From d211e6c1c13af58b2a685f8756c7ecea9739e5a5 Mon Sep 17 00:00:00 2001 From: jdebacker Date: Mon, 23 Dec 2024 14:06:22 -0500 Subject: [PATCH] update demos for new dp object --- docs/book/content/examples/PSL_demo.ipynb | 1357 ++++++----------- .../content/examples/TCJA_extension.ipynb | 158 +- 2 files changed, 576 insertions(+), 939 deletions(-) diff --git a/docs/book/content/examples/PSL_demo.ipynb b/docs/book/content/examples/PSL_demo.ipynb index a5131f8f..dd623850 100644 --- a/docs/book/content/examples/PSL_demo.ipynb +++ b/docs/book/content/examples/PSL_demo.ipynb @@ -20,9 +20,39 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 1, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Requirement already satisfied: cost-of-capital-calculator in /Users/jason.debacker/anaconda3/envs/ccc-dev/lib/python3.12/site-packages (1.5.2)\n", + "Requirement already satisfied: taxcalc in /Users/jason.debacker/anaconda3/envs/ccc-dev/lib/python3.12/site-packages (from cost-of-capital-calculator) (4.4.0)\n", + "Requirement already satisfied: pandas in /Users/jason.debacker/anaconda3/envs/ccc-dev/lib/python3.12/site-packages (from cost-of-capital-calculator) (2.2.2)\n", + "Requirement already satisfied: bokeh in /Users/jason.debacker/anaconda3/envs/ccc-dev/lib/python3.12/site-packages (from cost-of-capital-calculator) (3.3.4)\n", + "Requirement already satisfied: numpy in /Users/jason.debacker/anaconda3/envs/ccc-dev/lib/python3.12/site-packages (from cost-of-capital-calculator) (1.26.4)\n", + "Requirement already satisfied: paramtools in /Users/jason.debacker/anaconda3/envs/ccc-dev/lib/python3.12/site-packages (from cost-of-capital-calculator) (0.19.0)\n", + "Requirement already satisfied: Jinja2>=2.9 in /Users/jason.debacker/anaconda3/envs/ccc-dev/lib/python3.12/site-packages (from bokeh->cost-of-capital-calculator) (3.1.4)\n", + "Requirement already satisfied: contourpy>=1 in /Users/jason.debacker/anaconda3/envs/ccc-dev/lib/python3.12/site-packages (from bokeh->cost-of-capital-calculator) (1.2.0)\n", + "Requirement already satisfied: packaging>=16.8 in /Users/jason.debacker/anaconda3/envs/ccc-dev/lib/python3.12/site-packages (from bokeh->cost-of-capital-calculator) (24.1)\n", + "Requirement already satisfied: pillow>=7.1.0 in /Users/jason.debacker/anaconda3/envs/ccc-dev/lib/python3.12/site-packages (from bokeh->cost-of-capital-calculator) (10.4.0)\n", + "Requirement already satisfied: PyYAML>=3.10 in /Users/jason.debacker/anaconda3/envs/ccc-dev/lib/python3.12/site-packages (from bokeh->cost-of-capital-calculator) (6.0.1)\n", + "Requirement already satisfied: tornado>=5.1 in /Users/jason.debacker/anaconda3/envs/ccc-dev/lib/python3.12/site-packages (from bokeh->cost-of-capital-calculator) (6.4.1)\n", + "Requirement already satisfied: xyzservices>=2021.09.1 in /Users/jason.debacker/anaconda3/envs/ccc-dev/lib/python3.12/site-packages (from bokeh->cost-of-capital-calculator) (2022.9.0)\n", + "Requirement already satisfied: python-dateutil>=2.8.2 in /Users/jason.debacker/anaconda3/envs/ccc-dev/lib/python3.12/site-packages (from pandas->cost-of-capital-calculator) (2.9.0.post0)\n", + "Requirement already satisfied: pytz>=2020.1 in /Users/jason.debacker/anaconda3/envs/ccc-dev/lib/python3.12/site-packages (from pandas->cost-of-capital-calculator) (2024.1)\n", + "Requirement already satisfied: tzdata>=2022.7 in /Users/jason.debacker/anaconda3/envs/ccc-dev/lib/python3.12/site-packages (from pandas->cost-of-capital-calculator) (2023.3)\n", + "Requirement already satisfied: marshmallow>=3.0.0 in /Users/jason.debacker/anaconda3/envs/ccc-dev/lib/python3.12/site-packages (from paramtools->cost-of-capital-calculator) (3.19.0)\n", + "Requirement already satisfied: fsspec in /Users/jason.debacker/anaconda3/envs/ccc-dev/lib/python3.12/site-packages (from paramtools->cost-of-capital-calculator) (2024.6.1)\n", + "Requirement already satisfied: sortedcontainers in /Users/jason.debacker/anaconda3/envs/ccc-dev/lib/python3.12/site-packages (from paramtools->cost-of-capital-calculator) (2.4.0)\n", + "Requirement already satisfied: numba in /Users/jason.debacker/anaconda3/envs/ccc-dev/lib/python3.12/site-packages (from taxcalc->cost-of-capital-calculator) (0.59.0)\n", + "Requirement already satisfied: MarkupSafe>=2.0 in /Users/jason.debacker/anaconda3/envs/ccc-dev/lib/python3.12/site-packages (from Jinja2>=2.9->bokeh->cost-of-capital-calculator) (2.1.3)\n", + "Requirement already satisfied: six>=1.5 in /Users/jason.debacker/anaconda3/envs/ccc-dev/lib/python3.12/site-packages (from python-dateutil>=2.8.2->pandas->cost-of-capital-calculator) (1.16.0)\n", + "Requirement already satisfied: llvmlite<0.43,>=0.42.0dev0 in /Users/jason.debacker/anaconda3/envs/ccc-dev/lib/python3.12/site-packages (from numba->taxcalc->cost-of-capital-calculator) (0.42.0)\n" + ] + } + ], "source": [ "# To install ccc package (if not already):\n", "import sys\n", @@ -32,7 +62,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 2, "metadata": {}, "outputs": [ { @@ -48,7 +78,7 @@ " \n", "
\n", " \n", - " Loading BokehJS ...\n", + " Loading BokehJS ...\n", "
\n" ] }, @@ -57,7 +87,7 @@ }, { "data": { - "application/javascript": "(function(root) {\n function now() {\n return new Date();\n }\n\n const force = true;\n\n if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n root._bokeh_onload_callbacks = [];\n root._bokeh_is_loading = undefined;\n }\n\nconst JS_MIME_TYPE = 'application/javascript';\n const HTML_MIME_TYPE = 'text/html';\n const EXEC_MIME_TYPE = 'application/vnd.bokehjs_exec.v0+json';\n const CLASS_NAME = 'output_bokeh rendered_html';\n\n /**\n * Render data to the DOM node\n */\n function render(props, node) {\n const script = document.createElement(\"script\");\n node.appendChild(script);\n }\n\n /**\n * Handle when an output is cleared or removed\n */\n function handleClearOutput(event, handle) {\n function drop(id) {\n const view = Bokeh.index.get_by_id(id)\n if (view != null) {\n view.model.document.clear()\n Bokeh.index.delete(view)\n }\n }\n\n const cell = handle.cell;\n\n const id = cell.output_area._bokeh_element_id;\n const server_id = cell.output_area._bokeh_server_id;\n\n // Clean up Bokeh references\n if (id != null) {\n drop(id)\n }\n\n if (server_id !== undefined) {\n // Clean up Bokeh references\n const cmd_clean = \"from bokeh.io.state import curstate; print(curstate().uuid_to_server['\" + server_id + \"'].get_sessions()[0].document.roots[0]._id)\";\n cell.notebook.kernel.execute(cmd_clean, {\n iopub: {\n output: function(msg) {\n const id = msg.content.text.trim()\n drop(id)\n }\n }\n });\n // Destroy server and session\n const cmd_destroy = \"import bokeh.io.notebook as ion; ion.destroy_server('\" + server_id + \"')\";\n cell.notebook.kernel.execute(cmd_destroy);\n }\n }\n\n /**\n * Handle when a new output is added\n */\n function handleAddOutput(event, handle) {\n const output_area = handle.output_area;\n const output = handle.output;\n\n // limit handleAddOutput to display_data with EXEC_MIME_TYPE content only\n if ((output.output_type != \"display_data\") || (!Object.prototype.hasOwnProperty.call(output.data, EXEC_MIME_TYPE))) {\n return\n }\n\n const toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n\n if (output.metadata[EXEC_MIME_TYPE][\"id\"] !== undefined) {\n toinsert[toinsert.length - 1].firstChild.textContent = output.data[JS_MIME_TYPE];\n // store reference to embed id on output_area\n output_area._bokeh_element_id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n }\n if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n const bk_div = document.createElement(\"div\");\n bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n const script_attrs = bk_div.children[0].attributes;\n for (let i = 0; i < script_attrs.length; i++) {\n toinsert[toinsert.length - 1].firstChild.setAttribute(script_attrs[i].name, script_attrs[i].value);\n toinsert[toinsert.length - 1].firstChild.textContent = bk_div.children[0].textContent\n }\n // store reference to server id on output_area\n output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n }\n }\n\n function register_renderer(events, OutputArea) {\n\n function append_mime(data, metadata, element) {\n // create a DOM node to render to\n const toinsert = this.create_output_subarea(\n metadata,\n CLASS_NAME,\n EXEC_MIME_TYPE\n );\n this.keyboard_manager.register_events(toinsert);\n // Render to node\n const props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n render(props, toinsert[toinsert.length - 1]);\n element.append(toinsert);\n return toinsert\n }\n\n /* Handle when an output is cleared or removed */\n events.on('clear_output.CodeCell', handleClearOutput);\n events.on('delete.Cell', handleClearOutput);\n\n /* Handle when a new output is added */\n events.on('output_added.OutputArea', handleAddOutput);\n\n /**\n * Register the mime type and append_mime function with output_area\n */\n OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n /* Is output safe? */\n safe: true,\n /* Index of renderer in `output_area.display_order` */\n index: 0\n });\n }\n\n // register the mime type if in Jupyter Notebook environment and previously unregistered\n if (root.Jupyter !== undefined) {\n const events = require('base/js/events');\n const OutputArea = require('notebook/js/outputarea').OutputArea;\n\n if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n register_renderer(events, OutputArea);\n }\n }\n if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n root._bokeh_timeout = Date.now() + 5000;\n root._bokeh_failed_load = false;\n }\n\n const NB_LOAD_WARNING = {'data': {'text/html':\n \"
\\n\"+\n \"

\\n\"+\n \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n \"

\\n\"+\n \"\\n\"+\n \"\\n\"+\n \"from bokeh.resources import INLINE\\n\"+\n \"output_notebook(resources=INLINE)\\n\"+\n \"\\n\"+\n \"
\"}};\n\n function display_loaded() {\n const el = document.getElementById(\"de96cb22-398b-407f-b358-b6c4d9379778\");\n if (el != null) {\n el.textContent = \"BokehJS is loading...\";\n }\n if (root.Bokeh !== undefined) {\n if (el != null) {\n el.textContent = \"BokehJS \" + root.Bokeh.version + \" successfully loaded.\";\n }\n } else if (Date.now() < root._bokeh_timeout) {\n setTimeout(display_loaded, 100)\n }\n }\n\n function run_callbacks() {\n try {\n root._bokeh_onload_callbacks.forEach(function(callback) {\n if (callback != null)\n callback();\n });\n } finally {\n delete root._bokeh_onload_callbacks\n }\n console.debug(\"Bokeh: all callbacks have finished\");\n }\n\n function load_libs(css_urls, js_urls, callback) {\n if (css_urls == null) css_urls = [];\n if (js_urls == null) js_urls = [];\n\n root._bokeh_onload_callbacks.push(callback);\n if (root._bokeh_is_loading > 0) {\n console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n return null;\n }\n if (js_urls == null || js_urls.length === 0) {\n run_callbacks();\n return null;\n }\n console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n root._bokeh_is_loading = css_urls.length + js_urls.length;\n\n function on_load() {\n root._bokeh_is_loading--;\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n run_callbacks()\n }\n }\n\n function on_error(url) {\n console.error(\"failed to load \" + url);\n }\n\n for (let i = 0; i < css_urls.length; i++) {\n const url = css_urls[i];\n const element = document.createElement(\"link\");\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.rel = \"stylesheet\";\n element.type = \"text/css\";\n element.href = url;\n console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n document.body.appendChild(element);\n }\n\n for (let i = 0; i < js_urls.length; i++) {\n const url = js_urls[i];\n const element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.async = false;\n element.src = url;\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n };\n\n function inject_raw_css(css) {\n const element = document.createElement(\"style\");\n element.appendChild(document.createTextNode(css));\n document.body.appendChild(element);\n }\n\n const js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.3.4.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.3.4.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.3.4.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.3.4.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-mathjax-3.3.4.min.js\"];\n const css_urls = [];\n\n const inline_js = [ function(Bokeh) {\n Bokeh.set_log_level(\"info\");\n },\nfunction(Bokeh) {\n }\n ];\n\n function run_inline_js() {\n if (root.Bokeh !== undefined || force === true) {\n for (let i = 0; i < inline_js.length; i++) {\n inline_js[i].call(root, root.Bokeh);\n }\nif (force === true) {\n display_loaded();\n }} else if (Date.now() < root._bokeh_timeout) {\n setTimeout(run_inline_js, 100);\n } else if (!root._bokeh_failed_load) {\n console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n root._bokeh_failed_load = true;\n } else if (force !== true) {\n const cell = $(document.getElementById(\"de96cb22-398b-407f-b358-b6c4d9379778\")).parents('.cell').data().cell;\n cell.output_area.append_execute_result(NB_LOAD_WARNING)\n }\n }\n\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n run_inline_js();\n } else {\n load_libs(css_urls, js_urls, function() {\n console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n run_inline_js();\n });\n }\n}(window));", + "application/javascript": "(function(root) {\n function now() {\n return new Date();\n }\n\n const force = true;\n\n if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n root._bokeh_onload_callbacks = [];\n root._bokeh_is_loading = undefined;\n }\n\nconst JS_MIME_TYPE = 'application/javascript';\n const HTML_MIME_TYPE = 'text/html';\n const EXEC_MIME_TYPE = 'application/vnd.bokehjs_exec.v0+json';\n const CLASS_NAME = 'output_bokeh rendered_html';\n\n /**\n * Render data to the DOM node\n */\n function render(props, node) {\n const script = document.createElement(\"script\");\n node.appendChild(script);\n }\n\n /**\n * Handle when an output is cleared or removed\n */\n function handleClearOutput(event, handle) {\n function drop(id) {\n const view = Bokeh.index.get_by_id(id)\n if (view != null) {\n view.model.document.clear()\n Bokeh.index.delete(view)\n }\n }\n\n const cell = handle.cell;\n\n const id = cell.output_area._bokeh_element_id;\n const server_id = cell.output_area._bokeh_server_id;\n\n // Clean up Bokeh references\n if (id != null) {\n drop(id)\n }\n\n if (server_id !== undefined) {\n // Clean up Bokeh references\n const cmd_clean = \"from bokeh.io.state import curstate; print(curstate().uuid_to_server['\" + server_id + \"'].get_sessions()[0].document.roots[0]._id)\";\n cell.notebook.kernel.execute(cmd_clean, {\n iopub: {\n output: function(msg) {\n const id = msg.content.text.trim()\n drop(id)\n }\n }\n });\n // Destroy server and session\n const cmd_destroy = \"import bokeh.io.notebook as ion; ion.destroy_server('\" + server_id + \"')\";\n cell.notebook.kernel.execute(cmd_destroy);\n }\n }\n\n /**\n * Handle when a new output is added\n */\n function handleAddOutput(event, handle) {\n const output_area = handle.output_area;\n const output = handle.output;\n\n // limit handleAddOutput to display_data with EXEC_MIME_TYPE content only\n if ((output.output_type != \"display_data\") || (!Object.prototype.hasOwnProperty.call(output.data, EXEC_MIME_TYPE))) {\n return\n }\n\n const toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n\n if (output.metadata[EXEC_MIME_TYPE][\"id\"] !