{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# データの取得"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## APIからデータを取得\n",
"\n",
"pandasの利用例として、ヒストリカルデータを扱います。FTXのAPIから4本値を取得します。"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import json\n",
"from urllib import request\n",
"\n",
"import pandas as pd\n",
"import plotly.graph_objects as go"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"```python\n",
"url = \"https://ftx.com/api/markets/BTC-PERP/candles?resolution=300&start_time=1643641200&1643727600\"\n",
"\n",
"with request.urlopen(url) as res:\n",
" json_data = json.loads(res.read().decode())\n",
"```\n",
"\n",
"```{attention}\n",
"実際には上記のコードで取得しますが、ここでは取得済みのJSONファイルから読み込みます。\n",
"```"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"with open(\"ftx_btc-rerp_20220306-20220312.json\", \"r\") as f:\n",
" json_data = json.load(f)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## DataFrameの作成\n",
"\n",
"`DataFrame` クラスに辞書やリストを渡すと、DataFrameを生成します。"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"
\n",
"\n",
"
\n",
" \n",
" \n",
" | \n",
" startTime | \n",
" time | \n",
" open | \n",
" high | \n",
" low | \n",
" close | \n",
" volume | \n",
"
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" \n",
" \n",
" \n",
" 0 | \n",
" 2022-03-09T20:00:00+00:00 | \n",
" 1.646856e+12 | \n",
" 42229.0 | \n",
" 42271.0 | \n",
" 42228.0 | \n",
" 42254.0 | \n",
" 4.986935e+06 | \n",
"
\n",
" \n",
" 1 | \n",
" 2022-03-09T20:05:00+00:00 | \n",
" 1.646856e+12 | \n",
" 42254.0 | \n",
" 42357.0 | \n",
" 42246.0 | \n",
" 42253.0 | \n",
" 1.541197e+07 | \n",
"
\n",
" \n",
" 2 | \n",
" 2022-03-09T20:10:00+00:00 | \n",
" 1.646857e+12 | \n",
" 42253.0 | \n",
" 42318.0 | \n",
" 42123.0 | \n",
" 42146.0 | \n",
" 1.741020e+07 | \n",
"
\n",
" \n",
" 3 | \n",
" 2022-03-09T20:15:00+00:00 | \n",
" 1.646857e+12 | \n",
" 42147.0 | \n",
" 42183.0 | \n",
" 42080.0 | \n",
" 42089.0 | \n",
" 8.337687e+06 | \n",
"
\n",
" \n",
" 4 | \n",
" 2022-03-09T20:20:00+00:00 | \n",
" 1.646857e+12 | \n",
" 42089.0 | \n",
" 42190.0 | \n",
" 42089.0 | \n",
" 42110.0 | \n",
" 5.248858e+06 | \n",
"
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
" startTime time open high low \\\n",
"0 2022-03-09T20:00:00+00:00 1.646856e+12 42229.0 42271.0 42228.0 \n",
"1 2022-03-09T20:05:00+00:00 1.646856e+12 42254.0 42357.0 42246.0 \n",
"2 2022-03-09T20:10:00+00:00 1.646857e+12 42253.0 42318.0 42123.0 \n",
"3 2022-03-09T20:15:00+00:00 1.646857e+12 42147.0 42183.0 42080.0 \n",
"4 2022-03-09T20:20:00+00:00 1.646857e+12 42089.0 42190.0 42089.0 \n",
"\n",
" close volume \n",
"0 42254.0 4.986935e+06 \n",
"1 42253.0 1.541197e+07 \n",
"2 42146.0 1.741020e+07 \n",
"3 42089.0 8.337687e+06 \n",
"4 42110.0 5.248858e+06 "
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df = pd.DataFrame(json_data[\"result\"])\n",
"df.head()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## データ型\n",
"\n",
"`dtypes` 属性はDataFrameの各列のデータ型が格納されています。"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"startTime object\n",
"time float64\n",
"open float64\n",
"high float64\n",
"low float64\n",
"close float64\n",
"volume float64\n",
