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v2realbot/v2realbot/static/js/vbt/api/data/custom/csv/index.html
David Brazda 671bc20586 new version vbt
2024-06-20 22:13:43 +02:00

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href=../../../base/merging/index.html class=md-nav__link> <span class=md-ellipsis> merging </span> </a> </li> <li class=md-nav__item> <a href=../../../base/preparing/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M18 4V3a1 1 0 0 0-1-1H5a1 1 0 0 0-1 1v4a1 1 0 0 0 1 1h12a1 1 0 0 0 1-1V6h1v4H9v11a1 1 0 0 0 1 1h2a1 1 0 0 0 1-1v-9h8V4h-3Z"/></svg> <span class=md-ellipsis> preparing </span> </a> </li> <li class=md-nav__item> <a href=../../../base/reshaping/index.html class=md-nav__link> <span class=md-ellipsis> reshaping </span> </a> </li> <li class=md-nav__item> <a href=../../../base/wrapping/index.html class=md-nav__link> <span class=md-ellipsis> wrapping </span> </a> </li> <li class="md-nav__item md-nav__item--pruned md-nav__item--nested"> <a href=../../../base/grouping/index.html class=md-nav__link> <span class=md-ellipsis> grouping </span> <span class="md-nav__icon md-icon"></span> </a> </li> <li class="md-nav__item md-nav__item--pruned 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4-8 4s-8-1.79-8-4m0 5v3c0 2.21 3.58 4 8 4s8-1.79 8-4v-3c0 2.21-3.58 4-8 4s-8-1.79-8-4Z"/></svg> <span class=md-ellipsis> data </span> </a> </li> <li class=md-nav__item> <a href=../../base/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M2 3v6h2.95l2 6H6v6h6v-4.59L17.41 11H22V5h-6v4.57L10.59 15H9.06l-2-6H8V3M4 5h2v2H4m14 0h2v2h-2M8 17h2v2H8Z"/></svg> <span class=md-ellipsis> base </span> </a> </li> <li class=md-nav__item> <a href=../../decorators/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M2 3v6h2.95l2 6H6v6h6v-4.59L17.41 11H22V5h-6v4.57L10.59 15H9.06l-2-6H8V3H2m2 2h2v2H4V5m14 2h2v2h-2V7m0 8v3h-3v2h3v3h2v-3h3v-2h-3v-3h-2M8 17h2v2H8v-2Z"/></svg> <span class=md-ellipsis> decorators </span> </a> </li> <li class=md-nav__item> <a href=../../nb/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="m6 20 4.16-12.09L9.34 6H8V4h2c.42 0 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</a> </li> <li class="md-nav__item md-nav__item--active md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_5_6_7 checked> <label class=md-nav__link for=__nav_5_6_7 id=__nav_5_6_7_label tabindex=0> <span class=md-ellipsis> custom </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=3 aria-labelledby=__nav_5_6_7_label aria-expanded=true> <label class=md-nav__title for=__nav_5_6_7> <span class="md-nav__icon md-icon"></span> custom </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=../index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M18 11h-3v3h-2v-3h-3V9h3V6h2v3h3m2-5v12H8V4h12m0-2H8c-1.1 0-2 .9-2 2v12a2 2 0 0 0 2 2h12c1.11 0 2-.89 2-2V4a2 2 0 0 0-2-2M4 6H2v14a2 2 0 0 0 2 2h14v-2H4V6Z"/></svg> <span class=md-ellipsis> custom </span> </a> </li> <li class=md-nav__item> <a href=../alpaca/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M19 19V5H5v14h14m0-16a2 2 0 0 1 2 2v14a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2V5a2 2 0 0 1 2-2h14m-8 4h2v4h4v2h-4v4h-2v-4H7v-2h4V7Z"/></svg> <span class=md-ellipsis> alpaca </span> </a> </li> <li class=md-nav__item> <a href=../av/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M19 19V5H5v14h14m0-16a2 2 0 0 1 2 2v14a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2V5a2 2 0 0 1 2-2h14m-8 4h2v4h4v2h-4v4h-2v-4H7v-2h4V7Z"/></svg> <span class=md-ellipsis> av </span> </a> </li> <li class=md-nav__item> <a href=../bento/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M19 19V5H5v14h14m0-16a2 2 0 0 1 2 2v14a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2V5a2 2 0 0 1 2-2h14m-8 4h2v4h4v2h-4v4h-2v-4H7v-2h4V7Z"/></svg> <span class=md-ellipsis> bento </span> </a> </li> <li class=md-nav__item> <a href=../binance/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M19 19V5H5v14h14m0-16a2 2 0 0 1 2 2v14a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2V5a2 2 0 0 1 2-2h14m-8 4h2v4h4v2h-4v4h-2v-4H7v-2h4V7Z"/></svg> <span class=md-ellipsis> binance </span> </a> </li> <li class=md-nav__item> <a href=../ccxt/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M19 19V5H5v14h14m0-16a2 2 0 0 1 2 2v14a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2V5a2 2 0 0 1 2-2h14m-8 4h2v4h4v2h-4v4h-2v-4H7v-2h4V7Z"/></svg> <span class=md-ellipsis> ccxt </span> </a> </li> <li class="md-nav__item md-nav__item--active"> <input class="md-nav__toggle md-toggle" type=checkbox id=__toc> <label class="md-nav__link md-nav__link--active" for=__toc> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M19 19V5H5v14h14m0-16a2 2 0 0 1 2 2v14a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2V5a2 2 0 0 1 2-2h14m-8 4h2v4h4v2h-4v4h-2v-4H7v-2h4V7Z"/></svg> <span class=md-ellipsis> csv </span> <span class="md-nav__icon md-icon"></span> </label> <a href=index.html class="md-nav__link md-nav__link--active"> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M19 19V5H5v14h14m0-16a2 2 0 0 1 2 2v14a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2V5a2 2 0 0 1 2-2h14m-8 4h2v4h4v2h-4v4h-2v-4H7v-2h4V7Z"/></svg> <span class=md-ellipsis> csv </span> </a> <nav class="md-nav md-nav--secondary" aria-label="Table of contents"> <label class=md-nav__title for=__toc> <span class="md-nav__icon md-icon"></span> Table of contents </label> <ul class=md-nav__list data-md-component=toc data-md-scrollfix> <li class=md-nav__item> <a href=#vectorbtpro.data.custom.csv.CSVData class=md-nav__link> <span class=md-ellipsis> CSVData() </span> </a> <nav class=md-nav aria-label=CSVData()> <ul class=md-nav__list> <li class=md-nav__item> <a href=#vectorbtpro.data.custom.csv.CSVData.fetch_feature class=md-nav__link> <span class=md-ellipsis> fetch_feature() </span> </a> </li> <li class=md-nav__item> <a href=#vectorbtpro.data.custom.csv.CSVData.fetch_key class=md-nav__link> <span class=md-ellipsis> fetch_key() </span> </a> </li> <li class=md-nav__item> <a href=#vectorbtpro.data.custom.csv.CSVData.fetch_symbol class=md-nav__link> <span class=md-ellipsis> fetch_symbol() </span> </a> </li> <li class=md-nav__item> <a href=#vectorbtpro.data.custom.csv.CSVData.is_csv_file class=md-nav__link> <span class=md-ellipsis> is_csv_file() </span> </a> </li> <li class=md-nav__item> <a href=#vectorbtpro.data.custom.csv.CSVData.update_feature class=md-nav__link> <span class=md-ellipsis> update_feature() </span> </a> </li> <li class=md-nav__item> <a href=#vectorbtpro.data.custom.csv.CSVData.update_key class=md-nav__link> <span class=md-ellipsis> update_key() </span> </a> </li> <li class=md-nav__item> <a href=#vectorbtpro.data.custom.csv.CSVData.update_symbol class=md-nav__link> <span class=md-ellipsis> update_symbol() </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> <li class=md-nav__item> <a href=../custom/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M19 19V5H5v14h14m0-16a2 2 0 0 1 2 2v14a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2V5a2 2 0 0 1 2-2h14m-8 4h2v4h4v2h-4v4h-2v-4H7v-2h4V7Z"/></svg> <span class=md-ellipsis> custom </span> </a> </li> <li class=md-nav__item> <a href=../db/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M19 19V5H5v14h14m0-16a2 2 0 0 1 2 2v14a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2V5a2 2 0 0 1 2-2h14m-8 4h2v4h4v2h-4v4h-2v-4H7v-2h4V7Z"/></svg> <span class=md-ellipsis> db </span> </a> </li> <li class=md-nav__item> <a href=../duckdb/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M19 19V5H5v14h14m0-16a2 2 0 0 1 2 2v14a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2V5a2 2 0 0 1 2-2h14m-8 4h2v4h4v2h-4v4h-2v-4H7v-2h4V7Z"/></svg> <span class=md-ellipsis> duckdb </span> </a> </li> <li class=md-nav__item> <a href=../feather/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M19 19V5H5v14h14m0-16a2 2 0 0 1 2 2v14a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2V5a2 2 0 0 1 2-2h14m-8 4h2v4h4v2h-4v4h-2v-4H7v-2h4V7Z"/></svg> <span class=md-ellipsis> feather </span> </a> </li> <li class=md-nav__item> <a href=../file/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M19 19V5H5v14h14m0-16a2 2 0 0 1 2 2v14a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2V5a2 2 0 0 1 2-2h14m-8 4h2v4h4v2h-4v4h-2v-4H7v-2h4V7Z"/></svg> <span class=md-ellipsis> file </span> </a> </li> <li class=md-nav__item> <a href=../gbm/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M19 19V5H5v14h14m0-16a2 2 0 0 1 2 2v14a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2V5a2 2 0 0 1 2-2h14m-8 4h2v4h4v2h-4v4h-2v-4H7v-2h4V7Z"/></svg> <span class=md-ellipsis> gbm </span> </a> </li> <li class=md-nav__item> <a href=../gbm_ohlc/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M19 19V5H5v14h14m0-16a2 2 0 0 1 2 2v14a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2V5a2 2 0 0 1 2-2h14m-8 4h2v4h4v2h-4v4h-2v-4H7v-2h4V7Z"/></svg> <span class=md-ellipsis> gbm_ohlc </span> </a> </li> <li class=md-nav__item> <a href=../hdf/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M19 19V5H5v14h14m0-16a2 2 0 0 1 2 2v14a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2V5a2 2 0 0 1 2-2h14m-8 4h2v4h4v2h-4v4h-2v-4H7v-2h4V7Z"/></svg> <span class=md-ellipsis> hdf </span> </a> </li> <li class=md-nav__item> <a href=../local/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M19 19V5H5v14h14m0-16a2 2 0 0 1 2 2v14a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2V5a2 2 0 0 1 2-2h14m-8 4h2v4h4v2h-4v4h-2v-4H7v-2h4V7Z"/></svg> <span class=md-ellipsis> local </span> </a> </li> <li class=md-nav__item> <a href=../ndl/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M19 19V5H5v14h14m0-16a2 2 0 0 1 2 2v14a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2V5a2 2 0 0 1 2-2h14m-8 4h2v4h4v2h-4v4h-2v-4H7v-2h4V7Z"/></svg> <span class=md-ellipsis> ndl </span> </a> </li> <li class=md-nav__item> <a href=../parquet/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M19 19V5H5v14h14m0-16a2 2 0 0 1 2 2v14a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2V5a2 2 0 0 1 2-2h14m-8 4h2v4h4v2h-4v4h-2v-4H7v-2h4V7Z"/></svg> <span class=md-ellipsis> parquet </span> </a> </li> <li class=md-nav__item> <a href=../polygon/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M19 19V5H5v14h14m0-16a2 2 0 0 1 2 2v14a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2V5a2 2 0 0 1 2-2h14m-8 4h2v4h4v2h-4v4h-2v-4H7v-2h4V7Z"/></svg> <span class=md-ellipsis> polygon </span> </a> </li> <li class=md-nav__item> <a href=../random/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M19 19V5H5v14h14m0-16a2 2 0 0 1 2 2v14a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2V5a2 2 0 0 1 2-2h14m-8 4h2v4h4v2h-4v4h-2v-4H7v-2h4V7Z"/></svg> <span class=md-ellipsis> random </span> </a> </li> <li class=md-nav__item> <a href=../random_ohlc/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M19 19V5H5v14h14m0-16a2 2 0 0 1 2 2v14a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2V5a2 2 0 0 1 2-2h14m-8 4h2v4h4v2h-4v4h-2v-4H7v-2h4V7Z"/></svg> <span class=md-ellipsis> random_ohlc </span> </a> </li> <li class=md-nav__item> <a href=../remote/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M19 19V5H5v14h14m0-16a2 2 0 0 1 2 2v14a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2V5a2 2 0 0 1 2-2h14m-8 4h2v4h4v2h-4v4h-2v-4H7v-2h4V7Z"/></svg> <span class=md-ellipsis> remote </span> </a> </li> <li class=md-nav__item> <a href=../sql/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M19 19V5H5v14h14m0-16a2 2 0 0 1 2 2v14a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2V5a2 2 0 0 1 2-2h14m-8 4h2v4h4v2h-4v4h-2v-4H7v-2h4V7Z"/></svg> <span class=md-ellipsis> sql </span> </a> </li> <li class=md-nav__item> <a href=../synthetic/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M19 19V5H5v14h14m0-16a2 2 0 0 1 2 2v14a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2V5a2 2 0 0 1 2-2h14m-8 4h2v4h4v2h-4v4h-2v-4H7v-2h4V7Z"/></svg> <span class=md-ellipsis> synthetic </span> </a> </li> <li class=md-nav__item> <a href=../tv/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M19 19V5H5v14h14m0-16a2 2 0 0 1 2 2v14a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2V5a2 2 0 0 1 2-2h14m-8 4h2v4h4v2h-4v4h-2v-4H7v-2h4V7Z"/></svg> <span class=md-ellipsis> tv </span> </a> </li> <li class=md-nav__item> <a href=../yf/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M19 19V5H5v14h14m0-16a2 2 0 0 1 2 2v14a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2V5a2 2 0 0 1 2-2h14m-8 4h2v4h4v2h-4v4h-2v-4H7v-2h4V7Z"/></svg> <span class=md-ellipsis> yf </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_5_7> <label class=md-nav__link for=__nav_5_7 id=__nav_5_7_label tabindex> <span class=md-ellipsis> generic </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_5_7_label aria-expanded=false> <label class=md-nav__title for=__nav_5_7> <span class="md-nav__icon md-icon"></span> generic </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=../../../generic/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M2 2h4v2H4v16h2v2H2V2m18 2h-2V2h4v20h-4v-2h2V4M9 5h1v5h1v1H8v-1h1V6l-1 .5v-1L9 5m6 8h1v5h1v1h-3v-1h1v-4l-1 .5v-1l1-.5m-6 0c1.1 0 2 1.34 2 3s-.9 3-2 3-2-1.34-2-3 .9-3 2-3m0 1c-.55 0-1 .9-1 2s.45 2 1 2 1-.9 1-2-.45-2-1-2m6-9c1.1 0 2 1.34 2 3s-.9 3-2 3-2-1.34-2-3 .9-3 2-3m0 1c-.55 0-1 .9-1 2s.45 2 1 2 1-.9 1-2-.45-2-1-2Z"/></svg> <span class=md-ellipsis> generic </span> </a> </li> <li class=md-nav__item> <a href=../../../generic/accessors/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M11 5H8l4-4 4 4h-3v4.43c-.75.46-1.42 1.03-2 1.69V5m11 6-4-4v3a6.747 6.747 0 0 0-7 6.17A3.006 3.006 0 0 0 9.17 20 3.006 3.006 0 0 0 13 21.83 3.01 3.01 0 0 0 14.83 18c-.3-.86-.98-1.53-1.83-1.83.47-4 4.47-4.2 4.95-4.2v3L22 11m-11.37.59A7.632 7.632 0 0 0 6 10V7l-4 4 4 4v-3c1.34.03 2.63.5 3.64 1.4.25-.64.58-1.25.99-1.81Z"/></svg> <span class=md-ellipsis> accessors </span> </a> </li> <li class=md-nav__item> <a href=../../../generic/analyzable/index.html class=md-nav__link> <span class=md-ellipsis> analyzable </span> </a> </li> <li class=md-nav__item> <a href=../../../generic/decorators/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M2 3v6h2.95l2 6H6v6h6v-4.59L17.41 11H22V5h-6v4.57L10.59 15H9.06l-2-6H8V3H2m2 2h2v2H4V5m14 2h2v2h-2V7m0 8v3h-3v2h3v3h2v-3h3v-2h-3v-3h-2M8 17h2v2H8v-2Z"/></svg> <span class=md-ellipsis> decorators </span> </a> </li> <li class=md-nav__item> <a href=../../../generic/drawdowns/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M8 2h8a2 2 0 0 1 2 2v16a2 2 0 0 1-2 2H8a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2m0 8v4h8v-4H8m0 6v4h8v-4H8M8 4v4h8V4H8Z"/></svg> <span class=md-ellipsis> drawdowns </span> </a> </li> <li class=md-nav__item> <a href=../../../generic/enums/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M5 3h2v2H5v5a2 2 0 0 1-2 2 2 2 0 0 1 2 2v5h2v2H5c-1.07-.27-2-.9-2-2v-4a2 2 0 0 0-2-2H0v-2h1a2 2 0 0 0 2-2V5a2 2 0 0 1 2-2m14 0a2 2 0 0 1 2 2v4a2 2 0 0 0 2 2h1v2h-1a2 2 0 0 0-2 2v4a2 2 0 0 1-2 2h-2v-2h2v-5a2 2 0 0 1 2-2 2 2 0 0 1-2-2V5h-2V3h2m-7 12a1 1 0 0 1 1 1 1 1 0 0 1-1 1 1 1 0 0 1-1-1 1 1 0 0 1 1-1m-4 0a1 1 0 0 1 1 1 1 1 0 0 1-1 1 1 1 0 0 1-1-1 1 1 0 0 1 1-1m8 0a1 1 0 0 1 1 1 1 1 0 0 1-1 1 1 1 0 0 1-1-1 1 1 0 0 1 1-1Z"/></svg> <span class=md-ellipsis> enums </span> </a> </li> <li class=md-nav__item> <a href=../../../generic/plots_builder/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M13.04 19.61a2.682 2.682 0 0 0-2.54-1.81c-1.5 0-2.7 1.2-2.7 2.7V22H4a2 2 0 0 1-2-2v-3.8h1.5c1.5 0 2.7-1.2 2.7-2.7S5 10.8 3.5 10.8H2V7c0-1.1.9-2 2-2h4V3.5a2.5 2.5 0 0 1 5 0V5h4a2 2 0 0 1 2 2v4h1.5a2.5 2.5 0 0 1 2.5 2.5c0 .32-.06.62-.17.89A5.991 5.991 0 0 0 19 13c-3.31 0-6 2.69-6 6 0 .2 0 .41.04.61M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3h-2Z"/></svg> <span class=md-ellipsis> plots_builder </span> </a> </li> <li class=md-nav__item> <a href=../../../generic/plotting/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M7.2 11.2c1.77 0 3.2 1.43 3.2 3.2 0 1.77-1.43 3.2-3.2 3.2-1.77 0-3.2-1.43-3.2-3.2 0-1.77 1.43-3.2 3.2-3.2m7.6 4.8a2 2 0 0 1 2 2 2 2 0 0 1-2 2 2 2 0 0 1-2-2 2 2 0 0 1 2-2m.4-12A4.8 4.8 0 0 1 20 8.8c0 2.65-2.15 4.8-4.8 4.8a4.8 4.8 0 0 1-4.8-4.8c0-2.65 2.15-4.8 4.8-4.8Z"/></svg> <span class=md-ellipsis> plotting </span> </a> </li> <li class=md-nav__item> <a href=../../../generic/price_records/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M8 2h8a2 2 0 0 1 2 2v16a2 2 0 0 1-2 2H8a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2m0 8v4h8v-4H8m0 6v4h8v-4H8M8 4v4h8V4H8Z"/></svg> <span class=md-ellipsis> price_records </span> </a> </li> <li class=md-nav__item> <a href=../../../generic/ranges/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M8 2h8a2 2 0 0 1 2 2v16a2 2 0 0 1-2 2H8a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2m0 8v4h8v-4H8m0 6v4h8v-4H8M8 4v4h8V4H8Z"/></svg> <span class=md-ellipsis> ranges </span> </a> </li> <li class=md-nav__item> <a href=../../../generic/stats_builder/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M13.04 19.61a2.682 2.682 0 0 0-2.54-1.81c-1.5 0-2.7 1.2-2.7 2.7V22H4a2 2 0 0 1-2-2v-3.8h1.5c1.5 0 2.7-1.2 2.7-2.7S5 10.8 3.5 10.8H2V7c0-1.1.9-2 2-2h4V3.5a2.5 2.5 0 0 1 5 0V5h4a2 2 0 0 1 2 2v4h1.5a2.5 2.5 0 0 1 2.5 2.5c0 .32-.06.62-.17.89A5.991 5.991 0 0 0 19 13c-3.31 0-6 2.69-6 6 0 .2 0 .41.04.61M18 15v3h-3v2h3v3h2v-3h3v-2h-3v-3h-2Z"/></svg> <span class=md-ellipsis> stats_builder </span> </a> </li> <li class=md-nav__item> <a href=../../../generic/sim_range/index.html class=md-nav__link> <span class=md-ellipsis> sim_range </span> </a> </li> <li class="md-nav__item md-nav__item--pruned md-nav__item--nested"> <a href=../../../generic/nb/index.html class=md-nav__link> <span class=md-ellipsis> nb </span> <span class="md-nav__icon md-icon"></span> </a> </li> <li class="md-nav__item md-nav__item--pruned md-nav__item--nested"> <a href=../../../generic/splitting/index.html class=md-nav__link> <span class=md-ellipsis> splitting </span> <span class="md-nav__icon md-icon"></span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_5_8> <label class=md-nav__link for=__nav_5_8 id=__nav_5_8_label tabindex> <span class=md-ellipsis> indicators </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_5_8_label aria-expanded=false> <label class=md-nav__title for=__nav_5_8> <span class="md-nav__icon md-icon"></span> indicators </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=../../../indicators/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="m3 14 .5.07L8.07 9.5a1.95 1.95 0 0 1 .52-1.91c.78-.79 2.04-.79 2.82 0 .53.52.7 1.26.52 1.91l2.57 2.57.5-.07c.18 0 .35 0 .5.07l3.57-3.57C19 8.35 19 8.18 19 8a2 2 0 0 1 2-2 2 2 0 0 1 2 2 2 2 0 0 1-2 2c-.18 0-.35 0-.5-.07l-3.57 3.57c.07.15.07.32.07.5a2 2 0 0 1-2 2 2 2 0 0 1-2-2l.07-.5-2.57-2.57c-.32.07-.68.07-1 0L4.93 15.5 5 16a2 2 0 0 1-2 2 2 2 0 0 1-2-2 2 2 0 0 1 2-2Z"/></svg> <span class=md-ellipsis> indicators </span> </a> </li> <li class=md-nav__item> <a href=../../../indicators/configs/index.html class=md-nav__link> <span class=md-ellipsis> configs </span> </a> </li> <li class=md-nav__item> <a href=../../../indicators/enums/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M5 3h2v2H5v5a2 2 0 0 1-2 2 2 2 0 0 1 2 2v5h2v2H5c-1.07-.27-2-.9-2-2v-4a2 2 0 0 0-2-2H0v-2h1a2 2 0 0 0 2-2V5a2 2 0 0 1 2-2m14 0a2 2 0 0 1 2 2v4a2 2 0 0 0 2 2h1v2h-1a2 2 0 0 0-2 2v4a2 2 0 0 1-2 2h-2v-2h2v-5a2 2 0 0 1 2-2 2 2 0 0 1-2-2V5h-2V3h2m-7 12a1 1 0 0 1 1 1 1 1 0 0 1-1 1 1 1 0 0 1-1-1 1 1 0 0 1 1-1m-4 0a1 1 0 0 1 1 1 1 1 0 0 1-1 1 1 1 0 0 1-1-1 1 1 0 0 1 1-1m8 0a1 1 0 0 1 1 1 1 1 0 0 1-1 1 1 1 0 0 1-1-1 1 1 0 0 1 1-1Z"/></svg> <span class=md-ellipsis> enums </span> </a> </li> <li class=md-nav__item> <a href=../../../indicators/expr/index.html class=md-nav__link> <span class=md-ellipsis> expr </span> </a> </li> <li class=md-nav__item> <a href=../../../indicators/factory/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M4 18v2h4v-2H4m0-4v2h10v-2H4m6 4v2h4v-2h-4m6-4v2h4v-2h-4m0 4v2h4v-2h-4M2 22V8l5 4V8l5 4V8l5 4 1-10h3l1 10v10H2Z"/></svg> <span class=md-ellipsis> factory </span> </a> </li> <li class=md-nav__item> <a href=../../../indicators/nb/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="m6 20 4.16-12.09L9.34 6H8V4h2c.42 0 .78.26.93.63L16.66 18H18v2h-2c-.43 0-.79-.27-.93-.64l-3.74-8.71L8.12 20H6Z"/></svg> <span class=md-ellipsis> nb </span> </a> </li> <li class=md-nav__item> <a href=../../../indicators/talib_/index.html class=md-nav__link> <span class=md-ellipsis> talib_ </span> </a> </li> <li class="md-nav__item md-nav__item--pruned md-nav__item--nested"> <a href=../../../indicators/custom/index.html class=md-nav__link> <span class=md-ellipsis> custom </span> <span class="md-nav__icon md-icon"></span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_5_9> <label class=md-nav__link for=__nav_5_9 id=__nav_5_9_label tabindex> <span class=md-ellipsis> labels </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_5_9_label aria-expanded=false> <label class=md-nav__title for=__nav_5_9> <span class="md-nav__icon md-icon"></span> labels </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=../../../labels/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M4 18h9l-2 2H4c-.5 0-1.03-.21-1.41-.59C2.21 19.03 2 18.5 2 18V8h2v10M17.63 4.84C17.27 4.33 16.67 4 16 4H8c-1.1 0-2 .9-2 2v8c0 1.1.9 2 2 2h8c.67 0 1.27-.34 1.63-.85L22 10l-4.37-5.16M16 14H8V6h8l3.55 4Z"/></svg> <span class=md-ellipsis> labels </span> </a> </li> <li class=md-nav__item> <a href=../../../labels/enums/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M5 3h2v2H5v5a2 2 0 0 1-2 2 2 2 0 0 1 2 2v5h2v2H5c-1.07-.27-2-.9-2-2v-4a2 2 0 0 0-2-2H0v-2h1a2 2 0 0 0 2-2V5a2 2 0 0 1 2-2m14 0a2 2 0 0 1 2 2v4a2 2 0 0 0 2 2h1v2h-1a2 2 0 0 0-2 2v4a2 2 0 0 1-2 2h-2v-2h2v-5a2 2 0 0 1 2-2 2 2 0 0 1-2-2V5h-2V3h2m-7 12a1 1 0 0 1 1 1 1 1 0 0 1-1 1 1 1 0 0 1-1-1 1 1 0 0 1 1-1m-4 0a1 1 0 0 1 1 1 1 1 0 0 1-1 1 1 1 0 0 1-1-1 1 1 0 0 1 1-1m8 0a1 1 0 0 1 1 1 1 1 0 0 1-1 1 1 1 0 0 1-1-1 1 1 0 0 1 1-1Z"/></svg> <span class=md-ellipsis> enums </span> </a> </li> <li class=md-nav__item> <a href=../../../labels/nb/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="m6 20 4.16-12.09L9.34 6H8V4h2c.42 0 .78.26.93.63L16.66 18H18v2h-2c-.43 0-.79-.27-.93-.64l-3.74-8.71L8.12 20H6Z"/></svg> <span class=md-ellipsis> nb </span> </a> </li> <li class="md-nav__item md-nav__item--pruned md-nav__item--nested"> <a href=../../../labels/generators/index.html class=md-nav__link> <span class=md-ellipsis> generators </span> <span class="md-nav__icon md-icon"></span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_5_10> <label class=md-nav__link for=__nav_5_10 id=__nav_5_10_label tabindex> <span class=md-ellipsis> messaging </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_5_10_label aria-expanded=false> <label class=md-nav__title for=__nav_5_10> <span class="md-nav__icon md-icon"></span> messaging </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=../../../messaging/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M20 2a2 2 0 0 1 2 2v12a2 2 0 0 1-2 2H6l-4 4V4a2 2 0 0 1 2-2h16M4 4v13.17L5.17 16H20V4H4m2 3h12v2H6V7m0 4h9v2H6v-2Z"/></svg> <span class=md-ellipsis> messaging </span> </a> </li> <li class=md-nav__item> <a href=../../../messaging/telegram/index.html class=md-nav__link> <span class=md-ellipsis> telegram </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_5_11> <label class=md-nav__link for=__nav_5_11 id=__nav_5_11_label tabindex> <span class=md-ellipsis> ohlcv </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_5_11_label aria-expanded=false> <label class=md-nav__title for=__nav_5_11> <span class="md-nav__icon md-icon"></span> ohlcv </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=../../../ohlcv/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M8 2v3h2v14H8v3H6v-3H4V5h2V2h2m8 0v5h-2v10h2v5h2v-5h2V7h-2V2h-2Z"/></svg> <span class=md-ellipsis> ohlcv </span> </a> </li> <li class=md-nav__item> <a href=../../../ohlcv/accessors/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M11 5H8l4-4 4 4h-3v4.43c-.75.46-1.42 1.03-2 1.69V5m11 6-4-4v3a6.747 6.747 0 0 0-7 6.17A3.006 3.006 0 0 0 9.17 20 3.006 3.006 0 0 0 13 21.83 3.01 3.01 0 0 0 14.83 18c-.3-.86-.98-1.53-1.83-1.83.47-4 4.47-4.2 4.95-4.2v3L22 11m-11.37.59A7.632 7.632 0 0 0 6 10V7l-4 4 4 4v-3c1.34.03 2.63.5 3.64 1.4.25-.64.58-1.25.99-1.81Z"/></svg> <span class=md-ellipsis> accessors </span> </a> </li> <li class=md-nav__item> <a href=../../../ohlcv/nb/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="m6 20 4.16-12.09L9.34 6H8V4h2c.42 0 .78.26.93.63L16.66 18H18v2h-2c-.43 0-.79-.27-.93-.64l-3.74-8.71L8.12 20H6Z"/></svg> <span class=md-ellipsis> nb </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_5_12> <label class=md-nav__link for=__nav_5_12 id=__nav_5_12_label tabindex> <span class=md-ellipsis> portfolio </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_5_12_label aria-expanded=false> <label class=md-nav__title for=__nav_5_12> <span class="md-nav__icon md-icon"></span> portfolio </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=../../../portfolio/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M17.45 15.18 22 7.31V21H2V3h2v12.54L9.5 6 16 9.78l4.24-7.33 1.73 1-5.23 9.05-6.51-3.75L4.31 19h2.26l4.39-7.56 6.49 3.74Z"/></svg> <span class=md-ellipsis> portfolio </span> </a> </li> <li class=md-nav__item> <a href=../../../portfolio/base/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M2 3v6h2.95l2 6H6v6h6v-4.59L17.41 11H22V5h-6v4.57L10.59 15H9.06l-2-6H8V3M4 5h2v2H4m14 0h2v2h-2M8 17h2v2H8Z"/></svg> <span class=md-ellipsis> base </span> </a> </li> <li class=md-nav__item> <a href=../../../portfolio/call_seq/index.html class=md-nav__link> <span class=md-ellipsis> call_seq </span> </a> </li> <li class=md-nav__item> <a href=../../../portfolio/chunking/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M18 16v-3h-3v9h-2V2h2v9h3V8l4 4-4 4M2 12l4 4v-3h3v9h2V2H9v9H6V8l-4 4Z"/></svg> <span class=md-ellipsis> chunking </span> </a> </li> <li class=md-nav__item> <a href=../../../portfolio/decorators/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M2 3v6h2.95l2 6H6v6h6v-4.59L17.41 11H22V5h-6v4.57L10.59 15H9.06l-2-6H8V3H2m2 2h2v2H4V5m14 2h2v2h-2V7m0 8v3h-3v2h3v3h2v-3h3v-2h-3v-3h-2M8 17h2v2H8v-2Z"/></svg> <span class=md-ellipsis> decorators </span> </a> </li> <li class=md-nav__item> <a