{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Explorations in OmniSci backend rendering with Vega\n", "\n", "We would like to surface the vega rendering backend to Jupyter notebook users.\n", "This will allow people to visualize data that is too large to fit in memory.\n", "OmniSci uses Apache Thrift to generate interfaces to the SQL server for various clients.\n", "The Javascript client is notably more complete than the Python client." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Establishing a connection\n", "\n", "pymapd allows us to connect to a OmniSci server using the following code:" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import pymapd\n", "import omnisci_renderer\n", "connection_data = dict(\n", " user='mapd',\n", " password='HyperInteractive',\n", " host='metis.mapd.com',\n", " port='443',\n", " dbname='mapd',\n", " protocol='https'\n", ")\n", "con = pymapd.connect(**connection_data)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Once we have a connection, we can try to send vega data to the backend and render it.\n", "Both the Jupyter notebook client (typically a browser), and the kernel (in this case\n", "a python process) have the ability to make this request. There are a number of different\n", "ways we can try to proceed in the notebook.\n", "\n", "## Generate vega in Python, request in the browser, render in notebook\n", "\n", "The following cell magic parses yaml data into JSON. This JSON is then sent *to the browser*,\n", "along with the relevant connection data. The browser then makes the request using\n", "the OmniSci browser client, and renders the resulting image in the notebook:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "connection_data = dict(\n", " user='mapd',\n", " password='HyperInteractive',\n", " host='metis.mapd.com',\n", " port='443',\n", " dbName='mapd',\n", " protocol='https'\n", ")" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "application/vnd.omnisci.vega+json": { "connection": { "dbName": "mapd", "host": "metis.mapd.com", "password": "HyperInteractive", "port": "443", "protocol": "https", "user": "mapd" }, "vega": { "config": { "ticks": false }, "data": [ { "name": "tweets", "sql": "SELECT goog_x as x, goog_y as y, tweets_nov_feb.rowid FROM tweets_nov_feb" } ], "height": 564, "marks": [ { "from": { "data": "tweets" }, "properties": { "fillColor": "green", "size": { "value": 1 }, "x": { "field": "x", "scale": "x" }, "y": { "field": "y", "scale": "y" } }, "type": "points" } ], "scales": [ { "domain": [ -3650484.1235206556, 7413325.514451755 ], "name": "x", "range": "width", "type": "linear" }, { "domain": [ -5778161.9183506705, 10471808.487466192 ], "name": "y", "range": "height", "type": "linear" } ], "width": 384 } }, "image/png": 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", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%%omnisci $connection_data\n", "\n", "width: 384\n", "height: 564\n", "config:\n", " ticks: false\n", "data:\n", " - name: 'tweets'\n", " sql: 'SELECT goog_x as x, goog_y as y, tweets_nov_feb.rowid FROM tweets_nov_feb' \n", "\n", "scales:\n", " - name: 'x'\n", " type: 'linear'\n", " domain:\n", " - -3650484.1235206556\n", " - 7413325.514451755\n", " range: 'width'\n", " - name: 'y'\n", " type: 'linear'\n", " domain:\n", " - -5778161.9183506705\n", " - 10471808.487466192\n", " range: 'height'\n", "marks:\n", " - type: 'points'\n", " from:\n", " data: 'tweets'\n", " properties:\n", " x:\n", " scale: 'x'\n", " field: 'x'\n", " y:\n", " scale: 'y'\n", " field: 'y'\n", " fillColor: 'green'\n", " size:\n", " value: 1 " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You can also do the same but for vega lite, which will get translated to vega in the browser before being executed with the omnisci browser client" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "application/vnd.omnisci.vega+json": { "connection": { "dbName": "mapd", "host": "metis.mapd.com", "password": "HyperInteractive", "port": "443", "protocol": "https", "user": "mapd" }, "vegalite": { "data": { "name": "mapd_data" }, "encoding": { "x": { "field": "x", "scale": { "domain": [ -3650484.1235206556, 7413325.514451755 ], "range": "width" }, "type": "quantitative" }, "y": { "field": "y", "scale": { "domain": [ -5778161.9183506705, 10471808.487466192 ], "range": "height" }, "type": "quantitative" } }, "height": 564, "mark": { "color": "green", "size": 1, "type": "circle" }, "width": 384 } }, "image/png": 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", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%%omnisci_vl $connection_data\n", "\n", "width: 384\n", "height: 564\n", "data:\n", " sql: 'SELECT goog_x as x, goog_y as y, tweets_nov_feb.rowid FROM tweets_nov_feb'\n", "mark:\n", " type: circle\n", " color: green\n", " size: 1\n", "encoding:\n", " x:\n", " field: x\n", " type: quantitative\n", " scale:\n", " range: width\n", " domain:\n", " - -3650484.1235206556\n", " - 7413325.514451755\n", " y:\n", " field: y\n", " type: quantitative\n", " scale:\n", " range: height\n", " domain:\n", " - -5778161.9183506705\n", " - 10471808.487466192" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Write vega directly, request in the browser, render in notebook\n", "\n", "We don't necessarily need to use yaml as the input format. The following takes a JSON\n", "string and sends it to the browser, along with the connection data:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "application/vnd.omnisci.vega+json": { "connection": { "dbName": "mapd", "host": "vega-demo.mapd.com", "password": "HyperInteractive", "port": "9092", "protocol": "http", "user": "mapd" }, "vega": { "data": [ { "name": "heatmap_query", "sql": "SELECT rect_pixel_bin(conv_4326_900913_x(lon), -13847031.457875465, -7451726.712679257, 733, 733) as x, rect_pixel_bin(conv_4326_900913_y(lat), 2346114.147993467, 6970277.197053557, 530, 530) as y, SUM(amount) as cnt FROM fec_contributions_oct WHERE (lon >= -124.39000000000038 AND lon <= -66.93999999999943) AND (lat >= 20.61570573311549 AND lat <= 52.93117449504004) AND amount > 0 AND recipient_party = 'R' GROUP BY x, y" } ], "height": 530, "marks": [ { "from": { "data": "heatmap_query" }, "properties": { "fillColor": { "field": "cnt", "scale": "heat_color" }, "height": 1, "shape": "square", "width": 1, "x": { "field": "x" }, "y": { "field": "y" } }, "type": "symbol" } ], "scales": [ { "default": "#0d0887", "domain": [ 10000, 1000000 ], "name": "heat_color", "nullValue": "#0d0887", "range": [ "#0d0887", "#2a0593", "#41049d", "#5601a4", "#6a00a8", "#7e03a8", "#8f0da4", "#a11b9b", "#b12a90", "#bf3984", "#cb4679", "#d6556d", "#e16462", "#ea7457", "#f2844b", "#f89540", "#fca636", "#feba2c", "#fcce25", "#f7e425", "#f0f921" ], "type": "quantize" } ], "width": 733 } }, "image/png": 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", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import json\n", "\n", "connection_data = dict(\n", " user='mapd',\n", " password='HyperInteractive',\n", " host='vega-demo.mapd.com',\n", " port='9092',\n", " dbName='mapd',\n", " protocol='http'\n", ")\n", "\n", "vega1 = \"\"\" {\n", " \"width\": 733,\n", " \"height\": 530,\n", " \"data\": [\n", " {\n", " \"name\": \"heatmap_query\",\n", " \"sql\": \"SELECT rect_pixel_bin(conv_4326_900913_x(lon), -13847031.457875465, -7451726.712679257, 733, 733) as x,\n", " rect_pixel_bin(conv_4326_900913_y(lat), 2346114.147993467, 6970277.197053557, 530, 530) as y,\n", " SUM(amount) as cnt\n", " FROM fec_contributions_oct\n", " WHERE (lon >= -124.39000000000038 AND lon <= -66.93999999999943) AND\n", " (lat >= 20.61570573311549 AND lat <= 52.93117449504004) AND\n", " amount > 0 AND\n", " recipient_party = 'R'\n", " GROUP BY x, y\"\n", " }\n", " ],\n", " \"scales\": [\n", " {\n", " \"name\": \"heat_color\",\n", " \"type\": \"quantize\",\n", " \"domain\": [\n", " 10000.0,\n", " 1000000.0\n", " ],\n", " \"range\": [ \"#0d0887\", \"#2a0593\", \"#41049d\", \"#5601a4\", \"#6a00a8\",\n", " \"#7e03a8\", \"#8f0da4\", \"#a11b9b\", \"#b12a90\", \"#bf3984\",\n", " \"#cb4679\", \"#d6556d\", \"#e16462\", \"#ea7457\", \"#f2844b\",\n", " \"#f89540\", \"#fca636\", \"#feba2c\", \"#fcce25\", \"#f7e425\", \"#f0f921\"\n", " ],\n", " \"default\": \"#0d0887\",\n", " \"nullValue\": \"#0d0887\"\n", " }\n", " ],\n", " \"marks\": [\n", " {\n", " \"type\": \"symbol\",\n", " \"from\": {\n", " \"data\": \"heatmap_query\"\n", " },\n", " \"properties\": {\n", " \"shape\": \"square\",\n", " \"x\": {\n", " \"field\": \"x\"\n", " },\n", " \"y\": {\n", " \"field\": \"y\"\n", " },\n", " \"width\": 1,\n", " \"height\": 1,\n", " \"fillColor\": {\n", " \"scale\": \"heat_color\",\n", " \"field\": \"cnt\"\n", " }\n", " }\n", " }\n", " ]\n", "}\"\"\".replace('\\n', '')\n", "im = omnisci_renderer.OmniSciBackendRenderer(connection_data, json.loads(vega1))\n", "display(im)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Another example:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "application/vnd.omnisci.vega+json": { "connection": { "dbName": "mapd", "host": "metis.mapd.com", "password": "HyperInteractive", "port": "9092", "protocol": "http", "user": "mapd" }, "vega": { "data": [ { "format": "polys", "name": "polys", "sql": "SELECT zipcodes.rowid,AVG(contributions_donotmodify.amount) AS avgContrib FROM contributions_donotmodify,zipcodes WHERE contributions_donotmodify.amount IS NOT NULL AND contributions_donotmodify.contributor_zipcode = zipcodes.ZCTA5CE10 GROUP BY zipcodes.rowid ORDER BY avgContrib DESC" } ], "height": 336, "marks": [ { "from": { "data": "polys" }, "properties": { "fillColor": { "field": "avgContrib", "scale": "polys_fillColor" }, "lineJoin": "miter", "miterLimit": 10, "strokeColor": "white", "strokeWidth": 0, "x": { "field": "x", "scale": "x" }, "y": { "field": "y", "scale": "y" } }, "type": "polys" } ], "scales": [ { "domain": [ -19646150.75527339, 19646150.755273417 ], "name": "x", "range": "width", "type": "linear" }, { "domain": [ -3071257.58106188, 10078357.267122284 ], "name": "y", "range": "height", "type": "linear" }, { "default": "green", "domain": [ 0, 325, 650, 975, 1300, 1625, 1950, 2275, 2600 ], "name": "polys_fillColor", "nullValue": "#CACACA", "range": [ "#115f9a", "#1984c5", "#22a7f0", "#48b5c4", "#76c68f", "#a6d75b", "#c9e52f", "#d0ee11", "#d0f400" ], "type": "linear" } ], "width": 1004 } }, "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "connection_data = dict(\n", " user='mapd',\n", " password='HyperInteractive',\n", " host='metis.mapd.com',\n", " port='9092',\n", " dbName='mapd',\n", " protocol='http'\n", ")\n", "vega2 = \"\"\"{\n", " \"width\": 1004,\n", " \"height\": 336,\n", " \"data\": [\n", " {\n", " \"name\": \"polys\",\n", " \"format\": \"polys\",\n", " \"sql\": \"SELECT zipcodes.rowid,AVG(contributions_donotmodify.amount) AS avgContrib FROM contributions_donotmodify,zipcodes WHERE contributions_donotmodify.amount IS NOT NULL AND contributions_donotmodify.contributor_zipcode = zipcodes.ZCTA5CE10 GROUP BY zipcodes.rowid ORDER BY avgContrib DESC\"\n", " }\n", " ],\n", " \"scales\": [\n", " {\n", " \"name\": \"x\",\n", " \"type\": \"linear\",\n", " \"domain\": [\n", " -19646150.75527339,\n", " 19646150.755273417\n", " ],\n", " \"range\": \"width\"\n", " },\n", " {\n", " \"name\": \"y\",\n", " \"type\": \"linear\",\n", " \"domain\": [\n", " -3071257.58106188,\n", " 10078357.267122284\n", " ],\n", " \"range\": \"height\"\n", " },\n", " {\n", " \"name\": \"polys_fillColor\",\n", " \"type\": \"linear\",\n", " \"domain\": [\n", " 0, 325, 650, 975,\n", " 1300, 1625, 1950, 2275, 2600\n", " ],\n", " \"range\": [\n", " \"#115f9a\", \"#1984c5\", \"#22a7f0\", \"#48b5c4\",\n", " \"#76c68f\", \"#a6d75b\", \"#c9e52f\", \"#d0ee11\", \"#d0f400\"\n", " ],\n", " \"default\": \"green\",\n", " \"nullValue\": \"#CACACA\"\n", " }\n", " ],\n", " \"marks\": [\n", " {\n", " \"type\": \"polys\",\n", " \"from\": {\n", " \"data\": \"polys\"\n", " },\n", " \"properties\": {\n", " \"x\": {\n", " \"scale\": \"x\",\n", " \"field\": \"x\"\n", " },\n", " \"y\": {\n", " \"scale\": \"y\",\n", " \"field\": \"y\"\n", " },\n", " \"fillColor\": {\n", " \"scale\": \"polys_fillColor\",\n", " \"field\": \"avgContrib\"\n", " },\n", " \"strokeColor\": \"white\",\n", " \"strokeWidth\": 0,\n", " \"lineJoin\": \"miter\",\n", " \"miterLimit\": 10\n", " }\n", " }\n", " ]\n", "}\"\"\".replace('\\n', '')\n", "im = omnisci_renderer.OmniSciBackendRenderer(connection_data, json.loads(vega2))\n", "display(im)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Requesting in Python\n", "\n", "Making the omnisci request in the browser has a major drawback, in that the image data is not\n", "easily available to the python kernel. Instead, we can make the request on the Python side:" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "application/vdom.v1+json": { "attributes": { "src": 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}, "children": [], "tagName": "img" }, "text/plain": [ "" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "connection_data = dict(\n", " user='mapd',\n", " password='HyperInteractive',\n", " host='vega-demo.mapd.com',\n", " port='9092',\n", " dbname='mapd',\n", " protocol='http'\n", ")\n", "con = pymapd.connect(**connection_data)\n", "omnisci_renderer.render_vega(con, vega1)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Questions:\n", "* Better ways to author vega? For instance, can we use Altair?\n", "* Is the browser-side or python-side approach better? Should we do a hybrid approach?\n", "* What vega schema is used by OmniSci? Is the \"sql\" data attribute a custom syntax?" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.6.6" } }, "nbformat": 4, "nbformat_minor": 2 }