== undefined) {\n toinsert[toinsert.length - 1].firstChild.textContent = output.data[JS_MIME_TYPE];\n // store reference to embed id on output_area\n output_area._bokeh_element_id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n }\n if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n const bk_div = document.createElement(\"div\");\n bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n const script_attrs = bk_div.children[0].attributes;\n for (let i = 0; i < script_attrs.length; i++) {\n toinsert[toinsert.length - 1].firstChild.setAttribute(script_attrs[i].name, script_attrs[i].value);\n toinsert[toinsert.length - 1].firstChild.textContent = bk_div.children[0].textContent\n }\n // store reference to server id on output_area\n output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n }\n }\n\n function register_renderer(events, OutputArea) {\n\n function append_mime(data, metadata, element) {\n // create a DOM node to render to\n const toinsert = this.create_output_subarea(\n metadata,\n CLASS_NAME,\n EXEC_MIME_TYPE\n );\n this.keyboard_manager.register_events(toinsert);\n // Render to node\n const props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n render(props, toinsert[toinsert.length - 1]);\n element.append(toinsert);\n return toinsert\n }\n\n /* Handle when an output is cleared or removed */\n events.on('clear_output.CodeCell', handleClearOutput);\n events.on('delete.Cell', handleClearOutput);\n\n /* Handle when a new output is added */\n events.on('output_added.OutputArea', handleAddOutput);\n\n /**\n * Register the mime type and append_mime function with output_area\n */\n OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n /* Is output safe? */\n safe: true,\n /* Index of renderer in `output_area.display_order` */\n index: 0\n });\n }\n\n // register the mime type if in Jupyter Notebook environment and previously unregistered\n if (root.Jupyter !== undefined) {\n const events = require('base/js/events');\n const OutputArea = require('notebook/js/outputarea').OutputArea;\n\n if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n register_renderer(events, OutputArea);\n }\n }\n if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n root._bokeh_timeout = Date.now() + 5000;\n root._bokeh_failed_load = false;\n }\n\n const NB_LOAD_WARNING = {'data': {'text/html':\n \"
\\n\"+\n \"

\\n\"+\n \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n \"

\\n\"+\n \"\\n\"+\n \"\\n\"+\n \"from bokeh.resources import INLINE\\n\"+\n \"output_notebook(resources=INLINE)\\n\"+\n \"\\n\"+\n \"
\"}};\n\n function display_loaded() {\n const el = document.getElementById(\"faf249b2-9a24-427f-a075-66e830953f44\");\n if (el != null) {\n el.textContent = \"BokehJS is loading...\";\n }\n if (root.Bokeh !== undefined) {\n if (el != null) {\n el.textContent = \"BokehJS \" + root.Bokeh.version + \" successfully loaded.\";\n }\n } else if (Date.now() < root._bokeh_timeout) {\n setTimeout(display_loaded, 100)\n }\n }\n\n function run_callbacks() {\n try {\n root._bokeh_onload_callbacks.forEach(function(callback) {\n if (callback != null)\n callback();\n });\n } finally {\n delete root._bokeh_onload_callbacks\n }\n console.debug(\"Bokeh: all callbacks have finished\");\n }\n\n function load_libs(css_urls, js_urls, callback) {\n if (css_urls == null) css_urls = [];\n if (js_urls == null) js_urls = [];\n\n root._bokeh_onload_callbacks.push(callback);\n if (root._bokeh_is_loading > 0) {\n console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n return null;\n }\n if (js_urls == null || js_urls.length === 0) {\n run_callbacks();\n return null;\n }\n console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n root._bokeh_is_loading = css_urls.length + js_urls.length;\n\n function on_load() {\n root._bokeh_is_loading--;\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n run_callbacks()\n }\n }\n\n function on_error(url) {\n console.error(\"failed to load \" + url);\n }\n\n for (let i = 0; i < css_urls.length; i++) {\n const url = css_urls[i];\n const element = document.createElement(\"link\");\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.rel = \"stylesheet\";\n element.type = \"text/css\";\n element.href = url;\n console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n document.body.appendChild(element);\n }\n\n for (let i = 0; i < js_urls.length; i++) {\n const url = js_urls[i];\n const element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.async = false;\n element.src = url;\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n };\n\n function inject_raw_css(css) {\n const element = document.createElement(\"style\");\n element.appendChild(document.createTextNode(css));\n document.body.appendChild(element);\n }\n\n const js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.3.4.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.3.4.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.3.4.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.3.4.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-mathjax-3.3.4.min.js\"];\n const css_urls = [];\n\n const inline_js = [ function(Bokeh) {\n Bokeh.set_log_level(\"info\");\n },\nfunction(Bokeh) {\n }\n ];\n\n function run_inline_js() {\n if (root.Bokeh !== undefined || force === true) {\n for (let i = 0; i < inline_js.length; i++) {\n inline_js[i].call(root, root.Bokeh);\n }\nif (force === true) {\n display_loaded();\n }} else if (Date.now() < root._bokeh_timeout) {\n setTimeout(run_inline_js, 100);\n } else if (!root._bokeh_failed_load) {\n console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n root._bokeh_failed_load = true;\n } else if (force !== true) {\n const cell = $(document.getElementById(\"faf249b2-9a24-427f-a075-66e830953f44\")).parents('.cell').data().cell;\n cell.output_area.append_execute_result(NB_LOAD_WARNING)\n }\n }\n\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n run_inline_js();\n } else {\n load_libs(css_urls, js_urls, function() {\n console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n run_inline_js();\n });\n }\n}(window));", "application/vnd.bokehjs_load.v0+json": "" }, "metadata": {}, @@ -89,7 +119,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 3, "metadata": {}, "outputs": [ { @@ -244,7 +274,7 @@ "4 Aerospace products and parts manufacturing 0.22 " ] }, - "execution_count": 6, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" } @@ -273,26 +303,27 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ + "Using CPS\n", "Calculator initial year = 2014\n", "Calculator year = 2024\n", "year: 2024\n", - "{'tau_pt': array([0.20147244]), 'tau_div': array([0.1723512]), 'tau_int': array([0.31217545]), 'tau_scg': array([0.28524757]), 'tau_lcg': array([0.184897]), 'tau_td': array([0.204116]), 'tau_h': array([0.03463544])}\n" + "{'tau_pt': array([0.30514124]), 'tau_div': array([0.17460724]), 'tau_int': array([0.31309077]), 'tau_scg': array([0.28526829]), 'tau_lcg': array([0.18438764]), 'tau_td': array([0.20617536]), 'tau_h': array([0.03500787])}\n" ] }, { "data": { "text/plain": [ - "{'c': array([0.21]), 'pt': array([0.20147244])}" + "{'c': array([0.21]), 'pt': array([0.30514124])}" ] }, - "execution_count": 7, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" } @@ -307,24 +338,17 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "OrderedDict([('value', {'life': 5.0, 'method': 'DB 200%'}),\n", - " ('asset_name', 'Mainframes'),\n", - " ('BEA_code', 'EP1A'),\n", - " ('minor_asset_group', 'Computers and Software'),\n", - " ('major_asset_group', 'Equipment'),\n", - " ('ADS_life', 5.0),\n", - " ('GDS_life', 5.0),\n", - " ('system', 'GDS'),\n", - " ('year', 2020)])" + "[OrderedDict([('value', {'method': 'DB 200%', 'life': 5.0, 'system': 'GDS'}),\n", + " ('year', 2013)])]" ] }, - "execution_count": 8, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" } @@ -333,7 +357,7 @@ "# Create an instance of the DepreciationParams class\n", "dp = DepreciationParams()\n", "# Look at an attribute of the dp object\n", - "dp.asset[0]" + "dp.EP1A" ] }, { @@ -349,7 +373,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ @@ -368,7 +392,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 7, "metadata": {}, "outputs": [ { @@ -539,7 +563,7 @@ "18 Other services, except government 0.343467 0.656533" ] }, - "execution_count": 10, + "execution_count": 7, "metadata": {}, "output_type": "execute_result" } @@ -562,7 +586,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 8, "metadata": {}, "outputs": [], "source": [ @@ -585,7 +609,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 9, "metadata": {}, "outputs": [ { @@ -619,51 +643,51 @@ " \n", " 0\n", " Overall\n", - " 18.563352\n", - " 24.710063\n", - " 6.146711\n", + " 21.526876\n", + " 36.559180\n", + " 15.032303\n", " \n", " \n", " 1\n", " Corporations\n", - " 19.197626\n", - " 27.536312\n", - " 8.338686\n", + " 19.289825\n", + " 42.290696\n", + " 23.000871\n", " \n", " \n", " 2\n", " Equity Financed\n", - " 22.052902\n", - " 34.270098\n", - " 12.217196\n", + " 22.125764\n", + " 46.019861\n", + " 23.894097\n", " \n", " \n", " 3\n", " Debt Financed\n", - " 8.933048\n", - " -5.186307\n", - " -14.119355\n", + " 9.098922\n", + " 26.810908\n", + " 17.711986\n", " \n", " \n", " 4\n", " Pass-Through Entities\n", - " 19.312399\n", - " 22.497415\n", - " 3.185016\n", + " 25.445118\n", + " 29.374410\n", + " 3.929292\n", " \n", " \n", " 5\n", " Equity Financed\n", - " 17.629037\n", - " 22.436954\n", - " 4.807917\n", + " 27.142495\n", + " 32.437430\n", + " 5.294935\n", " \n", " \n", " 6\n", " Debt Financed\n", - " 25.652332\n", - " 22.875706\n", - " -2.776626\n", + " 17.726241\n", + " 13.580154\n", + " -4.146087\n", " \n", " \n", "\n", @@ -680,34 +704,34 @@ "6 Debt Financed \n", "\n", " Marginal Effective Total Tax Rate Under Baseline Policy \\\n", - "0 18.563352 \n", - "1 19.197626 \n", - "2 22.052902 \n", - "3 8.933048 \n", - "4 19.312399 \n", - "5 17.629037 \n", - "6 25.652332 \n", + "0 21.526876 \n", + "1 19.289825 \n", + "2 22.125764 \n", + "3 9.098922 \n", + "4 25.445118 \n", + "5 27.142495 \n", + "6 17.726241 \n", "\n", " Marginal Effective Total Tax Rate Under Reform Policy \\\n", - "0 24.710063 \n", - "1 27.536312 \n", - "2 34.270098 \n", - "3 -5.186307 \n", - "4 22.497415 \n", - "5 22.436954 \n", - "6 22.875706 \n", + "0 36.559180 \n", + "1 42.290696 \n", + "2 46.019861 \n", + "3 26.810908 \n", + "4 29.374410 \n", + "5 32.437430 \n", + "6 13.580154 \n", "\n", " Change from Baseline (pp) \n", - "0 6.146711 \n", - "1 8.338686 \n", - "2 12.217196 \n", - "3 -14.119355 \n", - "4 3.185016 \n", - "5 4.807917 \n", - "6 -2.776626 " + "0 15.032303 \n", + "1 23.000871 \n", + "2 23.894097 \n", + "3 17.711986 \n", + "4 3.929292 \n", + "5 5.294935 \n", + "6 -4.146087 " ] }, - "execution_count": 12, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" } @@ -726,7 +750,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 10, "metadata": {}, "outputs": [ { @@ -760,51 +784,51 @@ " \n", " 0\n", " Overall\n", - " 5.777634\n", - " 6.249323\n", - " 0.471689\n", + " 5.991266\n", + " 7.410897\n", + " 1.419631\n", " \n", " \n", " 1\n", " Corporations\n", - " 5.822987\n", - " 6.493061\n", - " 0.670074\n", + " 5.825206\n", + " 8.146925\n", + " 2.321719\n", " \n", " \n", " 2\n", " Equity Financed\n", - " 6.719745\n", - " 7.968742\n", - " 1.248997\n", + " 6.721989\n", + " 9.697451\n", + " 2.975462\n", " \n", " \n", " 3\n", " Debt Financed\n", - " 3.923541\n", - " 3.396877\n", - " -0.526664\n", + " 3.925764\n", + " 4.875811\n", + " 0.950047\n", " \n", " \n", " 4\n", " Pass-Through Entities\n", - " 5.723574\n", - " 5.958787\n", - " 0.235214\n", + " 6.189211\n", + " 6.533551\n", + " 0.344340\n", " \n", " \n", " 5\n", " Equity Financed\n", - " 6.358851\n", - " 6.753018\n", - " 0.394167\n", + " 7.184843\n", + " 7.747925\n", + " 0.563082\n", " \n", " \n", " 6\n", " Debt Financed\n", - " 4.171191\n", - " 4.021020\n", - " -0.150171\n", + " 3.762559\n", + " 3.582046\n", + " -0.180513\n", " \n", " \n", "\n", @@ -812,25 +836,25 @@ ], "text/plain": [ " Cost of Capital Under Baseline Policy \\\n", - "0 Overall 5.777634 \n", - "1 Corporations 5.822987 \n", - "2 Equity Financed 6.719745 \n", - "3 Debt Financed 3.923541 \n", - "4 Pass-Through Entities 5.723574 \n", - "5 Equity Financed 6.358851 \n", - "6 Debt Financed 4.171191 \n", + "0 Overall 5.991266 \n", + "1 Corporations 5.825206 \n", + "2 Equity Financed 6.721989 \n", + "3 Debt Financed 3.925764 \n", + "4 Pass-Through Entities 6.189211 \n", + "5 Equity Financed 7.184843 \n", + "6 Debt Financed 3.762559 \n", "\n", " Cost of Capital Under Reform Policy Change from Baseline (pp) \n", - "0 6.249323 0.471689 \n", - "1 6.493061 0.670074 \n", - "2 7.968742 1.248997 \n", - "3 3.396877 -0.526664 \n", - "4 5.958787 0.235214 \n", - "5 6.753018 0.394167 \n", - "6 4.021020 -0.150171 " + "0 7.410897 1.419631 \n", + "1 8.146925 2.321719 \n", + "2 9.697451 2.975462 \n", + "3 4.875811 0.950047 \n", + "4 6.533551 0.344340 \n", + "5 7.747925 0.563082 \n", + "6 3.582046 -0.180513 " ] }, - "execution_count": 13, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" } @@ -849,32 +873,9 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 11, "metadata": {}, - "outputs": [ - { - "ename": "DeprecationWarning", - "evalue": "datetime.datetime.utcnow() is deprecated and scheduled for removal in a future version. Use timezone-aware objects to represent datetimes in UTC: datetime.datetime.now(datetime.UTC).", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mDeprecationWarning\u001b[0m Traceback (most recent call last)", - "Cell \u001b[0;32mIn[14], line 2\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[38;5;66;03m# Save these results to disk\u001b[39;00m\n\u001b[0;32m----> 2\u001b[0m \u001b[43mcalc1\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43msummary_table\u001b[49m\u001b[43m(\u001b[49m\u001b[43mcalc2\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43moutput_variable\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mrho\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43moutput_type\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mexcel\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mpath\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mcc_table.xlsx\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m)\u001b[49m\n", - "File \u001b[0;32m~/repos/CCC/ccc/calculator.py:526\u001b[0m, in \u001b[0;36mCalculator.summary_table\u001b[0;34m(self, calc, output_variable, include_land, include_inventories, output_type, path)\u001b[0m\n\u001b[1;32m 524\u001b[0m table_df[VAR_DICT[output_variable] \u001b[38;5;241m+\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m Under Reform Policy\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m=\u001b[39m \u001b[38;5;241m100\u001b[39m\n\u001b[1;32m 525\u001b[0m table_df[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mChange from Baseline (pp)\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m=\u001b[39m \u001b[38;5;241m100\u001b[39m\n\u001b[0;32m--> 526\u001b[0m table \u001b[38;5;241m=\u001b[39m \u001b[43msave_return_table\u001b[49m\u001b[43m(\u001b[49m\u001b[43mtable_df\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43moutput_type\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mpath\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 528\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m table\n", - "File \u001b[0;32m~/repos/CCC/ccc/utils.py:264\u001b[0m, in \u001b[0;36msave_return_table\u001b[0;34m(table_df, output_type, path, precision)\u001b[0m\n\u001b[1;32m 262\u001b[0m table_df\u001b[38;5;241m.