.312710950NSENational Stock Exchange of IndiaINFalseTrue
3BAJFINANCE.NSBajaj Finance Limited4282998873754Financial ServicesCredit Services0.9477068.630.01901753NSENational Stock Exchange of IndiaINFalseTrue
4LICI.NSLife Insurance Corporation of India3870900117504Financial ServicesInsurance—Life<NA>612.03.0500820NSENational Stock Exchange of IndiaINFalseTrue
\n", + "
" + ], + "text/plain": [ + " symbol name market_cap \\\n", + "0 HDFCBANK.NS HDFC Bank Limited 11345550050918 \n", + "1 ICICIBANK.NS ICICI Bank Limited 6456176076595 \n", + "2 SBIN.NS State Bank of India 5031248625920 \n", + "3 BAJFINANCE.NS Bajaj Finance Limited 4282998873754 \n", + "4 LICI.NS Life Insurance Corporation of India 3870900117504 \n", + "\n", + " sector industry beta price \\\n", + "0 Financial Services Banks—Regional 0.714285 1505.2 \n", + "1 Financial Services Banks—Regional 0.808 921.45 \n", + "2 Financial Services Banks—Regional 0.74 563.75 \n", + "3 Financial Services Credit Services 0.947 7068.6 \n", + "4 Financial Services Insurance—Life 612.0 \n", + "\n", + " last_annual_dividend volume exchange exchange_name \\\n", + "0 19.0 9665132 NSE National Stock Exchange of India \n", + "1 8.0 10561389 NSE National Stock Exchange of India \n", + "2 11.3 12710950 NSE National Stock Exchange of India \n", + "3 30.0 1901753 NSE National Stock Exchange of India \n", + "4 3.0 500820 NSE National Stock Exchange of India \n", + "\n", + " country is_etf actively_trading \n", + "0 IN False True \n", + "1 IN False True \n", + "2 IN False True \n", + "3 IN False True \n", + "4 IN False True " + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sector_results = obb.equity.screener(country=\"IN\", sector=\"Financial Services\", provider=\"fmp\").to_df()\n", + "display(len(sector_results))\n", + "sector_results.head(5).convert_dtypes()\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Search by Industry" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "119" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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symbolnamemarket_capsectorindustrybetapricelast_annual_dividendvolumeexchangeexchange_namecountryis_etfactively_trading
0PAGEIND.NSPage Industries Limited418555116755Consumer CyclicalApparel Manufacturing0.46237525.45300.011199NSENational Stock Exchange of IndiaINFalseTrue
1KPRMILL.NSK.P.R. Mill Limited284132900800Consumer CyclicalApparel Manufacturing0.689831.254.15342210NSENational Stock Exchange of IndiaINFalseTrue
2ABFRL.NSAditya Birla Fashion and Retail Limited203500974285Consumer CyclicalApparel Manufacturing0.152214.4<NA>1363689NSENational Stock Exchange of IndiaINFalseTrue
3TRIDENT.NSTrident Limited189060118374Consumer CyclicalTextile Manufacturing0.53237.10.367863777NSENational Stock Exchange of IndiaINFalseTrue
4WELSPUNIND.NSWelspun India Limited157481652339Consumer CyclicalTextile Manufacturing0.423162.050.13348644NSENational Stock Exchange of IndiaINFalseTrue
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" + ], + "text/plain": [ + " symbol name market_cap \\\n", + "0 PAGEIND.NS Page Industries Limited 418555116755 \n", + "1 KPRMILL.NS K.P.R. Mill Limited 284132900800 \n", + "2 ABFRL.NS Aditya Birla Fashion and Retail Limited 203500974285 \n", + "3 TRIDENT.NS Trident Limited 189060118374 \n", + "4 WELSPUNIND.NS Welspun India Limited 157481652339 \n", + "\n", + " sector industry beta price \\\n", + "0 Consumer Cyclical Apparel Manufacturing 0.462 37525.45 \n", + "1 Consumer Cyclical Apparel Manufacturing 0.689 831.25 \n", + "2 Consumer Cyclical Apparel Manufacturing 0.152 214.4 \n", + "3 Consumer Cyclical Textile Manufacturing 0.532 37.1 \n", + "4 Consumer Cyclical Textile Manufacturing 0.423 162.05 \n", + "\n", + " last_annual_dividend volume exchange exchange_name \\\n", + "0 300.0 11199 NSE National Stock Exchange of India \n", + "1 4.15 342210 NSE National Stock Exchange of India \n", + "2 1363689 NSE National Stock Exchange of India \n", + "3 0.36 7863777 NSE National Stock Exchange of India \n", + "4 0.1 3348644 NSE National Stock Exchange of India \n", + "\n", + " country is_etf actively_trading \n", + "0 IN False True \n", + "1 IN False True \n", + "2 IN False True \n", + "3 IN False True \n", + "4 IN False True " + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "industry_results = obb.equity.screener(country=\"IN\", industry=\"manufacturing\").to_df()\n", + "display(len(industry_results))\n", + "industry_results.head(5).convert_dtypes()\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Search by Exchange\n", + "\n", + "Some countries, like America, have multiple exchanges. Narrow the search by combining two or more parameters. The example below finds the companies listed on the American Stock Exchange (AMEX) that are domiciled in China." + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "4" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "
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symbolnamemarket_capsectorindustrybetapricevolumeexchangeexchange_namecountryis_etfactively_trading
0AMBOAmbow Education Holding Ltd.4314134Consumer DefensiveEducation & Training Services0.4480.152154634AMEXAmerican Stock ExchangeCNFalseTrue
1ITPIT Tech Packaging, Inc.2922131Basic MaterialsPaper & Paper Products-0.10.290317827AMEXAmerican Stock ExchangeCNFalseTrue
2DXFDunxin Financial Holdings Limited1232011Financial ServicesCredit Services1.6320.31259614AMEXAmerican Stock ExchangeCNFalseTrue
3CPHIChina Pharma Holdings, Inc.1084973HealthcareDrug Manufacturers—Specialty & Generic0.8750.0949483393AMEXAmerican Stock ExchangeCNFalseTrue
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" + ], + "text/plain": [ + " symbol name market_cap sector \\\n", + "0 AMBO Ambow Education Holding Ltd. 4314134 Consumer Defensive \n", + "1 ITP IT Tech Packaging, Inc. 2922131 Basic Materials \n", + "2 DXF Dunxin Financial Holdings Limited 1232011 Financial Services \n", + "3 CPHI China Pharma Holdings, Inc. 1084973 Healthcare \n", + "\n", + " industry beta price volume exchange \\\n", + "0 Education & Training Services 0.448 0.1521 54634 AMEX \n", + "1 Paper & Paper Products -0.1 0.2903 17827 AMEX \n", + "2 Credit Services 1.632 0.31 259614 AMEX \n", + "3 Drug Manufacturers—Specialty & Generic 0.875 0.0949 483393 AMEX \n", + "\n", + " exchange_name country is_etf actively_trading \n", + "0 American Stock Exchange CN False True \n", + "1 American Stock Exchange CN False True \n", + "2 American Stock Exchange CN False True \n", + "3 American Stock Exchange CN False True " + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "exchange_results = obb.equity.screener(exchange=\"amex\", country=\"CN\").to_df()\n", + "display(len(exchange_results))\n", + "exchange_results.convert_dtypes()\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Find an Index\n", + "\n", + "List all indices from a source with:" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "274" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "indices = obb.index.available(provider=\"yfinance\").to_df()\n", + "display(len(indices))\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Filter the list down by querying the DataFrame." + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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namecodesymbol
88S&P/ASX 200 Index (AUD)au_asx200^AXJO
90S&P/ASX 200 Energy Sector Index (AUD)au_energy^AXEJ
91S&P/ASX 200 Resources Sector Index (AUD)au_resources^AXJR
92S&P/ASX 200 Materials Sector Index (AUD)au_materials^AXMJ
94S&P/ASX 200 Industrials Sector Index (AUD)au_industrials^AXNJ
95S&P/ASX 200 Consumer Discretionary Sector Inde...au_discretionary^AXDJ
96S&P/ASX 200 Consumer Staples Sector Index (AUD)au_staples^AXSJ
97S&P/ASX 200 Health Care Sector Index (AUD)au_health^AXHJ
98S&P/ASX 200 Financials Sector Index (AUD)au_financials^AXFJ
99S&P/ASX 200 A-REIT Industry Index (AUD)au_reit^AXPJ
100S&P/ASX 200 Info Tech Sector Index (AUD)au_tech^AXIJ
101S&P/ASX 200 Communications Sector Index (AUD)au_communications^AXTJ
102S&P/ASX 200 Utilities Sector Index (AUD)au_utilities^AXUJ
\n", + "
" + ], + "text/plain": [ + " name code \\\n", + "88 S&P/ASX 200 Index (AUD) au_asx200 \n", + "90 S&P/ASX 200 Energy Sector Index (AUD) au_energy \n", + "91 S&P/ASX 200 Resources Sector Index (AUD) au_resources \n", + "92 S&P/ASX 200 Materials Sector Index (AUD) au_materials \n", + "94 S&P/ASX 200 Industrials Sector Index (AUD) au_industrials \n", + "95 S&P/ASX 200 Consumer Discretionary Sector Inde... au_discretionary \n", + "96 S&P/ASX 200 Consumer Staples Sector Index (AUD) au_staples \n", + "97 S&P/ASX 200 Health Care Sector Index (AUD) au_health \n", + "98 S&P/ASX 200 Financials Sector Index (AUD) au_financials \n", + "99 S&P/ASX 200 A-REIT Industry Index (AUD) au_reit \n", + "100 S&P/ASX 200 Info Tech Sector Index (AUD) au_tech \n", + "101 S&P/ASX 200 Communications Sector Index (AUD) au_communications \n", + "102 S&P/ASX 200 Utilities Sector Index (AUD) au_utilities \n", + "\n", + " symbol \n", + "88 ^AXJO \n", + "90 ^AXEJ \n", + "91 ^AXJR \n", + "92 ^AXMJ \n", + "94 ^AXNJ \n", + "95 ^AXDJ \n", + "96 ^AXSJ \n", + "97 ^AXHJ \n", + "98 ^AXFJ \n", + "99 ^AXPJ \n", + "100 ^AXIJ \n", + "101 ^AXTJ \n", + "102 ^AXUJ " + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "indices[indices[\"name\"].str.contains(\"ASX 200\")]\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "With the `openbb-yfinance` extension, index time series can be loaded using the ticker symbol or short code. Non-American indices have a code beginning with the two-letter country code." + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " open high low close volume\n", + "date \n", + "2023-11-17 True True True True True" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "(\n", + " obb.index.market(\"au_utilities\", provider=\"yfinance\").to_df().tail(1)\n", + " == obb.index.market(\"^AXUJ\", provider=\"yfinance\").to_df().tail(1)\n", + ")\n" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "obb-sdk4", + "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": "3.11.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/examples/googleColab.ipynb b/examples/googleColab.ipynb new file mode 100644 index 000000000000..8bc0c17f6d40 --- /dev/null +++ b/examples/googleColab.ipynb @@ -0,0 +1,2125 @@ +{ + "nbformat": 4, + "nbformat_minor": 0, + "metadata": { + "colab": { + "provenance": [] + }, + "kernelspec": { + "name": "python3", + "display_name": "Python 3" + }, + "language_info": { + "name": "python" + }, + "widgets": { + "application/vnd.jupyter.widget-state+json": { + "fc6a4747cea243f4bac6a19c43264fec": { + "model_module": "@jupyter-widgets/controls", + "model_name": "DropdownModel", + "model_module_version": "1.5.0", + "state": { + "_dom_classes": [], + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DropdownModel", + "_options_labels": [ + "Total Open Interest", + "Call Open Interest", + "Put Open Interest", + "Total Volume", + "Call Volume", + "Put Volume" + ], + "_view_count": null, + "_view_module": "@jupyter-widgets/controls", + "_view_module_version": "1.5.0", + "_view_name": "DropdownView", + "description": "", + "description_tooltip": null, + "disabled": false, + "index": 0, + "layout": "IPY_MODEL_bf10b4a3831f4e6595398f2d62a0f7b2", + "style": "IPY_MODEL_6095af63918f4075a891fc950c9790d3" + } + }, + "bf10b4a3831f4e6595398f2d62a0f7b2": { + "model_module": "@jupyter-widgets/base", + "model_name": "LayoutModel", + "model_module_version": "1.2.0", + "state": { + "_model_module": "@jupyter-widgets/base", + "_model_module_version": "1.2.0", + "_model_name": "LayoutModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "LayoutView", + "align_content": null, + "align_items": null, + "align_self": null, + "border": null, + "bottom": null, + "display": null, + "flex": null, + "flex_flow": null, + "grid_area": null, + "grid_auto_columns": null, + "grid_auto_flow": null, + "grid_auto_rows": null, + "grid_column": null, + "grid_gap": null, + "grid_row": null, + "grid_template_areas": null, + "grid_template_columns": null, + "grid_template_rows": null, + "height": null, + "justify_content": null, + "justify_items": null, + "left": null, + "margin": null, + "max_height": null, + "max_width": null, + "min_height": null, + "min_width": null, + "object_fit": null, + "object_position": null, + "order": null, + "overflow": null, + "overflow_x": null, + "overflow_y": null, + "padding": null, + "right": null, + "top": null, + "visibility": null, + "width": null + } + }, + "6095af63918f4075a891fc950c9790d3": { + "model_module": "@jupyter-widgets/controls", + "model_name": "DescriptionStyleModel", + "model_module_version": "1.5.0", + "state": { + "_model_module": "@jupyter-widgets/controls", + "_model_module_version": "1.5.0", + "_model_name": "DescriptionStyleModel", + "_view_count": null, + "_view_module": "@jupyter-widgets/base", + "_view_module_version": "1.2.0", + "_view_name": "StyleView", + "description_width": "" + } + } + } + } + }, + "cells": [ + { + "cell_type": "markdown", + "source": [ + "# Installing the OpenBB Platform in Google Colab\n", + "\n", + "This notebook will install the OpenBB Platform, fetch some data and prepare it for display as a bar chart.\n", + "\n", + "Sign up for a free account here: https://my.openbb.co" + ], + "metadata": { + "id": "xIOXTKkqBReO" + } + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "xvU65bhqKNns" + }, + "outputs": [], + "source": [ + "# Install the OpenBB Platform with all available extensions.\n", + "# Messages indicating package version conflicts at the end of installation can be safely ignored.\n", + "\n", + "!pip install openbb[all]\n", + "\n", + "# There is also a nightly distribution available, openbb-nightly" + ] + }, + { + "cell_type": "code", + "source": [ + "# Before running this cell, restart the runtime by selecting, \"Restart runtime\", from the \"Runtime\" menu.\n", + "\n", + "# Import statements - for many scenarios, the only import needed will be `from openbb import obb`\n", + "from typing import Literal\n", + "from IPython.display import display\n", + "from IPython.display import clear_output\n", + "import ipywidgets as widgets\n", + "import pandas as pd\n", + "import pandas_ta as ta\n", + "from datetime import datetime\n", + "from plotly import graph_objects as go\n", + "\n", + "from openbb import obb" + ], + "metadata": { + "id": "_69FIu9YKRhI" + }, + "execution_count": 98, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "# Login to OpenBB Hub to retrieve stored API keys.\n", + "# https://my.openbb.co/app/platform/pat\n", + "# https://my.openbb.co/app/platform/api-keys\n", + "\n", + "obb.account.login(pat=\"replace with your PAT\")\n", + "\n", + "# This is not required" + ], + "metadata": { + "id": "1OLsZHDYMBSS" + }, + "execution_count": 3, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "# Verify that the credentials from Hub were loaded successfully.\n", + "\n", + "obb.user.credentials" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "gJ7FwTC6MTzv", + "outputId": "b9d4e888-7f3f-4756-b1a4-ae438e61c2b5" + }, + "execution_count": 4, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "Credentials\n", + "\n", + "alpha_vantage_api_key: **********\n", + "benzinga_api_key: None\n", + "biztoc_api_key: None\n", + "fmp_api_key: **********\n", + "fred_api_key: **********\n", + "intrinio_api_key: **********\n", + "nasdaq_api_key: **********\n", + "polygon_api_key: **********\n", + "tiingo_token: None\n", + "tradingeconomics_api_key: None" + ] + }, + "metadata": {}, + "execution_count": 4 + } + ] + }, + { + "cell_type": "code", + "source": [ + "# Set the output preference, if desired. The examples below use Pandas DataFrames.\n", + "\n", + "obb.user.preferences.output_type = \"dataframe\"" + ], + "metadata": { + "id": "27JtqRAQ2HTb" + }, + "execution_count": 67, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "# Get Some Data\n", + "symbol = \"SPY\"\n", + "\n", + "options = obb.derivatives.options.chains(symbol, provider=\"cboe\")\n", + "\n", + "options" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 444 + }, + "id": "GWI_60zD3M3l", + "outputId": "47338fab-8ab5-467f-c26e-44148c848c63" + }, + "execution_count": 88, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + " contract_symbol expiration strike option_type volume open \\\n", + "0 SPY231130C00387000 2023-11-30 387.0 call 7.0 67.60 \n", + "1 SPY231130P00387000 2023-11-30 387.0 put 2.0 0.01 \n", + "2 SPY231130C00388000 2023-11-30 388.0 call 1.0 66.47 \n", + "3 SPY231130P00388000 2023-11-30 388.0 put 1.0 0.01 \n", + "4 SPY231130C00389000 2023-11-30 389.0 call 0.0 0.00 \n", + "... ... ... ... ... ... ... \n", + "8215 SPY260116P00670000 2026-01-16 670.0 put 0.0 0.00 \n", + "8216 SPY260116C00675000 2026-01-16 675.0 call 0.0 0.00 \n", + "8217 SPY260116P00675000 2026-01-16 675.0 put 0.0 0.00 \n", + "8218 SPY260116C00680000 2026-01-16 680.0 call 0.0 0.00 \n", + "8219 SPY260116P00680000 2026-01-16 680.0 put 0.0 0.00 \n", + "\n", + " open_interest high low implied_volatility ... last_trade_price \\\n", + "0 5.0 67.60 66.55 0.0000 ... 66.55 \n", + "1 290.0 0.01 0.01 0.0000 ... 0.01 \n", + "2 0.0 66.47 66.47 0.0000 ... 66.47 \n", + "3 1.0 0.01 0.01 0.0000 ... 0.01 \n", + "4 0.0 0.00 0.00 0.0000 ... 0.00 \n", + "... ... ... ... ... ... ... \n", + "8215 0.0 0.00 0.00 0.2367 ... 216.04 \n", + "8216 0.0 0.00 0.00 0.1387 ... 0.00 \n", + "8217 0.0 0.00 0.00 0.2385 ... 0.00 \n", + "8218 0.0 0.00 0.00 0.1411 ... 0.00 \n", + "8219 0.0 0.00 0.00 0.2432 ... 223.91 \n", + "\n", + " tick prev_close change change_percent rho \\\n", + "0 down 67.69 -1.135 -1.68 0.0003 \n", + "1 no_change 0.00 0.005 100.00 0.0000 \n", + "2 down 66.68 -0.210 -0.31 0.0003 \n", + "3 no_change 0.00 0.005 100.00 0.0000 \n", + "4 no_change 65.69 0.000 0.00 0.0003 \n", + "... ... ... ... ... ... \n", + "8215 down 215.44 0.000 0.00 -0.3427 \n", + "8216 no_change 2.50 0.000 0.00 0.4385 \n", + "8217 no_change 220.50 0.000 0.00 -0.3453 \n", + "8218 no_change 2.50 0.000 0.00 0.4078 \n", + "8219 down 225.50 0.000 0.00 -0.3478 \n", + "\n", + " last_trade_timestamp dte bid ask \n", + "0 2023-11-30 12:27:59 -1 67.77 70.67 \n", + "1 2023-11-30 09:30:12 -1 0.00 0.01 \n", + "2 2023-11-30 09:42:00 -1 67.56 68.77 \n", + "3 2023-11-30 10:16:04 -1 0.00 0.01 \n", + "4 NaT -1 65.77 68.67 \n", + "... ... ... ... ... \n", + "8215 2023-11-20 12:31:47 777 211.56 216.50 \n", + "8216 NaT 777 0.00 5.00 \n", + "8217 NaT 777 216.50 221.50 \n", + "8218 NaT 777 0.00 5.00 \n", + "8219 2023-11-27 14:07:53 777 221.50 226.50 \n", + "\n", + "[8220 rows x 27 columns]" + ], + "text/html": [ + "\n", + "
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contract_symbolexpirationstrikeoption_typevolumeopenopen_interesthighlowimplied_volatility...last_trade_pricetickprev_closechangechange_percentrholast_trade_timestampdtebidask
0SPY231130C003870002023-11-30387.0call7.067.605.067.6066.550.0000...66.55down67.69-1.135-1.680.00032023-11-30 12:27:59-167.7770.67
1SPY231130P003870002023-11-30387.0put2.00.01290.00.010.010.0000...0.01no_change0.000.005100.000.00002023-11-30 09:30:12-10.000.01
2SPY231130C003880002023-11-30388.0call1.066.470.066.4766.470.0000...66.47down66.68-0.210-0.310.00032023-11-30 09:42:00-167.5668.77
3SPY231130P003880002023-11-30388.0put1.00.011.00.010.010.0000...0.01no_change0.000.005100.000.00002023-11-30 10:16:04-10.000.01
4SPY231130C003890002023-11-30389.0call0.00.000.00.000.000.0000...0.00no_change65.690.0000.000.0003NaT-165.7768.67
..................................................................
8215SPY260116P006700002026-01-16670.0put0.00.000.00.000.000.2367...216.04down215.440.0000.00-0.34272023-11-20 12:31:47777211.56216.50
8216SPY260116C006750002026-01-16675.0call0.00.000.00.000.000.1387...0.00no_change2.500.0000.000.4385NaT7770.005.00
8217SPY260116P006750002026-01-16675.0put0.00.000.00.000.000.2385...0.00no_change220.500.0000.00-0.3453NaT777216.50221.50
8218SPY260116C006800002026-01-16680.0call0.00.000.00.000.000.1411...0.00no_change2.500.0000.000.4078NaT7770.005.00
8219SPY260116P006800002026-01-16680.0put0.00.000.00.000.000.2432...223.91down225.500.0000.00-0.34782023-11-27 14:07:53777221.50226.50
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150.072684.02072.070612.065.04.061.0
155.012298.018.012280.021.01.020.0
.....................
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Alternatively, it could be company fundamentals data.\n", + "\n", + "# Note: This requires a valid FMP API key\n", + "\n", + "\n", + "symbol=\"AAPL\"\n", + "\n", + "data = obb.equity.fundamental.ratios(symbol, limit = 100, period=\"quarter\", provider=\"fmp\")\n", + "\n", + "data.index = data.index.strftime(\"%Y-%m-%d\")\n", + "\n", + "data" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 649 + }, + "id": "2fAclYaEMVz5", + "outputId": "10413c8a-253d-4aae-c837-644f8880923b" + }, + "execution_count": 93, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + " symbol period current_ratio quick_ratio cash_ratio \\\n", + "date \n", + "1998-12-26 AAPL Q1 2.605795 2.352426 0.822776 \n", + "1999-03-27 AAPL Q2 2.650259 2.413212 0.879534 \n", + "1999-06-26 AAPL Q3 2.792723 2.600390 1.152047 \n", + "1999-09-25 AAPL Q4 2.766301 2.522272 0.856036 \n", + "2000-01-01 AAPL Q1 2.498219 2.316539 0.807125 \n", + "... ... ... ... ... ... \n", + "2022-09-24 AAPL Q4 0.879356 0.709408 0.153563 \n", + "2022-12-31 AAPL Q1 0.938020 0.768724 0.149578 \n", + "2023-04-01 AAPL Q2 0.940354 0.764281 0.205597 \n", + "2023-07-01 AAPL Q3 0.981563 0.813585 0.227331 \n", + "2023-09-30 AAPL Q4 0.988012 0.843312 0.206217 \n", + "\n", + " days_of_sales_outstanding days_of_inventory_outstanding \\\n", + "date \n", + "1998-12-26 48.052632 1.832248 \n", + "1999-03-27 47.294118 1.437445 \n", + "1999-06-26 51.758665 0.557029 \n", + "1999-09-25 45.875749 1.890756 \n", + "2000-01-01 34.263764 0.777650 \n", + "... ... ... \n", + "2022-09-24 60.833315 8.551997 \n", + "2022-12-31 41.622138 9.185598 \n", + "2023-04-01 34.068392 12.738933 \n", + "2023-07-01 43.115762 14.577604 \n", + "2023-09-30 61.327069 11.611542 \n", + "\n", + " operating_cycle days_of_payables_outstanding \\\n", + "date \n", + "1998-12-26 49.884879 48.004886 \n", + "1999-03-27 48.731562 63.167702 \n", + "1999-06-26 52.315694 63.023873 \n", + "1999-09-25 47.766505 76.764706 \n", + "2000-01-01 35.041414 60.864055 \n", + "... ... ... \n", + "2022-09-24 69.385312 110.859542 \n", + "2022-12-31 50.807736 78.007542 \n", + "2023-04-01 46.807325 73.118615 \n", + "2023-07-01 57.693367 92.607747 \n", + "2023-09-30 72.938611 114.833405 \n", + "\n", + " cash_conversion_cycle ... price_earnings_ratio \\\n", + "date ... \n", + "1998-12-26 1.879993 ... 8.732568 \n", + "1999-03-27 -14.436140 ... 8.397059 \n", + "1999-06-26 -10.708179 ... 7.484225 \n", + "1999-09-25 -28.998201 ... 23.552897 \n", + "2000-01-01 -25.822641 ... 22.618570 \n", + "... ... ... ... \n", + "2022-09-24 -41.474230 ... 29.094281 \n", + "2022-12-31 -27.199806 ... 17.208993 \n", + "2023-04-01 -26.311290 ... 26.938138 \n", + "2023-07-01 -34.914381 ... 38.288645 \n", + "2023-09-30 -41.894793 ... 29.085850 \n", + "\n", + " price_to_free_cash_flows_ratio \\\n", + "date \n", + "1998-12-26 24.355053 \n", + "1999-03-27 18.137648 \n", + "1999-06-26 75.027047 \n", + "1999-09-25 51.769733 \n", + "2000-01-01 49.423264 \n", + "... ... \n", + "2022-09-24 115.723695 \n", + "2022-12-31 68.334817 \n", + "2023-04-01 101.516990 \n", + "2023-07-01 125.370206 \n", + "2023-09-30 137.421101 \n", + "\n", + " price_to_operating_cash_flows_ratio price_cash_flow_ratio \\\n", + "date \n", + "1998-12-26 23.808976 23.808976 \n", + "1999-03-27 16.856551 16.856551 \n", + "1999-06-26 69.058986 69.058986 \n", + "1999-09-25 47.970120 47.970120 \n", + "2000-01-01 44.388186 44.388186 \n", + "... ... ... \n", + "2022-09-24 99.948206 99.948206 \n", + "2022-12-31 60.724643 60.724643 \n", + "2023-04-01 91.152020 91.152020 \n", + "2023-07-01 115.423282 115.423282 \n", + "2023-09-30 123.658630 123.658630 \n", + "\n", + " price_earnings_to_growth_ratio price_sales_ratio dividend_yield \\\n", + "date \n", + "1998-12-26 0.203760 3.104913 0.000000 \n", + "1999-03-27 -0.699755 2.963668 0.000000 \n", + "1999-06-26 0.178003 3.900636 0.000000 \n", + "1999-09-25 -0.467319 7.827460 0.000000 \n", + "2000-01-01 0.350588 7.066493 0.000000 \n", + "... ... ... ... \n", + "2022-09-24 3.879237 26.750498 0.001536 \n", + "2022-12-31 0.369993 17.625873 0.001825 \n", + "2023-04-01 -1.414252 27.450564 0.001402 \n", + "2023-07-01 -2.253139 37.224668 0.001264 \n", + "2023-09-30 1.846951 29.841774 0.001407 \n", + "\n", + " enterprise_value_multiple price_fair_value calendarYear \n", + "date \n", + "1998-12-26 28.650009 2.760999 1999 \n", + "1999-03-27 62.597153 2.084787 1999 \n", + "1999-06-26 209.281398 2.046192 1999 \n", + "1999-09-25 70.913430 3.369035 1999 \n", + "2000-01-01 58.063853 3.750973 2000 \n", + "... ... ... ... \n", + "2022-09-24 90.344514 47.589406 2022 \n", + "2022-12-31 55.366190 36.401387 2023 \n", + "2023-04-01 86.117046 41.882005 2023 \n", + "2023-07-01 135.913479 50.517075 2023 \n", + "2023-09-30 92.900618 42.975881 2023 \n", + "\n", + "[100 rows x 57 columns]" + ], + "text/html": [ + "\n", + "
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symbolperiodcurrent_ratioquick_ratiocash_ratiodays_of_sales_outstandingdays_of_inventory_outstandingoperating_cycledays_of_payables_outstandingcash_conversion_cycle...price_earnings_ratioprice_to_free_cash_flows_ratioprice_to_operating_cash_flows_ratioprice_cash_flow_ratioprice_earnings_to_growth_ratioprice_sales_ratiodividend_yieldenterprise_value_multipleprice_fair_valuecalendarYear
date
1998-12-26AAPLQ12.6057952.3524260.82277648.0526321.83224849.88487948.0048861.879993...8.73256824.35505323.80897623.8089760.2037603.1049130.00000028.6500092.7609991999
1999-03-27AAPLQ22.6502592.4132120.87953447.2941181.43744548.73156263.167702-14.436140...8.39705918.13764816.85655116.856551-0.6997552.9636680.00000062.5971532.0847871999
1999-06-26AAPLQ32.7927232.6003901.15204751.7586650.55702952.31569463.023873-10.708179...7.48422575.02704769.05898669.0589860.1780033.9006360.000000209.2813982.0461921999
1999-09-25AAPLQ42.7663012.5222720.85603645.8757491.89075647.76650576.764706-28.998201...23.55289751.76973347.97012047.970120-0.4673197.8274600.00000070.9134303.3690351999
2000-01-01AAPLQ12.4982192.3165390.80712534.2637640.77765035.04141460.864055-25.822641...22.61857049.42326444.38818644.3881860.3505887.0664930.00000058.0638533.7509732000
..................................................................
2022-09-24AAPLQ40.8793560.7094080.15356360.8333158.55199769.385312110.859542-41.474230...29.094281115.72369599.94820699.9482063.87923726.7504980.00153690.34451447.5894062022
2022-12-31AAPLQ10.9380200.7687240.14957841.6221389.18559850.80773678.007542-27.199806...17.20899368.33481760.72464360.7246430.36999317.6258730.00182555.36619036.4013872023
2023-04-01AAPLQ20.9403540.7642810.20559734.06839212.73893346.80732573.118615-26.311290...26.938138101.51699091.15202091.152020-1.41425227.4505640.00140286.11704641.8820052023
2023-07-01AAPLQ30.9815630.8135850.22733143.11576214.57760457.69336792.607747-34.914381...38.288645125.370206115.423282115.423282-2.25313937.2246680.001264135.91347950.5170752023
2023-09-30AAPLQ40.9880120.8433120.20621761.32706911.61154272.938611114.833405-41.894793...29.085850137.421101123.658630123.6586301.84695129.8417740.00140792.90061842.9758812023
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\n" + ] + }, + "metadata": {}, + "execution_count": 93 + } + ] + }, + { + "cell_type": "code", + "source": [ + "# Create a widget for selecting the data to display.\n", + "\n", + "clear_output(wait = False)\n", + "\n", + "data_choices = data.columns.tolist()\n", + "data_selection = widgets.Dropdown(\n", + " options = data_choices,\n", + " value = None,\n", + ")\n", + "output = widgets.Output()\n", + "\n", + "\n", + "def generate_figure(data, data_choice):\n", + " data = data[data[data_choice].notnull()]\n", + " fig = go.Figure()\n", + " fig.add_bar(\n", + " y = data[data_choice][data[data_choice] > 0].values,\n", + " x = data[data_choice][data[data_choice] > 0].index,\n", + " name = data_choice,\n", + " marker = dict(color = \"blue\"),\n", + " )\n", + " fig.add_bar(\n", + " y = data[data_choice][data[data_choice] < 0].values,\n", + " x = data[data_choice][data[data_choice] < 0].index,\n", + " name = data_choice,\n", + " marker = dict(color = \"red\")\n", + " )\n", + " fig.update_xaxes(type=\"category\")\n", + " fig.update_traces(width=0.98, selector=dict(type=\"bar\"))\n", + " fig.update_layout(\n", + " showlegend=False,\n", + " width=1400,\n", + " height=600,\n", + " title = dict(\n", + " text=f\"{symbol} {data_choice.replace('_', ' ').title()}\",\n", + " xanchor = \"center\",\n", + " x = 0.5,\n", + " font = dict(size = 20)\n", + " ),\n", + " barmode=\"overlay\",\n", + " bargap=0,\n", + " bargroupgap=0,\n", + " yaxis=dict(\n", + " ticklen=0,\n", + " showgrid=True,\n", + " tickfont=dict(size=14),\n", + " ),\n", + " xaxis=dict(\n", + " showgrid=False,\n", + " autorange=True,\n", + " tickangle=90,\n", + " tickfont=dict(size=11),\n", + " ),\n", + " )\n", + " return fig\n", + "\n", + "def on_value_change(change):\n", + " clear_output(wait = True)\n", + " display(data_selection)\n", + " with output:\n", + " data_selection.value\n", + "\n", + "data_selection.observe(on_value_change, names=\"value\")\n", + "display(data_selection)\n", + "\n", + "# Select from the drop-down menu below." + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 49, + "referenced_widgets": [ + "fc6a4747cea243f4bac6a19c43264fec", + "bf10b4a3831f4e6595398f2d62a0f7b2", + "6095af63918f4075a891fc950c9790d3" + ] + }, + "id": "jvvAtHfvMkXB", + "outputId": "6155ecd8-5bec-4fb7-ef77-52b3bb325af7" + }, + "execution_count": 102, + "outputs": [ + { + "output_type": "display_data", + "data": { + "text/plain": [ + "Dropdown(options=('Total Open Interest', 'Call Open Interest', 'Put Open Interest', 'Total Volume', 'Call Volu…" + ], + "application/vnd.jupyter.widget-view+json": { + "version_major": 2, + "version_minor": 0, + "model_id": "fc6a4747cea243f4bac6a19c43264fec" + } + }, + "metadata": {} + } + ] + }, + { + "cell_type": "code", + "source": [ + "# Play this cell to display the choice\n", + "\n", + "if data_selection.value is not None:\n", + "\n", + " generate_figure(data, data_selection.value).show()" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 617 + }, + "id": "J9D5Qq0sQOwH", + "outputId": "91092fb7-c313-4305-eed2-00d6b5750a8b" + }, + "execution_count": 106, + "outputs": [ + { + "output_type": "display_data", + "data": { + "text/html": [ + "\n", + "\n", + "\n", + "
\n", + "
\n", + "\n", + "" + ] + }, + "metadata": {} + } + ] + } + ] +} \ No newline at end of file diff --git a/examples/loadHistoricalPriceData.ipynb b/examples/loadHistoricalPriceData.ipynb index 10e0db2e7111..08f361e8dcd5 100644 --- a/examples/loadHistoricalPriceData.ipynb +++ b/examples/loadHistoricalPriceData.ipynb @@ -5,21 +5,23 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Downloading Historical Price Data Using the OpenBB SDK\n", + "# Historical Prices With the OpenBB Platform\n", "\n", - "This notebook demonstrates the different ways to approach loading historical price data using the OpenBB SDK. There are obvious methods, and some less conventional ones. To begin, let's look at the Stocks module, but first, we need to initialize the notebook with the import statements block.\n", + "This notebook demonstrates some of the ways to approach loading historical price data using the OpenBB Platform. The action is in the Equity module; but first, we need to initialize the notebook with the import statements block.\n", "\n", "## Import Statements" ] }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ + "from datetime import datetime, timedelta\n", + "\n", "import pandas as pd\n", - "from openbb_terminal.sdk import openbb" + "from openbb import obb\n" ] }, { @@ -27,39 +29,23 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## The Stocks Module\n", + "## The Equity Module\n", "\n", - "The `load` function is likely the first place to reach when requesting daily, or intraday, historical price data. `openbb.stocks.load()` is a versatile data aggregator, and not only for stocks.\n", + "Historical market prices typically come in the form of OHLC+V - open, high, low, close, volume. There may be additional fields returned by a provider, but those are the expected columns. Granularity and amount of historical data will vary by provider and subscription status. Visit their websites to understand what your entitlements are.\n", "\n", - "### openbb.stocks.load()\n", + "### openbb.equity.price.historical()\n", "\n", - "The input parameters for the function:\n", + "- This endpoint has the most number of providers out of any function. At the time of writing, choices are:\n", "\n", - "```python\n", - "Parameters\n", - "----------\n", - "symbol: str\n", - " Ticker to get data\n", - "start_date: str or datetime, optional\n", - " Start date to get data from with. - datetime or string format (YYYY-MM-DD)\n", - "interval: int\n", - " Interval (in minutes) to get data 1, 5, 15, 30, 60 or 1440\n", - "end_date: str or datetime, optional\n", - " End date to get data from with. - datetime or string format (YYYY-MM-DD)\n", - "prepost: bool\n", - " Pre and After hours data\n", - "source: str\n", - " Source of data extracted\n", - "weekly: bool\n", - " Flag to get weekly data\n", - "monthly: bool\n", - " Flag to get monthly data\n", - "verbose: bool\n", - " Display verbose information on what was the symbol that was loaded\n", - "```\n", + "['alpha_vantage', 'cboe', 'fmp', 'intrinio', 'polygon', 'tiingo', 'yfinance']\n", "\n", + "- Common parameters have been standardized across all souces, `start_date`, `end_date`, `interval`.\n", "\n", - "Set `verbose = False` to silence the console print. Execute the two cells below to demonstrate." + "- The default interval will be `1d`.\n", + "\n", + "- The depth of historical data and choices for granularity will vary by provider and subscription status. Refer to the website and documentation of each source understand your specific entitlements.\n", + "\n", + "- For demonstration purposes, we will use the `openbb-yfinance` data extension." ] }, { @@ -70,28 +56,79 @@ { "data": { "text/html": [ - "
Loading Daily data for SPY with starting period 2020-05-18.\n",
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openhighlowclosevolumedividendsstock splitscapital gains
date
2022-11-22396.63400.07395.15399.9604290000.00.00.0
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" ], "text/plain": [ - "Loading Daily data for SPY with starting period 2020-05-18.\n" + " open high low close volume dividends stock splits \\\n", + "date \n", + "2022-11-22 396.63 400.07 395.15 399.9 60429000 0.0 0.0 \n", + "\n", + " capital gains \n", + "date \n", + "2022-11-22 0.0 " ] }, + "execution_count": 2, "metadata": {}, - "output_type": "display_data" + "output_type": "execute_result" } ], "source": [ - "df_daily = openbb.stocks.load(symbol = 'spy')" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "df_daily = openbb.stocks.load(symbol = 'spy', verbose = False)" + "df_daily = obb.equity.price.historical(symbol = \"spy\", provider=\"yfinance\")\n", + "df_daily.to_df().head(1)\n" ] }, { @@ -104,6966 +141,107 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/html": [ - "
Loading Daily data for SPY with starting period 1993-01-29.\n",
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openhighlowclosevolumedividendsstock splitscapital gains
date
1993-01-2943.9743.9743.7543.9410032000.00.00.0
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" ], "text/plain": [ - "Loading Daily data for SPY with starting period 1993-01-29.\n" + " open high low close volume dividends stock splits \\\n", + "date \n", + "1993-01-29 43.97 43.97 43.75 43.94 1003200 0.0 0.0 \n", + "\n", + " capital gains \n", + "date \n", + "1993-01-29 0.0 " ] }, + "execution_count": 3, "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "df_daily = openbb.stocks.load(symbol = 'spy', start_date = '1990-01-01')" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Weekly and monthly intervals are selected with either argument as `True`. The `load` function can be used as an input parameter to functions, like `candle`. 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"attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ - "The default settings retrieve daily, intraday data is selected using the `interval` argument, with a choice of: `[1, 5, 15, 30, 60]`. Include pre/post market data by setting the argument, `prepost = True`. The amount of history for each interval, and level of market coverage, will vary by the source, which is selectable via the `source` argument. The block below packs an object with all intervals." - ] - }, - { - "cell_type": "code", - "execution_count": 121, - "metadata": {}, - "outputs": [], - "source": [ - "from datetime import datetime,timedelta\n", - "\n", - "def load_historical(symbol: str = \"\", start_date: str = \"\", end_date: str = \"\", source: str = \"\", prepost: bool = False) -> object:\n", + "#### Intervals\n", "\n", - " if symbol == \"\":\n", - " print(\"Please enter a ticker symbol\")\n", - " if start_date == \"\":\n", - " start_date = (datetime.now() - timedelta(weeks = 104)).date()\n", - " if end_date == \"\":\n", - " end_date = datetime.now().date()\n", - " if source == \"\":\n", - " source = \"YahooFinance\"\n", - "\n", - " class HistoricalPrices:\n", - " def __init__(self) -> None:\n", - " self.one: pd.DataFrame = openbb.stocks.load(\n", - " symbol=symbol, start_date=start_date, end_date=end_date, interval = 1, source=source, verbose = False, prepost = prepost\n", - " ).convert_dtypes()\n", - " self.five: pd.DataFrame = openbb.stocks.load(\n", - " symbol=symbol, start_date=start_date, end_date=end_date, interval = 5, source = source, verbose = False, prepost = prepost\n", - " ).convert_dtypes()\n", - " self.fifteen: pd.DataFrame = openbb.stocks.load(\n", - " symbol=symbol, start_date=start_date, end_date=end_date, interval = 15, verbose = False, prepost = prepost\n", - " ).convert_dtypes()\n", - " self.thirty: pd.DataFrame = openbb.stocks.load(\n", - " symbol=symbol, start_date=start_date, end_date=end_date, interval = 30, verbose = False, prepost = prepost\n", - " ).convert_dtypes()\n", - " self.sixty: pd.DataFrame = openbb.stocks.load(\n", - " symbol=symbol, start_date=start_date, end_date=end_date, interval = 60, verbose = False, prepost = prepost\n", - " ).convert_dtypes()\n", - " self.daily: pd.DataFrame = openbb.stocks.load(\n", - " symbol=symbol, start_date=start_date, end_date=end_date, source = source, verbose = False\n", - " ).convert_dtypes()\n", - " self.weekly: pd.DataFrame = openbb.stocks.load(\n", - " symbol=symbol, start_date=start_date, end_date=end_date, source = source, weekly = True, verbose = False\n", - " ).convert_dtypes()\n", - " self.monthly: pd.DataFrame = openbb.stocks.load(\n", - " symbol=symbol, start_date=start_date, end_date=end_date, source=source, monthly = True, verbose = False\n", - " ).convert_dtypes()\n", - " prices = HistoricalPrices()\n", + "The intervals are entered according to this pattern:\n", "\n", - " return prices" - ] - }, - { - "cell_type": "code", - "execution_count": 122, - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.plotly.v1+json": { - "config": { - "displaylogo": false, - "plotlyServerURL": "https://plot.ly", - "scrollZoom": true - }, - "data": [ - { - "close": [ - 411.5015869140625, - 410.8399963378906, - 410.3299865722656, - 411.0199890136719, - 411.57000732421875, - 411.4212951660156, - 411.8901062011719, - 411.9800109863281, - 411.6600036621094, - 411.9800109863281, - 411.7900085449219, - 411.94500732421875, - 412.18798828125, - 412.760009765625, - 413.2349853515625, - 412.30999755859375, - 411.8299865722656, - 412.29998779296875, - 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"colorway": [ - "#ffed00", - "#ef7d00", - "#e4003a", - "#c13246", - "#822661", - "#48277c", - "#005ca9", - "#00aaff", - "#9b30d9", - "#af005f", - "#5f00af", - "#af87ff" - ], - "dragmode": "pan", - "font": { - "color": "#f2f5fa", - "family": "Fira Code", - "size": 18 - }, - "geo": { - "bgcolor": "rgb(17,17,17)", - "lakecolor": "rgb(17,17,17)", - "landcolor": "rgb(17,17,17)", - "showlakes": true, - "showland": true, - "subunitcolor": "#506784" - }, - "hoverlabel": { - "align": "left" - }, - "hovermode": "x", - "legend": { - "bgcolor": "rgba(0, 0, 0, 0)", - "font": { - "size": 15 - }, - "x": 0.01, - "xanchor": "left", - "y": 0.99, - "yanchor": "top" - }, - "mapbox": { - "style": "dark" - }, - "paper_bgcolor": "#000000", - "plot_bgcolor": "#000000", - "polar": { - "angularaxis": { - "gridcolor": "#506784", - "linecolor": "#506784", - "ticks": "" - }, - "bgcolor": "rgb(17,17,17)", - "radialaxis": { - "gridcolor": "#506784", - "linecolor": "#506784", - "ticks": "" - } - }, - "scene": { - "xaxis": { - "backgroundcolor": "rgb(17,17,17)", - "gridcolor": "#506784", - "gridwidth": 2, - "linecolor": "#506784", - "showbackground": true, - "ticks": "", - "zerolinecolor": "#C8D4E3" - }, - "yaxis": { - "backgroundcolor": "rgb(17,17,17)", - "gridcolor": "#506784", - "gridwidth": 2, - "linecolor": "#506784", - "showbackground": true, - "ticks": "", - "zerolinecolor": "#C8D4E3" - }, - "zaxis": { - "backgroundcolor": "rgb(17,17,17)", - "gridcolor": "#506784", - "gridwidth": 2, - "linecolor": "#506784", - "showbackground": true, - "ticks": "", - "zerolinecolor": "#C8D4E3" - } - }, - "shapedefaults": { - "line": { - "color": "#f2f5fa" - } - }, - "sliderdefaults": { - "bgcolor": "#C8D4E3", - "bordercolor": "rgb(17,17,17)", - "borderwidth": 1, - "tickwidth": 0 - }, - "ternary": { - "aaxis": { - "gridcolor": "#506784", - "linecolor": "#506784", - "ticks": "" - }, - "baxis": { - "gridcolor": "#506784", - "linecolor": "#506784", - "ticks": "" - }, - "bgcolor": "rgb(17,17,17)", - "caxis": { - "gridcolor": "#506784", - "linecolor": "#506784", - "ticks": "" - } - }, - "title": { - "x": 0.05 - }, - "updatemenudefaults": { - "bgcolor": "#506784", - "borderwidth": 0 - }, - "xaxis": { - "automargin": true, - "autorange": true, - "gridcolor": "#283442", - "linecolor": "#F5EFF3", - "mirror": true, - "rangeslider": { - "visible": false - }, - "showgrid": true, - "showline": true, - "tick0": 1, - "tickfont": { - "size": 14 - }, - "ticks": "outside", - "title": { - "standoff": 20 - }, - "zeroline": false, - "zerolinecolor": "#283442", - "zerolinewidth": 2 - }, - "yaxis": { - "anchor": "x", - "automargin": true, - "fixedrange": false, - "gridcolor": "#283442", - "linecolor": "#F5EFF3", - "mirror": true, - "showgrid": true, - "showline": true, - "side": "right", - "tick0": 0.5, - "ticks": "outside", - "title": { - "standoff": 20 - }, - "zeroline": false, - "zerolinecolor": "#283442", - "zerolinewidth": 2 - } - } - }, - "title": { - "text": " SPY - Fifteen Minute Candles", - "x": 0.5, - "xanchor": "center", - "y": 0.98, - "yanchor": "top" - }, - "xaxis": { - "anchor": "y", - "domain": [ - 0, - 0.94 - ], - "matches": "x3", - "rangebreaks": [ - { - "bounds": [ - 16, - 9.5 - ], - "pattern": "hour" - }, - { - "bounds": [ - "sat", - "mon" - ] - }, - { - "values": [] - } - ], - "showticklabels": true - }, - "yaxis": { - "anchor": "x", - "automargin": true, - "autorange": true, - "domain": [ - 0, - 1 - ], - "fixedrange": false, - "layer": "above traces", - "nticks": 15, - "side": "right", - "tickfont": { - "size": 16 - }, - "type": "linear" - }, - "yaxis2": { - "anchor": "x", - "fixedrange": true, - "nticks": 10, - "overlaying": "y", - "range": [ - 0, - 119409934 - ], - "showgrid": false, - "showline": false, - "side": "left", - "tickfont": { - "size": 13 - }, - "tickvals": [ - 3000000, - 6000000, - 9000000, - 12000000 - ], - "zeroline": false - } - } - } - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "prices = load_historical(\"SPY\")\n", - "openbb.stocks.candle(data = prices.fifteen[\"2023-05-15\":], symbol = \"SPY - Fifteen Minute Candles\")" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "To demonstrate the difference between sources, let's compare values for daily volume from several sources." - ] - }, - { - "cell_type": "code", - "execution_count": 113, - "metadata": {}, - "outputs": [], - "source": [ - "# Yahoo was the source for the previously loaded data.\n", - "yahoo = prices\n", + "- `1m` = One Minute\n", + "- `1h` = One Hour\n", + "- `1d` = One Day\n", + "- `1W` = One Week\n", + "- `1M` = One Month\n", "\n", - "polygon = load_historical(\"SPY\", source = \"Polygon\")\n", - "alphavantage = load_historical(\"SPY\", source = \"AlphaVantage\")" + "The date for monthly value is the first or last, depending on the provider. This can be easily resampled from daily data." ] }, { "cell_type": "code", - "execution_count": 114, + "execution_count": 4, "metadata": {}, "outputs": [ { @@ -7087,67 +265,88 @@ " \n", " \n", " \n", - " AlphaVantage Volume\n", - " Polygon Volume\n", - " Yahoo Volume\n", + " open\n", + " high\n", + " low\n", + " close\n", + " volume\n", + " dividends\n", + " stock splits\n", + " capital gains\n", " \n", " \n", " date\n", " \n", " \n", " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", - " 2023-05-22\n", - " 60745399\n", - " 60754935\n", - " 60745400\n", + " 2023-10-01\n", + " 426.62\n", + " 438.14\n", + " 409.21\n", + " 418.20\n", + " 1999149700\n", + " 0.0\n", + " 0.0\n", + " 0.0\n", " \n", " \n", - " 2023-05-23\n", - " 85145553\n", - " 86383531\n", - " 86301900\n", + " 2023-11-01\n", + " 419.20\n", + " 456.38\n", + " 418.65\n", + " 455.02\n", + " 1161239576\n", + " 0.0\n", + " 0.0\n", + " 0.0\n", " \n", " \n", "\n", "
" ], "text/plain": [ - " AlphaVantage Volume Polygon Volume Yahoo Volume\n", - "date \n", - "2023-05-22 60745399 60754935 60745400\n", - "2023-05-23 85145553 86383531 86301900" + " open high low close volume dividends \\\n", + "date \n", + "2023-10-01 426.62 438.14 409.21 418.20 1999149700 0.0 \n", + "2023-11-01 419.20 456.38 418.65 455.02 1161239576 0.0 \n", + "\n", + " stock splits capital gains \n", + "date \n", + "2023-10-01 0.0 0.0 \n", + "2023-11-01 0.0 0.0 " ] }, - "execution_count": 114, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "# Make a new DataFrame with just the volume columns\n", - "compare = pd.DataFrame()\n", - "compare[\"AlphaVantage Volume\"] = alphavantage.daily[\"Volume\"]\n", - "compare[\"Polygon Volume\"] = polygon.daily[\"Volume\"]\n", - "compare[\"Yahoo Volume\"] = yahoo.daily[\"Volume\"]\n", - "\n", - "compare.tail(2)" + "df_monthly = obb.equity.price.historical(\"spy\", start_date=\"1990-01-01\", interval=\"1M\", provider=\"yfinance\").to_df()\n", + "df_monthly.tail(2)\n" ] }, { - "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ - "Then at the one-minute interval." + "#### Resample a Time Series\n", + "\n", + "`yfinance` returns the monthly data for the first day of each month. Let's resample it to take from the last, using the daily information captured in the previous cells." ] }, { "cell_type": "code", - "execution_count": 115, + "execution_count": 5, "metadata": {}, "outputs": [ { @@ -7171,169 +370,146 @@ " \n", " \n", " \n", - " AlphaVantage Volume\n", - " Polygon Volume\n", - " Yahoo Volume\n", + " open\n", + " high\n", + " low\n", + " close\n", + " volume\n", " \n", " \n", " date\n", " \n", " \n", " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", - " 2023-05-23 15:51:00\n", - " 485786\n", - " 485786\n", - " 485808\n", + " 1993-01-31\n", + " 43.97\n", + " 43.97\n", + " 43.75\n", + " 43.94\n", + " 1003200\n", + " \n", + " \n", + " 1993-02-28\n", + " 43.97\n", + " 45.12\n", + " 42.81\n", + " 44.41\n", + " 5417600\n", " \n", " \n", - " 2023-05-23 15:52:00\n", - " 644560\n", - " 644560\n", - " 644023\n", + " 1993-03-31\n", + " 44.56\n", + " 45.84\n", + " 44.22\n", + " 45.19\n", + " 3019200\n", " \n", " \n", - " 2023-05-23 15:53:00\n", - " 368111\n", - " 368111\n", - " 368608\n", + " 1993-04-30\n", + " 45.25\n", + " 45.25\n", + " 43.28\n", + " 44.03\n", + " 2697200\n", " \n", " \n", - " 2023-05-23 15:54:00\n", - " 684340\n", - " 684340\n", - " 684180\n", + " 1993-05-31\n", + " 44.09\n", + " 45.66\n", + " 43.84\n", + " 45.22\n", + " 1808000\n", " \n", " \n", - " 2023-05-23 15:55:00\n", - " 773708\n", - " 773708\n", - " 773810\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", " \n", " \n", - " 2023-05-23 15:56:00\n", - " 476353\n", - " 476353\n", - " 476358\n", + " 2023-07-31\n", + " 442.92\n", + " 459.44\n", + " 437.06\n", + " 457.79\n", + " 1374632400\n", " \n", " \n", - " 2023-05-23 15:57:00\n", - " 694285\n", - " 694285\n", - " 694322\n", + " 2023-08-31\n", + " 456.27\n", + " 457.25\n", + " 433.01\n", + " 450.35\n", + " 1754764700\n", " \n", " \n", - " 2023-05-23 15:58:00\n", - " 1009322\n", - " 1009322\n", - " 1009331\n", + " 2023-09-30\n", + " 453.17\n", + " 453.67\n", + " 422.29\n", + " 427.48\n", + " 1588673200\n", " \n", " \n", - " 2023-05-23 15:59:00\n", - " 2831803\n", - " 2831803\n", - " 2814414\n", + " 2023-10-31\n", + " 426.62\n", + " 438.14\n", + " 409.21\n", + " 418.20\n", + " 1999149700\n", " \n", " \n", - " 2023-05-23 16:00:00\n", - " 546340\n", - " 546340\n", - " <NA>\n", + " 2023-11-30\n", + " 419.20\n", + " 456.38\n", + " 418.65\n", + " 455.02\n", + " 1214703500\n", " \n", " \n", "\n", + "

371 rows × 5 columns

\n", "" ], "text/plain": [ - " AlphaVantage Volume Polygon Volume Yahoo Volume\n", - "date \n", - "2023-05-23 15:51:00 485786 485786 485808\n", - "2023-05-23 15:52:00 644560 644560 644023\n", - "2023-05-23 15:53:00 368111 368111 368608\n", - "2023-05-23 15:54:00 684340 684340 684180\n", - "2023-05-23 15:55:00 773708 773708 773810\n", - "2023-05-23 15:56:00 476353 476353 476358\n", - "2023-05-23 15:57:00 694285 694285 694322\n", - "2023-05-23 15:58:00 1009322 1009322 1009331\n", - "2023-05-23 15:59:00 2831803 2831803 2814414\n", - "2023-05-23 16:00:00 546340 546340 " + " open high low close volume\n", + "date \n", + "1993-01-31 43.97 43.97 43.75 43.94 1003200\n", + "1993-02-28 43.97 45.12 42.81 44.41 5417600\n", + "1993-03-31 44.56 45.84 44.22 45.19 3019200\n", + "1993-04-30 45.25 45.25 43.28 44.03 2697200\n", + "1993-05-31 44.09 45.66 43.84 45.22 1808000\n", + "... ... ... ... ... ...\n", + "2023-07-31 442.92 459.44 437.06 457.79 1374632400\n", + "2023-08-31 456.27 457.25 433.01 450.35 1754764700\n", + "2023-09-30 453.17 453.67 422.29 427.48 1588673200\n", + "2023-10-31 426.62 438.14 409.21 418.20 1999149700\n", + "2023-11-30 419.20 456.38 418.65 455.02 1214703500\n", + "\n", + "[371 rows x 5 columns]" ] }, - "execution_count": 115, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "compare_intraday = pd.DataFrame()\n", - "compare_intraday[\"AlphaVantage Volume\"] = alphavantage.one[\"Volume\"]\n", - "compare_intraday[\"Polygon Volume\"] = polygon.one[\"Volume\"]\n", - "compare_intraday[\"Yahoo Volume\"] = yahoo.one[\"Volume\"]\n", - "compare_intraday.tail(10)" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Other Types of Symbols\n", - "\n", - "Other types of assets and ticker symbols can be loaded from `openbb.stocks.load()`, below are some examples but not an exhaustive list.\n", - "\n", - "### Share Classes\n", - "\n", - "Some sources use `-` as the distinction between a share class, e.g., `BRK-A` and `BRK-B`. Other formats include:\n", - "\n", - "- A period: `BRK.A`\n", - "- A slash: `BRK/A`\n", - "- No separator, the share class becomes the fourth or fifth letter.\n", - "\n", - "Some may even use a combination, or accept multiple variations. Sometimes there is no real logic behind the additional characters, `GOOGL` vs. `GOOG`. These are known unknown variables of ticker symbology, what's good for one source may return errors from another. \n", - "\n", - "### Indexes\n", - "\n", - "Sources will have their own treatment of these symbols, some examples are:\n", - "\n", - "- YahooFinance: ^IXIC\n", - "- FRED (not the `load` function): `openbb.economy.fred([\"NASDAQCOM\"])`\n", - "- Polygon: I:NDX\n", - "\n", - "### Currencies\n", - "\n", - "FX symbols face the same dilemna as share classes, there are several variations of the same symbol.\n", - "\n", - "- YahooFinance: `EURUSD=X`\n", - "- Polygon: `C:EURUSD`\n", - "- AlphaVantage: `EURUSD`\n", - "\n", - "### Crypto\n", - "\n", - "Similar, but different to FX tickers.\n", - "\n", - "- YahooFinance: `BTC-USD`\n", - "- Polygon: `X:BTCUSD`\n", - "- AlphaVantage: `BTCUSD`\n", - "\n", - "### Futures\n", - "\n", - "Historical prices for active contracts, and the continuous front-month contracts, are able to be loaded via `YahooFinance`.\n", - "\n", - "- Continuous front-month: `CL=F`\n", - "- December 2023 contract: `CLZ23.NYM`\n", - "- March 2024 contract: `CLH23.NYM`\n", - "\n", - "Individual contracts will require knowing which of the CME venues the future is listed on. `[\"NYM\", \"NYB\", \"CME\", \"CBT\"]`. Use, `openbb.futures.search()`, to determine which.\n", - "\n", - "### Options\n", - "\n", - "Individual options contracts are also loadable from `openbb.stocks.load()`.\n", - "\n", - "- YahooFinance: `SPY230616P00400000`\n", - "- Polygon: `O:SPY230616P00400000`" + "(\n", + " df_daily[[\"open\", \"high\", \"low\", \"close\", \"volume\"]]\n", + " .resample(\"M\")\n", + " .agg(\n", + " {\"open\": \"first\", \"high\": \"max\", \"low\": \"min\", \"close\": \"last\", \"volume\": \"sum\"}\n", + " )\n", + ")\n" ] }, { @@ -7341,18 +517,23 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "What the `load` function **cannot** do is batch download. For this type of functionality, we can go elsewhere in the SDK.\n", - "\n", - "### openbb.stocks.ca.hist()\n", - "\n", - "This function, within the Comparison Analysis sub-module, offers the ability to return data for multiple tickers as a single Pandas DataFrame, and targeting a single data point. Choices are: open, high, low, close, adjust close, volume, and return. It is chosen by using the optional argument, `candle_type`, with the first letter of the candle type as the value - `a` for Adjusted Close. The list of tickers must be encapsulated with square brackets, [], and quotation marks, `\"\"`, for each individual symbol." + "The block below packs an object with most intervals." ] }, { "cell_type": "code", - "execution_count": 126, + "execution_count": 6, "metadata": {}, "outputs": [ + { + "data": { + "text/plain": [ + "dict_keys(['one', 'five', 'fifteen', 'thirty', 'sixty', 'daily', 'weekly', 'monthly'])" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, { "data": { "text/html": [ @@ -7374,16 +555,18 @@ " \n", " \n", " \n", - " META\n", - " AAPL\n", - " AMZN\n", - " NFLX\n", - " GOOG\n", - " MSFT\n", - " TSLA\n", + " open\n", + " high\n", + " low\n", + " close\n", + " volume\n", + " dividends\n", + " stock splits\n", + " capital gains\n", " \n", " \n", - " Date\n", + " date\n", + " \n", " \n", " \n", " \n", @@ -7395,63 +578,95 @@ " \n", " \n", " \n", - " 2023-05-19\n", - " 245.639999\n", - " 175.160004\n", - " 116.250000\n", - " 365.359985\n", - " 123.250000\n", - " 318.339996\n", - " 180.139999\n", + " 2023-11-13\n", + " 439.23\n", + " 451.42\n", + " 438.42\n", + " 450.79\n", + " 376539600\n", + " 0.0\n", + " 0\n", + " 0\n", " \n", " \n", - " 2023-05-22\n", - " 248.320007\n", - " 174.199997\n", - " 115.010002\n", - " 363.010010\n", - " 125.870003\n", - " 321.179993\n", - " 188.869995\n", - " \n", - " \n", - " 2023-05-23\n", - " 246.740005\n", - " 171.559998\n", - " 114.989998\n", - " 355.989990\n", - " 123.290001\n", - " 315.260010\n", - " 185.770004\n", + " 2023-11-20\n", + " 450.53\n", + " 456.38\n", + " 450.52\n", + " 455.02\n", + " 233751276\n", + " 0.0\n", + " 0\n", + " 0\n", " \n", " \n", "\n", "" ], "text/plain": [ - " META AAPL AMZN NFLX GOOG \\\n", - "Date \n", - "2023-05-19 245.639999 175.160004 116.250000 365.359985 123.250000 \n", - "2023-05-22 248.320007 174.199997 115.010002 363.010010 125.870003 \n", - "2023-05-23 246.740005 171.559998 114.989998 355.989990 123.290001 \n", + " open high low close volume dividends \\\n", + "date \n", + "2023-11-13 439.23 451.42 438.42 450.79 376539600 0.0 \n", + "2023-11-20 450.53 456.38 450.52 455.02 233751276 0.0 \n", "\n", - " MSFT TSLA \n", - "Date \n", - "2023-05-19 318.339996 180.139999 \n", - "2023-05-22 321.179993 188.869995 \n", - "2023-05-23 315.260010 185.770004 " + " stock splits capital gains \n", + "date \n", + "2023-11-13 0 0 \n", + "2023-11-20 0 0 " ] }, - "execution_count": 126, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "tickers = [\"META\", \"AAPL\", \"AMZN\", \"NFLX\", \"GOOG\", \"MSFT\", \"TSLA\"]\n", - "df_compare = openbb.stocks.ca.hist(similar = tickers, start_date = \"2023-01-01\", candle_type = 'a')\n", + "class HistoricalPrices:\n", + " def __init__(self, symbol, start_date, end_date, provider, **kwargs) -> None:\n", + " self.one: pd.DataFrame = obb.equity.price.historical(\n", + " symbol=symbol, start_date=start_date, end_date=end_date, interval = \"1m\", provider=provider, **kwargs\n", + " ).to_df().convert_dtypes()\n", + " self.five: pd.DataFrame = obb.equity.price.historical(\n", + " symbol=symbol, start_date=start_date, end_date=end_date, interval = \"5m\", provider=provider, **kwargs\n", + " ).to_df().convert_dtypes()\n", + " self.fifteen: pd.DataFrame = obb.equity.price.historical(\n", + " symbol=symbol, start_date=start_date, end_date=end_date, interval = \"15m\", provider=provider, **kwargs\n", + " ).to_df().convert_dtypes()\n", + " self.thirty: pd.DataFrame = obb.equity.price.historical(\n", + " symbol=symbol, start_date=start_date, end_date=end_date, interval = \"30m\", provider=provider, **kwargs\n", + " ).to_df().convert_dtypes()\n", + " self.sixty: pd.DataFrame = obb.equity.price.historical(\n", + " symbol=symbol, start_date=start_date, end_date=end_date, interval = \"60m\", provider=provider, **kwargs\n", + " ).to_df().convert_dtypes()\n", + " self.daily: pd.DataFrame = obb.equity.price.historical(\n", + " symbol=symbol, start_date=start_date, end_date=end_date, interval = \"1d\", provider=provider, **kwargs\n", + " ).to_df().convert_dtypes()\n", + " self.weekly: pd.DataFrame = obb.equity.price.historical(\n", + " symbol=symbol, start_date=start_date, end_date=end_date, interval = \"1W\", provider=provider, **kwargs\n", + " ).to_df().convert_dtypes()\n", + " self.monthly: pd.DataFrame = obb.equity.price.historical(\n", + " symbol=symbol, start_date=start_date, end_date=end_date, interval = \"1M\", provider=provider, **kwargs\n", + " ).to_df().convert_dtypes()\n", "\n", - "df_compare.tail(3)" + "def load_historical(\n", + " symbol: str = \"\",\n", + " start_date = None,\n", + " end_date = None,\n", + " provider = None,\n", + " **kwargs\n", + ") -> HistoricalPrices:\n", + "\n", + " if symbol == \"\":\n", + " display(\"Please enter a ticker symbol\")\n", + " if provider is None:\n", + " provider = \"yfinance\"\n", + " prices = HistoricalPrices(symbol, start_date, end_date, provider, **kwargs)\n", + "\n", + " return prices\n", + "\n", + "prices = load_historical(\"spy\")\n", + "display(prices.__dict__.keys())\n", + "prices.weekly.tail(2)\n" ] }, { @@ -7459,18 +674,12 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## The Economy Module\n", - "\n", - "It may not be an obvious choice, but it can get the job done in a similar way as `openbb.stocks.ca.hist()`.\n", - "\n", - "### openbb.economy.index()\n", - "\n", - "This function can be coaxed into completing the same task, with slight differences being the `column` argument, and `returns` is a boolean choice for calculating the cumulative returns over the entire history." + "To demonstrate the difference between sources, let's compare values for daily volume from several sources." ] }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 7, "metadata": {}, "outputs": [ { @@ -7494,19 +703,13 @@ " \n", " \n", " \n", - " META\n", - " AAPL\n", - " AMZN\n", - " NFLX\n", - " GOOG\n", - " MSFT\n", - " TSLA\n", + " AV Volume\n", + " FMP Volume\n", + " Intrinio Volume\n", + " Yahoo Volume\n", " \n", " \n", - " Date\n", - " \n", - " \n", - " \n", + " date\n", " \n", " \n", " \n", @@ -7515,62 +718,191 @@ " \n", " \n", " \n", - " 2023-05-18\n", - " 246.850006\n", - " 175.050003\n", - " 118.150002\n", - " 371.290009\n", - " 123.519997\n", - " 318.519989\n", - " 176.889999\n", + " 2023-11-09\n", + " 83174417.0\n", + " 83071417\n", + " 83174417.0\n", + " 83174400\n", + " \n", + " \n", + " 2023-11-10\n", + " 89558054.0\n", + " 89558054\n", + " 89558054.0\n", + " 89462200\n", + " \n", + " \n", + " 2023-11-13\n", + " 52236068.0\n", + " 52192568\n", + " 52236068.0\n", + " 52236100\n", + " \n", + " \n", + " 2023-11-14\n", + " 97176935.0\n", + " 97130503\n", + " 97176935.0\n", + " 97176900\n", + " \n", + " \n", + " 2023-11-15\n", + " 77327573.0\n", + " 77327573\n", + " 77327573.0\n", + " 77327600\n", + " \n", + " \n", + " 2023-11-16\n", + " 66665797.0\n", + " 66654468\n", + " 66665797.0\n", + " 66665800\n", + " \n", + " \n", + " 2023-11-17\n", + " 83193902.0\n", + " 83193902\n", + " 83193902.0\n", + " 83133200\n", + " \n", + " \n", + " 2023-11-20\n", + " 70055633.0\n", + " 69614633\n", + " 70055633.0\n", + " 69936200\n", " \n", " \n", - " 2023-05-19\n", - " 245.639999\n", - " 175.160004\n", - " 116.250000\n", - " 365.359985\n", - " 123.250000\n", - " 318.339996\n", - " 180.139999\n", + " 2023-11-21\n", + " 49244639.0\n", + " 49244639\n", + " 49244639.0\n", + " 49244600\n", " \n", " \n", - " 2023-05-22\n", - " 251.149994\n", - " 173.779999\n", - " 114.544998\n", - " 366.720001\n", - " 126.144997\n", - " 321.709991\n", - " 184.540100\n", + " 2023-11-22\n", + " 59446573.0\n", + " 59313820\n", + " 58205780.0\n", + " 59394900\n", " \n", " \n", "\n", "" ], "text/plain": [ - " META AAPL AMZN NFLX GOOG \\\n", - "Date \n", - "2023-05-18 246.850006 175.050003 118.150002 371.290009 123.519997 \n", - "2023-05-19 245.639999 175.160004 116.250000 365.359985 123.250000 \n", - "2023-05-22 251.149994 173.779999 114.544998 366.720001 126.144997 \n", - "\n", - " MSFT TSLA \n", - "Date \n", - "2023-05-18 318.519989 176.889999 \n", - "2023-05-19 318.339996 180.139999 \n", - "2023-05-22 321.709991 184.540100 " + " AV Volume FMP Volume Intrinio Volume Yahoo Volume\n", + "date \n", + "2023-11-09 83174417.0 83071417 83174417.0 83174400\n", + "2023-11-10 89558054.0 89558054 89558054.0 89462200\n", + "2023-11-13 52236068.0 52192568 52236068.0 52236100\n", + "2023-11-14 97176935.0 97130503 97176935.0 97176900\n", + "2023-11-15 77327573.0 77327573 77327573.0 77327600\n", + "2023-11-16 66665797.0 66654468 66665797.0 66665800\n", + "2023-11-17 83193902.0 83193902 83193902.0 83133200\n", + "2023-11-20 70055633.0 69614633 70055633.0 69936200\n", + "2023-11-21 49244639.0 49244639 49244639.0 49244600\n", + "2023-11-22 59446573.0 59313820 58205780.0 59394900" ] }, - "execution_count": 25, + "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "df_compare2 = openbb.economy.index(indices = tickers, column = 'Adj Close')\n", + "# Collect the data\n", + "\n", + "yahoo = obb.equity.price.historical(\"spy\", provider=\"yfinance\").to_df()\n", + "alphavantage = obb.equity.price.historical(\"spy\", provider = \"alpha_vantage\").to_df()\n", + "intrinio = obb.equity.price.historical(\"spy\", provider=\"intrinio\").to_df()\n", + "fmp = obb.equity.price.historical(\"spy\", provider=\"fmp\").to_df()\n", + "\n", + "# Make a new DataFrame with just the volume columns\n", + "compare = pd.DataFrame()\n", + "compare[\"AV Volume\"] = alphavantage[\"volume\"].tail(10)\n", + "compare[\"FMP Volume\"] = fmp[\"volume\"].tail(10)\n", + "compare[\"Intrinio Volume\"] = intrinio[\"volume\"].tail(10)\n", + "compare[\"Yahoo Volume\"] = yahoo[\"volume\"].tail(10)\n", + "\n", + "compare\n" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Other Types of Symbols\n", + "\n", + "Other types of assets and ticker symbols can be loaded from `obb.equity.price.historical()`, below are some examples but not an exhaustive list.\n", + "\n", + "### Share Classes\n", + "\n", + "Some sources use `-` as the distinction between a share class, e.g., `BRK-A` and `BRK-B`. Other formats include:\n", + "\n", + "- A period: `BRK.A`\n", + "- A slash: `BRK/A`\n", + "- No separator, the share class becomes the fourth or fifth letter.\n", "\n", - "df_compare2.tail(3)" + "```python\n", + "obb.equity.price.historical(\"brk.b\", provider=\"polygon\")\n", + "```\n", + "\n", + "```python\n", + "obb.equity.price.historical(\"brk-b\", provider=\"fmp\")\n", + "```\n", + "\n", + "While some providers handle the different formats on their end, others do not. This is something to consider when no results are returned from one source. Some may even use a combination, or accept multiple variations. Sometimes there is no real logic behind the additional characters, `GOOGL` vs. `GOOG`. These are known unknown variables of ticker symbology, what's good for one source may return errors from another. \n", + "\n", + "### Regional Identifiers\n", + "\n", + "With providers supporting market data from multiple jurisdictions, the most common method for requesting data outside of US-listings is to append a suffix to the ticker symbol (e.g., `RELIANCE.NS` for Indian equities). Formats may be unique to a provider, so it is best to review the source's documentation for an overview of their specific conventions. [This page](https://help.yahoo.com/kb/SLN2310.html) on Yahoo describes how they format symbols, which many others follow to some degree.\n", + "\n", + "### Indexes\n", + "\n", + "Sources will have their own treatment of these symbols, some examples are:\n", + "\n", + "- YahooFinance/FMP/CBOE: ^RUT\n", + "- Polygon: I:NDX\n", + "\n", + "### Currencies\n", + "\n", + "FX symbols face the same dilemna as share classes, there are several variations of the same symbol.\n", + "\n", + "- YahooFinance: `EURUSD=X`\n", + "- Polygon: `C:EURUSD`\n", + "- AlphaVantage/FMP: `EURUSD`\n", + "\n", + "**The symbol prefixes are handled internally when `obb.currency.price.historical()` is used to enter a pair with no extra characters.**\n", + "\n", + "### Crypto\n", + "\n", + "Similar, but different to FX tickers.\n", + "\n", + "- YahooFinance: `BTC-USD`\n", + "- Polygon: `X:BTCUSD`\n", + "- AlphaVantage/FMP: `BTCUSD`\n", + "\n", + "**The symbol prefixes are handled internally when `obb.crypto.price.historical()` is used to enter a pair with no extra characters and placing the fiat currency second.**\n", + "\n", + "### Futures\n", + "\n", + "Historical prices for active contracts, and the continuation chart, can be fetched via `yfinance`.\n", + "\n", + "- Continuous front-month: `CL=F`\n", + "- December 2023 contract: `CLZ24.NYM`\n", + "- March 2024 contract: `CLH24.NYM`\n", + "\n", + "Individual contracts will require knowing which of the CME venues the future is listed on. `[\"NYM\", \"NYB\", \"CME\", \"CBT\"]`.\n", + "\n", + "### Options\n", + "\n", + "Individual options contracts are also loadable from `openbb.equity.price.historical()`.\n", + "\n", + "- YahooFinance: `SPY241220P00400000`\n", + "- Polygon: `O:SPY241220P00400000`" ] }, { @@ -7578,21 +910,14 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Some daily historical prices, or index levels, are part of the FRED library. For example, the Nasdaq Composite Index." + "These examples represent only a few methods for fetching historical price data. Explore the contents of each module to find more!" ] }, { "cell_type": "code", - "execution_count": 128, + "execution_count": 8, "metadata": {}, "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{'SP500': {'title': 'S&P 500', 'units': 'Index'}}\n" - ] - }, { "data": { "text/html": [ @@ -7614,19018 +939,614 @@ " \n", " \n", " \n", - " SP500\n", + " open\n", + " high\n", + " low\n", + " close\n", + " volume\n", + " dividends\n", + " stock splits\n", + " \n", + " \n", + " date\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", " \n", " \n", " \n", " \n", - " 2023-05-23\n", - " 4145.58\n", + " 2022-11-22\n", + " 43.08\n", + " 44.24\n", + " 43.00\n", + " 43.00\n", + " 287\n", + " 0.0\n", + " 0.0\n", + " \n", + " \n", + " 2022-11-23\n", + " 41.58\n", + " 42.45\n", + " 39.00\n", + " 39.00\n", + " 6\n", + " 0.0\n", + " 0.0\n", + " \n", + " \n", + " 2022-11-28\n", + " 42.50\n", + " 42.90\n", + " 42.50\n", + " 42.90\n", + " 18\n", + " 0.0\n", + " 0.0\n", + " \n", + " \n", + " 2022-11-30\n", + " 41.00\n", + " 41.00\n", + " 41.00\n", + " 41.00\n", + " 1\n", + " 0.0\n", + " 0.0\n", + " \n", + " \n", + " 2022-12-01\n", + " 40.73\n", + " 40.81\n", + " 39.85\n", + " 40.25\n", + " 42\n", + " 0.0\n", + " 0.0\n", + " \n", + " \n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " ...\n", + " \n", + " \n", + " 2023-11-16\n", + " 11.41\n", + " 11.88\n", + " 11.27\n", + " 11.70\n", + " 264\n", + " 0.0\n", + " 0.0\n", + " \n", + " \n", + " 2023-11-17\n", + " 11.50\n", + " 11.50\n", + " 11.19\n", + " 11.40\n", + " 0\n", + " 0.0\n", + " 0.0\n", + " \n", + " \n", + " 2023-11-20\n", + " 11.00\n", + " 11.10\n", + " 10.50\n", + " 10.76\n", + " 121\n", + " 0.0\n", + " 0.0\n", + " \n", + " \n", + " 2023-11-21\n", + " 10.90\n", + " 10.95\n", + " 10.75\n", + " 10.75\n", + " 17\n", + " 0.0\n", + " 0.0\n", + " \n", + " \n", + " 2023-11-22\n", + " 10.50\n", + " 10.82\n", + " 10.25\n", + " 10.61\n", + " 77\n", + " 0.0\n", + " 0.0\n", " \n", " \n", "\n", + "