href=../../../portfolio/enums/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M5 3h2v2H5v5a2 2 0 0 1-2 2 2 2 0 0 1 2 2v5h2v2H5c-1.07-.27-2-.9-2-2v-4a2 2 0 0 0-2-2H0v-2h1a2 2 0 0 0 2-2V5a2 2 0 0 1 2-2m14 0a2 2 0 0 1 2 2v4a2 2 0 0 0 2 2h1v2h-1a2 2 0 0 0-2 2v4a2 2 0 0 1-2 2h-2v-2h2v-5a2 2 0 0 1 2-2 2 2 0 0 1-2-2V5h-2V3h2m-7 12a1 1 0 0 1 1 1 1 1 0 0 1-1 1 1 1 0 0 1-1-1 1 1 0 0 1 1-1m-4 0a1 1 0 0 1 1 1 1 1 0 0 1-1 1 1 1 0 0 1-1-1 1 1 0 0 1 1-1m8 0a1 1 0 0 1 1 1 1 1 0 0 1-1 1 1 1 0 0 1-1-1 1 1 0 0 1 1-1Z"/></svg> <span class=md-ellipsis> enums </span> </a> </li> <li class=md-nav__item> <a href=../../../portfolio/logs/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M8 2h8a2 2 0 0 1 2 2v16a2 2 0 0 1-2 2H8a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2m0 8v4h8v-4H8m0 6v4h8v-4H8M8 4v4h8V4H8Z"/></svg> <span class=md-ellipsis> logs </span> </a> </li> <li class=md-nav__item> <a href=../../../portfolio/orders/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M8 2h8a2 2 0 0 1 2 2v16a2 2 0 0 1-2 2H8a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2m0 8v4h8v-4H8m0 6v4h8v-4H8M8 4v4h8V4H8Z"/></svg> <span class=md-ellipsis> orders </span> </a> </li> <li class=md-nav__item> <a href=../../../portfolio/preparing/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M18 4V3a1 1 0 0 0-1-1H5a1 1 0 0 0-1 1v4a1 1 0 0 0 1 1h12a1 1 0 0 0 1-1V6h1v4H9v11a1 1 0 0 0 1 1h2a1 1 0 0 0 1-1v-9h8V4h-3Z"/></svg> <span class=md-ellipsis> preparing </span> </a> </li> <li class=md-nav__item> <a href=../../../portfolio/trades/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M8 2h8a2 2 0 0 1 2 2v16a2 2 0 0 1-2 2H8a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2m0 8v4h8v-4H8m0 6v4h8v-4H8M8 4v4h8V4H8Z"/></svg> <span class=md-ellipsis> trades </span> </a> </li> <li class="md-nav__item md-nav__item--pruned md-nav__item--nested"> <a href=../../../portfolio/nb/index.html class=md-nav__link> <span class=md-ellipsis> nb </span> <span class="md-nav__icon md-icon"></span> </a> </li> <li class="md-nav__item md-nav__item--pruned md-nav__item--nested"> <a href=../../../portfolio/pfopt/index.html class=md-nav__link> <span class=md-ellipsis> pfopt </span> <span class="md-nav__icon md-icon"></span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_5_13> <label class=md-nav__link for=__nav_5_13 id=__nav_5_13_label tabindex> <span class=md-ellipsis> px </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_5_13_label aria-expanded=false> <label class=md-nav__title for=__nav_5_13> <span class="md-nav__icon md-icon"></span> px </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=../../../px/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M7.2 11.2c1.77 0 3.2 1.43 3.2 3.2 0 1.77-1.43 3.2-3.2 3.2-1.77 0-3.2-1.43-3.2-3.2 0-1.77 1.43-3.2 3.2-3.2m7.6 4.8a2 2 0 0 1 2 2 2 2 0 0 1-2 2 2 2 0 0 1-2-2 2 2 0 0 1 2-2m.4-12A4.8 4.8 0 0 1 20 8.8c0 2.65-2.15 4.8-4.8 4.8a4.8 4.8 0 0 1-4.8-4.8c0-2.65 2.15-4.8 4.8-4.8Z"/></svg> <span class=md-ellipsis> px </span> </a> </li> <li class=md-nav__item> <a href=../../../px/accessors/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M11 5H8l4-4 4 4h-3v4.43c-.75.46-1.42 1.03-2 1.69V5m11 6-4-4v3a6.747 6.747 0 0 0-7 6.17A3.006 3.006 0 0 0 9.17 20 3.006 3.006 0 0 0 13 21.83 3.01 3.01 0 0 0 14.83 18c-.3-.86-.98-1.53-1.83-1.83.47-4 4.47-4.2 4.95-4.2v3L22 11m-11.37.59A7.632 7.632 0 0 0 6 10V7l-4 4 4 4v-3c1.34.03 2.63.5 3.64 1.4.25-.64.58-1.25.99-1.81Z"/></svg> <span class=md-ellipsis> accessors </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_5_14> <label class=md-nav__link for=__nav_5_14 id=__nav_5_14_label tabindex> <span class=md-ellipsis> records </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_5_14_label aria-expanded=false> <label class=md-nav__title for=__nav_5_14> <span class="md-nav__icon md-icon"></span> records </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=../../../records/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M8 2h8a2 2 0 0 1 2 2v16a2 2 0 0 1-2 2H8a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2m0 8v4h8v-4H8m0 6v4h8v-4H8M8 4v4h8V4H8Z"/></svg> <span class=md-ellipsis> records </span> </a> </li> <li class=md-nav__item> <a href=../../../records/base/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M2 3v6h2.95l2 6H6v6h6v-4.59L17.41 11H22V5h-6v4.57L10.59 15H9.06l-2-6H8V3M4 5h2v2H4m14 0h2v2h-2M8 17h2v2H8Z"/></svg> <span class=md-ellipsis> base </span> </a> </li> <li class=md-nav__item> <a href=../../../records/chunking/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M18 16v-3h-3v9h-2V2h2v9h3V8l4 4-4 4M2 12l4 4v-3h3v9h2V2H9v9H6V8l-4 4Z"/></svg> <span class=md-ellipsis> chunking </span> </a> </li> <li class=md-nav__item> <a href=../../../records/col_mapper/index.html class=md-nav__link> <span class=md-ellipsis> col_mapper </span> </a> </li> <li class=md-nav__item> <a href=../../../records/decorators/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M2 3v6h2.95l2 6H6v6h6v-4.59L17.41 11H22V5h-6v4.57L10.59 15H9.06l-2-6H8V3H2m2 2h2v2H4V5m14 2h2v2h-2V7m0 8v3h-3v2h3v3h2v-3h3v-2h-3v-3h-2M8 17h2v2H8v-2Z"/></svg> <span class=md-ellipsis> decorators </span> </a> </li> <li class=md-nav__item> <a href=../../../records/mapped_array/index.html class=md-nav__link> <span class=md-ellipsis> mapped_array </span> </a> </li> <li class=md-nav__item> <a href=../../../records/nb/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="m6 20 4.16-12.09L9.34 6H8V4h2c.42 0 .78.26.93.63L16.66 18H18v2h-2c-.43 0-.79-.27-.93-.64l-3.74-8.71L8.12 20H6Z"/></svg> <span class=md-ellipsis> nb </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_5_15> <label class=md-nav__link for=__nav_5_15 id=__nav_5_15_label tabindex> <span class=md-ellipsis> registries </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_5_15_label aria-expanded=false> <label class=md-nav__title for=__nav_5_15> <span class="md-nav__icon md-icon"></span> registries </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=../../../registries/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="m17 21-2.75-3 1.16-1.16L17 18.43l3.59-3.59 1.16 1.41M12.8 21H5a2 2 0 0 1-2-2V5c0-1.11.89-2 2-2h14a2 2 0 0 1 2 2v7.8c-.88-.51-1.91-.8-3-.8l-1 .08V11H7v2h7.69A5.983 5.983 0 0 0 12 18c0 1.09.29 2.12.8 3m-.8-6H7v2h5m5-10H7v2h10"/></svg> <span class=md-ellipsis> registries </span> </a> </li> <li class=md-nav__item> <a href=../../../registries/ca_registry/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="m19 8-4 4h3a6 6 0 0 1-6 6c-1 0-1.97-.25-2.8-.7l-1.46 1.46A7.93 7.93 0 0 0 12 20a8 8 0 0 0 8-8h3M6 12a6 6 0 0 1 6-6c1 0 1.97.25 2.8.7l1.46-1.46A7.93 7.93 0 0 0 12 4a8 8 0 0 0-8 8H1l4 4 4-4"/></svg> <span class=md-ellipsis> ca_registry </span> </a> </li> <li class=md-nav__item> <a href=../../../registries/ch_registry/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M18 16v-3h-3v9h-2V2h2v9h3V8l4 4-4 4M2 12l4 4v-3h3v9h2V2H9v9H6V8l-4 4Z"/></svg> <span class=md-ellipsis> ch_registry </span> </a> </li> <li class=md-nav__item> <a href=../../../registries/jit_registry/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M12 16a3 3 0 0 1-3-3c0-1.12.61-2.1 1.5-2.61l9.71-5.62-5.53 9.58c-.5.98-1.51 1.65-2.68 1.65m0-13c1.81 0 3.5.5 4.97 1.32l-2.1 1.21C14 5.19 13 5 12 5a8 8 0 0 0-8 8c0 2.21.89 4.21 2.34 5.65h.01c.39.39.39 1.02 0 1.41-.39.39-1.03.39-1.42.01A9.969 9.969 0 0 1 2 13 10 10 0 0 1 12 3m10 10c0 2.76-1.12 5.26-2.93 7.07-.39.38-1.02.38-1.41-.01a.996.996 0 0 1 0-1.41A7.95 7.95 0 0 0 20 13c0-1-.19-2-.54-2.9L20.67 8C21.5 9.5 22 11.18 22 13Z"/></svg> <span class=md-ellipsis> jit_registry </span> </a> </li> <li class=md-nav__item> <a href=../../../registries/pbar_registry/index.html class=md-nav__link> <span class=md-ellipsis> pbar_registry </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_5_16> <label class=md-nav__link for=__nav_5_16 id=__nav_5_16_label tabindex> <span class=md-ellipsis> returns </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_5_16_label aria-expanded=false> <label class=md-nav__title for=__nav_5_16> <span class="md-nav__icon md-icon"></span> returns </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=../../../returns/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="m16 11.78 4.24-7.33 1.73 1-5.23 9.05-6.51-3.75L5.46 19H22v2H2V3h2v14.54L9.5 8l6.5 3.78Z"/></svg> <span class=md-ellipsis> returns </span> </a> </li> <li class=md-nav__item> <a href=../../../returns/accessors/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M11 5H8l4-4 4 4h-3v4.43c-.75.46-1.42 1.03-2 1.69V5m11 6-4-4v3a6.747 6.747 0 0 0-7 6.17A3.006 3.006 0 0 0 9.17 20 3.006 3.006 0 0 0 13 21.83 3.01 3.01 0 0 0 14.83 18c-.3-.86-.98-1.53-1.83-1.83.47-4 4.47-4.2 4.95-4.2v3L22 11m-11.37.59A7.632 7.632 0 0 0 6 10V7l-4 4 4 4v-3c1.34.03 2.63.5 3.64 1.4.25-.64.58-1.25.99-1.81Z"/></svg> <span class=md-ellipsis> accessors </span> </a> </li> <li class=md-nav__item> <a href=../../../returns/enums/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M5 3h2v2H5v5a2 2 0 0 1-2 2 2 2 0 0 1 2 2v5h2v2H5c-1.07-.27-2-.9-2-2v-4a2 2 0 0 0-2-2H0v-2h1a2 2 0 0 0 2-2V5a2 2 0 0 1 2-2m14 0a2 2 0 0 1 2 2v4a2 2 0 0 0 2 2h1v2h-1a2 2 0 0 0-2 2v4a2 2 0 0 1-2 2h-2v-2h2v-5a2 2 0 0 1 2-2 2 2 0 0 1-2-2V5h-2V3h2m-7 12a1 1 0 0 1 1 1 1 1 0 0 1-1 1 1 1 0 0 1-1-1 1 1 0 0 1 1-1m-4 0a1 1 0 0 1 1 1 1 1 0 0 1-1 1 1 1 0 0 1-1-1 1 1 0 0 1 1-1m8 0a1 1 0 0 1 1 1 1 1 0 0 1-1 1 1 1 0 0 1-1-1 1 1 0 0 1 1-1Z"/></svg> <span class=md-ellipsis> enums </span> </a> </li> <li class=md-nav__item> <a href=../../../returns/nb/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="m6 20 4.16-12.09L9.34 6H8V4h2c.42 0 .78.26.93.63L16.66 18H18v2h-2c-.43 0-.79-.27-.93-.64l-3.74-8.71L8.12 20H6Z"/></svg> <span class=md-ellipsis> nb </span> </a> </li> <li class=md-nav__item> <a href=../../../returns/qs_adapter/index.html class=md-nav__link> <span class=md-ellipsis> qs_adapter </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_5_17> <label class=md-nav__link for=__nav_5_17 id=__nav_5_17_label tabindex> <span class=md-ellipsis> signals </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_5_17_label aria-expanded=false> <label class=md-nav__title for=__nav_5_17> <span class="md-nav__icon md-icon"></span> signals </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=../../../signals/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M12 10c-1.1 0-2 .9-2 2s.9 2 2 2 2-.9 2-2-.9-2-2-2m6 2c0-3.3-2.7-6-6-6s-6 2.7-6 6c0 2.2 1.2 4.1 3 5.2l1-1.7c-1.2-.7-2-2-2-3.4 0-2.2 1.8-4 4-4s4 1.8 4 4c0 1.5-.8 2.8-2 3.4l1 1.7c1.8-1 3-3 3-5.2M12 2C6.5 2 2 6.5 2 12c0 3.7 2 6.9 5 8.6l1-1.7c-2.4-1.4-4-4-4-6.9 0-4.4 3.6-8 8-8s8 3.6 8 8c0 3-1.6 5.5-4 6.9l1 1.7c3-1.7 5-4.9 5-8.6 0-5.5-4.5-10-10-10Z"/></svg> <span class=md-ellipsis> signals </span> </a> </li> <li class=md-nav__item> <a href=../../../signals/accessors/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M11 5H8l4-4 4 4h-3v4.43c-.75.46-1.42 1.03-2 1.69V5m11 6-4-4v3a6.747 6.747 0 0 0-7 6.17A3.006 3.006 0 0 0 9.17 20 3.006 3.006 0 0 0 13 21.83 3.01 3.01 0 0 0 14.83 18c-.3-.86-.98-1.53-1.83-1.83.47-4 4.47-4.2 4.95-4.2v3L22 11m-11.37.59A7.632 7.632 0 0 0 6 10V7l-4 4 4 4v-3c1.34.03 2.63.5 3.64 1.4.25-.64.58-1.25.99-1.81Z"/></svg> <span class=md-ellipsis> accessors </span> </a> </li> <li class=md-nav__item> <a href=../../../signals/enums/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M5 3h2v2H5v5a2 2 0 0 1-2 2 2 2 0 0 1 2 2v5h2v2H5c-1.07-.27-2-.9-2-2v-4a2 2 0 0 0-2-2H0v-2h1a2 2 0 0 0 2-2V5a2 2 0 0 1 2-2m14 0a2 2 0 0 1 2 2v4a2 2 0 0 0 2 2h1v2h-1a2 2 0 0 0-2 2v4a2 2 0 0 1-2 2h-2v-2h2v-5a2 2 0 0 1 2-2 2 2 0 0 1-2-2V5h-2V3h2m-7 12a1 1 0 0 1 1 1 1 1 0 0 1-1 1 1 1 0 0 1-1-1 1 1 0 0 1 1-1m-4 0a1 1 0 0 1 1 1 1 1 0 0 1-1 1 1 1 0 0 1-1-1 1 1 0 0 1 1-1m8 0a1 1 0 0 1 1 1 1 1 0 0 1-1 1 1 1 0 0 1-1-1 1 1 0 0 1 1-1Z"/></svg> <span class=md-ellipsis> enums </span> </a> </li> <li class=md-nav__item> <a href=../../../signals/factory/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M4 18v2h4v-2H4m0-4v2h10v-2H4m6 4v2h4v-2h-4m6-4v2h4v-2h-4m0 4v2h4v-2h-4M2 22V8l5 4V8l5 4V8l5 4 1-10h3l1 10v10H2Z"/></svg> <span class=md-ellipsis> factory </span> </a> </li> <li class=md-nav__item> <a href=../../../signals/nb/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="m6 20 4.16-12.09L9.34 6H8V4h2c.42 0 .78.26.93.63L16.66 18H18v2h-2c-.43 0-.79-.27-.93-.64l-3.74-8.71L8.12 20H6Z"/></svg> <span class=md-ellipsis> nb </span> </a> </li> <li class="md-nav__item md-nav__item--pruned md-nav__item--nested"> <a href=../../../signals/generators/index.html class=md-nav__link> <span class=md-ellipsis> generators </span> <span class="md-nav__icon md-icon"></span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--section md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_5_18> <label class=md-nav__link for=__nav_5_18 id=__nav_5_18_label tabindex> <span class=md-ellipsis> utils </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=2 aria-labelledby=__nav_5_18_label aria-expanded=false> <label class=md-nav__title for=__nav_5_18> <span class="md-nav__icon md-icon"></span> utils </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=../../../utils/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="m21.71 20.29-1.42 1.42a1 1 0 0 1-1.41 0L7 9.85A3.81 3.81 0 0 1 6 10a4 4 0 0 1-3.78-5.3l2.54 