\u001b[39mto_json(path_or_buf\u001b[38;5;241m=\u001b[39mpath, double_precision\u001b[38;5;241m=\u001b[39mprecision)\n\u001b[1;32m 263\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m output_type \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mexcel\u001b[39m\u001b[38;5;124m\"\u001b[39m:\n\u001b[0;32m--> 264\u001b[0m \u001b[43mtable_df\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mto_excel\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 265\u001b[0m \u001b[43m \u001b[49m\u001b[43mexcel_writer\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mpath\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 266\u001b[0m \u001b[43m \u001b[49m\u001b[43mindex\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43;01mFalse\u001b[39;49;00m\u001b[43m,\u001b[49m\n\u001b[1;32m 267\u001b[0m \u001b[43m \u001b[49m\u001b[43mna_rep\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[1;32m 268\u001b[0m \u001b[43m \u001b[49m\u001b[43mfloat_format\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43m%\u001b[39;49m\u001b[38;5;124;43m.\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m \u001b[49m\u001b[38;5;241;43m+\u001b[39;49m\u001b[43m \u001b[49m\u001b[38;5;28;43mstr\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43mprecision\u001b[49m\u001b[43m)\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m+\u001b[39;49m\u001b[43m \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43m0f\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\n\u001b[1;32m 269\u001b[0m \u001b[43m \u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 270\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m 271\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mPlease enter a valid output format\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n", - "File \u001b[0;32m~/anaconda3/envs/ccc-dev/lib/python3.12/site-packages/pandas/util/_decorators.py:333\u001b[0m, in \u001b[0;36mdeprecate_nonkeyword_arguments..decorate..wrapper\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m 327\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(args) \u001b[38;5;241m>\u001b[39m num_allow_args:\n\u001b[1;32m 328\u001b[0m warnings\u001b[38;5;241m.\u001b[39mwarn(\n\u001b[1;32m 329\u001b[0m msg\u001b[38;5;241m.\u001b[39mformat(arguments\u001b[38;5;241m=\u001b[39m_format_argument_list(allow_args)),\n\u001b[1;32m 330\u001b[0m \u001b[38;5;167;01mFutureWarning\u001b[39;00m,\n\u001b[1;32m 331\u001b[0m stacklevel\u001b[38;5;241m=\u001b[39mfind_stack_level(),\n\u001b[1;32m 332\u001b[0m )\n\u001b[0;32m--> 333\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mfunc\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n", - "File \u001b[0;32m~/anaconda3/envs/ccc-dev/lib/python3.12/site-packages/pandas/core/generic.py:2414\u001b[0m, in \u001b[0;36mNDFrame.to_excel\u001b[0;34m(self, excel_writer, sheet_name, na_rep, float_format, columns, header, index, index_label, startrow, startcol, engine, merge_cells, inf_rep, freeze_panes, storage_options, engine_kwargs)\u001b[0m\n\u001b[1;32m 2401\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mpandas\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mio\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mformats\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mexcel\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m ExcelFormatter\n\u001b[1;32m 2403\u001b[0m formatter \u001b[38;5;241m=\u001b[39m ExcelFormatter(\n\u001b[1;32m 2404\u001b[0m df,\n\u001b[1;32m 2405\u001b[0m na_rep\u001b[38;5;241m=\u001b[39mna_rep,\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 2412\u001b[0m inf_rep\u001b[38;5;241m=\u001b[39minf_rep,\n\u001b[1;32m 2413\u001b[0m )\n\u001b[0;32m-> 2414\u001b[0m \u001b[43mformatter\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mwrite\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 2415\u001b[0m \u001b[43m \u001b[49m\u001b[43mexcel_writer\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 2416\u001b[0m \u001b[43m \u001b[49m\u001b[43msheet_name\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43msheet_name\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 2417\u001b[0m \u001b[43m \u001b[49m\u001b[43mstartrow\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mstartrow\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 2418\u001b[0m \u001b[43m \u001b[49m\u001b[43mstartcol\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mstartcol\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 2419\u001b[0m \u001b[43m \u001b[49m\u001b[43mfreeze_panes\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mfreeze_panes\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 2420\u001b[0m \u001b[43m \u001b[49m\u001b[43mengine\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mengine\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 2421\u001b[0m \u001b[43m \u001b[49m\u001b[43mstorage_options\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mstorage_options\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 2422\u001b[0m \u001b[43m \u001b[49m\u001b[43mengine_kwargs\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mengine_kwargs\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 2423\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n", - "File \u001b[0;32m~/anaconda3/envs/ccc-dev/lib/python3.12/site-packages/pandas/io/formats/excel.py:943\u001b[0m, in \u001b[0;36mExcelFormatter.write\u001b[0;34m(self, writer, sheet_name, startrow, startcol, freeze_panes, engine, storage_options, engine_kwargs)\u001b[0m\n\u001b[1;32m 941\u001b[0m need_save \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mFalse\u001b[39;00m\n\u001b[1;32m 942\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m--> 943\u001b[0m writer \u001b[38;5;241m=\u001b[39m \u001b[43mExcelWriter\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 944\u001b[0m \u001b[43m \u001b[49m\u001b[43mwriter\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 945\u001b[0m \u001b[43m \u001b[49m\u001b[43mengine\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mengine\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 946\u001b[0m \u001b[43m \u001b[49m\u001b[43mstorage_options\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mstorage_options\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 947\u001b[0m \u001b[43m \u001b[49m\u001b[43mengine_kwargs\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mengine_kwargs\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 948\u001b[0m \u001b[43m \u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 949\u001b[0m need_save \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mTrue\u001b[39;00m\n\u001b[1;32m 951\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n", - "File \u001b[0;32m~/anaconda3/envs/ccc-dev/lib/python3.12/site-packages/pandas/io/excel/_openpyxl.py:57\u001b[0m, in \u001b[0;36mOpenpyxlWriter.__init__\u001b[0;34m(self, path, engine, date_format, datetime_format, mode, storage_options, if_sheet_exists, engine_kwargs, **kwargs)\u001b[0m\n\u001b[1;32m 44\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m__init__\u001b[39m(\n\u001b[1;32m 45\u001b[0m \u001b[38;5;28mself\u001b[39m,\n\u001b[1;32m 46\u001b[0m path: FilePath \u001b[38;5;241m|\u001b[39m WriteExcelBuffer \u001b[38;5;241m|\u001b[39m ExcelWriter,\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 55\u001b[0m ) \u001b[38;5;241m-\u001b[39m\u001b[38;5;241m>\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m 56\u001b[0m \u001b[38;5;66;03m# Use the openpyxl module as the Excel writer.\u001b[39;00m\n\u001b[0;32m---> 57\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mopenpyxl\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mworkbook\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m Workbook\n\u001b[1;32m 59\u001b[0m engine_kwargs \u001b[38;5;241m=\u001b[39m combine_kwargs(engine_kwargs, kwargs)\n\u001b[1;32m 61\u001b[0m \u001b[38;5;28msuper\u001b[39m()\u001b[38;5;241m.\u001b[39m\u001b[38;5;21m__init__\u001b[39m(\n\u001b[1;32m 62\u001b[0m path,\n\u001b[1;32m 63\u001b[0m mode\u001b[38;5;241m=\u001b[39mmode,\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 66\u001b[0m engine_kwargs\u001b[38;5;241m=\u001b[39mengine_kwargs,\n\u001b[1;32m 67\u001b[0m )\n", - "File \u001b[0;32m~/anaconda3/envs/ccc-dev/lib/python3.12/site-packages/openpyxl/__init__.py:6\u001b[0m\n\u001b[1;32m 4\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mopenpyxl\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mcompat\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mnumbers\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m NUMPY\n\u001b[1;32m 5\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mopenpyxl\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mxml\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m DEFUSEDXML, LXML\n\u001b[0;32m----> 6\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mopenpyxl\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mworkbook\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m Workbook\n\u001b[1;32m 7\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mopenpyxl\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mreader\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mexcel\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m load_workbook \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;28mopen\u001b[39m\n\u001b[1;32m 8\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mopenpyxl\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mreader\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mexcel\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m load_workbook\n", - "File \u001b[0;32m~/anaconda3/envs/ccc-dev/lib/python3.12/site-packages/openpyxl/workbook/__init__.py:4\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[38;5;66;03m# Copyright (c) 2010-2022 openpyxl\u001b[39;00m\n\u001b[0;32m----> 4\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mworkbook\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m Workbook\n", - "File \u001b[0;32m~/anaconda3/envs/ccc-dev/lib/python3.12/site-packages/openpyxl/workbook/workbook.py:33\u001b[0m\n\u001b[1;32m 31\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mopenpyxl\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mchartsheet\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m Chartsheet\n\u001b[1;32m 32\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mdefined_name\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m DefinedName, DefinedNameList\n\u001b[0;32m---> 33\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mopenpyxl\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mpackaging\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mcore\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m DocumentProperties\n\u001b[1;32m 34\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01mopenpyxl\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mpackaging\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mrelationship\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m RelationshipList\n\u001b[1;32m 35\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mchild\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m _WorkbookChild\n", - "File \u001b[0;32m~/anaconda3/envs/ccc-dev/lib/python3.12/site-packages/openpyxl/packaging/core.py:47\u001b[0m\n\u001b[1;32m 43\u001b[0m el\u001b[38;5;241m.\u001b[39mset(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m{\u001b[39m\u001b[38;5;132;01m%s\u001b[39;00m\u001b[38;5;124m}type\u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;241m%\u001b[39m XSI_NS, QName(DCTERMS_NS, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mW3CDTF\u001b[39m\u001b[38;5;124m\"\u001b[39m))\n\u001b[1;32m 44\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m el\n\u001b[0;32m---> 47\u001b[0m \u001b[38;5;28;43;01mclass\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[38;5;21;43;01mDocumentProperties\u001b[39;49;00m\u001b[43m(\u001b[49m\u001b[43mSerialisable\u001b[49m\u001b[43m)\u001b[49m\u001b[43m:\u001b[49m\n\u001b[1;32m 48\u001b[0m \u001b[38;5;250;43m \u001b[39;49m\u001b[38;5;124;43;03m\"\"\"High-level properties of the document.\u001b[39;49;00m\n\u001b[1;32m 49\u001b[0m \u001b[38;5;124;43;03m Defined in ECMA-376 Par2 Annex D\u001b[39;49;00m\n\u001b[1;32m 50\u001b[0m \u001b[38;5;124;43;03m \"\"\"\u001b[39;49;00m\n\u001b[1;32m 52\u001b[0m \u001b[43m \u001b[49m\u001b[43mtagname\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43m \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mcoreProperties\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\n", - "File \u001b[0;32m~/anaconda3/envs/ccc-dev/lib/python3.12/site-packages/openpyxl/packaging/core.py:89\u001b[0m, in \u001b[0;36mDocumentProperties\u001b[0;34m()\u001b[0m\n\u001b[1;32m 73\u001b[0m modified \u001b[38;5;241m=\u001b[39m QualifiedDateTime(allow_none\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m, namespace\u001b[38;5;241m=\u001b[39mDCTERMS_NS)\n\u001b[1;32m 75\u001b[0m __elements__ \u001b[38;5;241m=\u001b[39m (\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mcreator\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mtitle\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mdescription\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124msubject\u001b[39m\u001b[38;5;124m\"\u001b[39m,\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124midentifier\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[1;32m 76\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mlanguage\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mcreated\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmodified\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mlastModifiedBy\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mcategory\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[1;32m 77\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mcontentStatus\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mversion\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mrevision\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mkeywords\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mlastPrinted\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[1;32m 78\u001b[0m )\n\u001b[1;32m 81\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m__init__\u001b[39m(\u001b[38;5;28mself\u001b[39m,\n\u001b[1;32m 82\u001b[0m category\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m,\n\u001b[1;32m 83\u001b[0m contentStatus\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m,\n\u001b[1;32m 84\u001b[0m keywords\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m,\n\u001b[1;32m 85\u001b[0m lastModifiedBy\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m,\n\u001b[1;32m 86\u001b[0m lastPrinted\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m,\n\u001b[1;32m 87\u001b[0m revision\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m,\n\u001b[1;32m 88\u001b[0m version\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m,\n\u001b[0;32m---> 89\u001b[0m created\u001b[38;5;241m=\u001b[39m\u001b[43mdatetime\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mdatetime\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mutcnow\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m,\n\u001b[1;32m 90\u001b[0m creator\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mopenpyxl\u001b[39m\u001b[38;5;124m\"\u001b[39m,\n\u001b[1;32m 91\u001b[0m description\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m,\n\u001b[1;32m 92\u001b[0m identifier\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m,\n\u001b[1;32m 93\u001b[0m language\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m,\n\u001b[1;32m 94\u001b[0m modified\u001b[38;5;241m=\u001b[39mdatetime\u001b[38;5;241m.