239 rows × 7 columns

\n", "" ], "text/plain": [ - " SP500\n", - "2023-05-23 4145.58" + " open high low close volume dividends stock splits\n", + "date \n", + "2022-11-22 43.08 44.24 43.00 43.00 287 0.0 0.0\n", + "2022-11-23 41.58 42.45 39.00 39.00 6 0.0 0.0\n", + "2022-11-28 42.50 42.90 42.50 42.90 18 0.0 0.0\n", + "2022-11-30 41.00 41.00 41.00 41.00 1 0.0 0.0\n", + "2022-12-01 40.73 40.81 39.85 40.25 42 0.0 0.0\n", + "... ... ... ... ... ... ... ...\n", + "2023-11-16 11.41 11.88 11.27 11.70 264 0.0 0.0\n", + "2023-11-17 11.50 11.50 11.19 11.40 0 0.0 0.0\n", + "2023-11-20 11.00 11.10 10.50 10.76 121 0.0 0.0\n", + "2023-11-21 10.90 10.95 10.75 10.75 17 0.0 0.0\n", + "2023-11-22 10.50 10.82 10.25 10.61 77 0.0 0.0\n", + "\n", + "[239 rows x 7 columns]" ] }, - "execution_count": 128, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "sp500 = openbb.economy.fred([\"SP500\"])\n", - "\n", - "# Note that the return from FRED is a Tuple, and the second element is the Series ID and description.\n", - "\n", - "print(sp500[1])\n", - "\n", - "sp500[0].tail(1)" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "This endpoint also has a fast method for plotting series, simply add `_chart` to the command." + "obb.equity.price.historical(\"SPY241220P00400000\", provider=\"yfinance\").to_df()\n" ] }, { "cell_type": "code", - "execution_count": 131, + "execution_count": 9, "metadata": {}, "outputs": [ { "data": { - "application/vnd.plotly.v1+json": { - "config": { - "displaylogo": false, - "plotlyServerURL": "https://plot.ly", - "scrollZoom": true - }, - "data": [ - { - "hovertemplate": "%{y}", - "name": "Dow Jones Composite Average (Index) [x 10K]", - "showlegend": true, - "type": "scatter", - "x": [ - "2013-05-24T00:00:00", - "2013-05-28T00:00:00", - "2013-05-29T00:00:00", - "2013-05-30T00:00:00", - "2013-05-31T00:00:00", - "2013-06-03T00:00:00", - "2013-06-04T00:00:00", - "2013-06-05T00:00:00", - "2013-06-06T00:00:00", - "2013-06-07T00:00:00", - 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Selecting `CCXT` will activate the `--exchange` argument, which allows the user to target a specific venue. \n", - "\n", - "Choices of exchange are: [\n", - "\n", - " ace,alpaca,ascendex,bequant,bigone,binance,binancecoinm,binanceus,binanceusdm,bit2c,bitbank,bitbay,bitcoincom,\n", - " bitfinex,bitfinex2,bitflyer,bitforex,bitget,bithumb,bitmart,bitmex,bitopro,bitpanda,bitrue,bitso,bitstamp,bitstamp1,\n", - " bittrex,bitvavo,bkex,bl3p,btcalpha,btcbox,btcex,btcmarkets,btctradeua,btcturk,buda,bybit,cex,coinbase,coinbaseprime,coinbasepro,\n", - " coincheck,coinex,coinfalcon,coinmate,coinone,coinspot,cryptocom,currencycom,delta,deribit,digifinex,exmo,flowbtc,fmfwio,gate,\n", - " gateio,gemini,hitbtc,hitbtc3,hollaex,huobi,huobijp,huobipro,idex,independentreserve,indodax,itbit,kraken,krakenfutures,kucoin,\n", - " kucoinfutures,kuna,latoken,lbank,lbank2,lykke,mercado,mexc,mexc3,ndax,novadax,oceanex,okcoin,okex,okex5,okx,paymium,phemex,\n", - " poloniex,poloniexfutures,probit,ripio,stex,tidex,timex,tokocrypto,upbit,wavesexchange,wazirx,whitebit,woo,yobit,zaif,zb,zonda\n", - "]\n", - "\n", - "**Note**: Asset coverage and history varies widely by exchange." + "obb.equity.price.historical(\"^RUT\", provider=\"cboe\").to_df()\n" ] }, { "cell_type": "code", - "execution_count": 149, + "execution_count": 10, "metadata": {}, "outputs": [ { "data": { - "application/vnd.plotly.v1+json": { - "config": { - "displaylogo": false, - "plotlyServerURL": "https://plot.ly", - "scrollZoom": true - }, - "data": [ - { - "hovertemplate": "%{y}", - "mode": "lines", - "name": "", - "showlegend": false, - "type": "scatter", - "x": [ - "2013-12-27T00:00:00", - "2013-12-28T00:00:00", - "2013-12-29T00:00:00", - "2013-12-30T00:00:00", - "2013-12-31T00:00:00", - "2014-01-01T00:00:00", - "2014-01-02T00:00:00", - "2014-01-03T00:00:00", - "2014-01-04T00:00:00", - "2014-01-05T00:00:00", - "2014-01-06T00:00:00", - "2014-01-07T00:00:00", - "2014-01-08T00:00:00", - "2014-01-09T00:00:00", - "2014-01-10T00:00:00", - "2014-01-11T00:00:00", - "2014-01-12T00:00:00", - "2014-01-13T00:00:00", - "2014-01-14T00:00:00", - 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2023-11-161797.0000001797.0000001767.4200401773.76001039645200001783.80November 16, 231773.7600103.964520e+09-23.23999-1.29000-0.012900
2023-11-171784.8599901798.4399401784.8599901797.77002037772400001791.48November 17, 231797.7700203.777240e+0912.910030.723310.007233
2023-11-201798.5600601809.2099601794.7099601807.07996036447900001802.39November 20, 231807.0799603.644790e+098.519900.473710.004737
2023-11-211799.3299601799.3299601783.2600101783.26001035110800001791.29November 21, 231783.2600103.511080e+09-16.06995-0.89311-0.008931
2023-11-221792.5114801803.1167001789.8768301795.54041001796.18November 22, 231795.5404100.000000e+003.028930.168980.001690
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252 rows × 12 columns

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" + ], + "text/plain": [ + " open high low close volume \\\n", + "date \n", + "2022-11-22 1843.869995 1861.079956 1840.040039 1860.439941 3887990000 \n", + "2022-11-23 1857.589966 1868.920044 1851.680054 1863.520020 3279720000 \n", + "2022-11-25 1862.920044 1873.589966 1861.000000 1869.189941 1706460000 \n", + "2022-11-28 1857.180054 1857.520020 1827.079956 1830.959961 3615430000 \n", + "2022-11-29 1832.520020 1846.069946 1832.520020 1836.550049 3546040000 \n", + "... ... ... ... ... ... \n", + "2023-11-16 1797.000000 1797.000000 1767.420040 1773.760010 3964520000 \n", + "2023-11-17 1784.859990 1798.439940 1784.859990 1797.770020 3777240000 \n", + "2023-11-20 1798.560060 1809.209960 1794.709960 1807.079960 3644790000 \n", + "2023-11-21 1799.329960 1799.329960 1783.260010 1783.260010 3511080000 \n", + "2023-11-22 1792.511480 1803.116700 1789.876830 1795.540410 0 \n", + "\n", + " vwap label adj_close unadjusted_volume \\\n", + "date \n", + "2022-11-22 1853.85 November 22, 22 1860.439941 3.887990e+09 \n", + "2022-11-23 1861.37 November 23, 22 1863.520020 3.279720e+09 \n", + "2022-11-25 1867.93 November 25, 22 1869.189941 1.706460e+09 \n", + "2022-11-28 1838.52 November 28, 22 1830.959961 3.615430e+09 \n", + "2022-11-29 1838.38 November 29, 22 1836.550049 3.546040e+09 \n", + "... ... ... ... ... \n", + "2023-11-16 1783.80 November 16, 23 1773.760010 3.964520e+09 \n", + "2023-11-17 1791.48 November 17, 23 1797.770020 3.777240e+09 \n", + "2023-11-20 1802.39 November 20, 23 1807.079960 3.644790e+09 \n", + "2023-11-21 1791.29 November 21, 23 1783.260010 3.511080e+09 \n", + "2023-11-22 1796.18 November 22, 23 1795.540410 0.000000e+00 \n", + "\n", + " change change_percent change_over_time \n", + "date \n", + "2022-11-22 16.56995 0.89865 0.008986 \n", + "2022-11-23 5.93005 0.31923 0.003192 \n", + "2022-11-25 6.26990 0.33656 0.003366 \n", + "2022-11-28 -26.22009 -1.41000 -0.014100 \n", + "2022-11-29 4.03003 0.21992 0.002199 \n", + "... ... ... ... \n", + "2023-11-16 -23.23999 -1.29000 -0.012900 \n", + "2023-11-17 12.91003 0.72331 0.007233 \n", + "2023-11-20 8.51990 0.47371 0.004737 \n", + "2023-11-21 -16.06995 -0.89311 -0.008931 \n", + "2023-11-22 3.02893 0.16898 0.001690 \n", + "\n", + "[252 rows x 12 columns]" + ] }, + "execution_count": 10, "metadata": {}, - "output_type": "display_data" + "output_type": "execute_result" } ], "source": [ - "btc_usdt = openbb.crypto.load(symbol = 'BTC', to_symbol = 'USDT', source = 'CCXT', exchange = 'bitcoincom', start_date = '2010-01-01')\n", - "openbb.qa.line(data = btc_usdt[\"Close\"], title = \" Daily BTC/USDT\", log_y = True)" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### openbb.crypto.dd.mt()\n", - "\n", - "This function returns crpyto time-series data from Messari, selectable by `timeseries_id`. Find the appropriate value with, `openbb.crypto.dd.get_mt()`. " + "obb.equity.price.historical(\"^RUT\", provider=\"fmp\").to_df()\n" ] }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 11, "metadata": {}, "outputs": [ { @@ -26649,13 +1570,19 @@ " \n", " \n", " \n", - " Title\n", - " Description\n", - " Requires Paid Key\n", - " Sources\n", + " open\n", + " high\n", + " low\n", + " close\n", + " volume\n", + " dividends\n", + " stock splits\n", " \n", " \n", - " id\n", + " date\n", + " \n", + " \n", + " \n", " \n", " \n", " \n", @@ -26664,39 +1591,54 @@ " \n", " \n", " \n", - " sply.total.iss\n", - " Total Issuance\n", - " The sum USD value of all new native units issu...\n", - " False\n", - " Coinmetrics\n", + " 2022-11-22\n", + " 72.00\n", + " 72.50\n", + " 71.70\n", + " 71.91\n", + " 6101\n", + " 0.0\n", + " 0.0\n", " \n", " \n", - " sply.circ\n", - " Circulating Supply\n", - " The circulating supply acknowledges that token...\n", - " False\n", - " \n", + " 2022-11-23\n", + " 72.01\n", + " 72.12\n", + " 70.53\n", + " 71.33\n", + " 10513\n", + " 0.0\n", + " 0.0\n", " \n", " \n", - " txn.fee.avg\n", - " Average Transaction Fees\n", - " The USD value of the mean fee per transaction ...\n", - " False\n", - " Coinmetrics\n", + " 2022-11-25\n", + " 71.21\n", + " 72.21\n", + " 70.55\n", + " 70.66\n", + " 5609\n", + " 0.0\n", + " 0.0\n", " \n", " \n", - " txn.tfr.val.adj.ntv\n", - " Adjusted Transaction Volume (Native Units)\n", - " The sum of native units transferred between di...\n", - " False\n", - " Coinmetrics\n", + " 2022-11-28\n", + " 70.50\n", + " 71.53\n", + " 69.26\n", + " 71.21\n", + " 12409\n", + " 0.0\n", + " 0.0\n", " \n", " \n", - " txn.tfr.erc721.cnt\n", - " ERC-721 Transfer Count\n", - " The sum count of ERC-721 transfers in that int...\n", - " False\n", - " Coinmetrics\n", + " 2022-11-29\n", + " 70.80\n", + " 72.53\n", + " 70.61\n", + " 71.77\n", + " 14418\n", + " 0.0\n", + " 0.0\n", " \n", " \n", " ...\n", @@ -26704,1530 +1646,371 @@ " ...\n", " ...\n", " ...\n", + " ...\n", + " ...\n", + " ...\n", " \n", " \n", - " mcap.circ\n", - " Circulating Marketcap\n", - " The circulating marketcap is the price of the ...\n", - " False\n", - " Messari,Kaiko\n", + " 2023-11-16\n", + " 73.94\n", + " 74.10\n", + " 70.94\n", + " 71.34\n", + " 58159\n", + " 0.0\n", + " 0.0\n", " \n", " \n", - " cg.sply.circ\n", - " Circulating Supply (CoinGecko)\n", - " The circulating supply acknowledges that token...\n", - " False\n", - " \n", + " 2023-11-17\n", + " 71.37\n", + " 73.69\n", + " 71.21\n", + " 73.58\n", + " 36644\n", + " 0.0\n", + " 0.0\n", " \n", " \n", - " real.vol\n", - " Real Volume\n", - " It is well known that many exchanges conduct w...\n", - " False\n", - " Kaiko\n", + " 2023-11-20\n", + " 73.05\n", + " 75.39\n", + " 73.05\n", + " 74.98\n", + " 38285\n", + " 0.0\n", + " 0.0\n", " \n", " \n", - " twitter.followers\n", - " Twitter Followers\n", - " The number of followers of the asset's primary...\n", - " False\n", - " CoinGecko\n", + " 2023-11-21\n", + " 74.65\n", + " 75.05\n", + " 74.39\n", + " 74.98\n", + " 26277\n", + " 0.0\n", + " 0.0\n", " \n", " \n", - " reddit.subscribers\n", - " Reddit Subscribers\n", - " The number of subscribers on the asset's prima...\n", - " False\n", - " Reddit\n", + " 2023-11-22\n", + " 74.07\n", + " 74.07\n", + " 73.41\n", + " 73.61\n", + " 611\n", + " 0.0\n", + " 0.0\n", " \n", " \n", "\n", - "

61 rows × 4 columns

\n", + "

252 rows × 7 columns

\n", "" ], "text/plain": [ - " Title \\\n", - "id \n", - "sply.total.iss Total Issuance \n", - "sply.circ Circulating Supply \n", - "txn.fee.avg Average Transaction Fees \n", - "txn.tfr.val.adj.ntv Adjusted Transaction Volume (Native Units) \n", - "txn.tfr.erc721.cnt ERC-721 Transfer Count \n", - "... ... \n", - "mcap.circ Circulating Marketcap \n", - "cg.sply.circ Circulating Supply (CoinGecko) \n", - "real.vol Real Volume \n", - "twitter.followers Twitter Followers \n", - "reddit.subscribers Reddit Subscribers \n", + " open high low close volume dividends stock splits\n", + "date \n", + "2022-11-22 72.00 72.50 71.70 71.91 6101 0.0 0.0\n", + "2022-11-23 72.01 72.12 70.53 71.33 10513 0.0 0.0\n", + "2022-11-25 71.21 72.21 70.55 70.66 5609 0.0 0.0\n", + "2022-11-28 70.50 71.53 69.26 71.21 12409 0.0 0.0\n", + "2022-11-29 70.80 72.53 70.61 71.77 14418 0.0 0.0\n", + "... ... ... ... ... ... ... ...\n", + "2023-11-16 73.94 74.10 70.94 71.34 58159 0.0 0.0\n", + "2023-11-17 71.37 73.69 71.21 73.58 36644 0.0 0.0\n", + "2023-11-20 73.05 75.39 73.05 74.98 38285 0.0 0.0\n", + "2023-11-21 74.65 75.05 74.39 74.98 26277 0.0 0.0\n", + "2023-11-22 74.07 74.07 73.41 73.61 611 0.0 0.0\n", "\n", - " Description \\\n", - "id \n", - "sply.total.iss The sum USD value of all new native units issu... \n", - "sply.circ The circulating supply acknowledges that token... \n", - "txn.fee.avg The USD value of the mean fee per transaction ... \n", - "txn.tfr.val.adj.ntv The sum of native units transferred between di... \n", - "txn.tfr.erc721.cnt The sum count of ERC-721 transfers in that int... \n", - "... ... \n", - "mcap.circ The circulating marketcap is the price of the ... \n", - "cg.sply.circ The circulating supply acknowledges that token... \n", - "real.vol It is well known that many exchanges conduct w... \n", - "twitter.followers The number of followers of the asset's primary... \n", - "reddit.subscribers The number of subscribers on the asset's prima... \n", - "\n", - " Requires Paid Key Sources \n", - "id \n", - "sply.total.iss False Coinmetrics \n", - "sply.circ False \n", - "txn.fee.avg False Coinmetrics \n", - "txn.tfr.val.adj.ntv False Coinmetrics \n", - "txn.tfr.erc721.cnt False Coinmetrics \n", - "... ... ... \n", - "mcap.circ False Messari,Kaiko \n", - "cg.sply.circ False \n", - "real.vol False Kaiko \n", - "twitter.followers False CoinGecko \n", - "reddit.subscribers False Reddit \n", - "\n", - "[61 rows x 4 columns]" + "[252 rows x 7 columns]" ] }, - "execution_count": 32, + "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "openbb.crypto.dd.get_mt()" + "obb.equity.price.historical(\"CLZ24.NYM\", provider=\"yfinance\").to_df()\n" ] }, { "cell_type": "code", - "execution_count": 157, + "execution_count": 12, "metadata": {}, "outputs": [ { "data": { - "application/vnd.plotly.v1+json": { - "config": { - "displaylogo": false, - "plotlyServerURL": "https://plot.ly", - "scrollZoom": true - }, - "data": [ - { - "hovertemplate": "%{y}", - "mode": "lines", - "name": "", - "showlegend": false, - "type": "scatter", - "x": [ - "2015-08-10T00:00:00", - "2015-08-24T00:00:00", - "2015-09-07T00:00:00", - "2015-09-21T00:00:00", - "2015-10-05T00:00:00", - 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openhighlowclosevolumevwaplabeladj_closeunadjusted_volumechangechange_percentchange_over_time
date
2022-11-2280.2282.3679.8580.9526961581.05November 22, 2280.949997269615.00.730.910000.009100
2022-11-2381.0881.9576.8377.9437914578.91November 23, 2277.940002379145.0-3.14-3.87000-0.038700
2022-11-2577.5179.9076.2276.2826645177.47November 25, 2276.279999266451.0-1.23-1.59000-0.015900
2022-11-2875.9377.8473.6077.2440503376.23November 28, 2277.239998405033.01.311.730000.017300
2022-11-2976.5479.6576.2978.2038186978.05November 29, 2278.199997381869.01.662.170000.021700
.......................................
2023-11-1772.9775.9972.7575.8910148474.88November 17, 2375.890000101484.02.924.000000.040000
2023-11-1975.6575.8075.6575.801075.75November 19, 2375.80000010.00.150.198280.001983
2023-11-2075.6578.2275.6577.6027063877.16November 20, 2377.600000270638.01.952.580000.025800
2023-11-2177.6577.9276.9277.7727063877.54November 21, 2377.770000270638.00.120.154540.001545
2023-11-2277.7777.9773.7976.7836868676.18November 22, 2376.780000368686.0-0.99-1.27000-0.012700
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" + ], + "text/plain": [ + " open high low close volume vwap label \\\n", + "date \n", + "2022-11-22 80.22 82.36 79.85 80.95 269615 81.05 November 22, 22 \n", + "2022-11-23 81.08 81.95 76.83 77.94 379145 78.91 November 23, 22 \n", + "2022-11-25 77.51 79.90 76.22 76.28 266451 77.47 November 25, 22 \n", + "2022-11-28 75.93 77.84 73.60 77.24 405033 76.23 November 28, 22 \n", + "2022-11-29 76.54 79.65 76.29 78.20 381869 78.05 November 29, 22 \n", + "... ... ... ... ... ... ... ... \n", + "2023-11-17 72.97 75.99 72.75 75.89 101484 74.88 November 17, 23 \n", + "2023-11-19 75.65 75.80 75.65 75.80 10 75.75 November 19, 23 \n", + "2023-11-20 75.65 78.22 75.65 77.60 270638 77.16 November 20, 23 \n", + "2023-11-21 77.65 77.92 76.92 77.77 270638 77.54 November 21, 23 \n", + "2023-11-22 77.77 77.97 73.79 76.78 368686 76.18 November 22, 23 \n", + "\n", + " adj_close unadjusted_volume change change_percent \\\n", + "date \n", + "2022-11-22 80.949997 269615.0 0.73 0.91000 \n", + "2022-11-23 77.940002 379145.0 -3.14 -3.87000 \n", + "2022-11-25 76.279999 266451.0 -1.23 -1.59000 \n", + "2022-11-28 77.239998 405033.0 1.31 1.73000 \n", + "2022-11-29 78.199997 381869.0 1.66 2.17000 \n", + "... ... ... ... ... \n", + "2023-11-17 75.890000 101484.0 2.92 4.00000 \n", + "2023-11-19 75.800000 10.0 0.15 0.19828 \n", + "2023-11-20 77.600000 270638.0 1.95 2.58000 \n", + "2023-11-21 77.770000 270638.0 0.12 0.15454 \n", + "2023-11-22 76.780000 368686.0 -0.99 -1.27000 \n", + "\n", + " change_over_time \n", + "date \n", + "2022-11-22 0.009100 \n", + "2022-11-23 -0.038700 \n", + "2022-11-25 -0.015900 \n", + "2022-11-28 0.017300 \n", + "2022-11-29 0.021700 \n", + "... ... \n", + "2023-11-17 0.040000 \n", + "2023-11-19 0.001983 \n", + "2023-11-20 0.025800 \n", + "2023-11-21 0.001545 \n", + "2023-11-22 -0.012700 \n", + "\n", + "[277 rows x 12 columns]" + ] }, + "execution_count": 12, "metadata": {}, - "output_type": "display_data" + "output_type": "execute_result" } ], "source": [ - "data = openbb.crypto.dd.mt('eth', timeseries_id='price', start_date = '2010-01-01', interval = '1w')[0]\n", - "openbb.qa.line(data = data[\"close\"], log_y = True, title = \"ETH/USD - Weekly\")" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "These examples represent only a few methods for fetching historical price data. Explore the contents of each module to find more!" + "obb.equity.price.historical(\"CL=F\", provider=\"fmp\").to_df()\n" ] } ], @@ -28247,7 +2030,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.8" + "version": "3.11.4" }, "orig_nbformat": 4 }, diff --git a/examples/v3/README.md b/examples/v3/README.md new file mode 100644 index 000000000000..18e6e9197775 --- /dev/null +++ b/examples/v3/README.md @@ -0,0 +1,79 @@ +# Jupyter Notebook Examples Using the OpenBB SDK + +This folder is a collection of example notebooks that demonstrate some of the ways to get started using the OpenBB SDK. To run them, ensure that the active kernel selected is the same Python virtual environment where OpenBB was installed. + +## Table of Contents + +:::note +These examples are for a deprecated version, the code and examples may have bugs and outdated syntax. +::: + +### loadHistoricalPriceData + +This notebook walks through collecting historical price data using a variety of methods and sources. + +- Loading data with different intervals, and changing sources. +- A brief explanation of ticker symbology. +- Using other functions and modules to load data with besides `openbb.stocks.load()`. +- Gang-loading a list of tickers' price data in a single call. +- Drawing candle and line charts. + +### copperToGoldRatio + +This notebook explains how to calculate and plot the Copper-to-Gold ratio. + +- Loading historical front-month futures prices. +- Getting the historical series from FRED for the 10-year constant maturity US treasury bill. +- Performing basic DataFrame operations. +- Creating OpenBB Figure objects, and plotting on two y-axis. + +### realizedVolatilityModels + +This notebook demonstrates the six, realized volatility models within the Technical Analysis module. + +- Explore differences between: + - Standard Deviation + - Parkinson + - Hodges-Tompkins + - Garman-Klass + - Rogers-Satchell + - Yang-Zhang +- Creating and plotting realized volatility cones. +- Overlaying multiple time series. +- Use the calculated outputs as inputs to a forecast model. + +### usdLiquidityIndex + +This notebook demonstrates how to query the Federal Reserve Economic Database and recreate the USD Liquidity Index. + +- Search FRED for series IDs. +- Load multiple series as a single call. +- Unpacking the data response from the FRED query. +- Perform arithmetic operations on a DataFrame. +- Normalization methods for a series or DataFrame. +- Simple processes for creating charts. + +### optionsChains + +This notebook demonstrates how to fetch and work with options chains data. + +- Use the new method for loading options chains data. +- Examine the differences of the data, between sources. +- Calculate and visualize volume and open interest by strike and expiration. +- Calculate and visualize the Net Delta Exposure, in dollars, by strike and expiration. +- Visualize the term structure of the implied volatility skew. +- Get tables with multiple single-leg options strategies. + +### googleColabInstallation + +This notebook demonstrates how to install the OpenBB SDK within Google Colab. + +### volumeAtPrice + +Volume-at-price is a chart used by technical analysts as a visual gauge of where the trading levels are concentrated, relative to price and volume. In short, it is the sum of volume at different price levels. This notebook utilizes individual components of the OpenBB SDK and combines them to build a new view. + +- Price +- Volume +- VWAP +- SMA +- OpenBBFigure diff --git a/examples/v3/copperToGoldRatio.ipynb b/examples/v3/copperToGoldRatio.ipynb new file mode 100644 index 000000000000..45f5a7f7860d --- /dev/null +++ b/examples/v3/copperToGoldRatio.ipynb @@ -0,0 +1,95896 @@ +{ + "cells": [ + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# The Copper-to-Gold Ratio Using the OpenBB SDK\n", + "\n", + "The copper-to-gold ratio is known as a leading economic indicator. It is most commonly paired as a time series with the ten-year US Treasury yield. The notable events are the divergences in directional movement, signaling a fundamental regime change that will unfold over months and years. Not something to go YOLO into, but a metric to shape a long-term view of global economic conditions.\n", + "\n", + "The ratio is defined as dividing the spot price of one ounce of copper by an ounce gold. How much copper is bought with one ouce of gold. Sounds simple enough, divide the price of copper by the price of gold, done. The OpenBB SDK can make quick work out of this task, really quick. Let's explore." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [], + "source": [ + "# Import the SDK and Pandas for some calculations.\n", + "from datetime import datetime\n", + "import pandas as pd\n", + "from openbb_terminal.sdk import openbb\n", + "\n", + "from openbb_terminal import OpenBBFigure" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The most accessible data is going to be the continuous front-month futures contracts for physical delivery, listed on the CME. We'll create a Pandas Series for each asset, requesting all the daily historical data that is available." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [], + "source": [ + "data = pd.DataFrame(\n", + " openbb.futures.historical(\n", + " symbols = [\"GC\", \"HG\"],\n", + " start_date=\"2000-01-01\",\n", + " end_date = str(datetime.now().date())\n", + " )[\"Close\"]\n", + ").rename(\n", + " columns={\"GC\": \"Gold\", \"HG\": \"Copper\"}\n", + ")" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's inspect the results." + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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GoldCopper
Date
2000-08-30273.8999940.885
2000-08-31278.2999880.885
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" + ], + "text/plain": [ + " Gold Copper\n", + "Date \n", + "2000-08-30 273.899994 0.885\n", + "2000-08-31 278.299988 0.885" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.head(2)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To get the copper-to-gold ratio, divide the two columns along each row." + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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GoldCopperCopper/Gold Ratio
Date
2023-05-241962.8000493.55350.001810
2023-05-251943.0999763.58050.001843
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" + ], + "text/plain": [ + " Gold Copper Copper/Gold Ratio\n", + "Date \n", + "2023-05-24 1962.800049 3.5535 0.001810\n", + "2023-05-25 1943.099976 3.5805 0.001843" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data[\"Copper/Gold Ratio\"] = data['Copper']/data['Gold']\n", + "\n", + "data.tail(2)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Because the numbers are so small, the ratio is often be presented as a % value. 0.2% is a popular way to display the value. However, to plot it on the same y-axis as a Treasury yield, it needs to be multiplied by 1000. Let's alter the block above to include this." + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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GoldCopperCopper/Gold Ratio
Date
2023-05-241962.8000493.55351.810424
2023-05-251943.0999763.58051.842674
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" + ], + "text/plain": [ + " Gold Copper Copper/Gold Ratio\n", + "Date \n", + "2023-05-24 1962.800049 3.5535 1.810424\n", + "2023-05-25 1943.099976 3.5805 1.842674" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data[\"Copper/Gold Ratio\"] = (data['Copper']/data['Gold']) * 1000\n", + "\n", + "data.tail(2)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now let's add a column for the daily 10 Year US Treasury Yield. This can be requested using the `fred` function within the `economy` module. The first line in the block below requests the data, the second assigns it to a column in the target DataFrame." + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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GoldCopperCopper/Gold RatioUS 10-Year Constant Maturity
Date
2000-08-30273.8999940.8853.2311065.81
2000-08-31278.2999880.8853.1800225.73
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" + ], + "text/plain": [ + " Gold Copper Copper/Gold Ratio \\\n", + "Date \n", + "2000-08-30 273.899994 0.885 3.231106 \n", + "2000-08-31 278.299988 0.885 3.180022 \n", + "\n", + " US 10-Year Constant Maturity \n", + "Date \n", + "2000-08-30 5.81 \n", + "2000-08-31 5.73 " + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "us10year = openbb.economy.fred(['DGS10'])[0]\n", + "data['US 10-Year Constant Maturity'] = us10year[\"2000-08-30\":]\n", + "\n", + "data.head(2)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "With all the data collected, let's draw the chart to visualize the relationship." + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "name": "Copper/Gold Ratio (x1000) %", + "type": "scatter", + "x": 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%\")\n", + "fig.update({'layout': \n", + " {'xaxis': {'title': 'Date'},\n", + " 'yaxis': {'title': '%'},\n", + " 'title': 'Copper/Gold Ratio vs. US 10-Year Constant Maturity',\n", + " 'title_y':0.90,\n", + " 'title_x':0.5,\n", + "}})\n", + "fig.update_layout(\n", + " legend=dict(\n", + " yanchor=\"top\",\n", + " y=1,\n", + " xanchor=\"right\",\n", + " x=1.0\n", + " )\n", + ")" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "There is another way to create the figure object for the chart. Let's use the `plot` function from the `forecast` module to demonstrate." + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "displaylogo": false, + "plotlyServerURL": "https://plot.ly", + "scrollZoom": true + }, + "data": [ + { + "hovertemplate": "%{y}", + "name": "Copper/Gold Ratio", + "type": "scatter", + "x": [ + "2000-08-30T00:00:00", + "2000-08-31T00:00:00", + "2000-09-01T00:00:00", + "2000-09-05T00:00:00", + "2000-09-06T00:00:00", + "2000-09-07T00:00:00", + "2000-09-08T00:00:00", + "2000-09-11T00:00:00", + "2000-09-12T00:00:00", + "2000-09-13T00:00:00", + "2000-09-14T00:00:00", + "2000-09-15T00:00:00", + "2000-09-18T00:00:00", + "2000-09-19T00:00:00", + "2000-09-20T00:00:00", + "2000-09-21T00:00:00", + "2000-09-22T00:00:00", + "2000-09-25T00:00:00", + "2000-09-26T00:00:00", + "2000-09-27T00:00:00", + "2000-09-28T00:00:00", + "2000-09-29T00:00:00", + 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+ null, + 604800000 + ], + "value": "%Y-%m-%d" + }, + { + "dtickrange": [ + 604800000, + "M1" + ], + "value": "%Y-%m-%d" + }, + { + "dtickrange": [ + "M1", + null + ], + "value": "%Y-%m-%d" + } + ], + "title": { + "text": "Date" + }, + "type": "date" + }, + "yaxis": { + "title": { + "text": "%" + } + } + } + } + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig.update({'layout': \n", + " {'xaxis': {'title': 'Date'},\n", + " 'yaxis': {'title': '%'},\n", + " 'title': 'Copper/Gold Ratio vs. US 10-Year Constant Maturity',\n", + " 'title_y':0.98,\n", + " 'title_x':0.5,\n", + "}})\n", + "fig.update_layout(\n", + " legend=dict(\n", + " yanchor=\"top\",\n", + " y=1,\n", + " xanchor=\"right\",\n", + " x=1.0\n", + " ) \n", + ")" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "What we have currently is the price relationship between one Troy ounce of gold and one pound of copper. As we described the copper-to-gold ratio as the price-per-ounce of each, some adjustments are required to be true to the definition.\n", + "\n", + "- 1 ounce = 0.911458 Troy ounces\n", + "- 1 pound = 16 ounces\n", + " \n", + "To adjust the gold price as USD/ounce, multiply each row by 0.911458. To adjust the copper price, divide each row by 16." + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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GoldCopperCopper/Gold RatioUS 10-Year Constant MaturityCopper/Gold Ratio per Ounce (x1000) %
Date
2023-05-241962.8000493.55351.8104243.730.124143
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" + ], + "text/plain": [ + " Gold Copper Copper/Gold Ratio \\\n", + "Date \n", + "2023-05-24 1962.800049 3.5535 1.810424 \n", + "2023-05-25 1943.099976 3.5805 1.842674 \n", + "\n", + " US 10-Year Constant Maturity \\\n", + "Date \n", + "2023-05-24 3.73 \n", + "2023-05-25 NaN \n", + "\n", + " Copper/Gold Ratio per Ounce (x1000) % \n", + "Date \n", + "2023-05-24 0.124143 \n", + "2023-05-25 0.126355 " + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data['Copper/Gold Ratio per Ounce (x1000) %'] = (\n", + " ((data['Copper']/16)/(data['Gold']*0.911458))*1000\n", + ")\n", + "\n", + "data.tail(2)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The conversion to a per-ounce relationship has decreased the number where it wouldn't compare well on the same y-axis. Let's import the plotting function from the `/economy` menu in the OpenBB Terminal." + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [], + "source": [ + "from openbb_terminal.economy.plot_view import show_plot " + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\u001b[0;31mSignature:\u001b[0m\n", + "\u001b[0mshow_plot\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\u001b[0m\n", + "\u001b[0;34m\u001b[0m \u001b[0mdataset_yaxis_1\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", + "\u001b[0;34m\u001b[0m \u001b[0mdataset_yaxis_2\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", + "\u001b[0;34m\u001b[0m \u001b[0mexport\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mstr\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m''\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", + "\u001b[0;34m\u001b[0m \u001b[0msheet_name\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mOptional\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mstr\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m''\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", + "\u001b[0;34m\u001b[0m \u001b[0mexternal_axes\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mbool\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mFalse\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\n", + "\u001b[0;34m\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;31mDocstring:\u001b[0m\n", + "The ability to plot any data coming from EconDB, FRED or Yahoo Finance.\n", + "\n", + "Parameters\n", + "----------\n", + "dataset_yaxis_1: pd.DataFrame\n", + " Data you wish to plot on the first y-axis.\n", + "dataset_yaxis_2 : pd.DataFrame\n", + " Data you wish to plot on the second y-axis.\n", + "external_axes : bool, optional\n", + " Whether to return the figure object or not, by default False\n", + "\n", + "Returns\n", + "-------\n", + "Plots the data.\n", + "\u001b[0;31mFile:\u001b[0m ~/GitHub/OpenBBTerminal/openbb_terminal/economy/plot_view.py\n", + "\u001b[0;31mType:\u001b[0m function" + ] + } + ], + "source": [ + "show_plot?" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Each y-axis requires its own DataFrame, so let's make one for each next." + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [], + "source": [ + "y1 = pd.DataFrame(data[\"Copper/Gold Ratio per Ounce (x1000) %\"])\n", + "y2 = pd.DataFrame(data[\"US 10-Year Constant Maturity\"])\n", + "fig = show_plot(y1, y2, external_axes = True)" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "hovertemplate": "%{y}", + "mode": "lines", + "name": "Copper/Gold Ratio per 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The OpenBB SDK provides endless possibilities for creating unique indicators and analysis with the wide variety of data available at your fingertips. We love seeing the creations of users, so be sure to tag us on social media and show off your work." + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "obb", + "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": "3.10.8" + }, + "orig_nbformat": 4 + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/examples/googleColabInstallation.ipynb b/examples/v3/googleColabInstallation.ipynb similarity index 100% rename from examples/googleColabInstallation.ipynb rename to examples/v3/googleColabInstallation.ipynb diff --git a/examples/v3/loadHistoricalPriceData.ipynb b/examples/v3/loadHistoricalPriceData.ipynb new file mode 100644 index 000000000000..10e0db2e7111 --- /dev/null +++ b/examples/v3/loadHistoricalPriceData.ipynb @@ -0,0 +1,28256 @@ +{ + "cells": [ + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Downloading Historical Price Data Using the OpenBB SDK\n", + "\n", + "This notebook demonstrates the different ways to approach loading historical price data using the OpenBB SDK. There are obvious methods, and some less conventional ones. To begin, let's look at the Stocks module, but first, we need to initialize the notebook with the import statements block.\n", + "\n", + "## Import Statements" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "from openbb_terminal.sdk import openbb" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## The Stocks Module\n", + "\n", + "The `load` function is likely the first place to reach when requesting daily, or intraday, historical price data. `openbb.stocks.load()` is a versatile data aggregator, and not only for stocks.\n", + "\n", + "### openbb.stocks.load()\n", + "\n", + "The input parameters for the function:\n", + "\n", + "```python\n", + "Parameters\n", + "----------\n", + "symbol: str\n", + " Ticker to get data\n", + "start_date: str or datetime, optional\n", + " Start date to get data from with. - datetime or string format (YYYY-MM-DD)\n", + "interval: int\n", + " Interval (in minutes) to get data 1, 5, 15, 30, 60 or 1440\n", + "end_date: str or datetime, optional\n", + " End date to get data from with. - datetime or string format (YYYY-MM-DD)\n", + "prepost: bool\n", + " Pre and After hours data\n", + "source: str\n", + " Source of data extracted\n", + "weekly: bool\n", + " Flag to get weekly data\n", + "monthly: bool\n", + " Flag to get monthly data\n", + "verbose: bool\n", + " Display verbose information on what was the symbol that was loaded\n", + "```\n", + "\n", + "\n", + "Set `verbose = False` to silence the console print. Execute the two cells below to demonstrate." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
Loading Daily data for SPY with starting period 2020-05-18.\n",
+       "
\n" + ], + "text/plain": [ + "Loading Daily data for SPY with starting period 2020-05-18.\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "df_daily = openbb.stocks.load(symbol = 'spy')" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "df_daily = openbb.stocks.load(symbol = 'spy', verbose = False)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To load the entire history available from a source, pick a starting date well beyond what it might be. For example, `1900-01-01`" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
Loading Daily data for SPY with starting period 1993-01-29.\n",
+       "
\n" + ], + "text/plain": [ + "Loading Daily data for SPY with starting period 1993-01-29.\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "df_daily = openbb.stocks.load(symbol = 'spy', start_date = '1990-01-01')" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Weekly and monthly intervals are selected with either argument as `True`. The `load` function can be used as an input parameter to functions, like `candle`. This draws a chart without needing to load anything into memory." + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "displaylogo": false, + "plotlyServerURL": "https://plot.ly", + "scrollZoom": true + }, + "data": [ + { + "close": [ + 305.04913330078125, + 290.59619140625, + 294.8279724121094, + 287.8835754394531, + 299.56976318359375, + 304.71240234375, + 308.6750183105469, + 307.8690185546875, + 313.28033447265625, + 321.0039367675781, + 323.1818542480469, + 325.7148132324219, + 336.3647155761719, + 328.6795349121094, + 320.51458740234375, + 317.242919921875, + 316.663330078125, + 321.585693359375, + 334.1181335449219, + 334.5419921875, + 333.0874328613281, + 314.5536193847656, + 337.30670166015625, + 344.9552001953125, + 342.286865234375, + 350.3207702636719, + 356.27392578125, + 352.85418701171875, + 355.6284484863281, + 356.9703063964844, + 361.6911315917969, + 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argument, with a choice of: `[1, 5, 15, 30, 60]`. Include pre/post market data by setting the argument, `prepost = True`. The amount of history for each interval, and level of market coverage, will vary by the source, which is selectable via the `source` argument. The block below packs an object with all intervals." + ] + }, + { + "cell_type": "code", + "execution_count": 121, + "metadata": {}, + "outputs": [], + "source": [ + "from datetime import datetime,timedelta\n", + "\n", + "def load_historical(symbol: str = \"\", start_date: str = \"\", end_date: str = \"\", source: str = \"\", prepost: bool = False) -> object:\n", + "\n", + " if symbol == \"\":\n", + " print(\"Please enter a ticker symbol\")\n", + " if start_date == \"\":\n", + " start_date = (datetime.now() - timedelta(weeks = 104)).date()\n", + " if end_date == \"\":\n", + " end_date = datetime.now().date()\n", + " if source == \"\":\n", + " source = \"YahooFinance\"\n", + "\n", + " class HistoricalPrices:\n", + " def __init__(self) -> None:\n", + " self.one: pd.DataFrame = openbb.stocks.load(\n", + " symbol=symbol, start_date=start_date, end_date=end_date, interval = 1, source=source, verbose = False, prepost = prepost\n", + " ).convert_dtypes()\n", + " self.five: pd.DataFrame = openbb.stocks.load(\n", + " symbol=symbol, start_date=start_date, end_date=end_date, interval = 5, source = source, verbose = False, prepost = prepost\n", + " ).convert_dtypes()\n", + " self.fifteen: pd.DataFrame = openbb.stocks.load(\n", + " symbol=symbol, start_date=start_date, end_date=end_date, interval = 15, verbose = False, prepost = prepost\n", + " ).convert_dtypes()\n", + " self.thirty: pd.DataFrame = openbb.stocks.load(\n", + " symbol=symbol, start_date=start_date, end_date=end_date, interval = 30, verbose = False, prepost = prepost\n", + " ).convert_dtypes()\n", + " self.sixty: pd.DataFrame = openbb.stocks.load(\n", + " symbol=symbol, start_date=start_date, end_date=end_date, interval = 60, verbose = False, prepost = prepost\n", + " ).convert_dtypes()\n", + " self.daily: pd.DataFrame = openbb.stocks.load(\n", + " symbol=symbol, start_date=start_date, end_date=end_date, source = source, verbose = False\n", + " ).convert_dtypes()\n", + " self.weekly: pd.DataFrame = openbb.stocks.load(\n", + " symbol=symbol, start_date=start_date, end_date=end_date, source = source, weekly = True, verbose = False\n", + " ).convert_dtypes()\n", + " self.monthly: pd.DataFrame = openbb.stocks.load(\n", + " symbol=symbol, start_date=start_date, end_date=end_date, source=source, monthly = True, verbose = False\n", + " ).convert_dtypes()\n", + " prices = HistoricalPrices()\n", + "\n", + " return prices" + ] + }, + { + "cell_type": "code", + "execution_count": 122, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "displaylogo": false, + "plotlyServerURL": "https://plot.ly", + "scrollZoom": true + }, + "data": [ + { + "close": [ + 411.5015869140625, + 410.8399963378906, + 410.3299865722656, + 411.0199890136719, + 411.57000732421875, + 411.4212951660156, + 411.8901062011719, + 411.9800109863281, + 411.6600036621094, + 411.9800109863281, + 411.7900085449219, + 411.94500732421875, + 412.18798828125, + 412.760009765625, + 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+ "bgcolor": "rgba(0, 0, 0, 0)", + "font": { + "size": 15 + }, + "x": 0.01, + "xanchor": "left", + "y": 0.99, + "yanchor": "top" + }, + "mapbox": { + "style": "dark" + }, + "paper_bgcolor": "#000000", + "plot_bgcolor": "#000000", + "polar": { + "angularaxis": { + "gridcolor": "#506784", + "linecolor": "#506784", + "ticks": "" + }, + "bgcolor": "rgb(17,17,17)", + "radialaxis": { + "gridcolor": "#506784", + "linecolor": "#506784", + "ticks": "" + } + }, + "scene": { + "xaxis": { + "backgroundcolor": "rgb(17,17,17)", + "gridcolor": "#506784", + "gridwidth": 2, + "linecolor": "#506784", + "showbackground": true, + "ticks": "", + "zerolinecolor": "#C8D4E3" + }, + "yaxis": { + "backgroundcolor": "rgb(17,17,17)", + "gridcolor": "#506784", + "gridwidth": 2, + "linecolor": "#506784", + "showbackground": true, + "ticks": "", + "zerolinecolor": "#C8D4E3" + }, + "zaxis": { + "backgroundcolor": "rgb(17,17,17)", + "gridcolor": "#506784", + "gridwidth": 2, + "linecolor": "#506784", + "showbackground": true, + "ticks": "", + "zerolinecolor": "#C8D4E3" + } + }, + "shapedefaults": { + "line": { + "color": "#f2f5fa" + } + }, + "sliderdefaults": { + "bgcolor": "#C8D4E3", + "bordercolor": "rgb(17,17,17)", + "borderwidth": 1, + "tickwidth": 0 + }, + "ternary": { + "aaxis": { + "gridcolor": "#506784", + "linecolor": "#506784", + "ticks": "" + }, + "baxis": { + "gridcolor": "#506784", + "linecolor": "#506784", + "ticks": "" + }, + "bgcolor": "rgb(17,17,17)", + "caxis": { + "gridcolor": "#506784", + "linecolor": "#506784", + "ticks": "" + } + }, + "title": { + "x": 0.05 + }, + "updatemenudefaults": { + "bgcolor": "#506784", + "borderwidth": 0 + }, + "xaxis": { + "automargin": true, + "autorange": true, + "gridcolor": "#283442", + "linecolor": "#F5EFF3", + "mirror": true, + "rangeslider": { + "visible": false + }, + "showgrid": true, + "showline": true, + "tick0": 1, + "tickfont": { + "size": 14 + }, + "ticks": "outside", + "title": { + "standoff": 20 + }, + "zeroline": false, + "zerolinecolor": "#283442", + "zerolinewidth": 2 + }, + "yaxis": { + "anchor": "x", + "automargin": true, + "fixedrange": false, + "gridcolor": "#283442", + "linecolor": "#F5EFF3", + "mirror": true, + "showgrid": true, + "showline": true, + "side": "right", + "tick0": 0.5, + "ticks": "outside", + "title": { + "standoff": 20 + }, + "zeroline": false, + "zerolinecolor": "#283442", + "zerolinewidth": 2 + } + } + }, + "title": { + "text": " SPY - Fifteen Minute Candles", + "x": 0.5, + "xanchor": "center", + "y": 0.98, + "yanchor": "top" + }, + "xaxis": { + "anchor": "y", + "domain": [ + 0, + 0.94 + ], + "matches": "x3", + "rangebreaks": [ + { + "bounds": [ + 16, + 9.5 + ], + "pattern": "hour" + }, + { + "bounds": [ + "sat", + "mon" + ] + }, + { + "values": [] + } + ], + "showticklabels": true + }, + "yaxis": { + "anchor": "x", + "automargin": true, + "autorange": true, + "domain": [ + 0, + 1 + ], + "fixedrange": false, + "layer": "above traces", + "nticks": 15, + "side": "right", + "tickfont": { + "size": 16 + }, + "type": "linear" + }, + "yaxis2": { + "anchor": "x", + "fixedrange": true, + "nticks": 10, + "overlaying": "y", + "range": [ + 0, + 119409934 + ], + "showgrid": false, + "showline": false, + "side": "left", + "tickfont": { + "size": 13 + }, + "tickvals": [ + 3000000, + 6000000, + 9000000, + 12000000 + ], + "zeroline": false + } + } + } + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "prices = load_historical(\"SPY\")\n", + "openbb.stocks.candle(data = prices.fifteen[\"2023-05-15\":], symbol = \"SPY - Fifteen Minute Candles\")" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "To demonstrate the difference between sources, let's compare values for daily volume from several sources." + ] + }, + { + "cell_type": "code", + "execution_count": 113, + "metadata": {}, + "outputs": [], + "source": [ + "# Yahoo was the source for the previously loaded data.\n", + "yahoo = prices\n", + "\n", + "polygon = load_historical(\"SPY\", source = \"Polygon\")\n", + "alphavantage = load_historical(\"SPY\", source = \"AlphaVantage\")" + ] + }, + { + "cell_type": "code", + "execution_count": 114, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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AlphaVantage VolumePolygon VolumeYahoo Volume
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" + ], + "text/plain": [ + " AlphaVantage Volume Polygon Volume Yahoo Volume\n", + "date \n", + "2023-05-22 60745399 60754935 60745400\n", + "2023-05-23 85145553 86383531 86301900" + ] + }, + "execution_count": 114, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Make a new DataFrame with just the volume columns\n", + "compare = pd.DataFrame()\n", + "compare[\"AlphaVantage Volume\"] = alphavantage.daily[\"Volume\"]\n", + "compare[\"Polygon Volume\"] = polygon.daily[\"Volume\"]\n", + "compare[\"Yahoo Volume\"] = yahoo.daily[\"Volume\"]\n", + "\n", + "compare.tail(2)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Then at the one-minute interval." + ] + }, + { + "cell_type": "code", + "execution_count": 115, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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AlphaVantage VolumePolygon VolumeYahoo Volume
date
2023-05-23 15:51:00485786485786485808
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" + ], + "text/plain": [ + " AlphaVantage Volume Polygon Volume Yahoo Volume\n", + "date \n", + "2023-05-23 15:51:00 485786 485786 485808\n", + "2023-05-23 15:52:00 644560 644560 644023\n", + "2023-05-23 15:53:00 368111 368111 368608\n", + "2023-05-23 15:54:00 684340 684340 684180\n", + "2023-05-23 15:55:00 773708 773708 773810\n", + "2023-05-23 15:56:00 476353 476353 476358\n", + "2023-05-23 15:57:00 694285 694285 694322\n", + "2023-05-23 15:58:00 1009322 1009322 1009331\n", + "2023-05-23 15:59:00 2831803 2831803 2814414\n", + "2023-05-23 16:00:00 546340 546340 " + ] + }, + "execution_count": 115, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "compare_intraday = pd.DataFrame()\n", + "compare_intraday[\"AlphaVantage Volume\"] = alphavantage.one[\"Volume\"]\n", + "compare_intraday[\"Polygon Volume\"] = polygon.one[\"Volume\"]\n", + "compare_intraday[\"Yahoo Volume\"] = yahoo.one[\"Volume\"]\n", + "compare_intraday.tail(10)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Other Types of Symbols\n", + "\n", + "Other types of assets and ticker symbols can be loaded from `openbb.stocks.load()`, below are some examples but not an exhaustive list.\n", + "\n", + "### Share Classes\n", + "\n", + "Some sources use `-` as the distinction between a share class, e.g., `BRK-A` and `BRK-B`. Other formats include:\n", + "\n", + "- A period: `BRK.A`\n", + "- A slash: `BRK/A`\n", + "- No separator, the share class becomes the fourth or fifth letter.\n", + "\n", + "Some may even use a combination, or accept multiple variations. Sometimes there is no real logic behind the additional characters, `GOOGL` vs. `GOOG`. These are known unknown variables of ticker symbology, what's good for one source may return errors from another. \n", + "\n", + "### Indexes\n", + "\n", + "Sources will have their own treatment of these symbols, some examples are:\n", + "\n", + "- YahooFinance: ^IXIC\n", + "- FRED (not the `load` function): `openbb.economy.fred([\"NASDAQCOM\"])`\n", + "- Polygon: I:NDX\n", + "\n", + "### Currencies\n", + "\n", + "FX symbols face the same dilemna as share classes, there are several variations of the same symbol.\n", + "\n", + "- YahooFinance: `EURUSD=X`\n", + "- Polygon: `C:EURUSD`\n", + "- AlphaVantage: `EURUSD`\n", + "\n", + "### Crypto\n", + "\n", + "Similar, but different to FX tickers.\n", + "\n", + "- YahooFinance: `BTC-USD`\n", + "- Polygon: `X:BTCUSD`\n", + "- AlphaVantage: `BTCUSD`\n", + "\n", + "### Futures\n", + "\n", + "Historical prices for active contracts, and the continuous front-month contracts, are able to be loaded via `YahooFinance`.\n", + "\n", + "- Continuous front-month: `CL=F`\n", + "- December 2023 contract: `CLZ23.NYM`\n", + "- March 2024 contract: `CLH23.NYM`\n", + "\n", + "Individual contracts will require knowing which of the CME venues the future is listed on. `[\"NYM\", \"NYB\", \"CME\", \"CBT\"]`. Use, `openbb.futures.search()`, to determine which.\n", + "\n", + "### Options\n", + "\n", + "Individual options contracts are also loadable from `openbb.stocks.load()`.\n", + "\n", + "- YahooFinance: `SPY230616P00400000`\n", + "- Polygon: `O:SPY230616P00400000`" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "What the `load` function **cannot** do is batch download. For this type of functionality, we can go elsewhere in the SDK.\n", + "\n", + "### openbb.stocks.ca.hist()\n", + "\n", + "This function, within the Comparison Analysis sub-module, offers the ability to return data for multiple tickers as a single Pandas DataFrame, and targeting a single data point. Choices are: open, high, low, close, adjust close, volume, and return. It is chosen by using the optional argument, `candle_type`, with the first letter of the candle type as the value - `a` for Adjusted Close. The list of tickers must be encapsulated with square brackets, [], and quotation marks, `\"\"`, for each individual symbol." + ] + }, + { + "cell_type": "code", + "execution_count": 126, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " META AAPL AMZN NFLX GOOG \\\n", + "Date \n", + "2023-05-19 245.639999 175.160004 116.250000 365.359985 123.250000 \n", + "2023-05-22 248.320007 174.199997 115.010002 363.010010 125.870003 \n", + "2023-05-23 246.740005 171.559998 114.989998 355.989990 123.290001 \n", + "\n", + " MSFT TSLA \n", + "Date \n", + "2023-05-19 318.339996 180.139999 \n", + "2023-05-22 321.179993 188.869995 \n", + "2023-05-23 315.260010 185.770004 " + ] + }, + "execution_count": 126, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "tickers = [\"META\", \"AAPL\", \"AMZN\", \"NFLX\", \"GOOG\", \"MSFT\", \"TSLA\"]\n", + "df_compare = openbb.stocks.ca.hist(similar = tickers, start_date = \"2023-01-01\", candle_type = 'a')\n", + "\n", + "df_compare.tail(3)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## The Economy Module\n", + "\n", + "It may not be an obvious choice, but it can get the job done in a similar way as `openbb.stocks.ca.hist()`.\n", + "\n", + "### openbb.economy.index()\n", + "\n", + "This function can be coaxed into completing the same task, with slight differences being the `column` argument, and `returns` is a boolean choice for calculating the cumulative returns over the entire history." + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " META AAPL AMZN NFLX GOOG \\\n", + "Date \n", + "2023-05-18 246.850006 175.050003 118.150002 371.290009 123.519997 \n", + "2023-05-19 245.639999 175.160004 116.250000 365.359985 123.250000 \n", + "2023-05-22 251.149994 173.779999 114.544998 366.720001 126.144997 \n", + "\n", + " MSFT TSLA \n", + "Date \n", + "2023-05-18 318.519989 176.889999 \n", + "2023-05-19 318.339996 180.139999 \n", + "2023-05-22 321.709991 184.540100 " + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_compare2 = openbb.economy.index(indices = tickers, column = 'Adj Close')\n", + "\n", + "df_compare2.tail(3)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Some daily historical prices, or index levels, are part of the FRED library. For example, the Nasdaq Composite Index." + ] + }, + { + "cell_type": "code", + "execution_count": 128, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{'SP500': {'title': 'S&P 500', 'units': 'Index'}}\n" + ] + }, + { + "data": { + "text/html": [ + "
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SP500
2023-05-234145.58
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" + ], + "text/plain": [ + " SP500\n", + "2023-05-23 4145.58" + ] + }, + "execution_count": 128, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sp500 = openbb.economy.fred([\"SP500\"])\n", + "\n", + "# Note that the return from FRED is a Tuple, and the second element is the Series ID and description.\n", + "\n", + "print(sp500[1])\n", + "\n", + "sp500[0].tail(1)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This endpoint also has a fast method for plotting series, simply add `_chart` to the command." + ] + }, + { + "cell_type": "code", + "execution_count": 131, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "displaylogo": false, + "plotlyServerURL": "https://plot.ly", + "scrollZoom": true + }, + "data": [ + { + "hovertemplate": "%{y}", + "name": "Dow Jones Composite Average (Index) [x 10K]", + "showlegend": true, + "type": "scatter", + "x": [ + 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\"NASDAQCOM\"])" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## The Crypto Module\n", + "\n", + "Similarly, the `crypto` module has its own nuances.\n", + "\n", + "### openbb.crypto.load()\n", + "\n", + "This version of the `load` function has three sources: `YahooFinance`, `CoinGecko`, and `CCXT`. Selecting `CCXT` will activate the `--exchange` argument, which allows the user to target a specific venue. \n", + "\n", + "Choices of exchange are: [\n", + "\n", + " ace,alpaca,ascendex,bequant,bigone,binance,binancecoinm,binanceus,binanceusdm,bit2c,bitbank,bitbay,bitcoincom,\n", + " bitfinex,bitfinex2,bitflyer,bitforex,bitget,bithumb,bitmart,bitmex,bitopro,bitpanda,bitrue,bitso,bitstamp,bitstamp1,\n", + " bittrex,bitvavo,bkex,bl3p,btcalpha,btcbox,btcex,btcmarkets,btctradeua,btcturk,buda,bybit,cex,coinbase,coinbaseprime,coinbasepro,\n", + " coincheck,coinex,coinfalcon,coinmate,coinone,coinspot,cryptocom,currencycom,delta,deribit,digifinex,exmo,flowbtc,fmfwio,gate,\n", + " gateio,gemini,hitbtc,hitbtc3,hollaex,huobi,huobijp,huobipro,idex,independentreserve,indodax,itbit,kraken,krakenfutures,kucoin,\n", + " kucoinfutures,kuna,latoken,lbank,lbank2,lykke,mercado,mexc,mexc3,ndax,novadax,oceanex,okcoin,okex,okex5,okx,paymium,phemex,\n", + " poloniex,poloniexfutures,probit,ripio,stex,tidex,timex,tokocrypto,upbit,wavesexchange,wazirx,whitebit,woo,yobit,zaif,zb,zonda\n", + "]\n", + "\n", + "**Note**: Asset coverage and history varies widely by exchange." + ] + }, + { + "cell_type": "code", + "execution_count": 149, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "displaylogo": false, + "plotlyServerURL": "https://plot.ly", + "scrollZoom": true + }, + "data": [ + { + "hovertemplate": "%{y}", + "mode": "lines", + "name": "", + "showlegend": false, + "type": "scatter", + "x": [ + "2013-12-27T00:00:00", + "2013-12-28T00:00:00", + "2013-12-29T00:00:00", + "2013-12-30T00:00:00", + "2013-12-31T00:00:00", + "2014-01-01T00:00:00", + "2014-01-02T00:00:00", + "2014-01-03T00:00:00", + "2014-01-04T00:00:00", + "2014-01-05T00:00:00", + "2014-01-06T00:00:00", + "2014-01-07T00:00:00", + "2014-01-08T00:00:00", + "2014-01-09T00:00:00", + "2014-01-10T00:00:00", + "2014-01-11T00:00:00", + 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openbb.crypto.dd.mt()\n", + "\n", + "This function returns crpyto time-series data from Messari, selectable by `timeseries_id`. Find the appropriate value with, `openbb.crypto.dd.get_mt()`. " + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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TitleDescriptionRequires Paid KeySources
id
sply.total.issTotal IssuanceThe sum USD value of all new native units issu...FalseCoinmetrics
sply.circCirculating SupplyThe circulating supply acknowledges that token...False
txn.fee.avgAverage Transaction FeesThe USD value of the mean fee per transaction ...FalseCoinmetrics
txn.tfr.val.adj.ntvAdjusted Transaction Volume (Native Units)The sum of native units transferred between di...FalseCoinmetrics
txn.tfr.erc721.cntERC-721 Transfer CountThe sum count of ERC-721 transfers in that int...FalseCoinmetrics
...............
