{
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{
"cell_type": "code",
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{
"data": {
"text/plain": [
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":timing"
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{
"cell_type": "code",
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"metadata": {},
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{
"data": {
"text/plain": [
"Internals debugging: true"
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"metadata": {},
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"source": [
":internal_debug"
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{
"cell_type": "code",
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{
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{
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"metadata": {},
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"source": [
":dep csv = \"1.0\"\n",
":dep vega_lite_3 = { version = \"0.1.0\", features=[\"show_vega\"]}\n",
":dep serde = {version = \"1.0\", features = [\"derive\"]}\n",
":dep showata = \"0.1.0\"\n",
":dep failure = \"0.1.5\""
]
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{
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{
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"Took 2957ms"
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"execution_count": 5,
"metadata": {},
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],
"source": [
"//extern crate csv;\n",
"//extern crate vega_lite_3;\n",
"//extern crate serde;\n",
"//extern crate showata;\n",
"//extern crate failure;"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.vegalite.v3+json": {
"$schema": "https://vega.github.io/schema/vega-lite/v3.json",
"data": {
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{
"date": "Mar 1 2000",
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},
{
"date": "Apr 1 2000",
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"symbol": "MSFT"
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{
"date": "May 1 2000",
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{
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{
"date": "Jul 1 2000",
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"date": "Sep 1 2000",
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{
"date": "Oct 1 2000",
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{
"date": "Nov 1 2000",
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{
"date": "Dec 1 2000",
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{
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{
"date": "Feb 1 2001",
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{
"date": "Mar 1 2001",
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"date": "Nov 1 2003",
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},
{
"date": "Oct 1 2005",
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"symbol": "MSFT"
},
{
"date": "Nov 1 2005",
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"symbol": "MSFT"
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{
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"symbol": "MSFT"
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{
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"symbol": "MSFT"
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{
"date": "Dec 1 2006",
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},
{
"date": "Jan 1 2007",
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"symbol": "MSFT"
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"date": "Feb 1 2007",
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{
"date": "Mar 1 2007",
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},
{
"date": "Apr 1 2007",
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"symbol": "MSFT"
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{
"date": "May 1 2007",