\u001b[39mdatetime\u001b[38;5;241m.\u001b[39mutcnow(),\n\u001b[1;32m 95\u001b[0m subject\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m,\n\u001b[1;32m 96\u001b[0m title\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m,\n\u001b[1;32m 97\u001b[0m ):\n\u001b[1;32m 98\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mcontentStatus \u001b[38;5;241m=\u001b[39m contentStatus\n\u001b[1;32m 99\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mlastPrinted \u001b[38;5;241m=\u001b[39m lastPrinted\n", - "\u001b[0;31mDeprecationWarning\u001b[0m: datetime.datetime.utcnow() is deprecated and scheduled for removal in a future version. Use timezone-aware objects to represent datetimes in UTC: datetime.datetime.now(datetime.UTC)." - ] - } - ], + "outputs": [], "source": [ "# Save these results to disk\n", "calc1.summary_table(calc2, output_variable='rho', output_type='excel', path='cc_table.xlsx')" @@ -889,67 +890,9 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 12, "metadata": {}, "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "deprec_df value asset_name BEA_code \\\n", - "0 {'life': 5.0, 'method': 'DB 200%'} Mainframes EP1A \n", - "1 {'life': 5.0, 'method': 'DB 200%'} PCs EP1B \n", - "2 {'life': 5.0, 'method': 'DB 200%'} DASDs EP1C \n", - "3 {'life': 5.0, 'method': 'DB 200%'} Printers EP1D \n", - "4 {'life': 5.0, 'method': 'DB 200%'} Terminals EP1E \n", - "\n", - " minor_asset_group major_asset_group ADS_life GDS_life system year \n", - "0 Computers and Software Equipment 5.0 5.0 GDS 2020 \n", - "1 Computers and Software Equipment 5.0 5.0 GDS 2020 \n", - "2 Computers and Software Equipment 5.0 5.0 GDS 2020 \n", - "3 Computers and Software Equipment 5.0 5.0 GDS 2020 \n", - "4 Computers and Software Equipment 5.0 5.0 GDS 2020 \n", - "deprec_df 2 asset_name BEA_code minor_asset_group major_asset_group ADS_life \\\n", - "0 Mainframes EP1A Computers and Software Equipment 5.0 \n", - "1 PCs EP1B Computers and Software Equipment 5.0 \n", - "2 DASDs EP1C Computers and Software Equipment 5.0 \n", - "3 Printers EP1D Computers and Software Equipment 5.0 \n", - "4 Terminals EP1E Computers and Software Equipment 5.0 \n", - "\n", - " GDS_life system year life method \n", - "0 5.0 GDS 2020 5.0 DB 200% \n", - "1 5.0 GDS 2020 5.0 DB 200% \n", - "2 5.0 GDS 2020 5.0 DB 200% \n", - "3 5.0 GDS 2020 5.0 DB 200% \n", - "4 5.0 GDS 2020 5.0 DB 200% \n", - "deprec_df value asset_name BEA_code \\\n", - "0 {'life': 5.0, 'method': 'DB 200%'} Mainframes EP1A \n", - "1 {'life': 5.0, 'method': 'DB 200%'} PCs EP1B \n", - "2 {'life': 5.0, 'method': 'DB 200%'} DASDs EP1C \n", - "3 {'life': 5.0, 'method': 'DB 200%'} Printers EP1D \n", - "4 {'life': 5.0, 'method': 'DB 200%'} Terminals EP1E \n", - "\n", - " minor_asset_group major_asset_group ADS_life GDS_life system year \n", - "0 Computers and Software Equipment 5.0 5.0 GDS 2020 \n", - "1 Computers and Software Equipment 5.0 5.0 GDS 2020 \n", - "2 Computers and Software Equipment 5.0 5.0 GDS 2020 \n", - "3 Computers and Software Equipment 5.0 5.0 GDS 2020 \n", - "4 Computers and Software Equipment 5.0 5.0 GDS 2020 \n", - "deprec_df 2 asset_name BEA_code minor_asset_group major_asset_group ADS_life \\\n", - "0 Mainframes EP1A Computers and Software Equipment 5.0 \n", - "1 PCs EP1B Computers and Software Equipment 5.0 \n", - "2 DASDs EP1C Computers and Software Equipment 5.0 \n", - "3 Printers EP1D Computers and Software Equipment 5.0 \n", - "4 Terminals EP1E Computers and Software Equipment 5.0 \n", - "\n", - " GDS_life system year life method \n", - "0 5.0 GDS 2020 5.0 DB 200% \n", - "1 5.0 GDS 2020 5.0 DB 200% \n", - "2 5.0 GDS 2020 5.0 DB 200% \n", - "3 5.0 GDS 2020 5.0 DB 200% \n", - "4 5.0 GDS 2020 5.0 DB 200% \n" - ] - }, { "data": { "text/html": [ @@ -981,93 +924,93 @@ " \n", " 0\n", " Overall\n", - " 17.639885\n", - " 25.524466\n", - " 7.884581\n", + " 21.526876\n", + " 36.559180\n", + " 15.032303\n", " \n", " \n", " 1\n", " Corporate\n", - " 17.755445\n", - " 28.320144\n", - " 10.564699\n", + " 19.289825\n", + " 42.290696\n", + " 23.000871\n", " \n", " \n", " 2\n", " Equipment\n", - " 6.748557\n", - " 22.505995\n", - " 15.757439\n", + " 12.268577\n", + " 51.221226\n", + " 38.952649\n", " \n", " \n", " 3\n", " Structures\n", - " 18.403895\n", - " 27.871517\n", - " 9.467623\n", + " 19.432117\n", + " 37.101159\n", + " 17.669042\n", " \n", " \n", " 4\n", " Intellectual Property\n", - " 6.748557\n", - " 11.267132\n", - " 4.518575\n", + " 9.379703\n", + " 52.586404\n", + " 43.206701\n", " \n", " \n", " 5\n", " Inventories\n", - " 29.224527\n", - " 39.958412\n", - " 10.733886\n", + " 28.801548\n", + " 39.348000\n", + " 10.546452\n", " \n", " \n", " 6\n", " Land\n", - " 26.331360\n", - " 35.884178\n", - " 9.552818\n", + " 26.056496\n", + " 35.232345\n", + " 9.175849\n", " \n", " \n", " 7\n", " Pass-through\n", - " 19.007441\n", - " 23.318798\n", - " 4.311357\n", + " 25.445118\n", + " 29.374410\n", + " 3.929292\n", " \n", " \n", " 8\n", " Equipment\n", - " 1.961381\n", - " 15.050433\n", - " 13.089052\n", + " 7.946231\n", + " 18.018260\n", + " 10.072029\n", " \n", " \n", " 9\n", " Structures\n", - " 17.622599\n", - " 21.473278\n", - " 3.850679\n", + " 23.314464\n", + " 26.872234\n", + " 3.557770\n", " \n", " \n", " 10\n", " Intellectual Property\n", - " 1.961381\n", - " 6.536701\n", - " 4.575320\n", + " 2.192332\n", + " 5.866596\n", + " 3.674263\n", " \n", " \n", " 11\n", " Inventories\n", - " 25.284934\n", - " 29.145909\n", - " 3.860975\n", + " 33.053519\n", + " 36.968629\n", + " 3.915110\n", " \n", " \n", " 12\n", " Land\n", - " 22.063514\n", - " 25.536828\n", - " 3.473313\n", + " 28.857306\n", + " 32.236065\n", + " 3.378758\n", " \n", " \n", "\n", @@ -1090,52 +1033,52 @@ "12 Land \n", "\n", " Marginal Effective Total Tax Rate Under Baseline Policy \\\n", - "0 17.639885 \n", - "1 17.755445 \n", - "2 6.748557 \n", - "3 18.403895 \n", - "4 6.748557 \n", - "5 29.224527 \n", - "6 26.331360 \n", - "7 19.007441 \n", - "8 1.961381 \n", - "9 17.622599 \n", - "10 1.961381 \n", - "11 25.284934 \n", - "12 22.063514 \n", + "0 21.526876 \n", + "1 19.289825 \n", + "2 12.268577 \n", + "3 19.432117 \n", + "4 9.379703 \n", + "5 28.801548 \n", + "6 26.056496 \n", + "7 25.445118 \n", + "8 7.946231 \n", + "9 23.314464 \n", + "10 2.192332 \n", + "11 33.053519 \n", + "12 28.857306 \n", "\n", " Marginal Effective Total Tax Rate Under Reform Policy \\\n", - "0 25.524466 \n", - "1 28.320144 \n", - "2 22.505995 \n", - "3 27.871517 \n", - "4 11.267132 \n", - "5 39.958412 \n", - "6 35.884178 \n", - "7 23.318798 \n", - "8 15.050433 \n", - "9 21.473278 \n", - "10 6.536701 \n", - "11 29.145909 \n", - "12 25.536828 \n", + "0 36.559180 \n", + "1 42.290696 \n", + "2 51.221226 \n", + "3 37.101159 \n", + "4 52.586404 \n", + "5 39.348000 \n", + "6 35.232345 \n", + "7 29.374410 \n", + "8 18.018260 \n", + "9 26.872234 \n", + "10 5.866596 \n", + "11 36.968629 \n", + "12 32.236065 \n", "\n", " Change from Baseline (pp) \n", - "0 7.884581 \n", - "1 10.564699 \n", - "2 15.757439 \n", - "3 9.467623 \n", - "4 4.518575 \n", - "5 10.733886 \n", - "6 9.552818 \n", - "7 4.311357 \n", - "8 13.089052 \n", - "9 3.850679 \n", - "10 4.575320 \n", - "11 3.860975 \n", - "12 3.473313 " + "0 15.032303 \n", + "1 23.000871 \n", + "2 38.952649 \n", + "3 17.669042 \n", + "4 43.206701 \n", + "5 10.546452 \n", + "6 9.175849 \n", + "7 3.929292 \n", + "8 10.072029 \n", + "9 3.557770 \n", + "10 3.674263 \n", + "11 3.915110 \n", + "12 3.378758 " ] }, - "execution_count": 16, + "execution_count": 12, "metadata": {}, "output_type": "execute_result" } @@ -1147,67 +1090,9 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 13, "metadata": {}, "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "deprec_df value asset_name BEA_code \\\n", - "0 {'life': 5.0, 'method': 'DB 200%'} Mainframes EP1A \n", - "1 {'life': 5.0, 'method': 'DB 200%'} PCs EP1B \n", - "2 {'life': 5.0, 'method': 'DB 200%'} DASDs EP1C \n", - "3 {'life': 5.0, 'method': 'DB 200%'} Printers EP1D \n", - "4 {'life': 5.0, 'method': 'DB 200%'} Terminals EP1E \n", - "\n", - " minor_asset_group major_asset_group ADS_life GDS_life system year \n", - "0 Computers and Software Equipment 5.0 5.0 GDS 2020 \n", - "1 Computers and Software Equipment 5.0 5.0 GDS 2020 \n", - "2 Computers and Software Equipment 5.0 5.0 GDS 2020 \n", - "3 Computers and Software Equipment 5.0 5.0 GDS 2020 \n", - "4 Computers and Software Equipment 5.0 5.0 GDS 2020 \n", - "deprec_df 2 asset_name BEA_code minor_asset_group major_asset_group ADS_life \\\n", - "0 Mainframes EP1A Computers and Software Equipment 5.0 \n", - "1 PCs EP1B Computers and Software Equipment 5.0 \n", - "2 DASDs EP1C Computers and Software Equipment 5.0 \n", - "3 Printers EP1D Computers and Software Equipment 5.0 \n", - "4 Terminals EP1E Computers and Software Equipment 5.0 \n", - "\n", - " GDS_life system year life method \n", - "0 5.0 GDS 2020 5.0 DB 200% \n", - "1 5.0 GDS 2020 5.0 DB 200% \n", - "2 5.0 GDS 2020 5.0 DB 200% \n", - "3 5.0 GDS 2020 5.0 DB 200% \n", - "4 5.0 GDS 2020 5.0 DB 200% \n", - "deprec_df value asset_name BEA_code \\\n", - "0 {'life': 5.0, 'method': 'DB 200%'} Mainframes EP1A \n", - "1 {'life': 5.0, 'method': 'DB 200%'} PCs EP1B \n", - "2 {'life': 5.0, 'method': 'DB 200%'} DASDs EP1C \n", - "3 {'life': 5.0, 'method': 'DB 200%'} Printers EP1D \n", - "4 {'life': 5.0, 'method': 'DB 200%'} Terminals EP1E \n", - "\n", - " minor_asset_group major_asset_group ADS_life GDS_life system year \n", - "0 Computers and Software Equipment 5.0 5.0 GDS 2020 \n", - "1 Computers and Software Equipment 5.0 5.0 GDS 2020 \n", - "2 Computers and Software Equipment 5.0 5.0 GDS 2020 \n", - "3 Computers and Software Equipment 5.0 5.0 GDS 2020 \n", - "4 Computers and Software Equipment 5.0 5.0 GDS 2020 \n", - "deprec_df 2 asset_name BEA_code minor_asset_group major_asset_group ADS_life \\\n", - "0 Mainframes EP1A Computers and Software Equipment 5.0 \n", - "1 PCs EP1B Computers and Software Equipment 5.0 \n", - "2 DASDs EP1C Computers and Software Equipment 5.0 \n", - "3 Printers EP1D Computers and Software Equipment 5.0 \n", - "4 Terminals EP1E Computers and Software Equipment 5.0 \n", - "\n", - " GDS_life system year life method \n", - "0 5.0 GDS 2020 5.0 DB 200% \n", - "1 5.0 GDS 2020 5.0 DB 200% \n", - "2 5.0 GDS 2020 5.0 DB 200% \n", - "3 5.0 GDS 2020 5.0 DB 200% \n", - "4 5.0 GDS 2020 5.0 DB 200% \n" - ] - }, { "data": { "text/html": [ @@ -1239,289 +1124,289 @@ " \n", " 0\n", " Overall\n", - " 17.639885\n", - " 25.524466\n", - " 7.884581\n", + " 21.526876\n", + " 36.559180\n", + " 15.032303\n", " \n", " \n", " 1\n", " Corporate\n", - " 17.755445\n", - " 28.320144\n", - " 10.564699\n", + " 19.289825\n", + " 42.290696\n", + " 23.000871\n", " \n", " \n", " 2\n", " Agriculture, forestry, fishing, and hunting\n", - " 18.621881\n", - " 30.896046\n", - " 12.274165\n", + " 20.534322\n", + " 39.825970\n", + " 19.291648\n", " \n", " \n", " 3\n", " Mining\n", - " 9.714456\n", - " 17.971900\n", - " 8.257444\n", + " 12.219031\n", + " 40.334556\n", + " 28.115526\n", " \n", " \n", " 4\n", " Utilities\n", - " 7.770042\n", - " 20.115997\n", - " 12.345955\n", + " 12.014254\n", + " 35.617403\n", + " 23.603149\n", " \n", " \n", " 5\n", " Construction\n", - " 19.159651\n", - " 30.624693\n", - " 11.465042\n", + " 20.688305\n", + " 44.152531\n", + " 23.464226\n", " \n", " \n", " 6\n", " Manufacturing\n", - " 18.050971\n", - " 27.120119\n", - " 9.069148\n", + " 18.982439\n", + " 44.975737\n", + " 25.993298\n", " \n", " \n", " 7\n", " Wholesale trade\n", - " 23.492232\n", - " 34.533774\n", - " 11.041542\n", + " 24.082118\n", + " 44.175721\n", + " 20.093603\n", " \n", " \n", " 8\n", " Retail trade\n", - " 24.479352\n", - " 34.948319\n", - " 10.468967\n", + " 24.739980\n", + " 41.380972\n", + " 16.640992\n", " \n", " \n", " 9\n", " Transportation and warehousing\n", - " 10.992693\n", - " 20.708297\n", - " 9.715604\n", + " 13.656523\n", + " 39.123823\n", + " 25.467300\n", " \n", " \n", " 10\n", " Information\n", - " 10.390034\n", - " 24.838020\n", - " 14.447985\n", + " 15.067806\n", + " 45.626685\n", + " 30.558879\n", " \n", " \n", " 11\n", " Finance and insurance\n", - " 18.696422\n", - " 30.540664\n", - " 11.844242\n", + " 20.429720\n", + " 48.923895\n", + " 28.494175\n", " \n", " \n", " 12\n", " Real estate and rental and leasing\n", - " 24.387301\n", - " 33.983636\n", - " 9.596334\n", + " 24.425292\n", + " 37.289023\n", + " 12.863731\n", " \n", " \n", " 13\n", " Professional, scientific, and technical ser...