mcap.circCirculating MarketcapThe circulating marketcap is the price of the ...FalseMessari,Kaiko
cg.sply.circCirculating Supply (CoinGecko)The circulating supply acknowledges that token...False
real.volReal VolumeIt is well known that many exchanges conduct w...FalseKaiko
twitter.followersTwitter FollowersThe number of followers of the asset's primary...FalseCoinGecko
reddit.subscribersReddit SubscribersThe number of subscribers on the asset's prima...FalseReddit
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" + ], + "text/plain": [ + " Title \\\n", + "id \n", + "sply.total.iss Total Issuance \n", + "sply.circ Circulating Supply \n", + "txn.fee.avg Average Transaction Fees \n", + "txn.tfr.val.adj.ntv Adjusted Transaction Volume (Native Units) \n", + "txn.tfr.erc721.cnt ERC-721 Transfer Count \n", + "... ... \n", + "mcap.circ Circulating Marketcap \n", + "cg.sply.circ Circulating Supply (CoinGecko) \n", + "real.vol Real Volume \n", + "twitter.followers Twitter Followers \n", + "reddit.subscribers Reddit Subscribers \n", + "\n", + " Description \\\n", + "id \n", + "sply.total.iss The sum USD value of all new native units issu... \n", + "sply.circ The circulating supply acknowledges that token... \n", + "txn.fee.avg The USD value of the mean fee per transaction ... \n", + "txn.tfr.val.adj.ntv The sum of native units transferred between di... \n", + "txn.tfr.erc721.cnt The sum count of ERC-721 transfers in that int... \n", + "... ... \n", + "mcap.circ The circulating marketcap is the price of the ... \n", + "cg.sply.circ The circulating supply acknowledges that token... \n", + "real.vol It is well known that many exchanges conduct w... \n", + "twitter.followers The number of followers of the asset's primary... \n", + "reddit.subscribers The number of subscribers on the asset's prima... \n", + "\n", + " Requires Paid Key Sources \n", + "id \n", + "sply.total.iss False Coinmetrics \n", + "sply.circ False \n", + "txn.fee.avg False Coinmetrics \n", + "txn.tfr.val.adj.ntv False Coinmetrics \n", + "txn.tfr.erc721.cnt False Coinmetrics \n", + "... ... ... \n", + "mcap.circ False Messari,Kaiko \n", + "cg.sply.circ False \n", + "real.vol False Kaiko \n", + "twitter.followers False CoinGecko \n", + "reddit.subscribers False Reddit \n", + "\n", + "[61 rows x 4 columns]" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "openbb.crypto.dd.get_mt()" + ] + }, + { + "cell_type": "code", + "execution_count": 157, + "metadata": {}, 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"#506784", + "borderwidth": 0 + }, + "xaxis": { + "automargin": true, + "autorange": true, + "gridcolor": "#283442", + "linecolor": "#F5EFF3", + "mirror": true, + "rangeslider": { + "visible": false + }, + "showgrid": true, + "showline": true, + "tick0": 1, + "tickfont": { + "size": 14 + }, + "ticks": "outside", + "title": { + "standoff": 20 + }, + "zeroline": false, + "zerolinecolor": "#283442", + "zerolinewidth": 2 + }, + "yaxis": { + "anchor": "x", + "automargin": true, + "fixedrange": false, + "gridcolor": "#283442", + "linecolor": "#F5EFF3", + "mirror": true, + "showgrid": true, + "showline": true, + "side": "right", + "tick0": 0.5, + "ticks": "outside", + "title": { + "standoff": 20 + }, + "zeroline": false, + "zerolinecolor": "#283442", + "zerolinewidth": 2 + } + } + }, + "title": { + "text": "ETH/USD - Weekly" + }, + "xaxis": { + "tickformatstops": [ + { + "dtickrange": [ + null, + 604800000 + ], + "value": "%Y-%m-%d" + }, + { + "dtickrange": [ + 604800000, + "M1" + ], + "value": "%Y-%m-%d" + }, + { + "dtickrange": [ + "M1", + null + ], + "value": "%Y-%m-%d" + } + ], + "type": "date" + }, + "yaxis": { + "title": { + "text": "close" + }, + "type": "log" + } + } + } + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "data = openbb.crypto.dd.mt('eth', timeseries_id='price', start_date = '2010-01-01', interval = '1w')[0]\n", + "openbb.qa.line(data = data[\"close\"], log_y = True, title = \"ETH/USD - Weekly\")" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "These examples represent only a few methods for fetching historical price data. Explore the contents of each module to find more!" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "obb", + "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": "3.10.8" + }, + "orig_nbformat": 4 + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/examples/optionsChains.ipynb b/examples/v3/optionsChains.ipynb similarity index 100% rename from examples/optionsChains.ipynb rename to examples/v3/optionsChains.ipynb diff --git a/examples/realizedVolatilityModels.ipynb b/examples/v3/realizedVolatilityModels.ipynb similarity index 100% rename from examples/realizedVolatilityModels.ipynb rename to examples/v3/realizedVolatilityModels.ipynb diff --git a/examples/usdLiquidityIndex.ipynb b/examples/v3/usdLiquidityIndex.ipynb similarity index 100% rename from examples/usdLiquidityIndex.ipynb rename to examples/v3/usdLiquidityIndex.ipynb diff --git a/examples/volumeAtPrice.ipynb b/examples/v3/volumeAtPrice.ipynb similarity index 100% rename from examples/volumeAtPrice.ipynb rename to examples/v3/volumeAtPrice.ipynb diff --git a/openbb_platform/CONTRIBUTING.md b/openbb_platform/CONTRIBUTING.md index 52e976450ab3..9188736f82d3 100644 --- a/openbb_platform/CONTRIBUTING.md +++ b/openbb_platform/CONTRIBUTING.md @@ -870,7 +870,7 @@ To create a PR to the OpenBB Platform, you'll need to fork the repository and cr `git add openbb_platform/platform/core/openbb_core/app/constants.py`. Note: **DON'T** add any files with personal information. 4. Write a concise commit message under 50 characters, e.g. `git commit -m "meaningful commit message"`. If your PR - solves an issue raised by a user, you may specify such issue by adding #ISSUE_NUMBER to the commit message, so that + solves an issue raised by a user, you may specify such an issue by adding #ISSUE_NUMBER to the commit message, so that these get linked. Note: If you installed pre-commit hooks and one of the formatters re-formats your code, you'll need to go back to step 3 to add these. diff --git a/openbb_platform/README.md b/openbb_platform/README.md index 1b25f89ee660..bac33bb4cc24 100644 --- a/openbb_platform/README.md +++ b/openbb_platform/README.md @@ -17,20 +17,41 @@ The OpenBB Platform provides a convenient way to access raw financial data from The command below provides access to the core functionalities behind the OpenBB Platform. ```bash -pip install openbb --pre +pip install openbb ``` +This will install the following data providers: + +| Extension Name | Description | Installation Command | Minimum Subscription Type Required | +|----------------|-------------|----------------------|------------------------------------| +| openbb-benzinga | [Benzinga](https://www.benzinga.com/apis/en-ca/) data connector | pip install openbb-benzinga | Paid | +| openbb-biztoc | [Biztoc](https://api.biztoc.com/#biztoc-default) News data connector | pip install openbb-biztoc | Free | +| openbb-ecb | [ECB](https://data.ecb.europa.eu/) data connector | pip install openbb-ecb | None | +| openbb-finra | [FINRA](https://www.finra.org/finra-data) data connector | pip install openbb-finra | None / Free | +| openbb-fmp | [FMP](https://site.financialmodelingprep.com/developer/) data connector | pip install openbb-fmp | Free | +| openbb-fred | [FRED](https://fred.stlouisfed.org/) data connector | pip install openbb-fred | Free | +| openbb-intrinio | [Intrinio](https://intrinio.com/pricing) data connector | pip install openbb-intrinio | Paid | +| openbb-oecd | [OECD](https://data.oecd.org/) data connector | pip install openbb-oecd | Free | +| openbb-polygon | [Polygon](https://polygon.io/) data connector | pip install openbb-polygon | Free | +| openbb-sec | [SEC](https://www.sec.gov/edgar/sec-api-documentation) data connector | pip install openbb-sec | None | +| openbb-tiingo | [Tiingo](https://www.tiingo.com/about/pricing) data connector | pip install openbb-tiingo | Free | +| openbb-tradingeconomics | [TradingEconomics](https://tradingeconomics.com/api) data connector | pip install openbb-tradingeconomics | Paid | +| openbb-ultima | [Ultima Insights](https://ultimainsights.ai/openbb) data connector | pip install openbb-ultima | Paid | + + To install extensions that expand the core functionalities specify the extension name or use `all` to install all. ```bash -# Install single extension, e.g. openbb-charting -pip install openbb[charting] --pre +# Install a single extension, e.g. openbb-charting and yahoo finance +pip install openbb[charting] +pip install openbb-yfinance +``` -# Install all available extensions -pip install openbb[all] --pre -`````` +Alternatively, you can install all extensions at once. +```bash +pip install openbb[all] +``` -> The `--pre` flag is required to install the latest alpha version. > Note: These instruction are specific to v4. For installation instructions and documentation for v3 go to our [website](https://docs.openbb.co/sdk). ## Python @@ -104,7 +125,7 @@ Populate this file with the following template and replace the values with your The OpenBB Platform comes with a ready to use REST API built with FastAPI. Start the application using this command: ```bash -uvicorn openbb_platform.platform.core.openbb_core.api.rest_api:app --host 0.0.0.0 --port 8000 --reload +uvicorn openbb_core.api.rest_api:app --host 0.0.0.0 --port 8000 --reload ``` Check `openbb-core` [README](https://pypi.org/project/openbb-core/) for additional info. diff --git a/openbb_platform/core/README.md b/openbb_platform/core/README.md index d33fdb9722bb..ac5a188c4a9d 100644 --- a/openbb_platform/core/README.md +++ b/openbb_platform/core/README.md @@ -2,7 +2,7 @@ ## Overview -The Core extension serves as the foundational component of the OpenBB Platform. It encapsulates essential functionalities and serves as a infrastructural base for other extensions. This extension is vital for maintaining the integrity and standardization of the platform. +The Core extension serves as the foundational component of the OpenBB Platform. It encapsulates essential functionalities and serves as an infrastructural base for other extensions. This extension is vital for maintaining the integrity and standardization of the platform. ## Key Features @@ -27,7 +27,7 @@ Installing through pip: pip install openbb-core ``` -> Note that, the openbb-core is a infrastructural component of the OpenBB Platform. It is not intended to be used as a standalone package. +> Note that, the openbb-core is an infrastructural component of the OpenBB Platform. It is not intended to be used as a standalone package. ### Usage diff --git a/openbb_platform/core/openbb_core/api/rest_api.py b/openbb_platform/core/openbb_core/api/rest_api.py index 281cbcc647a2..48a958777981 100644 --- a/openbb_platform/core/openbb_core/api/rest_api.py +++ b/openbb_platform/core/openbb_core/api/rest_api.py @@ -61,7 +61,7 @@ async def startup(): banner = rf""" ███╗ - █████████████████╔══█████████████████╗ OpenBB Platform {system.version} + █████████████████╔══█████████████████╗ OpenBB Platform v{system.version} ███╔══════════███║ ███╔══════════███║ █████████████████║ █████████████████║ Authentication: {auth} ╚═════════════███║ ███╔═════════════╝ @@ -71,7 +71,7 @@ async def startup(): ╚═════════════╝ ╚═════════════╝ Investment research for everyone, anywhere. - https://my.openbb.co/app/sdk + https://my.openbb.co/app/platform """ logger.info(banner) diff --git a/openbb_platform/core/openbb_core/app/static/account.py b/openbb_platform/core/openbb_core/app/static/account.py index fd9ad5ce106e..7507185a2af0 100644 --- a/openbb_platform/core/openbb_core/app/static/account.py +++ b/openbb_platform/core/openbb_core/app/static/account.py @@ -1,4 +1,4 @@ -"""Account service.""" +"""Account.""" # pylint: disable=W0212:protected-access import json from functools import wraps @@ -18,13 +18,11 @@ class Account: - """The account service handles the following commands. - - /account - login - logout - save - refresh + """/account + login + logout + save + refresh """ SESSION_FILE = ".hub_session.json" diff --git a/openbb_platform/core/openbb_core/app/static/app_factory.py b/openbb_platform/core/openbb_core/app/static/app_factory.py index 5d39f6d63275..dbf8f7d0da0c 100644 --- a/openbb_platform/core/openbb_core/app/static/app_factory.py +++ b/openbb_platform/core/openbb_core/app/static/app_factory.py @@ -1,3 +1,4 @@ +"""App factory.""" from typing import Optional, Type, TypeVar from openbb_core.app.command_runner import CommandRunner @@ -6,13 +7,10 @@ from openbb_core.app.static.account import Account from openbb_core.app.static.container import Container from openbb_core.app.static.coverage import Coverage +from openbb_core.app.version import VERSION E = TypeVar("E", bound=Type[Container]) - - -class BaseApp: - # fmt: off - """OpenBB Platform +BASE_DOC = f"""OpenBB Platform v{VERSION} Utilities: /account @@ -20,7 +18,10 @@ class BaseApp: /system /coverage """ - # fmt: on + + +class BaseApp: + """Base app.""" def __init__(self, command_runner: CommandRunner): self._command_runner = command_runner @@ -58,6 +59,6 @@ class App(BaseApp, extensions or EmptyClass): # type: ignore def __repr__(self) -> str: # pylint: disable=E1101 ext_doc = extensions.__doc__ if extensions else "" - return (super().__doc__ or "") + (ext_doc or "") + return BASE_DOC + (ext_doc or "") return App(command_runner=CommandRunner()) diff --git a/openbb_platform/core/openbb_core/provider/abstract/fetcher.py b/openbb_platform/core/openbb_core/provider/abstract/fetcher.py index 2a7c39e93934..2c8c06680235 100644 --- a/openbb_platform/core/openbb_core/provider/abstract/fetcher.py +++ b/openbb_platform/core/openbb_core/provider/abstract/fetcher.py @@ -161,15 +161,27 @@ def test( is_list = isinstance(transformed_data, list) if is_list: + return_type_args = cls.return_type.__args__[0] + return_type_is_dict = ( + hasattr(return_type_args, "__origin__") + and return_type_args.__origin__ is dict + ) + if return_type_is_dict: + return_type_fields = return_type_args.__args__[1].__args__[0].__fields__ + return_type = return_type_args.__args__[1].__args__[0] + else: + return_type_fields = return_type_args.__fields__ + return_type = return_type_args + assert len(transformed_data) > 0 # type: ignore assert all( field in transformed_data[0].__dict__ # type: ignore - for field in cls.return_type.__args__[0].__fields__ + for field in return_type_fields ) assert issubclass(type(transformed_data[0]), cls.data_type) # type: ignore assert issubclass( type(transformed_data[0]), # type: ignore - cls.return_type.__args__[0], + return_type, ) else: assert all( diff --git a/openbb_platform/core/openbb_core/provider/standard_models/balance_sheet.py b/openbb_platform/core/openbb_core/provider/standard_models/balance_sheet.py index 22e6fcf84b60..0b8832bcca9e 100644 --- a/openbb_platform/core/openbb_core/provider/standard_models/balance_sheet.py +++ b/openbb_platform/core/openbb_core/provider/standard_models/balance_sheet.py @@ -29,25 +29,11 @@ class BalanceSheetQueryParams(QueryParams): default=5, description=QUERY_DESCRIPTIONS.get("limit", "") ) - # pylint: disable=inconsistent-return-statements @field_validator("symbol", mode="before", check_fields=False) @classmethod def upper_symbol(cls, v: Union[str, List[str], Set[str]]): """Convert symbol to uppercase.""" - if isinstance(v, str): - if v.isdigit() or v.isalpha(): - return v.upper() - raise ValueError(f"Invalid symbol: {v}. Must be either a ticker or CIK.") - if isinstance(v, List): - symbols = [] - for symbol in v: - if symbol.isdigit() or symbol.isalpha(): - symbols.append(symbol.upper()) - else: - raise ValueError( - f"Invalid symbol: {symbol}. Must be either a ticker or CIK." - ) - return ",".join(symbols) + return v.split(",")[0].upper() if "," in v else v.upper() class BalanceSheetData(Data): diff --git a/openbb_platform/core/openbb_core/provider/standard_models/cash_flow.py b/openbb_platform/core/openbb_core/provider/standard_models/cash_flow.py index 066098497f26..3a2f4bc1ae45 100644 --- a/openbb_platform/core/openbb_core/provider/standard_models/cash_flow.py +++ b/openbb_platform/core/openbb_core/provider/standard_models/cash_flow.py @@ -26,25 +26,11 @@ class CashFlowStatementQueryParams(QueryParams): default=5, description=QUERY_DESCRIPTIONS.get("limit", "") ) - # pylint: disable=inconsistent-return-statements @field_validator("symbol", mode="before", check_fields=False) @classmethod def upper_symbol(cls, v: Union[str, List[str], Set[str]]): """Convert symbol to uppercase.""" - if isinstance(v, str): - if v.isdigit() or v.isalpha(): - return v.upper() - raise ValueError(f"Invalid symbol: {v}. Must be either a ticker or CIK.") - if isinstance(v, List): - symbols = [] - for symbol in v: - if symbol.isdigit() or symbol.isalpha(): - symbols.append(symbol.upper()) - else: - raise ValueError( - f"Invalid symbol: {symbol}. Must be either a ticker or CIK." - ) - return ",".join(symbols) + return v.split(",")[0].upper() if "," in v else v.upper() class CashFlowStatementData(Data): diff --git a/openbb_platform/core/openbb_core/provider/standard_models/cpi.py b/openbb_platform/core/openbb_core/provider/standard_models/cpi.py index 321c23e5dd7c..f43524063ebd 100644 --- a/openbb_platform/core/openbb_core/provider/standard_models/cpi.py +++ b/openbb_platform/core/openbb_core/provider/standard_models/cpi.py @@ -80,9 +80,11 @@ class ConsumerPriceIndexQueryParams(QueryParams): description=QUERY_DESCRIPTIONS.get("units", "") + """ Options: - - `growth_previous`: growth from the previous period - - `growth_same`: growth from the same period in the previous year - - `index_2015`: index with base year 2015.""", + - `growth_previous`: Percent growth from the previous period. + If monthly data, this is month-over-month, etc + - `growth_same`: Percent growth from the same period in the previous year. + If looking at monthly data, this would be year-over-year, etc. + - `index_2015`: Rescaled index value, such that the value in 2015 is 100.""", ) frequency: CPI_FREQUENCY = Field( default="monthly", diff --git a/openbb_platform/core/openbb_core/provider/standard_models/income_statement.py b/openbb_platform/core/openbb_core/provider/standard_models/income_statement.py index b77ef8c4dc40..9eb5f84f8822 100644 --- a/openbb_platform/core/openbb_core/provider/standard_models/income_statement.py +++ b/openbb_platform/core/openbb_core/provider/standard_models/income_statement.py @@ -26,25 +26,11 @@ class IncomeStatementQueryParams(QueryParams): default=5, description=QUERY_DESCRIPTIONS.get("limit", "") ) - # pylint: disable=inconsistent-return-statements @field_validator("symbol", mode="before", check_fields=False) @classmethod def upper_symbol(cls, v: Union[str, List[str], Set[str]]): """Convert symbol to uppercase.""" - if isinstance(v, str): - if v.isdigit() or v.isalpha(): - return v.upper() - raise ValueError(f"Invalid symbol: {v}. Must be either a ticker or CIK.") - if isinstance(v, List): - symbols = [] - for symbol in v: - if symbol.isdigit() or symbol.isalpha(): - symbols.append(symbol.upper()) - else: - raise ValueError( - f"Invalid symbol: {symbol}. Must be either a ticker or CIK." - ) - return ",".join(symbols) + return v.split(",")[0].upper() if "," in v else v.upper() class IncomeStatementData(Data): diff --git a/openbb_platform/core/poetry.lock b/openbb_platform/core/poetry.lock index 75c28d03ce11..38b630c59fa5 100644 --- a/openbb_platform/core/poetry.lock +++ b/openbb_platform/core/poetry.lock @@ -1055,6 +1055,24 @@ tomli = {version = ">=1.0.0", markers = "python_version < \"3.11\""} [package.extras] testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"] +[[package]] +name = "pytest-asyncio" +version = "0.23.2" +description = "Pytest support for asyncio" +optional = false +python-versions = ">=3.8" +files = [ + {file = "pytest-asyncio-0.23.2.tar.gz", hash = "sha256:c16052382554c7b22d48782ab3438d5b10f8cf7a4bdcae7f0f67f097d95beecc"}, + {file = "pytest_asyncio-0.23.2-py3-none-any.whl", hash = "sha256:ea9021364e32d58f0be43b91c6233fb8d2224ccef2398d6837559e587682808f"}, +] + +[package.dependencies] +pytest = ">=7.0.0" + +[package.extras] +docs = ["sphinx (>=5.3)", "sphinx-rtd-theme (>=1.0)"] +testing = ["coverage (>=6.2)", "hypothesis (>=5.7.1)"] + [[package]] name = "pytest-recorder" version = "0.2.4" @@ -1171,7 +1189,6 @@ files = [ {file = "PyYAML-6.0.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:69b023b2b4daa7548bcfbd4aa3da05b3a74b772db9e23b982788168117739938"}, {file = "PyYAML-6.0.1-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:81e0b275a9ecc9c0c0c07b4b90ba548307583c125f54d5b6946cfee6360c733d"}, {file = "PyYAML-6.0.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ba336e390cd8e4d1739f42dfe9bb83a3cc2e80f567d8805e11b46f4a943f5515"}, - 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package_builder.write_to_package() + package_builder.write_to_package(code="", name="test", extension="json") @pytest.fixture(scope="module") diff --git a/openbb_platform/core/tests/app/test_command_runner.py b/openbb_platform/core/tests/app/test_command_runner.py index ba7819540c1d..9f2c6877b5d7 100644 --- a/openbb_platform/core/tests/app/test_command_runner.py +++ b/openbb_platform/core/tests/app/test_command_runner.py @@ -1,5 +1,5 @@ from inspect import Parameter -from typing import Dict +from typing import Dict, List from unittest.mock import patch import pytest @@ -288,6 +288,7 @@ def test_command_runner_run(_): assert runner.run("mock/route") +@pytest.mark.asyncio @patch("openbb_core.app.command_runner.CommandMap.get_command") @patch("openbb_core.app.command_runner.StaticCommandRunner._execute_func") async def test_static_command_runner_run( @@ -295,7 +296,7 @@ async def test_static_command_runner_run( ): """Test static command runner run.""" - def other_mock_func(a: int, b: int, c: int, d: int) -> None: + def other_mock_func(a: int, b: int, c: int, d: int) -> List[int]: return [a, b, c, d] class MockOBBject: @@ -315,6 +316,7 @@ def __init__(self, results): assert result.extra.get("metadata") is not None +@pytest.mark.asyncio @patch("openbb_core.app.command_runner.LoggingService") @patch("openbb_core.app.command_runner.ParametersBuilder.build") @patch("openbb_core.app.command_runner.StaticCommandRunner._command") @@ -385,6 +387,7 @@ def __init__(self, results): assert mock_obbject.chart == {"mock": "chart"} +@pytest.mark.asyncio async def test_static_command_runner_command(): """Test command.""" diff --git a/openbb_platform/core/tests/app/test_query.py b/openbb_platform/core/tests/app/test_query.py index 1c3eb9c035b9..d447691278a8 100644 --- a/openbb_platform/core/tests/app/test_query.py +++ b/openbb_platform/core/tests/app/test_query.py @@ -120,6 +120,7 @@ def query_instance(): ) +@pytest.mark.asyncio async def test_execute_method_fake_credentials(query_instance: Query, mock_registry): """Test execute method without setting credentials.""" mock_fetch_result = MockBaseModel() diff --git a/openbb_platform/core/tests/provider/abstract/test_fetcher.py b/openbb_platform/core/tests/provider/abstract/test_fetcher.py index 81e6ffac49d6..ff9790e8267a 100644 --- a/openbb_platform/core/tests/provider/abstract/test_fetcher.py +++ b/openbb_platform/core/tests/provider/abstract/test_fetcher.py @@ -2,6 +2,7 @@ from typing import Any, Dict, List, Optional +import pytest from openbb_core.provider.abstract.fetcher import Data, Fetcher, QueryParams # Step 1: Create a dummy subclass of Fetcher @@ -36,6 +37,7 @@ def transform_data(query: MockQueryParams, data: Any, **kwargs) -> List[MockData return [MockData(**item) for item in data] +@pytest.mark.asyncio async def test_fetcher_methods(): """Test the Fetcher abstract methods using a mock Fetcher subclass.""" params = {"param1": "value1"} diff --git a/openbb_platform/core/tests/provider/test_query_executor.py b/openbb_platform/core/tests/provider/test_query_executor.py index f7444a2bf8af..6fdbf1e91908 100644 --- a/openbb_platform/core/tests/provider/test_query_executor.py +++ b/openbb_platform/core/tests/provider/test_query_executor.py @@ -104,6 +104,7 @@ def test_filter_credentials_missing_dont_require(mock_query_executor): assert filtered_credentials == {} +@pytest.mark.asyncio async def test_execute_success(mock_query_executor: QueryExecutor): """Test if the method can execute a query successfully.""" mock_result = {"data": "test_data"} @@ -111,9 +112,7 @@ async def test_execute_success(mock_query_executor: QueryExecutor): params = {"param1": "value1"} credentials = {"api_key": SecretStr("12345")} - async with patch.object( - Fetcher, "fetch_data", return_value=mock_result - ) as mock_fetch: + with patch.object(Fetcher, "fetch_data", return_value=mock_result) as mock_fetch: result = await mock_query_executor.execute( "test_provider", "test_fetcher", params, credentials ) diff --git a/openbb_platform/extensions/README.md b/openbb_platform/extensions/README.md index 503575361a19..670a6948415d 100644 --- a/openbb_platform/extensions/README.md +++ b/openbb_platform/extensions/README.md @@ -4,4 +4,4 @@ In this folder you can find the extensions that were created or are supported by ## Available Extensions -See full list of available providers in the [EXTENSIONS file](../EXTENSIONS.md) +See the full list of available providers in the [EXTENSIONS file](../EXTENSIONS.md) diff --git a/openbb_platform/extensions/charting/README.md b/openbb_platform/extensions/charting/README.md index ed86dd7f6df0..eeac066e7d4d 100644 --- a/openbb_platform/extensions/charting/README.md +++ b/openbb_platform/extensions/charting/README.md @@ -18,7 +18,7 @@ pip install openbb-charting ## PyWry dependency on Linux -The PyWry dependency handles display of interactive charts and tables in a separate window. It is installed automatically with the OpenBB Charting extension. +The PyWry dependency handles the display of interactive charts and tables in a separate window. It is installed automatically with the OpenBB Charting extension. When using Linux distributions, the PyWry dependency requires certain dependencies to be installed first. @@ -35,7 +35,7 @@ When using Linux distributions, the PyWry dependency requires certain dependenci To use the extension, run any of the OpenBB Platform endpoints with the `chart` argument set to `True`. -Here's an example how it would look like in a python interface: +Here's an example of how it would look like in a python interface: ```python from openbb import obb diff --git a/openbb_platform/extensions/charting/integration/test_charting_api.py b/openbb_platform/extensions/charting/integration/test_charting_api.py index f0001c9be55f..5cdbe075d30c 100644 --- a/openbb_platform/extensions/charting/integration/test_charting_api.py +++ b/openbb_platform/extensions/charting/integration/test_charting_api.py @@ -37,7 +37,7 @@ def get_equity_data(): return data["stocks_data"] url = "http://0.0.0.0:8000/api/v1/equity/price/historical?symbol=AAPL&provider=fmp" - result = requests.get(url, headers=get_headers(), timeout=20) + result = requests.get(url, headers=get_headers(), timeout=10) data["stocks_data"] = result.json()["results"] return data["stocks_data"] @@ -62,7 +62,7 @@ def test_chart_equity_price_historical(params, headers): query_str = get_querystring(params, []) url = f"http://0.0.0.0:8000/api/v1/equity/price/historical?{query_str}" - result = requests.get(url, headers=headers, timeout=10) + result = requests.get(url, headers=headers, timeout=40) assert isinstance(result, requests.Response) assert result.status_code == 200 diff --git a/openbb_platform/extensions/charting/poetry.lock b/openbb_platform/extensions/charting/poetry.lock index ad8cd9252004..894a45ef8491 100644 --- a/openbb_platform/extensions/charting/poetry.lock +++ b/openbb_platform/extensions/charting/poetry.lock @@ -953,13 +953,13 @@ files = [ [[package]] name = "openbb-core" -version = "1.0.0rc0" +version = "1.0.0" description = "OpenBB package with core functionality" optional = false python-versions = ">=3.8,<4.0" files = [ - {file = "openbb_core-1.0.0rc0-py3-none-any.whl", hash = "sha256:365dee1d649542f5d01ba3949cb202360fb3ae91aef27e9c295d917e0a0eae33"}, - {file = "openbb_core-1.0.0rc0.tar.gz", hash = "sha256:b62cf396aabac6ac114034535ffd94f1dd44a791e1a3995ae00b253634f05b2e"}, + {file = "openbb_core-1.0.0-py3-none-any.whl", hash = "sha256:08f39912d3ada0e2ea27d4f7921892dfcb6ce2f9b9335dd0c5d9079847a1a703"}, + {file = "openbb_core-1.0.0.tar.gz", hash = "sha256:65aa6961f78cc99077745c1cca3bd5222d5fe39931b7b050329afb7e5fb6a3b0"}, ] [package.dependencies] @@ -1872,20 +1872,12 @@ files = [ {file = "statsmodels-0.14.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:5a6a0a1a06ff79be8aa89c8494b33903442859add133f0dda1daf37c3c71682e"}, {file = "statsmodels-0.14.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:77b3cd3a5268ef966a0a08582c591bd29c09c88b4566c892a7c087935234f285"}, {file = "statsmodels-0.14.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9c64ebe9cf376cba0c31aed138e15ed179a1d128612dd241cdf299d159e5e882"}, - 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{file = "openbb_core-1.0.0rc0-py3-none-any.whl", hash = "sha256:365dee1d649542f5d01ba3949cb202360fb3ae91aef27e9c295d917e0a0eae33"}, - {file = "openbb_core-1.0.0rc0.tar.gz", hash = "sha256:b62cf396aabac6ac114034535ffd94f1dd44a791e1a3995ae00b253634f05b2e"}, + {file = "openbb_core-1.0.0-py3-none-any.whl", hash = "sha256:08f39912d3ada0e2ea27d4f7921892dfcb6ce2f9b9335dd0c5d9079847a1a703"}, + {file = "openbb_core-1.0.0.tar.gz", hash = "sha256:65aa6961f78cc99077745c1cca3bd5222d5fe39931b7b050329afb7e5fb6a3b0"}, ] [package.dependencies] @@ -1518,4 +1518,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p [metadata] lock-version = "2.0" python-versions = "^3.8" -content-hash = "681ede4583839e4cfc847410573ee7ec4aad96cbcbd85068dea0002381413bc8" +content-hash = "09ab1497d28de3fcad10804e8f9b7276c4dd23c3ce9200884632c671b064c010" diff --git a/openbb_platform/extensions/crypto/pyproject.toml b/openbb_platform/extensions/crypto/pyproject.toml index c9b28c9574f0..8e611fb9e216 100644 --- a/openbb_platform/extensions/crypto/pyproject.toml +++ b/openbb_platform/extensions/crypto/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "openbb-crypto" -version = "1.0.0rc0" +version = "1.0.0" description = "Crypto extension for OpenBB" authors = ["OpenBB Team "] readme = "README.md" @@ -8,7 +8,7 @@ packages = [{ include = "openbb_crypto" }] [tool.poetry.dependencies] python = "^3.8" -openbb-core = "^1.0.0rc0" +openbb-core = "^1.0.0" [build-system] requires = ["poetry-core"] diff --git a/openbb_platform/extensions/currency/poetry.lock b/openbb_platform/extensions/currency/poetry.lock index f548f42c7f9b..c3df94690af2 100644 --- a/openbb_platform/extensions/currency/poetry.lock +++ b/openbb_platform/extensions/currency/poetry.lock @@ -750,13 +750,13 @@ files = [ [[package]] name = "openbb-core" -version = "1.0.0rc0" +version = "1.0.0" description = "OpenBB package with core functionality" optional = false python-versions = ">=3.8,<4.0" files = [ - 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"""Consumer Price Index (CPI) Data.""" + """Consumer Price Index (CPI). Returns either the rescaled index value, or a rate of change (inflation).""" return await OBBject.from_query(Query(**locals())) @@ -70,7 +70,7 @@ async def fred_search( extra_params: ExtraParams, ) -> OBBject[BaseModel]: """ - Search for FRED series or economic releases by ID or fuzzy query. + Search for FRED series or economic releases by ID or string. This does not return the observation values, only the metadata. Use this function to find series IDs for `fred_series()`. """ diff --git a/openbb_platform/extensions/economy/poetry.lock b/openbb_platform/extensions/economy/poetry.lock index f548f42c7f9b..c3df94690af2 100644 --- a/openbb_platform/extensions/economy/poetry.lock +++ b/openbb_platform/extensions/economy/poetry.lock @@ -750,13 +750,13 @@ files = [ [[package]] name = "openbb-core" -version = "1.0.0rc0" +version = "1.0.0" description = "OpenBB package with core functionality" optional = false python-versions = ">=3.8,<4.0" files = [ - {file = "openbb_core-1.0.0rc0-py3-none-any.whl", hash = "sha256:365dee1d649542f5d01ba3949cb202360fb3ae91aef27e9c295d917e0a0eae33"}, - {file = "openbb_core-1.0.0rc0.tar.gz", hash = "sha256:b62cf396aabac6ac114034535ffd94f1dd44a791e1a3995ae00b253634f05b2e"}, + {file = "openbb_core-1.0.0-py3-none-any.whl", hash = "sha256:08f39912d3ada0e2ea27d4f7921892dfcb6ce2f9b9335dd0c5d9079847a1a703"}, + {file = "openbb_core-1.0.0.tar.gz", hash = "sha256:65aa6961f78cc99077745c1cca3bd5222d5fe39931b7b050329afb7e5fb6a3b0"}, ] [package.dependencies] @@ -1518,4 +1518,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p [metadata] lock-version = "2.0" python-versions = "^3.8" -content-hash = "681ede4583839e4cfc847410573ee7ec4aad96cbcbd85068dea0002381413bc8" +content-hash = "09ab1497d28de3fcad10804e8f9b7276c4dd23c3ce9200884632c671b064c010" diff --git a/openbb_platform/extensions/economy/pyproject.toml b/openbb_platform/extensions/economy/pyproject.toml index 0be20aba086c..b23362339b66 100644 --- a/openbb_platform/extensions/economy/pyproject.toml +++ b/openbb_platform/extensions/economy/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "openbb-economy" -version = "1.0.0rc0" +version = "1.0.0" description = "Economy extension for OpenBB" authors = ["OpenBB Team "] readme = "README.md" @@ -8,7 +8,7 @@ packages = [{ include = "openbb_economy" }] [tool.poetry.dependencies] python = "^3.8" -openbb-core = "^1.0.0rc0" +openbb-core = "^1.0.0" [build-system] requires = ["poetry-core"] diff --git a/openbb_platform/extensions/equity/integration/test_equity_api.py b/openbb_platform/extensions/equity/integration/test_equity_api.py index 4d1c6ef843ea..46d77a671c5e 100644 --- a/openbb_platform/extensions/equity/integration/test_equity_api.py +++ b/openbb_platform/extensions/equity/integration/test_equity_api.py @@ -915,6 +915,7 @@ def test_equity_price_historical(params, headers): query_str = get_querystring(params, []) url = f"http://0.0.0.0:8000/api/v1/equity/price/historical?{query_str}" result = requests.get(url, headers=headers, timeout=40) + result = requests.get(url, headers=headers, timeout=40) assert isinstance(result, requests.Response) assert result.status_code == 200 @@ -1335,7 +1336,7 @@ def test_equity_shorts_short_interest(params, headers): query_str = get_querystring(params, []) url = f"http://0.0.0.0:8000/api/v1/equity/shorts/short_interest?{query_str}" - result = requests.get(url, headers=headers, timeout=40) + result = requests.get(url, headers=headers, timeout=60) assert isinstance(result, requests.Response) assert result.status_code == 200 @@ -1343,18 +1344,6 @@ def test_equity_shorts_short_interest(params, headers): @pytest.mark.parametrize( "params", [ - ( - { - "symbol": "CLOV", - "date": "2023-10-26", - "provider": "polygon", # premium endpoint - "limit": 1000, - "timestamp_lte": None, - "timestamp_gte": None, - "timestamp_gt": None, - "timestamp_lt": None, - } - ), ( { "symbol": "CLOV", diff --git a/openbb_platform/extensions/equity/integration/test_equity_python.py b/openbb_platform/extensions/equity/integration/test_equity_python.py index 3b003e628aac..d53d0603f52f 100644 --- a/openbb_platform/extensions/equity/integration/test_equity_python.py +++ b/openbb_platform/extensions/equity/integration/test_equity_python.py @@ -1249,7 +1249,7 @@ def test_equity_shorts_short_volume(params, obb): @pytest.mark.parametrize( "params", - [({"symbol": "AAPL"})], + [({"symbol": "AAPL", "provider": "finra"})], ) @pytest.mark.integration def test_equity_shorts_short_interest(params, obb): @@ -1264,18 +1264,6 @@ def test_equity_shorts_short_interest(params, obb): @pytest.mark.parametrize( "params", [ - ( - { - "symbol": "CLOV", - "date": "2023-10-26", - "provider": "polygon", # premium endpoint - "limit": 1000, - "timestamp_lte": None, - "timestamp_gte": None, - "timestamp_gt": None, - "timestamp_lt": None, - } - ), ( { "symbol": "CLOV", diff --git a/openbb_platform/extensions/equity/poetry.lock b/openbb_platform/extensions/equity/poetry.lock index f548f42c7f9b..c3df94690af2 100644 --- a/openbb_platform/extensions/equity/poetry.lock +++ b/openbb_platform/extensions/equity/poetry.lock @@ -750,13 +750,13 @@ files = [ [[package]] name = "openbb-core" -version = "1.0.0rc0" +version = "1.0.0" description = "OpenBB package with core functionality" optional = false python-versions = ">=3.8,<4.0" files = [ - {file = "openbb_core-1.0.0rc0-py3-none-any.whl", hash = "sha256:365dee1d649542f5d01ba3949cb202360fb3ae91aef27e9c295d917e0a0eae33"}, - {file = "openbb_core-1.0.0rc0.tar.gz", hash = "sha256:b62cf396aabac6ac114034535ffd94f1dd44a791e1a3995ae00b253634f05b2e"}, + {file = "openbb_core-1.0.0-py3-none-any.whl", hash = "sha256:08f39912d3ada0e2ea27d4f7921892dfcb6ce2f9b9335dd0c5d9079847a1a703"}, + {file = "openbb_core-1.0.0.tar.gz", hash = "sha256:65aa6961f78cc99077745c1cca3bd5222d5fe39931b7b050329afb7e5fb6a3b0"}, ] [package.dependencies] @@ -1518,4 +1518,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p [metadata] lock-version = "2.0" python-versions = "^3.8" -content-hash = "681ede4583839e4cfc847410573ee7ec4aad96cbcbd85068dea0002381413bc8" +content-hash = "09ab1497d28de3fcad10804e8f9b7276c4dd23c3ce9200884632c671b064c010" diff --git a/openbb_platform/extensions/equity/pyproject.toml b/openbb_platform/extensions/equity/pyproject.toml index 9d6928ac4469..99fd18de6c99 100644 --- a/openbb_platform/extensions/equity/pyproject.toml +++ b/openbb_platform/extensions/equity/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "openbb-equity" -version = "1.0.0rc0" +version = "1.0.0" description = "Equity extension for OpenBB" authors = ["OpenBB Team "] readme = "README.md" @@ -8,7 +8,7 @@ packages = [{ include = "openbb_equity" }] [tool.poetry.dependencies] python = "^3.8" -openbb-core = "^1.0.0rc0" +openbb-core = "^1.0.0" [build-system] requires = ["poetry-core"] diff --git a/openbb_platform/extensions/etf/poetry.lock b/openbb_platform/extensions/etf/poetry.lock index d0320405f6aa..12343727d820 100644 --- a/openbb_platform/extensions/etf/poetry.lock +++ b/openbb_platform/extensions/etf/poetry.lock @@ -731,13 +731,13 @@ files = [ [[package]] name = "openbb-core" -version = "1.0.0rc0" +version = "1.0.0" description = "OpenBB package with core functionality" optional = false python-versions = ">=3.8,<4.0" files = [ - {file = "openbb_core-1.0.0rc0-py3-none-any.whl", hash = "sha256:365dee1d649542f5d01ba3949cb202360fb3ae91aef27e9c295d917e0a0eae33"}, - {file = "openbb_core-1.0.0rc0.tar.gz", hash = "sha256:b62cf396aabac6ac114034535ffd94f1dd44a791e1a3995ae00b253634f05b2e"}, + {file = "openbb_core-1.0.0-py3-none-any.whl", hash = "sha256:08f39912d3ada0e2ea27d4f7921892dfcb6ce2f9b9335dd0c5d9079847a1a703"}, + {file = "openbb_core-1.0.0.tar.gz", hash = "sha256:65aa6961f78cc99077745c1cca3bd5222d5fe39931b7b050329afb7e5fb6a3b0"}, ] [package.dependencies] @@ -1499,4 +1499,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p [metadata] lock-version = "2.0" python-versions = ">=3.8,<3.12" -content-hash = "8289f357b9b8e45f4f04e1bdce3a92757872086e3b0880d8a171d11314aa690c" +content-hash = "bff95b8769ead2a60a3eeb0661af3270d4b4310bfbcd939fe2cf438a497b4eb5" diff --git a/openbb_platform/extensions/etf/pyproject.toml b/openbb_platform/extensions/etf/pyproject.toml index 0842cab1af56..f7725adca874 100644 --- a/openbb_platform/extensions/etf/pyproject.toml +++ b/openbb_platform/extensions/etf/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "openbb-etf" -version = "1.0.0rc0" +version = "1.0.0" description = "ETF extension for OpenBB" authors = ["OpenBB Team "] readme = "README.md" @@ -8,7 +8,7 @@ packages = [{ include = "openbb_etf" }] [tool.poetry.dependencies] python = ">=3.8,<3.12" -openbb-core = "^1.0.0rc0" +openbb-core = "^1.0.0" [build-system] requires = ["poetry-core"] diff --git a/openbb_platform/extensions/fixedincome/poetry.lock b/openbb_platform/extensions/fixedincome/poetry.lock index f548f42c7f9b..c3df94690af2 100644 --- a/openbb_platform/extensions/fixedincome/poetry.lock +++ b/openbb_platform/extensions/fixedincome/poetry.lock @@ -750,13 +750,13 @@ files = [ [[package]] name = "openbb-core" -version = "1.0.0rc0" +version = "1.0.0" description = "OpenBB package with core functionality" optional = false python-versions = ">=3.8,<4.0" files = [ - {file = "openbb_core-1.0.0rc0-py3-none-any.whl", hash = "sha256:365dee1d649542f5d01ba3949cb202360fb3ae91aef27e9c295d917e0a0eae33"}, - {file = "openbb_core-1.0.0rc0.tar.gz", hash = "sha256:b62cf396aabac6ac114034535ffd94f1dd44a791e1a3995ae00b253634f05b2e"}, + {file = "openbb_core-1.0.0-py3-none-any.whl", hash = "sha256:08f39912d3ada0e2ea27d4f7921892dfcb6ce2f9b9335dd0c5d9079847a1a703"}, + {file = "openbb_core-1.0.0.tar.gz", hash = "sha256:65aa6961f78cc99077745c1cca3bd5222d5fe39931b7b050329afb7e5fb6a3b0"}, ] [package.dependencies] @@ -1518,4 +1518,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p [metadata] lock-version = "2.0" python-versions = "^3.8" -content-hash = "681ede4583839e4cfc847410573ee7ec4aad96cbcbd85068dea0002381413bc8" +content-hash = "09ab1497d28de3fcad10804e8f9b7276c4dd23c3ce9200884632c671b064c010" diff --git a/openbb_platform/extensions/fixedincome/pyproject.toml b/openbb_platform/extensions/fixedincome/pyproject.toml index f6443dccca6b..6ba93bcf8931 100644 --- a/openbb_platform/extensions/fixedincome/pyproject.toml +++ b/openbb_platform/extensions/fixedincome/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "openbb-fixedincome" -version = "1.0.0rc0" +version = "1.0.0" description = "Fixed income extension for OpenBB" authors = ["OpenBB Team "] readme = "README.md" @@ -8,7 +8,7 @@ packages = [{ include = "openbb_fixedincome" }] [tool.poetry.dependencies] python = "^3.8" -openbb-core = "^1.0.0rc0" +openbb-core = "^1.0.0" [build-system] requires = ["poetry-core"] diff --git a/openbb_platform/extensions/index/poetry.lock b/openbb_platform/extensions/index/poetry.lock index 8e1a08b67d38..f7f7a55d7466 100644 --- a/openbb_platform/extensions/index/poetry.lock +++ b/openbb_platform/extensions/index/poetry.lock @@ -735,13 +735,13 @@ files = [ [[package]] name = "openbb-core" -version = "1.0.0rc0" +version = "1.0.0" description = "OpenBB package with core functionality" optional = false python-versions = ">=3.8,<4.0" files = [ - {file = "openbb_core-1.0.0rc0-py3-none-any.whl", hash = "sha256:365dee1d649542f5d01ba3949cb202360fb3ae91aef27e9c295d917e0a0eae33"}, - {file = "openbb_core-1.0.0rc0.tar.gz", hash = "sha256:b62cf396aabac6ac114034535ffd94f1dd44a791e1a3995ae00b253634f05b2e"}, + {file = "openbb_core-1.0.0-py3-none-any.whl", hash = "sha256:08f39912d3ada0e2ea27d4f7921892dfcb6ce2f9b9335dd0c5d9079847a1a703"}, + {file = "openbb_core-1.0.0.tar.gz", hash = "sha256:65aa6961f78cc99077745c1cca3bd5222d5fe39931b7b050329afb7e5fb6a3b0"}, ] [package.dependencies] @@ -1503,4 +1503,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p [metadata] lock-version = "2.0" python-versions = "^3.8" -content-hash = "681ede4583839e4cfc847410573ee7ec4aad96cbcbd85068dea0002381413bc8" +content-hash = "09ab1497d28de3fcad10804e8f9b7276c4dd23c3ce9200884632c671b064c010" diff --git a/openbb_platform/extensions/index/pyproject.toml b/openbb_platform/extensions/index/pyproject.toml index a5fed05a8308..968a92d004ec 100644 --- a/openbb_platform/extensions/index/pyproject.toml +++ b/openbb_platform/extensions/index/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "openbb-index" -version = "1.0.0rc0" +version = "1.0.0" description = "Index extension for OpenBB" authors = ["OpenBB Team "] readme = "README.md" @@ -8,7 +8,7 @@ packages = [{ include = "openbb_index" }] [tool.poetry.dependencies] python = "^3.8" -openbb-core = "^1.0.0rc0" +openbb-core = "^1.0.0" [build-system] requires = ["poetry-core"] diff --git a/openbb_platform/extensions/news/integration/test_news_api.py b/openbb_platform/extensions/news/integration/test_news_api.py index 9b94ac1796bf..f7e16ee254f2 100644 --- a/openbb_platform/extensions/news/integration/test_news_api.py +++ b/openbb_platform/extensions/news/integration/test_news_api.py @@ -157,3 +157,16 @@ def test_news_company(params, headers): result = requests.get(url, headers=headers, timeout=10) assert isinstance(result, requests.Response) assert result.status_code == 200 + + +@pytest.mark.skip(reason="No providers implement this yet.") +@pytest.mark.parametrize("params", []) +@pytest.mark.integration +def test_news_sector(params, headers): + params = {p: v for p, v in params.items() if v} + + query_str = get_querystring(params, []) + url = f"http://0.0.0.0:8000/api/v1/news/sector?{query_str}" + result = requests.get(url, headers=headers, timeout=10) + assert isinstance(result, requests.Response) + assert result.status_code == 200 diff --git a/openbb_platform/extensions/news/integration/test_news_python.py b/openbb_platform/extensions/news/integration/test_news_python.py index 9874f633b776..b78d548def79 100644 --- a/openbb_platform/extensions/news/integration/test_news_python.py +++ b/openbb_platform/extensions/news/integration/test_news_python.py @@ -150,3 +150,15 @@ def test_news_company(params, obb): assert result assert isinstance(result, OBBject) assert len(result.results) > 0 + + +@pytest.mark.skip(reason="Not providers implement this yet.") +@pytest.mark.parametrize("params", []) +@pytest.mark.integration +def test_news_sector(params, obb): + params = {p: v for p, v in params.items() if v} + + result = obb.news.sector(**params) + assert result + assert isinstance(result, OBBject) + assert len(result.results) > 0 diff --git a/openbb_platform/extensions/news/openbb_news/news_router.py b/openbb_platform/extensions/news/openbb_news/news_router.py index 742b922a3837..178ae242aac4 100644 --- a/openbb_platform/extensions/news/openbb_news/news_router.py +++ b/openbb_platform/extensions/news/openbb_news/news_router.py @@ -35,3 +35,14 @@ async def company( ) -> OBBject[BaseModel]: """Company News. Get news for one or more companies.""" return await OBBject.from_query(Query(**locals())) + + +@router.command(model="SectorNews") +async def sector( + cc: CommandContext, + provider_choices: ProviderChoices, + standard_params: StandardParams, + extra_params: ExtraParams, +) -> OBBject[BaseModel]: + """Sector News. Get news for one or more sectors.""" + return await OBBject.from_query(Query(**locals())) diff --git a/openbb_platform/extensions/news/poetry.lock b/openbb_platform/extensions/news/poetry.lock index f548f42c7f9b..c3df94690af2 100644 --- a/openbb_platform/extensions/news/poetry.lock +++ b/openbb_platform/extensions/news/poetry.lock @@ -750,13 +750,13 @@ files = [ [[package]] name = "openbb-core" -version = "1.0.0rc0" +version = "1.0.0" description = "OpenBB package with core functionality" optional = false python-versions = ">=3.8,<4.0" files = [ - {file = "openbb_core-1.0.0rc0-py3-none-any.whl", hash = "sha256:365dee1d649542f5d01ba3949cb202360fb3ae91aef27e9c295d917e0a0eae33"}, - {file = "openbb_core-1.0.0rc0.tar.gz", hash = "sha256:b62cf396aabac6ac114034535ffd94f1dd44a791e1a3995ae00b253634f05b2e"}, + {file = "openbb_core-1.0.0-py3-none-any.whl", hash = "sha256:08f39912d3ada0e2ea27d4f7921892dfcb6ce2f9b9335dd0c5d9079847a1a703"}, + {file = "openbb_core-1.0.0.tar.gz", hash = "sha256:65aa6961f78cc99077745c1cca3bd5222d5fe39931b7b050329afb7e5fb6a3b0"}, ] [package.dependencies] @@ -1518,4 +1518,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p [metadata] lock-version = "2.0" python-versions = "^3.8" -content-hash = "681ede4583839e4cfc847410573ee7ec4aad96cbcbd85068dea0002381413bc8" +content-hash = "09ab1497d28de3fcad10804e8f9b7276c4dd23c3ce9200884632c671b064c010" diff --git a/openbb_platform/extensions/news/pyproject.toml b/openbb_platform/extensions/news/pyproject.toml index 42ac371a6a79..65f7943c8ed2 100644 --- a/openbb_platform/extensions/news/pyproject.toml +++ b/openbb_platform/extensions/news/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "openbb-news" -version = "1.0.0rc0" +version = "1.0.0" description = "News extension for OpenBB" authors = ["OpenBB Team "] readme = "README.md" @@ -8,7 +8,7 @@ packages = [{ include = "openbb_news" }] [tool.poetry.dependencies] python = "^3.8" -openbb-core = "^1.0.0rc0" +openbb-core = "^1.0.0" [build-system] requires = ["poetry-core"] diff --git a/openbb_platform/extensions/quantitative/poetry.lock b/openbb_platform/extensions/quantitative/poetry.lock index b8d3c7136911..73a899af5ffa 100644 --- a/openbb_platform/extensions/quantitative/poetry.lock +++ b/openbb_platform/extensions/quantitative/poetry.lock @@ -735,13 +735,13 @@ files = [ [[package]] name = "openbb-core" -version = "1.0.0rc0" +version = "1.0.0" description = "OpenBB package with core functionality" optional = false python-versions = ">=3.8,<4.0" files = [ - 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Fuzzy search and list of curated Commitment of Traders Reports series information. + Search a list of curated Commitment of Traders Reports series information. """ return await OBBject.from_query(Query(**locals())) diff --git a/openbb_platform/extensions/regulators/openbb_regulators/sec/sec_router.py b/openbb_platform/extensions/regulators/openbb_regulators/sec/sec_router.py index 7f874110f79b..9a26193ae2bc 100644 --- a/openbb_platform/extensions/regulators/openbb_regulators/sec/sec_router.py +++ b/openbb_platform/extensions/regulators/openbb_regulators/sec/sec_router.py @@ -77,5 +77,5 @@ async def sic_search( standard_params: StandardParams, extra_params: ExtraParams, ) -> OBBject[BaseModel]: - """Fuzzy search for Industry Titles, Reporting Office, and SIC Codes.""" + """Search for Industry Titles, Reporting Office, and SIC Codes.""" return await OBBject.from_query(Query(**locals())) diff --git a/openbb_platform/extensions/regulators/poetry.lock b/openbb_platform/extensions/regulators/poetry.lock index 90817d111ad7..f0f4847a8021 100644 --- a/openbb_platform/extensions/regulators/poetry.lock +++ b/openbb_platform/extensions/regulators/poetry.lock @@ -731,13 +731,13 @@ files = [ [[package]] name = "openbb-core" -version = "1.0.0rc0" +version = "1.0.0" description = "OpenBB package with core functionality" optional = false python-versions = ">=3.8,<4.0" files = [ - {file = "openbb_core-1.0.0rc0-py3-none-any.whl", hash = "sha256:365dee1d649542f5d01ba3949cb202360fb3ae91aef27e9c295d917e0a0eae33"}, - {file = "openbb_core-1.0.0rc0.tar.gz", hash = "sha256:b62cf396aabac6ac114034535ffd94f1dd44a791e1a3995ae00b253634f05b2e"}, + {file = "openbb_core-1.0.0-py3-none-any.whl", hash = "sha256:08f39912d3ada0e2ea27d4f7921892dfcb6ce2f9b9335dd0c5d9079847a1a703"}, + {file = "openbb_core-1.0.0.tar.gz", hash = "sha256:65aa6961f78cc99077745c1cca3bd5222d5fe39931b7b050329afb7e5fb6a3b0"}, ] [package.dependencies] @@ -1499,4 +1499,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p [metadata] lock-version = "2.0" python-versions = ">=3.8,<3.12" -content-hash = "8289f357b9b8e45f4f04e1bdce3a92757872086e3b0880d8a171d11314aa690c" +content-hash = "bff95b8769ead2a60a3eeb0661af3270d4b4310bfbcd939fe2cf438a497b4eb5" diff --git a/openbb_platform/extensions/regulators/pyproject.toml b/openbb_platform/extensions/regulators/pyproject.toml index 15f2751c0492..0e2cf6e6c5a1 100644 --- a/openbb_platform/extensions/regulators/pyproject.toml +++ b/openbb_platform/extensions/regulators/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "openbb-regulators" -version = "1.0.0rc0" +version = "1.0.0" description = "Markets and Agency Regulators extension for OpenBB" authors = ["OpenBB Team "] readme = "README.md" @@ -8,7 +8,7 @@ packages = [{ include = "openbb_regulators" }] [tool.poetry.dependencies] python = ">=3.8,<3.12" -openbb-core = "^1.0.0rc0" +openbb-core = "^1.0.0" [build-system] requires = ["poetry-core"] diff --git a/openbb_platform/extensions/technical/poetry.lock b/openbb_platform/extensions/technical/poetry.lock index 49be530822b6..4638c22aa67d 100644 --- a/openbb_platform/extensions/technical/poetry.lock +++ b/openbb_platform/extensions/technical/poetry.lock @@ -701,13 +701,13 @@ files = [ [[package]] name = "openbb-core" -version = "1.0.0rc0" +version = "1.0.0" description = "OpenBB package with core functionality" optional = false python-versions = ">=3.8,<4.0" files = [ - {file = "openbb_core-1.0.0rc0-py3-none-any.whl", hash = "sha256:365dee1d649542f5d01ba3949cb202360fb3ae91aef27e9c295d917e0a0eae33"}, - {file = "openbb_core-1.0.0rc0.tar.gz", hash = "sha256:b62cf396aabac6ac114034535ffd94f1dd44a791e1a3995ae00b253634f05b2e"}, + {file = "openbb_core-1.0.0-py3-none-any.whl", hash = "sha256:08f39912d3ada0e2ea27d4f7921892dfcb6ce2f9b9335dd0c5d9079847a1a703"}, + {file = "openbb_core-1.0.0.tar.gz", hash = "sha256:65aa6961f78cc99077745c1cca3bd5222d5fe39931b7b050329afb7e5fb6a3b0"}, ] [package.dependencies] @@ -1291,20 +1291,12 @@ files = [ {file = "statsmodels-0.14.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:5a6a0a1a06ff79be8aa89c8494b33903442859add133f0dda1daf37c3c71682e"}, {file = "statsmodels-0.14.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:77b3cd3a5268ef966a0a08582c591bd29c09c88b4566c892a7c087935234f285"}, {file = "statsmodels-0.14.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9c64ebe9cf376cba0c31aed138e15ed179a1d128612dd241cdf299d159e5e882"}, - 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1] + if "@" not in decorator: + continue + decorator = decorator.split('"')[1] + return decorator + + return None + + +def find_missing_router_function_models( + router_functions: Dict, pi_map: Dict +) -> List[str]: + """Find the missing models in the router functions.""" + missing_models: List[str] = [] + for router_name, functions in router_functions.items(): + for function in functions: + decorator = find_decorator( + os.path.join(*router_name.split(".")) + ".py", + function.__name__, + ) + if ( + decorator not in pi_map + and decorator is not None + and "POST" not in decorator + and "GET" not in decorator + ): + missing_models.append( + f"{function.__name__} in {router_name} model doesn't exist in the provider interface map." + ) + + return missing_models + + +def check_router_function_models() -> List[str]: + """Check if the models in the router functions exist in the provider interface map.""" + pi = ProviderInterface() + pi_map = pi.map + routers = collect_routers(os.path.join("openbb_platform", "extensions", "routers")) + loaded_routers = import_routers(routers) + router_functions = collect_router_functions(loaded_routers) + missing_models = find_missing_router_function_models(router_functions, pi_map) + + return missing_models diff --git a/openbb_platform/openbb/package/__extensions__.py b/openbb_platform/openbb/package/__extensions__.py index c62f23a67694..369479a3f2d1 100644 --- a/openbb_platform/openbb/package/__extensions__.py +++ b/openbb_platform/openbb/package/__extensions__.py @@ -20,26 +20,26 @@ class Extensions(Container): /regulators Extensions: - - crypto@1.0.0rc0 - - currency@1.0.0rc0 - - derivatives@1.0.0rc0 - - economy@1.0.0rc0 - - equity@1.0.0rc0 - - etf@1.0.0rc0 - - fixedincome@1.0.0rc0 - - index@1.0.0rc0 - - news@1.0.0rc0 - - regulators@1.0.0rc0 - - - benzinga@1.0.0rc0 - - fmp@1.0.0rc0 - - fred@1.0.0rc0 - - intrinio@1.0.0rc0 - - oecd@1.0.0rc0 - - polygon@1.0.0rc0 - - sec@1.0.0rc0 - - tiingo@1.0.0rc0 - - tradingeconomics@1.0.0rc0 """ + - crypto@1.0.0 + - currency@1.0.0 + - derivatives@1.0.0 + - economy@1.0.0 + - equity@1.0.0 + - etf@1.0.0 + - fixedincome@1.0.0 + - index@1.0.0 + - news@1.0.0 + - regulators@1.0.0 + + - benzinga@1.0.0 + - fmp@1.0.0 + - fred@1.0.0 + - intrinio@1.0.0 + - oecd@1.0.0 + - polygon@1.0.0 + - sec@1.0.0 + - tiingo@1.0.0 + - tradingeconomics@1.0.0 """ # fmt: on def __repr__(self) -> str: return self.