2.54.53-.53 1.42-1.42.53-.53L4.7 2.22A4 4 0 0 1 10 6a3.81 3.81 0 0 1-.15 1l11.86 11.88a1 1 0 0 1 0 1.41M2.29 18.88a1 1 0 0 0 0 1.41l1.42 1.42a1 1 0 0 0 1.41 0l5.47-5.46-2.83-2.83M20 2l-4 2v2l-2.17 2.17 2 2L18 8h2l2-4Z"/></svg> <span class=md-ellipsis> utils </span> </a> </li> <li class=md-nav__item> <a href=../../../utils/annotations/index.html class=md-nav__link> <span class=md-ellipsis> annotations </span> </a> </li> <li class=md-nav__item> <a href=../../../utils/array_/index.html class=md-nav__link> <span class=md-ellipsis> array_ </span> </a> </li> <li class=md-nav__item> <a href=../../../utils/attr_/index.html class=md-nav__link> <span class=md-ellipsis> attr_ </span> </a> </li> <li class=md-nav__item> <a href=../../../utils/caching/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="m19 8-4 4h3a6 6 0 0 1-6 6c-1 0-1.97-.25-2.8-.7l-1.46 1.46A7.93 7.93 0 0 0 12 20a8 8 0 0 0 8-8h3M6 12a6 6 0 0 1 6-6c1 0 1.97.25 2.8.7l1.46-1.46A7.93 7.93 0 0 0 12 4a8 8 0 0 0-8 8H1l4 4 4-4"/></svg> <span class=md-ellipsis> caching </span> </a> </li> <li class=md-nav__item> <a href=../../../utils/chaining/index.html class=md-nav__link> <span class=md-ellipsis> chaining </span> </a> </li> <li class=md-nav__item> <a href=../../../utils/checks/index.html class=md-nav__link> <span class=md-ellipsis> checks </span> </a> </li> <li class=md-nav__item> <a href=../../../utils/chunking/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M18 16v-3h-3v9h-2V2h2v9h3V8l4 4-4 4M2 12l4 4v-3h3v9h2V2H9v9H6V8l-4 4Z"/></svg> <span class=md-ellipsis> chunking </span> </a> </li> <li class=md-nav__item> <a href=../../../utils/colors/index.html class=md-nav__link> <span class=md-ellipsis> colors </span> </a> </li> <li class=md-nav__item> <a href=../../../utils/config/index.html class=md-nav__link> <span class=md-ellipsis> config </span> </a> </li> <li class=md-nav__item> <a href=../../../utils/cutting/index.html class=md-nav__link> <span class=md-ellipsis> cutting </span> </a> </li> <li class=md-nav__item> <a href=../../../utils/datetime_/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M19 19H5V8h14m-3-7v2H8V1H6v2H5c-1.11 0-2 .89-2 2v14a2 2 0 0 0 2 2h14a2 2 0 0 0 2-2V5a2 2 0 0 0-2-2h-1V1m-1 11h-5v5h5v-5Z"/></svg> <span class=md-ellipsis> datetime_ </span> </a> </li> <li class=md-nav__item> <a href=../../../utils/datetime_nb/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M19 19H5V8h14m-3-7v2H8V1H6v2H5c-1.11 0-2 .89-2 2v14a2 2 0 0 0 2 2h14a2 2 0 0 0 2-2V5a2 2 0 0 0-2-2h-1V1m-1 11h-5v5h5v-5Z"/></svg> <span class=md-ellipsis> datetime_nb </span> </a> </li> <li class=md-nav__item> <a href=../../../utils/decorators/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M2 3v6h2.95l2 6H6v6h6v-4.59L17.41 11H22V5h-6v4.57L10.59 15H9.06l-2-6H8V3H2m2 2h2v2H4V5m14 2h2v2h-2V7m0 8v3h-3v2h3v3h2v-3h3v-2h-3v-3h-2M8 17h2v2H8v-2Z"/></svg> <span class=md-ellipsis> decorators </span> </a> </li> <li class=md-nav__item> <a href=../../../utils/enum_/index.html class=md-nav__link> <span class=md-ellipsis> enum_ </span> </a> </li> <li class=md-nav__item> <a href=../../../utils/eval_/index.html class=md-nav__link> <span class=md-ellipsis> eval_ </span> </a> </li> <li class=md-nav__item> <a href=../../../utils/execution/index.html class=md-nav__link> <span class=md-ellipsis> execution </span> </a> </li> <li class=md-nav__item> <a href=../../../utils/figure/index.html class=md-nav__link> <span class=md-ellipsis> figure </span> </a> </li> <li class=md-nav__item> <a href=../../../utils/formatting/index.html class=md-nav__link> <span class=md-ellipsis> formatting </span> </a> </li> <li class=md-nav__item> <a href=../../../utils/hashing/index.html class=md-nav__link> <span class=md-ellipsis> hashing </span> </a> </li> <li class=md-nav__item> <a href=../../../utils/image_/index.html class=md-nav__link> <span class=md-ellipsis> image_ </span> </a> </li> <li class=md-nav__item> <a href=../../../utils/jitting/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M12 16a3 3 0 0 1-3-3c0-1.12.61-2.1 1.5-2.61l9.71-5.62-5.53 9.58c-.5.98-1.51 1.65-2.68 1.65m0-13c1.81 0 3.5.5 4.97 1.32l-2.1 1.21C14 5.19 13 5 12 5a8 8 0 0 0-8 8c0 2.21.89 4.21 2.34 5.65h.01c.39.39.39 1.02 0 1.41-.39.39-1.03.39-1.42.01A9.969 9.969 0 0 1 2 13 10 10 0 0 1 12 3m10 10c0 2.76-1.12 5.26-2.93 7.07-.39.38-1.02.38-1.41-.01a.996.996 0 0 1 0-1.41A7.95 7.95 0 0 0 20 13c0-1-.19-2-.54-2.9L20.67 8C21.5 9.5 22 11.18 22 13Z"/></svg> <span class=md-ellipsis> jitting </span> </a> </li> <li class=md-nav__item> <a href=../../../utils/magic_decorators/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M2 3v6h2.95l2 6H6v6h6v-4.59L17.41 11H22V5h-6v4.57L10.59 15H9.06l-2-6H8V3H2m2 2h2v2H4V5m14 2h2v2h-2V7m0 8v3h-3v2h3v3h2v-3h3v-2h-3v-3h-2M8 17h2v2H8v-2Z"/></svg> <span class=md-ellipsis> magic_decorators </span> </a> </li> <li class=md-nav__item> <a href=../../../utils/mapping/index.html class=md-nav__link> <span class=md-ellipsis> mapping </span> </a> </li> <li class=md-nav__item> <a href=../../../utils/math_/index.html class=md-nav__link> <span class=md-ellipsis> math_ </span> </a> </li> <li class=md-nav__item> <a href=../../../utils/merging/index.html class=md-nav__link> <span class=md-ellipsis> merging </span> </a> </li> <li class=md-nav__item> <a href=../../../utils/module_/index.html class=md-nav__link> <span class=md-ellipsis> module_ </span> </a> </li> <li class=md-nav__item> <a href=../../../utils/path_/index.html class=md-nav__link> <span class=md-ellipsis> path_ </span> </a> </li> <li class=md-nav__item> <a href=../../../utils/params/index.html class=md-nav__link> <span class=md-ellipsis> params </span> </a> </li> <li class=md-nav__item> <a href=../../../utils/parsing/index.html class=md-nav__link> <span class=md-ellipsis> parsing </span> </a> </li> <li class=md-nav__item> <a href=../../../utils/pbar/index.html class=md-nav__link> <span class=md-ellipsis> pbar </span> </a> </li> <li class=md-nav__item> <a href=../../../utils/pickling/index.html class=md-nav__link> <span class=md-ellipsis> pickling </span> </a> </li> <li class=md-nav__item> <a href=../../../utils/profiling/index.html class=md-nav__link> <span class=md-ellipsis> profiling </span> </a> </li> <li class=md-nav__item> <a href=../../../utils/random_/index.html class=md-nav__link> <span class=md-ellipsis> random_ </span> </a> </li> <li class=md-nav__item> <a href=../../../utils/requests_/index.html class=md-nav__link> <span class=md-ellipsis> requests_ </span> </a> </li> <li class=md-nav__item> <a href=../../../utils/schedule_/index.html class=md-nav__link> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M12 20a7 7 0 0 1-7-7 7 7 0 0 1 7-7 7 7 0 0 1 7 7 7 7 0 0 1-7 7m7.03-12.61 1.42-1.42c-.45-.51-.9-.97-1.41-1.41L17.62 6c-1.55-1.26-3.5-2-5.62-2a9 9 0 0 0-9 9 9 9 0 0 0 9 9c5 0 9-4.03 9-9 0-2.12-.74-4.07-1.97-5.61M11 14h2V8h-2m4-7H9v2h6V1Z"/></svg> <span class=md-ellipsis> schedule_ </span> </a> </li> <li class=md-nav__item> <a href=../../../utils/search/index.html class=md-nav__link> <span class=md-ellipsis> search </span> </a> </li> <li class=md-nav__item> <a href=../../../utils/selection/index.html class=md-nav__link> <span class=md-ellipsis> selection </span> </a> </li> <li class=md-nav__item> <a href=../../../utils/tagging/index.html class=md-nav__link> <span class=md-ellipsis> tagging </span> </a> </li> <li class=md-nav__item> <a href=../../../utils/template/index.html class=md-nav__link> <span class=md-ellipsis> template </span> </a> </li> </ul> </nav> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--pruned md-nav__item--nested"> <a href=../../../../cookbook/overview/index.html class=md-nav__link> <span class=md-ellipsis> Cookbook </span> <span class="md-nav__icon md-icon"></span> </a> </li> <li class="md-nav__item md-nav__item--pruned md-nav__item--nested"> <a href=../../../../terms/terms-of-use/index.html class=md-nav__link> <span class=md-ellipsis> Terms </span> <span class="md-nav__icon md-icon"></span> </a> </li> </ul> </nav> </div> </div> </div> <div class=md-content data-md-component=content> <nav class=md-path aria-label=Navigation> <ol class=md-path__list> <li class=md-path__item> <a href=../../../index.html class=md-path__link> <span class=md-ellipsis> API </span> </a> </li> <li class=md-path__item> <a href=../../index.html class=md-path__link> <span class=md-ellipsis> data </span> </a> </li> <li class=md-path__item> <a href=../index.html class=md-path__link> <span class=md-ellipsis> custom </span> </a> </li> </ol> </nav> <article class="md-content__inner md-typeset"> <nav class=md-tags> <span class=md-tag>csv</span> </nav> <h1 id=vectorbtpro.data.custom.csv><span class=twemoji><svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M19 19V5H5v14h14m0-16a2 2 0 0 1 2 2v14a2 2 0 0 1-2 2H5a2 2 0 0 1-2-2V5a2 2 0 0 1 2-2h14m-8 4h2v4h4v2h-4v4h-2v-4H7v-2h4V7Z"/></svg></span> csv <span class=dobjtype>module</span><a class=githublink href=https://github.com/drew2323/vbtpro/blob/main/vectorbtpro/data/custom/csv.py target=_blank title="Jump to source"><span class=twemoji><svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M12 2A10 10 0 0 0 2 12c0 4.42 2.87 8.17 6.84 9.5.5.08.66-.23.66-.5v-1.69c-2.77.6-3.36-1.34-3.36-1.34-.46-1.16-1.11-1.47-1.11-1.47-.91-.62.07-.6.07-.6 1 .07 1.53 1.03 1.53 1.03.87 1.52 2.34 1.07 2.91.83.09-.65.35-1.09.63-1.34-2.22-.25-4.55-1.11-4.55-4.92 0-1.11.38-2 1.03-2.71-.1-.25-.45-1.29.1-2.64 0 0 .84-.27 2.75 1.02.79-.22 1.65-.33 2.5-.33.85 0 1.71.11 2.5.33 1.91-1.29 2.75-1.02 2.75-1.02.55 1.35.2 2.39.1 2.64.65.71 1.03 1.6 1.03 2.71 0 3.82-2.34 4.66-4.57 4.91.36.31.69.92.69 1.85V21c0 .27.16.59.67.5C19.14 20.16 22 16.42 22 12A10 10 0 0 0 12 2Z"/></svg></span></a><a class=headerlink href=#vectorbtpro.data.custom.csv title="Permanent link">&para;</a></h1> <p>Module with <a href=index.html#vectorbtpro.data.custom.csv.CSVData title=vectorbtpro.data.custom.csv.CSVData>CSVData</a>.</p> <hr> <h2 id=vectorbtpro.data.custom.csv.CSVData>CSVData <span class=dobjtype>class</span><a class=githublink href=https://github.com/drew2323/vbtpro/blob/main/vectorbtpro/data/custom/csv.py#L24-L252 target=_blank title="Jump to source"><span class=twemoji><svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M12 2A10 10 0 0 0 2 12c0 4.42 2.87 8.17 6.84 9.5.5.08.66-.23.66-.5v-1.69c-2.77.6-3.36-1.34-3.36-1.34-.46-1.16-1.11-1.47-1.11-1.47-.91-.62.07-.6.07-.6 1 .07 1.53 1.03 1.53 1.03.87 1.52 2.34 1.07 2.91.83.09-.65.35-1.09.63-1.34-2.22-.25-4.55-1.11-4.55-4.92 0-1.11.38-2 1.03-2.71-.1-.25-.45-1.29.1-2.64 0 0 .84-.27 2.75 1.02.79-.22 1.65-.33 2.5-.33.85 0 1.71.11 2.5.33 1.91-1.29 2.75-1.02 2.75-1.02.55 1.35.2 2.39.1 2.64.65.71 1.03 1.6 1.03 2.71 0 3.82-2.34 4.66-4.57 4.91.36.31.69.92.69 1.85V21c0 .27.16.59.67.5C19.14 20.16 22 16.42 22 12A10 10 0 0 0 12 2Z"/></svg></span></a><a class=headerlink href=#vectorbtpro.data.custom.csv.CSVData title="Permanent link">&para;</a></h2> <div class="language-python highlight"><pre><span></span><code><span id=__span-0-1><a id=__codelineno-0-1 name=__codelineno-0-1 href=#__codelineno-0-1></a><span class=n>CSVData</span><span class=p>(</span>
</span><span id=__span-0-2><a id=__codelineno-0-2 name=__codelineno-0-2 href=#__codelineno-0-2></a> <span class=n>wrapper</span><span class=p>,</span>
</span><span id=__span-0-3><a id=__codelineno-0-3 name=__codelineno-0-3 href=#__codelineno-0-3></a> <span class=n>data</span><span class=p>,</span>
</span><span id=__span-0-4><a id=__codelineno-0-4 name=__codelineno-0-4 href=#__codelineno-0-4></a> <span class=n>single_key</span><span class=o>=</span><span class=kc>True</span><span class=p>,</span>
</span><span id=__span-0-5><a id=__codelineno-0-5 name=__codelineno-0-5 href=#__codelineno-0-5></a> <span class=n>classes</span><span class=o>=</span><span class=kc>None</span><span class=p>,</span>
</span><span id=__span-0-6><a id=__codelineno-0-6 name=__codelineno-0-6 href=#__codelineno-0-6></a> <span class=n>level_name</span><span class=o>=</span><span class=kc>None</span><span class=p>,</span>
</span><span id=__span-0-7><a id=__codelineno-0-7 name=__codelineno-0-7 href=#__codelineno-0-7></a> <span class=n>fetch_kwargs</span><span class=o>=</span><span class=kc>None</span><span class=p>,</span>
</span><span id=__span-0-8><a id=__codelineno-0-8 name=__codelineno-0-8 href=#__codelineno-0-8></a> <span class=n>returned_kwargs</span><span class=o>=</span><span class=kc>None</span><span class=p>,</span>
</span><span id=__span-0-9><a id=__codelineno-0-9 name=__codelineno-0-9 href=#__codelineno-0-9></a> <span class=n>last_index</span><span class=o>=</span><span class=kc>None</span><span class=p>,</span>
</span><span id=__span-0-10><a id=__codelineno-0-10 name=__codelineno-0-10 href=#__codelineno-0-10></a> <span class=n>delisted</span><span class=o>=</span><span class=kc>None</span><span class=p>,</span>
</span><span id=__span-0-11><a id=__codelineno-0-11 name=__codelineno-0-11 href=#__codelineno-0-11></a> <span class=n>tz_localize</span><span class=o>=</span><span class=kc>None</span><span class=p>,</span>
</span><span id=__span-0-12><a id=__codelineno-0-12 name=__codelineno-0-12 href=#__codelineno-0-12></a> <span class=n>tz_convert</span><span class=o>=</span><span class=kc>None</span><span class=p>,</span>