\n", - " 14.605649\n", - " 25.698186\n", - " 11.092537\n", + " 16.882275\n", + " 52.644895\n", + " 35.762620\n", " \n", " \n", " 14\n", " Management of companies and enterprises\n", - " 22.484921\n", - " 32.516446\n", - " 10.031525\n", + " 22.944526\n", + " 45.750770\n", + " 22.806244\n", " \n", " \n", " 15\n", " Administrative and waste management services\n", - " 14.309938\n", - " 26.805903\n", - " 12.495965\n", + " 17.130679\n", + " 48.198467\n", + " 31.067788\n", " \n", " \n", " 16\n", " Educational services\n", - " 22.487031\n", - " 31.884260\n", - " 9.397229\n", + " 22.748061\n", + " 40.858827\n", + " 18.110766\n", " \n", " \n", " 17\n", " Health care and social assistance\n", - " 20.632608\n", - " 31.106191\n", - " 10.473583\n", + " 21.572828\n", + " 42.546117\n", + " 20.973289\n", " \n", " \n", " 18\n", " Arts, entertainment, and recreation\n", - " 15.548896\n", - " 26.617836\n", - " 11.068940\n", + " 17.693016\n", + " 40.552789\n", + " 22.859773\n", " \n", " \n", " 19\n", " Accommodation and food services\n", - " 24.067836\n", - " 34.355820\n", - " 10.287984\n", + " 24.357793\n", + " 40.406482\n", + " 16.048689\n", " \n", " \n", " 20\n", " Other services, except government\n", - " 20.836695\n", - " 30.077012\n", - " 9.240317\n", + " 21.339215\n", + " 39.923188\n", + " 18.583973\n", " \n", " \n", " 21\n", " Pass-through\n", - " 19.007441\n", - " 23.318798\n", - " 4.311357\n", + " 25.445118\n", + " 29.374410\n", + " 3.929292\n", " \n", " \n", " 22\n", " Agriculture, forestry, fishing, and hunting\n", - " 16.047848\n", - " 22.465303\n", - " 6.417456\n", + " 22.890823\n", + " 28.258745\n", + " 5.367922\n", " \n", " \n", " 23\n", " Mining\n", - " 5.329731\n", - " 11.922444\n", - " 6.592713\n", + " 8.178225\n", + " 13.282775\n", + " 5.104550\n", " \n", " \n", " 24\n", " Utilities\n", - " 3.315756\n", - " 13.381097\n", - " 10.065342\n", + " 7.674243\n", + " 15.386904\n", + " 7.712661\n", " \n", " \n", " 25\n", " Construction\n", - " 16.256425\n", - " 22.058650\n", - " 5.802225\n", + " 22.783365\n", + " 27.715992\n", + " 4.932628\n", " \n", " \n", " 26\n", " Manufacturing\n", - " 14.365716\n", - " 19.196170\n", - " 4.830454\n", + " 19.656924\n", + " 23.876224\n", + " 4.219300\n", " \n", " \n", " 27\n", " Wholesale trade\n", - " 21.269469\n", - " 26.008485\n", - " 4.739016\n", + " 28.582124\n", + " 32.982385\n", + " 4.400262\n", " \n", " \n", " 28\n", " Retail trade\n", - " 21.496969\n", - " 25.904160\n", - " 4.407191\n", + " 28.669117\n", + " 32.818548\n", + " 4.149431\n", " \n", " \n", " 29\n", " Transportation and warehousing\n", - " 6.894412\n", - " 14.309383\n", - " 7.414971\n", + " 10.988363\n", + " 16.814706\n", + " 5.826343\n", " \n", " \n", " 30\n", " Information\n", - " 6.049526\n", - " 17.143644\n", - " 11.094117\n", + " 13.080848\n", + " 22.380169\n", + " 9.299321\n", " \n", " \n", " 31\n", " Finance and insurance\n", - " 18.440433\n", - " 23.532485\n", - " 5.092051\n", + " 25.182230\n", + " 29.686517\n", + " 4.504287\n", " \n", " \n", " 32\n", " Real estate and rental and leasing\n", - " 21.082232\n", - " 24.615095\n", - " 3.532863\n", + " 27.634351\n", + " 31.037967\n", + " 3.403616\n", " \n", " \n", " 33\n", " Professional, scientific, and technical ser...\n", - " 10.083509\n", - " 17.383227\n", - " 7.299718\n", + " 15.409318\n", + " 21.332319\n", + " 5.923000\n", " \n", " \n", " 34\n", " Management of companies and enterprises\n", - " 18.102279\n", - " 22.791069\n", - " 4.688790\n", + " 24.491387\n", + " 28.707654\n", + " 4.216267\n", " \n", " \n", " 35\n", " Administrative and waste management services\n", - " 9.711826\n", - " 18.261459\n", - " 8.549633\n", + " 15.727368\n", + " 22.533481\n", + " 6.806113\n", " \n", " \n", " 36\n", " Educational services\n", - " 18.079977\n", - " 22.247380\n", - " 4.167403\n", + " 24.105494\n", + " 27.924088\n", + " 3.818595\n", " \n", " \n", " 37\n", " Health care and social assistance\n", - " 16.206875\n", - " 21.634895\n", - " 5.428020\n", + " 22.439307\n", + " 27.127672\n", + " 4.688364\n", " \n", " \n", " 38\n", " Arts, entertainment, and recreation\n", - " 10.766382\n", - " 18.025709\n", - " 7.259327\n", + " 16.351020\n", + " 22.227996\n", + " 5.876976\n", " \n", " \n", " 39\n", " Accommodation and food services\n", - " 19.929849\n", - " 24.406857\n", - " 4.477008\n", + " 26.723881\n", + " 30.833800\n", + " 4.109919\n", " \n", " \n", " 40\n", " Other services, except government\n", - " 16.154067\n", - " 20.605809\n", - " 4.451742\n", + " 21.759689\n", + " 25.712610\n", + " 3.952921\n", " \n", " \n", "\n", @@ -1572,136 +1457,136 @@ "40 Other services, except government \n", "\n", " Marginal Effective Total Tax Rate Under Baseline Policy \\\n", - "0 17.639885 \n", - "1 17.755445 \n", - "2 18.621881 \n", - "3 9.714456 \n", - "4 7.770042 \n", - "5 19.159651 \n", - "6 18.050971 \n", - "7 23.492232 \n", - "8 24.479352 \n", - "9 10.992693 \n", - "10 10.390034 \n", - "11 18.696422 \n", - "12 24.387301 \n", - "13 14.605649 \n", - "14 22.484921 \n", - "15 14.309938 \n", - "16 22.487031 \n", - "17 20.632608 \n", - "18 15.548896 \n", - "19 24.067836 \n", - "20 20.836695 \n", - "21 19.007441 \n", - "22 16.047848 \n", - "23 5.329731 \n", - "24 3.315756 \n", - "25 16.256425 \n", - "26 14.365716 \n", - "27 21.269469 \n", - "28 21.496969 \n", - "29 6.894412 \n", - "30 6.049526 \n", - "31 18.440433 \n", - "32 21.082232 \n", - "33 10.083509 \n", - "34 18.102279 \n", - "35 9.711826 \n", - "36 18.079977 \n", - "37 16.206875 \n", - "38 10.766382 \n", - "39 19.929849 \n", - "40 16.154067 \n", + "0 21.526876 \n", + "1 19.289825 \n", + "2 20.534322 \n", + "3 12.219031 \n", + "4 12.014254 \n", + "5 20.688305 \n", + "6 18.982439 \n", + "7 24.082118 \n", + "8 24.739980 \n", + "9 13.656523 \n", + "10 15.067806 \n", + "11 20.429720 \n", + "12 24.425292 \n", + "13 16.882275 \n", + "14 22.944526 \n", + "15 17.130679 \n", + "16 22.748061 \n", + "17 21.572828 \n", + "18 17.693016 \n", + "19 24.357793 \n", + "20 21.339215 \n", + "21 25.445118 \n", + "22 22.890823 \n", + "23 8.178225 \n", + "24 7.674243 \n", + "25 22.783365 \n", + "26 19.656924 \n", + "27 28.582124 \n", + "28 28.669117 \n", + "29 10.988363 \n", + "30 13.080848 \n", + "31 25.182230 \n", + "32 27.634351 \n", + "33 15.409318 \n", + "34 24.491387 \n", + "35 15.727368 \n", + "36 24.105494 \n", + "37 22.439307 \n", + "38 16.351020 \n", + "39 26.723881 \n", + "40 21.759689 \n", "\n", " Marginal Effective Total Tax Rate Under Reform Policy \\\n", - "0 25.524466 \n", - "1 28.320144 \n", - "2 30.896046 \n", - "3 17.971900 \n", - "4 20.115997 \n", - "5 30.624693 \n", - "6 27.120119 \n", - "7 34.533774 \n", - "8 34.948319 \n", - "9 20.708297 \n", - "10 24.838020 \n", - "11 30.540664 \n", - "12 33.983636 \n", - "13 25.698186 \n", - "14 32.516446 \n", - "15 26.805903 \n", - "16 31.884260 \n", - "17 31.106191 \n", - "18 26.617836 \n", - "19 34.355820 \n", - "20 30.077012 \n", - "21 23.318798 \n", - "22 22.465303 \n", - "23 11.922444 \n", - "24 13.381097 \n", - "25 22.058650 \n", - "26 19.196170 \n", - "27 26.008485 \n", - "28 25.904160 \n", - "29 14.309383 \n", - "30 17.143644 \n", - "31 23.532485 \n", - "32 24.615095 \n", - "33 17.383227 \n", - "34 22.791069 \n", - "35 18.261459 \n", - "36 22.247380 \n", - "37 21.634895 \n", - "38 18.025709 \n", - "39 24.406857 \n", - "40 20.605809 \n", + "0 36.559180 \n", + "1 42.290696 \n", + "2 39.825970 \n", + "3 40.334556 \n", + "4 35.617403 \n", + "5 44.152531 \n", + "6 44.975737 \n", + "7 44.175721 \n", + "8 41.380972 \n", + "9 39.123823 \n", + "10 45.626685 \n", + "11 48.923895 \n", + "12 37.289023 \n", + "13 52.644895 \n", + "14 45.750770 \n", + "15 48.198467 \n", + "16 40.858827 \n", + "17 42.546117 \n", + "18 40.552789 \n", + "19 40.406482 \n", + "20 39.923188 \n", + "21 29.374410 \n", + "22 28.258745 \n", + "23 13.282775 \n", + "24 15.386904 \n", + "25 27.715992 \n", + "26 23.876224 \n", + "27 32.982385 \n", + "28 32.818548 \n", + "29 16.814706 \n", + "30 22.380169 \n", + "31 29.686517 \n", + "32 31.037967 \n", + "33 21.332319 \n", + "34 28.707654 \n", + "35 22.533481 \n", + "36 27.924088 \n", + "37 27.127672 \n", + "38 22.227996 \n", + "39 30.833800 \n", + "40 25.712610 \n", "\n", " Change from Baseline (pp) \n", - "0 7.884581 \n", - "1 10.564699 \n", - "2 12.274165 \n", - "3 8.257444 \n", - "4 12.345955 \n", - "5 11.465042 \n", - "6 9.069148 \n", - "7 11.041542 \n", - "8 10.468967 \n", - "9 9.715604 \n", - "10 14.447985 \n", - "11 11.844242 \n", - "12 9.596334 \n", - "13 11.092537 \n", - "14 10.031525 \n", - "15 12.495965 \n", - "16 9.397229 \n", - "17 10.473583 \n", - "18 11.068940 \n", - "19 10.287984 \n", - "20 9.240317 \n", - "21 4.311357 \n", - "22 6.417456 \n", - "23 6.592713 \n", - "24 10.065342 \n", - "25 5.802225 \n", - "26 4.830454 \n", - "27 4.739016 \n", - "28 4.407191 \n", - "29 7.414971 \n", - "30 11.094117 \n", - "31 5.092051 \n", - "32 3.532863 \n", - "33 7.299718 \n", - "34 4.688790 \n", - "35 8.549633 \n", - "36 4.167403 \n", - "37 5.428020 \n", - "38 7.259327 \n", - "39 4.477008 \n", - "40 4.451742 " + "0 15.032303 \n", + "1 23.000871 \n", + "2 19.291648 \n", + "3 28.115526 \n", + "4 23.603149 \n", + "5 23.464226 \n", + "6 25.993298 \n", + "7 20.093603 \n", + "8 16.640992 \n", + "9 25.467300 \n", + "10 30.558879 \n", + "11 28.494175 \n", + "12 12.863731 \n", + "13 35.762620 \n", + "14 22.806244 \n", + "15 31.067788 \n", + "16 18.110766 \n", + "17 20.973289 \n", + "18 22.859773 \n", + "19 16.048689 \n", + "20 18.583973 \n", + "21 3.929292 \n", + "22 5.367922 \n", + "23 5.104550 \n", + "24 7.712661 \n", + "25 4.932628 \n", + "26 4.219300 \n", + "27 4.400262 \n", + "28 4.149431 \n", + "29 5.826343 \n", + "30 9.299321 \n", + "31 4.504287 \n", + "32 3.403616 \n", + "33 5.923000 \n", + "34 4.216267 \n", + "35 6.806113 \n", + "36 3.818595 \n", + "37 4.688364 \n", + "38 5.876976 \n", + "39 4.109919 \n", + "40 3.952921 " ] }, - "execution_count": 17, + "execution_count": 13, "metadata": {}, "output_type": "execute_result" } @@ -1724,72 +1609,14 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 14, "metadata": {}, "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "deprec_df value asset_name BEA_code \\\n", - "0 {'life': 5.0, 'method': 'DB 200%'} Mainframes EP1A \n", - "1 {'life': 5.0, 'method': 'DB 200%'} PCs EP1B \n", - "2 {'life': 5.0, 'method': 'DB 200%'} DASDs EP1C \n", - "3 {'life': 5.0, 'method': 'DB 200%'} Printers EP1D \n", - "4 {'life': 5.0, 'method': 'DB 200%'} Terminals EP1E \n", - "\n", - " minor_asset_group major_asset_group ADS_life GDS_life system year \n", - "0 Computers and Software Equipment 5.0 5.0 GDS 2020 \n", - "1 Computers and Software Equipment 5.0 5.0 GDS 2020 \n", - "2 Computers and Software Equipment 5.0 5.0 GDS 2020 \n", - "3 Computers and Software Equipment 5.0 5.0 GDS 2020 \n", - "4 Computers and Software Equipment 5.0 5.0 GDS 2020 \n", - 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const render_items = [{\"docid\":\"d16e7a49-53bf-4210-8a37-ade9623eed6e\",\"roots\":{\"p1113\":\"f14f6b93-93b8-423c-91bd-a09db1e5465f\"},\"root_ids\":[\"p1113\"]}];\n root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n }\n if (root.Bokeh !== undefined) {\n embed_document(root);\n } else {\n let attempts = 0;\n const timer = setInterval(function(root) {\n if (root.Bokeh !== undefined) {\n clearInterval(timer);\n embed_document(root);\n } else {\n attempts++;\n if (attempts > 100) {\n clearInterval(timer);\n console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n }\n }\n }, 10, root)\n }\n})(window);", "application/vnd.bokehjs_exec.v0+json": "" }, "metadata": { @@ -2053,13 +1764,13 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "text/html": [ - "\n", "
\n", " \n", - " Loading BokehJS ...\n", + " Loading BokehJS ...\n", "
\n" ] }, @@ -2078,75 +1789,17 @@ }, { "data": { - "application/javascript": "(function(root) {\n function now() {\n return new Date();\n }\n\n const force = true;\n\n if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n root._bokeh_onload_callbacks = [];\n root._bokeh_is_loading = undefined;\n }\n\nconst JS_MIME_TYPE = 'application/javascript';\n const HTML_MIME_TYPE = 'text/html';\n const EXEC_MIME_TYPE = 'application/vnd.bokehjs_exec.v0+json';\n const CLASS_NAME = 'output_bokeh rendered_html';\n\n /**\n * Render data to the DOM node\n */\n function render(props, node) {\n const script = document.createElement(\"script\");\n node.appendChild(script);\n }\n\n /**\n * Handle when an output is cleared or removed\n */\n function handleClearOutput(event, handle) {\n const cell = handle.cell;\n\n const id = cell.output_area._bokeh_element_id;\n const server_id = cell.output_area._bokeh_server_id;\n // Clean up Bokeh references\n if (id != null && id in Bokeh.index) {\n Bokeh.index[id].model.document.clear();\n delete Bokeh.index[id];\n }\n\n if (server_id !== undefined) {\n // Clean up Bokeh references\n const cmd_clean = \"from bokeh.io.state import curstate; print(curstate().uuid_to_server['\" + server_id + \"'].get_sessions()[0].document.roots[0]._id)\";\n cell.notebook.kernel.execute(cmd_clean, {\n iopub: {\n output: function(msg) {\n const id = msg.content.text.trim();\n if (id in Bokeh.index) {\n Bokeh.index[id].model.document.clear();\n delete Bokeh.index[id];\n }\n }\n }\n });\n // Destroy server and session\n const cmd_destroy = \"import bokeh.io.notebook as ion; ion.destroy_server('\" + server_id + \"')\";\n cell.notebook.kernel.execute(cmd_destroy);\n }\n }\n\n /**\n * Handle when a new output is added\n */\n function handleAddOutput(event, handle) {\n const output_area = handle.output_area;\n const output = handle.output;\n\n // limit handleAddOutput to display_data with EXEC_MIME_TYPE content only\n if ((output.output_type != \"display_data\") || (!Object.prototype.hasOwnProperty.call(output.data, EXEC_MIME_TYPE))) {\n return\n }\n\n const toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n\n if (output.metadata[EXEC_MIME_TYPE][\"id\"] !== undefined) {\n toinsert[toinsert.length - 1].firstChild.textContent = output.data[JS_MIME_TYPE];\n // store reference to embed id on output_area\n output_area._bokeh_element_id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n }\n if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n const bk_div = document.createElement(\"div\");\n bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n const script_attrs = bk_div.children[0].attributes;\n for (let i = 0; i < script_attrs.length; i++) {\n toinsert[toinsert.length - 1].firstChild.setAttribute(script_attrs[i].name, script_attrs[i].value);\n toinsert[toinsert.length - 1].firstChild.textContent = bk_div.children[0].textContent\n }\n // store reference to server id on output_area\n output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n }\n }\n\n function register_renderer(events, OutputArea) {\n\n function append_mime(data, metadata, element) {\n // create a DOM node to render to\n const toinsert = this.create_output_subarea(\n metadata,\n CLASS_NAME,\n EXEC_MIME_TYPE\n );\n this.keyboard_manager.register_events(toinsert);\n // Render to node\n const props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n render(props, toinsert[toinsert.length - 1]);\n element.append(toinsert);\n return toinsert\n }\n\n /* Handle when an output is cleared or removed */\n events.on('clear_output.CodeCell', handleClearOutput);\n events.on('delete.Cell', handleClearOutput);\n\n /* Handle when a new output is added */\n events.on('output_added.OutputArea', handleAddOutput);\n\n /**\n * Register the mime type and append_mime function with output_area\n */\n OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n /* Is output safe? */\n safe: true,\n /* Index of renderer in `output_area.display_order` */\n index: 0\n });\n }\n\n // register the mime type if in Jupyter Notebook environment and previously unregistered\n if (root.Jupyter !== undefined) {\n const events = require('base/js/events');\n const OutputArea = require('notebook/js/outputarea').OutputArea;\n\n if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n register_renderer(events, OutputArea);\n }\n }\n if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n root._bokeh_timeout = Date.now() + 5000;\n root._bokeh_failed_load = false;\n }\n\n const NB_LOAD_WARNING = {'data': {'text/html':\n \"