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"symbol": "MSFT"
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{
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"symbol": "MSFT"
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{
"date": "Sep 1 2007",
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{
"date": "Oct 1 2007",
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"symbol": "MSFT"
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{
"date": "Nov 1 2007",
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"symbol": "MSFT"
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{
"date": "Dec 1 2007",
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"symbol": "MSFT"
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{
"date": "Jan 1 2008",
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"symbol": "MSFT"
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{
"date": "Feb 1 2008",
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"symbol": "MSFT"
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{
"date": "Mar 1 2008",
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"symbol": "MSFT"
},
{
"date": "Apr 1 2008",
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"symbol": "MSFT"
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{
"date": "May 1 2008",
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"symbol": "MSFT"
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{
"date": "Jun 1 2008",
"price": 26.47,
"symbol": "MSFT"
},
{
"date": "Jul 1 2008",
"price": 24.75,
"symbol": "MSFT"
},
{
"date": "Aug 1 2008",
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},
{
"date": "Sep 1 2008",
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"symbol": "MSFT"
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{
"date": "Oct 1 2008",
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"symbol": "MSFT"
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{
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{
"date": "Dec 1 2008",
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"symbol": "MSFT"
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{
"date": "Jan 1 2009",
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"symbol": "MSFT"
},
{
"date": "Feb 1 2009",
"price": 15.81,
"symbol": "MSFT"
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{
"date": "Mar 1 2009",
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"symbol": "MSFT"
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{
"date": "Apr 1 2009",
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"symbol": "MSFT"
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{
"date": "May 1 2009",
"price": 20.59,
"symbol": "MSFT"
},
{
"date": "Jun 1 2009",
"price": 23.42,
"symbol": "MSFT"
},
{
"date": "Jul 1 2009",
"price": 23.18,
"symbol": "MSFT"
},
{
"date": "Aug 1 2009",
"price": 24.43,
"symbol": "MSFT"
},
{
"date": "Sep 1 2009",
"price": 25.49,
"symbol": "MSFT"
},
{
"date": "Oct 1 2009",
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"symbol": "MSFT"
},
{
"date": "Nov 1 2009",
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"symbol": "MSFT"
},
{
"date": "Dec 1 2009",
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"symbol": "MSFT"
},
{
"date": "Jan 1 2010",
"price": 28.05,
"symbol": "MSFT"
},
{
"date": "Feb 1 2010",
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"symbol": "MSFT"
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{
"date": "Mar 1 2010",
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"symbol": "MSFT"
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"date": "Jan 1 2000",
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"symbol": "AMZN"
},
{
"date": "Feb 1 2000",
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"symbol": "AMZN"
},
{
"date": "Mar 1 2000",
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"symbol": "AMZN"
},
{
"date": "Apr 1 2000",