</span><span id=__span-0-13><a id=__codelineno-0-13 name=__codelineno-0-13 href=#__codelineno-0-13></a> <span class=n>missing_index</span><span class=o>=</span><span class=kc>None</span><span class=p>,</span>
</span><span id=__span-0-14><a id=__codelineno-0-14 name=__codelineno-0-14 href=#__codelineno-0-14></a> <span class=n>missing_columns</span><span class=o>=</span><span class=kc>None</span><span class=p>,</span>
</span><span id=__span-0-15><a id=__codelineno-0-15 name=__codelineno-0-15 href=#__codelineno-0-15></a> <span class=o>**</span><span class=n>kwargs</span>
</span><span id=__span-0-16><a id=__codelineno-0-16 name=__codelineno-0-16 href=#__codelineno-0-16></a><span class=p>)</span>
</span></code></pre></div> <p>Data class for fetching CSV data.</p> <p><strong>Superclasses</strong></p> <ul> <li><a href=../../../generic/analyzable/index.html#vectorbtpro.generic.analyzable.Analyzable title=vectorbtpro.generic.analyzable.Analyzable>Analyzable</a></li> <li><a href=../../../utils/attr_/index.html#vectorbtpro.utils.attr_.AttrResolverMixin title=vectorbtpro.utils.attr_.AttrResolverMixin>AttrResolverMixin</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.BaseDataMixin title=vectorbtpro.data.base.BaseDataMixin>BaseDataMixin</a></li> <li><a href=../../../utils/caching/index.html#vectorbtpro.utils.caching.Cacheable title=vectorbtpro.utils.caching.Cacheable>Cacheable</a></li> <li><a href=../../../utils/chaining/index.html#vectorbtpro.utils.chaining.Chainable title=vectorbtpro.utils.chaining.Chainable>Chainable</a></li> <li><a href=../../../utils/checks/index.html#vectorbtpro.utils.checks.Comparable title=vectorbtpro.utils.checks.Comparable>Comparable</a></li> <li><a href=../../../utils/config/index.html#vectorbtpro.utils.config.Configured title=vectorbtpro.utils.config.Configured>Configured</a></li> <li><a href=../custom/index.html#vectorbtpro.data.custom.custom.CustomData title=vectorbtpro.data.custom.custom.CustomData>CustomData</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data title=vectorbtpro.data.base.Data>Data</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.DataWithFeatures title=vectorbtpro.data.base.DataWithFeatures>DataWithFeatures</a></li> <li><a href=../../../base/indexing/index.html#vectorbtpro.base.indexing.ExtPandasIndexer title=vectorbtpro.base.indexing.ExtPandasIndexer>ExtPandasIndexer</a></li> <li><a href=../file/index.html#vectorbtpro.data.custom.file.FileData title=vectorbtpro.data.custom.file.FileData>FileData</a></li> <li><a href=../../../utils/config/index.html#vectorbtpro.utils.config.HasSettings title=vectorbtpro.utils.config.HasSettings>HasSettings</a></li> <li><a href=../../../base/indexes/index.html#vectorbtpro.base.indexes.IndexApplier title=vectorbtpro.base.indexes.IndexApplier>IndexApplier</a></li> <li><a href=../../../base/indexing/index.html#vectorbtpro.base.indexing.IndexingBase title=vectorbtpro.base.indexing.IndexingBase>IndexingBase</a></li> <li><a href=../../../utils/params/index.html#vectorbtpro.utils.params.Itemable title=vectorbtpro.utils.params.Itemable>Itemable</a></li> <li><a href=../local/index.html#vectorbtpro.data.custom.local.LocalData title=vectorbtpro.data.custom.local.LocalData>LocalData</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.OHLCDataMixin title=vectorbtpro.data.base.OHLCDataMixin>OHLCDataMixin</a></li> <li><a href=../../../base/indexing/index.html#vectorbtpro.base.indexing.PandasIndexer title=vectorbtpro.base.indexing.PandasIndexer>PandasIndexer</a></li> <li><a href=../../../utils/params/index.html#vectorbtpro.utils.params.Paramable title=vectorbtpro.utils.params.Paramable>Paramable</a></li> <li><a href=../../../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable title=vectorbtpro.utils.pickling.Pickleable>Pickleable</a></li> <li><a href=../../../generic/plots_builder/index.html#vectorbtpro.generic.plots_builder.PlotsBuilderMixin title=vectorbtpro.generic.plots_builder.PlotsBuilderMixin>PlotsBuilderMixin</a></li> <li><a href=../../../utils/formatting/index.html#vectorbtpro.utils.formatting.Prettified title=vectorbtpro.utils.formatting.Prettified>Prettified</a></li> <li><a href=../../../generic/stats_builder/index.html#vectorbtpro.generic.stats_builder.StatsBuilderMixin title=vectorbtpro.generic.stats_builder.StatsBuilderMixin>StatsBuilderMixin</a></li> <li><a href=../../../base/wrapping/index.html#vectorbtpro.base.wrapping.Wrapping title=vectorbtpro.base.wrapping.Wrapping>Wrapping</a></li> </ul> <p><strong>Inherited members</strong></p> <ul> <li><a href=../../../utils/attr_/index.html#vectorbtpro.utils.attr_.AttrResolverMixin.deep_getattr title=vectorbtpro.data.custom.file.FileData.deep_getattr>AttrResolverMixin.deep_getattr()</a></li> <li><a href=../../../utils/attr_/index.html#vectorbtpro.utils.attr_.AttrResolverMixin.post_resolve_attr title=vectorbtpro.data.custom.file.FileData.post_resolve_attr>AttrResolverMixin.post_resolve_attr()</a></li> <li><a href=../../../utils/attr_/index.html#vectorbtpro.utils.attr_.AttrResolverMixin.pre_resolve_attr title=vectorbtpro.data.custom.file.FileData.pre_resolve_attr>AttrResolverMixin.pre_resolve_attr()</a></li> <li><a href=../../../utils/attr_/index.html#vectorbtpro.utils.attr_.AttrResolverMixin.resolve_attr title=vectorbtpro.data.custom.file.FileData.resolve_attr>AttrResolverMixin.resolve_attr()</a></li> <li><a href=../../../utils/attr_/index.html#vectorbtpro.utils.attr_.AttrResolverMixin.resolve_shortcut_attr title=vectorbtpro.data.custom.file.FileData.resolve_shortcut_attr>AttrResolverMixin.resolve_shortcut_attr()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.BaseDataMixin.assert_has_feature title=vectorbtpro.data.custom.file.FileData.assert_has_feature>BaseDataMixin.assert_has_feature()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.BaseDataMixin.assert_has_symbol title=vectorbtpro.data.custom.file.FileData.assert_has_symbol>BaseDataMixin.assert_has_symbol()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.BaseDataMixin.get_feature title=vectorbtpro.data.custom.file.FileData.get_feature>BaseDataMixin.get_feature()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.BaseDataMixin.get_feature_idx title=vectorbtpro.data.custom.file.FileData.get_feature_idx>BaseDataMixin.get_feature_idx()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.BaseDataMixin.get_symbol title=vectorbtpro.data.custom.file.FileData.get_symbol>BaseDataMixin.get_symbol()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.BaseDataMixin.get_symbol_idx title=vectorbtpro.data.custom.file.FileData.get_symbol_idx>BaseDataMixin.get_symbol_idx()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.BaseDataMixin.has_feature title=vectorbtpro.data.custom.file.FileData.has_feature>BaseDataMixin.has_feature()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.BaseDataMixin.has_multiple_keys title=vectorbtpro.data.custom.file.FileData.has_multiple_keys>BaseDataMixin.has_multiple_keys()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.BaseDataMixin.has_symbol title=vectorbtpro.data.custom.file.FileData.has_symbol>BaseDataMixin.has_symbol()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.BaseDataMixin.prepare_key title=vectorbtpro.data.custom.file.FileData.prepare_key>BaseDataMixin.prepare_key()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.BaseDataMixin.select_features title=vectorbtpro.data.custom.file.FileData.select_features>BaseDataMixin.select_features()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.BaseDataMixin.select_symbols title=vectorbtpro.data.custom.file.FileData.select_symbols>BaseDataMixin.select_symbols()</a></li> <li><a href=../../../utils/caching/index.html#vectorbtpro.utils.caching.Cacheable.get_ca_setup title=vectorbtpro.data.custom.file.FileData.get_ca_setup>Cacheable.get_ca_setup()</a></li> <li><a href=../../../utils/chaining/index.html#vectorbtpro.utils.chaining.Chainable.pipe title=vectorbtpro.data.custom.file.FileData.pipe>Chainable.pipe()</a></li> <li><a href=../../../utils/config/index.html#vectorbtpro.utils.config.Configured.copy title=vectorbtpro.data.custom.file.FileData.copy>Configured.copy()</a></li> <li><a href=../../../utils/config/index.html#vectorbtpro.utils.config.Configured.equals title=vectorbtpro.data.custom.file.FileData.equals>Configured.equals()</a></li> <li><a href=../../../utils/config/index.html#vectorbtpro.utils.config.Configured.get_writeable_attrs title=vectorbtpro.data.custom.file.FileData.get_writeable_attrs>Configured.get_writeable_attrs()</a></li> <li><a href=../../../utils/formatting/index.html#vectorbtpro.utils.formatting.Prettified.prettify title=vectorbtpro.data.custom.file.FileData.prettify>Configured.prettify()</a></li> <li><a href=../../../utils/config/index.html#vectorbtpro.utils.config.Configured.resolve_merge_kwargs title=vectorbtpro.data.custom.file.FileData.resolve_merge_kwargs>Configured.resolve_merge_kwargs()</a></li> <li><a href=../../../utils/config/index.html#vectorbtpro.utils.config.Configured.update_config title=vectorbtpro.data.custom.file.FileData.update_config>Configured.update_config()</a></li> <li><a href=../custom/index.html#vectorbtpro.data.custom.custom.CustomData.get_custom_setting title=vectorbtpro.data.custom.file.FileData.get_custom_setting>CustomData.get_custom_setting()</a></li> <li><a href=../custom/index.html#vectorbtpro.data.custom.custom.CustomData.get_custom_settings title=vectorbtpro.data.custom.file.FileData.get_custom_settings>CustomData.get_custom_settings()</a></li> <li><a href=../custom/index.html#vectorbtpro.data.custom.custom.CustomData.has_custom_setting title=vectorbtpro.data.custom.file.FileData.has_custom_setting>CustomData.has_custom_setting()</a></li> <li><a href=../custom/index.html#vectorbtpro.data.custom.custom.CustomData.has_custom_settings title=vectorbtpro.data.custom.file.FileData.has_custom_settings>CustomData.has_custom_settings()</a></li> <li><a href=../custom/index.html#vectorbtpro.data.custom.custom.CustomData.key_match title=vectorbtpro.data.custom.file.FileData.key_match>CustomData.key_match()</a></li> <li><a href=../custom/index.html#vectorbtpro.data.custom.custom.CustomData.resolve_custom_setting title=vectorbtpro.data.custom.file.FileData.resolve_custom_setting>CustomData.resolve_custom_setting()</a></li> <li><a href=../custom/index.html#vectorbtpro.data.custom.custom.CustomData.set_custom_settings title=vectorbtpro.data.custom.file.FileData.set_custom_settings>CustomData.set_custom_settings()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.add title=vectorbtpro.data.custom.file.FileData.add>Data.add()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.add_column title=vectorbtpro.data.custom.file.FileData.add_column>Data.add_column()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.add_feature title=vectorbtpro.data.custom.file.FileData.add_feature>Data.add_feature()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.add_key title=vectorbtpro.data.custom.file.FileData.add_key>Data.add_key()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.add_symbol title=vectorbtpro.data.custom.file.FileData.add_symbol>Data.add_symbol()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.align_columns title=vectorbtpro.data.custom.file.FileData.align_columns>Data.align_columns()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.align_data title=vectorbtpro.data.custom.file.FileData.align_data>Data.align_data()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.align_index title=vectorbtpro.data.custom.file.FileData.align_index>Data.align_index()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.build_feature_config_doc title=vectorbtpro.data.custom.file.FileData.build_feature_config_doc>Data.build_feature_config_doc()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.check_dict_type title=vectorbtpro.data.custom.file.FileData.check_dict_type>Data.check_dict_type()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.column_stack title=vectorbtpro.data.custom.file.FileData.column_stack>Data.column_stack()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.concat title=vectorbtpro.data.custom.file.FileData.concat>Data.concat()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.dropna title=vectorbtpro.data.custom.file.FileData.dropna>Data.dropna()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.fetch title=vectorbtpro.data.custom.file.FileData.fetch>Data.fetch()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.fix_data_dict_type title=vectorbtpro.data.custom.file.FileData.fix_data_dict_type>Data.fix_data_dict_type()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.fix_dict_types_in_kwargs title=vectorbtpro.data.custom.file.FileData.fix_dict_types_in_kwargs>Data.fix_dict_types_in_kwargs()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.from_csv title=vectorbtpro.data.custom.file.FileData.from_csv>Data.from_csv()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.from_data title=vectorbtpro.data.custom.file.FileData.from_data>Data.from_data()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.from_data_str