\\n\"+\n \"

\\n\"+\n \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n \"

\\n\"+\n \"
    \\n\"+\n \"
  • re-rerun `output_notebook()` to attempt to load from CDN again, or
    • \\n\"+\n \"
  • use INLINE resources instead, as so:
    • \\n\"+\n \"
\\n\"+\n \"\\n\"+\n \"from bokeh.resources import INLINE\\n\"+\n \"output_notebook(resources=INLINE)\\n\"+\n \"\\n\"+\n \"
\"}};\n\n function display_loaded() {\n const el = document.getElementById(\"c4c6a1ba-48c9-48c7-9be4-c1dba86659cc\");\n if (el != null) {\n el.textContent = \"BokehJS is loading...\";\n }\n if (root.Bokeh !== undefined) {\n if (el != null) {\n el.textContent = \"BokehJS \" + root.Bokeh.version + \" successfully loaded.\";\n }\n } else if (Date.now() < root._bokeh_timeout) {\n setTimeout(display_loaded, 100)\n }\n }\n\n function run_callbacks() {\n try {\n root._bokeh_onload_callbacks.forEach(function(callback) {\n if (callback != null)\n callback();\n });\n } finally {\n delete root._bokeh_onload_callbacks\n }\n console.debug(\"Bokeh: all callbacks have finished\");\n }\n\n function load_libs(css_urls, js_urls, callback) {\n if (css_urls == null) css_urls = [];\n if (js_urls == null) js_urls = [];\n\n root._bokeh_onload_callbacks.push(callback);\n if (root._bokeh_is_loading > 0) {\n console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n return null;\n }\n if (js_urls == null || js_urls.length === 0) {\n run_callbacks();\n return null;\n }\n console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n root._bokeh_is_loading = css_urls.length + js_urls.length;\n\n function on_load() {\n root._bokeh_is_loading--;\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n run_callbacks()\n }\n }\n\n function on_error(url) {\n console.error(\"failed to load \" + url);\n }\n\n for (let i = 0; i < css_urls.length; i++) {\n const url = css_urls[i];\n const element = document.createElement(\"link\");\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.rel = \"stylesheet\";\n element.type = \"text/css\";\n element.href = url;\n console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n document.body.appendChild(element);\n }\n\n for (let i = 0; i < js_urls.length; i++) {\n const url = js_urls[i];\n const element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.async = false;\n element.src = url;\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n };\n\n function inject_raw_css(css) {\n const element = document.createElement(\"style\");\n element.appendChild(document.createTextNode(css));\n document.body.appendChild(element);\n }\n\n const js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-mathjax-3.2.2.min.js\"];\n const css_urls = [];\n\n const inline_js = [ function(Bokeh) {\n Bokeh.set_log_level(\"info\");\n },\nfunction(Bokeh) {\n }\n ];\n\n function run_inline_js() {\n if (root.Bokeh !== undefined || force === true) {\n for (let i = 0; i < inline_js.length; i++) {\n inline_js[i].call(root, root.Bokeh);\n }\nif (force === true) {\n display_loaded();\n }} else if (Date.now() < root._bokeh_timeout) {\n setTimeout(run_inline_js, 100);\n } else if (!root._bokeh_failed_load) {\n console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n root._bokeh_failed_load = true;\n } else if (force !== true) {\n const cell = $(document.getElementById(\"c4c6a1ba-48c9-48c7-9be4-c1dba86659cc\")).parents('.cell').data().cell;\n cell.output_area.append_execute_result(NB_LOAD_WARNING)\n }\n }\n\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n run_inline_js();\n } else {\n load_libs(css_urls, js_urls, function() {\n console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n run_inline_js();\n });\n }\n}(window));", + "application/javascript": "(function(root) {\n function now() {\n return new Date();\n }\n\n const force = true;\n\n if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n root._bokeh_onload_callbacks = [];\n root._bokeh_is_loading = undefined;\n }\n\nconst JS_MIME_TYPE = 'application/javascript';\n const HTML_MIME_TYPE = 'text/html';\n const EXEC_MIME_TYPE = 'application/vnd.bokehjs_exec.v0+json';\n const CLASS_NAME = 'output_bokeh rendered_html';\n\n /**\n * Render data to the DOM node\n */\n function render(props, node) {\n const script = document.createElement(\"script\");\n node.appendChild(script);\n }\n\n /**\n * Handle when an output is cleared or removed\n */\n function handleClearOutput(event, handle) {\n function drop(id) {\n const view = Bokeh.index.get_by_id(id)\n if (view != null) {\n view.model.document.clear()\n Bokeh.index.delete(view)\n }\n }\n\n const cell = handle.cell;\n\n const id = cell.output_area._bokeh_element_id;\n const server_id = cell.output_area._bokeh_server_id;\n\n // Clean up Bokeh references\n if (id != null) {\n drop(id)\n }\n\n if (server_id !== undefined) {\n // Clean up Bokeh references\n const cmd_clean = \"from bokeh.io.state import curstate; print(curstate().uuid_to_server['\" + server_id + \"'].get_sessions()[0].document.roots[0]._id)\";\n cell.notebook.kernel.execute(cmd_clean, {\n iopub: {\n output: function(msg) {\n const id = msg.content.text.trim()\n drop(id)\n }\n }\n });\n // Destroy server and session\n const cmd_destroy = \"import bokeh.io.notebook as ion; ion.destroy_server('\" + server_id + \"')\";\n cell.notebook.kernel.execute(cmd_destroy);\n }\n }\n\n /**\n * Handle when a new output is added\n */\n function handleAddOutput(event, handle) {\n const output_area = handle.output_area;\n const output = handle.output;\n\n // limit handleAddOutput to display_data with EXEC_MIME_TYPE content only\n if ((output.output_type != \"display_data\") || (!Object.prototype.hasOwnProperty.call(output.data, EXEC_MIME_TYPE))) {\n return\n }\n\n const toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n\n if (output.metadata[EXEC_MIME_TYPE][\"id\"] !== undefined) {\n toinsert[toinsert.length - 1].firstChild.textContent = output.data[JS_MIME_TYPE];\n // store reference to embed id on output_area\n output_area._bokeh_element_id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n }\n if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n const bk_div = document.createElement(\"div\");\n bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n const script_attrs = bk_div.children[0].attributes;\n for (let i = 0; i < script_attrs.length; i++) {\n toinsert[toinsert.length - 1].firstChild.setAttribute(script_attrs[i].name, script_attrs[i].value);\n toinsert[toinsert.length - 1].firstChild.textContent = bk_div.children[0].textContent\n }\n // store reference to server id on output_area\n output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n }\n }\n\n function register_renderer(events, OutputArea) {\n\n function append_mime(data, metadata, element) {\n // create a DOM node to render to\n const toinsert = this.create_output_subarea(\n metadata,\n CLASS_NAME,\n EXEC_MIME_TYPE\n );\n this.keyboard_manager.register_events(toinsert);\n // Render to node\n const props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n render(props, toinsert[toinsert.length - 1]);\n element.append(toinsert);\n return toinsert\n }\n\n /* Handle when an output is cleared or removed */\n events.on('clear_output.CodeCell', handleClearOutput);\n events.on('delete.Cell', handleClearOutput);\n\n /* Handle when a new output is added */\n events.on('output_added.OutputArea', handleAddOutput);\n\n /**\n * Register the mime type and append_mime function with output_area\n */\n OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n /* Is output safe? */\n safe: true,\n /* Index of renderer in `output_area.display_order` */\n index: 0\n });\n }\n\n // register the mime type if in Jupyter Notebook environment and previously unregistered\n if (root.Jupyter !== undefined) {\n const events = require('base/js/events');\n const OutputArea = require('notebook/js/outputarea').OutputArea;\n\n if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n register_renderer(events, OutputArea);\n }\n }\n if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n root._bokeh_timeout = Date.now() + 5000;\n root._bokeh_failed_load = false;\n }\n\n const NB_LOAD_WARNING = {'data': {'text/html':\n \"
\\n\"+\n \"

\\n\"+\n \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n \"

\\n\"+\n \"
    \\n\"+\n \"
  • re-rerun `output_notebook()` to attempt to load from CDN again, or
    • \\n\"+\n \"
  • use INLINE resources instead, as so:
    • \\n\"+\n \"
\\n\"+\n \"\\n\"+\n \"from bokeh.resources import INLINE\\n\"+\n \"output_notebook(resources=INLINE)\\n\"+\n \"\\n\"+\n \"
\"}};\n\n function display_loaded() {\n const el = document.getElementById(\"e60272ff-292d-481c-adeb-c13daab76732\");\n if (el != null) {\n el.textContent = \"BokehJS is loading...\";\n }\n if (root.Bokeh !== undefined) {\n if (el != null) {\n el.textContent = \"BokehJS \" + root.Bokeh.version + \" successfully loaded.\";\n }\n } else if (Date.now() < root._bokeh_timeout) {\n setTimeout(display_loaded, 100)\n }\n }\n\n function run_callbacks() {\n try {\n root._bokeh_onload_callbacks.forEach(function(callback) {\n if (callback != null)\n callback();\n });\n } finally {\n delete root._bokeh_onload_callbacks\n }\n console.debug(\"Bokeh: all callbacks have finished\");\n }\n\n function load_libs(css_urls, js_urls, callback) {\n if (css_urls == null) css_urls = [];\n if (js_urls == null) js_urls = [];\n\n root._bokeh_onload_callbacks.push(callback);\n if (root._bokeh_is_loading > 0) {\n console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n return null;\n }\n if (js_urls == null || js_urls.length === 0) {\n run_callbacks();\n return null;\n }\n console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n root._bokeh_is_loading = css_urls.length + js_urls.length;\n\n function on_load() {\n root._bokeh_is_loading--;\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n run_callbacks()\n }\n }\n\n function on_error(url) {\n console.error(\"failed to load \" + url);\n }\n\n for (let i = 0; i < css_urls.length; i++) {\n const url = css_urls[i];\n const element = document.createElement(\"link\");\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.rel = \"stylesheet\";\n element.type = \"text/css\";\n element.href = url;\n console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n document.body.appendChild(element);\n }\n\n for (let i = 0; i < js_urls.length; i++) {\n const url = js_urls[i];\n const element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.async = false;\n element.src = url;\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n };\n\n function inject_raw_css(css) {\n const element = document.createElement(\"style\");\n element.appendChild(document.createTextNode(css));\n document.body.appendChild(element);\n }\n\n const js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.3.4.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.3.4.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.3.4.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.3.4.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-mathjax-3.3.4.min.js\"];\n const css_urls = [];\n\n const inline_js = [ function(Bokeh) {\n Bokeh.set_log_level(\"info\");\n },\nfunction(Bokeh) {\n }\n ];\n\n function run_inline_js() {\n if (root.Bokeh !== undefined || force === true) {\n for (let i = 0; i < inline_js.length; i++) {\n inline_js[i].call(root, root.Bokeh);\n }\nif (force === true) {\n display_loaded();\n }} else if (Date.now() < root._bokeh_timeout) {\n setTimeout(run_inline_js, 100);\n } else if (!root._bokeh_failed_load) {\n console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n root._bokeh_failed_load = true;\n } else if (force !== true) {\n const cell = $(document.getElementById(\"e60272ff-292d-481c-adeb-c13daab76732\")).parents('.cell').data().cell;\n cell.output_area.append_execute_result(NB_LOAD_WARNING)\n }\n }\n\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n run_inline_js();\n } else {\n load_libs(css_urls, js_urls, function() {\n console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n run_inline_js();\n });\n }\n}(window));", "application/vnd.bokehjs_load.v0+json": "" }, "metadata": {}, "output_type": "display_data" }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "deprec_df value asset_name BEA_code \\\n", - "0 {'life': 5.0, 'method': 'DB 200%'} Mainframes EP1A \n", - "1 {'life': 5.0, 'method': 'DB 200%'} PCs EP1B \n", - "2 {'life': 5.0, 'method': 'DB 200%'} DASDs EP1C \n", - "3 {'life': 5.0, 'method': 'DB 200%'} Printers EP1D \n", - "4 {'life': 5.0, 'method': 'DB 200%'} Terminals EP1E \n", - "\n", - " minor_asset_group major_asset_group ADS_life GDS_life system year \n", - "0 Computers and Software Equipment 5.0 5.0 GDS 2020 \n", - "1 Computers and Software Equipment 5.0 5.0 GDS 2020 \n", - "2 Computers and Software Equipment 5.0 5.0 GDS 2020 \n", - "3 Computers and Software Equipment 5.0 5.0 GDS 2020 \n", - "4 Computers and Software Equipment 5.0 5.0 GDS 2020 \n", - "deprec_df 2 asset_name BEA_code minor_asset_group major_asset_group ADS_life \\\n", - "0 Mainframes EP1A Computers and Software Equipment 5.0 \n", - "1 PCs EP1B Computers and Software Equipment 5.0 \n", - "2 DASDs EP1C Computers and Software Equipment 5.0 \n", - "3 Printers EP1D Computers and Software Equipment 5.0 \n", - "4 Terminals EP1E Computers and Software Equipment 5.0 \n", - "\n", - " GDS_life system year life method \n", - "0 5.0 GDS 2020 5.0 DB 200% \n", - "1 5.0 GDS 2020 5.0 DB 200% \n", - "2 5.0 GDS 2020 5.0 DB 200% \n", - "3 5.0 GDS 2020 5.0 DB 200% \n", - "4 5.0 GDS 2020 5.0 DB 200% \n", - "deprec_df value asset_name BEA_code \\\n", - "0 {'life': 5.0, 'method': 'DB 200%'} Mainframes EP1A \n", - "1 {'life': 5.0, 'method': 'DB 200%'} PCs EP1B \n", - "2 {'life': 5.0, 'method': 'DB 200%'} DASDs EP1C \n", - "3 {'life': 5.0, 'method': 'DB 200%'} Printers EP1D \n", - "4 {'life': 5.0, 'method': 'DB 200%'} Terminals EP1E \n", - "\n", - " minor_asset_group major_asset_group ADS_life GDS_life system year \n", - "0 Computers and Software Equipment 5.0 5.0 GDS 2020 \n", - "1 Computers and Software Equipment 5.0 5.0 GDS 2020 \n", - "2 Computers and Software Equipment 5.0 5.0 GDS 2020 \n", - "3 Computers and Software Equipment 5.0 5.0 GDS 2020 \n", - "4 Computers and Software Equipment 5.0 5.0 GDS 2020 \n", - "deprec_df 2 asset_name BEA_code minor_asset_group major_asset_group ADS_life \\\n", - "0 Mainframes EP1A Computers and Software Equipment 5.0 \n", - "1 PCs EP1B Computers and Software Equipment 5.0 \n", - "2 DASDs EP1C Computers and Software Equipment 5.0 \n", - "3 Printers EP1D Computers and Software Equipment 5.0 \n", - "4 Terminals EP1E Computers and Software Equipment 5.0 \n", - "\n", - " GDS_life system year life method \n", - "0 5.0 GDS 2020 5.0 DB 200% \n", - "1 5.0 GDS 2020 5.0 DB 200% \n", - "2 5.0 GDS 2020 5.0 DB 200% \n", - "3 5.0 GDS 2020 5.0 DB 200% \n", - "4 5.0 GDS 2020 5.0 DB 200% \n" - ] - }, { "data": { "text/html": [ "\n", - "