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"symbol": "AMZN"
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"symbol": "AMZN"
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"symbol": "AMZN"
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"symbol": "AMZN"
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"symbol": "AMZN"
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"symbol": "AMZN"
},
{
"date": "Nov 1 2000",
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},
{
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"symbol": "AMZN"
},
{
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"symbol": "AMZN"
},
{
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"symbol": "AMZN"
},
{
"date": "Mar 1 2001",
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"symbol": "AMZN"
},
{
"date": "Apr 1 2001",
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},
{
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},
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{
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},
{
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{
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},
{
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{
"date": "Feb 1 2002",
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"symbol": "AMZN"
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{
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{
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"symbol": "AMZN"
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"date": "Nov 1 2002",
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{
"date": "Dec 1 2002",
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"symbol": "AMZN"
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"date": "Dec 1 2003",
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"symbol": "AMZN"
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{
"date": "Jan 1 2004",
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"symbol": "AMZN"
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{
"date": "Feb 1 2004",
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{
"date": "Sep 1 2004",
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"symbol": "AMZN"
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{
"date": "Oct 1 2004",
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"symbol": "AMZN"
},
{
"date": "Nov 1 2004",
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"symbol": "AMZN"
},
{
"date": "Dec 1 2004",
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},
{
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},
{
"date": "Feb 1 2005",
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"symbol": "AMZN"
},
{
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},
{
"date": "Apr 1 2005",
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{
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"date": "Nov 1 2006",
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"price": 8.25,
"symbol": "AAPL"
},
{
"date": "Dec 1 2000",
"price": 7.44,
"symbol": "AAPL"
},
{
"date": "Jan 1 2001",
"price": 10.81,
"symbol": "AAPL"
},
{
"date": "Feb 1 2001",
"price": 9.12,
"symbol": "AAPL"
},
{
"date": "Mar 1 2001",
"price": 11.03,
"symbol": "AAPL"
},
{
"date": "Apr 1 2001",
"price": 12.74,
"symbol": "AAPL"
},
{
"date": "May 1 2001",
"price": 9.98,
"symbol": "AAPL"
},
{
"date": "Jun 1 2001",
"price": 11.62,
"symbol": "AAPL"
},
{
"date": "Jul 1 2001",
"price": 9.4,
"symbol": "AAPL"
},
{
"date": "Aug 1 2001",
"price": 9.27,
"symbol": "AAPL"
},
{
"date": "Sep 1 2001",
"price": 7.76,
"symbol": "AAPL"
},
{
"date": "Oct 1 2001",
"price": 8.78,
"symbol": "AAPL"
},
{
"date": "Nov 1 2001",
"price": 10.65,
"symbol": "AAPL"
},
{
"date": "Dec 1 2001",
"price": 10.95,
"symbol": "AAPL"
},
{
"date": "Jan 1 2002",
"price": 12.36,
"symbol": "AAPL"
},
{
"date": "Feb 1 2002",
"price": 10.85,
"symbol": "AAPL"
},
{