title=vectorbtpro.data.custom.file.FileData.from_data_str>Data.from_data_str()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.from_duckdb title=vectorbtpro.data.custom.file.FileData.from_duckdb>Data.from_duckdb()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.from_feather title=vectorbtpro.data.custom.file.FileData.from_feather>Data.from_feather()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.from_hdf title=vectorbtpro.data.custom.file.FileData.from_hdf>Data.from_hdf()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.from_parquet title=vectorbtpro.data.custom.file.FileData.from_parquet>Data.from_parquet()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.from_sql title=vectorbtpro.data.custom.file.FileData.from_sql>Data.from_sql()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.BaseDataMixin.get title=vectorbtpro.data.custom.file.FileData.get>Data.get()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.get_base_setting title=vectorbtpro.data.custom.file.FileData.get_base_setting>Data.get_base_setting()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.get_base_settings title=vectorbtpro.data.custom.file.FileData.get_base_settings>Data.get_base_settings()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.get_feature_wrapper title=vectorbtpro.data.custom.file.FileData.get_feature_wrapper>Data.get_feature_wrapper()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.get_key_index title=vectorbtpro.data.custom.file.FileData.get_key_index>Data.get_key_index()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.get_key_wrapper title=vectorbtpro.data.custom.file.FileData.get_key_wrapper>Data.get_key_wrapper()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.get_keys title=vectorbtpro.data.custom.file.FileData.get_keys>Data.get_keys()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.get_level_name title=vectorbtpro.data.custom.file.FileData.get_level_name>Data.get_level_name()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.get_symbol_wrapper title=vectorbtpro.data.custom.file.FileData.get_symbol_wrapper>Data.get_symbol_wrapper()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.has_base_setting title=vectorbtpro.data.custom.file.FileData.has_base_setting>Data.has_base_setting()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.has_base_settings title=vectorbtpro.data.custom.file.FileData.has_base_settings>Data.has_base_settings()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.has_key_dict title=vectorbtpro.data.custom.file.FileData.has_key_dict>Data.has_key_dict()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.indexing_func title=vectorbtpro.data.custom.file.FileData.indexing_func>Data.indexing_func()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.invert title=vectorbtpro.data.custom.file.FileData.invert>Data.invert()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.invert_data title=vectorbtpro.data.custom.file.FileData.invert_data>Data.invert_data()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.items title=vectorbtpro.data.custom.file.FileData.items>Data.items()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.merge title=vectorbtpro.data.custom.file.FileData.merge>Data.merge()</a></li> <li><a href=../../../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.modify_state title=vectorbtpro.data.custom.file.FileData.modify_state>Data.modify_state()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.override_feature_config_doc title=vectorbtpro.data.custom.file.FileData.override_feature_config_doc>Data.override_feature_config_doc()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.plot title=vectorbtpro.data.custom.file.FileData.plot>Data.plot()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.prepare_dt title=vectorbtpro.data.custom.file.FileData.prepare_dt>Data.prepare_dt()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.prepare_dt_column title=vectorbtpro.data.custom.file.FileData.prepare_dt_column>Data.prepare_dt_column()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.prepare_dt_index title=vectorbtpro.data.custom.file.FileData.prepare_dt_index>Data.prepare_dt_index()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.prepare_tzaware_index title=vectorbtpro.data.custom.file.FileData.prepare_tzaware_index>Data.prepare_tzaware_index()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.realign title=vectorbtpro.data.custom.file.FileData.realign>Data.realign()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.remove title=vectorbtpro.data.custom.file.FileData.remove>Data.remove()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.remove_columns title=vectorbtpro.data.custom.file.FileData.remove_columns>Data.remove_columns()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.remove_features title=vectorbtpro.data.custom.file.FileData.remove_features>Data.remove_features()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.remove_keys title=vectorbtpro.data.custom.file.FileData.remove_keys>Data.remove_keys()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.remove_symbols title=vectorbtpro.data.custom.file.FileData.remove_symbols>Data.remove_symbols()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.rename title=vectorbtpro.data.custom.file.FileData.rename>Data.rename()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.rename_columns title=vectorbtpro.data.custom.file.FileData.rename_columns>Data.rename_columns()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.rename_features title=vectorbtpro.data.custom.file.FileData.rename_features>Data.rename_features()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.rename_in_dict title=vectorbtpro.data.custom.file.FileData.rename_in_dict>Data.rename_in_dict()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.rename_keys title=vectorbtpro.data.custom.file.FileData.rename_keys>Data.rename_keys()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.rename_symbols title=vectorbtpro.data.custom.file.FileData.rename_symbols>Data.rename_symbols()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.replace title=vectorbtpro.data.custom.file.FileData.replace>Data.replace()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.resample title=vectorbtpro.data.custom.file.FileData.resample>Data.resample()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.resolve_base_setting title=vectorbtpro.data.custom.file.FileData.resolve_base_setting>Data.resolve_base_setting()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.resolve_columns title=vectorbtpro.data.custom.file.FileData.resolve_columns>Data.resolve_columns()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.resolve_features title=vectorbtpro.data.custom.file.FileData.resolve_features>Data.resolve_features()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.resolve_key_arg title=vectorbtpro.data.custom.file.FileData.resolve_key_arg>Data.resolve_key_arg()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.resolve_keys title=vectorbtpro.data.custom.file.FileData.resolve_keys>Data.resolve_keys()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.resolve_symbols title=vectorbtpro.data.custom.file.FileData.resolve_symbols>Data.resolve_symbols()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.row_stack title=vectorbtpro.data.custom.file.FileData.row_stack>Data.row_stack()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.run title=vectorbtpro.data.custom.file.FileData.run>Data.run()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.select title=vectorbtpro.data.custom.file.FileData.select>Data.select()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.select_classes title=vectorbtpro.data.custom.file.FileData.select_classes>Data.select_classes()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.select_columns title=vectorbtpro.data.custom.file.FileData.select_columns>Data.select_columns()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.select_delisted title=vectorbtpro.data.custom.file.FileData.select_delisted>Data.select_delisted()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.select_feature_from_dict title=vectorbtpro.data.custom.file.FileData.select_feature_from_dict>Data.select_feature_from_dict()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.BaseDataMixin.select_feature_idxs title=vectorbtpro.data.custom.file.FileData.select_feature_idxs>Data.select_feature_idxs()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.select_feature_kwargs title=vectorbtpro.data.custom.file.FileData.select_feature_kwargs>Data.select_feature_kwargs()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.select_fetch_kwargs title=vectorbtpro.data.custom.file.FileData.select_fetch_kwargs>Data.select_fetch_kwargs()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.select_from_dict title=vectorbtpro.data.custom.file.FileData.select_from_dict>Data.select_from_dict()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.select_key_from_dict title=vectorbtpro.data.custom.file.FileData.select_key_from_dict>Data.select_key_from_dict()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.select_key_kwargs title=vectorbtpro.data.custom.file.FileData.select_key_kwargs>Data.select_key_kwargs()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.select_keys title=vectorbtpro.data.custom.file.FileData.select_keys>Data.select_keys()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.select_last_index title=vectorbtpro.data.custom.file.FileData.select_last_index>Data.select_last_index()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.select_returned_kwargs title=vectorbtpro.data.custom.file.FileData.select_returned_kwargs>Data.select_returned_kwargs()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.select_run_func_args title=vectorbtpro.data.custom.file.FileData.select_run_func_args>Data.select_run_func_args()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.select_run_func_kwargs title=vectorbtpro.data.custom.file.FileData.select_run_func_kwargs>Data.select_run_func_kwargs()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.select_symbol_from_dict title=vectorbtpro.data.custom.file.FileData.select_symbol_from_dict>Data.select_symbol_from_dict()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.BaseDataMixin.select_symbol_idxs title=vectorbtpro.data.custom.file.FileData.select_symbol_idxs>Data.select_symbol_idxs()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.select_symbol_kwargs title=vectorbtpro.data.custom.file.FileData.select_symbol_kwargs>Data.select_symbol_kwargs()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.set_base_settings title=vectorbtpro.data.custom.file.FileData.set_base_settings>Data.set_base_settings()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.sql title=vectorbtpro.data.custom.file.FileData.sql>Data.sql()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.switch_class title=vectorbtpro.data.custom.file.FileData.switch_class>Data.switch_class()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.to_csv title=vectorbtpro.data.custom.file.FileData.to_csv>Data.to_csv()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.to_duckdb title=vectorbtpro.data.custom.file.FileData.to_duckdb>Data.to_duckdb()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.to_feather title=vectorbtpro.data.custom.file.FileData.to_feather>Data.to_feather()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.to_feature_oriented title=vectorbtpro.data.custom.file.FileData.to_feature_oriented>Data.to_feature_oriented()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.to_hdf title=vectorbtpro.data.custom.file.FileData.to_hdf>Data.to_hdf()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.to_parquet title=vectorbtpro.data.custom.file.FileData.to_parquet>Data.to_parquet()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.to_sql title=vectorbtpro.data.custom.file.FileData.to_sql>Data.to_sql()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.to_symbol_oriented title=vectorbtpro.data.custom.file.FileData.to_symbol_oriented>Data.to_symbol_oriented()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.transform title=vectorbtpro.data.custom.file.FileData.transform>Data.transform()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.try_fetch_feature title=vectorbtpro.data.custom.file.FileData.try_fetch_feature>Data.try_fetch_feature()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.try_fetch_symbol title=vectorbtpro.data.custom.file.FileData.try_fetch_symbol>Data.try_fetch_symbol()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.try_run title=vectorbtpro.data.custom.file.FileData.try_run>Data.try_run()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.try_update_feature title=vectorbtpro.data.custom.file.FileData.try_update_feature>Data.try_update_feature()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.try_update_symbol title=vectorbtpro.data.custom.file.FileData.try_update_symbol>Data.try_update_symbol()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.update title=vectorbtpro.data.custom.file.FileData.update>Data.update()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.update_classes