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const render_items = [{\"docid\":\"87e5985c-dc90-45b8-9325-0ed744f3e6ce\",\"roots\":{\"p1485\":\"f8f3570d-d72c-4eae-aaf7-c22698833ca6\"},\"root_ids\":[\"p1485\"]}];\n root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n }\n if (root.Bokeh !== undefined) {\n embed_document(root);\n } else {\n let attempts = 0;\n const timer = setInterval(function(root) {\n if (root.Bokeh !== undefined) {\n clearInterval(timer);\n embed_document(root);\n } else {\n attempts++;\n if (attempts > 100) {\n clearInterval(timer);\n console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n }\n }\n }, 10, root)\n }\n})(window);", "application/vnd.bokehjs_exec.v0+json": "" }, "metadata": { "application/vnd.bokehjs_exec.v0+json": { - "id": "p1461" + "id": "p1485" } }, "output_type": "display_data" @@ -2264,7 +1885,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "ccc-dev", "language": "python", "name": "python3" }, @@ -2278,7 +1899,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.2" + "version": "3.12.5" } }, "nbformat": 4, diff --git a/docs/book/content/examples/TCJA_extension.ipynb b/docs/book/content/examples/TCJA_extension.ipynb index 77dea940..1bb148b9 100644 --- a/docs/book/content/examples/TCJA_extension.ipynb +++ b/docs/book/content/examples/TCJA_extension.ipynb @@ -20,9 +20,39 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 1, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Requirement already satisfied: cost-of-capital-calculator in /Users/jason.debacker/anaconda3/envs/ccc-dev/lib/python3.12/site-packages (1.5.2)\n", + "Requirement already satisfied: taxcalc in /Users/jason.debacker/anaconda3/envs/ccc-dev/lib/python3.12/site-packages (from cost-of-capital-calculator) (4.4.0)\n", + "Requirement already satisfied: pandas in /Users/jason.debacker/anaconda3/envs/ccc-dev/lib/python3.12/site-packages (from cost-of-capital-calculator) (2.2.2)\n", + "Requirement already satisfied: bokeh in /Users/jason.debacker/anaconda3/envs/ccc-dev/lib/python3.12/site-packages (from cost-of-capital-calculator) (3.3.4)\n", + "Requirement already satisfied: numpy in /Users/jason.debacker/anaconda3/envs/ccc-dev/lib/python3.12/site-packages (from cost-of-capital-calculator) (1.26.4)\n", + "Requirement already satisfied: paramtools in /Users/jason.debacker/anaconda3/envs/ccc-dev/lib/python3.12/site-packages (from cost-of-capital-calculator) (0.19.0)\n", + "Requirement already satisfied: Jinja2>=2.9 in /Users/jason.debacker/anaconda3/envs/ccc-dev/lib/python3.12/site-packages (from bokeh->cost-of-capital-calculator) (3.1.4)\n", + "Requirement already satisfied: contourpy>=1 in /Users/jason.debacker/anaconda3/envs/ccc-dev/lib/python3.12/site-packages (from bokeh->cost-of-capital-calculator) (1.2.0)\n", + "Requirement already satisfied: packaging>=16.8 in /Users/jason.debacker/anaconda3/envs/ccc-dev/lib/python3.12/site-packages (from bokeh->cost-of-capital-calculator) (24.1)\n", + "Requirement already satisfied: pillow>=7.1.0 in /Users/jason.debacker/anaconda3/envs/ccc-dev/lib/python3.12/site-packages (from bokeh->cost-of-capital-calculator) (10.4.0)\n", + "Requirement already satisfied: PyYAML>=3.10 in /Users/jason.debacker/anaconda3/envs/ccc-dev/lib/python3.12/site-packages (from bokeh->cost-of-capital-calculator) (6.0.1)\n", + "Requirement already satisfied: tornado>=5.1 in /Users/jason.debacker/anaconda3/envs/ccc-dev/lib/python3.12/site-packages (from bokeh->cost-of-capital-calculator) (6.4.1)\n", + "Requirement already satisfied: xyzservices>=2021.09.1 in /Users/jason.debacker/anaconda3/envs/ccc-dev/lib/python3.12/site-packages (from bokeh->cost-of-capital-calculator) (2022.9.0)\n", + "Requirement already satisfied: python-dateutil>=2.8.2 in /Users/jason.debacker/anaconda3/envs/ccc-dev/lib/python3.12/site-packages (from pandas->cost-of-capital-calculator) (2.9.0.post0)\n", + "Requirement already satisfied: pytz>=2020.1 in /Users/jason.debacker/anaconda3/envs/ccc-dev/lib/python3.12/site-packages (from pandas->cost-of-capital-calculator) (2024.1)\n", + "Requirement already satisfied: tzdata>=2022.7 in /Users/jason.debacker/anaconda3/envs/ccc-dev/lib/python3.12/site-packages (from pandas->cost-of-capital-calculator) (2023.3)\n", + "Requirement already satisfied: marshmallow>=3.0.0 in /Users/jason.debacker/anaconda3/envs/ccc-dev/lib/python3.12/site-packages (from paramtools->cost-of-capital-calculator) (3.19.0)\n", + "Requirement already satisfied: fsspec in /Users/jason.debacker/anaconda3/envs/ccc-dev/lib/python3.12/site-packages (from paramtools->cost-of-capital-calculator) (2024.6.1)\n", + "Requirement already satisfied: sortedcontainers in /Users/jason.debacker/anaconda3/envs/ccc-dev/lib/python3.12/site-packages (from paramtools->cost-of-capital-calculator) (2.4.0)\n", + "Requirement already satisfied: numba in /Users/jason.debacker/anaconda3/envs/ccc-dev/lib/python3.12/site-packages (from taxcalc->cost-of-capital-calculator) (0.59.0)\n", + "Requirement already satisfied: MarkupSafe>=2.0 in /Users/jason.debacker/anaconda3/envs/ccc-dev/lib/python3.12/site-packages (from Jinja2>=2.9->bokeh->cost-of-capital-calculator) (2.1.3)\n", + "Requirement already satisfied: six>=1.5 in /Users/jason.debacker/anaconda3/envs/ccc-dev/lib/python3.12/site-packages (from python-dateutil>=2.8.2->pandas->cost-of-capital-calculator) (1.16.0)\n", + "Requirement already satisfied: llvmlite<0.43,>=0.42.0dev0 in /Users/jason.debacker/anaconda3/envs/ccc-dev/lib/python3.12/site-packages (from numba->taxcalc->cost-of-capital-calculator) (0.42.0)\n" + ] + } + ], "source": [ "# To install ccc package (if not already):\n", "import sys\n", @@ -32,7 +62,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 2, "metadata": {}, "outputs": [ { @@ -48,7 +78,7 @@ " \n", "
\n", " \n", - " Loading BokehJS ...\n", + " Loading BokehJS ...\n", "
\n" ] }, @@ -57,7 +87,7 @@ }, { "data": { - "application/javascript": "(function(root) {\n function now() {\n return new Date();\n }\n\n const force = true;\n\n if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n root._bokeh_onload_callbacks = [];\n root._bokeh_is_loading = undefined;\n }\n\nconst JS_MIME_TYPE = 'application/javascript';\n const HTML_MIME_TYPE = 'text/html';\n const EXEC_MIME_TYPE = 'application/vnd.bokehjs_exec.v0+json';\n const CLASS_NAME = 'output_bokeh rendered_html';\n\n /**\n * Render data to the DOM node\n */\n function render(props, node) {\n const script = document.createElement(\"script\");\n node.appendChild(script);\n }\n\n /**\n * Handle when an output is cleared or removed\n */\n function handleClearOutput(event, handle) {\n function drop(id) {\n const view = Bokeh.index.get_by_id(id)\n if (view != null) {\n view.model.document.clear()\n Bokeh.index.delete(view)\n }\n }\n\n const cell = handle.cell;\n\n const id = cell.output_area._bokeh_element_id;\n const server_id = cell.output_area._bokeh_server_id;\n\n // Clean up Bokeh references\n if (id != null) {\n drop(id)\n }\n\n if (server_id !== undefined) {\n // Clean up Bokeh references\n const cmd_clean = \"from bokeh.io.state import curstate; print(curstate().uuid_to_server['\" + server_id + \"'].get_sessions()[0].document.roots[0]._id)\";\n cell.notebook.kernel.execute(cmd_clean, {\n iopub: {\n output: function(msg) {\n const id = msg.content.text.trim()\n drop(id)\n }\n }\n });\n // Destroy server and session\n const cmd_destroy = \"import bokeh.io.notebook as ion; ion.destroy_server('\" + server_id + \"')\";\n cell.notebook.kernel.execute(cmd_destroy);\n }\n }\n\n /**\n * Handle when a new output is added\n */\n function handleAddOutput(event, handle) {\n const output_area = handle.output_area;\n const output = handle.output;\n\n // limit handleAddOutput to display_data with EXEC_MIME_TYPE content only\n if ((output.output_type != \"display_data\") || (!Object.prototype.hasOwnProperty.call(output.data, EXEC_MIME_TYPE))) {\n return\n }\n\n const toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n\n if (output.metadata[EXEC_MIME_TYPE][\"id\"] !== undefined) {\n toinsert[toinsert.length - 1].firstChild.textContent = output.data[JS_MIME_TYPE];\n // store reference to embed id on output_area\n output_area._bokeh_element_id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n }\n if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n const bk_div = document.createElement(\"div\");\n bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n const script_attrs = bk_div.children[0].attributes;\n for (let i = 0; i < script_attrs.length; i++) {\n toinsert[toinsert.length - 1].firstChild.setAttribute(script_attrs[i].name, script_attrs[i].value);\n toinsert[toinsert.length - 1].firstChild.textContent = bk_div.children[0].textContent\n }\n // store reference to server id on output_area\n output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n }\n }\n\n function register_renderer(events, OutputArea) {\n\n function append_mime(data, metadata, element) {\n // create a DOM node to render to\n const toinsert = this.create_output_subarea(\n metadata,\n CLASS_NAME,\n EXEC_MIME_TYPE\n );\n this.keyboard_manager.register_events(toinsert);\n // Render to node\n const props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n render(props, toinsert[toinsert.length - 1]);\n element.append(toinsert);\n return toinsert\n }\n\n /* Handle when an output is cleared or removed */\n events.on('clear_output.CodeCell', handleClearOutput);\n events.on('delete.Cell', handleClearOutput);\n\n /* Handle when a new output is added */\n events.on('output_added.OutputArea', handleAddOutput);\n\n /**\n * Register the mime type and append_mime function with output_area\n */\n OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n /* Is output safe? */\n safe: true,\n /* Index of renderer in `output_area.display_order` */\n index: 0\n });\n }\n\n // register the mime type if in Jupyter Notebook environment and previously unregistered\n if (root.Jupyter !== undefined) {\n const events = require('base/js/events');\n const OutputArea = require('notebook/js/outputarea').OutputArea;\n\n if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n register_renderer(events, OutputArea);\n }\n }\n if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n root._bokeh_timeout = Date.now() + 5000;\n root._bokeh_failed_load = false;\n }\n\n const NB_LOAD_WARNING = {'data': {'text/html':\n \"
\\n\"+\n \"

\\n\"+\n \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n \"

\\n\"+\n \"
    \\n\"+\n \"
  • re-rerun `output_notebook()` to attempt to load from CDN again, or
    • \\n\"+\n \"
  • use INLINE resources instead, as so:
    • \\n\"+\n \"
\\n\"+\n \"\\n\"+\n \"from bokeh.resources import INLINE\\n\"+\n \"output_notebook(resources=INLINE)\\n\"+\n \"\\n\"+\n \"
\"}};\n\n function display_loaded() {\n const el = document.getElementById(\"fc42427e-f8ac-4c83-a65c-5c55ffba97c9\");\n if (el != null) {\n el.textContent = \"BokehJS is loading...\";\n }\n if (root.Bokeh !== undefined) {\n if (el != null) {\n el.textContent = \"BokehJS \" + root.Bokeh.version + \" successfully loaded.\";\n }\n } else if (Date.now() < root._bokeh_timeout) {\n setTimeout(display_loaded, 100)\n }\n }\n\n function run_callbacks() {\n try {\n root._bokeh_onload_callbacks.forEach(function(callback) {\n if (callback != null)\n callback();\n });\n } finally {\n delete root._bokeh_onload_callbacks\n }\n console.debug(\"Bokeh: all callbacks have finished\");\n }\n\n function load_libs(css_urls, js_urls, callback) {\n if (css_urls == null) css_urls = [];\n if (js_urls == null) js_urls = [];\n\n root._bokeh_onload_callbacks.push(callback);\n if (root._bokeh_is_loading > 0) {\n console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n return null;\n }\n if (js_urls == null || js_urls.length === 0) {\n run_callbacks();\n return null;\n }\n console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n root._bokeh_is_loading = css_urls.length + js_urls.length;\n\n function on_load() {\n root._bokeh_is_loading--;\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n run_callbacks()\n }\n }\n\n function on_error(url) {\n console.error(\"failed to load \" + url);\n }\n\n for (let i = 0; i < css_urls.length; i++) {\n const url = css_urls[i];\n const element = document.createElement(\"link\");\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.rel = \"stylesheet\";\n element.type = \"text/css\";\n element.href = url;\n console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n document.body.appendChild(element);\n }\n\n for (let i = 0; i < js_urls.length; i++) {\n const url = js_urls[i];\n const element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.async = false;\n element.src = url;\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n };\n\n function inject_raw_css(css) {\n const element = document.createElement(\"style\");\n element.appendChild(document.createTextNode(css));\n document.body.appendChild(element);\n }\n\n const js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.3.4.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.3.4.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.3.4.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.3.4.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-mathjax-3.3.4.min.js\"];\n const css_urls = [];\n\n const inline_js = [ function(Bokeh) {\n Bokeh.set_log_level(\"info\");\n },\nfunction(Bokeh) {\n }\n ];\n\n function run_inline_js() {\n if (root.Bokeh !== undefined || force === true) {\n for (let i = 0; i < inline_js.length; i++) {\n inline_js[i].call(root, root.Bokeh);\n }\nif (force === true) {\n display_loaded();\n }} else if (Date.now() < root._bokeh_timeout) {\n setTimeout(run_inline_js, 100);\n } else if (!root._bokeh_failed_load) {\n console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n root._bokeh_failed_load = true;\n } else if (force !