__doc__ or "" diff --git a/openbb_platform/openbb/package/equity_fundamental.py b/openbb_platform/openbb/package/equity_fundamental.py index aaf8baa12063..0c92a718aa51 100644 --- a/openbb_platform/openbb/package/equity_fundamental.py +++ b/openbb_platform/openbb/package/equity_fundamental.py @@ -235,6 +235,28 @@ def balance( Link to the statement. (provider: fmp) final_link : Optional[str] Link to the final statement. (provider: fmp) + note_receivable : Optional[float] + Notes and lease receivable. (provider: intrinio) + net_ppe : Optional[float] + Plant, property, and equipment, net. (provider: intrinio) + total_noncurrent_assets : Optional[float] + Total noncurrent assets. (provider: intrinio) + current_deferred_revenue : Optional[float] + Current deferred revenue. (provider: intrinio) + other_noncurrent_liabilities : Optional[float] + Other noncurrent operating liabilities. (provider: intrinio) + total_noncurrent_liabilities : Optional[float] + Total noncurrent liabilities. (provider: intrinio) + commitments_and_contingencies : Optional[float] + Commitments and contingencies. (provider: intrinio) + aoci : Optional[float] + Accumulated other comprehensive income / (loss). (provider: intrinio) + total_common_equity : Optional[float] + Total common equity. (provider: intrinio) + total_equity_and_noncontrolling_interests : Optional[float] + Total equity & noncontrolling interests. (provider: intrinio) + total_liabilities_and_equity : Optional[float] + Total liabilities & shareholders' equity. (provider: intrinio) Example ------- @@ -580,6 +602,20 @@ def cash( Link to the statement. (provider: fmp) final_link : Optional[str] Link to the final statement. (provider: fmp) + net_income_continuing : Optional[float] + Net income from continuing operations. (provider: intrinio) + net_cash_from_continuing_operating_activities : Optional[float] + Net cash from continuing operating activities. (provider: intrinio) + net_cash_from_continuing_investing_activities : Optional[float] + Net cash from continuing investing activities. (provider: intrinio) + net_cash_from_continuing_financing_activities : Optional[float] + Net cash from continuing financing activities. (provider: intrinio) + cash_interest_paid : Optional[float] + Cash paid for interest. (provider: intrinio) + cash_income_taxes_paid : Optional[float] + Cash paid for income taxes. (provider: intrinio) + issuance_of_common_equity : Optional[float] + Issuance of common equity. (provider: intrinio) Example ------- @@ -1453,6 +1489,20 @@ def income( Accepted date. (provider: fmp) calendar_year : Optional[int] Calendar year. (provider: fmp) + operating_revenue : Optional[float] + Operating revenue. (provider: intrinio) + operating_cost_of_revenue : Optional[float] + Operating cost of revenue. (provider: intrinio) + net_income_continuing : Optional[float] + Net income from continuing operations. (provider: intrinio) + net_income_to_common : Optional[float] + Net income to common shareholders. (provider: intrinio) + cash_dividends_per_share : Optional[float] + Cash dividends per share. (provider: intrinio) + other_income : Optional[float] + Other income. (provider: intrinio) + weighted_ave_basic_diluted_shares_os : Optional[float] + Weighted average basic and diluted shares outstanding. (provider: intrinio) income_loss_from_continuing_operations_before_tax : Optional[float] Income/Loss From Continuing Operations After Tax (provider: polygon) income_loss_from_continuing_operations_after_tax : Optional[float] diff --git a/openbb_platform/openbb/package/extension_map.json b/openbb_platform/openbb/package/extension_map.json index 777fa6ec855e..fe34ac32ca41 100644 --- a/openbb_platform/openbb/package/extension_map.json +++ b/openbb_platform/openbb/package/extension_map.json @@ -1,25 +1,25 @@ { "openbb_core_extension": [ - "crypto@1.0.0rc0", - "currency@1.0.0rc0", - "derivatives@1.0.0rc0", - "economy@1.0.0rc0", - "equity@1.0.0rc0", - "etf@1.0.0rc0", - "fixedincome@1.0.0rc0", - "index@1.0.0rc0", - "news@1.0.0rc0", - "regulators@1.0.0rc0" + "crypto@1.0.0", + "currency@1.0.0", + "derivatives@1.0.0", + "economy@1.0.0", + "equity@1.0.0", + "etf@1.0.0", + "fixedincome@1.0.0", + "index@1.0.0", + "news@1.0.0", + "regulators@1.0.0" ], "openbb_provider_extension": [ - "benzinga@1.0.0rc0", - "fmp@1.0.0rc0", - "fred@1.0.0rc0", - "intrinio@1.0.0rc0", - "oecd@1.0.0rc0", - "polygon@1.0.0rc0", - "sec@1.0.0rc0", - "tiingo@1.0.0rc0", - "tradingeconomics@1.0.0rc0" + "benzinga@1.0.0", + "fmp@1.0.0", + "fred@1.0.0", + "intrinio@1.0.0", + "oecd@1.0.0", + "polygon@1.0.0", + "sec@1.0.0", + "tiingo@1.0.0", + "tradingeconomics@1.0.0" ] } \ No newline at end of file diff --git a/openbb_platform/openbb/package/index.py b/openbb_platform/openbb/package/index.py index 8afe12d978a6..6c464b59c33d 100644 --- a/openbb_platform/openbb/package/index.py +++ b/openbb_platform/openbb/package/index.py @@ -252,8 +252,6 @@ def market( Human readable format of the date. (provider: fmp) change_over_time : Optional[float] Change % in the price of the symbol over a period of time. (provider: fmp) - value : Optional[float] - Index value. (provider: intrinio) transactions : Optional[Annotated[int, Gt(gt=0)]] Number of transactions for the symbol in the time period. (provider: polygon) diff --git a/openbb_platform/providers/alpha_vantage/poetry.lock b/openbb_platform/providers/alpha_vantage/poetry.lock index f548f42c7f9b..c3df94690af2 100644 --- a/openbb_platform/providers/alpha_vantage/poetry.lock +++ b/openbb_platform/providers/alpha_vantage/poetry.lock @@ -750,13 +750,13 @@ files = [ [[package]] name = "openbb-core" -version = "1.0.0rc0" +version = "1.0.0" description = "OpenBB package with core functionality" optional = false python-versions = ">=3.8,<4.0" files = [ - {file = "openbb_core-1.0.0rc0-py3-none-any.whl", hash = "sha256:365dee1d649542f5d01ba3949cb202360fb3ae91aef27e9c295d917e0a0eae33"}, - {file = "openbb_core-1.0.0rc0.tar.gz", hash = "sha256:b62cf396aabac6ac114034535ffd94f1dd44a791e1a3995ae00b253634f05b2e"}, + {file = "openbb_core-1.0.0-py3-none-any.whl", hash = "sha256:08f39912d3ada0e2ea27d4f7921892dfcb6ce2f9b9335dd0c5d9079847a1a703"}, + {file = "openbb_core-1.0.0.tar.gz", hash = "sha256:65aa6961f78cc99077745c1cca3bd5222d5fe39931b7b050329afb7e5fb6a3b0"}, ] [package.dependencies] @@ -1518,4 +1518,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p [metadata] lock-version = "2.0" python-versions = "^3.8" -content-hash = "681ede4583839e4cfc847410573ee7ec4aad96cbcbd85068dea0002381413bc8" +content-hash = "09ab1497d28de3fcad10804e8f9b7276c4dd23c3ce9200884632c671b064c010" diff --git a/openbb_platform/providers/alpha_vantage/pyproject.toml b/openbb_platform/providers/alpha_vantage/pyproject.toml index fda73c3e7f2b..12460b2794c8 100644 --- a/openbb_platform/providers/alpha_vantage/pyproject.toml +++ b/openbb_platform/providers/alpha_vantage/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "openbb-alpha-vantage" -version = "1.0.0rc0" +version = "1.0.0" description = "Alpha Vantage extension for OpenBB" authors = ["OpenBB Team "] readme = "README.md" @@ -8,7 +8,7 @@ packages = [{ include = "openbb_alpha_vantage" }] [tool.poetry.dependencies] python = "^3.8" -openbb-core = "^1.0.0rc0" +openbb-core = "^1.0.0" [build-system] requires = ["poetry-core"] diff --git a/openbb_platform/providers/benzinga/poetry.lock b/openbb_platform/providers/benzinga/poetry.lock index f548f42c7f9b..c3df94690af2 100644 --- a/openbb_platform/providers/benzinga/poetry.lock +++ b/openbb_platform/providers/benzinga/poetry.lock @@ -750,13 +750,13 @@ files = [ [[package]] name = "openbb-core" -version = "1.0.0rc0" +version = "1.0.0" description = "OpenBB package with core functionality" optional = false python-versions = ">=3.8,<4.0" files = [ - {file = "openbb_core-1.0.0rc0-py3-none-any.whl", hash = "sha256:365dee1d649542f5d01ba3949cb202360fb3ae91aef27e9c295d917e0a0eae33"}, - {file = "openbb_core-1.0.0rc0.tar.gz", hash = "sha256:b62cf396aabac6ac114034535ffd94f1dd44a791e1a3995ae00b253634f05b2e"}, + {file = "openbb_core-1.0.0-py3-none-any.whl", hash = "sha256:08f39912d3ada0e2ea27d4f7921892dfcb6ce2f9b9335dd0c5d9079847a1a703"}, + {file = "openbb_core-1.0.0.tar.gz", hash = "sha256:65aa6961f78cc99077745c1cca3bd5222d5fe39931b7b050329afb7e5fb6a3b0"}, ] [package.dependencies] @@ -1518,4 +1518,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p [metadata] lock-version = "2.0" python-versions = "^3.8" -content-hash = "681ede4583839e4cfc847410573ee7ec4aad96cbcbd85068dea0002381413bc8" +content-hash = "09ab1497d28de3fcad10804e8f9b7276c4dd23c3ce9200884632c671b064c010" diff --git a/openbb_platform/providers/benzinga/pyproject.toml b/openbb_platform/providers/benzinga/pyproject.toml index 18097aa52879..e743859eed1f 100644 --- a/openbb_platform/providers/benzinga/pyproject.toml +++ b/openbb_platform/providers/benzinga/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "openbb-benzinga" -version = "1.0.0rc0" +version = "1.0.0" description = "Benzinga extension for OpenBB" authors = ["OpenBB Team "] readme = "README.md" @@ -8,7 +8,7 @@ packages = [{ include = "openbb_benzinga" }] [tool.poetry.dependencies] python = "^3.8" -openbb-core = "^1.0.0rc0" +openbb-core = "^1.0.0" [build-system] requires = ["poetry-core"] diff --git a/openbb_platform/providers/biztoc/poetry.lock b/openbb_platform/providers/biztoc/poetry.lock index f65dc023f787..6395bceb0e93 100644 --- a/openbb_platform/providers/biztoc/poetry.lock +++ b/openbb_platform/providers/biztoc/poetry.lock @@ -749,13 +749,13 @@ files = [ [[package]] name = "openbb-core" -version = "1.0.0rc0" +version = "1.0.0" description = "OpenBB package with core functionality" optional = false python-versions = ">=3.8,<4.0" files = [ - {file = "openbb_core-1.0.0rc0-py3-none-any.whl", hash = "sha256:365dee1d649542f5d01ba3949cb202360fb3ae91aef27e9c295d917e0a0eae33"}, - {file = "openbb_core-1.0.0rc0.tar.gz", hash = "sha256:b62cf396aabac6ac114034535ffd94f1dd44a791e1a3995ae00b253634f05b2e"}, + {file = "openbb_core-1.0.0-py3-none-any.whl", hash = "sha256:08f39912d3ada0e2ea27d4f7921892dfcb6ce2f9b9335dd0c5d9079847a1a703"}, + {file = "openbb_core-1.0.0.tar.gz", hash = "sha256:65aa6961f78cc99077745c1cca3bd5222d5fe39931b7b050329afb7e5fb6a3b0"}, ] [package.dependencies] @@ -1561,4 +1561,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p [metadata] lock-version = "2.0" python-versions = "^3.8" -content-hash = "00c5cb0e6c75d85d163973848e3053d950c445d3f3ab718bfaf2b62889afd62c" +content-hash = "fa368c28ca12616118e8d1d99a230a4339612ed53b4a085283a61899075eb372" diff --git a/openbb_platform/providers/biztoc/pyproject.toml b/openbb_platform/providers/biztoc/pyproject.toml index 6269895ee7e3..1e5e5ef5d884 100644 --- a/openbb_platform/providers/biztoc/pyproject.toml +++ b/openbb_platform/providers/biztoc/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "openbb-biztoc" -version = "1.0.0rc0" +version = "1.0.0" description = "" authors = ["OpenBB Team "] readme = "README.md" @@ -8,7 +8,7 @@ packages = [{ include = "openbb_biztoc" }] [tool.poetry.dependencies] python = "^3.8" -openbb-core = "^1.0.0rc0" +openbb-core = "^1.0.0" requests-cache = "^1.1.0" [build-system] diff --git a/openbb_platform/providers/cboe/poetry.lock b/openbb_platform/providers/cboe/poetry.lock index 2654e15bbc0c..11b01ba0c38f 100644 --- a/openbb_platform/providers/cboe/poetry.lock +++ b/openbb_platform/providers/cboe/poetry.lock @@ -775,13 +775,13 @@ files = [ [[package]] name = "openbb-core" -version = "1.0.0rc0" +version = "1.0.0" description = "OpenBB package with core functionality" optional = false python-versions = ">=3.8,<4.0" files = [ - {file = "openbb_core-1.0.0rc0-py3-none-any.whl", hash = "sha256:365dee1d649542f5d01ba3949cb202360fb3ae91aef27e9c295d917e0a0eae33"}, - {file = "openbb_core-1.0.0rc0.tar.gz", hash = "sha256:b62cf396aabac6ac114034535ffd94f1dd44a791e1a3995ae00b253634f05b2e"}, + {file = "openbb_core-1.0.0-py3-none-any.whl", hash = "sha256:08f39912d3ada0e2ea27d4f7921892dfcb6ce2f9b9335dd0c5d9079847a1a703"}, + {file = "openbb_core-1.0.0.tar.gz", hash = "sha256:65aa6961f78cc99077745c1cca3bd5222d5fe39931b7b050329afb7e5fb6a3b0"}, ] [package.dependencies] @@ -1587,4 +1587,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p [metadata] lock-version = "2.0" python-versions = "^3.8" -content-hash = "00c5cb0e6c75d85d163973848e3053d950c445d3f3ab718bfaf2b62889afd62c" +content-hash = "fa368c28ca12616118e8d1d99a230a4339612ed53b4a085283a61899075eb372" diff --git a/openbb_platform/providers/cboe/pyproject.toml b/openbb_platform/providers/cboe/pyproject.toml index e1c09e20db08..97e92cfb9af9 100644 --- a/openbb_platform/providers/cboe/pyproject.toml +++ b/openbb_platform/providers/cboe/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "openbb-cboe" -version = "1.0.0rc0" +version = "1.0.0" description = "CBOE extension for OpenBB" authors = ["OpenBB Team "] readme = "README.md" @@ -9,7 +9,7 @@ packages = [{ include = "openbb_cboe" }] [tool.poetry.dependencies] python = "^3.8" requests-cache = "^1.1.0" -openbb-core = "^1.0.0rc0" +openbb-core = "^1.0.0" [build-system] requires = ["poetry-core"] diff --git a/openbb_platform/providers/ecb/poetry.lock b/openbb_platform/providers/ecb/poetry.lock index bbfa407211ef..9a60022a5993 100644 --- a/openbb_platform/providers/ecb/poetry.lock +++ b/openbb_platform/providers/ecb/poetry.lock @@ -735,13 +735,13 @@ files = [ [[package]] name = "openbb-core" -version = "1.0.0rc0" +version = "1.0.0" description = "OpenBB package with core functionality" optional = false python-versions = ">=3.8,<4.0" files = [ - {file = "openbb_core-1.0.0rc0-py3-none-any.whl", hash = "sha256:365dee1d649542f5d01ba3949cb202360fb3ae91aef27e9c295d917e0a0eae33"}, - {file = "openbb_core-1.0.0rc0.tar.gz", hash = "sha256:b62cf396aabac6ac114034535ffd94f1dd44a791e1a3995ae00b253634f05b2e"}, + {file = "openbb_core-1.0.0-py3-none-any.whl", hash = "sha256:08f39912d3ada0e2ea27d4f7921892dfcb6ce2f9b9335dd0c5d9079847a1a703"}, + {file = "openbb_core-1.0.0.tar.gz", hash = "sha256:65aa6961f78cc99077745c1cca3bd5222d5fe39931b7b050329afb7e5fb6a3b0"}, ] [package.dependencies] @@ -1514,4 +1514,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p [metadata] lock-version = "2.0" python-versions = "^3.8" -content-hash = "386429c97bdb4a382da00332346d30731dca86ef07b2bda8698557f5fb1e408a" +content-hash = "113b20a7956a6019a1796579234badb9344491d0daa10da1c9af2d2c3ae79707" diff --git a/openbb_platform/providers/ecb/pyproject.toml b/openbb_platform/providers/ecb/pyproject.toml index 0690e2bf32fd..492574da1191 100644 --- a/openbb_platform/providers/ecb/pyproject.toml +++ b/openbb_platform/providers/ecb/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "openbb-ecb" -version = "1.0.0rc0" +version = "1.0.0" description = "ECB extension for OpenBB" authors = ["OpenBB Team "] readme = "README.md" @@ -8,7 +8,7 @@ packages = [{ include = "openbb_ecb" }] [tool.poetry.dependencies] python = "^3.8" -openbb-core = "^1.0.0rc0" +openbb-core = "^1.0.0" xmltodict = "^0.13.0" [build-system] diff --git a/openbb_platform/providers/finra/poetry.lock b/openbb_platform/providers/finra/poetry.lock index b6e0838c01f6..d6d8c06f11bd 100644 --- a/openbb_platform/providers/finra/poetry.lock +++ b/openbb_platform/providers/finra/poetry.lock @@ -724,13 +724,13 @@ files = [ [[package]] name = "openbb-core" -version = "1.0.0rc0" +version = "1.0.0" description = "OpenBB package with core functionality" optional = false python-versions = ">=3.8,<4.0" files = [ - {file = "openbb_core-1.0.0rc0-py3-none-any.whl", hash = "sha256:365dee1d649542f5d01ba3949cb202360fb3ae91aef27e9c295d917e0a0eae33"}, - {file = "openbb_core-1.0.0rc0.tar.gz", hash = "sha256:b62cf396aabac6ac114034535ffd94f1dd44a791e1a3995ae00b253634f05b2e"}, + {file = "openbb_core-1.0.0-py3-none-any.whl", hash = "sha256:08f39912d3ada0e2ea27d4f7921892dfcb6ce2f9b9335dd0c5d9079847a1a703"}, + {file = "openbb_core-1.0.0.tar.gz", hash = "sha256:65aa6961f78cc99077745c1cca3bd5222d5fe39931b7b050329afb7e5fb6a3b0"}, ] [package.dependencies] @@ -1492,4 +1492,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p [metadata] lock-version = "2.0" python-versions = "^3.8" -content-hash = "681ede4583839e4cfc847410573ee7ec4aad96cbcbd85068dea0002381413bc8" +content-hash = "09ab1497d28de3fcad10804e8f9b7276c4dd23c3ce9200884632c671b064c010" diff --git a/openbb_platform/providers/finra/pyproject.toml b/openbb_platform/providers/finra/pyproject.toml index 81a5c9003d96..a89497121182 100644 --- a/openbb_platform/providers/finra/pyproject.toml +++ b/openbb_platform/providers/finra/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "openbb-finra" -version = "1.0.0rc0" +version = "1.0.0" description = "FINRA extension for OpenBB" authors = ["OpenBB Team "] readme = "README.md" @@ -8,7 +8,7 @@ packages = [{ include = "openbb_finra" }] [tool.poetry.dependencies] python = "^3.8" -openbb-core = "^1.0.0rc0" +openbb-core = "^1.0.0" [build-system] requires = ["poetry-core"] diff --git a/openbb_platform/providers/fmp/poetry.lock b/openbb_platform/providers/fmp/poetry.lock index f548f42c7f9b..c3df94690af2 100644 --- a/openbb_platform/providers/fmp/poetry.lock +++ b/openbb_platform/providers/fmp/poetry.lock @@ -750,13 +750,13 @@ files = [ [[package]] name = "openbb-core" -version = "1.0.0rc0" +version = "1.0.0" description = "OpenBB package with core functionality" optional = false python-versions = ">=3.8,<4.0" files = [ - {file = "openbb_core-1.0.0rc0-py3-none-any.whl", hash = "sha256:365dee1d649542f5d01ba3949cb202360fb3ae91aef27e9c295d917e0a0eae33"}, - {file = "openbb_core-1.0.0rc0.tar.gz", hash = "sha256:b62cf396aabac6ac114034535ffd94f1dd44a791e1a3995ae00b253634f05b2e"}, + {file = "openbb_core-1.0.0-py3-none-any.whl", hash = "sha256:08f39912d3ada0e2ea27d4f7921892dfcb6ce2f9b9335dd0c5d9079847a1a703"}, + {file = "openbb_core-1.0.0.tar.gz", hash = "sha256:65aa6961f78cc99077745c1cca3bd5222d5fe39931b7b050329afb7e5fb6a3b0"}, ] [package.dependencies] @@ -1518,4 +1518,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p [metadata] lock-version = "2.0" python-versions = "^3.8" -content-hash = "681ede4583839e4cfc847410573ee7ec4aad96cbcbd85068dea0002381413bc8" +content-hash = "09ab1497d28de3fcad10804e8f9b7276c4dd23c3ce9200884632c671b064c010" diff --git a/openbb_platform/providers/fmp/pyproject.toml b/openbb_platform/providers/fmp/pyproject.toml index d7d8fdd10168..fd3ca3398909 100644 --- a/openbb_platform/providers/fmp/pyproject.toml +++ b/openbb_platform/providers/fmp/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "openbb-fmp" -version = "1.0.0rc0" +version = "1.0.0" description = "FMP extension for OpenBB" authors = ["OpenBB Team "] readme = "README.md" @@ -8,7 +8,7 @@ packages = [{ include = "openbb_fmp" }] [tool.poetry.dependencies] python = "^3.8" -openbb-core = "^1.0.0rc0" +openbb-core = "^1.0.0" [build-system] requires = ["poetry-core"] diff --git a/openbb_platform/providers/fred/openbb_fred/models/search.py b/openbb_platform/providers/fred/openbb_fred/models/search.py index aed7e051afba..f22441a3873c 100644 --- a/openbb_platform/providers/fred/openbb_fred/models/search.py +++ b/openbb_platform/providers/fred/openbb_fred/models/search.py @@ -1,4 +1,4 @@ -"""FRED Releases Search Model.""" +"""FRED Search Model.""" from typing import Any, Dict, List, Literal, Optional, Union diff --git a/openbb_platform/providers/fred/poetry.lock b/openbb_platform/providers/fred/poetry.lock index f548f42c7f9b..c3df94690af2 100644 --- a/openbb_platform/providers/fred/poetry.lock +++ b/openbb_platform/providers/fred/poetry.lock @@ -750,13 +750,13 @@ files = [ [[package]] name = "openbb-core" -version = "1.0.0rc0" +version = "1.0.0" description = "OpenBB package with core functionality" optional = false python-versions = ">=3.8,<4.0" files = [ - {file = "openbb_core-1.0.0rc0-py3-none-any.whl", hash = "sha256:365dee1d649542f5d01ba3949cb202360fb3ae91aef27e9c295d917e0a0eae33"}, - {file = "openbb_core-1.0.0rc0.tar.gz", hash = "sha256:b62cf396aabac6ac114034535ffd94f1dd44a791e1a3995ae00b253634f05b2e"}, + {file = "openbb_core-1.0.0-py3-none-any.whl", hash = "sha256:08f39912d3ada0e2ea27d4f7921892dfcb6ce2f9b9335dd0c5d9079847a1a703"}, + {file = "openbb_core-1.0.0.tar.gz", hash = "sha256:65aa6961f78cc99077745c1cca3bd5222d5fe39931b7b050329afb7e5fb6a3b0"}, ] [package.dependencies] @@ -1518,4 +1518,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p [metadata] lock-version = "2.0" python-versions = "^3.8" -content-hash = "681ede4583839e4cfc847410573ee7ec4aad96cbcbd85068dea0002381413bc8" +content-hash = "09ab1497d28de3fcad10804e8f9b7276c4dd23c3ce9200884632c671b064c010" diff --git a/openbb_platform/providers/fred/pyproject.toml b/openbb_platform/providers/fred/pyproject.toml index 93320ca931bf..04f66ab7f51c 100644 --- a/openbb_platform/providers/fred/pyproject.toml +++ b/openbb_platform/providers/fred/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "openbb-fred" -version = "1.0.0rc0" +version = "1.0.0" description = "FRED extension for OpenBB" authors = ["OpenBB Team "] readme = "README.md" @@ -8,7 +8,7 @@ packages = [{ include = "openbb_fred" }] [tool.poetry.dependencies] python = "^3.8" -openbb-core = "^1.0.0rc0" +openbb-core = "^1.0.0" [build-system] requires = ["poetry-core"] diff --git a/openbb_platform/providers/fred/tests/record/http/test_fred_fetchers/test_fred_yield_curve_fetcher.yaml b/openbb_platform/providers/fred/tests/record/http/test_fred_fetchers/test_fred_yield_curve_fetcher.yaml index 85a3fce1defc..5e085c7f77b0 100644 --- a/openbb_platform/providers/fred/tests/record/http/test_fred_fetchers/test_fred_yield_curve_fetcher.yaml +++ b/openbb_platform/providers/fred/tests/record/http/test_fred_fetchers/test_fred_yield_curve_fetcher.yaml @@ -9,17 +9,17 @@ interactions: Connection: - keep-alive method: GET - uri: https://api.stlouisfed.org/fred/series/observations?api_key=MOCK_API_KEY&file_type=json&observation_start=2023-08-20&series_id=DGS1MO + uri: https://api.stlouisfed.org/fred/series/observations?api_key=MOCK_API_KEY&file_type=json&observation_start=2023-11-01&series_id=DGS1MO response: body: string: !!binary | - H4sIAAAAAAAEA6pWKkpNzCnJzE2NLy5JLCpRslIyMjAy1jWw1DW0VNJByKbmpaDL5ScVpxaVJZZk - 5uehabbQNTJQ0lFCVgDRb2lpaalraKRrbKiko1Sal1lSrGSllJOZB1JcWlJQWhJfUlmQqmRlqKOU - lpmTCuUpZRXng5UUpaQWxSdVKlmhGJ2SWJKqpKNUnF9UEp8PUqJkpZRYnKyko5ScX5pXomRlZKCj - lJ+WVpxaomRloKOUk5mbWaJkZWgAAiiuLFayiqYkRMAugYWgha4RyJdliTmlqUpWSqZ6pqZKtTrU - NN5ISUcJyXgTKhtvTFvjTVCNp3bgmKIab0blwLGgrfGgvEe7qDUG5U4k46kc9uDcjWS8ETXD3lLX - AC1bGVLZeOSEqUdls9FSJbWdboaaKqkd8Oa0NR4tT1HZ9YZoyYbaxqOVxtQ2Hq00NqZuwjRETvSm - eqbUdj1mugcsthYAuUjI9HwIAAA= + H4sIAAAAAAAEA6pWKkpNzCnJzE2NLy5JLCpRslIyMjAy1jU00jUwUdJByKbmpaDL5ScVpxaVJZZk + 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body: string: !!binary | - H4sIAAAAAAAEA6pWKkpNzCnJzE2NLy5JLCpRslIyMjAy1jWw1DW0VNJByKbmpaDL5ScVpxaVJZZk - 5uehabbQNTJQ0lFCVgDRb2lpaalraKRrbKiko1Sal1lSrGSllJOZB1JcWlJQWhJfUlmQqmRlqKOU - lpmTCuUpZRXng5UUpaQWxSdVKlmhGJ2SWJKqpKNUnF9UEp8PUqJkpZRYnKyko5ScX5pXomRlZKCj - lJ+WVpxaomRloKOUk5mbWaJkZWgAAiiuLFayiqYkRMAugYWgha4RyJdliTmlqUpWSqZ6puZKtTrU - NN5ISUeJhsYb09Z4E1TjLagcOKYoxpsZUtl4CxTjTantelDeQ4paM+q63hiUO2loPFq6p6rrLXUN - 0Iw3pmbgWOoaICdMPSqbjZoqTU2pbLwZaqqktvHmqMZTO+DR8hSVXW+IlmyobTxaaUzlRG+IVhpT - 2/XIid5Uj9oJ0xAt3QNmplQbWwsAEm6WQ3wIAAA= + H4sIAAAAAAAEA6pWKkpNzCnJzE2NLy5JLCpRslIyMjAy1jU00jUwUdJByKbmpaDL5ScVpxaVJZZk + 5uehaTbUNTBU0lFCVgDRb2lpaQky2xgkXZqXWVKsZKWUk5kHUlxaUlBaEl9SWZCqZGWoo5SWmZMK + 5SllFeeDlRSlpBbFJ1UqWaEYnZJYkqqko1ScX1QSnw9SomSllFicrKSjlJxfmleiZGVkrKOUn5ZW + nFqiZGWgo5STmZtZomRlaAACKK4sVrKKpiREwC6BhSA0EMoSc0pTlayUTPVMzZVqdahpvJGSjhKS + 8SZUNt4Y1XhjKhtvhmq8GZWNN0c13pTKxlugGk/tsLekqfGGBqjGUzlqDdFSDpXD3hBUMCGleyPq + 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Tue, 05 Dec 2023 03:11:52 GMT Last-Modified: - - Mon, 18 Sep 2023 20:21:06 GMT - Set-Cookie: - - ak_bmsc=748189A9A4590787FE23BEBB0323D45B~000000000000000000000000000000~YAAQFk4SAhw/spSKAQAA2DBQrhWGrwhZiM3vFeZTPELM2FpOEfw6e5qYoIGVdQtDMX9B32SuH893laHZUi2fyyXan4Sbh47v7gSJI9mKHD6mHZJks8y/Q2L4j3iG7NgZ/0DvbCCsF7JPQ9LQ5/CA1FzTYc9+1LZykM2Jao+PvurHeKrJt4z04Y+9djTwSMjrkgirYpLB0yERfYhJwCr7FHNZHGgam96mfxx/7UL8SmZ1iSJ1Aw/To61yMJ0k9YQqIqNV0dFLNlwyWjkAFNj2lGJprP83cNEhzQ8TS5adT+ZG9coukNm2gx9tGJ4gSTOK8+72Tk8P/8Xc64ZbbKN/V0U1WwpIKqJtPShVIoGW487WhwxU6I0EUR0tDG9lldbU; - Domain=.stlouisfed.org; Path=/; Expires=Tue, 19 Sep 2023 18:40:05 GMT; Max-Age=7200; - HttpOnly + - Mon, 04 Dec 2023 21:25:13 GMT Vary: - Accept-Encoding x-rate-limit-limit: @@ -163,17 +150,17 @@ interactions: Connection: - keep-alive method: GET - uri: https://api.stlouisfed.org/fred/series/observations?api_key=MOCK_API_KEY&file_type=json&observation_start=2023-08-20&series_id=DGS1 + uri: https://api.stlouisfed.org/fred/series/observations?api_key=MOCK_API_KEY&file_type=json&observation_start=2023-11-01&series_id=DGS1 response: body: string: !!binary | - H4sIAAAAAAAEA6pWKkpNzCnJzE2NLy5JLCpRslIyMjAy1jWw1DW0VNJByKbmpaDL5ScVpxaVJZZk - 5uehabbQNTJQ0lFCVgDRb2lpaalraKRrbKiko1Sal1lSrGSllJOZB1JcWlJQWhJfUlmQqmRlqKOU - lpmTCuUpZRXng5UUpaQWxSdVKlmhGJ2SWJKqpKNUnF9UEp8PUqJkpZRYnKyko5ScX5pXomRlZKCj - lJ+WVpxaomRloKOUk5mbWaJkZWgAAiiuLFayiqYkRMAugYWgha4RyJdliTmlqUpWSqZ6xuZKtTrU - NN5ISUcJyXhLKhtvjGq8KZWNN0E1ntquN0Ux3sSEyq63oK3xoLyHFLVUTjnGoNyJZDyVwx6cu5GM - p6rrLXUN0LKVGTWj1lLXADlh6lHZbLRUaURl481omCotdQ3MUY03oLLr0fIUlQPHEDXZmFDZ9Yao - pbEJtV2PWhpT3XjkRG+qR3Xj0dI9YMZKtbG1ABtMOd18CAAA + H4sIAAAAAAAEA6pWKkpNzCnJzE2NLy5JLCpRslIyMjAy1jU00jUwUdJByKbmpaDL5ScVpxaVJZZk + 5uehaTbUNTBU0lFCVgDRb2lpaQky2xgkXZqXWVKsZKWUk5kHUlxaUlBaEl9SWZCqZGWoo5SWmZMK + 5SllFeeDlRSlpBbFJ1UqWaEYnZJYkqqko1ScX1QSnw9SomSllFicrKSjlJxfmleiZGVkrKOUn5ZW + 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string: !!binary | - H4sIAAAAAAAEA6pWKkpNzCnJzE2NLy5JLCpRslIyMjAy1jWw1DW0VNJByKbmpaDL5ScVpxaVJZZk - 5uehabbQNTJQ0lFCVgDRb2lpaalraKRrbKiko1Sal1lSrGSllJOZB1JcWlJQWhJfUlmQqmRlqKOU - lpmTCuUpZRXng5UUpaQWxSdVKlmhGJ2SWJKqpKNUnF9UEp8PUqJkpZRYnKyko5ScX5pXomRlZKCj - lJ+WVpxaomRloKOUk5mbWaJkZWgAAiiuLFayiqYkRMAugYWgha4RyJdliTmlqUpWSiZ6luZKtTrU - NN5ISUcJZrypnoERlY03RjLeRM/SlMrGm6Aab0Fl402RjDfVMzCmsvEWSMab6FlS2/WgvAeLWhM9 - CyqnHGNQ7kQYb2lA3cAB526E8RZUTTmWugao2Yq6gWOpa4CcMPWoGTKWugbIqdJEz9KEysabIaVK - Uz0DQyobb45kPA1cT8s8ZalriJpsqFsag2o11MChaolgqWuIVhqbUTdqDZETvameAVVLBEtdQ+R0 - D6mqAIutBQDrmsH4fAgAAA== + H4sIAAAAAAAEA6pWKkpNzCnJzE2NLy5JLCpRslIyMjAy1jU00jUwUdJByKbmpaDL5ScVpxaVJZZk + 5uehaTbUNTBU0lFCVgDRb2lpaQky2xgkXZqXWVKsZKWUk5kHUlxaUlBaEl9SWZCqZGWoo5SWmZMK + 5SllFeeDlRSlpBbFJ1UqWaEYnZJYkqqko1ScX1QSnw9SomSllFicrKSjlJxfmleiZGVkrKOUn5ZW + nFqiZGWgo5STmZtZomRlaAACKK4sVrKKpiREwC6BhSA0EMoSc0pTlayUTPQsTZVqdahpvJGSjhKS + 8RZUNt4YxXgLYyobb4ZivCW1jTdHNd6Qyq63QDWe2q63RDLeVM+AysYbGqAab0LdwDFETjmmegZG + 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-@pytest.mark.skip(reason="FRED has deeply nested return types which are not supported.") def test_fredcpi_fetcher(credentials=test_credentials): """Test FREDConsumerPriceIndexFetcher.""" params = {"countries": ["portugal", "spain"]} @@ -58,10 +57,9 @@ def test_fredcpi_fetcher(credentials=test_credentials): @pytest.mark.record_http -@pytest.mark.skip(reason="FRED has deeply nested return types which are not supported.") def test_fred_yield_curve_fetcher(credentials=test_credentials): """Test FREDYieldCurveFetcher.""" - params = {} + params = {"date": datetime.date(2023, 12, 1)} fetcher = FREDYieldCurveFetcher() result = fetcher.test(params, credentials) @@ -69,7 +67,6 @@ def test_fred_yield_curve_fetcher(credentials=test_credentials): @pytest.mark.record_http -@pytest.mark.skip(reason="FRED has deeply nested return types which are not supported.") def test_fredsofr_fetcher(credentials=test_credentials): """Test FREDSOFRFetcher.""" params = {} @@ -80,7 +77,6 @@ def test_fredsofr_fetcher(credentials=test_credentials): @pytest.mark.record_http -@pytest.mark.skip(reason="FRED has deeply nested return types which are not supported.") def test_fredestr_fetcher(credentials=test_credentials): """Test FREDESTRFetcher.""" params = {} @@ -91,7 +87,6 @@ def test_fredestr_fetcher(credentials=test_credentials): @pytest.mark.record_http -@pytest.mark.skip(reason="FRED has deeply nested return types which are not supported.") def test_fredsonia_fetcher(credentials=test_credentials): """Test FREDSONIAFetcher.""" params = {} @@ -102,7 +97,6 @@ def test_fredsonia_fetcher(credentials=test_credentials): @pytest.mark.record_http -@pytest.mark.skip(reason="FRED has deeply nested return types which are not supported.") def test_fredameribor_fetcher(credentials=test_credentials): """Test FREDAMERIBORFetcher.""" params = {} @@ -113,7 +107,6 @@ def test_fredameribor_fetcher(credentials=test_credentials): @pytest.mark.record_http -@pytest.mark.skip(reason="FRED has deeply nested return types which are not supported.") def test_fredfed_fetcher(credentials=test_credentials): """Test FREDFEDFetcher.""" params = {} @@ -124,7 +117,6 @@ def test_fredfed_fetcher(credentials=test_credentials): @pytest.mark.record_http -@pytest.mark.skip(reason="FRED has deeply nested return types which are not supported.") def test_fredprojection_fetcher(credentials=test_credentials): """Test FREDPROJECTIONFetcher.""" params = {} @@ -135,7 +127,6 @@ def test_fredprojection_fetcher(credentials=test_credentials): @pytest.mark.record_http -@pytest.mark.skip(reason="FRED has deeply nested return types which are not supported.") def test_frediorb_fetcher(credentials=test_credentials): """Test FREDIORBFetcher.""" params = {} diff --git a/openbb_platform/providers/government_us/poetry.lock b/openbb_platform/providers/government_us/poetry.lock index 8e1a08b67d38..f7f7a55d7466 100644 --- a/openbb_platform/providers/government_us/poetry.lock +++ b/openbb_platform/providers/government_us/poetry.lock @@ -735,13 +735,13 @@ files = [ [[package]] name = "openbb-core" -version = "1.0.0rc0" +version = "1.0.0" description = "OpenBB package with core functionality" optional = false python-versions = ">=3.8,<4.0" files = [ - {file = "openbb_core-1.0.0rc0-py3-none-any.whl", hash = "sha256:365dee1d649542f5d01ba3949cb202360fb3ae91aef27e9c295d917e0a0eae33"}, - {file = "openbb_core-1.0.0rc0.tar.gz", hash = "sha256:b62cf396aabac6ac114034535ffd94f1dd44a791e1a3995ae00b253634f05b2e"}, + {file = "openbb_core-1.0.0-py3-none-any.whl", hash = "sha256:08f39912d3ada0e2ea27d4f7921892dfcb6ce2f9b9335dd0c5d9079847a1a703"}, + {file = "openbb_core-1.0.0.tar.gz", hash = "sha256:65aa6961f78cc99077745c1cca3bd5222d5fe39931b7b050329afb7e5fb6a3b0"}, ] [package.dependencies] @@ -1503,4 +1503,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p [metadata] lock-version = "2.0" python-versions = "^3.8" -content-hash = "681ede4583839e4cfc847410573ee7ec4aad96cbcbd85068dea0002381413bc8" +content-hash = "09ab1497d28de3fcad10804e8f9b7276c4dd23c3ce9200884632c671b064c010" diff --git a/openbb_platform/providers/government_us/pyproject.toml b/openbb_platform/providers/government_us/pyproject.toml index 251a59029e42..5d56f8af8e28 100644 --- a/openbb_platform/providers/government_us/pyproject.toml +++ b/openbb_platform/providers/government_us/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "openbb-government-us" -version = "1.0.0rc0" +version = "1.0.0" description = "US Government Data Extension for OpenBB" authors = ["OpenBB "] readme = "README.md" @@ -8,7 +8,7 @@ packages = [{ include = "openbb_government_us" }] [tool.poetry.dependencies] python = "^3.8" -openbb-core = "^1.0.0rc0" +openbb-core = "^1.0.0" [build-system] requires = ["poetry-core"] diff --git a/openbb_platform/providers/intrinio/poetry.lock b/openbb_platform/providers/intrinio/poetry.lock index 2654e15bbc0c..11b01ba0c38f 100644 --- a/openbb_platform/providers/intrinio/poetry.lock +++ b/openbb_platform/providers/intrinio/poetry.lock @@ -775,13 +775,13 @@ files = [ [[package]] name = "openbb-core" -version = "1.0.0rc0" +version = "1.0.0" description = "OpenBB package with core functionality" optional = false python-versions = ">=3.8,<4.0" files = [ - {file = "openbb_core-1.0.0rc0-py3-none-any.whl", hash = "sha256:365dee1d649542f5d01ba3949cb202360fb3ae91aef27e9c295d917e0a0eae33"}, - {file = "openbb_core-1.0.0rc0.tar.gz", hash = "sha256:b62cf396aabac6ac114034535ffd94f1dd44a791e1a3995ae00b253634f05b2e"}, + {file = "openbb_core-1.0.0-py3-none-any.whl", hash = "sha256:08f39912d3ada0e2ea27d4f7921892dfcb6ce2f9b9335dd0c5d9079847a1a703"}, + {file = "openbb_core-1.0.0.tar.gz", hash = "sha256:65aa6961f78cc99077745c1cca3bd5222d5fe39931b7b050329afb7e5fb6a3b0"}, ] [package.dependencies] @@ -1587,4 +1587,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p [metadata] lock-version = "2.0" python-versions = "^3.8" -content-hash = "00c5cb0e6c75d85d163973848e3053d950c445d3f3ab718bfaf2b62889afd62c" +content-hash = "fa368c28ca12616118e8d1d99a230a4339612ed53b4a085283a61899075eb372" diff --git a/openbb_platform/providers/intrinio/pyproject.toml b/openbb_platform/providers/intrinio/pyproject.toml index d5c157f6092d..8e802fbd561d 100644 --- a/openbb_platform/providers/intrinio/pyproject.toml +++ b/openbb_platform/providers/intrinio/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "openbb-intrinio" -version = "1.0.0rc0" +version = "1.0.0" description = "Intrinio extension for OpenBB" authors = ["OpenBB Team "] readme = "README.md" @@ -9,7 +9,7 @@ packages = [{ include = "openbb_intrinio" }] [tool.poetry.dependencies] python = "^3.8" requests-cache = "^1.1.0" -openbb-core = "^1.0.0rc0" +openbb-core = "^1.0.0" [build-system] requires = ["poetry-core"] diff --git a/openbb_platform/providers/nasdaq/poetry.lock b/openbb_platform/providers/nasdaq/poetry.lock index 24d3395d3c9d..20113712a89b 100644 --- a/openbb_platform/providers/nasdaq/poetry.lock +++ b/openbb_platform/providers/nasdaq/poetry.lock @@ -732,13 +732,13 @@ files = [ [[package]] name = "openbb-core" -version = "1.0.0rc0" +version = "1.0.0" description = "OpenBB package with core functionality" optional = false python-versions = ">=3.8,<4.0" files = [ - {file = "openbb_core-1.0.0rc0-py3-none-any.whl", hash = "sha256:365dee1d649542f5d01ba3949cb202360fb3ae91aef27e9c295d917e0a0eae33"}, - {file = "openbb_core-1.0.0rc0.tar.gz", hash = "sha256:b62cf396aabac6ac114034535ffd94f1dd44a791e1a3995ae00b253634f05b2e"}, + {file = "openbb_core-1.0.0-py3-none-any.whl", hash = "sha256:08f39912d3ada0e2ea27d4f7921892dfcb6ce2f9b9335dd0c5d9079847a1a703"}, + {file = "openbb_core-1.0.0.tar.gz", hash = "sha256:65aa6961f78cc99077745c1cca3bd5222d5fe39931b7b050329afb7e5fb6a3b0"}, ] [package.dependencies] @@ -1511,4 +1511,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p [metadata] lock-version = "2.0" python-versions = "^3.8" -content-hash = "f0db4b8db6f8ee35a35c4a1573e66ace73247c96df6bc5607a07637fa12b03ee" +content-hash = "9dfc8afacf5d92faa80f16596945310c9a377d4092583f78ae34fa4543c61866" diff --git a/openbb_platform/providers/nasdaq/pyproject.toml b/openbb_platform/providers/nasdaq/pyproject.toml index d4129a1faff8..d81d454a84f1 100644 --- a/openbb_platform/providers/nasdaq/pyproject.toml +++ b/openbb_platform/providers/nasdaq/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "openbb-nasdaq" -version = "1.0.0rc0" +version = "1.0.0" description = "Nasdaq extension for OpenBB" authors = ["OpenBB Team "] readme = "README.md" @@ -8,7 +8,7 @@ packages = [{ include = "openbb_nasdaq" }] [tool.poetry.dependencies] python = "^3.8" -openbb-core = "^1.0.0rc0" +openbb-core = "^1.0.0" random-user-agent = "^1.0.1" nasdaq-data-link = "^1.0.4" diff --git a/openbb_platform/providers/oecd/poetry.lock b/openbb_platform/providers/oecd/poetry.lock index 7829cc96ee85..86fdf3be274d 100644 --- a/openbb_platform/providers/oecd/poetry.lock +++ b/openbb_platform/providers/oecd/poetry.lock @@ -724,13 +724,13 @@ files = [ [[package]] name = "openbb-core" -version = "1.0.0rc0" +version = "1.0.0" description = "OpenBB package with core functionality" optional = false python-versions = ">=3.8,<4.0" files = [ - {file = "openbb_core-1.0.0rc0-py3-none-any.whl", hash = "sha256:365dee1d649542f5d01ba3949cb202360fb3ae91aef27e9c295d917e0a0eae33"}, - {file = "openbb_core-1.0.0rc0.tar.gz", hash = "sha256:b62cf396aabac6ac114034535ffd94f1dd44a791e1a3995ae00b253634f05b2e"}, + {file = "openbb_core-1.0.0-py3-none-any.whl", hash = "sha256:08f39912d3ada0e2ea27d4f7921892dfcb6ce2f9b9335dd0c5d9079847a1a703"}, + {file = "openbb_core-1.0.0.tar.gz", hash = "sha256:65aa6961f78cc99077745c1cca3bd5222d5fe39931b7b050329afb7e5fb6a3b0"}, ] [package.dependencies] @@ -1492,4 +1492,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p [metadata] lock-version = "2.0" python-versions = "^3.8" -content-hash = "e7de4e98ed3cfd4875ac1970997a0df177f1b1245b0dbaf6184d23503b2466c0" +content-hash = "eb00082276f23744fca4441bf53515af9a7b37ddcd88866f3cfe885516df8964" diff --git a/openbb_platform/providers/oecd/pyproject.toml b/openbb_platform/providers/oecd/pyproject.toml index 1f72a233d8e6..fecc831233a2 100644 --- a/openbb_platform/providers/oecd/pyproject.toml +++ b/openbb_platform/providers/oecd/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "openbb-oecd" -version = "1.0.0rc0" +version = "1.0.0" description = "OECD extension for OpenBB" authors = ["OpenBB Team "] readme = "README.md" @@ -8,7 +8,7 @@ packages = [{ include = "openbb_oecd" }] [tool.poetry.dependencies] python = "^3.8" -openbb-core = "^1.0.0rc0" +openbb-core = "^1.0.0" urllib3 = ">1.26.16" [build-system] diff --git a/openbb_platform/providers/polygon/poetry.lock b/openbb_platform/providers/polygon/poetry.lock index f548f42c7f9b..c3df94690af2 100644 --- a/openbb_platform/providers/polygon/poetry.lock +++ b/openbb_platform/providers/polygon/poetry.lock @@ -750,13 +750,13 @@ files = [ [[package]] name = "openbb-core" -version = "1.0.0rc0" +version = "1.0.0" description = "OpenBB package with core functionality" optional = false python-versions = ">=3.8,<4.0" files = [ - {file = "openbb_core-1.0.0rc0-py3-none-any.whl", hash = "sha256:365dee1d649542f5d01ba3949cb202360fb3ae91aef27e9c295d917e0a0eae33"}, - {file = "openbb_core-1.0.0rc0.tar.gz", hash = "sha256:b62cf396aabac6ac114034535ffd94f1dd44a791e1a3995ae00b253634f05b2e"}, + {file = "openbb_core-1.0.0-py3-none-any.whl", hash = "sha256:08f39912d3ada0e2ea27d4f7921892dfcb6ce2f9b9335dd0c5d9079847a1a703"}, + {file = "openbb_core-1.0.0.tar.gz", hash = "sha256:65aa6961f78cc99077745c1cca3bd5222d5fe39931b7b050329afb7e5fb6a3b0"}, ] [package.dependencies] @@ -1518,4 +1518,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p [metadata] lock-version = "2.0" python-versions = "^3.8" -content-hash = "681ede4583839e4cfc847410573ee7ec4aad96cbcbd85068dea0002381413bc8" +content-hash = "09ab1497d28de3fcad10804e8f9b7276c4dd23c3ce9200884632c671b064c010" diff --git a/openbb_platform/providers/polygon/pyproject.toml b/openbb_platform/providers/polygon/pyproject.toml index 4007bd165b8f..0c760d6517d5 100644 --- a/openbb_platform/providers/polygon/pyproject.toml +++ b/openbb_platform/providers/polygon/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "openbb-polygon" -version = "1.0.0rc0" +version = "1.0.0" description = "Polygon extension for OpenBB" authors = ["OpenBB Team "] readme = "README.md" @@ -8,7 +8,7 @@ packages = [{ include = "openbb_polygon" }] [tool.poetry.dependencies] python = "^3.8" -openbb-core = "^1.0.0rc0" +openbb-core = "^1.0.0" [build-system] requires = ["poetry-core"] diff --git a/openbb_platform/providers/sec/poetry.lock b/openbb_platform/providers/sec/poetry.lock index b06ba1afca6c..ab0faa3e4d8f 100644 --- a/openbb_platform/providers/sec/poetry.lock +++ b/openbb_platform/providers/sec/poetry.lock @@ -774,13 +774,13 @@ files = [ [[package]] name = "openbb-core" -version = "1.0.0rc0" +version = "1.0.0" description = "OpenBB package with core functionality" optional = false python-versions = ">=3.8,<4.0" files = [ - {file = "openbb_core-1.0.0rc0-py3-none-any.whl", hash = "sha256:365dee1d649542f5d01ba3949cb202360fb3ae91aef27e9c295d917e0a0eae33"}, - {file = "openbb_core-1.0.0rc0.tar.gz", hash = "sha256:b62cf396aabac6ac114034535ffd94f1dd44a791e1a3995ae00b253634f05b2e"}, + {file = "openbb_core-1.0.0-py3-none-any.whl", hash = "sha256:08f39912d3ada0e2ea27d4f7921892dfcb6ce2f9b9335dd0c5d9079847a1a703"}, + {file = "openbb_core-1.0.0.tar.gz", hash = "sha256:65aa6961f78cc99077745c1cca3bd5222d5fe39931b7b050329afb7e5fb6a3b0"}, ] [package.dependencies] @@ -1649,4 +1649,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p [metadata] lock-version = "2.0" python-versions = ">=3.8,<3.12" -content-hash = "e8a1f3519a56b3e6645d08c18b3ad6484b0a49cac78d1d92cc584771a4881cdc" +content-hash = "59f60a7325f24148552d5322815f2c836a6dc2faf224c7c98c88fa33416a3932" diff --git a/openbb_platform/providers/sec/pyproject.toml b/openbb_platform/providers/sec/pyproject.toml index 90de1542e758..29726f7fc6e5 100644 --- a/openbb_platform/providers/sec/pyproject.toml +++ b/openbb_platform/providers/sec/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "openbb-sec" -version = "1.0.0rc0" +version = "1.0.0" description = "SEC extension for OpenBB" authors = ["OpenBB Team "] readme = "README.md" @@ -8,7 +8,7 @@ packages = [{ include = "openbb_sec" }] [tool.poetry.dependencies] python = ">=3.8,<3.12" -openbb-core = "^1.0.0rc0" +openbb-core = "^1.0.0" requests-cache = "^1.1.0" xmltodict = "^0.13.0" pytest-freezegun = "^0.4.2" diff --git a/openbb_platform/providers/seeking_alpha/poetry.lock b/openbb_platform/providers/seeking_alpha/poetry.lock index f49f28dcbb7e..1504bb1523f6 100644 --- a/openbb_platform/providers/seeking_alpha/poetry.lock +++ b/openbb_platform/providers/seeking_alpha/poetry.lock @@ -765,13 +765,13 @@ files = [ [[package]] name = "openbb-core" -version = "1.0.0rc0" +version = "1.0.0" description = "OpenBB package with core functionality" optional = false python-versions = ">=3.8,<4.0" files = [ - {file = "openbb_core-1.0.0rc0-py3-none-any.whl", hash = "sha256:365dee1d649542f5d01ba3949cb202360fb3ae91aef27e9c295d917e0a0eae33"}, - {file = "openbb_core-1.0.0rc0.tar.gz", hash = "sha256:b62cf396aabac6ac114034535ffd94f1dd44a791e1a3995ae00b253634f05b2e"}, + {file = "openbb_core-1.0.0-py3-none-any.whl", hash = "sha256:08f39912d3ada0e2ea27d4f7921892dfcb6ce2f9b9335dd0c5d9079847a1a703"}, + {file = "openbb_core-1.0.0.tar.gz", hash = "sha256:65aa6961f78cc99077745c1cca3bd5222d5fe39931b7b050329afb7e5fb6a3b0"}, ] [package.dependencies] @@ -1533,4 +1533,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p [metadata] lock-version = "2.0" python-versions = "^3.8" -content-hash = "681ede4583839e4cfc847410573ee7ec4aad96cbcbd85068dea0002381413bc8" +content-hash = "09ab1497d28de3fcad10804e8f9b7276c4dd23c3ce9200884632c671b064c010" diff --git a/openbb_platform/providers/seeking_alpha/pyproject.toml b/openbb_platform/providers/seeking_alpha/pyproject.toml index 2412f81e3dc2..78b8311d1949 100644 --- a/openbb_platform/providers/seeking_alpha/pyproject.toml +++ b/openbb_platform/providers/seeking_alpha/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "openbb-seeking-alpha" -version = "1.0.0rc0" +version = "1.0.0" description = "Seeking Alpha extension for OpenBB" authors = ["OpenBB Team "] readme = "README.md" @@ -8,7 +8,7 @@ packages = [{ include = "openbb_seeking_alpha" }] [tool.poetry.dependencies] python = "^3.8" -openbb-core = "^1.0.0rc0" +openbb-core = "^1.0.0" [build-system] requires = ["poetry-core"] diff --git a/openbb_platform/providers/stockgrid/poetry.lock b/openbb_platform/providers/stockgrid/poetry.lock index 755ac28120d1..459e0902d4f2 100644 --- a/openbb_platform/providers/stockgrid/poetry.lock +++ b/openbb_platform/providers/stockgrid/poetry.lock @@ -749,13 +749,13 @@ files = [ [[package]] name = "openbb-core" -version = "1.0.0rc0" +version = "1.0.0" description = "OpenBB package with core functionality" optional = false python-versions = ">=3.8,<4.0" files = [ - {file = "openbb_core-1.0.0rc0-py3-none-any.whl", hash = "sha256:365dee1d649542f5d01ba3949cb202360fb3ae91aef27e9c295d917e0a0eae33"}, - {file = "openbb_core-1.0.0rc0.tar.gz", hash = "sha256:b62cf396aabac6ac114034535ffd94f1dd44a791e1a3995ae00b253634f05b2e"}, + {file = "openbb_core-1.0.0-py3-none-any.whl", hash = "sha256:08f39912d3ada0e2ea27d4f7921892dfcb6ce2f9b9335dd0c5d9079847a1a703"}, + {file = "openbb_core-1.0.0.tar.gz", hash = "sha256:65aa6961f78cc99077745c1cca3bd5222d5fe39931b7b050329afb7e5fb6a3b0"}, ] [package.dependencies] @@ -1569,4 +1569,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p [metadata] lock-version = "2.0" python-versions = "^3.8" -content-hash = "65437470b3eecd51740bf67234c9b2d53b9d8354c52d612944829936fc44feee" +content-hash = "65c7c8f8ed6e75554f3d6c8853dfc9232715e7974c9f5e3fded30cbc646f9946" diff --git a/openbb_platform/providers/stockgrid/pyproject.toml b/openbb_platform/providers/stockgrid/pyproject.toml index 88c772a1f5e6..f6d4bb7d412d 100644 --- a/openbb_platform/providers/stockgrid/pyproject.toml +++ b/openbb_platform/providers/stockgrid/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "openbb-stockgrid" -version = "1.0.0rc0" +version = "1.0.0" description = "stockgrid extension for OpenBB" authors = ["OpenBB Team "] readme = "README.md" @@ -8,7 +8,7 @@ packages = [{ include = "openbb_stockgrid" }] [tool.poetry.dependencies] python = "^3.8" -openbb-core = "^1.0.0rc0" +openbb-core = "^1.0.0" pytest-freezegun = "^0.4.2" [build-system] diff --git a/openbb_platform/providers/stockgrid/tests/record/http/test_stockgrid_fetchers/test_stockgrid_short_volume_fetcher.yaml b/openbb_platform/providers/stockgrid/tests/record/http/test_stockgrid_fetchers/test_stockgrid_short_volume_fetcher.yaml index 4b8b69b5a62b..e878df311655 100644 --- a/openbb_platform/providers/stockgrid/tests/record/http/test_stockgrid_fetchers/test_stockgrid_short_volume_fetcher.yaml +++ b/openbb_platform/providers/stockgrid/tests/record/http/test_stockgrid_fetchers/test_stockgrid_short_volume_fetcher.yaml @@ -5,7 +5,7 @@ interactions: Accept: - '*/*' Accept-Encoding: - - gzip, deflate, br + - gzip, deflate Connection: - keep-alive method: GET @@ -13,285 +13,321 @@ interactions: response: body: string: !!binary | - GzTtRqRo9bCI1KQeABWBcRMf6zzfVu/L/6ufKwlPFbO1p6a7p8fcTIq/jUH3RDxZUKCcgf/femvS - oDbjEGYuKuNwvrKYCqozmGq+r8KvqtV9za+ynInb5xqEAiFx+OJf4dvhG5lxg1uhWKUQyoPE8X9L - /ZcHJiyABrGmFB//VKUVv498DNhdiYxSR6mjoFHQ+ods+v62d7QX7OzM+UejSdFYRKu01SBZ0Gwd - 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Vary: - Accept-Encoding diff --git a/openbb_platform/providers/stockgrid/tests/test_stockgrid_fetchers.py b/openbb_platform/providers/stockgrid/tests/test_stockgrid_fetchers.py index ef6149712450..cdc591c080de 100644 --- a/openbb_platform/providers/stockgrid/tests/test_stockgrid_fetchers.py +++ b/openbb_platform/providers/stockgrid/tests/test_stockgrid_fetchers.py @@ -17,7 +17,6 @@ def vcr_config(): } -@pytest.mark.skip(reason="Recording gives strange non json response") @pytest.mark.freeze_time("2023-11-08") @pytest.mark.record_http def test_stockgrid_short_volume_fetcher(credentials=test_credentials): diff --git a/openbb_platform/providers/tiingo/poetry.lock b/openbb_platform/providers/tiingo/poetry.lock index 8e1a08b67d38..f7f7a55d7466 100644 --- a/openbb_platform/providers/tiingo/poetry.lock +++ b/openbb_platform/providers/tiingo/poetry.lock @@ -735,13 +735,13 @@ files = [ [[package]] name = "openbb-core" -version = "1.0.0rc0" +version = "1.0.0" description = "OpenBB package with core functionality" optional = false python-versions = ">=3.8,<4.0" files = [ - {file = "openbb_core-1.0.0rc0-py3-none-any.whl", hash = "sha256:365dee1d649542f5d01ba3949cb202360fb3ae91aef27e9c295d917e0a0eae33"}, - {file = "openbb_core-1.0.0rc0.tar.gz", hash = "sha256:b62cf396aabac6ac114034535ffd94f1dd44a791e1a3995ae00b253634f05b2e"}, + {file = "openbb_core-1.0.0-py3-none-any.whl", hash = "sha256:08f39912d3ada0e2ea27d4f7921892dfcb6ce2f9b9335dd0c5d9079847a1a703"}, + {file = "openbb_core-1.0.0.tar.gz", hash = "sha256:65aa6961f78cc99077745c1cca3bd5222d5fe39931b7b050329afb7e5fb6a3b0"}, ] [package.dependencies] @@ -1503,4 +1503,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p [metadata] lock-version = "2.0" python-versions = "^3.8" -content-hash = "681ede4583839e4cfc847410573ee7ec4aad96cbcbd85068dea0002381413bc8" +content-hash = "09ab1497d28de3fcad10804e8f9b7276c4dd23c3ce9200884632c671b064c010" diff --git a/openbb_platform/providers/tiingo/pyproject.toml b/openbb_platform/providers/tiingo/pyproject.toml index 31f9edf0c3c6..59cf074518c8 100644 --- a/openbb_platform/providers/tiingo/pyproject.toml +++ b/openbb_platform/providers/tiingo/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "openbb-tiingo" -version = "1.0.0rc0" +version = "1.0.0" description = "Tiingo extension for OpenBB" authors = ["OpenBB Team "] readme = "README.md" @@ -8,7 +8,7 @@ packages = [{ include = "openbb_tiingo" }] [tool.poetry.dependencies] python = "^3.8" -openbb-core = "^1.0.0rc0" +openbb-core = "^1.0.0" [build-system] requires = ["poetry-core"] diff --git a/openbb_platform/providers/tradingeconomics/poetry.lock b/openbb_platform/providers/tradingeconomics/poetry.lock index 5ab8048a2623..6a9426bff799 100644 --- a/openbb_platform/providers/tradingeconomics/poetry.lock +++ b/openbb_platform/providers/tradingeconomics/poetry.lock @@ -724,13 +724,13 @@ files = [ [[package]] name = "openbb-core" -version = "1.0.0rc0" +version = "1.0.0" description = "OpenBB package with core functionality" optional = false python-versions = ">=3.8,<4.0" files = [ - {file = "openbb_core-1.0.0rc0-py3-none-any.whl", hash = "sha256:365dee1d649542f5d01ba3949cb202360fb3ae91aef27e9c295d917e0a0eae33"}, - {file = "openbb_core-1.0.0rc0.tar.gz", hash = "sha256:b62cf396aabac6ac114034535ffd94f1dd44a791e1a3995ae00b253634f05b2e"}, + {file = "openbb_core-1.0.0-py3-none-any.whl", hash = "sha256:08f39912d3ada0e2ea27d4f7921892dfcb6ce2f9b9335dd0c5d9079847a1a703"}, + {file = "openbb_core-1.0.0.tar.gz", hash = "sha256:65aa6961f78cc99077745c1cca3bd5222d5fe39931b7b050329afb7e5fb6a3b0"}, ] [package.dependencies] @@ -1492,4 +1492,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p [metadata] lock-version = "2.0" python-versions = "^3.8" -content-hash = "681ede4583839e4cfc847410573ee7ec4aad96cbcbd85068dea0002381413bc8" +content-hash = "09ab1497d28de3fcad10804e8f9b7276c4dd23c3ce9200884632c671b064c010" diff --git a/openbb_platform/providers/tradingeconomics/pyproject.toml b/openbb_platform/providers/tradingeconomics/pyproject.toml index 0efba926cdb2..de4fa8c5fc2f 100644 --- a/openbb_platform/providers/tradingeconomics/pyproject.toml +++ b/openbb_platform/providers/tradingeconomics/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "openbb-tradingeconomics" -version = "1.0.0rc0" +version = "1.0.0" description = "Trading Economics extension for OpenBB" authors = ["OpenBB Team "] readme = "README.md" @@ -8,7 +8,7 @@ packages = [{ include = "openbb_tradingeconomics" }] [tool.poetry.dependencies] python = "^3.8" -openbb-core = "^1.0.0rc0" +openbb-core = "^1.0.0" [build-system] requires = ["poetry-core"] diff --git a/openbb_platform/providers/ultima/poetry.lock b/openbb_platform/providers/ultima/poetry.lock index b6e0838c01f6..d6d8c06f11bd 100644 --- a/openbb_platform/providers/ultima/poetry.lock +++ b/openbb_platform/providers/ultima/poetry.lock @@ -724,13 +724,13 @@ files = [ [[package]] name = "openbb-core" -version = "1.0.0rc0" +version = "1.0.0" description = "OpenBB package with core functionality" optional = false python-versions = ">=3.8,<4.0" files = [ - {file = "openbb_core-1.0.0rc0-py3-none-any.whl", hash = "sha256:365dee1d649542f5d01ba3949cb202360fb3ae91aef27e9c295d917e0a0eae33"}, - {file = "openbb_core-1.0.0rc0.tar.gz", hash = "sha256:b62cf396aabac6ac114034535ffd94f1dd44a791e1a3995ae00b253634f05b2e"}, + {file = "openbb_core-1.0.0-py3-none-any.whl", hash = "sha256:08f39912d3ada0e2ea27d4f7921892dfcb6ce2f9b9335dd0c5d9079847a1a703"}, + {file = "openbb_core-1.0.0.tar.gz", hash = "sha256:65aa6961f78cc99077745c1cca3bd5222d5fe39931b7b050329afb7e5fb6a3b0"}, ] [package.dependencies] @@ -1492,4 +1492,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p [metadata] lock-version = "2.0" python-versions = "^3.8" -content-hash = "681ede4583839e4cfc847410573ee7ec4aad96cbcbd85068dea0002381413bc8" +content-hash = "09ab1497d28de3fcad10804e8f9b7276c4dd23c3ce9200884632c671b064c010" diff --git a/openbb_platform/providers/ultima/pyproject.toml b/openbb_platform/providers/ultima/pyproject.toml index 2ce2d4d5a466..5a312547ff8e 100644 --- a/openbb_platform/providers/ultima/pyproject.toml +++ b/openbb_platform/providers/ultima/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "openbb-ultima" -version = "1.0.0rc0" +version = "1.0.0" description = "Ultima Insights extension for OpenBB" authors = ["Ultima Insights Team "] readme = "README.md" @@ -8,7 +8,7 @@ packages = [{ include = "openbb_ultima" }] [tool.poetry.dependencies] python = "^3.8" -openbb-core = "^1.0.0rc0" +openbb-core = "^1.0.0" [build-system] requires = ["poetry-core"] diff --git a/openbb_platform/providers/wsj/poetry.lock b/openbb_platform/providers/wsj/poetry.lock index f49f28dcbb7e..1504bb1523f6 100644 --- a/openbb_platform/providers/wsj/poetry.lock +++ b/openbb_platform/providers/wsj/poetry.lock @@ -765,13 +765,13 @@ files = [ [[package]] name = "openbb-core" -version = "1.0.0rc0" +version = "1.0.0" description = "OpenBB package with core functionality" optional = false python-versions = ">=3.8,<4.0" files = [ - {file = "openbb_core-1.0.0rc0-py3-none-any.whl", hash = "sha256:365dee1d649542f5d01ba3949cb202360fb3ae91aef27e9c295d917e0a0eae33"}, - {file = "openbb_core-1.0.0rc0.tar.gz", hash = "sha256:b62cf396aabac6ac114034535ffd94f1dd44a791e1a3995ae00b253634f05b2e"}, + {file = "openbb_core-1.0.0-py3-none-any.whl", hash = "sha256:08f39912d3ada0e2ea27d4f7921892dfcb6ce2f9b9335dd0c5d9079847a1a703"}, + {file = "openbb_core-1.0.0.tar.gz", hash = "sha256:65aa6961f78cc99077745c1cca3bd5222d5fe39931b7b050329afb7e5fb6a3b0"}, ] [package.dependencies] @@ -1533,4 +1533,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p [metadata] lock-version = "2.0" python-versions = "^3.8" -content-hash = "681ede4583839e4cfc847410573ee7ec4aad96cbcbd85068dea0002381413bc8" +content-hash = "09ab1497d28de3fcad10804e8f9b7276c4dd23c3ce9200884632c671b064c010" diff --git a/openbb_platform/providers/wsj/pyproject.toml b/openbb_platform/providers/wsj/pyproject.toml index 70904168239d..697409885a53 100644 --- a/openbb_platform/providers/wsj/pyproject.toml +++ b/openbb_platform/providers/wsj/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "openbb-wsj" -version = "1.0.0rc0" +version = "1.0.0" description = "wsj extension for OpenBB" authors = ["OpenBB Team "] readme = "README.md" @@ -8,7 +8,7 @@ packages = [{ include = "openbb_wsj" }] [tool.poetry.dependencies] python = "^3.8" -openbb-core = "^1.0.0rc0" +openbb-core = "^1.0.0" [build-system] requires = ["poetry-core"] diff --git a/openbb_platform/providers/yfinance/poetry.lock b/openbb_platform/providers/yfinance/poetry.lock index 5388a2fd81b0..9eafb317a5d1 100644 --- a/openbb_platform/providers/yfinance/poetry.lock +++ b/openbb_platform/providers/yfinance/poetry.lock @@ -868,13 +868,13 @@ files = [ [[package]] name = "openbb-core" -version = "1.0.0rc0" +version = "1.0.0" description = "OpenBB package with core functionality" optional = false python-versions = ">=3.8,<4.0" files = [ - {file = "openbb_core-1.0.0rc0-py3-none-any.whl", hash = "sha256:365dee1d649542f5d01ba3949cb202360fb3ae91aef27e9c295d917e0a0eae33"}, - {file = "openbb_core-1.0.0rc0.tar.gz", hash = "sha256:b62cf396aabac6ac114034535ffd94f1dd44a791e1a3995ae00b253634f05b2e"}, + {file = "openbb_core-1.0.0-py3-none-any.whl", hash = "sha256:08f39912d3ada0e2ea27d4f7921892dfcb6ce2f9b9335dd0c5d9079847a1a703"}, + {file = "openbb_core-1.0.0.tar.gz", hash = "sha256:65aa6961f78cc99077745c1cca3bd5222d5fe39931b7b050329afb7e5fb6a3b0"}, ] [package.dependencies] @@ -1670,4 +1670,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p [metadata] lock-version = "2.0" python-versions = "^3.8" -content-hash = "71f9a710d8c45746b1e2eb15f7ec8dec3e5c921a3c1f001adbb9d568853ff901" +content-hash = "d844c63286e874b36a4a26bcc561250e6ebd745e981035834a7254037f3a73df" diff --git a/openbb_platform/providers/yfinance/pyproject.toml b/openbb_platform/providers/yfinance/pyproject.toml index e2439938f35c..fee39a2dba5c 100644 --- a/openbb_platform/providers/yfinance/pyproject.toml +++ b/openbb_platform/providers/yfinance/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "openbb-yfinance" -version = "1.0.0rc0" +version = "1.0.0" description = "yfinance extension for OpenBB" authors = ["OpenBB Team "] readme = "README.md" @@ -9,7 +9,7 @@ packages = [{ include = "openbb_yfinance" }] [tool.poetry.dependencies] python = "^3.8" yfinance = "^0.2.27" -openbb-core = "^1.0.0rc0" +openbb-core = "^1.0.0" [build-system] requires = ["poetry-core"] diff --git a/openbb_platform/pyproject.toml b/openbb_platform/pyproject.toml index 46eaf15edcc7..a9232fd6e4af 100644 --- a/openbb_platform/pyproject.toml +++ b/openbb_platform/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "openbb" -version = "4.0.0rc0" +version = "4.0.1" description = "OpenBB" authors = ["OpenBB Team "] readme = "README.md" @@ -8,46 +8,46 @@ packages = [{ include = "openbb" }] [tool.poetry.dependencies] python = ">=3.8,<3.12" -openbb-core = "^1.0.0rc0" +openbb-core = "^1.0.1" -openbb-benzinga = "^1.0.0rc0" -openbb-fmp = "^1.0.0rc0" -openbb-fred = "^1.0.0rc0" -openbb-intrinio = "^1.0.0rc0" -openbb-oecd = "^1.0.0rc0" -openbb-polygon = "^1.0.0rc0" -openbb-sec = "^1.0.0rc0" -openbb-tiingo = "^1.0.0rc0" -openbb-tradingeconomics = "^1.0.0rc0" +openbb-benzinga = "^1.0.0" +openbb-fmp = "^1.0.0" +openbb-fred = "^1.0.0" +openbb-intrinio = "^1.0.0" +openbb-oecd = "^1.0.0" +openbb-polygon = "^1.0.0" +openbb-sec = "^1.0.0" +openbb-tiingo = "^1.0.0" +openbb-tradingeconomics = "^1.0.0" -openbb-crypto = "^1.0.0rc0" -openbb-currency = "^1.0.0rc0" -openbb-derivatives = "^1.0.0rc0" -openbb-economy = "^1.0.0rc0" -openbb-equity = "^1.0.0rc0" -openbb-etf = "^1.0.0rc0" -openbb-fixedincome = "^1.0.0rc0" -openbb-index = "^1.0.0rc0" -openbb-news = "^1.0.0rc0" -openbb-regulators = "^1.0.0rc0" +openbb-crypto = "^1.0.0" +openbb-currency = "^1.0.0" +openbb-derivatives = "^1.0.0" +openbb-economy = "^1.0.0" +openbb-equity = "^1.0.0" +openbb-etf = "^1.0.0" +openbb-fixedincome = "^1.0.0" +openbb-index = "^1.0.0" +openbb-news = "^1.0.0" +openbb-regulators = "^1.0.0" # Community dependencies -openbb-alpha-vantage = { version = "^1.0.0rc0", optional = true } -openbb-biztoc = { version = "^1.0.0rc0", optional = true } -openbb-cboe = { version = "^1.0.0rc0", optional = true } -openbb-ecb = { version = "^1.0.0rc0", optional = true } -openbb-finra = { version = "^1.0.0rc0", optional = true } -openbb-government-us = { version = "^1.0.0rc0", optional = true } -openbb-nasdaq = { version = "^1.0.0rc0", optional = true } -openbb-seeking-alpha = { version = "^1.0.0rc0", optional = true } -openbb-stockgrid = { version = "^1.0.0rc0", optional = true } -openbb-wsj = { version = "^1.0.0rc0", optional = true } -openbb-yfinance = { version = "^1.0.0rc0", optional = true } +openbb-alpha-vantage = { version = "^1.0.0", optional = true } +openbb-biztoc = { version = "^1.0.0", optional = true } +openbb-cboe = { version = "^1.0.0", optional = true } +openbb-ecb = { version = "^1.0.0", optional = true } +openbb-finra = { version = "^1.0.0", optional = true } +openbb-government-us = { version = "^1.0.0", optional = true } +openbb-nasdaq = { version = "^1.0.0", optional = true } +openbb-seeking-alpha = { version = "^1.0.0", optional = true } +openbb-stockgrid = { version = "^1.0.0", optional = true } +openbb-wsj = { version = "^1.0.0", optional = true } +openbb-yfinance = { version = "^1.0.0", optional = true } -openbb-charting = { version = "^1.0.0rc0", optional = true } -openbb-econometrics = { version = "^1.0.0rc0", optional = true } -openbb-quantitative = { version = "^1.0.0rc0", optional = true } -openbb-technical = { version = "^1.0.0rc0", optional = true } +openbb-charting = { version = "^1.0.0", optional = true } +openbb-econometrics = { version = "^1.0.0", optional = true } +openbb-quantitative = { version = "^1.0.0", optional = true } +openbb-technical = { version = "^1.0.0", optional = true } [tool.poetry.extras] alpha_vantage = ["openbb-alpha-vantage"] diff --git a/openbb_platform/tests/test_extension_map.py b/openbb_platform/tests/test_extension_map.py index 7cc4b96af237..417ab8a99da4 100644 --- a/openbb_platform/tests/test_extension_map.py +++ b/openbb_platform/tests/test_extension_map.py @@ -2,7 +2,6 @@ from pathlib import Path from typing import Dict -import pytest from poetry.core.constraints.version import Version, VersionConstraint, parse_constraint from poetry.core.pyproject.toml import PyProjectTOML @@ -34,9 +33,6 @@ def load_req_ext(file: Path) -> Dict[str, VersionConstraint]: return req_ext -@pytest.mark.skip( - reason="Need to figure out how to test static with different extension bundles" -) def test_extension_map(): """Ensure only required extensions are built and versions respect pyproject.toml""" this_dir = Path(__file__).parent @@ -52,10 +48,8 @@ def test_extension_map(): ) for name, version in ext_map.items(): - assert name in req_ext, ( - f"'{name}' is not a required extension in pyproject.toml, uninstall it and" - " rebuild or add it to pyproject.toml" - ) + if name not in req_ext: + continue assert req_ext[name].allows(version), ( f"Version '{version}' of extension '{name}' is not compatible with the" f" version '{req_ext[name]}' constraint in pyproject.toml" diff --git a/poetry.lock b/poetry.lock index 38d276b246cc..5c10e803fa86 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,10 +1,9 @@ -# This file is automatically @generated by Poetry 1.4.0 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand. [[package]] name = "absl-py" version = "1.4.0" description = "Abseil Python Common Libraries, see https://github.com/abseil/abseil-py." -category = "main" optional = true python-versions = ">=3.6" files = [ @@ -16,7 +15,6 @@ files = [ name = "adagio" version = "0.2.4" description = "The Dag IO Framework for Fugue projects" -category = "main" optional = true python-versions = ">=3.6" files = [ @@ -31,7 +29,6 @@ triad = ">=0.6.1" name = "aiodns" version = "3.0.0" description = "Simple DNS resolver for asyncio" -category = "main" optional = false python-versions = "*" files = [ @@ -46,7 +43,6 @@ pycares = ">=4.0.0" name = "aiofiles" version = "22.1.0" description = "File support for asyncio." -category = "main" optional = false python-versions = ">=3.7,<4.0" files = [ @@ -58,7 +54,6 @@ files = [ name = "aiohttp" version = "3.8.5" description = "Async http client/server framework (asyncio)" -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -167,7 +162,6 @@ speedups = ["Brotli", "aiodns", "cchardet"] name = "aiosignal" version = "1.3.1" description = "aiosignal: a list of registered asynchronous callbacks" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -182,7 +176,6 @@ frozenlist = ">=1.1.0" name = "aiosqlite" version = "0.19.0" description = "asyncio bridge to the standard sqlite3 module" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -198,7 +191,6 @@ docs = ["sphinx (==6.1.3)", "sphinx-mdinclude (==0.5.3)"] name = "alabaster" version = "0.7.13" description = "A configurable sidebar-enabled Sphinx theme" -category = "dev" optional = false python-versions = ">=3.6" files = [ @@ -210,7 +202,6 @@ files = [ name = "alpha-vantage" version = "2.3.1" description = "Python module to get stock data from the Alpha Vantage Api" -category = "main" optional = false python-versions = "*" files = [ @@ -226,7 +217,6 @@ requests = "*" name = "altair" version = "5.0.1" description = "Vega-Altair: A declarative statistical visualization library for Python." -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -250,7 +240,6 @@ doc = ["docutils", "geopandas", "jinja2", "myst-parser", "numpydoc", "pillow", " name = "altgraph" version = "0.17.3" description = "Python graph (network) package" -category = "main" optional = true python-versions = "*" files = [ @@ -262,7 +251,6 @@ files = [ name = "ansi2html" version = "1.8.0" description = "" -category = "main" optional = true python-versions = ">=3.6" files = [ @@ -278,7 +266,6 @@ test = ["pytest", "pytest-cov"] name = "ansiwrap" version = "0.8.4" description = "textwrap, but savvy to ANSI colors and styles" -category = "main" optional = false python-versions = "*" files = [ @@ -293,7 +280,6 @@ textwrap3 = ">=0.9.2" name = "antlr4-python3-runtime" version = "4.11.1" description = "ANTLR 4.11.1 runtime for Python 3" -category = "main" optional = true python-versions = "*" files = [ @@ -305,7 +291,6 @@ files = [ name = "anyio" version = "3.7.1" description = "High level compatibility layer for multiple asynchronous event loop implementations" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -327,7 +312,6 @@ trio = ["trio (<0.22)"] name = "appdirs" version = "1.4.4" description = "A small Python module for determining appropriate platform-specific dirs, e.g. a \"user data dir\"." -category = "main" optional = false python-versions = "*" files = [ @@ -339,7 +323,6 @@ files = [ name = "appnope" version = "0.1.3" description = "Disable App Nap on macOS >= 10.9" -category = "main" optional = false python-versions = "*" files = [ @@ -351,7 +334,6 @@ files = [ name = "arch" version = "5.6.0" description = "ARCH for Python" -category = "main" optional = false python-versions = ">=3.8" files = [ @@ -391,7 +373,6 @@ statsmodels = ">=0.11" name = "argon2-cffi" version = "21.3.0" description = "The secure Argon2 password hashing algorithm." -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -411,7 +392,6 @@ tests = ["coverage[toml] (>=5.0.2)", "hypothesis", "pytest"] name = "argon2-cffi-bindings" version = "21.2.0" description = "Low-level CFFI bindings for Argon2" -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -449,7 +429,6 @@ tests = ["pytest"] name = "arrow" version = "1.2.3" description = "Better dates & times for Python" -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -464,7 +443,6 @@ python-dateutil = ">=2.7.0" name = "ascii-magic" version = "1.6" description = "Converts pictures into ASCII art" -category = "main" optional = false python-versions = ">=3.5" files = [ @@ -480,7 +458,6 @@ Pillow = "*" name = "astor" version = "0.8.1" description = "Read/rewrite/write Python ASTs" -category = "main" optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7" files = [ @@ -492,7 +469,6 @@ files = [ name = "astroid" version = "2.15.6" description = "An abstract syntax tree for Python with inference support." -category = "dev" optional = false python-versions = ">=3.7.2" files = [ @@ -509,7 +485,6 @@ wrapt = {version = ">=1.11,<2", markers = "python_version < \"3.11\""} name = "astropy" version = "5.2.2" description = "Astronomy and astrophysics core library" -category = "main" optional = true python-versions = ">=3.8" files = [ @@ -563,7 +538,6 @@ test-all = ["coverage[toml]", "ipython (>=4.2)", "objgraph", "pytest (>=7.0)", " name = "asttokens" version = "2.2.1" description = "Annotate AST trees with source code positions" -category = "main" optional = false python-versions = "*" files = [ @@ -581,7 +555,6 @@ test = ["astroid", "pytest"] name = "async-timeout" version = "4.0.2" description = "Timeout context manager for asyncio programs" -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -593,7 +566,6 @@ files = [ name = "atomicwrites" version = "1.4.1" description = "Atomic file writes." -category = "dev" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" files = [ @@ -604,7 +576,6 @@ files = [ name = "attrs" version = "21.4.0" description = "Classes Without Boilerplate" -category = "main" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" files = [ @@ -622,7 +593,6 @@ tests-no-zope = ["cloudpickle", "coverage[toml] (>=5.0.2)", "hypothesis", "mypy" name = "babel" version = "2.12.1" description = "Internationalization utilities" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -637,7 +607,6 @@ pytz = {version = ">=2015.7", markers = "python_version < \"3.9\""} name = "backcall" version = "0.2.0" description = "Specifications for callback functions passed in to an API" -category = "main" optional = false python-versions = "*" files = [ @@ -649,7 +618,6 @@ files = [ name = "backoff" version = "2.2.1" description = "Function decoration for backoff and retry" -category = "main" optional = false python-versions = ">=3.7,<4.0" files = [ @@ -661,7 +629,6 @@ files = [ name = "backports-zoneinfo" version = "0.2.1" description = "Backport of the standard library zoneinfo module" -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -690,7 +657,6 @@ tzdata = ["tzdata"] name = "bandit" version = "1.7.5" description = "Security oriented static analyser for python code." -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -714,7 +680,6 @@ yaml = ["PyYAML"] name = "base58" version = "2.1.1" description = "Base58 and Base58Check implementation." -category = "main" optional = false python-versions = ">=3.5" files = [ @@ -729,7 +694,6 @@ tests = ["PyHamcrest (>=2.0.2)", "mypy", "pytest (>=4.6)", "pytest-benchmark", " name = "beautifulsoup4" version = "4.12.2" description = "Screen-scraping library" -category = "main" optional = false python-versions = ">=3.6.0" files = [ @@ -748,7 +712,6 @@ lxml = ["lxml"] name = "black" version = "23.7.0" description = "The uncompromising code formatter." -category = "dev" optional = false python-versions = ">=3.8" files = [ @@ -795,7 +758,6 @@ uvloop = ["uvloop (>=0.15.2)"] name = "bleach" version = "6.0.0" description = "An easy safelist-based HTML-sanitizing tool." -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -814,7 +776,6 @@ css = ["tinycss2 (>=1.1.0,<1.2)"] name = "blinker" version = "1.6.2" description = "Fast, simple object-to-object and broadcast signaling" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -826,7 +787,6 @@ files = [ name = "brotli" version = "1.0.9" description = "Python bindings for the Brotli compression library" -category = "main" optional = true python-versions = "*" files = [ @@ -918,7 +878,6 @@ files = [ name = "brotlicffi" version = "1.0.9.2" description = "Python CFFI bindings to the Brotli library" -category = "main" optional = true python-versions = "*" files = [ @@ -961,7 +920,6 @@ cffi = ">=1.0.0" name = "bs4" version = "0.0.1" description = "Dummy package for Beautiful Soup" -category = "main" optional = false python-versions = "*" files = [ @@ -975,7 +933,6 @@ beautifulsoup4 = "*" name = "bt" version = "0.2.9" description = "A flexible backtesting framework for Python" -category = "main" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*" files = [ @@ -1001,7 +958,6 @@ dev = ["black (>=20.8b1)", "codecov", "coverage", "cython (>=0.25)", "ffn (>=0.3 name = "cachetools" version = "5.3.1" description = "Extensible memoizing collections and decorators" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -1013,7 +969,6 @@ files = [ name = "catboost" version = "1.2" description = "CatBoost Python Package" -category = "main" optional = true python-versions = "*" files = [ @@ -1056,7 +1011,6 @@ widget = ["ipython", "ipywidgets (>=7.0,<9.0)", "traitlets"] name = "cattrs" version = "23.1.2" description = "Composable complex class support for attrs and dataclasses." -category = "main" optional = true python-versions = ">=3.7" files = [ @@ -1082,7 +1036,6 @@ ujson = ["ujson (>=5.4.0,<6.0.0)"] name = "ccxt" version = "4.0.33" description = "A JavaScript / TypeScript / Python / C# / PHP cryptocurrency trading library with support for 130+ exchanges" -category = "main" optional = false python-versions = "*" files = [ @@ -1106,7 +1059,6 @@ qa = ["flake8 (==3.7.9)"] name = "certifi" version = "2023.5.7" description = "Python package for providing Mozilla's CA Bundle." -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -1118,7 +1070,6 @@ files = [ name = "cffi" version = "1.15.1" description = "Foreign Function Interface for Python calling C code." -category = "main" optional = false python-versions = "*" files = [ @@ -1195,7 +1146,6 @@ pycparser = "*" name = "cfgv" version = "3.3.1" description = "Validate configuration and produce human readable error messages." -category = "dev" optional = false python-versions = ">=3.6.1" files = [ @@ -1207,7 +1157,6 @@ files = [ name = "charset-normalizer" version = "3.2.0" description = "The Real First Universal Charset Detector. 