title=vectorbtpro.data.custom.file.FileData.update_classes>Data.update_classes()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.update_fetch_kwargs title=vectorbtpro.data.custom.file.FileData.update_fetch_kwargs>Data.update_fetch_kwargs()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.update_returned_kwargs title=vectorbtpro.data.custom.file.FileData.update_returned_kwargs>Data.update_returned_kwargs()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.use_feature_config_of title=vectorbtpro.data.custom.file.FileData.use_feature_config_of>Data.use_feature_config_of()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.classes title=vectorbtpro.data.custom.file.FileData.classes>FileData.classes</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.OHLCDataMixin.close title=vectorbtpro.data.custom.file.FileData.close>FileData.close</a></li> <li><a href=../../../utils/attr_/index.html#vectorbtpro.utils.attr_.AttrResolverMixin.cls_dir title=vectorbtpro.data.custom.file.FileData.cls_dir>FileData.cls_dir</a></li> <li><a href=../../../base/wrapping/index.html#vectorbtpro.base.wrapping.Wrapping.column_only_select title=vectorbtpro.data.custom.file.FileData.column_only_select>FileData.column_only_select</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.column_type title=vectorbtpro.data.custom.file.FileData.column_type>FileData.column_type</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.columns title=vectorbtpro.data.custom.file.FileData.columns>FileData.columns</a></li> <li><a href=../../../utils/config/index.html#vectorbtpro.utils.config.Configured.config title=vectorbtpro.data.custom.file.FileData.config>FileData.config</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.OHLCDataMixin.daily_log_returns title=vectorbtpro.data.custom.file.FileData.daily_log_returns>FileData.daily_log_returns</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.OHLCDataMixin.daily_returns title=vectorbtpro.data.custom.file.FileData.daily_returns>FileData.daily_returns</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.data title=vectorbtpro.data.custom.file.FileData.data>FileData.data</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.delisted title=vectorbtpro.data.custom.file.FileData.delisted>FileData.delisted</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.dict_type title=vectorbtpro.data.custom.file.FileData.dict_type>FileData.dict_type</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.OHLCDataMixin.drawdowns title=vectorbtpro.data.custom.file.FileData.drawdowns>FileData.drawdowns</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.feature_classes title=vectorbtpro.data.custom.file.FileData.feature_classes>FileData.feature_classes</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.DataWithFeatures.feature_config title=vectorbtpro.data.custom.file.FileData.feature_config>FileData.feature_config</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.feature_oriented title=vectorbtpro.data.custom.file.FileData.feature_oriented>FileData.feature_oriented</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.BaseDataMixin.feature_wrapper title=vectorbtpro.data.custom.file.FileData.feature_wrapper>FileData.feature_wrapper</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.BaseDataMixin.features title=vectorbtpro.data.custom.file.FileData.features>FileData.features</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.fetch_kwargs title=vectorbtpro.data.custom.file.FileData.fetch_kwargs>FileData.fetch_kwargs</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.freq title=vectorbtpro.data.custom.file.FileData.freq>FileData.freq</a></li> <li><a href=../../../base/wrapping/index.html#vectorbtpro.base.wrapping.Wrapping.group_select title=vectorbtpro.data.custom.file.FileData.group_select>FileData.group_select</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.OHLCDataMixin.has_any_ohlc title=vectorbtpro.data.custom.file.FileData.has_any_ohlc>FileData.has_any_ohlc</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.OHLCDataMixin.has_any_ohlcv title=vectorbtpro.data.custom.file.FileData.has_any_ohlcv>FileData.has_any_ohlcv</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.OHLCDataMixin.has_ohlc title=vectorbtpro.data.custom.file.FileData.has_ohlc>FileData.has_ohlc</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.OHLCDataMixin.has_ohlcv title=vectorbtpro.data.custom.file.FileData.has_ohlcv>FileData.has_ohlcv</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.OHLCDataMixin.high title=vectorbtpro.data.custom.file.FileData.high>FileData.high</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.OHLCDataMixin.hlc3 title=vectorbtpro.data.custom.file.FileData.hlc3>FileData.hlc3</a></li> <li><a href=../../../base/indexing/index.html#vectorbtpro.base.indexing.PandasIndexer.iloc title=vectorbtpro.data.custom.file.FileData.iloc>FileData.iloc</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.index title=vectorbtpro.data.custom.file.FileData.index>FileData.index</a></li> <li><a href=../../../base/indexing/index.html#vectorbtpro.base.indexing.PandasIndexer.indexing_kwargs title=vectorbtpro.data.custom.file.FileData.indexing_kwargs>FileData.indexing_kwargs</a></li> <li><a href=../file/index.html#vectorbtpro.data.custom.file.FileData.is_dir_match title=vectorbtpro.data.custom.file.FileData.is_dir_match>FileData.is_dir_match()</a></li> <li><a href=../file/index.html#vectorbtpro.data.custom.file.FileData.is_file_match title=vectorbtpro.data.custom.file.FileData.is_file_match>FileData.is_file_match()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.key_index title=vectorbtpro.data.custom.file.FileData.key_index>FileData.key_index</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.key_wrapper title=vectorbtpro.data.custom.file.FileData.key_wrapper>FileData.key_wrapper</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.keys title=vectorbtpro.data.custom.file.FileData.keys>FileData.keys</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.last_index title=vectorbtpro.data.custom.file.FileData.last_index>FileData.last_index</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.level_name title=vectorbtpro.data.custom.file.FileData.level_name>FileData.level_name</a></li> <li><a href=../file/index.html#vectorbtpro.data.custom.file.FileData.list_paths title=vectorbtpro.data.custom.file.FileData.list_paths>FileData.list_paths()</a></li> <li><a href=../../../base/indexing/index.html#vectorbtpro.base.indexing.PandasIndexer.loc title=vectorbtpro.data.custom.file.FileData.loc>FileData.loc</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.OHLCDataMixin.log_returns title=vectorbtpro.data.custom.file.FileData.log_returns>FileData.log_returns</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.OHLCDataMixin.low title=vectorbtpro.data.custom.file.FileData.low>FileData.low</a></li> <li><a href=../file/index.html#vectorbtpro.data.custom.file.FileData.match_path title=vectorbtpro.data.custom.file.FileData.match_path>FileData.match_path()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.missing_columns title=vectorbtpro.data.custom.file.FileData.missing_columns>FileData.missing_columns</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.missing_index title=vectorbtpro.data.custom.file.FileData.missing_index>FileData.missing_index</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.ndim title=vectorbtpro.data.custom.file.FileData.ndim>FileData.ndim</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.OHLCDataMixin.ohlc title=vectorbtpro.data.custom.file.FileData.ohlc>FileData.ohlc</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.OHLCDataMixin.ohlc4 title=vectorbtpro.data.custom.file.FileData.ohlc4>FileData.ohlc4</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.OHLCDataMixin.ohlcv title=vectorbtpro.data.custom.file.FileData.ohlcv>FileData.ohlcv</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.OHLCDataMixin.open title=vectorbtpro.data.custom.file.FileData.open>FileData.open</a></li> <li><a href=../file/index.html#vectorbtpro.data.custom.file.FileData.path_to_key title=vectorbtpro.data.custom.file.FileData.path_to_key>FileData.path_to_key()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.plots_defaults title=vectorbtpro.data.custom.file.FileData.plots_defaults>FileData.plots_defaults</a></li> <li><a href=../file/index.html#vectorbtpro.data.custom.file.FileData.pull title=vectorbtpro.data.custom.file.FileData.pull>FileData.pull()</a></li> <li><a href=../../../base/wrapping/index.html#vectorbtpro.base.wrapping.Wrapping.range_only_select title=vectorbtpro.data.custom.file.FileData.range_only_select>FileData.range_only_select</a></li> <li><a href=../../../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.rec_state title=vectorbtpro.data.custom.file.FileData.rec_state>FileData.rec_state</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.resolve_keys_meta title=vectorbtpro.data.custom.file.FileData.resolve_keys_meta>FileData.resolve_keys_meta()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.returned_kwargs title=vectorbtpro.data.custom.file.FileData.returned_kwargs>FileData.returned_kwargs</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.OHLCDataMixin.returns title=vectorbtpro.data.custom.file.FileData.returns>FileData.returns</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.OHLCDataMixin.returns_acc title=vectorbtpro.data.custom.file.FileData.returns_acc>FileData.returns_acc</a></li> <li><a href=../../../utils/attr_/index.html#vectorbtpro.utils.attr_.AttrResolverMixin.self_aliases title=vectorbtpro.data.custom.file.FileData.self_aliases>FileData.self_aliases</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.shape title=vectorbtpro.data.custom.file.FileData.shape>FileData.shape</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.shape_2d title=vectorbtpro.data.custom.file.FileData.shape_2d>FileData.shape_2d</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.single_feature title=vectorbtpro.data.custom.file.FileData.single_feature>FileData.single_feature</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.single_key title=vectorbtpro.data.custom.file.FileData.single_key>FileData.single_key</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.single_symbol title=vectorbtpro.data.custom.file.FileData.single_symbol>FileData.single_symbol</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.stats_defaults title=vectorbtpro.data.custom.file.FileData.stats_defaults>FileData.stats_defaults</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.symbol_classes title=vectorbtpro.data.custom.file.FileData.symbol_classes>FileData.symbol_classes</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.symbol_oriented title=vectorbtpro.data.custom.file.FileData.symbol_oriented>FileData.symbol_oriented</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.BaseDataMixin.symbol_wrapper title=vectorbtpro.data.custom.file.FileData.symbol_wrapper>FileData.symbol_wrapper</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.BaseDataMixin.symbols title=vectorbtpro.data.custom.file.FileData.symbols>FileData.symbols</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.OHLCDataMixin.trade_count title=vectorbtpro.data.custom.file.FileData.trade_count>FileData.trade_count</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.tz_convert title=vectorbtpro.data.custom.file.FileData.tz_convert>FileData.tz_convert</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.Data.tz_localize title=vectorbtpro.data.custom.file.FileData.tz_localize>FileData.tz_localize</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.OHLCDataMixin.volume title=vectorbtpro.data.custom.file.FileData.volume>FileData.volume</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.OHLCDataMixin.vwap title=vectorbtpro.data.custom.file.FileData.vwap>FileData.vwap</a></li> <li><a href=../../../base/wrapping/index.html#vectorbtpro.base.wrapping.Wrapping.wrapper title=vectorbtpro.data.custom.file.FileData.wrapper>FileData.wrapper</a></li> <li><a href=../../../base/indexing/index.html#vectorbtpro.base.indexing.ExtPandasIndexer.xloc title=vectorbtpro.data.custom.file.FileData.xloc>FileData.xloc</a></li> <li><a href=../../../utils/config/index.html#vectorbtpro.utils.config.HasSettings.get_path_setting title=vectorbtpro.data.custom.file.FileData.get_path_setting>HasSettings.get_path_setting()</a></li> <li><a href=../../../utils/config/index.html#vectorbtpro.utils.config.HasSettings.get_path_settings title=vectorbtpro.data.custom.file.FileData.get_path_settings>HasSettings.get_path_settings()</a></li> <li><a href=../../../utils/config/index.html#vectorbtpro.utils.config.HasSettings.get_setting title=vectorbtpro.data.custom.file.FileData.get_setting>HasSettings.get_setting()</a></li> <li><a href=../../../utils/config/index.html#vectorbtpro.utils.config.HasSettings.get_settings title=vectorbtpro.data.custom.file.FileData.get_settings>HasSettings.get_settings()</a></li> <li><a href=../../../utils/config/index.html#vectorbtpro.utils.config.HasSettings.has_path_setting title=vectorbtpro.data.custom.file.FileData.has_path_setting>HasSettings.has_path_setting()</a></li> <li><a