"dtype: object"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df.dtypes"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"`to_datetime` 関数はさまざまなオブジェクトをdatetime型に変換します。次のコードでは「startTime」列と「time」列をdatetime型に変換しています。"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"df.loc[:, \"startTime\"] = pd.to_datetime(df.loc[:, \"startTime\"])\n",
"df.loc[:, \"time\"] = pd.to_datetime(df.loc[:, \"time\"], unit=\"ms\")"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" | \n",
" startTime | \n",
" time | \n",
" open | \n",
" high | \n",
" low | \n",
" close | \n",
" volume | \n",
"
\n",
" \n",
" \n",
" \n",
" 0 | \n",
" 2022-03-09 20:00:00+00:00 | \n",
" 2022-03-09 20:00:00 | \n",
" 42229.0 | \n",
" 42271.0 | \n",
" 42228.0 | \n",
" 42254.0 | \n",
" 4.986935e+06 | \n",
"
\n",
" \n",
" 1 | \n",
" 2022-03-09 20:05:00+00:00 | \n",
" 2022-03-09 20:05:00 | \n",
" 42254.0 | \n",
" 42357.0 | \n",
" 42246.0 | \n",
" 42253.0 | \n",
" 1.541197e+07 | \n",
"
\n",
" \n",
" 2 | \n",
" 2022-03-09 20:10:00+00:00 | \n",
" 2022-03-09 20:10:00 | \n",
" 42253.0 | \n",
" 42318.0 | \n",
" 42123.0 | \n",
" 42146.0 | \n",
" 1.741020e+07 | \n",
"
\n",
" \n",
" 3 | \n",
" 2022-03-09 20:15:00+00:00 | \n",
" 2022-03-09 20:15:00 | \n",
" 42147.0 | \n",
" 42183.0 | \n",
" 42080.0 | \n",
" 42089.0 | \n",
" 8.337687e+06 | \n",
"
\n",
" \n",
" 4 | \n",
" 2022-03-09 20:20:00+00:00 | \n",
" 2022-03-09 20:20:00 | \n",
" 42089.0 | \n",
" 42190.0 | \n",
" 42089.0 | \n",
" 42110.0 | \n",
" 5.248858e+06 | \n",
"
\n",
" \n",
"
\n",
"
"
],
"text/plain": [
" startTime time open high low \\\n",
"0 2022-03-09 20:00:00+00:00 2022-03-09 20:00:00 42229.0 42271.0 42228.0 \n",
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"2 2022-03-09 20:10:00+00:00 2022-03-09 20:10:00 42253.0 42318.0 42123.0 \n",
"3 2022-03-09 20:15:00+00:00 2022-03-09 20:15:00 42147.0 42183.0 42080.0 \n",
"4 2022-03-09 20:20:00+00:00 2022-03-09 20:20:00 42089.0 42190.0 42089.0 \n",
"\n",
" close volume \n",
"0 42254.0 4.986935e+06 \n",
"1 42253.0 1.541197e+07 \n",
"2 42146.0 1.741020e+07 \n",
"3 42089.0 8.337687e+06 \n",
"4 42110.0 5.248858e+06 "
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df.head()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Plotlyによる可視化\n",
"\n",
"Plotlyはインタラクティブな可視化を簡素な記述で実装できるPythonパッケージです。pandasのDataFrameと相性がよく、次のコードのようにローソク足をかんたんに作成できます。"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
" \n",
" "
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"application/vnd.plotly.v1+json": {
"config": {
"plotlyServerURL": "https://plot.ly"
},
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",
"text/html": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig = go.Figure(\n",
" data=[\n",
" go.Candlestick(\n",
" x=df[\"startTime\"],\n",
" open=df[\"open\"],\n",
" high=df[\"high\"],\n",
" low=df[\"low\"],\n",
" close=df[\"close\"],\n",
" )\n",
" ]\n",
")\n",
"fig.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"あとで利用するために、pickle形式でデータを保存(直列化)します。"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [],
"source": [
"df.to_pickle(\"ftx_btc-rerp_20220306-20220312.pickle\", protocol=4)"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"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": "3.9.6"
},
"widgets": {
"application/vnd.jupyter.widget-state+json": {
"state": {},
"version_major": 2,
"version_minor": 0
}
}
},
"nbformat": 4,
"nbformat_minor": 4
}