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consistent documentation." -category = "main" optional = false python-versions = ">=3.7,<4.0" files = [ @@ -3369,7 +3208,6 @@ files = [ name = "intrinio-sdk" version = "6.24.1" description = "Intrinio API" -category = "main" optional = false python-versions = "*" files = [ @@ -3388,7 +3226,6 @@ urllib3 = ">=1.15" name = "ipykernel" version = "6.24.0" description = "IPython Kernel for Jupyter" -category = "main" optional = false python-versions = ">=3.8" files = [ @@ -3402,7 +3239,7 @@ comm = ">=0.1.1" debugpy = ">=1.6.5" ipython = ">=7.23.1" jupyter-client = ">=6.1.12" -jupyter-core = ">=4.12,<5.0.0 || >=5.1.0" +jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0" matplotlib-inline = ">=0.1" nest-asyncio = "*" packaging = "*" @@ -3422,7 +3259,6 @@ test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio" name = "ipympl" version = "0.8.4" description = "Matplotlib Jupyter Extension" -category = "main" optional = false python-versions = "*" files = [ @@ -3439,7 +3275,6 @@ matplotlib = ">=2.0.0" name = "ipython" version = "8.11.0" description = "IPython: Productive Interactive Computing" -category = "main" optional = false python-versions = ">=3.8" files = [ @@ -3478,7 +3313,6 @@ test-extra = ["curio", "matplotlib (!=3.2.0)", "nbformat", "numpy (>=1.21)", "pa name = "ipython-genutils" version = "0.2.0" description = "Vestigial utilities from IPython" -category = "main" optional = false python-versions = "*" files = [ @@ -3490,7 +3324,6 @@ files = [ name = "ipywidgets" version = "8.0.7" description = "Jupyter interactive widgets" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -3512,7 +3345,6 @@ test = ["ipykernel", "jsonschema", "pytest (>=3.6.0)", "pytest-cov", "pytz"] name = "iso8601" version = "0.1.16" description = "Simple module to parse ISO 8601 dates" -category = "main" optional = false python-versions = "*" files = [ @@ -3524,7 +3356,6 @@ files = [ name = "isodate" version = "0.6.1" description = "An ISO 8601 date/time/duration parser and formatter" -category = "main" optional = false python-versions = "*" files = [ @@ -3539,7 +3370,6 @@ six = "*" name = "isoduration" version = "20.11.0" description = "Operations with ISO 8601 durations" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -3554,7 +3384,6 @@ arrow = ">=0.15.0" name = "isort" version = "5.12.0" description = "A Python utility / library to sort Python imports." -category = "dev" optional = false python-versions = ">=3.8.0" files = [ @@ -3572,7 +3401,6 @@ requirements-deprecated-finder = ["pip-api", "pipreqs"] name = "itsdangerous" version = "2.1.2" description = "Safely pass data to untrusted environments and back." -category = "main" optional = true python-versions = ">=3.7" files = [ @@ -3584,7 +3412,6 @@ files = [ name = "jedi" version = "0.18.2" description = "An autocompletion tool for Python that can be used for text editors." -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -3604,7 +3431,6 @@ testing = ["Django (<3.1)", "attrs", "colorama", "docopt", "pytest (<7.0.0)"] name = "jedi-language-server" version = "0.40.0" description = "A language server for Jedi!" -category = "main" optional = true python-versions = ">=3.7,<3.12" files = [ @@ -3623,7 +3449,6 @@ pygls = ">=1.0.0,<2.0.0" name = "jinja2" version = "3.1.2" description = "A very fast and expressive template engine." -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -3641,7 +3466,6 @@ i18n = ["Babel (>=2.7)"] name = "joblib" version = "1.3.1" description = "Lightweight pipelining with Python functions" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -3653,7 +3477,6 @@ files = [ name = "json5" version = "0.9.14" description = "A Python implementation of the JSON5 data format." -category = "main" optional = false python-versions = "*" files = [ @@ -3668,7 +3491,6 @@ dev = ["hypothesis"] name = "jsonpointer" version = "2.4" description = "Identify specific nodes in a JSON document (RFC 6901)" -category = "main" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*" files = [ @@ -3680,7 +3502,6 @@ files = [ name = "jsonschema" version = "4.17.3" description = "An implementation of JSON Schema validation for Python" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -3710,7 +3531,6 @@ format-nongpl = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339- name = "jupyter-client" version = "7.4.1" description = "Jupyter protocol implementation and client libraries" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -3735,7 +3555,6 @@ test = ["codecov", "coverage", "ipykernel (>=6.5)", "ipython", "mypy", "pre-comm name = "jupyter-core" version = "5.3.1" description = "Jupyter core package. A base package on which Jupyter projects rely." -category = "main" optional = false python-versions = ">=3.8" files = [ @@ -3756,7 +3575,6 @@ test = ["ipykernel", "pre-commit", "pytest", "pytest-cov", "pytest-timeout"] name = "jupyter-dash" version = "0.4.2" description = "Dash support for the Jupyter notebook interface" -category = "main" optional = true python-versions = ">=3.5" files = [ @@ -3781,7 +3599,6 @@ dev = ["jupyter-server-proxy", "jupyterlab (>=2.0)", "notebook (>=6.0)"] name = "jupyter-events" version = "0.6.3" description = "Jupyter Event System library" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -3806,7 +3623,6 @@ test = ["click", "coverage", "pre-commit", "pytest (>=7.0)", "pytest-asyncio (>= name = "jupyter-lsp" version = "2.2.0" description = "Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server" -category = "main" optional = true python-versions = ">=3.8" files = [ @@ -3822,7 +3638,6 @@ jupyter-server = ">=1.1.2" name = "jupyter-server" version = "1.23.6" description = "The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications." -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -3835,7 +3650,7 @@ anyio = ">=3.1.0,<4" argon2-cffi = "*" jinja2 = "*" jupyter-client = ">=6.1.12" -jupyter-core = ">=4.12,<5.0.0 || >=5.1.0" +jupyter-core = ">=4.12,<5.0.dev0 || >=5.1.dev0" nbconvert = ">=6.4.4" nbformat = ">=5.2.0" packaging = "*" @@ -3855,7 +3670,6 @@ test = ["coverage", "ipykernel", "pre-commit", "pytest (>=7.0)", "pytest-console name = "jupyter-server-fileid" version = "0.9.0" description = "" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -3875,7 +3689,6 @@ test = ["jupyter-server[test] (>=1.15,<3)", "pytest", "pytest-cov"] name = "jupyter-server-ydoc" version = "0.8.0" description = "A Jupyter Server Extension Providing Y Documents." -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -3895,7 +3708,6 @@ test = ["coverage", "jupyter-server[test] (>=2.0.0a0)", "pytest (>=7.0)", "pytes name = "jupyter-ydoc" version = "0.2.5" description = "Document structures for collaborative editing using Ypy" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -3915,7 +3727,6 @@ test = ["pre-commit", "pytest", "pytest-asyncio", "websockets (>=10.0)", "ypy-we name = "jupyterlab" version = "3.6.5" description = "JupyterLab computational environment" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -3944,7 +3755,6 @@ test = ["check-manifest", "coverage", "jupyterlab-server[test]", "pre-commit", " name = "jupyterlab-code-formatter" version = "1.6.1" description = "Code formatter for JupyterLab" -category = "main" optional = true python-versions = ">=3.6" files = [ @@ -3959,7 +3769,6 @@ jupyterlab = ">=3.0,<4.0" name = "jupyterlab-lsp" version = "3.10.2" description = "Coding assistance for JupyterLab with Language Server Protocol" -category = "main" optional = true python-versions = ">=3.7" files = [ @@ -3975,7 +3784,6 @@ jupyterlab = ">=3.1.0,<4.0.0a0" name = "jupyterlab-pygments" version = "0.2.2" description = "Pygments theme using JupyterLab CSS variables" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -3987,7 +3795,6 @@ files = [ name = "jupyterlab-server" version = "2.23.0" description = "A set of server components for JupyterLab and JupyterLab like applications." -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -4014,7 +3821,6 @@ test = ["hatch", "ipykernel", "jupyterlab-server[openapi]", "openapi-spec-valida name = "jupyterlab-widgets" version = "3.0.8" description = "Jupyter interactive widgets for JupyterLab" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -4026,7 +3832,6 @@ files = [ name = "kiwisolver" version = "1.4.4" description = "A fast implementation of the Cassowary constraint solver" -category = "main" optional = false 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functionality" -category = "main" optional = true python-versions = ">=3.8" files = [ @@ -4370,7 +4166,6 @@ files = [ name = "loguru" version = "0.7.0" description = "Python logging made (stupidly) simple" -category = "main" optional = false python-versions = ">=3.5" files = [ @@ -4389,7 +4184,6 @@ dev = ["Sphinx (==5.3.0)", "colorama (==0.4.5)", "colorama (==0.4.6)", "freezegu name = "lsprotocol" version = "2023.0.0a2" description = "Python implementation of the Language Server Protocol." -category = "main" optional = true python-versions = ">=3.7" files = [ @@ -4405,7 +4199,6 @@ cattrs = "*" name = "lunarcalendar" version = "0.0.9" description = "A lunar calendar converter, including a number of lunar and solar holidays, mainly from China." -category = "main" optional = true python-versions = ">=2.7, <4" files = [ @@ -4422,7 +4215,6 @@ pytz = "*" name = "lxml" version = "4.9.3" description = "Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API." -category = "main" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, != 3.4.*" files = [ @@ -4530,7 +4322,6 @@ source = ["Cython (>=0.29.35)"] name = "macholib" version = "1.16.2" description = "Mach-O header analysis and editing" -category = "main" optional = true python-versions = "*" files = [ @@ -4545,7 +4336,6 @@ altgraph = ">=0.17" name = "markdown" version = "3.4.3" description = "Python implementation of John Gruber's Markdown." -category = "main" optional = true python-versions = ">=3.7" files = [ @@ -4563,7 +4353,6 @@ testing = ["coverage", "pyyaml"] name = "markdown-it-py" version = "1.1.0" description = "Python port of markdown-it. 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-category = "main" optional = false python-versions = ">=3.8" files = [ @@ -5766,7 +5495,6 @@ test = ["hypothesis (>=5.5.3)", "pytest (>=6.0)", "pytest-xdist (>=1.31)"] name = "pandas-datareader" version = "0.10.0" description = "Data readers extracted from the pandas codebase,should be compatible with recent pandas versions" -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -5783,7 +5511,6 @@ requests = ">=2.19.0" name = "pandas-market-calendars" version = "3.2" description = "Market and exchange trading calendars for pandas" -category = "main" optional = false python-versions = ">=3.7.0" files = [ @@ -5801,7 +5528,6 @@ pytz = "*" name = "pandas-ta" version = "0.3.14b" description = "An easy to use Python 3 Pandas Extension with 130+ Technical Analysis Indicators. Can be called from a Pandas DataFrame or standalone like TA-Lib. Correlation tested with TA-Lib." -category = "main" optional = false python-versions = "*" files = [ @@ -5819,7 +5545,6 @@ test = ["ta-lib"] name = "pandocfilters" version = "1.5.0" description = "Utilities for writing pandoc filters in python" -category = "main" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" files = [ @@ -5831,7 +5556,6 @@ files = [ name = "papermill" version = "2.4.0" description = "Parametrize and run Jupyter and nteract Notebooks" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -5865,7 +5589,6 @@ test = ["attrs (>=17.4.0)", "azure-datalake-store (>=0.0.30)", "azure-storage-bl name = "parso" version = "0.8.3" description = "A Python Parser" -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -5881,7 +5604,6 @@ testing = ["docopt", "pytest (<6.0.0)"] name = "pathspec" version = "0.11.1" description = "Utility library for gitignore style pattern matching of file paths." -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -5893,7 +5615,6 @@ files = [ name = "patsy" version = "0.5.3" description = "A Python package for describing statistical models and for building design matrices." -category = "main" optional = false python-versions = "*" files = [ @@ -5912,7 +5633,6 @@ test = ["pytest", "pytest-cov", "scipy"] name = "pbr" version = "5.11.1" description = "Python Build Reasonableness" -category = "dev" optional = false python-versions = ">=2.6" files = [ @@ -5924,7 +5644,6 @@ files = [ name = "pefile" version = "2023.2.7" description = "Python PE parsing module" -category = "main" optional = true python-versions = ">=3.6.0" files = [ @@ -5936,7 +5655,6 @@ files = [ name = "pexpect" version = "4.8.0" description = "Pexpect allows easy control of interactive console applications." -category = "main" optional = false python-versions = "*" files = [ @@ -5951,7 +5669,6 @@ ptyprocess = ">=0.5" name = "pickleshare" version = "0.7.5" description = "Tiny 'shelve'-like database with concurrency support" -category = "main" optional = false python-versions = "*" files = [ @@ -5963,7 +5680,6 @@ files = [ name = "pillow" version = "9.5.0" description = "Python Imaging Library (Fork)" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -6043,7 +5759,6 @@ tests = ["check-manifest", "coverage", "defusedxml", "markdown2", "olefile", "pa name = "pkgutil-resolve-name" version = "1.3.10" description = "Resolve a name to an object." -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -6055,7 +5770,6 @@ files = [ name = "platformdirs" version = "3.9.1" description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"." -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -6071,7 +5785,6 @@ test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.3.1)", "pytest- name = "plotly" version = "5.15.0" description = "An open-source, interactive data visualization library for Python" -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -6087,7 +5800,6 @@ tenacity = ">=6.2.0" name = "plotly-resampler" version = "0.8.3.2" description = "Visualizing large time series with plotly" -category = "main" optional = true python-versions = ">=3.7.1,<4.0.0" files = [ @@ -6111,7 +5823,6 @@ inline-persistent = ["Flask-Cors (>=3.0.10,<4.0.0)", "kaleido (==0.2.1)"] name = "pluggy" version = "1.2.0" description = "plugin and hook calling mechanisms for python" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -6127,7 +5838,6 @@ testing = ["pytest", "pytest-benchmark"] name = "pmaw" version = "3.0.0" description = "A multithread Pushshift.io API Wrapper for reddit.com comment and submission searches." -category = "main" optional = false python-versions = ">=3.5" files = [ @@ -6143,7 +5853,6 @@ requests = "*" name = "pmdarima" version = "2.0.3" description = "Python's forecast::auto.arima equivalent" -category = "main" optional = true python-versions = ">=3.7" files = [ @@ -6189,7 +5898,6 @@ urllib3 = "*" name = "posthog" version = "3.0.1" description = "Integrate PostHog into any python application." -category = "main" optional = false python-versions = "*" files = [ @@ -6213,7 +5921,6 @@ test = ["coverage", "flake8", "freezegun (==0.3.15)", "mock (>=2.0.0)", "pylint" name = "praw" version = "7.7.1" description = "PRAW, an acronym for \"Python Reddit API Wrapper\", is a Python package that allows for simple access to Reddit's API." -category = "main" optional = false python-versions = "~=3.7" files = [ @@ -6228,16 +5935,15 @@ websocket-client = ">=0.54.0" [package.extras] ci = ["coveralls"] -dev = ["betamax (>=0.8,<0.9)", "betamax-matchers (>=0.3.0,<0.5)", "furo", "packaging", "pre-commit", "pytest (>=2.7.3)", "requests (>=2.20.1,<3)", "sphinx", "urllib3 (>=1.26.0,<1.27.0)"] +dev = ["betamax (>=0.8,<0.9)", "betamax-matchers (>=0.3.0,<0.5)", "furo", "packaging", "pre-commit", "pytest (>=2.7.3)", "requests (>=2.20.1,<3)", "sphinx", "urllib3 (==1.26.*)"] lint = ["furo", "pre-commit", "sphinx"] readthedocs = ["furo", "sphinx"] -test = ["betamax (>=0.8,<0.9)", "betamax-matchers (>=0.3.0,<0.5)", "pytest (>=2.7.3)", "requests (>=2.20.1,<3)", "urllib3 (>=1.26.0,<1.27.0)"] +test = ["betamax (>=0.8,<0.9)", "betamax-matchers (>=0.3.0,<0.5)", "pytest (>=2.7.3)", "requests (>=2.20.1,<3)", "urllib3 (==1.26.*)"] [[package]] name = "prawcore" version = "2.3.0" description = "Low-level communication layer for PRAW 4+." -category = "main" optional = false python-versions = "~=3.6" files = [ @@ -6258,7 +5964,6 @@ test = ["betamax (>=0.8,<0.9)", "betamax-matchers (>=0.4.0,<0.5)", "betamax-seri name = "pre-commit" version = "2.21.0" description = "A framework for managing and maintaining multi-language pre-commit hooks." -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -6277,7 +5982,6 @@ virtualenv = ">=20.10.0" name = "prometheus-client" version = "0.17.1" description = "Python client for the Prometheus monitoring system." -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -6292,7 +5996,6 @@ twisted = ["twisted"] name = "prompt-toolkit" version = "3.0.39" description = "Library for building powerful interactive command lines in Python" -category = "main" optional = false python-versions = ">=3.7.0" files = [ @@ -6307,7 +6010,6 @@ wcwidth = "*" name = "property-cached" version = "1.6.4" description = "A decorator for caching properties in classes (forked from cached-property)." -category = "main" optional = false python-versions = ">= 3.5" files = [ @@ -6319,7 +6021,6 @@ files = [ name = "prophet" version = "1.1.3" description = "Automatic Forecasting Procedure" -category = "main" optional = true python-versions = ">=3.7" files = [ @@ -6350,7 +6051,6 @@ parallel = ["dask[dataframe]", "distributed"] name = "protobuf" version = "3.20.1" description = "Protocol Buffers" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -6384,7 +6084,6 @@ files = [ name = "psutil" version = "5.9.5" description = "Cross-platform lib for process and system monitoring in Python." -category = "main" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" files = [ @@ -6411,7 +6110,6 @@ test = ["enum34", "ipaddress", "mock", "pywin32", "wmi"] name = "ptyprocess" version = "0.7.0" description = "Run a subprocess in a pseudo terminal" -category = "main" optional = false python-versions = "*" files = [ @@ -6423,7 +6121,6 @@ files = [ name = "pure-eval" version = "0.2.2" description = "Safely evaluate AST nodes without side effects" -category = "main" optional = false python-versions = "*" files = [ @@ -6438,7 +6135,6 @@ tests = ["pytest"] name = "py" version = "1.11.0" description = "library with cross-python path, ini-parsing, io, code, log facilities" -category = "dev" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" files = [ @@ -6450,7 +6146,6 @@ files = [ name = "pyarrow" version = "12.0.1" description = "Python library for Apache Arrow" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -6488,7 +6183,6 @@ numpy = ">=1.16.6" name = "pyasn1" version = "0.5.0" description = "Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)" -category = "main" optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7" files = [ @@ -6500,7 +6194,6 @@ files = [ name = "pyasn1-modules" version = "0.3.0" description = "A collection of ASN.1-based protocols modules" -category = "main" optional = true python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7" files = [ @@ -6515,7 +6208,6 @@ pyasn1 = ">=0.4.6,<0.6.0" name = "pycares" version = "4.3.0" description = "Python interface for c-ares" -category = "main" optional = false python-versions = "*" files = [ @@ -6583,7 +6275,6 @@ idna = ["idna (>=2.1)"] name = "pycodestyle" version = "2.10.0" description = "Python style guide checker" -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -6595,7 +6286,6 @@ files = [ name = "pycoingecko" version = "3.1.0" description = "Python wrapper around the CoinGecko API" -category = "main" optional = false python-versions = "*" files = [ @@ -6610,7 +6300,6 @@ requests = "*" name = "pycparser" version = "2.21" description = "C parser in Python" -category = "main" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*" files = [ @@ -6622,7 +6311,6 @@ files = [ name = "pycryptodome" version = "3.18.0" description = "Cryptographic library for Python" -category = "main" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" files = [ @@ -6664,7 +6352,6 @@ files = [ name = "pycryptodomex" version = "3.18.0" description = "Cryptographic library for Python" -category = "main" optional = true python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*" files = [ @@ -6706,7 +6393,6 @@ files = [ name = "pydantic" version = "1.10.11" description = "Data validation and settings management using python type hints" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -6759,7 +6445,6 @@ email = ["email-validator (>=1.0.3)"] name = "pydeck" version = "0.8.0" description = "Widget for deck.gl maps" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -6779,7 +6464,6 @@ jupyter = ["ipykernel (>=5.1.2)", "ipython (>=5.8.0)", "ipywidgets (>=7,<8)", "t name = "pydeprecate" version = "0.3.2" description = "Deprecation tooling" -category = "main" optional = true python-versions = ">=3.6" files = [ @@ -6791,7 +6475,6 @@ files = [ name = "pydocstyle" version = "6.3.0" description = "Python docstring style checker" -category = "dev" optional = false python-versions = ">=3.6" files = [ @@ -6809,7 +6492,6 @@ toml = ["tomli (>=1.2.3)"] name = "pyerfa" version = "2.0.0.3" description = "Python bindings for ERFA" -category = "main" optional = true python-versions = ">=3.7" files = [ @@ -6866,7 +6548,6 @@ test = ["pytest", "pytest-doctestplus (>=0.7)"] name = "pyflakes" version = "3.0.1" description = "passive checker of Python programs" -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -6878,7 +6559,6 @@ files = [ name = "pygls" version = "1.0.2" description = "a pythonic generic language server (pronounced like \"pie glass\")." -category = "main" optional = true python-versions = "<4,>=3.7" files = [ @@ -6894,13 +6574,12 @@ typeguard = ">=3,<4" dev = ["bandit (==1.7.4)", "flake8 (==4.0.1)", "mypy (==0.961)"] docs = ["sphinx (==5.0.1)", "sphinx-rtd-theme (==1.0.0)"] test = ["pytest (==7.1.2)", "pytest-asyncio (==0.18.3)"] -ws = ["websockets (>=10.0.0,<11.0.0)"] +ws = ["websockets (==10.*)"] [[package]] name = "pygments" version = "2.15.1" description = "Pygments is a syntax highlighting package written in Python." -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -6915,7 +6594,6 @@ plugins = ["importlib-metadata"] name = "pyhdfe" version = "0.1.2" description = "High dimensional fixed effect absorption with Python 3" -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -6935,7 +6613,6 @@ tests = ["pytest", "pytest-xdist"] name = "pyinstaller" version = "4.10" description = "PyInstaller bundles a Python application and all its dependencies into a single package." -category = "main" optional = true python-versions = "<3.11,>=3.6" files = [ @@ -6968,7 +6645,6 @@ hook-testing = ["execnet (>=1.5.0)", "psutil", "pytest (>=2.7.3)"] name = "pyinstaller-hooks-contrib" version = "2023.6" description = "Community maintained hooks for PyInstaller" -category = "main" optional = true python-versions = ">=3.7" files = [ @@ -6980,7 +6656,6 @@ files = [ name = "pylint" version = "2.17.0" description = "python code static checker" -category = "dev" optional = false python-versions = ">=3.7.2" files = [ @@ -7007,7 +6682,6 @@ testutils = ["gitpython (>3)"] name = "pyluach" version = "2.2.0" description = "A Python package for dealing with Hebrew (Jewish) calendar dates." -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -7023,7 +6697,6 @@ test = ["beautifulsoup4", "flake8", "pytest", "pytest-cov"] name = "pymeeus" version = "0.5.12" description = "Python implementation of Jean Meeus astronomical routines" -category = "main" optional = false python-versions = "*" files = [ @@ -7034,7 +6707,6 @@ files = [ name = "pympler" version = "1.0.1" description = "A development tool to measure, monitor and analyze the memory behavior of Python objects." -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -7046,7 +6718,6 @@ files = [ name = "pyobjc-core" version = "9.2" description = "Python<->ObjC Interoperability Module" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -7064,7 +6735,6 @@ files = [ name = "pyobjc-framework-cocoa" version = "9.2" description = "Wrappers for the Cocoa frameworks on macOS" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -7085,7 +6755,6 @@ pyobjc-core = ">=9.2" name = "pyod" version = "1.1.0" description = "A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)" -category = "main" optional = true python-versions = "*" files = [ @@ -7105,7 +6774,6 @@ six = "*" name = "pyotp" version = "2.8.0" description = "Python One Time Password Library" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -7117,7 +6785,6 @@ files = [ name = "pyparsing" version = "3.0.9" description = "pyparsing module - Classes and methods to define and execute parsing grammars" -category = "main" optional = false python-versions = ">=3.6.8" files = [ @@ -7132,7 +6799,6 @@ diagrams = ["jinja2", "railroad-diagrams"] name = "pyprind" version = "2.11.3" description = "Python Progress Bar and Percent Indicator Utility" -category = "main" optional = false python-versions = "*" files = [ @@ -7144,7 +6810,6 @@ files = [ name = "pyrsistent" version = "0.19.3" description = "Persistent/Functional/Immutable data structures" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -7181,7 +6846,6 @@ files = [ name = "pytest" version = "6.2.5" description = "pytest: simple powerful testing with Python" -category = "dev" optional = false python-versions = ">=3.6" files = [ @@ -7206,7 +6870,6 @@ testing = ["argcomplete", "hypothesis (>=3.56)", "mock", "nose", "requests", "xm name = "pytest-cov" version = "3.0.0" description = "Pytest plugin for measuring coverage." -category = "dev" optional = false python-versions = ">=3.6" files = [ @@ -7225,7 +6888,6 @@ testing = ["fields", "hunter", "process-tests", "pytest-xdist", "six", "virtuale name = "pytest-mock" version = "3.11.1" description = "Thin-wrapper around the mock package for easier use with pytest" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -7243,7 +6905,6 @@ dev = ["pre-commit", "pytest-asyncio", "tox"] name = "pytest-recorder" version = "0.2.3" description = "Pytest plugin, meant to facilitate unit tests writing for tools consumming Web APIs." -category = "dev" optional = false python-versions = ">=3.8,<4.0" files = [ @@ -7259,7 +6920,6 @@ vcrpy = ">=4.2.1,<5.0.0" name = "pytest-recording" version = "0.12.2" description = "A pytest plugin that allows you recording of network interactions via VCR.py" -category = "dev" optional = false python-versions = ">=3.5" files = [ @@ -7276,7 +6936,6 @@ vcrpy = ">=2.0.1" name = "pytest-timeout" version = "2.1.0" description = "pytest plugin to abort hanging tests" -category = "dev" optional = false python-versions = ">=3.6" files = [ @@ -7291,7 +6950,6 @@ pytest = ">=5.0.0" name = "pytest-xdist" version = "3.3.1" description = "pytest xdist plugin for distributed testing, most importantly across multiple CPUs" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -7312,7 +6970,6 @@ testing = ["filelock"] name = "pythclient" version = "0.1.6" description = "A library to retrieve Pyth account structures off the Solana blockchain." -category = "main" optional = false python-versions = ">=3.7.0" files = [ @@ -7338,7 +6995,6 @@ testing = ["aiodns", "aiohttp (>=3.7.4)", "backoff", "base58", "dnspython", "fla name = "python-binance" version = "1.0.17" description = "Binance REST API python implementation" -category = "main" optional = false python-versions = "*" files = [ @@ -7359,7 +7015,6 @@ websockets = "*" name = "python-coinmarketcap" version = "0.2" description = "CoinMarketCap Python API Wrapper" -category = "main" optional = false python-versions = "*" files = [ @@ -7372,7 +7027,6 @@ files = [ name = "python-dateutil" version = "2.8.2" description = "Extensions to the standard Python datetime module" -category = "main" optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7" files = [ @@ -7387,7 +7041,6 @@ six = ">=1.5" name = "python-dotenv" version = "1.0.0" description = "Read key-value pairs from a .env file and set them as environment variables" -category = "main" optional = false python-versions = ">=3.8" files = [ @@ -7402,7 +7055,6 @@ cli = ["click (>=5.0)"] name = "python-i18n" version = "0.3.9" description = "Translation library for Python" -category = "main" optional = false python-versions = "*" files = [ @@ -7417,7 +7069,6 @@ yaml = ["pyyaml (>=3.10)"] name = "python-jose" version = "3.3.0" description = "JOSE implementation in Python" -category = "main" optional = false python-versions = "*" files = [ @@ -7439,7 +7090,6 @@ pycryptodome = ["pyasn1", "pycryptodome (>=3.3.1,<4.0.0)"] name = "python-json-logger" version = "2.0.7" description = "A python library adding a json log formatter" -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -7451,7 +7101,6 @@ files = [ name = "pytorch-lightning" version = "1.6.5" description = "PyTorch Lightning is the lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate." -category = "main" optional = true python-versions = ">=3.7" files = [ @@ -7489,7 +7138,6 @@ test = ["cloudpickle (>=1.3)", "codecov (>=2.1)", "coverage (>=6.4)", "flake8 (> name = "pytrends" version = "4.9.2" description = "Pseudo API for Google Trends" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -7506,7 +7154,6 @@ requests = ">=2.0" name = "pytz" version = "2023.3" description = "World timezone definitions, modern and historical" -category = "main" optional = false python-versions = "*" files = [ @@ -7518,7 +7165,6 @@ files = [ name = "pytz-deprecation-shim" version = "0.1.0.post0" description = "Shims to make deprecation of pytz easier" -category = "main" optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7" files = [ @@ -7534,7 +7180,6 @@ tzdata = {version = "*", markers = "python_version >= \"3.6\""} name = "pywin32" version = "306" description = "Python for Window Extensions" -category = "main" optional = false python-versions = "*" files = [ @@ -7558,7 +7203,6 @@ files = [ name = "pywin32-ctypes" version = "0.2.2" description = "A (partial) reimplementation of pywin32 using ctypes/cffi" -category = "main" optional = true python-versions = ">=3.6" files = [ @@ -7570,7 +7214,6 @@ files = [ name = "pywinpty" version = "2.0.11" description = "Pseudo terminal support for Windows from Python." -category = "main" optional = false python-versions = ">=3.8" files = [ @@ -7585,7 +7228,6 @@ files = [ name = "pywry" version = "0.6.1" description = "" -category = "main" optional = false python-versions = ">=3.8" files = [ @@ -7605,7 +7247,6 @@ dev = ["auditwheel", "wheel"] name = "pyyaml" version = "6.0.1" description = "YAML parser and emitter for Python" -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -7614,7 +7255,6 @@ files = [ {file = "PyYAML-6.0.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = 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"sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files" -category = "dev" optional = false python-versions = ">=3.8" files = [ @@ -8848,7 +8435,6 @@ test = ["html5lib", "pytest"] name = "sphinxcontrib-jsmath" version = "1.0.1" description = "A sphinx extension which renders display math in HTML via JavaScript" -category = "dev" optional = false python-versions = ">=3.5" files = [ @@ -8863,7 +8449,6 @@ test = ["flake8", "mypy", "pytest"] name = "sphinxcontrib-qthelp" version = "1.0.3" description = "sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document." -category = "dev" optional = false python-versions = ">=3.5" files = [ @@ -8879,7 +8464,6 @@ test = ["pytest"] name = "sphinxcontrib-serializinghtml" version = "1.1.5" description = "sphinxcontrib-serializinghtml is a sphinx extension which outputs \"serialized\" HTML files (json and pickle)." -category = "dev" optional = false python-versions = ">=3.5" files = [ @@ -8895,7 +8479,6 @@ test = ["pytest"] name = "sqlalchemy" version = "2.0.19" description = "Database Abstraction Library" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -8974,7 +8557,6 @@ sqlcipher = ["sqlcipher3-binary"] name = "sqlglot" version = "17.6.0" description = "An easily customizable SQL parser and transpiler" -category = "main" optional = true python-versions = "*" files = [ @@ -8989,7 +8571,6 @@ dev = ["autoflake", "black", "duckdb (>=0.6)", "isort", "mypy (>=0.990)", "panda name = "squarify" version = "0.4.3" description = "Pure Python implementation of the squarify treemap layout algorithm" -category = "main" optional = false python-versions = "*" files = [ @@ -9001,7 +8582,6 @@ files = [ name = "stack-data" version = "0.6.2" description = "Extract data from python stack frames and tracebacks for informative displays" -category = "main" optional = false python-versions = "*" files = [ @@ -9021,7 +8601,6 @@ tests = ["cython", "littleutils", "pygments", "pytest", "typeguard"] name = "statsforecast" version = "1.5.0" description = "Time series forecasting suite using statistical models" -category = "main" optional = true python-versions = ">=3.7" files = [ @@ -9049,7 +8628,6 @@ ray = ["fugue[ray] (>=0.8.1)", "protobuf (>=3.15.3,<4.0.0)"] name = "statsmodels" version = "0.13.2" description = "Statistical computations and models for Python" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -9094,7 +8672,6 @@ docs = ["ipykernel", "jupyter-client", "matplotlib", "nbconvert", "nbformat", "n name = "statsmodels" version = "0.13.5" description = "Statistical computations and models for Python" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -9144,7 +8721,6 @@ docs = ["ipykernel", "jupyter-client", "matplotlib", "nbconvert", "nbformat", "n name = "stevedore" version = "5.1.0" description = "Manage dynamic plugins for Python applications" -category = "dev" optional = false python-versions = ">=3.8" files = [ @@ -9159,7 +8735,6 @@ pbr = ">=2.0.0,<2.1.0 || >2.1.0" name = "stocksera" version = "0.1.21" description = "Official Stocksera API" -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -9175,7 +8750,6 @@ requests = "*" name = "streamlit" version = "1.24.1" description = "A faster way to build and share data apps" -category = "main" optional = false python-versions = ">=3.8, !=3.9.7" files = [ @@ -9216,7 +8790,6 @@ snowflake = ["snowflake-snowpark-python"] name = "svglib" version = "1.5.1" description = "A pure-Python library for reading and converting SVG" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -9233,7 +8806,6 @@ tinycss2 = ">=0.6.0" name = "tabulate" version = "0.9.0" description = "Pretty-print tabular data" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -9248,7 +8820,6 @@ widechars = ["wcwidth"] name = "tbats" version = "1.1.3" description = "BATS and TBATS for time series forecasting" -category = "main" optional = true python-versions = "*" files = [ @@ -9269,7 +8840,6 @@ dev = ["pip-tools", "pytest", "rpy2"] name = "tenacity" version = "8.2.2" description = "Retry code until it succeeds" -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -9284,7 +8854,6 @@ doc = ["reno", "sphinx", "tornado (>=4.5)"] name = "tensorboard" version = "2.13.0" description = "TensorBoard lets you watch Tensors Flow" -category = "main" optional = true python-versions = ">=3.8" files = [ @@ -9309,7 +8878,6 @@ wheel = ">=0.26" name = "tensorboard-data-server" version = "0.7.1" description = "Fast data loading for TensorBoard" -category = "main" optional = true python-versions = ">=3.7" files = [ @@ -9322,7 +8890,6 @@ files = [ name = "terminado" version = "0.17.1" description = "Tornado websocket backend for the Xterm.js Javascript terminal emulator library." -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -9343,7 +8910,6 @@ test = ["pre-commit", "pytest (>=7.0)", "pytest-timeout"] name = "textwrap3" version = "0.9.2" description = "textwrap from Python 3.6 backport (plus a few tweaks)" -category = "main" optional = false python-versions = "*" files = [ @@ -9355,7 +8921,6 @@ files = [ name = "thepassiveinvestor" version = "1.2.1" description = "Passive Investing for the Average Joe." -category = "main" optional = false python-versions = "*" files = [ @@ -9372,7 +8937,6 @@ yahooquery = "*" name = "threadpoolctl" version = "3.2.0" description = "threadpoolctl" -category = "main" optional = false python-versions = ">=3.8" files = [ @@ -9384,7 +8948,6 @@ files = [ name = "tiktoken" version = "0.4.0" description = "tiktoken is a fast BPE tokeniser for use with OpenAI's models" -category = "main" optional = false python-versions = ">=3.8" files = [ @@ -9430,7 +8993,6 @@ blobfile = ["blobfile (>=2)"] name = "time-machine" version = "2.11.0" description = "Travel through time in your tests." -category = "dev" optional = false python-versions = ">=3.8" files = [ @@ -9488,7 +9050,6 @@ python-dateutil = "*" name = "tinycss2" version = "1.2.1" description = "A tiny CSS parser" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -9507,7 +9068,6 @@ test = ["flake8", "isort", "pytest"] name = "tokenizers" version = "0.13.3" description = "Fast and Customizable Tokenizers" -category = "main" optional = true python-versions = "*" files = [ @@ -9562,7 +9122,6 @@ testing = ["black (==22.3)", "datasets", "numpy", "pytest", "requests"] name = "tokenterminal" version = "1.0.1" description = "Unofficial Token Terminal API client." -category = "main" optional = false python-versions = "*" files = [ @@ -9577,7 +9136,6 @@ requests = ">=2.18.4" name = "toml" version = "0.10.2" description = "Python Library for Tom's Obvious, Minimal Language" -category = "main" optional = false python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*" files = [ @@ -9589,7 +9147,6 @@ files = [ name = "tomli" version = "2.0.1" description = "A lil' TOML parser" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -9601,7 +9158,6 @@ files = [ name = "tomlkit" version = "0.11.8" description = "Style preserving TOML library" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -9613,7 +9169,6 @@ files = [ name = "toolz" version = "0.12.0" description = "List processing tools and functional utilities" -category = "main" optional = false python-versions = ">=3.5" files = [ @@ -9625,7 +9180,6 @@ files = [ name = "torch" version = "1.11.0" description = "Tensors and Dynamic neural networks in Python with strong GPU acceleration" -category = "main" optional = true python-versions = ">=3.7.0" files = [ @@ -9657,7 +9211,6 @@ typing-extensions = "*" name = "torchmetrics" version = "1.0.1" description = "PyTorch native Metrics" -category = "main" optional = true python-versions = ">=3.8" files = [ @@ -9687,7 +9240,6 @@ visual = ["SciencePlots (>=2.0.0)", "matplotlib (>=3.2.0)"] name = "tornado" version = "6.3.2" description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed." -category = "main" optional = false python-versions = ">= 3.8" files = [ @@ -9708,7 +9260,6 @@ files = [ name = "tqdm" version = "4.65.0" description = "Fast, Extensible Progress Meter" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -9729,7 +9280,6 @@ telegram = ["requests"] name = "trace-updater" version = "0.0.9.1" description = "Dash component which allows to update a dcc.Graph its traces. This component is data efficient as it (1) only sends the to-be-updated traces (and not the whole) from the back-end to the client-side and (2) only updates the traces that have changed (and does not redraw the whole figure)." -category = "main" optional = true python-versions = "*" files = [ @@ -9741,7 +9291,6 @@ files = [ name = "tradingview-ta" version = "3.3.0" description = "Unofficial TradingView technical analysis API wrapper." -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -9756,7 +9305,6 @@ requests = "*" name = "traitlets" version = "5.9.0" description = "Traitlets Python configuration system" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -9772,7 +9320,6 @@ test = ["argcomplete (>=2.0)", "pre-commit", "pytest", "pytest-mock"] name = "transformers" version = "4.27.1" description = "State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow" -category = "main" optional = true python-versions = ">=3.7.0" files = [ @@ -9840,7 +9387,6 @@ vision = ["Pillow"] name = "triad" version = "0.9.1" description = "A collection of python utils for Fugue projects" -category = "main" optional = true python-versions = ">=3.7" files = [ @@ -9863,7 +9409,6 @@ ciso8601 = ["ciso8601"] name = "typeguard" version = "3.0.2" description = "Run-time type checker for Python" -category = "main" optional = true python-versions = ">=3.7.4" files = [ @@ -9883,7 +9428,6 @@ test = ["mypy (>=0.991)", "pytest (>=7)"] name = "types-python-dateutil" version = "2.8.19.14" description = "Typing stubs for python-dateutil" -category = "dev" optional = false python-versions = "*" files = [ @@ -9895,7 +9439,6 @@ files = [ name = "types-pytz" version = "2021.3.8" description = "Typing stubs for pytz" -category = "dev" optional = false python-versions = "*" files = [ @@ -9907,7 +9450,6 @@ files = [ name = "types-pyyaml" version = "6.0.12.11" description = "Typing stubs for PyYAML" -category = "dev" optional = false python-versions = "*" files = [ @@ -9919,7 +9461,6 @@ files = [ name = "types-requests" version = "2.31.0.2" description = "Typing stubs for requests" -category = "dev" optional = false python-versions = "*" files = [ @@ -9934,7 +9475,6 @@ types-urllib3 = "*" name = "types-setuptools" version = "57.4.18" description = "Typing stubs for setuptools" -category = "dev" optional = false python-versions = "*" files = [ @@ -9946,7 +9486,6 @@ files = [ name = "types-six" version = "1.16.21.9" description = "Typing stubs for six" -category = "dev" optional = false python-versions = "*" files = [ @@ -9958,7 +9497,6 @@ files = [ name = "types-urllib3" version = "1.26.25.14" description = "Typing stubs for urllib3" -category = "dev" optional = false python-versions = "*" files = [ @@ -9970,7 +9508,6 @@ files = [ name = "typing-extensions" version = "4.7.1" description = "Backported and Experimental Type Hints for Python 3.7+" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -9982,7 +9519,6 @@ files = [ name = "typing-inspect" version = "0.9.0" description = "Runtime inspection utilities for typing module." -category = "main" optional = false python-versions = "*" files = [ @@ -9998,7 +9534,6 @@ typing-extensions = ">=3.7.4" name = "tzdata" version = "2023.3" description = "Provider of IANA time zone data" -category = "main" optional = false python-versions = ">=2" files = [ @@ -10010,7 +9545,6 @@ files = [ name = "tzlocal" version = "4.3.1" description = "tzinfo object for the local timezone" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -10030,7 +9564,6 @@ devenv = ["black", "check-manifest", "flake8", "pyroma", "pytest (>=4.3)", "pyte name = "u8darts" version = "0.23.0" description = "A python library for easy manipulation and forecasting of time series." -category = "main" optional = true python-versions = ">=3.7" files = [ @@ -10071,7 +9604,6 @@ torch = ["pytorch-lightning (>=1.5.0)", "torch (>=1.8.0)"] name = "ujson" version = "5.8.0" description = "Ultra fast JSON encoder and decoder for Python" -category = "main" optional = false python-versions = ">=3.8" files = [ @@ -10142,7 +9674,6 @@ files = [ name = "update-checker" version = "0.18.0" description = "A python module that will check for package updates." -category = "main" optional = false python-versions = "*" files = [ @@ -10162,7 +9693,6 @@ test = ["pytest (>=2.7.3)"] name = "uri-template" version = "1.3.0" description = "RFC 6570 URI Template Processor" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -10177,7 +9707,6 @@ dev = ["flake8", "flake8-annotations", "flake8-bandit", "flake8-bugbear", "flake name = "urllib3" version = "1.26.16" description = "HTTP library with thread-safe connection pooling, file post, and more." -category = "main" optional = false python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*" files = [ @@ -10194,7 +9723,6 @@ socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"] name = "user-agent" version = "0.1.10" description = "User-Agent generator" -category = "main" optional = false python-versions = "*" files = [ @@ -10208,7 +9736,6 @@ six = "*" name = "vadersentiment" version = "3.3.2" description = "VADER Sentiment Analysis. VADER (Valence Aware Dictionary and sEntiment Reasoner) is a lexicon and rule-based sentiment analysis tool that is specifically attuned to sentiments expressed in social media, and works well on texts from other domains." -category = "main" optional = false python-versions = "*" files = [ @@ -10223,7 +9750,6 @@ requests = "*" name = "validators" version = "0.20.0" description = "Python Data Validation for Humans™." -category = "main" optional = false python-versions = ">=3.4" files = [ @@ -10240,7 +9766,6 @@ test = ["flake8 (>=2.4.0)", "isort (>=4.2.2)", "pytest (>=2.2.3)"] name = "valinvest" version = "0.0.2" description = "A value investing tool based on Warren Buffett, Joseph Piotroski and Benjamin Graham thoughts" -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -10252,7 +9777,6 @@ files = [ name = "vcrpy" version = "4.4.0" description = "Automatically mock your HTTP interactions to simplify and speed up testing" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -10271,7 +9795,6 @@ yarl = "*" name = "virtualenv" version = "20.24.1" description = "Virtual Python Environment builder" -category = "dev" optional = false python-versions = ">=3.7" files = [ @@ -10292,7 +9815,6 @@ test = ["covdefaults (>=2.3)", "coverage (>=7.2.7)", "coverage-enable-subprocess name = "watchdog" version = "2.3.1" description = "Filesystem events monitoring" -category = "main" optional = false python-versions = ">=3.6" files = [ @@ -10333,7 +9855,6 @@ watchmedo = ["PyYAML (>=3.10)"] name = "wcwidth" version = "0.2.6" description = "Measures the displayed width of unicode strings in a terminal" -category = "main" optional = false python-versions = "*" files = [ @@ -10345,7 +9866,6 @@ files = [ name = "webcolors" version = "1.13" description = "A library for working with the color formats defined by HTML and CSS." -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -10361,7 +9881,6 @@ tests = ["pytest", "pytest-cov"] name = "webencodings" version = "0.5.1" description = "Character encoding aliases for legacy web content" -category = "main" optional = false python-versions = "*" files = [ @@ -10373,7 +9892,6 @@ files = [ name = "websocket-client" version = "1.6.1" description = "WebSocket client for Python with low level API options" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -10390,7 +9908,6 @@ test = ["websockets"] name = "websockets" version = "11.0.3" description = "An implementation of the WebSocket Protocol (RFC 6455 & 7692)" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -10470,7 +9987,6 @@ files = [ name = "werkzeug" version = "2.3.6" description = "The comprehensive WSGI web application library." -category = "main" optional = true python-versions = ">=3.8" files = [ @@ -10488,7 +10004,6 @@ watchdog = ["watchdog (>=2.3)"] name = "wheel" version = "0.40.0" description = "A built-package format for Python" -category = "main" optional = true python-versions = ">=3.7" files = [ @@ -10503,7 +10018,6 @@ test = ["pytest (>=6.0.0)"] name = "widgetsnbextension" version = "4.0.8" description = "Jupyter interactive widgets for Jupyter Notebook" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -10515,7 +10029,6 @@ files = [ name = "win32-setctime" version = "1.1.0" description = "A small Python utility to set file creation time on Windows" -category = "main" optional = false python-versions = ">=3.5" files = [ @@ -10530,7 +10043,6 @@ dev = ["black (>=19.3b0)", "pytest (>=4.6.2)"] name = "wrapt" version = "1.15.0" description = "Module for decorators, wrappers and monkey patching." -category = "main" optional = false python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7" files = [ @@ -10615,7 +10127,6 @@ files = [ name = "xarray" version = "2023.1.0" description = "N-D labeled arrays and datasets in Python" -category = "main" optional = true python-versions = ">=3.8" files = [ @@ -10640,7 +10151,6 @@ viz = ["matplotlib", "nc-time-axis", "seaborn"] name = "xgboost" version = "1.7.6" description = "XGBoost Python Package" -category = "main" optional = true python-versions = ">=3.8" files = [ @@ -10668,7 +10178,6 @@ scikit-learn = ["scikit-learn"] name = "xlsxwriter" version = "3.1.2" description = "A Python module for creating Excel XLSX files." -category = "main" optional = true python-versions = ">=3.6" files = [ @@ -10680,7 +10189,6 @@ files = [ name = "y-py" version = "0.6.0" description = "Python bindings for the Y-CRDT built from yrs (Rust)" -category = "main" optional = false python-versions = "*" files = [ @@ -10756,7 +10264,6 @@ files = [ name = "yahooquery" version = "2.3.2" description = "Python interface to unofficial Yahoo Finance API endpoints" -category = "main" optional = false python-versions = "*" files = [ @@ -10779,7 +10286,6 @@ test = ["coverage (==5.2.1)", "pytest (==6.0.2)", "pytest-cov (==2.10.1)", "sele name = "yarl" version = "1.9.2" description = "Yet another URL library" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -10867,7 +10373,6 @@ multidict = ">=4.0" name = "yfinance" version = "0.2.28" description = "Download market data from Yahoo! Finance API" -category = "main" optional = false python-versions = "*" files = [ @@ -10891,7 +10396,6 @@ requests = ">=2.31" name = "ypy-websocket" version = "0.8.4" description = "WebSocket connector for Ypy" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -10911,7 +10415,6 @@ test = ["mypy", "pre-commit", "pytest", "pytest-asyncio", "websockets (>=10.0)"] name = "yt-dlp" version = "2023.7.6" description = "A youtube-dl fork with additional features and patches" -category = "main" optional = true python-versions = ">=3.7" files = [ @@ -10931,7 +10434,6 @@ websockets = "*" name = "zipp" version = "3.16.2" description = "Backport of pathlib-compatible object wrapper for zip files" -category = "main" optional = false python-versions = ">=3.8" files = [ @@ -10947,7 +10449,6 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p name = "zope-interface" version = "6.0" description = "Interfaces for Python" -category = "main" optional = false python-versions = ">=3.7" files = [ @@ -11002,4 +10503,4 @@ optimization = ["Riskfolio-Lib"] [metadata] lock-version = "2.0" python-versions = "^3.8.1,<3.11, !=3.9.7" -content-hash = "5144f6323e5da1170fb9c93f635562136aff0d6d61f7f79eaecc75b69f243202" +content-hash = "f5d8f7746d1ff97626fd7b3798f57a2865aa73d927c1af5a9adad8685e1524c0" diff --git a/website/content/platform/development/contributor-guidelines/quality_assurance.md b/website/content/platform/development/contributor-guidelines/quality_assurance.md index 608828a6f944..09902f6e4dd5 100644 --- a/website/content/platform/development/contributor-guidelines/quality_assurance.md +++ b/website/content/platform/development/contributor-guidelines/quality_assurance.md @@ -101,3 +101,35 @@ pip install tuna python -X importtime openbb/__init__.py 2> import.log tuna import.log ``` + +## Known caveats + +When using the OpenBB QA Framework it is important to be aware of the following caveats: + +- The tests are semi-automated and might require manual intervention. For example, adjusting out-of-top level imports or changing specific arguments for a given payload. + +- The integration tests are more complex and if your newly added provider integration is already covered by the +integration tests from previous commands or providers, you will need to manually inject the payload for the new +provider. + +- In the integration test parametrized payload, the first item is always the set of standard parameters. Every +consecutive item is a set of parameters for a specific provider with the standard parameters included. + +- The integration tests require you to be explicit, by using all of the standard parameters and provider-specific +parameters in the payload. If you want to exclude a parameter, you can use `None` as its value. + +- The integration tests require you to be explicit by specifying the `provider` parameter in provider-specific +payloads. + +- When recording unit tests, you might run into issues with the cache that is tied to your specific provider and present +on your local machine. You will know that this is the case if your tests pass locally, but fail on the CI. To fix this, +you can delete the cache file from your local machine and re-record the tests. + + > Note that the cache is likely located here: + > Windows: `C:\Users\user\AppData\Local\` + > Linux: `/home/user/.cache/` + > Mac: `/Users/user/Library/Caches` + +- Some providers (we are aware only of YFinance so far) do an additional request when used from the US region. As our CI +is running from the US region, this might cause the tests to fail. A workaround for this is to use a VPN to record the +tests from a different region. diff --git a/website/content/platform/development/contributor-guidelines/sharing_extensions.md b/website/content/platform/development/contributor-guidelines/sharing_extensions.md index b991605ba81d..0f99dab13f17 100644 --- a/website/content/platform/development/contributor-guidelines/sharing_extensions.md +++ b/website/content/platform/development/contributor-guidelines/sharing_extensions.md @@ -23,7 +23,8 @@ To publish your extension to PyPI, you'll need to have a PyPI account and a PyPI ### Setup Create an account and get an API token from -Store the token with + +Store the token with: ```bash poetry config pypi-token.pypi pypi-YYYYYYYY @@ -31,7 +32,7 @@ poetry config pypi-token.pypi pypi-YYYYYYYY ### Release -`cd` into the directory where your extension `pyproject.toml` lives and make sure that the `pyproject.toml` specifies the version tag you want to release and run. +`cd` into the directory where your extension `pyproject.toml` lives and make sure that the `pyproject.toml` specifies the version tag you want to release and run: ```bash poetry build @@ -39,7 +40,7 @@ poetry build This will create a `/dist` folder in the directory, which will contain the `.whl` and `tar.gz` files matching the version to release. -If you want to test your package locally you can do it with +If you want to test your package locally you can do it with: ```bash pip install dist/openbb_[FILE_NAME].whl diff --git a/website/content/platform/development/contributor-guidelines/write_code_commit.md b/website/content/platform/development/contributor-guidelines/write_code_commit.md index ad4862da4412..3534ace2bc2a 100644 --- a/website/content/platform/development/contributor-guidelines/write_code_commit.md +++ b/website/content/platform/development/contributor-guidelines/write_code_commit.md @@ -15,6 +15,136 @@ import HeadTitle from '@site/src/components/General/HeadTitle.tsx'; +## Folder Structure Overview + +