"date": "Mar 1 2002",
"price": 11.84,
"symbol": "AAPL"
},
{
"date": "Apr 1 2002",
"price": 12.14,
"symbol": "AAPL"
},
{
"date": "May 1 2002",
"price": 11.65,
"symbol": "AAPL"
},
{
"date": "Jun 1 2002",
"price": 8.86,
"symbol": "AAPL"
},
{
"date": "Jul 1 2002",
"price": 7.63,
"symbol": "AAPL"
},
{
"date": "Aug 1 2002",
"price": 7.38,
"symbol": "AAPL"
},
{
"date": "Sep 1 2002",
"price": 7.25,
"symbol": "AAPL"
},
{
"date": "Oct 1 2002",
"price": 8.03,
"symbol": "AAPL"
},
{
"date": "Nov 1 2002",
"price": 7.75,
"symbol": "AAPL"
},
{
"date": "Dec 1 2002",
"price": 7.16,
"symbol": "AAPL"
},
{
"date": "Jan 1 2003",
"price": 7.18,
"symbol": "AAPL"
},
{
"date": "Feb 1 2003",
"price": 7.51,
"symbol": "AAPL"
},
{
"date": "Mar 1 2003",
"price": 7.07,
"symbol": "AAPL"
},
{
"date": "Apr 1 2003",
"price": 7.11,
"symbol": "AAPL"
},
{
"date": "May 1 2003",
"price": 8.98,
"symbol": "AAPL"
},
{
"date": "Jun 1 2003",
"price": 9.53,
"symbol": "AAPL"
},
{
"date": "Jul 1 2003",
"price": 10.54,
"symbol": "AAPL"
},
{
"date": "Aug 1 2003",
"price": 11.31,
"symbol": "AAPL"
},
{
"date": "Sep 1 2003",
"price": 10.36,
"symbol": "AAPL"
},
{
"date": "Oct 1 2003",
"price": 11.44,
"symbol": "AAPL"
},
{
"date": "Nov 1 2003",
"price": 10.45,
"symbol": "AAPL"
},
{
"date": "Dec 1 2003",
"price": 10.69,
"symbol": "AAPL"
},
{
"date": "Jan 1 2004",
"price": 11.28,
"symbol": "AAPL"
},
{
"date": "Feb 1 2004",
"price": 11.96,
"symbol": "AAPL"
},
{
"date": "Mar 1 2004",
"price": 13.52,
"symbol": "AAPL"
},
{
"date": "Apr 1 2004",
"price": 12.89,
"symbol": "AAPL"
},
{
"date": "May 1 2004",
"price": 14.03,
"symbol": "AAPL"
},
{
"date": "Jun 1 2004",
"price": 16.27,
"symbol": "AAPL"
},
{
"date": "Jul 1 2004",
"price": 16.17,
"symbol": "AAPL"
},
{
"date": "Aug 1 2004",
"price": 17.25,
"symbol": "AAPL"
},
{
"date": "Sep 1 2004",
"price": 19.38,
"symbol": "AAPL"
},
{
"date": "Oct 1 2004",
"price": 26.2,
"symbol": "AAPL"
},
{
"date": "Nov 1 2004",
"price": 33.53,
"symbol": "AAPL"
},
{
"date": "Dec 1 2004",
"price": 32.2,
"symbol": "AAPL"
},
{
"date": "Jan 1 2005",
"price": 38.45,
"symbol": "AAPL"
},
{
"date": "Feb 1 2005",
"price": 44.86,
"symbol": "AAPL"
},
{
"date": "Mar 1 2005",
"price": 41.67,
"symbol": "AAPL"
},
{
"date": "Apr 1 2005",
"price": 36.06,
"symbol": "AAPL"
},
{
"date": "May 1 2005",
"price": 39.76,
"symbol": "AAPL"
},
{
"date": "Jun 1 2005",
"price": 36.81,
"symbol": "AAPL"
},
{
"date": "Jul 1 2005",
"price": 42.65,
"symbol": "AAPL"
},
{
"date": "Aug 1 2005",
"price": 46.89,
"symbol": "AAPL"
},
{
"date": "Sep 1 2005",
"price": 53.61,
"symbol": "AAPL"
},
{
"date": "Oct 1 2005",
"price": 57.59,
"symbol": "AAPL"
},
{
"date": "Nov 1 2005",
"price": 67.82,
"symbol": "AAPL"
},
{
"date": "Dec 1 2005",
"price": 71.89,
"symbol": "AAPL"
},
{
"date": "Jan 1 2006",
"price": 75.51,
"symbol": "AAPL"
},
{
"date": "Feb 1 2006",
"price": 68.49,
"symbol": "AAPL"
},
{
"date": "Mar 1 2006",
"price": 62.72,
"symbol": "AAPL"
},
{
"date": "Apr 1 2006",
"price": 70.39,
"symbol": "AAPL"
},
{
"date": "May 1 2006",
"price": 59.77,
"symbol": "AAPL"
},
{
"date": "Jun 1 2006",
"price": 57.27,
"symbol": "AAPL"
},
{
"date": "Jul 1 2006",
"price": 67.96,
"symbol": "AAPL"
},
{
"date": "Aug 1 2006",
"price": 67.85,
"symbol": "AAPL"
},
{
"date": "Sep 1 2006",
"price": 76.98,
"symbol": "AAPL"
},
{
"date": "Oct 1 2006",
"price": 81.08,
"symbol": "AAPL"
},
{
"date": "Nov 1 2006",
"price": 91.66,
"symbol": "AAPL"
},
{
"date": "Dec 1 2006",
"price": 84.84,
"symbol": "AAPL"
},
{
"date": "Jan 1 2007",
"price": 85.73,
"symbol": "AAPL"
},
{
"date": "Feb 1 2007",
"price": 84.61,
"symbol": "AAPL"
},
{
"date": "Mar 1 2007",
"price": 92.91,
"symbol": "AAPL"
},
{
"date": "Apr 1 2007",
"price": 99.8,
"symbol": "AAPL"
},
{
"date": "May 1 2007",
"price": 121.19,
"symbol": "AAPL"
},
{
"date": "Jun 1 2007",
"price": 122.04,
"symbol": "AAPL"
},
{
"date": "Jul 1 2007",
"price": 131.76,
"symbol": "AAPL"
},
{
"date": "Aug 1 2007",
