diff --git a/docs/workshop-6/module-4-primers.ipynb b/docs/workshop-6/module-4-primers.ipynb
index 4d30789..df054c3 100644
--- a/docs/workshop-6/module-4-primers.ipynb
+++ b/docs/workshop-6/module-4-primers.ipynb
@@ -338,664 +338,26 @@
]
},
{
- "cell_type": "code",
- "execution_count": 4,
- "id": "5fd538ef",
- "metadata": {},
- "outputs": [],
- "source": [
- "import os\n",
- "os.environ[\"GOOGLE_CLOUD_PROJECT\"] = \"PAMCA-W6M7-AnoPrimer\""
- ]
- },
- {
- "cell_type": "code",
- "execution_count": 5,
- "id": "528ae85d",
- "metadata": {
- "id": "528ae85d",
- "tags": []
- },
- "outputs": [
- {
- "data": {
- "application/javascript": [
- "'use strict';\n",
- "(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",
- "\n",
- "const 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 \"
\\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",
- " \"
\\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 \"
\\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 \"