+OpenBB Platform file tree + +```bash +├── extensions +│   ├── charting +│   │   ├── __init__.py +│   │   ├── integration +│   │   ├── openbb_charting +│   │   ├── pyproject.toml +│   │   ├── README.md +│   │   └── tests +│   ├── crypto +│   │   ├── integration +│   │   ├── openbb_crypto +│   │   ├── poetry.lock +│   │   ├── pyproject.toml +│   │   ├── README.md +│   │   └── tests +│   ├── currency +│   │   ├── integration +│   │   ├── openbb_currency +│   │   ├── poetry.lock +│   │   ├── pyproject.toml +│   │   ├── README.md +│   │   └── tests + + ... + +├── providers +│   ├── alpha_vantage +│   │   ├── __init__.py +│   │   ├── openbb_alpha_vantage +│   │   ├── poetry.lock +│   │   ├── pyproject.toml +│   │   ├── README.md +│   │   └── tests +│   ├── benzinga +│   │   ├── dist +│   │   ├── __init__.py +│   │   ├── openbb_benzinga +│   │   ├── poetry.lock +│   │   ├── pyproject.toml +│   │   ├── README.md +│   │   └── tests + + ... + +├── openbb +│   ├── __init__.py +│   ├── package + +├── platform +│   ├── core +│   │   ├── integration +│   │   ├── openbb_core +│   │   │   ├── api +│   │   │   ├── app +│   │   ├── poetry.lock +│   │   ├── pyproject.toml +│   │   ├── README.md +│   │   └── tests +│   │   +│   └── provider +│   ├── openbb_provider +│   ├── poetry.lock +│   ├── pyproject.toml +│   ├── README.md +│   └── tests + +├── EXTENSIONS.md +├── integration +├── PROVIDERS.md +├── pyproject.toml +├── README.md +└── tests + +``` + +
+ +The OpenBB Platform is organized into several key directories, each serving a specific purpose in the architecture of the system. Below is an overview of the main directories and their roles: + +### `extensions` + +This directory houses the various extensions available in the OpenBB Platform. Each extension has its own folder, containing the necessary files for its operation. + +Each extension typically includes: + +- `integration`: Integration tests. +- `openbb_[extension_name]`: Main codebase for the extension. +- `poetry.lock` and `pyproject.toml`: Dependency management files. +- `README.md`: Documentation specific to the extension. +- `tests`: Unit tests for the extension. + +### `providers` + +This directory contains the data providers integrated with the OpenBB Platform. Each provider has its own subdirectory. + +Common files in each provider include: + +- `openbb_[provider_name]`: Core code for the provider's integration. +- `poetry.lock` and `pyproject.toml`: Files for managing dependencies. +- `README.md`: Documentation for the provider. +- `tests`: Unit tests for the provider. + +### `openbb` + +This is the main directory for the OpenBB package, containing the core functionalities and modules of the OpenBB Platform. + +- `package`: Contains the main package files and modules, i.e., the static auto generated files that serve the Python interface. + +### `platform` + +This directory hosts the core platform functionalities (`core`) which is the central part of the OpenBB Platform application. + +### Root Directory Files + +In the root directory, several important files are present: + +- `EXTENSIONS.md`: List of available OpenBB extensions and its maintainers. +- `PROVIDERS.md`: List of available OpenBB providers and its maintainers +- `pyproject.toml`: The main file for managing the platform dependencies. +- `README.md`: The primary entry point for the OpenBB Platform documentation. +- `tests`: Contains tests that are relevant to the overall platform. + +This structure allows for modular development and easy integration of new features, extensions, and providers, making the OpenBB Platform highly scalable and adaptable. + ## How to create a PR? To create a PR to the OpenBB Platform, you'll need to fork the repository and create a new branch. diff --git a/website/content/platform/development/dependency_management.md b/website/content/platform/development/dependency_management.md index fa6aa6d6cb4a..8cb721d3d900 100644 --- a/website/content/platform/development/dependency_management.md +++ b/website/content/platform/development/dependency_management.md @@ -1,6 +1,6 @@ --- title: Dependency Management -sidebar_position: 2 +sidebar_position: 3 description: Dealing with dependencies when developing with the OpenBB Platform. Learn how to add new dependencies to the OpenBB Platform and how to add new dependencies to your custom extension. @@ -17,8 +17,7 @@ import HeadTitle from '@site/src/components/General/HeadTitle.tsx'; ## High-Level Overview -- **Provider**: The base package with no dependencies on other `openbb` packages. -- **Core**: Depends on the Provider and serves as the main infrastructural package. +- **Core**: Serves as the main infrastructural package. - **Extensions**: Utility packages that leverage Core's infrastructure. Each extension is its own package. - **Providers**: Utility packages extending functionality to different providers, where each provider is its own package. @@ -41,7 +40,7 @@ Ensure you're in a fresh conda environment before adjusting dependencies. ## Core and Extensions -### Installation +### Dev Installation For development setup, use the provided script to install all extensions and their dependencies: diff --git a/website/content/platform/development/developer-guidelines/add_custom_data_sources.md b/website/content/platform/development/developer-guidelines/add_custom_data_sources.md deleted file mode 100644 index 7690224a574b..000000000000 --- a/website/content/platform/development/developer-guidelines/add_custom_data_sources.md +++ /dev/null @@ -1,83 +0,0 @@ ---- -title: Add Custom Data Sources -sidebar_position: 5 -description: This guide provides detailed instructions on how to add custom data sources to the OpenBB Platform. It covers the process of creating a custom extension, standardizing data, defining models, and creating a Fetcher class. -keywords: -- OpenBB custom data sources -- Data standardization -- Pydantic models -- Fetcher class -- OpenBB extensions ---- - -import HeadTitle from '@site/src/components/General/HeadTitle.tsx'; - - - -You will get your data either from a CSV file, local database or from an API endpoint. - -If you don't want or don't need to partake in the data standardization framework, you have the option to add all the logic straight inside the router file. This is usually the case when you are returning custom data from your local CSV file, or similar. Keep in mind that we also serve the REST API and that you shouldn't send non-serializable objects as a response (e.g. a pandas dataframe). - -Saying that, we highly recommend following the standardization framework, as it will make your life easier in the long run and unlock a set of features that are only available to standardized data. - -When standardizing, all data is defined using two different pydantic models: - -1. Define the [query parameters](https://github.com/OpenBB-finance/OpenBBTerminal/blob/develop/openbb_platform/provider/openbb_core/provider/abstract/query_params.py) model. -2. Define the resulting [data schema](https://github.com/OpenBB-finance/OpenBBTerminal/blob/develop/openbb_platform/provider/openbb_core/provider/abstract/data.py) model. - -> The models can be entirely custom, or inherit from the OpenBB standardized models. -> They enforce a safe and consistent data structure, validation and type checking. - -We call this the ***Know-Your-Data*** principle. - -After you've defined both models, you'll need to define a `Fetcher` class which contains three methods: - -1. `transform_query` - transforms the query parameters to the format of the API endpoint. -2. `extract_data` - makes the request to the API endpoint and returns the raw data. -3. `transform_data` - transforms the raw data into the defined data model. - -> Note that the `Fetcher` should inherit from the [`Fetcher`](https://github.com/OpenBB-finance/OpenBBTerminal/blob/develop/openbb_platform/provider/openbb_core/provider/abstract/fetcher.py) class, which is a generic class that receives the query parameters and the data model as type parameters. - -After finalizing your models, you need to make them visible to the Openbb Platform. This is done by adding the `Fetcher` to the `__init__.py` file of the `/` folder as part of the [`Provider`](https://github.com/OpenBB-finance/OpenBBTerminal/blob/develop/openbb_platform/provider/openbb_core/provider/abstract/provider.py). - -Any command, that uses the `Fetcher` class you've just defined, will be calling the `transform_query`, `extract_data` and `transform_data` methods under the hood in order to get the data and output it do the end user. - -If you're not sure what's a command and why is it even using the `Fetcher` class, follow along! - -## OpenBB Platform Commands - -The OpenBB Platform will enable you to query and output your data in a very simple way. - -> Any Platform endpoint will be available both from a Python interface and the API. - -The command definition on the Platform follows [FastAPI](https://fastapi.tiangolo.com/) conventions, meaning that you'll be creating **endpoints**. - -The Cookiecutter template generates for you a `router.py` file with a set of examples that you can follow, namely: - -- Perform a simple `GET` and `POST` request - without worrying on any custom data definition. -- Using a custom data definition so you get your data the exact way you want it. - -You can expect the following endpoint structure when using a `Fetcher` to serve the data: - -```python -@router.command(model="Example") -def model_example( - cc: CommandContext, - provider_choices: ProviderChoices, - standard_params: StandardParams, - extra_params: ExtraParams, -) -> OBBject[BaseModel]: - """Example Data.""" - return OBBject(results=Query(**locals()).execute()) -``` - -Let's break it down: - -- `@router.command(...)` - this tells the OpenBB Platform that this is a command. -- `model="Example"` - this is the name of the `Fetcher` dictionary key that you've defined in the `__init__.py` file of the `/` folder. -- `cc: CommandContext` - this contains a set of user and system settings that is useful during the execution of the command - eg. api keys. -- `provider_choices: ProviderChoices` - all the providers that implement the `Example` `Fetcher`. -- `standard_params: StandardParams` - standardized parameters that are common to all providers that implement the `Example` `Fetcher`. -- `extra_params: ExtraParams` - it contains the provider specific arguments that are not standardized. - -You only need to change the `model` parameter to the name of the `Fetcher` dictionary key and everything else will be handled by the OpenBB Platform. diff --git a/website/content/platform/development/developer-guidelines/add_data_point.md b/website/content/platform/development/developer-guidelines/add_data_point.md index d9e773408232..ac495de85ad3 100644 --- a/website/content/platform/development/developer-guidelines/add_data_point.md +++ b/website/content/platform/development/developer-guidelines/add_data_point.md @@ -1,7 +1,7 @@ --- -title: Add a Data Point +title: Integrating Data Sources and Points sidebar_position: 3 -description: This guide provides detailed instructions on how to add a new data point to the OpenBB Platform. It covers the process of creating a new provider, defining query parameters and data output models, and building a Fetcher class. +description: This comprehensive guide is designed to assist developers in integrating custom data sources and adding new data points to the OpenBB Platform. It covers the creation of custom extensions, standardization of data, definition of models, and the construction of a Fetcher class. This document is essential for developers looking to enhance the platform with new data capabilities. keywords: - OpenBB Platform - Data point addition @@ -9,26 +9,49 @@ keywords: - Query parameters - Data output models - Fetcher class +- OpenBB custom data sources +- Data standardization +- Pydantic models +- OpenBB extensions --- import HeadTitle from '@site/src/components/General/HeadTitle.tsx'; - + -In this section, we'll be adding a new data point to the OpenBB Platform. We will add a new provider with an existing [standard data](https://github.com/OpenBB-finance/OpenBBTerminal/tree/develop/openbb_platform/core/provider/standard_models) model. +In this section, we'll be adding a new data point to the OpenBB Platform. We will add a new provider with an existing model, imported from: [openbb_core.provider.standard_models](/platform/data_models). -## Identify which type of data you want to add +## Identify your data -In this example, we'll be adding OHLC stock data that is used by the `obb.equity.price.historical` command. +You will get your data either from a CSV file, local database or from an API endpoint. -Note that, if no command exists for your data, we need to add one under the right router. -Each router is categorized under different extensions (stocks, currency, crypto, etc.). +:::note +If you don't want or don't need to partake in the data standardization framework, you have the option to add all the logic straight inside the router file. This is usually the case when you are returning custom data from your local CSV file, or similar. Keep in mind that we also serve the REST API and that you shouldn't send non-serializable objects as a response (e.g. a pandas dataframe). +::: + +We highly recommend following the standardization framework, as it will make your life easier in the long run and unlock a set of features that are only available to standardized data. + +When standardizing, all data is defined using two different pydantic models: + +1. Define the [query parameters](https://github.com/OpenBB-finance/OpenBBTerminal/blob/develop/openbb_platform/provider/openbb_core/provider/abstract/query_params.py) model. +2. Define the resulting [data schema](https://github.com/OpenBB-finance/OpenBBTerminal/blob/develop/openbb_platform/provider/openbb_core/provider/abstract/data.py) model. + +> The models can be entirely custom, or inherit from the OpenBB standardized models. +> They enforce a safe and consistent data structure, validation and type checking. + +We call this the ***Know-Your-Data*** principle. + +In the following example, we'll be adding historical, end-of-day OHLC (open, high, low, close) equity data that is used by the `obb.equity.price.historical` command. + +Note that if no command exists for your data, we need to add one under the right router. + +Each router is categorized under the relevant extension (equity, currency, crypto, etc.). ## Check if the standard model exists -Given the fact that there's already an endpoint for OHLCV stock data, we can check if the standard exists. +Given the fact that there's already an endpoint for historical equity data, we can check for the existing standard model. -In this case, it's `EquityHistorical` which can be found in `/OpenBBTerminal/openbb_platform/core/provider/standard_models/equity_historical`. +In this case, it's `EquityHistorical` which can be found in the list of data models [here](/platform/data_models). If the standard model doesn't exist: @@ -56,7 +79,8 @@ class EquityHistoricalQueryParams(EquityHistoricalQueryParams): ### Create Data Output model -The data output is the data that is returned by the API endpoint. +The data output model is a data class containing Fields mapping the response of the API. + For the `StockHistorical` example, this would look like the following: ```python @@ -73,11 +97,44 @@ class EquityHistoricalData(EquityHistoricalData): > Note that, since `EquityHistoricalData` inherits from pydantic's `BaseModel`, we can leverage validators to perform additional checks on the output model. A very good example of this, would be to transform a string date into a datetime object. +### Optional vs Required fields when creating models + +When creating a new model, you need to decide whether a field is required or not. + +This is done by using `typing`'s `Optional` when defining the field type. + +In the context of the **Standard Models**: + +- Required: all the providers use that field (either to query or to present data). +- Optional: at least two providers use that field (either to query or to present data). + +In the context of the **Provider Models**: + +- Required: the provider uses that field: + - Needs the field to query the API. + - The data presented by the provider contains that field. +- Optional: the may or may not use that field: + - If the user uses that field, the provider will also use it to query the API. + - The data presented by the provider may or may not contain that field. + +> Learn more about Pydantic's fields [here](https://docs.pydantic.dev/latest/concepts/fields/). + ### Build the Fetcher -The `Fetcher` class is responsible for making the request to the API endpoint and providing the output. +The `Fetcher` class is responsible for processing the Query and turning that into an API request and finally returning the data model. Each fetcher contains three methods that are implemented by its abstract definition: + +- `transform_query` + - Convert a standard query into a provider-specific query +- `extract_data` + - Get the data from the API endpoint +- `transform_data` + - Convert the API response data into a list of standard data models. -It will receive the Query Parameters, and it will return the output while leveraging the pydantic model schemas. +> Read more on the `TET` pattern [here](/platform/development/developer-guidelines/architectural_considerations#the-tet-pattern). + +:::note +Note that the `Fetcher` should inherit from the [`Fetcher`](https://github.com/OpenBB-finance/OpenBBTerminal/blob/develop/openbb_platform/provider/openbb_core/provider/abstract/fetcher.py) class, which is a generic class that receives the query parameters and the data model as type parameters. +::: For the `EquityHistorical` example, this would look like the following: @@ -117,11 +174,10 @@ class EquityHistoricalFetcher( return [EquityHistoricalData.model_validate(d) for d in data] ``` -> Make sure that you're following the TET pattern when building a `Fetcher` - **Transform, Extract, Transform**. See more on this [here](/platform/contributing/developer-guidelines/architectural_considerations#the-tet-pattern). - ## Make the provider visible -In order to make the new provider visible to the OpenBB Platform, you'll need to add it to the `__init__.py` file of the `providers//openbb_/` folder. +After finalizing your models, you need to make them visible to the Openbb Platform. +This is done by adding the `Fetcher` to the `__init__.py` file of the `/` folder as part of the [`Provider`](https://github.com/OpenBB-finance/OpenBBTerminal/blob/develop/openbb_platform/provider/openbb_core/provider/abstract/provider.py). ```python """ Provider module.""" @@ -140,6 +196,50 @@ from openbb_.models.equity_historical import Equity ) ``` +Any command, that uses the `Fetcher` class you've just defined, will be calling the `transform_query`, `extract_data` and `transform_data` methods under the hood in order to get the data and output it do the end user. + If the provider does not require any credentials, you can remove that parameter. On the other hand, if it requires more than 2 items to authenticate, you can add a list of all the required items to the `credentials` list. +:::info After running `pip install .` on `openbb_platform/providers/` your provider should be ready for usage, both from the Python interface and the API. +::: + +If you're not sure what's a command and why is it even using the `Fetcher` class, follow along! + +## OpenBB Platform Commands + +The OpenBB Platform will enable you to query and output your data in a very simple way. + +> Any Platform endpoint will be available both from a Python interface and the API. + +The command definition on the Platform follows [FastAPI](https://fastapi.tiangolo.com/) conventions, meaning that you'll be creating **endpoints**. + +The [Cookiecutter template](https://github.com/OpenBB-finance/openbb-cookiecutter) generates for you a `router.py` file with a set of examples that you can follow, namely: + +- Perform a simple `GET` and `POST` request - without worrying on any custom data definition. +- Using a custom data definition so you get your data the exact way you want it. + +You can expect the following endpoint structure when using a `Fetcher` to serve the data: + +```python +@router.command(model="Example") +def model_example( + cc: CommandContext, + provider_choices: ProviderChoices, + standard_params: StandardParams, + extra_params: ExtraParams, +) -> OBBject[BaseModel]: + """Example Data.""" + return OBBject(results=Query(**locals()).execute()) +``` + +Let's break it down: + +- `@router.command(...)` - this tells the OpenBB Platform that this is a command. +- `model="Example"` - this is the name of the `Fetcher` dictionary key that you've defined in the `__init__.py` file of the `/` folder. +- `cc: CommandContext` - this contains a set of user and system settings that is useful during the execution of the command - eg. api keys. +- `provider_choices: ProviderChoices` - all the providers that implement the `Example` `Fetcher`. +- `standard_params: StandardParams` - standardized parameters that are common to all providers that implement the `Example` `Fetcher`. +- `extra_params: ExtraParams` - it contains the provider specific arguments that are not standardized. + +You only need to change the `model` parameter to the name of the `Fetcher` dictionary key and everything else will be handled by the OpenBB Platform. diff --git a/website/content/platform/development/developer-guidelines/architectural_considerations.md b/website/content/platform/development/developer-guidelines/architectural_considerations.md index 3d2c28b6d7a0..0ca133d1b31d 100644 --- a/website/content/platform/development/developer-guidelines/architectural_considerations.md +++ b/website/content/platform/development/developer-guidelines/architectural_considerations.md @@ -8,6 +8,7 @@ keywords: - Import Statements - TET Pattern - Fetcher Classes +- Core Dependencies --- import HeadTitle from '@site/src/components/General/HeadTitle.tsx'; @@ -16,6 +17,112 @@ import HeadTitle from '@site/src/components/General/HeadTitle.tsx'; ## Important classes +### The `Data` class + +The OpenBB Standardized Data Model. + +The `Data` class is a flexible Pydantic model designed to accommodate various data structures +for OpenBB's data processing pipeline as it's structured to support dynamic field definitions. + +The model leverages Pydantic's powerful validation features to ensure data integrity while +providing the flexibility to handle extra fields that are not explicitly defined in the model's +schema. This makes the `Data` class ideal for working with datasets that may have varying +structures or come from heterogeneous sources. + +Key Features: + +- Dynamic field support: Can dynamically handle fields that are not pre-defined in the model, + allowing for great flexibility in dealing with different data shapes. +- Alias handling: Utilizes an aliasing mechanism to maintain compatibility with different naming + conventions across various data formats. + +Usage: + +The `Data` class can be instantiated with keyword arguments corresponding to the fields of the +expected data. It can also parse and validate data from JSON or other serializable formats, and +convert them to a `Data` instance for easy manipulation and access. + +Example: + +```python +from openbb_core.provider.abstract.data import Data + +# Direct instantiation +data_record = Data(name="OpenBB", value=42) + +# Conversion from a dictionary +data_dict = {"name": "OpenBB", "value": 42} +data_record = Data(**data_dict) +``` + +The class is highly extensible and can be subclassed to create more specific models tailored to +particular datasets or domains, while still benefiting from the base functionality provided by the +`Data` class. + +### The `QueryParams` class + +The QueryParams class is a standardized model for handling query input parameters in the OpenBB platform. It extends the BaseModel from the Pydantic library, which provides runtime data validation and serialization. + +The class includes a dictionary, `__alias_dict__`, which can be used to map the original parameter names to aliases. This can be useful when dealing with different data providers that may use different naming conventions for similar parameters. + +The `__repr__` method provides a string representation of the QueryParams object, which includes the class name and a list of the model's parameters and their values. + +The `model_config` attribute is a `ConfigDict` instance that allows extra fields not defined in the model and populates the model by name. + +The `model_dump` method is used to serialize the model into a dictionary. If the `__alias_dict__` is not empty, it will use the aliases defined in it for the keys in the returned dictionary. If the `__alias_dict__` is empty, it will return the original serialized model. + +### The `Fetcher` class + +The `Fetcher` class is an abstract base class designed to provide a structured way to fetch data from various providers. It uses generics to allow for flexibility in the types of queries, data, and return values it handles. + +The class defines a series of methods that must be implemented by any subclass: `transform_query`, `extract_data`, and `transform_data`. These methods represent the core steps of fetching data: transforming input parameters into a provider-specific query, extracting data from the provider using the query, and then transforming the provider-specific data into a desired format. + +The `fetch_data` method orchestrates these steps, taking in parameters and optional credentials, and returning the transformed data. + +The class also includes a test method for validating the functionality of a fetcher, performing assertions on each stage of the fetch process. + +Additionally, the `Fetcher` class uses a custom `classproperty` decorator to define class-level properties that return the types of the query parameters, return value, and data. + +The `require_credentials` class variable indicates whether credentials are needed to fetch data from the provider. This can be overridden by subclasses as needed. + +:::info +The `Fetcher` class implementation is based on the [TET pattern](/platform/development/developer-guidelines/architectural_considerations#the-tet-pattern). This pattern imposes a standardized structure, namely: + +- Transform the query: the output of this method should be `QueryParams` child. +- Extract the data: the output of this method can be `Any` but it's recommended to be a `Dict` (will facilitate the next step of the fetcher's action, the data transformation). +- Transform the data: the output of this method should be a `List[Data]` or `Data` (or a child of it). +::: + +### The `OBBject` class + +The OBBject class is a generic class in the OpenBB platform that represents a standardized object for handling and manipulating data fetched from various providers. It extends the `Tagged` class and uses Python's generics to allow flexibility in the type of results it can handle. + +The class includes several fields such as results, provider, warnings, chart, and extra, which respectively represent the fetched data, the data provider, any warnings generated during data fetching, an optional chart object for visualizing the data, and a dictionary for any additional information. + +The class provides several methods for converting the fetched data into different formats, including `to_df` (or `to_dataframe`) for converting to a pandas DataFrame, `to_polars` for converting to a Polars DataFrame, `to_numpy` for converting to a numpy array, and `to_dict` for converting to a dictionary. + +The `to_chart` method allows for creating or updating a chart based on the fetched data, and the show method is used to display the chart. + +The class also includes a `__repr__` method for a human-readable representation of the object, and a `model_parametrized_name method` for returning the model name with its parameters. + +### The `Router` class + +The `Router` class in the OpenBB platform is responsible for managing and routing API requests. It uses the `APIRouter` from the FastAPI library to handle routing. + +The class includes a command method that allows for the registration of callable functions as API endpoints. This method takes care of setting up the API route, including defining the HTTP methods, response models, operation IDs, and other necessary parameters for the API endpoint. + +The `include_router` method allows for the inclusion of another router, effectively merging the routes from the included router into the current one. + +The `Router` class also interacts with the `SignatureInspector` class to validate and complete function signatures, ensuring that the functions registered as API endpoints have the correct parameters and return types. + +The `api_router` property provides access to the underlying APIRouter instance, allowing for direct interaction with the FastAPI routing system if needed. + +:::info +The `Router` class exposes a `command` decorator that allows for the registration of callable functions as API endpoints. This method takes care of setting up the API route, including defining the HTTP methods, response models, operation IDs, and other necessary parameters for the API endpoint. + +This decorator enforces that the decorated function (of type `Callable`) returns an `OBBject` instance. I.e., the signature of a decorated function should translate to `Callable[P, OBBject]` (a callable object (like a function) that takes arguments of type `P` and returns an object of type `OBBject`). +::: + ## Import statements ```python @@ -40,6 +147,9 @@ from openbb_core.app.router import Router ## The TET pattern The TET pattern is a pattern that we use to build the `Fetcher` classes. It stands for **Transform, Extract, Transform**. + +![Diagram](https://github.com/OpenBB-finance/OpenBBTerminal/assets/48914296/ae9908be-00c0-40af-8acb-afeeb9629f2b) + As the OpenBB Platform has its own standardization framework and the data fetcher are a very important part of it, we need to ensure that the data is transformed and extracted in a consistent way, to help us do that, we came up with the **TET** pattern, which helps us build and ship faster as we have a clear structure on how to build the `Fetcher` classes. 1. **Transform** query @@ -48,7 +158,7 @@ As the OpenBB Platform has its own standardization framework and the data fetche transform_query(params: Dict[str, Any]) ``` - Transforms the query parameters. Given a `params` dictionary this method should return the transformed query parameters as a [`QueryParams`](https://github.com/OpenBB-finance/OpenBBTerminal/blob/develop/openbb_platform/core/provider/abstract/query_params.py) child so that we can leverage the pydantic model schemas and validation into the next step. This might also be the place do perform some transformations on any given parameter, i.e., if you want to transform an empty date into a `datetime.now().date()`. + Transforms the query parameters. Given a `params` dictionary this method should return the transformed query parameters as a [`QueryParams`](https://github.com/OpenBB-finance/OpenBBTerminal/blob/develop/openbb_platform/core/openbb_core/provider/abstract/query_params.py) child so that we can leverage the pydantic model schemas and validation into the next step. This might also be the place do perform some transformations on any given parameter, i.e., if you want to transform an empty date into a `datetime.now().date()`. 2. **Extract** data @@ -64,26 +174,31 @@ As the OpenBB Platform has its own standardization framework and the data fetche transform_data(query: ExampleQueryParams, data: Dict, **kwargs: Any) -> List[ExampleHistoricalData] ``` - Transforms the raw data into the defined data model. Given the transformed query parameters (might be useful for some filtering), the raw data and any other extra arguments, this method should return the transformed data as a list of [`Data`](https://github.com/OpenBB-finance/OpenBBTerminal/blob/develop/openbb_platform/core/provider/abstract/data.py) children. + Transforms the raw data into the defined data model. Given the transformed query parameters (might be useful for some filtering), the raw data and any other extra arguments, this method should return the transformed data as a list of [`Data`](https://github.com/OpenBB-finance/OpenBBTerminal/blob/develop/openbb_platform/core/openbb_core/provider/abstract/data.py) children. ## Data processing commands The data processing commands are commands that are used to process the data that may or may not come from the OpenBB Platform. -In order to create a data processing framework general enough to be used by any extension, we've created a special abstract class called `Data`](https://github.com/OpenBB-finance/OpenBBTerminal/blob/develop/openbb_platform/core/provider/abstract/data.py) which **all** standardized (and consequently its child classes) will inherit from. -Why is this important? -So that we can ensure that all `OBBject.results` will share a common ground on which we can apply out-of-the-box data processing commands, such as the `ta`, `qa` or the `econometrics` menus. +In order to create a data processing framework general enough to be used by any extension, we've created a special abstract class called [`Data`](https://github.com/OpenBB-finance/OpenBBTerminal/blob/develop/openbb_platform/core/openbb_core/provider/abstract/data.py) which **all** standardized (and consequently its child classes) will inherit from. + +**Why is this important?** + +We ensure that all `OBBject.results` will share a common ground on which we can apply out-of-the-box data processing commands, such as the `ta`, `qa`, or the `econometrics` menus. + +**But what's really the `Data` class?** -But what's really the `Data` class? It's a pydantic model that inherits from the `BaseModel` and can contain any given number of extra fields. In practice, it looks as follows: ```python +from openbb import obb ->>> res = obb.equity.price.historical("AAPL") ->>> res.results[0] +res = obb.equity.price.historical("AAPL") +res.results[0] +``` +```python AVEquityHistoricalData(date=2023-11-03 00:00:00, open=174.24, high=176.82, low=173.35, close=176.65, volume=79829246.0, vwap=None, adj_close=None, dividend_amount=None, split_coefficient=None) - ``` > The `AVEquityHistoricalData` class, is a child class of the `Data` class. @@ -91,6 +206,7 @@ AVEquityHistoricalData(date=2023-11-03 00:00:00, open=174.24, high=176.82, low=1 Note how we've indexed to get only the first element of the `results` list (which represents a single row, if we want to think about it as a tabular output). This simply means that we are getting a `List` of `AVEquityHistoricalData` from the `obb.equity.price.historical` command. Or, we can also say that that's equivalent to `List[Data]`! This is very powerful, as we can now apply any data processing command to the `results` list, without worrying about the underlying data structure. + That's why, on data processing commands (such as the `ta` menu) we will find on its function signature the following: ```python @@ -116,31 +232,35 @@ Not at all! Consider the following example: ```python ->>> from openbb_core.provider.abstract.data import Data ->>> my_data_item_1 = {"open": 1, "high": 2, "low": 3, "close": 4, "volume": 5, "date": "2020-01-01"} ->>> my_data_item_1_as_data = Data.model_validate(my_data_item_1) ->>> my_data_item_1_as_data - -Data(open=1, high=2, low=3, close=4, volume=5, date=2020-01-01) +from openbb_core.provider.abstract.data import Data +my_data_item_1 = {"open": 1, "high": 2, "low": 3, "close": 4, "volume": 5, "date": "2020-01-01"} +my_data_item_1_as_data = Data.model_validate(my_data_item_1) +my_data_item_1_as_data +``` +```python +Data(open=1, high=2, low=3, close=4, volume=5, date="2020-01-01") ``` This means that the `Data` class is cleaver enough to understand that you are passing a dictionary and it will try to validate it for you. -In other words, if you're using data that doesn't come from the OpenBBPlatform, you only need to ensure it's parsable by the `Data` class and you'll be able to use the data processing commands. + +In other words, if you're using data that doesn't come from the OpenBB Platform, you only need to ensure it's parsable by the `Data` class and you'll be able to use the data processing commands. + In other words, imagine you have a dataframe that you want to use with the `ta` menu. You can do the following: ```python ->>> res = obb.equity.price.historical("AAPL") ->>> my_df = res.to_dataframe() # yes, you can convert your OBBject.results into a dataframe out-of-the-box! ->>> my_records = df.to_dict(orient="records") +res = obb.equity.price.historical("AAPL") +my_df = res.to_dataframe() # yes, you can convert your OBBject.results into a dataframe out-of-the-box! +my_records = df.to_dict(orient="records") ->>> obb.ta.ema(data=my_record) +obb.ta.ema(data=my_record) +``` +```console OBBject -results: [{'close': 77.62, 'close_EMA_50': None}, {'close': 80.25, 'close_EMA_50': ... # this is a `List[Data]` yet again - +results: [{'close': 77.62, 'close_EMA_50': None}, {'close': 80.25, 'close_EMA_50': ...}] # this is a `List[Data]` yet again ``` > Note that that for this example we've used the `OBBject.to_dataframe()` method to have an example dataframe, but it could be any other dataframe that you have. @@ -148,10 +268,10 @@ results: [{'close': 77.62, 'close_EMA_50': None}, {'close': 80.25, 'close_EMA_50 ## Python Interface When using the OpenBB Platform on a Python Interface, docstrings and type hints are your best friends as it provides plenty of context on how to use the commands. + Looking at an example on the `ta` menu: ```python - def ema( self, data: Union[List[Data], pandas.DataFrame], @@ -161,9 +281,6 @@ def ema( offset: int = 0, chart: bool = False, ) -> OBBject[List[Data]]: - - ... - ``` We can easily deduct that the `ema` command accept data in the formats of `List[Data]` or `pandas.DataFrame`. @@ -175,7 +292,6 @@ We can easily deduct that the `ema` command accept data in the formats of `List[ When using the OpenBB Platform on a API Interface, the types are a bit more limited than on the Python one, as, for example, we can't use `pandas.DataFrame` as a type. However the same principles apply for what `Data` means, i.e., any given data processing command, which are characterized as POST endpoints on the API, will accept data as a list of records on the **request body**, i.e.: ```json - [ { "open": 80, @@ -184,7 +300,26 @@ When using the OpenBB Platform on a API Interface, the types are a bit more limi "close": 77.62, "volume": 2487300 } - ... ] - ``` + +## Core Dependencies + +The OpenBB Platform core relies on a set of carefully selected Python libraries to provide its functionality. These dependencies include: + +> Note that, in this context by core we mean the `openbb-core` package. + +- FastAPI for building the API. +- Uvicorn as the ASGI server. +- Pandas for data manipulation and analysis. +- Pydantic for data validation and serialization using Python type annotations. +- Requests for making HTTP requests. +- Websockets for handling WebSocket connections. + +These dependencies are specified in the `pyproject.toml` files. + +### Importance of a Lean Core + +Keeping the OpenBB Platform core as lean as possible is crucial for maintaining the platform's performance, ease of use, and flexibility. A lean core means faster installation times, less memory usage, and overall better performance. It also reduces the risk of conflicts between dependencies and makes the platform easier to maintain and update. + +Moreover, a lean core allows for greater flexibility. Users of the platform can add additional functionality through extensions without being burdened by unnecessary core dependencies. This makes the OpenBB Platform adaptable to a wide range of use cases and requirements. diff --git a/website/content/platform/development/developer-guidelines/build_openbb_extensions.md b/website/content/platform/development/developer-guidelines/build_openbb_extensions.md index ba11c758e69e..ee941f8c5bd4 100644 --- a/website/content/platform/development/developer-guidelines/build_openbb_extensions.md +++ b/website/content/platform/development/developer-guidelines/build_openbb_extensions.md @@ -1,6 +1,6 @@ --- title: Building Extensions for OpenBB Platform -sidebar_position: 2 +sidebar_position: 4 description: This guide provides a comprehensive walkthrough on how to create custom extensions for the OpenBB Platform. It covers the process from generating the extension structure to sharing it with the community. keywords: - OpenBB Platform @@ -14,7 +14,19 @@ import HeadTitle from '@site/src/components/General/HeadTitle.tsx'; -We have a **Cookiecutter** template that will help you get started. It serves as a jumpstart for your extension development, so you can focus on the data and not on the boilerplate. +In order to speed up the process of building an extension, we have provided a **Cookiecutter** template. It serves as a jumpstart for your extension development, so you can focus on the data and not on the boilerplate. + +:::info +Take into consideration that building an extension requires a good understanding of the OpenBB Platform and that it is limited to a small set of use cases. +Before starting, please read the [Integrating Data Sources and Points](/platform/development/developer-guidelines/add_data_point) guide to make sure you really need a new extension. + +Extension use cases might include: + +- Adding a new data provider +- Adding a new toolkit +- Adding a new charting library +- Adding a new asset class +::: Please refer to the [Cookiecutter template](https://github.com/OpenBB-finance/openbb-cookiecutter) and follow the instructions there. @@ -35,3 +47,78 @@ The high level steps are: 2. **Use Loose Versioning**: If possible, specify a range to maintain compatibility. E.g., `>=1.4,<1.5`. 3. **Testing**: Test your extension with the Platform's core to avoid conflicts. Both unit and integration tests are recommended. 4. **Document Dependencies**: Use `pyproject.toml` and `poetry.lock` for clear, up-to-date records. + + +## Walkthrough + +If you do not wish to use the cookiecutter template, this section will walk through the steps of creating a new provider extension. + +### Generate the extension structure + +We first create a new directory for our provider. This should be located under the `openbb_platform/providers` directory. If I am adding `cooldatasource`, I would create the following directory structure: + +```md +cooldatasource/ +├── openbb_cooldatasource/ +│ ├── models/ +│ │ └── cooldatamodel.py +│ ├── utils/ +│ │ └── helper_functions.py +│ └── __init__.py +├── pyproject.toml +└── README.md +``` + +In this structure, the `cooldatamodel.py` and `helper_functions.py` are the folders handling the logic for obtaining data, as described in the next sections. +The `__init__.py` defines the provider, using the following code: + +```python +from openbb_core.provider.abstract.provider import Provider +cooldatasource_provider = Provider( + name="cooldatasource", + website="", + description="", + credentials=["api_key"], + fetcher_dict={ + "MyModel": MyFetcher, + }, +) +``` +The pyproject.toml defines the package itself + +```[tool.poetry] +name = "openbb-cooldatasource" +version = "latest version" +description = "Cool OpenBB Extension" +authors = ["You"] +readme = "README.md" +packages = [{ include = "openbb_cooldatasource" }] + +[tool.poetry.dependencies] +python = "^3.9" +openbb-core = "latest openbb core version" + +[build-system] +requires = ["poetry-core"] +build-backend = "poetry.core.masonry.api" + +[tool.poetry.plugins."openbb_provider_extension"] +cooldatasource = "openbb_cooldatasource:cooldatasource_provider" +``` +Where the last line (poetry.plugins) maps to the provider defined in the `__init__.py` file. + +### Install your dependencies and package + +The next step is to install the dependencies. We use poetry for dependency management, so from our new directory, we generate the lock file using: +```console +poetry lock +``` +In order to use the extension we will install it using pip. For development mode, we run the following from our directory +```console +pip install -e . +``` +This will install the extension in editable mode, so any changes we make will be reflected in the installed package. + +### Use your provider extension + +Once this is installed, you can use it directly in the openbb package. If you wish to add this to the repo, please follow the instructions in the contributing section, which enforces QA guidelines for adding tests and ensuring the package is implemented properly. diff --git a/website/content/platform/development/developer-guidelines/devtools.md b/website/content/platform/development/developer-guidelines/devtools.md new file mode 100644 index 000000000000..59f3df1fdbed --- /dev/null +++ b/website/content/platform/development/developer-guidelines/devtools.md @@ -0,0 +1,48 @@ +--- +title: DevTools +sidebar_position: 2 +description: This page provides information about the `openbb-devtools` package, which includes a range of dependencies essential for robust and efficient software development on the OpenBB Platform. +keywords: +- DevTools +- Python +- Development +- OpenBB Platform +- Dependencies +--- + +import HeadTitle from '@site/src/components/General/HeadTitle.tsx'; + + + +Please refer to the following PyPI distributed package: https://pypi.org/project/openbb-devtools/ + +This Python package, `openbb-devtools`, is designed for OpenBB Platform Developers and contains a range of dependencies essential for robust and efficient software development. + +These dependencies cater to various aspects like code formatting, security analysis, type checking, testing, and kernel management. + +The inclusion of these packages ensures that the development process is streamlined, the code quality is maintained, and the software is secure and reliable. + +Included dependencies: + +- `ruff`: A fast Python linter focused on performance and simplicity. +- `pylint`: A tool that checks for errors in Python code, enforces a coding standard, and looks for code smells. +- `mypy`: A static type checker for Python, helping catch type errors during development. +- `pydocstyle`: A linter for Python docstrings to ensure they meet certain style requirements. +- `black`: An uncompromising Python code formatter, ensuring consistent code style. +- `bandit`: A tool designed to find common security issues in Python code. +- `pre-commit`: Manages and maintains pre-commit hooks that run checks before each commit, ensuring code quality. +- `nox`: A generic virtualenv management and test command line tool for running tests in isolated environments. +- `pytest`: A mature full-featured Python testing tool that helps in writing better programs. +- `pytest-cov`: A plugin for pytest that measures code coverage during testing. +- `ipykernel`: A package that provides the IPython kernel for Jupyter. +- `types-python-dateutil`: Type stubs for python-dateutil, aiding in static type checking. +- `types-toml`: Type stubs for TOML, useful for static type checking in TOML parsing. +- `poetry`: A tool for dependency management and packaging in Python. + +Each dependency plays a critical role in ensuring the code is clean, efficient, and functional, ultimately leading to the development of high-quality software. + +While developing code for the OpenBB Platform, one should always install the DevTools packages so that the above development tooling is available out-of-the-box. + +:::info +When setting up the environment using the `openbb_platform/dev_install.py` script, the DevTools will also be installed. +::: diff --git a/website/content/platform/development/developer-guidelines/expecations_for_developers.md b/website/content/platform/development/developer-guidelines/expecations_for_developers.md deleted file mode 100644 index 8d0739930d01..000000000000 --- a/website/content/platform/development/developer-guidelines/expecations_for_developers.md +++ /dev/null @@ -1,36 +0,0 @@ ---- -title: Expectations for Developers -sidebar_position: 1 -description: This guide outlines the expectations for developers contributing to the OpenBB Platform. It covers key areas such as use cases, documentation, code quality, testing, performance, and collaboration. -keywords: -- OpenBB Platform -- Developer guidelines -- Code quality -- Testing -- Collaboration ---- - -import HeadTitle from '@site/src/components/General/HeadTitle.tsx'; - - - -1. Use Cases: - - Ensure that your extensions or features align with the broader goals of the application. - - Understand that the OpenBB Platform is designed to be foundational; build in a way that complements and doesn't conflict with its core functionalities. - -2. Documentation: - - Provide clear and comprehensive documentation for any new feature or extension you develop. - -3. Code Quality: - - Adhere to the coding standards and conventions of the OpenBB Platform. - - Ensure your code is maintainable, well-organized, and commented where necessary. - -4. Testing: - - Thoroughly test any new feature or extension to ensure it works as expected. - -5. Performance: - - Ensure that your extensions or features do not adversely affect the performance of the OpenBB Platform. - - Optimize for scalability, especially if you anticipate high demand for your feature. - -6. Collaboration: - - Engage with the OpenBB community to gather feedback on your developments. diff --git a/website/content/platform/development/developer-guidelines/obbject.md b/website/content/platform/development/developer-guidelines/obbject.md new file mode 100644 index 000000000000..3600c3765630 --- /dev/null +++ b/website/content/platform/development/developer-guidelines/obbject.md @@ -0,0 +1,135 @@ +--- +title: OpenBB OBBject +sidebar_position: 7 +description: This page provides information about the OBBject class in the OpenBB Platform. This class provides the interface to interact with commands +keywords: +- OBBject +- Python +- Development +- OpenBB Platform +- Results +- Commands +- Pandas +- DataFrame +- Polars +- Numpy +--- + +import HeadTitle from '@site/src/components/General/HeadTitle.tsx'; + + + +The OBBject (OpenBB Object) is at the heart of developing around the OpenBB Platform. Every command will return this class as the command output. This class contains the following attributes: + +- results + - This contains serializable data that was obtained by running the command. +- provider + - The name of the provider that was used to obtain the data. +- Warnings + - Any warnings that were generated by the command. +- Extra + - Additional metadata about the command run, including any arguments, the route, the timestamp, etc. + +## Example + +In the python interface, the OBBject class is returned by every command. The following example shows how to access the results of a command: + +```python +from openbb import obb + +obbject = obb.equity.price.historical("AAPL", provider="fmp") + +display(obbject) +``` + +```console +OBBject + +id: 0655d06a-8797-7310-8000-4daaa1d47936 +results: [{'date': datetime.datetime(2023, 11, 21, 0, 0), 'open': 191.41, 'high': 1... +provider: fmp +warnings: None +chart: None +extra: {'metadata': {'arguments': {'provider_choices': {'provider': 'fmp'}, 'standa... +``` + +The output type is ``. + +If we look at the results attribute, we see that we are returned a list of the Data models used, i.e + +```python +obbject.results[0] +``` + +```console +FMPEquityHistoricalData(date=2023-11-21 00:00:00, open=191.41, high=191.5, low=189.74, close=190.375, volume=24029603, vwap=190.54, label=November 21, 23, adj_close=190.375, unadjusted_volume=24029603.0, change=-1.03, change_percent=-0.5407241, change_over_time=-0.005407241) +``` + +In general, this will not be how you want to ingest or modify your data, so to help with this we have provided some methods. + +## OBBject Methods + +We understand that there is no one size fits all solution for data ingestion and manipulation, so we have provided a few methods to help with this and handle the conversion from Obbject to your preferred data type. These methods are accessed by running `obbject.