"price": 138.48,
"symbol": "AAPL"
},
{
"date": "Sep 1 2007",
"price": 153.47,
"symbol": "AAPL"
},
{
"date": "Oct 1 2007",
"price": 189.95,
"symbol": "AAPL"
},
{
"date": "Nov 1 2007",
"price": 182.22,
"symbol": "AAPL"
},
{
"date": "Dec 1 2007",
"price": 198.08,
"symbol": "AAPL"
},
{
"date": "Jan 1 2008",
"price": 135.36,
"symbol": "AAPL"
},
{
"date": "Feb 1 2008",
"price": 125.02,
"symbol": "AAPL"
},
{
"date": "Mar 1 2008",
"price": 143.5,
"symbol": "AAPL"
},
{
"date": "Apr 1 2008",
"price": 173.95,
"symbol": "AAPL"
},
{
"date": "May 1 2008",
"price": 188.75,
"symbol": "AAPL"
},
{
"date": "Jun 1 2008",
"price": 167.44,
"symbol": "AAPL"
},
{
"date": "Jul 1 2008",
"price": 158.95,
"symbol": "AAPL"
},
{
"date": "Aug 1 2008",
"price": 169.53,
"symbol": "AAPL"
},
{
"date": "Sep 1 2008",
"price": 113.66,
"symbol": "AAPL"
},
{
"date": "Oct 1 2008",
"price": 107.59,
"symbol": "AAPL"
},
{
"date": "Nov 1 2008",
"price": 92.67,
"symbol": "AAPL"
},
{
"date": "Dec 1 2008",
"price": 85.35,
"symbol": "AAPL"
},
{
"date": "Jan 1 2009",
"price": 90.13,
"symbol": "AAPL"
},
{
"date": "Feb 1 2009",
"price": 89.31,
"symbol": "AAPL"
},
{
"date": "Mar 1 2009",
"price": 105.12,
"symbol": "AAPL"
},
{
"date": "Apr 1 2009",
"price": 125.83,
"symbol": "AAPL"
},
{
"date": "May 1 2009",
"price": 135.81,
"symbol": "AAPL"
},
{
"date": "Jun 1 2009",
"price": 142.43,
"symbol": "AAPL"
},
{
"date": "Jul 1 2009",
"price": 163.39,
"symbol": "AAPL"
},
{
"date": "Aug 1 2009",
"price": 168.21,
"symbol": "AAPL"
},
{
"date": "Sep 1 2009",
"price": 185.35,
"symbol": "AAPL"
},
{
"date": "Oct 1 2009",
"price": 188.5,
"symbol": "AAPL"
},
{
"date": "Nov 1 2009",
"price": 199.91,
"symbol": "AAPL"
},
{
"date": "Dec 1 2009",
"price": 210.73,
"symbol": "AAPL"
},
{
"date": "Jan 1 2010",
"price": 192.06,
"symbol": "AAPL"
},
{
"date": "Feb 1 2010",
"price": 204.62,
"symbol": "AAPL"
},
{
"date": "Mar 1 2010",
"price": 223.02,
"symbol": "AAPL"
}
]
},
"description": "Google's stock price over time.",
"encoding": {
"x": {
"field": "date",
"type": "temporal"
},
"y": {
"field": "price",
"type": "quantitative"
}
},
"mark": "line",
"title": "Stock price",
"transform": [
{
"filter": "datum.symbol==='GOOG'"
}
]
},
"text/plain": [
"Ok(())"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"text/html": [
"Took 18306ms"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"use vega_lite_3::*;\n",
"use showata::Showable;\n",
"use csv;\n",
"use std::path::Path;\n",
"use serde::{Serialize, Deserialize};\n",
"use failure;\n",
"\n",
"\n",
"#[derive(Serialize, Deserialize)]\n",
"pub struct Item {\n",
" pub symbol: String,\n",
" pub date: String,\n",
" pub price: f64,\n",
"}\n",
"\n",
"macro_rules! build{\n",
" ($s:expr ) => {\n",
" $s.build().map_err(|s| failure::format_err!(\"{}\", s)).unwrap()\n",
" };\n",
"}\n",
"\n",
"let mut rdr = csv::Reader::from_path(Path::new(\"res/data/stocks.csv\")).unwrap();\n",
"let values = rdr.deserialize().into_iter().collect::, csv::Error>>().unwrap();\n",
"let chart = build!(VegaliteBuilder::default()\n",
" .title(\"Stock price\")\n",
" // .width(400.0)\n",
" // .height(200.0)\n",
" // .padding(Some(Padding::Double(5.0)))\n",
" .description(\"Google's stock price over time.\")\n",
" .data(&values)\n",
" .transform(vec![\n",
" build!(TransformBuilder::default().filter(\n",
" \"datum.symbol==='GOOG'\"\n",
" ))\n",
" ])\n",
" .mark(Mark::Line)\n",
" .encoding(build!(EncodingBuilder::default()\n",
" .x(build!(XClassBuilder::default().field(\"date\").def_type(StandardType::Temporal)))\n",
" .y(build!(YClassBuilder::default().field(\"price\").def_type(StandardType::Quantitative)))\n",
" ))\n",
");\n",
"chart.show()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Rust",
"language": "rust",
"name": "rust"
},
"language_info": {
"codemirror_mode": "rust",
"file_extension": ".rs",
"mimetype": "text/rust",
"name": "Rust",
"pygment_lexer": "rust",
"version": ""
}
},
"nbformat": 4,
"nbformat_minor": 2
}