== true) {\n const cell = $(document.getElementById(\"fc42427e-f8ac-4c83-a65c-5c55ffba97c9\")).parents('.cell').data().cell;\n cell.output_area.append_execute_result(NB_LOAD_WARNING)\n }\n }\n\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n run_inline_js();\n } else {\n load_libs(css_urls, js_urls, function() {\n console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n run_inline_js();\n });\n }\n}(window));", + "application/javascript": "(function(root) {\n function now() {\n return new Date();\n }\n\n const force = true;\n\n if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n root._bokeh_onload_callbacks = [];\n root._bokeh_is_loading = undefined;\n }\n\nconst JS_MIME_TYPE = 'application/javascript';\n const HTML_MIME_TYPE = 'text/html';\n const EXEC_MIME_TYPE = 'application/vnd.bokehjs_exec.v0+json';\n const CLASS_NAME = 'output_bokeh rendered_html';\n\n /**\n * Render data to the DOM node\n */\n function render(props, node) {\n const script = document.createElement(\"script\");\n node.appendChild(script);\n }\n\n /**\n * Handle when an output is cleared or removed\n */\n function handleClearOutput(event, handle) {\n function drop(id) {\n const view = Bokeh.index.get_by_id(id)\n if (view != null) {\n view.model.document.clear()\n Bokeh.index.delete(view)\n }\n }\n\n const cell = handle.cell;\n\n const id = cell.output_area._bokeh_element_id;\n const server_id = cell.output_area._bokeh_server_id;\n\n // Clean up Bokeh references\n if (id != null) {\n drop(id)\n }\n\n if (server_id !== undefined) {\n // Clean up Bokeh references\n const cmd_clean = \"from bokeh.io.state import curstate; print(curstate().uuid_to_server['\" + server_id + \"'].get_sessions()[0].document.roots[0]._id)\";\n cell.notebook.kernel.execute(cmd_clean, {\n iopub: {\n output: function(msg) {\n const id = msg.content.text.trim()\n drop(id)\n }\n }\n });\n // Destroy server and session\n const cmd_destroy = \"import bokeh.io.notebook as ion; ion.destroy_server('\" + server_id + \"')\";\n cell.notebook.kernel.execute(cmd_destroy);\n }\n }\n\n /**\n * Handle when a new output is added\n */\n function handleAddOutput(event, handle) {\n const output_area = handle.output_area;\n const output = handle.output;\n\n // limit handleAddOutput to display_data with EXEC_MIME_TYPE content only\n if ((output.output_type != \"display_data\") || (!Object.prototype.hasOwnProperty.call(output.data, EXEC_MIME_TYPE))) {\n return\n }\n\n const toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n\n if (output.metadata[EXEC_MIME_TYPE][\"id\"] !== undefined) {\n toinsert[toinsert.length - 1].firstChild.textContent = output.data[JS_MIME_TYPE];\n // store reference to embed id on output_area\n output_area._bokeh_element_id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n }\n if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n const bk_div = document.createElement(\"div\");\n bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n const script_attrs = bk_div.children[0].attributes;\n for (let i = 0; i < script_attrs.length; i++) {\n toinsert[toinsert.length - 1].firstChild.setAttribute(script_attrs[i].name, script_attrs[i].value);\n toinsert[toinsert.length - 1].firstChild.textContent = bk_div.children[0].textContent\n }\n // store reference to server id on output_area\n output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n }\n }\n\n function register_renderer(events, OutputArea) {\n\n function append_mime(data, metadata, element) {\n // create a DOM node to render to\n const toinsert = this.create_output_subarea(\n metadata,\n CLASS_NAME,\n EXEC_MIME_TYPE\n );\n this.keyboard_manager.register_events(toinsert);\n // Render to node\n const props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n render(props, toinsert[toinsert.length - 1]);\n element.append(toinsert);\n return toinsert\n }\n\n /* Handle when an output is cleared or removed */\n events.on('clear_output.CodeCell', handleClearOutput);\n events.on('delete.Cell', handleClearOutput);\n\n /* Handle when a new output is added */\n events.on('output_added.OutputArea', handleAddOutput);\n\n /**\n * Register the mime type and append_mime function with output_area\n */\n OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n /* Is output safe? */\n safe: true,\n /* Index of renderer in `output_area.display_order` */\n index: 0\n });\n }\n\n // register the mime type if in Jupyter Notebook environment and previously unregistered\n if (root.Jupyter !== undefined) {\n const events = require('base/js/events');\n const OutputArea = require('notebook/js/outputarea').OutputArea;\n\n if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n register_renderer(events, OutputArea);\n }\n }\n if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n root._bokeh_timeout = Date.now() + 5000;\n root._bokeh_failed_load = false;\n }\n\n const NB_LOAD_WARNING = {'data': {'text/html':\n \"
\\n\"+\n \"

\\n\"+\n \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n \"

\\n\"+\n \"
    \\n\"+\n \"
  • re-rerun `output_notebook()` to attempt to load from CDN again, or
    • \\n\"+\n \"
  • use INLINE resources instead, as so:
    • \\n\"+\n \"
\\n\"+\n \"\\n\"+\n \"from bokeh.resources import INLINE\\n\"+\n \"output_notebook(resources=INLINE)\\n\"+\n \"\\n\"+\n \"
\"}};\n\n function display_loaded() {\n const el = document.getElementById(\"c130108d-fb93-4e25-ac18-a00ccd06668b\");\n if (el != null) {\n el.textContent = \"BokehJS is loading...\";\n }\n if (root.Bokeh !== undefined) {\n if (el != null) {\n el.textContent = \"BokehJS \" + root.Bokeh.version + \" successfully loaded.\";\n }\n } else if (Date.now() < root._bokeh_timeout) {\n setTimeout(display_loaded, 100)\n }\n }\n\n function run_callbacks() {\n try {\n root._bokeh_onload_callbacks.forEach(function(callback) {\n if (callback != null)\n callback();\n });\n } finally {\n delete root._bokeh_onload_callbacks\n }\n console.debug(\"Bokeh: all callbacks have finished\");\n }\n\n function load_libs(css_urls, js_urls, callback) {\n if (css_urls == null) css_urls = [];\n if (js_urls == null) js_urls = [];\n\n root._bokeh_onload_callbacks.push(callback);\n if (root._bokeh_is_loading > 0) {\n console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n return null;\n }\n if (js_urls == null || js_urls.length === 0) {\n run_callbacks();\n return null;\n }\n console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n root._bokeh_is_loading = css_urls.length + js_urls.length;\n\n function on_load() {\n root._bokeh_is_loading--;\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n run_callbacks()\n }\n }\n\n function on_error(url) {\n console.error(\"failed to load \" + url);\n }\n\n for (let i = 0; i < css_urls.length; i++) {\n const url = css_urls[i];\n const element = document.createElement(\"link\");\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.rel = \"stylesheet\";\n element.type = \"text/css\";\n element.href = url;\n console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n document.body.appendChild(element);\n }\n\n for (let i = 0; i < js_urls.length; i++) {\n const url = js_urls[i];\n const element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error.bind(null, url);\n element.async = false;\n element.src = url;\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n };\n\n function inject_raw_css(css) {\n const element = document.createElement(\"style\");\n element.appendChild(document.createTextNode(css));\n document.body.appendChild(element);\n }\n\n const js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.3.4.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.3.4.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.3.4.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.3.4.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-mathjax-3.3.4.min.js\"];\n const css_urls = [];\n\n const inline_js = [ function(Bokeh) {\n Bokeh.set_log_level(\"info\");\n },\nfunction(Bokeh) {\n }\n ];\n\n function run_inline_js() {\n if (root.Bokeh !== undefined || force === true) {\n for (let i = 0; i < inline_js.length; i++) {\n inline_js[i].call(root, root.Bokeh);\n }\nif (force === true) {\n display_loaded();\n }} else if (Date.now() < root._bokeh_timeout) {\n setTimeout(run_inline_js, 100);\n } else if (!root._bokeh_failed_load) {\n console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n root._bokeh_failed_load = true;\n } else if (force !== true) {\n const cell = $(document.getElementById(\"c130108d-fb93-4e25-ac18-a00ccd06668b\")).parents('.cell').data().cell;\n cell.output_area.append_execute_result(NB_LOAD_WARNING)\n }\n }\n\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n run_inline_js();\n } else {\n load_libs(css_urls, js_urls, function() {\n console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n run_inline_js();\n });\n }\n}(window));", "application/vnd.bokehjs_load.v0+json": "" }, "metadata": {}, @@ -88,7 +118,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -112,23 +142,9 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 4, "metadata": {}, - "outputs": [ - { - "ename": "IndexError", - "evalue": "index 0 is out of bounds for axis 0 with size 0", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mIndexError\u001b[0m Traceback (most recent call last)", - "Cell \u001b[0;32mIn[24], line 5\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[38;5;66;03m# Create an instance of the Specification class\u001b[39;00m\n\u001b[1;32m 4\u001b[0m p2 \u001b[38;5;241m=\u001b[39m Specification(call_tc\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mFalse\u001b[39;00m, year\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m2027\u001b[39m) \u001b[38;5;66;03m# choose year after TCJA expires\u001b[39;00m\n\u001b[0;32m----> 5\u001b[0m \u001b[43mp2\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mupdate_specification\u001b[49m\u001b[43m(\u001b[49m\u001b[43mos\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mpath\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mjoin\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43m..\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43m..\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43m..\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43m..\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mccc\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mtcja_extension.json\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m)\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 6\u001b[0m \u001b[38;5;66;03m# Create an instance of the DepreciationParams class\u001b[39;00m\n\u001b[1;32m 7\u001b[0m dp \u001b[38;5;241m=\u001b[39m DepreciationParams()\n", - "File \u001b[0;32m~/repos/CCC/ccc/parameters.py:245\u001b[0m, in \u001b[0;36mSpecification.update_specification\u001b[0;34m(self, revision, raise_errors)\u001b[0m\n\u001b[1;32m 243\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mERROR: revision is not a dictionary or string\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m 244\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39madjust(revision, raise_errors\u001b[38;5;241m=\u001b[39mraise_errors)\n\u001b[0;32m--> 245\u001b[0m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcompute_default_params\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n", - "File \u001b[0;32m~/repos/CCC/ccc/parameters.py:187\u001b[0m, in \u001b[0;36mSpecification.compute_default_params\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 185\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mbonus_deprec \u001b[38;5;241m=\u001b[39m {}\n\u001b[1;32m 186\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m cl \u001b[38;5;129;01min\u001b[39;00m class_list_str:\n\u001b[0;32m--> 187\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mbonus_deprec[cl] \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mgetattr\u001b[39;49m\u001b[43m(\u001b[49m\n\u001b[1;32m 188\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mBonusDeprec_\u001b[39;49m\u001b[38;5;132;43;01m{}\u001b[39;49;00m\u001b[38;5;124;43myr\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mformat\u001b[49m\u001b[43m(\u001b[49m\u001b[43mcl\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 189\u001b[0m \u001b[43m \u001b[49m\u001b[43m)\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;241;43m0\u001b[39;49m\u001b[43m]\u001b[49m\n\u001b[1;32m 190\u001b[0m \u001b[38;5;66;03m# to handle land and inventories\u001b[39;00m\n\u001b[1;32m 191\u001b[0m \u001b[38;5;66;03m# this is fixed later, but should work on this\u001b[39;00m\n\u001b[1;32m 192\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mbonus_deprec[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m100\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m=\u001b[39m \u001b[38;5;241m0.0\u001b[39m\n", - "\u001b[0;31mIndexError\u001b[0m: index 0 is out of bounds for axis 0 with size 0" - ] - } - ], + "outputs": [], "source": [ "# Create an instance of the Assets class\n", "assets = Assets()\n", @@ -155,7 +171,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 5, "metadata": {}, "outputs": [ { @@ -189,51 +205,51 @@ " \n", " 0\n", " Overall\n", - " 22.061070\n", - " 20.280837\n", - " -1.780234\n", + " 25.390702\n", + " 20.332555\n", + " -5.058147\n", " \n", " \n", " 1\n", " Corporations\n", - " 22.053440\n", - " 21.173608\n", - " -0.879832\n", + " 22.104009\n", + " 21.224748\n", + " -0.879261\n", " \n", " \n", " 2\n", " Equity Financed\n", - " 24.290534\n", - " 23.435529\n", - " -0.855005\n", + " 24.337664\n", + " 23.483192\n", + " -0.854472\n", " \n", " \n", " 3\n", " Debt Financed\n", - " 14.099487\n", - " 13.100244\n", - " -0.999243\n", + " 14.162442\n", + " 13.163931\n", + " -0.998511\n", " \n", " \n", " 4\n", " Pass-Through Entities\n", - " 23.679694\n", - " 20.858889\n", - " -2.820805\n", + " 30.434236\n", + " 20.914354\n", + " -9.519882\n", " \n", " \n", " 5\n", " Equity Financed\n", - " 22.924874\n", - " 18.482954\n", - " -4.441920\n", + " 32.856851\n", + " 18.533700\n", + " -14.323151\n", " \n", " \n", " 6\n", " Debt Financed\n", - " 26.911062\n", - " 29.792381\n", - " 2.881319\n", + " 18.024908\n", + " 29.865425\n", + " 11.840518\n", " \n", " \n", "\n", @@ -250,34 +266,34 @@ "6 Debt Financed \n", "\n", " Marginal Effective Total Tax Rate Under Baseline Policy \\\n", - "0 22.061070 \n", - "1 22.053440 \n", - "2 24.290534 \n", - "3 14.099487 \n", - "4 23.679694 \n", - "5 22.924874 \n", - "6 26.911062 \n", + "0 25.390702 \n", + "1 22.104009 \n", + "2 24.337664 \n", + "3 14.162442 \n", + "4 30.434236 \n", + "5 32.856851 \n", + "6 18.024908 \n", "\n", " Marginal Effective Total Tax Rate Under Reform Policy \\\n", - "0 20.280837 \n", - "1 21.173608 \n", - "2 23.435529 \n", - "3 13.100244 \n", - "4 20.858889 \n", - "5 18.482954 \n", - "6 29.792381 \n", + "0 20.332555 \n", + "1 21.224748 \n", + "2 23.483192 \n", + "3 13.163931 \n", + "4 20.914354 \n", + "5 18.533700 \n", + "6 29.865425 \n", "\n", " Change from Baseline (pp) \n", - "0 -1.780234 \n", - "1 -0.879832 \n", - "2 -0.855005 \n", - "3 -0.999243 \n", - "4 -2.820805 \n", - "5 -4.441920 \n", - "6 2.881319 " + "0 -5.058147 \n", + "1 -0.879261 \n", + "2 -0.854472 \n", + "3 -0.998511 \n", + "4 -9.519882 \n", + "5 -14.323151 \n", + "6 11.840518 " ] }, - "execution_count": 22, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" } @@ -291,16 +307,16 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "array([0.20116501])" + "array([0.3563643])" ] }, - "execution_count": 14, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" } @@ -319,7 +335,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "ccc-dev", "language": "python", "name": "python3" }, @@ -333,7 +349,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.2" + "version": "3.12.5" } }, "nbformat": 4,