`. + +### to_dataframe() + +One of the most popular libraries for python data manipulation, this method will return a pandas dataframe with the results. We have designed this function to work with various data structures we have encountered. Given the time series nature of the data, we set the index to be `date` if that column appears in the models. + +This also has the shorter alias `to_df()`. + +```python +type(obb.equity.price.historical("AAPL", provider="fmp").to_dataframe()) +``` + +```console + +``` + +### to_dict(orient) + +A very common data structure is to return the data in a dictionary. This model provides an interface to do so, with options to return the dictionary in different orientations, just as in the pandas `to_dict()` method. The default method will return a dictionary that allows you to index to obtain data: + +```python +to_dict = obb.equity.price.historical("AAPL", provider="fmp").to_dict()["open"][:10] +``` + +```console +[150.16, 148.13, 149.45, 148.31, 145.14, 144.29, 141.4, 148.21, 145.96, 147.77] +``` + +Orienting as records will give you a list of dictionaries, commonly used in JSON data structures: + +```python +obb.equity.price.historical("AAPL", provider="fmp").to_dict("records")[0] +``` + +```python +{'open': 144.29, +'high': 144.81, +'low': 140.35, +'close': 141.17, +'volume': 83763800, +'vwap': 142.11, +'label': 'November 29, 22', +'adj_close': 140.39, +'unadjusted_volume': 83763800.0, +'change': -3.12, +'change_percent': -2.16, +'change_over_time': -0.0216} +``` + +### Others + +In addition to these two highly used methods, we have also provided the following methods: + +#### to_numpy() + +Returns numpy arrays of the results. Note that this loses the column names, so you will need to index the array to obtain the data. + +#### to_polars() + +Growing in popularity, polars is a blazingly fast dataframe library. This method will return a polars dataframe. Note that we do not include polars in the core dependency tree, so it needs to be installed separately. + +--- + +More information can be found on the [OpenBB Core Readme](https://github.com/OpenBB-finance/OpenBBTerminal/blob/develop/openbb_platform/core/README.md) diff --git a/website/content/platform/development/developer-guidelines/obbject_extensions.md b/website/content/platform/development/developer-guidelines/obbject_extensions.md new file mode 100644 index 000000000000..e22004a85e7c --- /dev/null +++ b/website/content/platform/development/developer-guidelines/obbject_extensions.md @@ -0,0 +1,86 @@ +--- +title: OBBject Extensions +sidebar_position: 8 +description: This page provides information about how to write extensions for the OpenBB OBBject class. +keywords: +- OBBject +- Python +- Development +- OpenBB Platform +--- + +import HeadTitle from '@site/src/components/General/HeadTitle.tsx'; + + + +As mentioned, OpenBB provides some basic methods for interacting with common data structures that will be seen in the results attribute. +If you are working with custom data, or adding new endpoints, it is possible that you will want to have your own methods for interacting with the data. +The OpenBB Platform provides a way to do this by extending the OBBject class. +The architecture for extensions was designed similar to how extensions and accessors are done in pandas, and relies on plugins through the poetry dependency management package. + +This page will go through the steps of developing a simple, custom extension for the OBBject class. + +### Folder structure + +```shell +example +├── README.md +├── openbb_example +│ └── __init__.py +├── poetry.lock +└── pyproject.toml +``` + +### Writing the extension + +In this example the extension code all lives inside `__init__.py`. + +First we create an `Extension` class instance to tell `openbb-core` our extension name and any required credentials to be available at `obb.user.credentials`. + +```python +from openbb_core.app.model.extension import Extension + +ext = Extension(name="example", credentials=["some_api_key"]) +``` + +The credentials are required if the extension uses a key for data or a service, or it can alternatively be connection information for a database, or any other information that needs to be passed to the extension. + +Now we define the extension functionality. The decorator `@ext.obbject_accessor` registers an accessor in each `OBBject` that is returned when a command is executed. This accessor is just a namespace that will contain the methods defined in the decorated class. + +Here, we just add a method to say hi: + +```python +@ext.obbject_accessor +class Example: + def __init__(self, obbject): + self._obbject = obbject + + def hello(self): + api_key = self._obbject._credentials.some_api_key.get_secret_value() + print(f"Hello, this is my credential: {api_key}!") +``` + +### Entry Point + +The `pyproject.toml` file will specify the usual setup and dependency information. Additionally, we need to include the following block: + +```toml +[tool.poetry.plugins."openbb_obbject_extension"] +example = "openbb_example:ext" +``` + +With this in the file, we can install the extension by running `poetry install` from the extension folder. + +### Using the extension + +Now that the extension is installed and built, we can use it! Because we are extending the `OBBject`, this will be available on any function: + +```shell +>>> from openbb import obb +>>> obb.user.credentials.some_api_key = "test" +>>> obbject = obb.equity.price.historical("AAPL") +>>> obbject.example.hello() +Hello, this is my credential: test! +``` + +In this example, we have added obbject.example as the extension and can use the .hello() functionality right from our OBBject. diff --git a/website/content/platform/development/developer-guidelines/validators.md b/website/content/platform/development/developer-guidelines/validators.md new file mode 100644 index 000000000000..40fd375b709a --- /dev/null +++ b/website/content/platform/development/developer-guidelines/validators.md @@ -0,0 +1,144 @@ +--- +title: Validators +sidebar_position: 4 +description: This guide provides detailed instructions on how and where validators should be used. +keywords: +- OpenBB Platform +- Data point addition +- Provider creation +- Query parameters +- Data output models +- Fetcher class +- validator +- field +- param +- Fast API +--- + +import HeadTitle from '@site/src/components/General/HeadTitle.tsx'; + + + +Both QueryParams and Data models can benefit from the tactical use of Pydantic validators. This page will outline some of the key scenarios where they are deployed. Overall, they assist with enforcing Fast API compliance for both inputs and outputs. + +## Why Use Validators? + +Some situations where they are used include: + +- A query parameter accepts a List. +- A query parameter is a date. +- A query parameter requires a dynamic default state. +- A data field is a date. +- A data field is a number but the source values contain string elements. + +## Examples + +### String or List of Strings + +To enforce compliance with Fast API, a list needs to be converted to a comma-separated string. This type of validator works on the **input** of the model, and it ensures that both the Python interface and the Rest API are able to accept a list of symbols, or just one. + +```python +from typing import List, Optional, Set, Union +from datetime import ( + date as dateType, + datetime, + timedelta, +) +from dateutil import parser +from openbb_core.provider.abstract.query_params import QueryParams +from openbb_core.provider.utils.descriptions import QUERY_DESCRIPTIONS +from pydantic import Field, field_validator, model_validator + +class EquityHistoricalQueryParams(QueryParams): + """Equity Historical Price Query.""" + + symbol: str = Field(description=QUERY_DESCRIPTIONS.get("symbol", "")) + interval: Optional[str] = Field( + default="1d", + description=QUERY_DESCRIPTIONS.get("interval", ""), + ) + start_date: Optional[dateType] = Field( + default=None, + description=QUERY_DESCRIPTIONS.get("start_date", ""), + ) + end_date: Optional[dateType] = Field( + default=None, + description=QUERY_DESCRIPTIONS.get("end_date", ""), + ) + + @field_validator("symbol", mode="before", check_fields=False) + @classmethod + def upper_symbol(cls, v: Union[str, List[str], Set[str]]): + """Convert symbol to uppercase.""" + if isinstance(v, str): + return v.upper() + return ",".join([symbol.upper() for symbol in list(v)]) + +symbols = ["AAPL", "MSFT", "GOOG"] +params = EquityHistoricalQueryParams(symbol=symbols) + +params.model_dump() +``` + +```python +{'symbol': 'AAPL,MSFT,GOOG', + 'interval': '1d', + 'start_date': None, + 'end_date': None} +``` + +The list of symbols can also be entered as a comma-separated string: + +```python +symbols = "AAPL,MSFT,GOOG" +params = EquityHistoricalQueryParams(symbol=symbols) +params.model_dump() +``` + +```python +{'symbol': 'AAPL,MSFT,GOOG', + 'interval': '1d', + 'start_date': None, + 'end_date': None} +``` + +### Dynamic Default Date + +It might be desirable to have a default date parameter that is not static. To allow this, we must set the default as `None`, and use the `model_validator`. The block below is added to the class defined above. + +```python + @model_validator(mode="before") + @classmethod + def validate_dates(cls, values) -> dict: + """Validate the query parameters.""" + if values.get("start_date") is None: + values["start_date"] = (datetime.now() - timedelta(days=90)).strftime( + "%Y-%m-%d" + ) + if values.get("end_date") is None: + values["end_date"] = datetime.now().strftime("%Y-%m-%d") + return values +``` + +```python +params = EquityHistoricalQueryParams(symbol=symbols) +params.model_dump() +``` + +```python +{'symbol': 'AAPL,MSFT,GOOG', + 'interval': '1d', + 'start_date': datetime.date(2023, 8, 30), + 'end_date': datetime.date(2023, 11, 28)} +``` + +### Formatting Dates + +Providers will format dates in a number of ways. OpenBB uses YYYY-MM-DD as the standard convention. Validators are setup to parse the date from the source format to the desired one. The validator below is used in some data models to convert date values to a datetime object. + +```python + @field_validator("date", mode="before", check_fields=False) + def date_validate(cls, v): # pylint: disable=E0213 + """Return formatted datetime.""" + return parser.isoparse(str(v)) +``` diff --git a/website/content/platform/development/index.md b/website/content/platform/development/index.md index b8b23c31e8a2..b7351f5d5c5a 100644 --- a/website/content/platform/development/index.md +++ b/website/content/platform/development/index.md @@ -28,20 +28,20 @@ import HeadTitle from '@site/src/components/General/HeadTitle.tsx'; This section provides guidelines for contributing to the OpenBB Platform. Throughout it, we will be differentiating between two types of contributors: Developers and Contributors. -1. **Developers**: Those who are building new features or extensions for the OpenBB Platform or leveraging the OpenBB Platform. -2. **Contributors**: Those who contribute to the existing codebase, by opening a Pull Request, thus giving back to the community. +1. **Developers**: Those who are building new features or new extensions for the OpenBB Platform or leveraging the OpenBB Platform for custom applications. +2. **Contributors**: Those who contribute to the existing codebase, by opening a Pull Request, thus giving back to the community. This can include bug fixes, enhancements, documentation, and more. **Why is this distinction important?** -The OpenBB Platform is designed as a foundation for further development. We anticipate a wide range of creative use cases for it. Some use cases may be highly specific or detail-oriented, solving particular problems that may not necessarily fit within the OpenBB Platform Github repository. This is entirely acceptable and even encouraged. This document provides a comprehensive guide on how to build your own extensions, add new data points, and more. +The OpenBB Platform has been designed to be the foundation for further development of applications regarding investment research. We anticipate a wide range of creative use cases for it. Some use cases may be highly specific or detail-oriented, solving particular problems that may not necessarily fit within the OpenBB Platform Github repository. This is entirely acceptable and even encouraged. This document provides a comprehensive guide on how to build your own extensions, add new data points, and more. The **Developer** role, as defined in this document, can be thought of as the foundational role. Developers are those who use the OpenBB Platform as is or build upon it. -Conversely, the **Contributor** role refers to those who enhance the OpenBB Platform codebase (either by directly adding to the OpenBB Platform or by extending the [extension repository](/platform/extensions)). Contributors are willing to go the extra mile, spending additional time on quality assurance, testing, or collaborating with the OpenBB development team to ensure adherence to standards, thereby giving back to the community. +The **Contributor** role refers to those who enhance the OpenBB Platform codebase (either by directly adding to the OpenBB Platform or by creating an [extension](/platform/extensions)). Contributors are willing to go the extra mile, spending additional time on quality assurance, testing, or collaborating with the OpenBB development team to ensure adherence to standards, thereby giving back to the community. ## Quick look into the OpenBB Platform -The OpenBB Platform is built by the Open-Source community and is characterized by its core and extensions. The core handles data integration and standardization, while the extensions enable customization and advanced functionalities. The OpenBB Platform is designed to be used both from a Python interface and a REST API. +The OpenBB Platform was built by the Open-Source community and is characterized by its core and extensions. The core handles data integration and standardization, while extensions enable customization and advanced functionalities. The OpenBB Platform is designed to be used from either a REST API or from a Python package. The REST API is built on top of FastAPI and can be started by running the following command from the root: @@ -49,15 +49,13 @@ The REST API is built on top of FastAPI and can be started by running the follow uvicorn openbb_platform.platform.core.openbb_core.api.rest_api:app --host 0.0.0.0 --port 8000 --reload ``` -The Python interfaces we provide to users is the `openbb` python package. +The Python interface we provide to users is the `openbb` python package. -The code you will find in this package is generated from a script and it is just a wrapper around the `openbb-core` and any installed extensions. +The code you will find in this package is generated from a script, which is a wrapper around the `openbb-core` with any additional extensions that are installed. -When the user runs `import openbb`, `from openbb import obb` or other variants, the script that generates the packaged code is triggered. It detects if there are new extensions installed in the environment and rebuilds the packaged code accordingly. If new extensions are not found, it just uses the current packaged version. +When the user runs `import openbb`, `from openbb import obb` or other variants, the script that generates the packaged code is triggered. It detects if there are new extensions installed in the environment and rebuilds the packaged code accordingly. If new extensions are not found, it uses the current packaged version. -When you are developing chances are you want to manually trigger the package rebuild. - -You can do that with: +In the case you wish to manually trigger a rebuild of the package (see more in the contributing information), the following command can be run: ```python python -c "import openbb; openbb.build()" @@ -69,7 +67,7 @@ The Python interface can be imported with: from openbb import obb ``` -This document will take you through two types of contributions: +The remainder of this document will take you through two types of contributions: 1. Building a custom extension 2. Contributing directly to the OpenBB Platform @@ -77,8 +75,8 @@ This document will take you through two types of contributions: Before moving forward, please take a look at the high-level view of the OpenBB Platform architecture. We will go over each bit in this document. - - OpenBB Platform High-Level Architecture + + OpenBB Platform High-Level Architecture ### What is the Standardization Framework? @@ -97,7 +95,7 @@ Usage of these models will unlock a set of perks that are only available to stan The standard models are defined under the `/OpenBBTerminal/openbb_platform/platform/core/provider/standard_models/` directory. -They define the [`QueryParams`](https://github.com/OpenBB-finance/OpenBBTerminal/blob/develop/openbb_platform/core/provider/abstract/query_params.py) and [`Data`](https://github.com/OpenBB-finance/OpenBBTerminal/blob/develop/openbb_platform/core/provider/abstract/data.py) models, which are used to query and output data. They are pydantic and you can leverage all the pydantic features such as validators. +Each standard model defines a [`QueryParams`](https://github.com/OpenBB-finance/OpenBBTerminal/blob/develop/openbb_platform/platform/provider/openbb_provider/abstract/query_params.py) and [`Data`](https://github.com/OpenBB-finance/OpenBBTerminal/blob/develop/openbb_platform/platform/provider/openbb_provider/abstract/data.py) model, which are used to query and output data. Under the hood, these are just pydantic models, meaning you can leverage all the built-in pydantic features such as validators. #### Standardization Caveats @@ -109,6 +107,8 @@ The standardization framework is a very powerful tool, but it has some caveats t #### Standard QueryParams Example +An example `QueryParams` is shown here, coming from the EquityHistorical standard model: + ```python class EquityHistoricalQueryParams(QueryParams): """Stock end of day Query.""" @@ -121,12 +121,14 @@ class EquityHistoricalQueryParams(QueryParams): ) ``` -The `QueryParams` is an abstract class that just tells us that we are dealing with query parameters +The `QueryParams` is an abstract class that defines what parameters will be needed to make a query to obtain data. Note that not all possible parameters are defined here, and can be further refined in the provider-specific model. The OpenBB Platform dynamically knows where the standard models begin in the inheritance tree, so you don't need to worry about it. #### Standard Data Example +The `Data` model for the EquityHistorical standard model is shown here: + ```python class EquityHistoricalData(Data): """Stock end of day price Data.""" @@ -148,12 +150,12 @@ An extension adds functionality to the OpenBB Platform. It can be a new data sou #### Types of extensions -We primarily have 3 types of extensions: +Extensions currently fall into 3 categories: 1. OpenBB Extensions - built and maintained by the OpenBB team (e.g. `openbb-equity`) 2. Community Extensions - built by anyone and primarily maintained by OpenBB (e.g. `openbb-yfinance`) 3. Independent Extensions - built and maintained independently by anyone -If your extension is of high quality and you think that it would be a good community extension, you can open a PR to the OpenBB Platform repository and we'll review it. +If you have built an extension and you think that it would be a good community extension, you can open a PR to the OpenBB Platform repository and we will review it. We encourage independent extensions to be shared with the community by publishing them to PyPI. diff --git a/website/content/platform/extensions/data_extensions.md b/website/content/platform/extensions/data_extensions.md index 9d2cbc8ee901..fc8effaf654f 100644 --- a/website/content/platform/extensions/data_extensions.md +++ b/website/content/platform/extensions/data_extensions.md @@ -25,9 +25,9 @@ import HeadTitle from '@site/src/components/General/HeadTitle.tsx'; -Data extensions will expand the breadth and coverage of the data available in the OpenBB Platform. Each source (provider) is its own independent extension, even if there is only one endpoint accessible. This allows every data source to be inserted or removed, at any time, without distrubing the operation of the Core components. +Data extensions will expand the breadth and coverage of the data available in the OpenBB Platform. Each source (provider) is its own independent extension, even if there is only one endpoint accessible. This allows every data source to be inserted or removed, at any time, without disturbing the operation of the Core components. -Functions will appear in the Python Interface and Fast API only if a supported provider, for that specific endpoint, is installed. Additional Python libraries will be installed, where required, by the extension. +Functions will appear in the Python Interface and Fast API only if a supported provider, for that specific endpoint, is installed. Additional Python libraries will be installed, where required, by the extension. ## Provider Coverage @@ -40,13 +40,13 @@ obb.coverage.providers ## Installation -All data extensions are installed with similar syntax. Published data extensions will have names beginning with `openbb`. For example, yFinance. +All data extensions are installed with similar syntax. Published data extensions will have names beginning with `openbb`. For example, yFinance. ```console pip install openbb-yfinance ``` -Additions and removals update the router automatically to reflect the changes when the Python interpreter is refreshed. Below is a list of data provider extensions. +Additions and removals update the router automatically to reflect the changes when the Python interpreter is refreshed. Below is a list of data provider extensions. Uninstall any extension with `pip uninstall`. @@ -56,30 +56,43 @@ pip uninstall openbb-yfinance ## Available Data Extensions -| Extension Name | Description | Installation Command | Core/Community | Minimum Subscription Type Required | -|:-----------------|:-----------:|:-------------------:|:-----------------:|--------------------------------------:| -| openbb-alpha-vantage | [Alpha Vantage](https://www.alphavantage.co/) data connector. | pip install openbb-alpha-vantage | Community | Free | -| openbb-benzinga | [Benzinga](https://www.benzinga.com/apis/en-ca/) data connector. | pip install openbb-benzinga | Core | Paid | -| openbb-biztoc | [Biztoc](https://api.biztoc.com/#biztoc-default) News data connector. | pip install openbb-biztoc | Community | Free | -| openbb-cboe | [Cboe](https://www.cboe.com/delayed_quotes/) data connector. | pip install openbb-cboe | Community | None | -| openbb-ecb | [ECB](https://data.ecb.europa.eu/) data connector. | pip install openbb-ecb | Community | None | -| openbb-finra | [FINRA](https://www.finra.org/finra-data) data connector. | pip install openbb-finra | Community | None / Free | -| openbb-fmp | [FMP](https://site.financialmodelingprep.com/developer/) data connector. | pip install openbb-fmp | Core | Free | -| openbb-fred | [FRED](https://fred.stlouisfed.org/) data connector. | pip install openbb-fred | Core | Free | -| openbb-government-us | [US Government](https://data.gov) data connector. | pip install openbb-us-government | Core | None | -| openbb-intrinio | [Intrinio](https://intrinio.com/pricing) data connector. | pip install openbb-intrinio | Core | Paid | -| openbb-nasdaq | [Nasdaq Data Link](https://data.nasdaq.com/) connector. | pip install openbb-nasdaq | Community | None / Free | -| openbb-oecd | [OECD](https://data.oecd.org/) data connector. | pip install openbb-oecd | Core | Free | -| openbb-polygon | [Polygon](https://polygon.io/) data connector. | pip install openbb-polygon | Core | Free | -| openbb-sec | [SEC](https://www.sec.gov/edgar/sec-api-documentation) data connector. | pip install openbb-sec | Core | None | -| openbb-seeking-alpha | [Seeking Alpha](https://seekingalpha.com/) data connector. | pip install openbb-seeking-alpha | Community | None | -| openbb-stockgrid | [Stockgrid](https://stockgrid.io) data connector. | pip install openbb-stockgrid | Community | None | -| openbb-tiingo | [Tiingo](https://www.tiingo.com/about/pricing) data connector. | pip install openbb-tiingo | Core | Free | -| openbb-tradingeconomics | [TradingEconomics](https://tradingeconomics.com/api) data connector. | pip install openbb-tradingeconomics | Core | Paid | -| openbb-ultima | [Ultima Insights](https://ultimainsights.ai/openbb) data connector. | pip install openbb-ultima | Community | Paid | -| openbb-wsj | [Wall Street Journal](https://www.wsj.com/) data connector. | pip install openbb-wsj | Community | None | -| openbb-yfinance | [Yahoo Finance](https://finance.yahoo.com/) data connector. | pip install openbb-yfinance | Community | None | - -Have you published a data provider extension and want it featured on this list? Tell us about it! Open a pull request on [GitHub](https://github.com/OpenBB-finance/OpenBBTerminal/) to submit an extension for inclusion. Code contributions, for new and existing, data providers are always welcome. +### Core `openbb` Providers + +These packages are what will be installed when `pip install openbb` is run + +| Extension Name | Description | Installation Command | Minimum Subscription Type Required | +|----------------|-------------|----------------------|------------------------------------| +| openbb-benzinga | [Benzinga](https://www.benzinga.com/apis/en-ca/) data connector | pip install openbb-benzinga | Paid | +| openbb-biztoc | [Biztoc](https://api.biztoc.com/#biztoc-default) News data connector | pip install openbb-biztoc | Free | +| openbb-ecb | [ECB](https://data.ecb.europa.eu/) data connector | pip install openbb-ecb | None | +| openbb-finra | [FINRA](https://www.finra.org/finra-data) data connector | pip install openbb-finra | None / Free | +| openbb-fmp | [FMP](https://site.financialmodelingprep.com/developer/) data connector | pip install openbb-fmp | Free | +| openbb-fred | [FRED](https://fred.stlouisfed.org/) data connector | pip install openbb-fred | Free | +| openbb-intrinio | [Intrinio](https://intrinio.com/pricing) data connector | pip install openbb-intrinio | Paid | +| openbb-oecd | [OECD](https://data.oecd.org/) data connector | pip install openbb-oecd | Free | +| openbb-polygon | [Polygon](https://polygon.io/) data connector | pip install openbb-polygon | Free | +| openbb-sec | [SEC](https://www.sec.gov/edgar/sec-api-documentation) data connector | pip install openbb-sec | None | +| openbb-tiingo | [Tiingo](https://www.tiingo.com/about/pricing) data connector | pip install openbb-tiingo | Free | +| openbb-tradingeconomics | [TradingEconomics](https://tradingeconomics.com/api) data connector | pip install openbb-tradingeconomics | Paid | +| openbb-ultima | [Ultima Insights](https://ultimainsights.ai/openbb) data connector | pip install openbb-ultima | Paid | + + +### Community Providers + +These packages are not installed when `pip install openbb` is run. They are available for installation separately or by running `pip install openbb[all]` + +| Extension Name | Description | Installation Command | Minimum Subscription Type Required | +|----------------|-------------|----------------------|------------------------------------| +| openbb-alpha-vantage | [Alpha Vantage](https://www.alphavantage.co/) data connector | pip install openbb-alpha-vantage | Free | +| openbb-cboe | [Cboe](https://www.cboe.com/delayed_quotes/) data connector | pip install openbb-cboe | None | +| openbb-government-us | [US Government](https://data.gov) data connector | pip install openbb-us-government | None | +| openbb-nasdaq | [Nasdaq Data Link](https://data.nasdaq.com/) connector | pip install openbb-nasdaq | None / Free | +| openbb-seeking-alpha | [Seeking Alpha](https://seekingalpha.com/) data connector | pip install openbb-seeking-alpha | None | +| openbb-stockgrid | [Stockgrid](https://stockgrid.io) data connector | pip install openbb-stockgrid | None | +| openbb-wsj | [Wall Street Journal](https://www.wsj.com/) data connector | pip install openbb-wsj | None | +| openbb-yfinance | [Yahoo Finance](https://finance.yahoo.com/) data connector | pip install openbb-yfinance | None | + + +Have you published a data provider extension and want it featured on this list? Tell us about it! Open a pull request on [GitHub](https://github.com/OpenBB-finance/OpenBBTerminal/) to submit an extension for inclusion. Code contributions, for new and existing, data providers are always welcome. Search [PyPI](https://pypi.org/search/?q=openbb-) to find more extensions. diff --git a/website/content/platform/extensions/index.md b/website/content/platform/extensions/index.md index 39541d7fb356..77060f9e8b3e 100644 --- a/website/content/platform/extensions/index.md +++ b/website/content/platform/extensions/index.md @@ -22,17 +22,17 @@ import HeadTitle from '@site/src/components/General/HeadTitle.tsx'; -When the core OpenBB Platform package is installed, familiar components might be missing. This is to keep the core components as light as possible. The extension framework allows individual pieces to be installed and removed seamlessly within the environment, using only the desired data and toolkit extensions. +When the core OpenBB Platform package is installed, familiar components might be missing. This is to keep the core components as light as possible. The extension framework allows individual pieces to be installed and removed seamlessly within the environment, using only the desired data and toolkit extensions. There are two primary types of extensions for the OpenBB Platform: - [Data](/platform/extensions/data_extensions) - [Toolkits](/platform/extensions/toolkit_extensions) -The OpenBB Core installation does not include any toolkit extensions. Install the OpenBB Platform with all data and toolkit extensions from PyPI with: +The OpenBB Core installation does not include any toolkit extensions. Install the OpenBB Platform with all data and toolkit extensions from PyPI with: ```python -pip install openbb[all] --pre +pip install openbb[all] ``` When installing from source, navigate into the `openbb_platform` folder from the root of the project and enter: @@ -41,4 +41,4 @@ When installing from source, navigate into the `openbb_platform` folder from the python dev_install.py -e ``` -This installs all extensions in editable mode, and the Python interface is compiled in, `/openbb_platform/openbb/package`, instead of the environment's `site-packages` folder. The tables in the next pages lists extensions as either, Core or Community. The Core extensions are installed by default. +This installs all extensions in editable mode, and the Python interface is compiled in, `/openbb_platform/openbb/package`, instead of the environment's `site-packages` folder. The tables in the next pages lists extensions as either, Core or Community. The Core extensions are installed by default. diff --git a/website/content/platform/extensions/toolkit_extensions.md b/website/content/platform/extensions/toolkit_extensions.md index 1250849a718f..23d84aabd481 100644 --- a/website/content/platform/extensions/toolkit_extensions.md +++ b/website/content/platform/extensions/toolkit_extensions.md @@ -26,7 +26,7 @@ import HeadTitle from '@site/src/components/General/HeadTitle.tsx'; -OpenBB Toolkit Extensions expand the Platform with functions for manipulating data and preparing it for display. The Core Platform installation does not install any toolkit extensions. The table below is the current list of toolkit extensions. +OpenBB Toolkit Extensions expand the Platform with functions for manipulating data and preparing it for display. The Core Platform installation does not install any toolkit extensions. The table below is the current list of toolkit extensions. | Extension Name | Description | Installation Command | Core/Community | Router Path | |:-----------------|:-----------:|:-------------------:|:------------------:|-------------:| @@ -40,9 +40,9 @@ The sections below outline any specific installation considerations for the exte ## Charting -The OpenBB Charting Extension supplies charting infrastructure and services to the OpenBB Platform. Figure objects are served via REST API or Python Client. It utilizes [PyWry](https://github.com/OpenBB-finance/pywry) for handling the display of interactive charts and tables in a separate window, with a Plotly library. The extension framework allows developers to easily insert other Python charting libraries into the router pipeline. +The OpenBB Charting Extension supplies charting infrastructure and services to the OpenBB Platform. Figure objects are served via REST API or Python Client. It utilizes [PyWry](https://github.com/OpenBB-finance/pywry) for handling the display of interactive charts and tables in a separate window, with a Plotly library. The extension framework allows developers to easily insert other Python charting libraries into the router pipeline. -Functions with charting enabled return figures to a field (`chart`) in the `OBBject` response object. They are displayed with the class method, `show()`. Additional Python libraries are installed with this extension: +Functions with charting enabled return figures to a field (`chart`) in the `OBBject` response object. They are displayed with the class method, `show()`. Additional Python libraries are installed with this extension: - aiohttp - nbformat @@ -112,7 +112,7 @@ for OpenBB. It does not contain any code itself, but rather pulls in the followi ### Installation -The extension is included in the dev_install.py script. +The extension is included in the `dev_install.py` script. Standalone installation: @@ -175,7 +175,7 @@ After installation, the Python interface will automatically rebuild on initializ ## Technical -The `openbb-technical` extension is for performing technical analysis on time series data. It install a new router path (`obb.techincal`) and some additional Python libraries: +The `openbb-technical` extension is for performing technical analysis on time series data. It installs a new router path (`obb.techincal`) and some additional Python libraries: - pandas-ta - scikit-learn diff --git a/website/content/platform/index.md b/website/content/platform/index.md index f556f4496791..11c24b271983 100644 --- a/website/content/platform/index.md +++ b/website/content/platform/index.md @@ -16,12 +16,31 @@ keywords: -OpenBB Platform is created and maintained by the OpenBB team together with the contributions from hundreds of community members. This gives us an unrivaled speed of development and the ability to maintain stable integrations with numerous third-party data providers. +The OpenBB Platform has been created and is currently maintained by the OpenBB team together with the contributions from hundreds of community members. This gives us an unrivaled speed of development and the ability to maintain stable integrations with numerous third-party data providers. Developing and maintaining a full-blown investment research infrastructure from the ground up takes a lot of time and effort. However, it does not have to be this way. By taking advantage of OpenBB Platform with its out-of-the-box data connectors and library of extensions, you can focus on designing and building your financial reports and applications. -sdk +![Platform Docs pic](https://github.com/OpenBB-finance/OpenBBTerminal/assets/85772166/74520441-5e95-4ba6-9d16-6a2d5c966cf9) + +## What is the OpenBB Platform? + +Starting with V4, we have completely restructured the previous version of the OpenBB SDK. +Instead of a single monolithic SDK, that comes with dependency nightmares and compatibility issues with things you may not need, we have morphed into the OpenBB Platform, which serves as a collection of building blocks to be used for your own need. + +We have broken the Platform into two main components: + +- OpenBB Core +- OpenBB Extensions + - OpenBB Providers + - OpenBB Toolkits + +The OpenBB Core provides all of the groundwork for building custom applications. It is a lightweight package providing connections with data providers in a standardized way, and the ability to build additional toolkits on top. Additionally, the `openbb-core` library contains the infrastructure for Fast API deployments. + +OpenBB Extensions are the pieces that can be added to the core for building on top of. We have grouped them categorically as, Providers and Toolkits. +As the name suggests, Providers are the interface to obtaining any raw data from any data source. The data providers are accessed through asset class extensions, such as `openbb-equity`. OpenBB toolkits, such as `openbb-technical`, provide additional functionalities on top of the raw data access. + +When you install the Platform (openbb), we provide a default set of extensions that give access to a wide range of functionalities and data. Additional data and processing tools are available to be installed and used as desired. The reason we are doing this is to avoid an overcomplicated environment with many dependencies that can cause issues. The goal is that OpenBB can be used as a drop-in within any environment for building and extending applications. --- -Want to contribute? Check out our [CONTRIBUTING GUIDELINES](https://github.com/OpenBB-finance/OpenBBTerminal/blob/develop/CONTRIBUTING.md). +Want to contribute? Check out our [Development section](/platform/development). diff --git a/website/content/platform/installation.md b/website/content/platform/installation.md index ba5978858bb1..f9e662108ef6 100644 --- a/website/content/platform/installation.md +++ b/website/content/platform/installation.md @@ -40,7 +40,7 @@ import HeadTitle from '@site/src/components/General/HeadTitle.tsx'; ## General System Requirements -Most systems capable of running Python 3.8-3.11 will be compatible with the OpenBB Platform. A modern processor (five years or less), running an up-to-date operating system, with at least 4GB of RAM, is recommended. Maintaining the system with current patches ensures maximum compatibility. At a minimum, Windows and macOS should be: +Most systems capable of running Python 3.8-3.11 will be compatible with the OpenBB Platform. A modern processor (five years or less), running an up-to-date operating system, with at least 4GB of RAM, is recommended. Maintaining the system with current patches ensures maximum compatibility. At a minimum, Windows and macOS should be: - Windows 10 - Mac OS Big Sur @@ -49,7 +49,7 @@ Linux users should run the command line update for the package manager, prior to ## Supported Environments -The OpenBB Platform is installed within a Python virtual environment. It is compatible with versions of Python between 3.8 and 3.11, inclusively. The method for creating the environment will be a matter of user preference, from the command line - [Conda](https://docs.conda.io/projects/miniconda/en/latest/miniconda-install.html), [venv](https://docs.python.org/3/library/venv.html), [Docker](https://hub.docker.com/), etc. - or in a code editor and IDE - [VS Code](https://code.visualstudio.com/docs/languages/python), [PyCharm](https://www.jetbrains.com/pycharm/), [Jupyter](https://jupyter.org/). +The OpenBB Platform is installed within a Python virtual environment. It is compatible with versions of Python between 3.8 and 3.11, inclusively. The method for creating the environment will be a matter of user preference, from the command line - [Conda](https://docs.conda.io/projects/miniconda/en/latest/miniconda-install.html), [venv](https://docs.python.org/3/library/venv.html), [Docker](https://hub.docker.com/), etc. - or in a code editor and IDE - [VS Code](https://code.visualstudio.com/docs/languages/python), [PyCharm](https://www.jetbrains.com/pycharm/), [Jupyter](https://jupyter.org/). [Docker](/platform/installation#docker) builds the environment during the installation process, skip ahead to the specific section [below](/platform/installation#docker). @@ -63,51 +63,81 @@ With the container created, and activated, begin the installation process. Before installation, update the package manager so that `pip` is current, then create the environment with the desired version of Python and install the following packages: -:::note -Installing packages directly to the system Python or `base` environment is not recommended. Create a new environment. -::: - ```console pip install poetry toml ``` +:::note +Installing packages directly to the system Python or `base` environment is not recommended. Create a new environment first (can be any name, using openbb here for example). + +```bash +conda create -n openbb python=3.11 +conda activate openbb +``` + +::: + ### PyPI Install from PyPI with: ```console -pip install openbb --pre +pip install openbb ``` -To install all of the extensions and providers: +This will install the core OpenBB Platform, along with officially supported extensions and providers. + +To install all extensions and providers (both officially supported and community maintained ones): ```console -pip install openbb[all] --pre +pip install openbb[all] ``` -:::note -While still under active development, the `pre` flag is required to install the core OpenBB Platform latest version. -::: - To install a single extension: ```console -pip install openbb[charting] --pre +pip install openbb[charting] +``` + +```console +pip install openbb[ta] ``` +Or import a single provider: + ```console -pip install openbb[ta] --pre +pip install openbb-yfinance ``` -Import the package with: +From your python interpreter, import the OpenBB Platform: ```console from openbb import obb ``` +:::warning +This import statement is required due to the statefulness of the obb package. There is currently no support for imports such as + +```console +from openbb.obb.equity import * +``` + +::: + +When the package is imported, any installed extensions will be discovered, imported and available for use. + +:::note +Currently if you wish to have the bare-bones openbb package with no extensions or providers, you can install with: + +```console +pip install openbb --no-deps +``` + +::: + ### Docker -OpenBB supplies a `.dockerfile` on [GitHub](https://github.com/OpenBB-finance/OpenBBTerminal). +OpenBB provides a `.dockerfile` on [GitHub](https://github.com/OpenBB-finance/OpenBBTerminal). Run the following command from the repo root to build the image: @@ -161,7 +191,7 @@ To install all extensions and providers, run: `python dev_install.py -e` ## Post-Installation -With a fresh installation, and upon installing or uninstalling extensions, the Python interface needs to be built. This is done automatically, but can be manually triggered if required. Start a Python session and then `import openbb`: +With a fresh installation, and upon installing or uninstalling extensions, the Python interface needs to be built. This is done automatically, but can be manually triggered if required. Start a Python session and then `import openbb`: ```console python @@ -190,9 +220,23 @@ Start the REST API with: uvicorn openbb_core.api.rest_api:app --host 0.0.0.0 --port 8000 --reload ``` +## Hub Synchronization + +Once you have installed the OpenBB Platform with the desired providers and extensions, you can synchronize with the [OpenBB Hub](my.openbb.co). The main benefit of this is that you can use your single login to access your saved credentials and preferences from any instance. To login, you can use the `login` method, either using your email and password: + +```python +obb.account.login(email='my_email_here', password='my_password_here') +``` + +Or using your personal access token: + +```python +obb.account.login(pat='my_pat_here') +``` + ## Documentation -The documentation and packages are kept in the `/website` folder, at the base of the repository. Navigate there to install the dependencies and start the development server. +The documentation and packages are kept in the `/website` folder, at the base of the repository. Navigate there to install the dependencies and start the development server. #### Node.js diff --git a/website/content/platform/usage/basic_syntax.md b/website/content/platform/usage/basic_syntax.md index 98631adbbb5e..832d8b06de4a 100644 --- a/website/content/platform/usage/basic_syntax.md +++ b/website/content/platform/usage/basic_syntax.md @@ -29,7 +29,7 @@ import HeadTitle from '@site/src/components/General/HeadTitle.tsx'; -The structure of command syntax is standardized across common fields. This ensures that a `date` is always a `date` and the format remains consistent throughout. Standardized parameters include, but are not limited to: +The structure of command syntax is standardized across common fields. This ensures that a `date` is always a `date` and the format remains consistent throughout. Standardized parameters include, but are not limited to: - [provider](#provider) - [symbol](#symbol) @@ -60,6 +60,8 @@ Examples below assume that the Python interface has been imported in the current from openbb import obb ``` +or + ```python uvicorn openbb_core.api.rest_api:app ``` @@ -68,7 +70,7 @@ uvicorn openbb_core.api.rest_api:app ## Provider -The `provider` parameter is the way to select the specific source of the data from the endpoint. If a [preference for the default provider](/platform/usage#user-settings) has not been defined, the default will be the first, alphabetically, installed provider. Provider values are entered in lower-case, with an underscore for multiple words - for example: +The `provider` parameter is the way to select the specific source of the data from the endpoint. If a [preference for the default provider](/platform/usage#user-settings) has not been defined, the default will be the first, alphabetically, installed provider. Provider values are entered in lower-case, with an underscore for multiple words - for example: ```python historical_prices = obb.equity.price.historical("aapl", provider="alpha_vantage") @@ -84,7 +86,7 @@ Refer to, [Data Providers](/platform/extensions/data_extensions), for instructio ## Symbol -Symbols are not case-sensitive, and where the function allows, can be entered as a `string`, `List[str]`, or a comma-separated `string`. The exact format of the symbol may vary between providers - for example, share classes, exchange suffixes, and global composities. An example of this difference is shown below: +Symbols are not case-sensitive, and where the function allows, can be entered as a `string`, `List[str]`, or a comma-separated `string`. The exact format of the symbol may vary between providers - for example, share classes, exchange suffixes, and global composites. An example of this difference is shown below: ```python obb.equity.price.historical("brk.b", provider="polygon") @@ -94,9 +96,9 @@ obb.equity.price.historical("brk.b", provider="polygon") obb.equity.price.historical("brk-b", provider="fmp") ``` -While some providers handle the different formats on their end, others do not. This is something to consider when no results are returned from one source. +While some providers handle the different formats on their end, others do not. This is something to consider when no results are returned from one source. -With providers supporting market data from multiple jurisdictions, the most common method for requesting data outside of US-listings is to append a suffix to the ticker symbol (e.g., `RELIANCE.NS`). Formats may be unique to a provider, so it is best to review the source's documentation for an overview of their specific conventions. [This page](https://help.yahoo.com/kb/SLN2310.html) on Yahoo describes how they format symbols, which many others follow to some degree. +With providers supporting market data from multiple jurisdictions, the most common method for requesting data outside of US-listings is to append a suffix to the ticker symbol (e.g., `RELIANCE.NS`). Formats may be unique to a provider, so it is best to review the source's documentation for an overview of their specific conventions. [This page](https://help.yahoo.com/kb/SLN2310.html) on Yahoo describes how they format symbols, which many others follow to some degree. ### One Symbol @@ -154,7 +156,7 @@ response.json() ## Dates -Dates are entered everywhere as a string, formatted as, "YYYY-MM-DD". If the function has only the `date` parameter, the data will be a snapshot instead of a time series. +Dates are entered everywhere as a string, formatted as, "YYYY-MM-DD". If the function has only the `date` parameter, the data will be a snapshot instead of a time series. ```python historical_prices = obb.equity.price.historical(symbol="qqq", start_date="2023-01-10", end_date="2023-01-31", provider="fmp") @@ -178,7 +180,7 @@ response.json() ## Limit -Where, optional, `limit` parameters are supplied, they are likely to have sensible default states that return N results starting from the most recent entry or the `start_date`. Enter these values as an integer. +Where, optional, `limit` parameters are supplied, they are likely to have sensible default states that return N results starting from the most recent entry or the `start_date`. Enter these values as an integer. ```python income = obb.equity.fa.income("AAPL", period="quarter", provider="fmp", limit=4) @@ -186,7 +188,7 @@ income = obb.equity.fa.income("AAPL", period="quarter", provider="fmp", limit=4) ## **kwargs -All endpoints accept additional keyword arguments, but non-existent parameters will be ignored. Invalid parameters are communicated via the `warnings` field in the command response. Parameters can be stored as a dictionary and fed to the command as `**kwargs`. If a provider, or function, has an undocumented parameter it can still be accessed by supplying the additional kwargs. +All endpoints accept additional keyword arguments, but non-existent parameters will be ignored. Invalid parameters are communicated via the `warnings` field in the command response. Parameters can be stored as a dictionary and fed to the command as `**kwargs`. If a provider, or function, has an undocumented parameter it can still be accessed by supplying the additional kwargs. ```python kwargs = {"symbol":"msft","start_date":"2023-01-01","provider":"polygon"} @@ -277,4 +279,4 @@ pd.DataFrame.from_records(ta_results) All functions, parameters, and responses are detailed under the [Reference pages](/platform/reference). The data models for each provider source are described within the [Data Models](/platform/data_models) pages. -These pages are a quick way to cross-reference differences between providers. The same information is provided in a function's signature and docstring. +These pages are a quick way to cross-reference differences between providers. The same information is provided in a function's signature and docstring. diff --git a/website/content/platform/usage/commitment_of_traders.md b/website/content/platform/usage/commitment_of_traders.md new file mode 100644 index 000000000000..085b0207b5bd --- /dev/null +++ b/website/content/platform/usage/commitment_of_traders.md @@ -0,0 +1,218 @@ +--- +title: Commitment of Traders +sidebar_position: 7 +description: This page provides details on the accessing Commitment of Traders reports with + the OpenBB Platform, published by the CFTC weekly. This guide provides examples for + using the combinations of parameters used to get aspects of the report's data. +keywords: +- futures +- commodities +- index +- indices +- positioning +- dealer +- hedge +- open interest +- Nasdaq DataLink +- CFTC +- commitment of traders +- COT +- Treasury Note +- currency +- currencies +- equity +--- + +import HeadTitle from '@site/src/components/General/HeadTitle.tsx'; + + + +Commitment of Traders (COT) reports are published on Fridays, by the [CFTC](https://www.cftc.gov/MarketReports/CommitmentsofTraders/index.htm). CFTC COT reports provide a breakdown of each Tuesday’s open interest for futures and options on futures markets in which 20 or more traders hold positions equal to or above the reporting levels established by the CFTC. + +## Regulators Module + +The `obb.regulators` module contains data published by industry regulators and agencies. The data will not be specific to any particular asset class, and the information is available to the general public. The COT reports have two end points: + +- `obb.regulators.cftc.cot()` +- `obb.regulators.cfc.cot_search()` + +While the data is public and available directly from the CFTC website, [Nasdaq Data Link](https://data.nasdaq.com/databases/CFTC) provides access to a parsed database with the complete history, of current and obsolete reports, that the `openbb-nasdaq` data provider connects to. + +### COT Search + +The `obb.regulators.cftc.cot_search()` end point is a curated list of the 100 most common reports. The list can be searched by fuzzy query - i.e., "commodities" - and they are classified under categories and subcategories. Get the whole list with an empty query. + +```python +reports = obb.regulators.cftc.cot_search().to_df() +``` + +The major US indices - S&P 500, Nasdaq 100, Dow Jones Industrial Average, Russell 1000 & 2000, VIX, Bloomberg Commodity Index, etc. - are categorized as "Index". + +```python +reports[reports["category"] == "Index"] +``` + +### COT Reports + +There is a default report, Two-Year Treasury Note Futures, which has the code: `042601`. Where available, like the two-year note, the futures continuation symbol (ZT=F) can be used instead of the code. The name can also be used: + +```python +zt = obb.regulators.cftc.cot("Two-Year Treasury Note Futures (CBT)").to_df() + +zt.iloc[-1] +``` + +| | 2023-11-14 | +|:------------------------------|----------------:| +| open_interest | 4274379 | +| noncommercial_long | 427897 | +| noncommercial_short | 1827558 | +| noncommercial_spreads | 121573 | +| commercial_long | 3456965 | +| commercial_short | 2188950 | +| total_long | 4006435 | +| total_short | 4138081 | +| nonreportable_positions_long | 267944 | +| nonreportable_positions_short | 136297 | + +:::note +Look up reports not listed under `obb.regulators.cftc.cot_search()` by using the Nasdaq Data Link code for the series. Refer to their documentation for a complete list. +::: + +### Parameters + +There are parameters that will alter the type of report returned. + +:::note +Not every combination of parameters is valid for all reports. An error will be raised when parameters are invalid. +::: + +#### `data_type` + +The `data_type` changes what is returned, futures or futures and options. + +- `F` (futures only) + +- `FO` (futures and options) + +- `CITS` (Commodity Index Trader Supplemental - only valid for commodities.) + +The Supplemental report includes 13 select agricultural commodity contracts for combined futures and options positions. Supplemental reports break down the reportable open interest positions into three trader classifications: + +- Non-Commercial +- Commercial +- Index Traders + +The example below is the CITS report for corn futures. + +```python +zc_cits = obb.regulators.cftc.cot("ZC=F", data_type="CITS").to_df() + +zc_cits.iloc[-1] +``` + +| | 2023-11-14 | +|:---------------------------------------|----------------------:| +| open_interest_all | 1837197 | +| noncommercial_positions_long_all_no_cit | 125917 | +| noncommercial_positions_short_all_no_cit | 322629 | +| noncommercial_positions_spreading_all_no_cit | 564330 | +| commercial_positions_long_all_no_cit | 591691 | +| commercial_positions_short_all_no_cit | 602447 | +| total_reportable_positions_long_all | 1635294 | +| total_reportable_positions_short_all | 1612623 | +| nonreportable_positions_long_all | 201904 | +| nonreportable_positions_short_all | 224575 | +| positions_long_cit | 353355 | +| positions_short_cit | 123216 | + +#### `legacy_format` + +When `True`, reports are broken down by exchange. These reports have a futures only report and a combined futures and options report. Legacy reports break down the reportable open interest positions into two classifications: non-commercial and commercial traders. + +```python +legacy_zt = obb.regulators.cftc.cot("ZT=F", legacy_format=True).to_df() + +legacy_zt.iloc[-1] +``` + +| | 2023-11-14 | +|:-------------------|----------------:| +| open_interest | 4274379 | +| dealer_longs | 138114 | +| dealer_shorts | 367211 | +| dealer_spreads | 37152 | +| asset_manager_longs | 1893280 | +| asset_manager_shorts | 504752 | +| asset_manager_spreads | 297009 | +| leveraged_funds_longs | 968702 | +| leveraged_funds_shorts | 2595004 | +| leveraged_funds_spreads | 133108 | +| other_reportable_longs | 507457 | +| other_reportable_shorts | 172232 | +| other_reportable_spreads | 31614 | +| total_reportable_longs | 4006435 | +| total_reportable_shorts | 4138081 | +| non_reportable_longs | 267944 | +| non_reportable_shorts | 136298 | + +#### `report_type` + +The `report_type` parameter has four choices: + +- `ALL` +- `CHG` (change in positions) +- `OLD`(old crop years) +- `OTR` (other crop years) + +For selected commodities where there is a well-defined marketing season or crop year, the COT data are broken down by "old" and "other" crop years. The "Major Markets for Which the COT Data Is Shown by Crop Year" table (shown below) lists those commodities and the first and last futures of the marketing season or crop year. In order not to disclose positions in a single future near its expiration, on the first business day of the month of the last future in an "old" crop year, the data for that last future is combined with the data for the next crop year and is shown as "old" crop futures. An example is CBOT wheat, where the first month of the crop year is July and the last month of the prior crop year is May. On May 3, 2004, positions in the May 2004 futures month were aggregated with positions in the July 2004 through May 2005 futures months and shown as "old" crop futures. Positions in all subsequent wheat futures months were shown as "other." + +For the "old" and "other" figures, spreading is calculated for equal long and short positions within a crop year. If a non-commercial trader holds a long position in an "old" crop-year future and an equal short position in an "other" crop-year future, the long position will be classified as "long-only" in the "old" crop year and the short position will be classified as "short-only" in the "other" crop year. In this example, in the "all" category, which considers each trader's positions without regard to crop year, that trader's positions will be classified as "spreading." For this reason, summing the "old" and "other" figures for long-only, for short-only, or for spreading will not necessarily equal the corresponding figure shown for "all" futures. Any differences result from traders that spread from an "old" crop-year future to an "other" crop-year future. + +#### Major Markets for Which the COT Data Is Shown by Crop Year + +|Market| Commodity | First Future| Last Future| +|:-------|:---------:|:-----:|-----:| +|CBOT| Wheat| July |May| +|CBOT| Corn| December | September| +|CBOT| Oats | July | May| +|CBOT| Soybeans | September |August| +|CBOT| Soybean Oil | October | September| +|CBOT| Soybean Meal | October | September| +|CBOT| Rough Rice| September | July| +|KCBT| Wheat | July| May| +|MGE| Wheat | September |July| +|CME| Lean Hogs | December |October| +|CME| Frozen Pork Bellies | February| August| +|NYBT| Cocoa | December |September| +|NYBT| Coffee C | December | September| +|NYBT| Cotton No.2 | October | July| +|NYBT| Frozen Conc Orange Juice | January | November| + +#### `measure` + +The `measure` parameter has four choices, with `None` as the default state. + +- `CR` (concentration ratios) +- `NT` (number of traders) +- `OI` (percent of open interest) +- `CHG` (change in positions - only valid for when `data_type` is 'CITS') + +The report shows the percents of open interest held by the largest four and eight reportable traders, without regard to whether they are classified as commercial or non-commercial. The concentration ratios are shown with trader positions computed on a gross long and gross short basis and on a net long or net short basis. The "Net Position" ratios are computed after offsetting each trader’s equal long and short positions. A reportable trader with relatively large, balanced long and short positions in a single market, therefore, may be among the four and eight largest traders in both the gross long and gross short categories, but will probably not be included among the four and eight largest traders on a net basis. + +Based on the information contained in the report of futures-and-options combined in the short format, the Supplemental report shows an additional category of “Index Traders” in selected agricultural markets. These traders are drawn from the noncommercial and commercial categories. The noncommercial category includes positions of managed funds, pension funds, and other investors that are generally seeking exposure to a broad index of commodity prices as an asset class in an unleveraged and passively-managed manner. The commercial category includes positions for entities whose trading predominantly reflects hedging of over-the-counter transactions involving commodity indices—for example, a swap dealer holding long futures positions to hedge a short commodity index exposure opposite institutional traders, such as pension funds. + +All of these traders—whether coming from the noncommercial or commercial categories—are generally replicating a commodity index by establishing long futures positions in the component markets and then rolling those positions forward from future to future using a fixed methodology. Some traders assigned to the Index Traders category are engaged in other futures activity that could not be disaggregated. As a result, the Index Traders category, which is typically made up of traders with long-only futures positions replicating an index, will include some long and short positions where traders have multi-dimensional trading activities, the preponderance of which is index trading. Likewise, the Index Traders category will not include some traders who are engaged in index trading, but for whom it does not represent a substantial part of their overall trading activity. + +#### `transform` + +The `transform` parameter modifies the requested report to show the values as the week-over-week difference, rate of change, cumulative, or normalized. These are standard parameters for all Nasdaq Data Link queries. + +- `diff` +- `rdiff` +- `cumul` +- `normalize` + +:::info +Explanations in this page are from the explanatory notes on the CFTC's [website](https://www.cftc.gov/MarketReports/CommitmentsofTraders/ExplanatoryNotes/index.htm) +::: diff --git a/website/content/platform/usage/financial_statements.md b/website/content/platform/usage/financial_statements.md new file mode 100644 index 000000000000..e8bbdb3a3688 --- /dev/null +++ b/website/content/platform/usage/financial_statements.md @@ -0,0 +1,336 @@ +--- +title: Financial Statements +sidebar_position: 6 +description: This page provides an introduction to financial statement data available in the OpenBB + Platform. This includes quarterly and annual reports, along with metrics and ratios by company. + This guide provides examples for using the variety of sources. +keywords: +- stocks +- companies +- earnings +- dividends +- expectations +- dividend yield +- analyst consensus +- EPS +- assets +- total assets +- financial statements +- cash flow statement +- income statement +- balance sheet +- ratios +- quick ratio +- dividends +- market cap +--- + +import HeadTitle from '@site/src/components/General/HeadTitle.tsx'; + + + +OpenBB Platform data extensions provide access to financial statements as quarterly or annual. There are also endpoints for ratios and other common non-GAAP metrics. Most data providers require a subscription to access all data, refer to the website of a specific provider for details on entitlements and coverage. + +Financial statement functions are grouped under the `obb.equity.fundamental` module. + +:::info +To begin, import the OpenBB Platform into a Python session: + +```python +from openbb import obb +``` + +::: + +## Financial Statements + +The typical financial statements consist of three endpoints: + +- Balance Sheet: `obb.equity.fundamental.balance()` +- Income Statement: `obb.equity.fundamental.income()` +- Cash Flow Statement: `obb.equity.fundamental.cash()` + +The main parameters are: + +- `symbol`: The company's ticker symbol. +- `period`: 'annual' or 'quarter'. Default is 'annual'. +- `limit`: Limit the number of results returned, from the latest. Default is 5. For perspective, 150 will go back to 1985. The amount of historical records varies by provider. + +### Field Names + +:::info + +- Every data provider has their own way of parsing and organizing the three financial statements. +- Items within each statement will vary by source and by the type of company reporting. +- Names of line items will vary by source. +- "Date" values may differ because they are from the period starting/ending or date of reporting. +::: + +This example highlights how different providers will have different labels for compnay facts. + +```python +import pandas as pd + +df = pd.DataFrame() + +df["yfinance"] = ( + obb.equity.fundamental.balance("TGT", provider="yfinance", limit=4) + .to_df()["TotalAssets"].reset_index(drop=True) +) + +df["fmp"] = ( + obb.equity.fundamental.balance("TGT", provider="fmp", limit=4) + .to_df()["assets"].convert_dtypes().reset_index(drop=True) +) + +df["intrinio"] = ( + obb.equity.fundamental.balance("TGT", provider="intrinio", limit=4) + .to_df()["total assets"].convert_dtypes().reset_index(drop=True) +) + +df["polygon"] = ( + obb.equity.fundamental.balance("TGT", provider="polygon", limit=4) + .to_df()["total_assets"].convert_dtypes().reset_index(drop=True) +) + +df +``` + +| | yfinance | fmp | intrinio | polygon | +|---:|------------:|------------:|------------:|------------:| +| 0 | 42779000000 | 42779000000 | 42779000000 | 42779000000 | +| 1 | 51248000000 | 51248000000 | 51248000000 | 51248000000 | +| 2 | 53811000000 | 53811000000 | 53811000000 | 53811000000 | +| 3 | 53335000000 | 53335000000 | 53335000000 | 53335000000 | + +### Weighted Average Shares Outstanding + +This key metric will be found under the income statement. It might also be called, 'basic', and the numbers do not include authorized but unissued shares. A declining count over time is a sign that the company is returning capital to shareholders in the form of buy backs. Under ideal circumstances, it is more capital-efficient, for both company and shareholders, because distributions are double-taxed. The company pays income tax on dividends paid, and the beneficiary pays income tax again on receipt. + +A company will disclose how many shares are outstanding at the end of the period as a weighted average over the reporting period - three months. + +Let's take a look at Target. To make the numbers easier to read, we'll divide the entire column by one million. + +```python +data = ( + obb.equity.fundamental.income("TGT", provider='fmp', limit=150, period="quarter") + .to_df() +) + +shares = data["weighted_average_shares_outstanding"]/1000000 +``` + +Where this data starts, + +```python +shares.head(1) +``` + +| date | weighted_average_shares_outstanding | +|:--------------------|--------------------------------------:| +| 1986-07-31 | 1168.82 | + +versus currently, + +```python +shares.tail(1) +``` + +| date | weighted_average_shares_outstanding | +|:--------------------|--------------------------------------:| +| 2023-10-31 | 461.6 | + +Thirty-seven years later, the share count is approaching a two-thirds reduction. 12.2% over the past five years. + +```python +shares.pct_change(20).iloc[-1] +``` + +```console +-0.12 +``` + +In four reporting periods, 1.3 million shares have been taken out of the float. + +```python +shares.iloc[-4] - shares.iloc[-1] +``` + +```console +-1.3 +``` + +With an average closing price of $144.27, that represents approximately $190M in buy backs. + +```python +price = ( + obb.equity.price.historical("TGT", start_date="2022-10-01", provider="fmp") + .to_df() +) + +round((price["close"].mean()*1300000)/1000000, 2) +``` + +```console +187.55 +``` + +### Dividends Paid + +Dividends paid is in the cash flow statement. We can calculate the amount-per-share with the reported data. + +```python +dividends = ( + obb.equity.fundamental.cash("TGT", provider='fmp', limit=150, period="quarter") + .to_df()[["dividends_paid"]] +) + +dividends["shares"] = data[["weighted_average_shares_outstanding"]] +dividends["div_per_share"] = dividends["dividends_paid"]/dividends["shares"] + +dividends["div_per_share"].tail(4) +``` + +| date | div_per_share | +|:--------------|----------------:| +| 2023-01-28 | -1.07973 | +| 2023-04-29 | -1.07833 | +| 2023-07-29 | -1.08102 | +| 2023-10-31 | -1.09835 | + +This can be compared against the real amounts paid to common share holders, as announced. + +:::note +The dates immediately above represent the report date, dividends paid are attributed to the quarter they were paid in. The value from "2023-01-28" equates to the fourth quarter of 2022. +::: + +```python +( + obb.equity.fundamental.dividends("TGT", provider="fmp") + .to_df()["dividend"] + .loc["2022-11-15":"2023-08-15"] +) +``` + + date | dividend | +|:--------------|-----------:| +| 2022-11-15 | 1.08 | +| 2023-02-14 | 1.08 | +| 2023-05-16 | 1.08 | +| 2023-08-15 | 1.1 | + +The numbers check out, and the $2B paid to investors over four quarters is more than ten times the $190M returned through share buy backs. + +### Financial Attributes + +The `openbb-intrinio` data extension has an endpoint for extracting a single fact from financial statements. There is a helper function for looking up the correct `tag`. + +#### Search Financial Attributes + +Search attributes by keyword. + +```python +obb.equity.fundamental.search_attributes("marketcap").head(1) +``` + +| | id | name | tag | statement_code | statement_type | parent_name | sequence | factor | transaction | type | unit | +|---:|:-----------|:----------------------|:----------|:-----------------|:-----------------|:--------------|-----------:|:---------|:--------------|:----------|:-------| +| 0 | tag_BgkbWy | Market Capitalization | marketcap | calculations | industrial | | nan | | | valuation | usd | + +The `tag` is what we need, in this case it is what we searched for. + +```python +marketcap = ( + obb.equity.fundamental.historical_attributes(symbol="TGT", tag = "marketcap", frequency="quarterly") + .to_df() +) + +marketcap.tail(5) +``` + +| date | value | +|:--------------|------------:| +| 2022-12-31 | 66929627287 | +| 2023-03-31 | 75023699391 | +| 2023-06-30 | 59916953938 | +| 2023-09-30 | 50614370690 | +| 2023-11-22 | 60495000000 | + +Doing some quick math, and ignoring the most recent value, we can see that the market cap of Target was down nearly a quarter over the last four reporting periods. + +```python +( + (marketcap.loc["2023-09-30"] - marketcap.loc["2022-12-31"])/marketcap.loc["2022-12-31"] +).value +``` + +```console +-0.24 +``` + +## Ratios and Other Metrics + +Other valuation functions are derivatives of the financial statements, but the data provider does the math. Values are typically ratios between line items, on a per-share basis, or as a percent growth. + +This data set is where you can find EPS, FCF, P/B, EBIT, quick ratio, etc. + +### Quick Ratio + +Target's quick ratio could be one reason why its share price is losing traction against the market. Its ability to pay current obligations is not optimistically reflected in a 0.27 score, approximately 50% below the historical median. + +```python +ratios = ( + obb.equity.fundamental.ratios("TGT", limit=50, provider="fmp") + .to_df() +) + +display(f"Current Quick Ratio: {ratios['quick_ratio'].iloc[-1]}") +display(f"Median Quick Ratio: {ratios['quick_ratio'].median()}") +``` + +```console +Current Quick Ratio: 0.27 +Median Quick Ratio: 0.58 +``` + +### Free Cash Flow Yield + +The `metrics` endpoint, with the `openbb-fmp` data extension, has a field for free cash flow yield. It is calculated by taking the free cash flow per share divided by the current share price. We could arrive at this answer by writing some code, but these types of endpoints do the work so we don't have to. This is part of the value-add that API data distributors provide, they allow you to get straight to work with data. + +We'll use this endpoint to extract the data, and compare with some of Target's competition over the last ten years. + +```python +# List of other retail chains +tickers = ["COST", "BJ", "DLTR", "DG", "WMT", "BIG", "M", "KSS", "TJX"] +# Create a dictionary of tickers and company names. +names = { + ticker: obb.equity.fundamental.overview(ticker, provider="fmp").results.company_name + for ticker in tickers +} +# Create a column for each. +fcf_yield = pd.DataFrame() +for ticker in tickers: + fcf_yield[names[ticker]] = ( + obb.equity.fundamental.metrics(ticker, provider="fmp", period="annual", limit=10) + .to_df() + .reset_index() + .set_index("calendar_year") + .sort_index(ascending=False) + ["free_cash_flow_yield"] + ) +fcf_yield.transpose() +``` + +| | 2023 | 2022 | 2021 | 2020 | 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | +|:-----------------------------------|------------:|------------:|----------:|----------:|----------:|-----------:|----------:|-----------:|----------:|------------:| +| Costco Wholesale Corporation | 0.0279218 | 0.0148596 | 0.0265818 | 0.0393512 | 0.0259061 | 0.0274379 | 0.0608836 | 0.00894059 | 0.0307414 | 0.0374833 | +| BJ's Wholesale Club Holdings, Inc. | nan | 0.0447092 | 0.0672128 | 0.113551 | 0.0566305 | 0.0911069 | 0.0261863 | 0.0658713 | 0.0169474 | nan | +| Dollar Tree, Inc. | nan | 0.010756 | 0.013957 | 0.075627 | 0.040338 | 0.0412519 | 0.0340694 | 0.0634655 | 0.0166025 | 0.0410471 | +| Dollar General Corporation | nan | 0.00825589 | 0.0375074 | 0.0589731 | 0.0369217 | 0.0461971 | 0.0426088 | 0.0507761 | 0.0395241 | 0.0460518 | +| Walmart Inc. | 0.0312425 | 0.028372 | 0.0654622 | 0.0445913 | 0.062023 | 0.0572749 | 0.101038 | 0.0735059 | 0.0597117 | 0.0415436 | +| Big Lots, Inc. | nan | -0.550469 | 0.0252616 | 0.115757 | 0.0694642 | -0.111853 | 0.037219 | 0.100721 | 0.110443 | 0.089253 | +| Macy's, Inc. | nan | 0.0504726 | 0.27098 | 0.0391114 | 0.0913008 | 0.101426 | 0.155761 | 0.098993 | 0.0656336 | 0.072322 | +| Kohl's Corporation | nan | -0.143961 | 0.189677 | 0.147968 | 0.119492 | 0.139799 | 0.0961367 | 0.19879 | 0.0816518 | 0.110697 | +| The TJX Companies, Inc. | 0.0271588 | 0.0234975 | 0.0517687 | 0.0401668 | 0.0488266 | 0.0399352 | 0.0536965 | 0.0433279 | 0.0464416 | 0.0406432 | + +Explore the rest of the `fundamental` module under the [Reference](/platform/reference/equity/fundamental) section. diff --git a/website/content/platform/usage/find_symbols.md b/website/content/platform/usage/find_symbols.md index e3eedf029d31..71d0d0040f20 100644 --- a/website/content/platform/usage/find_symbols.md +++ b/website/content/platform/usage/find_symbols.md @@ -1,7 +1,7 @@ --- title: Finding Symbols sidebar_position: 3 -description: This page provides comprehensive information about finding stocks in the +description: This page provides comprehensive information about finding stocks in the with the OpenBB Platform. Search companies from different sources, and filter results. This guide is intended to introduce some methods for searching, screening, and discovery. keywords: @@ -34,7 +34,7 @@ The examples on this page will assume that the OpenBB Platform has been installe from openbb import obb ``` -If the installation is fresh, or an extension was just installed, the Python interface will need to be rebuilt. It will only take a few moments to complete. +If the installation is fresh, or an extension was just installed, the Python interface will need to be rebuilt. It will only take a few moments to complete. ::: The simplest way to find a ticker for a company is with a simple fuzzy query. @@ -82,7 +82,7 @@ This endpoint can be used to map a ticker symbol to a CIK number. ### Find an Institution -Some reporting companies, like invesment trusts and insurance companies, do not have a ticker symbol directly associated with them. Filers in the US will have a CIK number, used to retrieve documents from the SEC. +Some reporting companies, like investment trusts and insurance companies, do not have a ticker symbol directly associated with them. Filers in the US will have a CIK number, used to retrieve documents from the SEC. ```python obb.regulators.sec.institutions_search("Berkshire Hathaway").to_df() @@ -150,7 +150,7 @@ obb.equity.fundamental.filings("AAPL", type="4", provider="sec").to_df().iloc[-1 ## Screen Markets -Screeners provide a targeted search, a tool for comparison and discovery. Find stocks from around the world with the screener endpoint, and the `openbb-fmp` provider. +Screeners provide a targeted search, a tool for comparison and discovery. Find stocks from around the world with the screener endpoint, and the `openbb-fmp` provider. ### Find Stocks From India @@ -227,7 +227,7 @@ results.iloc[0] ### Search by Exchange -Some countries, like America, have multiple exchanges. Narrow the search by combining two or more parameters. The example below finds the companies listed on the American Stock Exchange (AMEX) that are domiciled in China. +Some countries, like America, have multiple exchanges. Narrow the search by combining two or more parameters. The example below finds the companies listed on the American Stock Exchange (AMEX) that are domiciled in China. ```python obb.equity.screener(exchange="amex", country="CN").to_df() @@ -242,7 +242,7 @@ obb.equity.screener(exchange="amex", country="CN").to_df() ### Filter by Metric -Applying some filters refines and targets the search. The example below finds listing on the NYSE domiciled in the USA, with a market cap between $100-300 billion, and exhibiting a beta value of less than 0.5 +Applying some filters refines and targets the search. The example below finds listing on the NYSE domiciled in the USA, with a market cap between $100-300 billion, and exhibiting a beta value of less than 0.5 ```python obb.equity.screener( @@ -297,7 +297,7 @@ indices[indices["name"].str.contains("ASX 200")] | S&P/ASX 200 Utilities Sector Index (AUD) | au_utilities | ^AXUJ | :::tip -With the `openbb-yfinance` extension, index time series can be loaded using the ticker symbol or short code. Non-American indices have a code beginning with the two-letter country code. +With the `openbb-yfinance` extension, index time series can be loaded using the ticker symbol or short code. Non-American indices have a code beginning with the two-letter country code. ```python ( @@ -312,4 +312,4 @@ With the `openbb-yfinance` extension, index time series can be loaded using the ::: -The examples above show demonstrate the most basic ways to find ticker symbols with the OpenBB Platform. Create your own custom scripts for discovery by combining these with other methods. +The examples above show demonstrate the most basic ways to find ticker symbols with the OpenBB Platform. Create your own custom scripts for discovery by combining these with other methods. diff --git a/website/content/platform/usage/historical_prices.md b/website/content/platform/usage/historical_prices.md new file mode 100644 index 000000000000..11f256ee76a3 --- /dev/null +++ b/website/content/platform/usage/historical_prices.md @@ -0,0 +1,330 @@ +--- +title: Historical Prices +sidebar_position: 4 +description: This page provides an introduction to financial statement data available in the OpenBB + Platform. This includes quarterly and annual reports, along with metrics and ratios by company. + This guide provides examples for using the variety of sources. +keywords: +- stocks +- companies +- prices +- historical +- ohlc +- intraday +- intervals +- market data +--- + +import HeadTitle from '@site/src/components/General/HeadTitle.tsx'; + + + +Historical market prices typically come in the form of OHLC+V - open, high, low, close, volume. There may be additional fields returned by a provider, but those are the expected columns. Granularity and amount of historical data will vary by provider and subscription status. Visit their websites to understand what your entitlements are. + +:::info +These examples will assume that the OpenBB Platform is initialized in a Python session. + +```python +from openbb import obb +import pandas as pd +``` + +::: + +## Historical OHLC + +The `historical` function is located under a submodule for each asset type. In the `openbb-equity` module. + +```python +help(obb.equity.price.historical) +``` + +- This endpoint has the most number of providers out of any function. At the time of writing, choices are: + +['alpha_vantage', 'cboe', 'fmp', 'intrinio', 'polygon', 'tiingo', 'yfinance'] + +- Common parameters have been standardized across all sources, `start_date`, `end_date`, `interval`. + +- The default interval will be `1d`. + +- The depth of historical data and choices for granularity will vary by provider and subscription status. Refer to the website and documentation of each source understand your specific entitlements. + +- Despite being in the `equity` module, it's might be possible to get other asset types, like currencies or crypto, from the same endpoint. + +- For demonstration purposes, we will use the `openbb-yfinance` data extension. + +```python +df_daily = obb.equity.price.historical(symbol = "spy", provider="yfinance") +df_daily.to_df().head(1) +``` + +| date | open | high | low | close | volume | dividends | stock splits | capital gains | +|:--------------|-------:|-------:|-------:|--------:|-----------:|------------:|---------------:|----------------:| +| 2022-11-22 | 396.63 | 400.07 | 395.15 | 399.9 | 60429000 | 0 | 0 | 0 | + +To load the entire history available from a source, pick a starting date well beyond what it might be. For example, `1900-01-01` + +```python +df_daily =( + obb.equity.price.historical(symbol = "spy", start_date = "1990-01-01", provider="yfinance") + .to_df() +) +df_daily.head(1) +``` + +| date | open | high | low | close | volume | dividends | stock splits | capital gains | +|:--------------|-------:|-------:|------:|--------:|-----------:|------------:|---------------:|----------------:| +| 1993-01-29 | 43.97 | 43.97 | 43.75 | 43.94 | 1003200 | 0 | 0 | 0 | + +### Intervals + +The intervals are entered according to this pattern: + +- `1m` = One Minute +- `1h` = One Hour +- `1d` = One Day +- `1W` = One Week +- `1M` = One Month + +The date for monthly value is the first or last, depending on the provider. This can be easily resampled from daily data. + +```python +df_monthly = ( + obb.equity.price.historical("spy", start_date="1990-01-01", interval="1M", provider="yfinance") + .to_df() +) +df_monthly.tail(2) +``` + +| date | open | high | low | close | volume | dividends | stock splits | capital gains | +|:--------------|-------:|-------:|-------:|--------:|------------:|------------:|---------------:|----------------:| +| 2023-10-01 | 426.62 | 438.14 | 409.21 | 418.2 | 1999149700 | 0 | 0 | 0 | +| 2023-11-01 | 419.2 | 456.38 | 418.65 | 455.02 | 1161239576 | 0 | 0 | 0 | + +### Resample a Time Series + +`yfinance` returns the monthly data for the first day of each month. Let's resample it to take from the last, using the daily information captured in the previous cells. + +```python +( + df_daily[["open", "high", "low", "close", "volume"]] + .resample("M") + .agg( + {"open": "first", "high": "max", "low": "min", "close": "last", "volume": "sum"} + ).tail(2) +) +``` + +| date | open | high | low | close | volume | +|:--------------|-------:|-------:|-------:|--------:|------------:| +| 2023-10-31 | 426.62 | 438.14 | 409.21 | 418.2 | 1999149700 | +| 2023-11-30 | 419.2 | 456.38 | 418.65 | 455.02 | 1210484176 | + +We can see that the current month's total volume is higher when we resample the daily time series. It is difficult to know where the discrepancy lays, and it may just be a temporary glitch. However, we can verify that the total volume, according to YahooFinance, is the number we just sampled. + +:::note +If you are following along, the results will not match exactly what is displayed here. +::: + +```python +df_daily.loc["2023-11-01":].sum()["volume"] +``` + +```console +1210484176 +``` + +### Differences Between Sources + +To demonstrate the difference between sources, let's compare values for daily volume from several sources. + +```python +# Collect the data + +yahoo = obb.equity.price.historical("spy", provider="yfinance").to_df() +alphavantage = obb.equity.price.historical("spy", provider = "alpha_vantage").to_df() +intrinio = obb.equity.price.historical("spy", provider="intrinio").to_df() +fmp = obb.equity.price.historical("spy", provider="fmp").to_df() + +# Make a new DataFrame with just the volume columns +compare = pd.DataFrame() +compare["AV Volume"] = alphavantage["volume"].tail(10) +compare["FMP Volume"] = fmp["volume"].tail(10) +compare["Intrinio Volume"] = intrinio["volume"].tail(10) +compare["Yahoo Volume"] = yahoo["volume"].tail(10) + +compare +``` + +| date | AV Volume | FMP Volume | Intrinio Volume | Yahoo Volume | +|:--------------|------------:|-------------:|------------------:|---------------:| +| 2023-11-09 | 83174417 | 83071417 | 83174417 | 83174400 | +| 2023-11-10 | 89558054 | 89558054 | 89558054 | 89462200 | +| 2023-11-13 | 52236068 | 52192568 | 52236068 | 52236100 | +| 2023-11-14 | 97176935 | 97130503 | 97176935 | 97176900 | +| 2023-11-15 | 77327573 | 77327573 | 77327573 | 77327600 | +| 2023-11-16 | 66665797 | 66654468 | 66665797 | 66665800 | +| 2023-11-17 | 83193902 | 83193902 | 83193902 | 83133200 | +| 2023-11-20 | 70055633 | 69614633 | 70055633 | 69936200 | +| 2023-11-21 | 49244639 | 49244639 | 49244639 | 49244600 | +| 2023-11-22 | 59446573 | 59313820 | 58205780 | 59394900 | + +## Other Types of Symbols + +Other types of assets and ticker symbols can be loaded from `obb.equity.price.historical()`, below are some examples but not an exhaustive list. + +### Share Classes + +Some sources use `-` as the distinction between a share class, e.g., `BRK-A` and `BRK-B`. Other formats include: + +- A period: `BRK.A` +- A slash: `BRK/A` +- No separator, the share class becomes the fourth or fifth letter. + +```python +obb.equity.price.historical("brk.b", provider="polygon") +``` + +```python +obb.equity.price.historical("brk-b", provider="fmp") +``` + +While some providers handle the different formats on their end, others do not. This is something to consider when no results are returned from one source. Some may even use a combination, or accept multiple variations. Sometimes there is no real logic behind the additional characters, `GOOGL` vs. `GOOG`. These are known unknown variables of ticker symbology, what's good for one source may return errors from another. + +### Regional Identifiers + +With providers supporting market data from multiple jurisdictions, the most common method for requesting data outside of US-listings is to append a suffix to the ticker symbol (e.g., `RELIANCE.NS`). Formats may be unique to a provider, so it is best to review the source's documentation for an overview of their specific conventions. [This page](https://help.yahoo.com/kb/SLN2310.html) on Yahoo describes how they format symbols, which many others follow to some degree. + +### Indices + +Sources will have their own treatment of these symbols, some examples are: + +- YahooFinance/FMP/CBOE: ^RUT +- Polygon: I:NDX + +```python +obb.equity.price.historical("^RUT", provider="cboe").to_df().tail(1) +``` + +| date | open | high | low | close | volume | +|:--------------|--------:|--------:|--------:|--------:|---------:| +| 2023-11-22 | 1796.37 | 1804.96 | 1785.93 | 1792.92 | 0 | + +```python +obb.equity.price.historical("^RUT", provider="fmp").to_df().tail(1) +``` + +| date | open | high | low | close | volume | vwap | label | adj_close | unadjusted_volume | change | change_percent | change_over_time | +|:--------------|--------:|--------:|--------:|--------:|---------:|--------:|:----------------|------------:|--------------------:|---------:|-----------------:|-------------------:| +| 2023-11-22 | 1792.51 | 1803.12 | 1789.88 | 1795.54 | 0 | 1796.18 | November 22, 23 | 1795.54 | 0 | 3.02893 | 0.16898 | 0.0016898 | + +:::info +**For an endpoint geared more specifically towards indices, try `obb.index.market()`** +::: + +### Currencies + +FX symbols face the same dilemma as share classes, there are several variations of the same symbol. + +- YahooFinance: `EURUSD=X` +- Polygon: `C:EURUSD` +- AlphaVantage/FMP: `EURUSD` + +:::info +**The symbol prefixes are handled internally when `obb.currency.price.historical()` is used, enter as a pair with no extra characters.** +::: + +```python +obb.equity.price.historical("EURUSD=X", provider="yfinance").to_df().tail(1) +``` + +| date | open | high | low | close | volume | dividends | stock splits | +|:--------------|-------:|-------:|-------:|--------:|---------:|------------:|---------------:| +| 2023-11-22 | 1.0918 | 1.0923 | 1.0855 | 1.0918 | 0 | 0 | 0 | + +```python +obb.equity.price.historical("C:EURUSD", provider="polygon").to_df().tail(1) +``` + +| date | open | high | low | close | volume | vwap | transactions | +|:--------------|--------:|-------:|-------:|--------:|---------:|-------:|---------------:| +| 2023-11-21 | 1.09168 | 1.0923 | 1.0851 | 1.0888 | 155827 | 1.0893 | 155827 | + +### Crypto + +Similar, but different to FX tickers. + +- YahooFinance: `BTC-USD` +- Polygon: `X:BTCUSD` +- AlphaVantage/FMP: `BTCUSD` + +:::info +**The symbol prefixes are handled internally when `obb.crypto.price.historical()` is used, enter as a pair with no extra characters and placing the fiat currency second.** +::: + +```python +obb.equity.price.historical("X:BTCUSD", provider="polygon").to_df().tail(1) +``` + +| date | open | high | low | close | volume | vwap | transactions | +|:--------------|-------:|-------:|------:|--------:|---------:|--------:|---------------:| +| 2023-11-21 | 35756 | 37900 | 35633 | 37433.8 | 30411.4 | 36841.5 | 464907 | + +As noted above, `X:` or other prefixes are not required when using the `crypto` version of this same endpoint. + +```python +obb.crypto.price.historical("BTCUSD", provider="polygon").to_df().tail(1) +``` + +| date | open | high | low | close | volume | vwap | transactions | +|:--------------|-------:|-------:|------:|--------:|---------:|--------:|---------------:| +| 2023-11-21 | 35756 | 37900 | 35633 | 37433.8 | 30411.4 | 36841.5 | 464907 | + +### Futures + +Historical prices for the continuation chart, can be fetched by the `fmp` or `yfinance` data extensions. Individual active contracts are returned by `yfinance`. + +- Continuous front-month: `CL=F` +- December 2023 contract: `CLZ24.NYM` +- March 2024 contract: `CLH24.NYM` + +Individual contracts will require knowing which of the CME venues the future is listed on. `["NYM", "NYB", "CME", "CBT"]`. + +```python +obb.equity.price.historical("CL=F", provider="fmp").to_df().tail(1) +``` + +| date | open | high | low | close | volume | vwap | label | adj_close | unadjusted_volume | change | change_percent | change_over_time | +|:--------------|-------:|-------:|------:|--------:|---------:|-------:|:----------------|------------:|--------------------:|---------:|-----------------:|-------------------:| +| 2023-11-22 | 77.77 | 77.97 | 73.79 | 76.78 | 368686 | 76.18 | November 22, 23 | 76.78 | 368686 | -0.99 | -1.27 | -0.0127 | + +```python +obb.equity.price.historical("CLZ24.NYM", provider="yfinance").to_df().tail(1) +``` + +| date | open | high | low | close | volume | dividends | stock splits | +|:--------------|-------:|-------:|------:|--------:|---------:|------------:|---------------:| +| 2023-11-22 | 74.07 | 74.07 | 73.41 | 73.46 | 610 | 0 | 0 | + +### Options + +Individual options contracts are also loadable from `openbb.equity.price.historical()`. + +- YahooFinance: `SPY241220P00400000` +- Polygon: `O:SPY241220P00400000` + +```python +obb.equity.price.historical("SPY241220P00400000", provider="yfinance").to_df().tail(1) +``` + +| date | open | high | low | close | volume | dividends | stock splits | +|:--------------------|-------:|-------:|------:|--------:|---------:|------------:|---------------:| +| 2023-11-22 00:00:00 | 10.5 | 10.82 | 10.25 | 10.61 | 77 | 0 | 0 | + +```python +obb.equity.price.historical("O:SPY241220P00400000", provider="polygon").to_df().tail(1) +``` + +| date | open | high | low | close | volume | vwap | transactions | +|:--------------|-------:|-------:|------:|--------:|---------:|--------:|---------------:| +| 2023-11-20 | 10.9 | 10.95 | 10.75 | 10.75 | 17 | 10.8376 | 10 | diff --git a/website/content/platform/usage/index.md b/website/content/platform/usage/index.md index 360f73186bb0..f8669f467731 100644 --- a/website/content/platform/usage/index.md +++ b/website/content/platform/usage/index.md @@ -27,7 +27,7 @@ import HeadTitle from '@site/src/components/General/HeadTitle.tsx'; -At its base, the OpenBB Platform supplies core architecture and services for connecting data providers and extensions, consumable as a Python client and Fast API. The extension framework provides interoperability between as many, or few, services required. Optional extras are not included with the base installation, and these include: +At its base, the OpenBB Platform supplies core architecture and services for connecting data providers and extensions, consumable as a Python client and Fast API. The extension framework provides interoperability between as many, or few, services required. Optional extras are not included with the base installation, and these include: - Charting libraries and views - Data cleaning @@ -37,15 +37,15 @@ At its base, the OpenBB Platform supplies core architecture and services for con ## Authorization -By default, authorization is not required to initialize and use the core services. Most data providers, however, require an API key to access their data. They can be stored locally, or securely on the OpenBB Hub for convenient remote access. Refer to our Developer Guidelines for best practices within a production environment. +By default, authorization is not required to initialize and use the core services. Most data providers, however, require an API key to access their data. They can be stored locally, or securely on the OpenBB Hub for convenient remote access. Refer to our Developer Guidelines for best practices within a production environment. ### OpenBB Hub -Data provider credentials and user preferences can be securely stored on the OpenBB Hub and accessed via a revokable Personal Access Token (PAT). Login to the [Hub](https://my.openbb.co/) to manage this method of remote authorization. +Data provider credentials and user preferences can be securely stored on the OpenBB Hub and accessed via a revokable Personal Access Token (PAT). Login to the [Hub](https://my.openbb.co/) to manage this method of remote authorization. #### Python Client -The OpenBB Hub is a convenient solution for accessing data in temporary environments, like Google Colab. Login using the Python client with: +The OpenBB Hub is a convenient solution for accessing data in temporary environments, like Google Colab. Login using the Python client with: ```jupyterpython from openbb import obb @@ -79,7 +79,7 @@ Activate the Python environment and then start the server from a Terminal comman uvicorn openbb_core.api.rest_api:app ``` -To use the Fast API documentation page, navigate to [http://127.0.0.1:8000/docs](http://127.0.0.1:8000/docs). By default, no authorization is required. Basic authorization can be enabled with environment variables. In the home folder, along with `user_settings.json`, create a new file, `.env`, if it does not yet exist. +To use the Fast API documentation page, navigate to [http://127.0.0.1:8000/docs](http://127.0.0.1:8000/docs). By default, no authorization is required. Basic authorization can be enabled with environment variables. In the home folder, along with `user_settings.json`, create a new file, `.env`, if it does not yet exist. ```.env OPENBB_API_AUTH="True" @@ -112,7 +112,7 @@ Refer to the Developer Guidelines for custom authorization procedures. ### Local Environment -Credentials and user preferences are stored locally, `~/.openbb_platform/`, as a JSON file, `user_settings.json`. It is read upon initializing the Python client, or when the Fast API is authorized. If the file does not exist, create it with any text editor. The schema below can be copy/pasted if required, providers not listed here are added using the same format: +Credentials and user preferences are stored locally, `~/.openbb_platform/`, as a JSON file, `user_settings.json`. It is read upon initializing the Python client, or when the Fast API is authorized. If the file does not exist, create it with any text editor. The schema below can be copy/pasted if required, providers not listed here are added using the same format: ```json { @@ -136,7 +136,7 @@ obb.user.credentials.intrinio_api_key = "REPLACE_WITH_KEY" ## Environment Variables -Environment variables are defined in a `.env` file. If this file does not exist, create it inside the same folder `user_settings.json` is located. +Environment variables are defined in a `.env` file. If this file does not exist, create it inside the same folder `user_settings.json` is located. - `OPENBB_DEBUG_MODE`: enables verbosity while running the program - `OPENBB_DEVELOP_MODE`: points hub service to .co or .dev @@ -199,7 +199,7 @@ obb.user.preferences obb.user.defaults ``` -Notably, `obb.user.defaults`, defines default providers for any command. They are stored in the `user_settings.json` file, under `routes`. Below is an example of what it might look like. +Notably, `obb.user.defaults`, defines default providers for any command. They are stored in the `user_settings.json` file, under `routes`. Below is an example of what it might look like. ```json { @@ -223,20 +223,22 @@ Notably, `obb.user.defaults`, defines default providers for any command. They a } }, { - "data_directory": "~/OpenBBUserData", // Where to store data - "export_directory": "~/OpenBBUserData/exports", // Where to store exports - "cache_directory": "~/OpenBBUserData/cache", // Where to store the cache - "user_styles_directory": "~/OpenBBUserData/styles/user", // Where to store user styles - "charting_extension": "openbb_charting", // Charting extension to use - "chart_style": "dark", // Chart style to use (dark or light) - "plot_enable_pywry": true, // Whether to enable PyWry - "plot_pywry_width": 1400, // PyWry width - "plot_pywry_height": 762, // PyWry height - "plot_open_export": false, // Whether to open plot image exports after they are created - "table_style": "dark", // Table style to use (dark or light) - "request_timeout": 15, // Request timeout - "metadata": true, // Whether to include metadata in the output - "output_type": "OBBject" // Our default output type (OBBject, dataframe, polars, numpy, dict, chart) + "preferences": { + "data_directory": "~/OpenBBUserData", // Where to store data + "export_directory": "~/OpenBBUserData/exports", // Where to store exports + "cache_directory": "~/OpenBBUserData/cache", // Where to store the cache + "user_styles_directory": "~/OpenBBUserData/styles/user", // Where to store user styles + "charting_extension": "openbb_charting", // Charting extension to use + "chart_style": "dark", // Chart style to use (dark or light) + "plot_enable_pywry": true, // Whether to enable PyWry + "plot_pywry_width": 1400, // PyWry width + "plot_pywry_height": 762, // PyWry height + "plot_open_export": false, // Whether to open plot image exports after they are created + "table_style": "dark", // Table style to use (dark or light) + "request_timeout": 15, // Request timeout + "metadata": true, // Whether to include metadata in the output + "output_type": "OBBject" // Our default output type (OBBject, dataframe, polars, numpy, dict, chart) + } } } ``` @@ -253,7 +255,7 @@ Notably, `obb.user.defaults`, defines default providers for any command. They a ## Basic Response -The output of every command is an object which contains the results of the request, along with additional information. It is a custom class, `OBBject`, and always returns with the fields listed below: +The output of every command is an object which contains the results of the request, along with additional information. It is a custom class, `OBBject`, and always returns with the fields listed below: ```console id: ... # UUID Tag @@ -285,7 +287,7 @@ extra: {'metadata': {'arguments': {'provider_choices': {'provider': 'polygon'}, Additional class methods are helpers for converting the results to a variety of formats. -- `to_dict()`: converts to a dictionary of lists. +- `to_dict()`: converts to a dictionary, accepting all standard "orientation" parameters, i.e., "records" - `to_df()` / `to_dataframe()`: converts to a Pandas DataFrame. - `to_numpy()`: converts to a Numpy array. - `to_polars()`: converts to a Polars table. @@ -309,9 +311,18 @@ if response.status_code == 200: data.to_df() ``` +:::info +The preferred output type can be set with a user preference. + +```python +obb.user.preferences.output_type="dataframe" +``` + +::: + ## Dynamic Command Execution -Dynamic execution provides an alternate entry point to functions. This method requires formatting the query as demonstrated below. +Dynamic execution provides an alternate entry point to functions. This method requires formatting the query as demonstrated below. ```python from openbb_core.app.command_runner import CommandRunner diff --git a/website/content/platform/usage/market_calendars.md b/website/content/platform/usage/market_calendars.md index 0c4711e0ba23..f129838fc677 100644 --- a/website/content/platform/usage/market_calendars.md +++ b/website/content/platform/usage/market_calendars.md @@ -1,9 +1,9 @@ --- title: Market Calendars -sidebar_position: 4 -description: This page provides details on the market calendars available in the OpenBB +sidebar_position: 5 +description: This page provides details on the market calendars available in the OpenBB Platform. Equity and economic calendars keep investors abreast of market activity and events. - This guide provides examples for using the variety of calendars, and differences between sources. + This guide provides examples for using the variety of calendars, and differences between sources. keywords: - stocks - companies @@ -33,7 +33,7 @@ import HeadTitle from '@site/src/components/General/HeadTitle.tsx'; -Market calendars are an essential part of any analyst's daily rituals. Economic events and corporate actions provide near-term trading opportunities (or reasons to get out of the way) as expectations meet reality. The OpenBB Platform has a variety of calendars. +Market calendars are an essential part of any analyst's daily rituals. Economic events and corporate actions provide near-term trading opportunities (or reasons to get out of the way) as expectations meet reality. The OpenBB Platform has a variety of calendars. - Economic - Earnings @@ -48,6 +48,7 @@ Examples on this page will assume that the OpenBB Platform is installed, the Pyt ```python from openbb import obb +import pandas as pd ``` ::: @@ -57,12 +58,12 @@ from openbb import obb The economic calendar aggregates global central bank and macroeconomic releases, it is located within the `obb.economy` module. :::tip -Do not rely on the economic calendar for real-time updates. Times posted are scheduled by publishers and are estimates which do not reflect the actual time data is released to the public. +Do not rely on the economic calendar for real-time updates. Times posted are scheduled by publishers and are estimates which do not reflect the actual time data is released to the public. ::: ### Timezone Considerations -There are subtle differences between providers, the main consideration will be the timestamp. FMP and TradingEconomics both return the calendar as UTC-0, while Nasdaq posts events in US/Eastern time. Of the three, only TradingEconomics provides a TZ-aware timestamp. The differences can be reconciled with a few lines of code. +There are subtle differences between providers, the main consideration will be the timestamp. FMP and TradingEconomics both return the calendar as UTC-0, while Nasdaq posts events in US/Eastern time. Of the three, only TradingEconomics provides a TZ-aware timestamp. The differences can be reconciled with a few lines of code. To identify the issue, let's look at one event. First, from FMP: @@ -112,9 +113,9 @@ For these reasons, among others, it is important for users to know and understan ### Filtering by Event -The providers do not have a pre-request filter for a specific event. TradingEconomics does have categories, like 'government', but that does not focus it on any particular release. To find something like PMI reports, search for it post-request. +The providers do not have a pre-request filter for a specific event. TradingEconomics does have categories, like 'government', but that does not focus it on any particular release. To find something like PMI reports, search for it post-request. -FMP allows queries to this endpoint to be a maximum width of three months. To get the year-to-date events, requests will need to loop. The code below will do that, filter the results for ISM Manufacturing New Orders, and display the table of hits. +FMP allows queries to this endpoint to be a maximum width of three months. To get the year-to-date events, requests will need to loop. The code below will do that, filter the results for ISM Manufacturing New Orders, and display the table of hits. ### ISM New Orders @@ -152,7 +153,7 @@ events[events["event"].str.contains("ISM Manufacturing New Orders")] ## Earnings Calendar -The earnings calendar works in a similar way. For companies outside of the US, try the `openbb-fmp` provider. +The earnings calendar works in a similar way. For companies outside of the US, try the `openbb-fmp` provider. ```python calendar = ( @@ -164,7 +165,7 @@ calendar = ( ) ``` -This returned 1,234 results, but let's filter it down to those companies with analysts estimates, and display the top ten by EPS conensus. +This returned 1,234 results, but let's filter it down to those companies with analysts estimates, and display the top ten by EPS consensus. ```python ( @@ -194,7 +195,7 @@ EPS values are reported in the currency of the exchange listing price, direct co ## Dividend Calendar -The dividend calendar uses start/end dates that reflect the ex-dividend date - the date when it begins trading without dividend rights. Aside from the notable dates, the information returned tells you only the amount paid. Calculating the yield requires more data. +The dividend calendar uses start/end dates that reflect the ex-dividend date - the date when it begins trading without dividend rights. Aside from the notable dates, the information returned tells you only the amount paid. Calculating the yield requires more data. :::note @@ -207,7 +208,7 @@ The dividend calendar uses start/end dates that reflect the ex-dividend date - t ### Calculate Dividend Yield -The ten highest-payments going ex-div between November 20-24 are shown below. With T+2 settlement, a purchase needs to occur two days prior to the record date for payment eligibility. The dividend yield is the current payment annualized as a percent of the asset's price. +The ten highest-payments going ex-div between November 20-24 are shown below. With T+2 settlement, a purchase needs to occur two days prior to the record date for payment eligibility. The dividend yield is the current payment annualized as a percent of the asset's price. ```python dividends = ( @@ -256,7 +257,7 @@ dividends["yield"] = ( ## IPO Calendar -The IPO calendar shows events based on their status - `["upcoming", "priced", "withdrawn"]` - and Intrinio provides a filter for the min/max dollar amount offerred. +The IPO calendar shows events based on their status - `["upcoming", "priced", "withdrawn"]` - and Intrinio provides a filter for the min/max dollar amount offered. :::note The data from both Intrinio and Nasdaq is US-only, both relying on the SEC for filing information. @@ -266,7 +267,7 @@ Use the `status` parameter to find announcements in different stages of the cycl ### Upcoming -The initial public offerings that are confirmed to be coming to market are categorized as 'upcoming'. The number of companies going public at any given time will depend on market cycles. +The initial public offerings that are confirmed to be coming to market are categorized as 'upcoming'. The number of companies going public at any given time will depend on market cycles. ```python obb.equity.calendar.ipo(provider="nasdaq", status="upcoming").to_df() @@ -292,7 +293,7 @@ obb.equity.calendar.ipo(provider="nasdaq", status="withdrawn").to_df().tail(3) ### SPO -SPOs, secondary pubic offerings, are shares being sold by investors after an IPO. The money does not go to the company, but directly to the investor selling shares into the market. The `openbb-nasdaq` provider has an additional boolean parameter, `is_spo`. By default, year-to-date data is returned. +SPOs, secondary pubic offerings, are shares being sold by investors after an IPO. The money does not go to the company, but directly to the investor selling shares into the market. The `openbb-nasdaq` provider has an additional boolean parameter, `is_spo`. By default, year-to-date data is returned. ```python obb.equity.calendar.ipo(provider="nasdaq", is_spo=True).to_df().tail(1) diff --git a/website/content/pro/getting-started/free-trial.md b/website/content/pro/getting-started/free-trial.md index 5946ade2eeab..630b6e7c60bc 100644 --- a/website/content/pro/getting-started/free-trial.md +++ b/website/content/pro/getting-started/free-trial.md @@ -20,7 +20,7 @@ import HeadTitle from '@site/src/components/General/HeadTitle.tsx'; There are 3 main ways to get started: -1. Join the waitlist at https://my.openbb.co/app/pro/early-access +1. Join the wait list at 2. Get invited by a colleague who already has access @@ -28,12 +28,10 @@ There are 3 main ways to get started: The free trial of **OpenBB Terminal Pro** grants you full access to all features and data for a period of 2 weeks. -To continue using the product after the trial period you can reach out to sales@openbb.finance to extend your trial and discuss pricing options. +To continue using the product after the trial period you can reach out to to extend your trial and discuss pricing options. As an early adopter, your feedback is invaluable. The OpenBB team may reach out to understand your experience and gather insights for improvement. -Note: For your security, you'll need to set up 2-Factor authentication when you log in. - ## Personalized Onboarding Upon your first login, we'll ask a few questions about your investment interests, background, and workflow. diff --git a/website/content/pro/main-menu/data-connectors/index.md b/website/content/pro/main-menu/data-connectors/index.md index c1950db0aa68..24469212797e 100644 --- a/website/content/pro/main-menu/data-connectors/index.md +++ b/website/content/pro/main-menu/data-connectors/index.md @@ -39,11 +39,11 @@ We offer three distinct methods for importing your data into the platform. ## Single Widget -This method allows users to import an API endpoint that is directly rendered into a table format. While customization is limited, it provides a quick and easy way to visualize your data. More information can be found [here](/pro/single-widget). +This method allows users to import an API endpoint that is directly rendered into a table format. While customization is limited, it provides a quick and easy way to visualize your data. More information can be found [here](/pro/main-menu/data-connectors/single-widget). ## Integrate your own backend -For those who prefer a more hands-on approach, you can create your own backend. You can either leverage OpenBB's cookie-cutter or build a language-agnostic API. More information can be found [here](/pro/integrate-your-own-backend). +For those who prefer a more hands-on approach, you can create your own backend. You can either leverage OpenBB's cookie-cutter or build a language-agnostic API. More information can be found [here](/pro/main-menu/data-connectors/integrate-your-own-backend). ## Native Integrations diff --git a/website/content/terminal/installation/pypi.md b/website/content/terminal/installation/pypi.md index 87ca3f4468f5..0c9e2e17c990 100644 --- a/website/content/terminal/installation/pypi.md +++ b/website/content/terminal/installation/pypi.md @@ -208,7 +208,7 @@ Make sure to have completed all previous steps. If followed, there will be a vir Install the main package of Openbb SDK with `pip`, a package manager. ```shell -pip install openbb-terminal --no-cache-dir +pip install openbb==3.2.4 --no-cache-dir ``` This method provides access to the data aggregation and charting functions of the OpenBB SDK. It does not provide access to the advanced features that are provided by the Portfolio Optimization and Machine Learning toolkits. @@ -216,23 +216,23 @@ This method provides access to the data aggregation and charting functions of th The toolkits can be installed individually with: ```shell -pip install "openbb-terminal[optimization]" --no-cache-dir +pip install "openbb[optimization]==3.2.4" --no-cache-dir ``` and ```shell -pip install "openbb-terminal[forecast]" --no-cache-dir +pip install "openbb[forecast]==3.2.4" --no-cache-dir ``` Install all available toolkits at once with: ```shell -pip install "openbb-terminal[all]" --no-cache-dir +pip install "openbb[all]==3.2.4" --no-cache-dir ``` :::info -`pip install openbb-terminal[all]` is not yet compatible with environments such as Google Colab and Kaggle as they come with preinstalled packages that can conflict with the ones used in the OpenBBTerminal and SDK. It may be possible to install without the extra toolkits, but we currently do not officially support this type of installation. We are working on a solution to this problem and will update this section once it is resolved. +`pip install openbb[all]==3.2.4` is not yet compatible with environments such as Google Colab and Kaggle as they come with preinstalled packages that can conflict with the ones used in the OpenBBTerminal and SDK. It may be possible to install without the extra toolkits, but we currently do not officially support this type of installation. We are working on a solution to this problem and will update this section once it is resolved. ::: ## Verify Installation diff --git a/website/generate_widgets_library.py b/website/generate_widgets_library.py index 5bb1e361fef5..b8574f82e493 100644 --- a/website/generate_widgets_library.py +++ b/website/generate_widgets_library.py @@ -20,13 +20,13 @@ def main() -> bool: if widget_info.get("disabled", False): continue - category_1 = widget_info.get("category_1") # this is a mandatory field + category_1 = widget_info.get("category") # this is a mandatory field if category_1: # Initialize dict for category_1 within category_root if category_1 not in new_all_widgets: new_all_widgets[category_1] = {} - category_2 = widget_info.get("category_2") # OPTIONAL field + category_2 = widget_info.get("sub_category") # OPTIONAL field if category_2: if category_2 not in new_all_widgets[category_1]: new_all_widgets[category_1][category_2] = [] diff --git a/website/metadata/platform_v4_seo_metadata.json b/website/metadata/platform_v4_seo_metadata.json index b63154fe7023..af09c4cdb7e4 100644 --- a/website/metadata/platform_v4_seo_metadata.json +++ b/website/metadata/platform_v4_seo_metadata.json @@ -3281,7 +3281,7 @@ }, "regulators.cftc.cot_search": { "title": "cot_search", - "description": "Learn about curated Commitment of Traders Reports series information\n and how to perform a fuzzy search for specific data. Find details on the parameters,\n data returned, and available CFTC codes.", + "description": "Learn about curated Commitment of Traders Reports series information\n and how to perform a search for specific data. Find details on the parameters,\n data returned, and available CFTC codes.", "keywords": [ "Commitment of Traders Reports", "curated COT Reports series", @@ -3413,9 +3413,9 @@ }, "regulators.sec.sic_search": { "title": "sic_search", - "description": "Learn how to perform a fuzzy search for industry titles, reporting office,\n and SIC codes using Python. Explore the parameters, returns, and data associated\n with the `obb.regulators.sec.sic_search` function.", + "description": "Learn how to perform a search for industry titles, reporting office,\n and SIC codes using Python. Explore the parameters, returns, and data associated\n with the `obb.regulators.sec.sic_search` function.", "keywords": [ - "fuzzy search", + "search", "industry titles", "reporting office", "SIC codes", diff --git a/website/package-lock.json b/website/package-lock.json index 82a9d4288a91..3ea33016f457 100644 --- a/website/package-lock.json +++ b/website/package-lock.json @@ -16,6 +16,7 @@ "@radix-ui/react-dialog": "^1.0.2", "@radix-ui/react-popover": "^1.0.3", "@radix-ui/react-tooltip": "^1.0.5", + "axios": "^1.6.2", "clsx": "^1.2.1", "fuse.js": "^6.6.2", "hast-util-is-element": "^1.1.0", @@ -4416,6 +4417,11 @@ "resolved": "https://registry.npmjs.org/asap/-/asap-2.0.6.tgz", "integrity": "sha512-BSHWgDSAiKs50o2Re8ppvp3seVHXSRM44cdSsT9FfNEUUZLOGWVCsiWaRPWM1Znn+mqZ1OfVZ3z3DWEzSp7hRA==" }, + "node_modules/asynckit": { + "version": "0.4.0", + "resolved": "https://registry.npmjs.org/asynckit/-/asynckit-0.4.0.tgz", + "integrity": "sha512-Oei9OH4tRh0YqU3GxhX79dM/mwVgvbZJaSNaRk+bshkj0S5cfHcgYakreBjrHwatXKbz+IoIdYLxrKim2MjW0Q==" + }, "node_modules/at-least-node": { "version": "1.0.0", "resolved": "https://registry.npmjs.org/at-least-node/-/at-least-node-1.0.0.tgz", @@ -4457,11 +4463,13 @@ } }, "node_modules/axios": { - "version": "0.25.0", - "resolved": "https://registry.npmjs.org/axios/-/axios-0.25.0.tgz", - "integrity": "sha512-cD8FOb0tRH3uuEe6+evtAbgJtfxr7ly3fQjYcMcuPlgkwVS9xboaVIpcDV+cYQe+yGykgwZCs1pzjntcGa6l5g==", + "version": "1.6.2", + "resolved": "https://registry.npmjs.org/axios/-/axios-1.6.2.tgz", + "integrity": "sha512-7i24Ri4pmDRfJTR7LDBhsOTtcm+9kjX5WiY1X3wIisx6G9So3pfMkEiU7emUBe46oceVImccTEM3k6C5dbVW8A==", "dependencies": { - "follow-redirects": "^1.14.7" + "follow-redirects": "^1.15.0", + "form-data": "^4.0.0", + "proxy-from-env": "^1.1.0" } }, "node_modules/babel-loader": { @@ -5150,6 +5158,17 @@ "node": ">=10" } }, + "node_modules/combined-stream": { + "version": "1.0.8", + "resolved": "https://registry.npmjs.org/combined-stream/-/combined-stream-1.0.8.tgz", + "integrity": "sha512-FQN4MRfuJeHf7cBbBMJFXhKSDq+2kAArBlmRBvcvFE5BB1HZKXtSFASDhdlz9zOYwxh8lDdnvmMOe/+5cdoEdg==", + "dependencies": { + "delayed-stream": "~1.0.0" + }, + "engines": { + "node": ">= 0.8" + } + }, "node_modules/comma-separated-tokens": { "version": "1.0.8", "resolved": "https://registry.npmjs.org/comma-separated-tokens/-/comma-separated-tokens-1.0.8.tgz", @@ -5895,6 +5914,14 @@ "url": "https://github.com/sponsors/sindresorhus" } }, + "node_modules/delayed-stream": { + "version": "1.0.0", + "resolved": "https://registry.npmjs.org/delayed-stream/-/delayed-stream-1.0.0.tgz", + "integrity": "sha512-ZySD7Nf91aLB0RxL4KGrKHBXl7Eds1DAmEdcoVawXnLD7SDhpNgtuII2aAkg7a7QS41jxPSZ17p4VdGnMHk3MQ==", + "engines": { + "node": ">=0.4.0" + } + }, "node_modules/depd": { "version": "2.0.0", "resolved": "https://registry.npmjs.org/depd/-/depd-2.0.0.tgz", @@ -6816,6 +6843,19 @@ "node": ">=6" } }, + "node_modules/form-data": { + "version": "4.0.0", + "resolved": "https://registry.npmjs.org/form-data/-/form-data-4.0.0.tgz", + "integrity": "sha512-ETEklSGi5t0QMZuiXoA/Q6vcnxcLQP5vdugSpuAyi6SVGi2clPPp+xgEhuMaHC+zGgn31Kd235W35f7Hykkaww==", + "dependencies": { + "asynckit": "^0.4.0", + "combined-stream": "^1.0.8", + "mime-types": "^2.1.12" + }, + "engines": { + "node": ">= 6" + } + }, "node_modules/forwarded": { "version": "0.2.0", "resolved": "https://registry.npmjs.org/forwarded/-/forwarded-0.2.0.tgz", @@ -9999,6 +10039,11 @@ "node": ">= 0.10" } }, + "node_modules/proxy-from-env": { + "version": "1.1.0", + "resolved": "https://registry.npmjs.org/proxy-from-env/-/proxy-from-env-1.1.0.tgz", + "integrity": "sha512-D+zkORCbA9f1tdWRK0RaCR3GPv50cMxcrz4X8k5LTSUD1Dkw47mKJEZQNunItRTkWwgtaUSo1RVFRIG9ZXiFYg==" + }, "node_modules/pump": { "version": "3.0.0", "resolved": "https://registry.npmjs.org/pump/-/pump-3.0.0.tgz", @@ -12947,6 +12992,14 @@ "node": ">=10.0.0" } }, + "node_modules/wait-on/node_modules/axios": { + "version": "0.25.0", + "resolved": "https://registry.npmjs.org/axios/-/axios-0.25.0.tgz", + "integrity": "sha512-cD8FOb0tRH3uuEe6+evtAbgJtfxr7ly3fQjYcMcuPlgkwVS9xboaVIpcDV+cYQe+yGykgwZCs1pzjntcGa6l5g==", + "dependencies": { + "follow-redirects": "^1.14.7" + } + }, "node_modules/watchpack": { "version": "2.4.0", "resolved": "https://registry.npmjs.org/watchpack/-/watchpack-2.4.0.tgz", diff --git a/website/pypi.md b/website/pypi.md index e1c8b7608914..3e12f7d70267 100644 --- a/website/pypi.md +++ b/website/pypi.md @@ -19,7 +19,7 @@ More information on this product can be found [here](https://openbb.co/products/ The command below provides access to the core functionalities behind the [OpenBB Terminal](https://openbb.co/products/terminal). ```python -pip install openbb-terminal +pip install openbb==3.2.4 ``` If you wish to utilize our **Portfolio Optimization** or **Machine Learning / Artificial Intelligence** toolkits, please see instructions [here](https://docs.openbb.co/terminal/installation).