href=../../../utils/config/index.html#vectorbtpro.utils.config.HasSettings.has_path_settings title=vectorbtpro.data.custom.file.FileData.has_path_settings>HasSettings.has_path_settings()</a></li> <li><a href=../../../utils/config/index.html#vectorbtpro.utils.config.HasSettings.has_setting title=vectorbtpro.data.custom.file.FileData.has_setting>HasSettings.has_setting()</a></li> <li><a href=../../../utils/config/index.html#vectorbtpro.utils.config.HasSettings.has_settings title=vectorbtpro.data.custom.file.FileData.has_settings>HasSettings.has_settings()</a></li> <li><a href=../../../utils/config/index.html#vectorbtpro.utils.config.HasSettings.reset_settings title=vectorbtpro.data.custom.file.FileData.reset_settings>HasSettings.reset_settings()</a></li> <li><a href=../../../utils/config/index.html#vectorbtpro.utils.config.HasSettings.resolve_setting title=vectorbtpro.data.custom.file.FileData.resolve_setting>HasSettings.resolve_setting()</a></li> <li><a href=../../../utils/config/index.html#vectorbtpro.utils.config.HasSettings.resolve_settings_paths title=vectorbtpro.data.custom.file.FileData.resolve_settings_paths>HasSettings.resolve_settings_paths()</a></li> <li><a href=../../../utils/config/index.html#vectorbtpro.utils.config.HasSettings.set_settings title=vectorbtpro.data.custom.file.FileData.set_settings>HasSettings.set_settings()</a></li> <li><a href=../../../base/indexes/index.html#vectorbtpro.base.indexes.IndexApplier.add_levels title=vectorbtpro.data.custom.file.FileData.add_levels>IndexApplier.add_levels()</a></li> <li><a href=../../../base/indexes/index.html#vectorbtpro.base.indexes.IndexApplier.drop_duplicate_levels title=vectorbtpro.data.custom.file.FileData.drop_duplicate_levels>IndexApplier.drop_duplicate_levels()</a></li> <li><a href=../../../base/indexes/index.html#vectorbtpro.base.indexes.IndexApplier.drop_levels title=vectorbtpro.data.custom.file.FileData.drop_levels>IndexApplier.drop_levels()</a></li> <li><a href=../../../base/indexes/index.html#vectorbtpro.base.indexes.IndexApplier.drop_redundant_levels title=vectorbtpro.data.custom.file.FileData.drop_redundant_levels>IndexApplier.drop_redundant_levels()</a></li> <li><a href=../../../base/indexes/index.html#vectorbtpro.base.indexes.IndexApplier.rename_levels title=vectorbtpro.data.custom.file.FileData.rename_levels>IndexApplier.rename_levels()</a></li> <li><a href=../../../base/indexes/index.html#vectorbtpro.base.indexes.IndexApplier.select_levels title=vectorbtpro.data.custom.file.FileData.select_levels>IndexApplier.select_levels()</a></li> <li><a href=../../../base/indexing/index.html#vectorbtpro.base.indexing.IndexingBase.indexing_setter_func title=vectorbtpro.data.custom.file.FileData.indexing_setter_func>IndexingBase.indexing_setter_func()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.OHLCDataMixin.get_daily_log_returns title=vectorbtpro.data.custom.file.FileData.get_daily_log_returns>OHLCDataMixin.get_daily_log_returns()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.OHLCDataMixin.get_daily_returns title=vectorbtpro.data.custom.file.FileData.get_daily_returns>OHLCDataMixin.get_daily_returns()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.OHLCDataMixin.get_drawdowns title=vectorbtpro.data.custom.file.FileData.get_drawdowns>OHLCDataMixin.get_drawdowns()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.OHLCDataMixin.get_log_returns title=vectorbtpro.data.custom.file.FileData.get_log_returns>OHLCDataMixin.get_log_returns()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.OHLCDataMixin.get_returns title=vectorbtpro.data.custom.file.FileData.get_returns>OHLCDataMixin.get_returns()</a></li> <li><a href=../../base/index.html#vectorbtpro.data.base.OHLCDataMixin.get_returns_acc title=vectorbtpro.data.custom.file.FileData.get_returns_acc>OHLCDataMixin.get_returns_acc()</a></li> <li><a href=../../../base/indexing/index.html#vectorbtpro.base.indexing.PandasIndexer.xs title=vectorbtpro.data.custom.file.FileData.xs>PandasIndexer.xs()</a></li> <li><a href=../../../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.decode_config title=vectorbtpro.data.custom.file.FileData.decode_config>Pickleable.decode_config()</a></li> <li><a href=../../../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.decode_config_node title=vectorbtpro.data.custom.file.FileData.decode_config_node>Pickleable.decode_config_node()</a></li> <li><a href=../../../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.dumps title=vectorbtpro.data.custom.file.FileData.dumps>Pickleable.dumps()</a></li> <li><a href=../../../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.encode_config title=vectorbtpro.data.custom.file.FileData.encode_config>Pickleable.encode_config()</a></li> <li><a href=../../../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.encode_config_node title=vectorbtpro.data.custom.file.FileData.encode_config_node>Pickleable.encode_config_node()</a></li> <li><a href=../../../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.file_exists title=vectorbtpro.data.custom.file.FileData.file_exists>Pickleable.file_exists()</a></li> <li><a href=../../../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.getsize title=vectorbtpro.data.custom.file.FileData.getsize>Pickleable.getsize()</a></li> <li><a href=../../../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.load title=vectorbtpro.data.custom.file.FileData.load>Pickleable.load()</a></li> <li><a href=../../../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.loads title=vectorbtpro.data.custom.file.FileData.loads>Pickleable.loads()</a></li> <li><a href=../../../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.resolve_file_path title=vectorbtpro.data.custom.file.FileData.resolve_file_path>Pickleable.resolve_file_path()</a></li> <li><a href=../../../utils/pickling/index.html#vectorbtpro.utils.pickling.Pickleable.save title=vectorbtpro.data.custom.file.FileData.save>Pickleable.save()</a></li> <li><a href=../../../generic/plots_builder/index.html#vectorbtpro.generic.plots_builder.PlotsBuilderMixin.build_subplots_doc title=vectorbtpro.data.custom.file.FileData.build_subplots_doc>PlotsBuilderMixin.build_subplots_doc()</a></li> <li><a href=../../../generic/plots_builder/index.html#vectorbtpro.generic.plots_builder.PlotsBuilderMixin.override_subplots_doc title=vectorbtpro.data.custom.file.FileData.override_subplots_doc>PlotsBuilderMixin.override_subplots_doc()</a></li> <li><a href=../../../generic/plots_builder/index.html#vectorbtpro.generic.plots_builder.PlotsBuilderMixin.plots title=vectorbtpro.data.custom.file.FileData.plots>PlotsBuilderMixin.plots()</a></li> <li><a href=../../../generic/stats_builder/index.html#vectorbtpro.generic.stats_builder.StatsBuilderMixin.build_metrics_doc title=vectorbtpro.data.custom.file.FileData.build_metrics_doc>StatsBuilderMixin.build_metrics_doc()</a></li> <li><a href=../../../generic/stats_builder/index.html#vectorbtpro.generic.stats_builder.StatsBuilderMixin.override_metrics_doc title=vectorbtpro.data.custom.file.FileData.override_metrics_doc>StatsBuilderMixin.override_metrics_doc()</a></li> <li><a href=../../../generic/stats_builder/index.html#vectorbtpro.generic.stats_builder.StatsBuilderMixin.stats title=vectorbtpro.data.custom.file.FileData.stats>StatsBuilderMixin.stats()</a></li> <li><a href=../../../base/indexes/index.html#vectorbtpro.base.indexes.IndexApplier.apply_to_index title=vectorbtpro.data.custom.file.FileData.apply_to_index>Wrapping.apply_to_index()</a></li> <li><a href=../../../utils/params/index.html#vectorbtpro.utils.params.Paramable.as_param title=vectorbtpro.data.custom.file.FileData.as_param>Wrapping.as_param()</a></li> <li><a href=../../../base/wrapping/index.html#vectorbtpro.base.wrapping.Wrapping.regroup title=vectorbtpro.data.custom.file.FileData.regroup>Wrapping.regroup()</a></li> <li><a href=../../../base/wrapping/index.html#vectorbtpro.base.wrapping.Wrapping.resolve_column_stack_kwargs title=vectorbtpro.data.custom.file.FileData.resolve_column_stack_kwargs>Wrapping.resolve_column_stack_kwargs()</a></li> <li><a href=../../../base/wrapping/index.html#vectorbtpro.base.wrapping.Wrapping.resolve_row_stack_kwargs title=vectorbtpro.data.custom.file.FileData.resolve_row_stack_kwargs>Wrapping.resolve_row_stack_kwargs()</a></li> <li><a href=../../../base/wrapping/index.html#vectorbtpro.base.wrapping.Wrapping.resolve_self title=vectorbtpro.data.custom.file.FileData.resolve_self>Wrapping.resolve_self()</a></li> <li><a href=../../../base/wrapping/index.html#vectorbtpro.base.wrapping.Wrapping.resolve_stack_kwargs title=vectorbtpro.data.custom.file.FileData.resolve_stack_kwargs>Wrapping.resolve_stack_kwargs()</a></li> <li><a href=../../../base/wrapping/index.html#vectorbtpro.base.wrapping.Wrapping.select_col title=vectorbtpro.data.custom.file.FileData.select_col>Wrapping.select_col()</a></li> <li><a href=../../../base/wrapping/index.html#vectorbtpro.base.wrapping.Wrapping.select_col_from_obj title=vectorbtpro.data.custom.file.FileData.select_col_from_obj>Wrapping.select_col_from_obj()</a></li> <li><a href=../../../base/wrapping/index.html#vectorbtpro.base.wrapping.Wrapping.split title=vectorbtpro.data.custom.file.FileData.split>Wrapping.split()</a></li> <li><a href=../../../base/wrapping/index.html#vectorbtpro.base.wrapping.Wrapping.split_apply title=vectorbtpro.data.custom.file.FileData.split_apply>Wrapping.split_apply()</a></li> </ul> <hr> <h3 id=vectorbtpro.data.custom.csv.CSVData.fetch_feature>fetch_feature <span class=dobjtype>class method</span><a class=githublink href=https://github.com/drew2323/vbtpro/blob/main/vectorbtpro/data/custom/csv.py#L218-L223 target=_blank title="Jump to source"><span class=twemoji><svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M12 2A10 10 0 0 0 2 12c0 4.42 2.87 8.17 6.84 9.5.5.08.66-.23.66-.5v-1.69c-2.77.6-3.36-1.34-3.36-1.34-.46-1.16-1.11-1.47-1.11-1.47-.91-.62.07-.6.07-.6 1 .07 1.53 1.03 1.53 1.03.87 1.52 2.34 1.07 2.91.83.09-.65.35-1.09.63-1.34-2.22-.25-4.55-1.11-4.55-4.92 0-1.11.38-2 1.03-2.71-.1-.25-.45-1.29.1-2.64 0 0 .84-.27 2.75 1.02.79-.22 1.65-.33 2.5-.33.85 0 1.71.11 2.5.33 1.91-1.29 2.75-1.02 2.75-1.02.55 1.35.2 2.39.1 2.64.65.71 1.03 1.6 1.03 2.71 0 3.82-2.34 4.66-4.57 4.91.36.31.69.92.69 1.85V21c0 .27.16.59.67.5C19.14 20.16 22 16.42 22 12A10 10 0 0 0 12 2Z"/></svg></span></a><a class=headerlink href=#vectorbtpro.data.custom.csv.CSVData.fetch_feature title="Permanent link">&para;</a></h3> <div class="language-python highlight"><pre><span></span><code><span id=__span-1-1><a id=__codelineno-1-1 name=__codelineno-1-1 href=#__codelineno-1-1></a><span class=n>CSVData</span><span class=o>.</span><span class=n>fetch_feature</span><span class=p>(</span>
</span><span id=__span-1-2><a id=__codelineno-1-2 name=__codelineno-1-2 href=#__codelineno-1-2></a> <span class=n>feature</span><span class=p>,</span>
</span><span id=__span-1-3><a id=__codelineno-1-3 name=__codelineno-1-3 href=#__codelineno-1-3></a> <span class=o>**</span><span class=n>kwargs</span>
</span><span id=__span-1-4><a id=__codelineno-1-4 name=__codelineno-1-4 href=#__codelineno-1-4></a><span class=p>)</span>
</span></code></pre></div> <p>Fetch the CSV file of a feature.</p> <p>Uses <a href=index.html#vectorbtpro.data.custom.csv.CSVData.fetch_key title=vectorbtpro.data.custom.csv.CSVData.fetch_key>CSVData.fetch_key()</a>.</p> <hr> <h3 id=vectorbtpro.data.custom.csv.CSVData.fetch_key>fetch_key <span class=dobjtype>class method</span><a class=githublink href=https://github.com/drew2323/vbtpro/blob/main/vectorbtpro/data/custom/csv.py#L63-L216 target=_blank title="Jump to source"><span class=twemoji><svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M12 2A10 10 0 0 0 2 12c0 4.42 2.87 8.17 6.84 9.5.5.08.66-.23.66-.5v-1.69c-2.77.6-3.36-1.34-3.36-1.34-.46-1.16-1.11-1.47-1.11-1.47-.91-.62.07-.6.07-.6 1 .07 1.53 1.03 1.53 1.03.87 1.52 2.34 1.07 2.91.83.09-.65.35-1.09.63-1.34-2.22-.25-4.55-1.11-4.55-4.92 0-1.11.38-2 1.03-2.71-.1-.25-.45-1.29.1-2.64 0 0 .84-.27 2.75 1.02.79-.22 1.65-.33 2.5-.33.85 0 1.71.11 2.5.33 1.91-1.29 2.75-1.02 2.75-1.02.55 1.35.2 2.39.1 2.64.65.71 1.03 1.6 1.03 2.71 0 3.82-2.34 4.66-4.57 4.91.36.31.69.92.69 1.85V21c0 .27.16.59.67.5C19.14 20.16 22 16.42 22 12A10 10 0 0 0 12 2Z"/></svg></span></a><a class=headerlink href=#vectorbtpro.data.custom.csv.CSVData.fetch_key title="Permanent link">&para;</a></h3> <div class="language-python highlight"><pre><span></span><code><span id=__span-2-1><a id=__codelineno-2-1 name=__codelineno-2-1 href=#__codelineno-2-1></a><span class=n>CSVData</span><span class=o>.</span><span class=n>fetch_key</span><span class=p>(</span>
</span><span id=__span-2-2><a id=__codelineno-2-2 name=__codelineno-2-2 href=#__codelineno-2-2></a> <span class=n>key</span><span class=p>,</span>
</span><span id=__span-2-3><a id=__codelineno-2-3 name=__codelineno-2-3 href=#__codelineno-2-3></a> <span class=n>path</span><span class=o>=</span><span class=kc>None</span><span class=p>,</span>
</span><span id=__span-2-4><a id=__codelineno-2-4 name=__codelineno-2-4 href=#__codelineno-2-4></a> <span class=n>start</span><span class=o>=</span><span class=kc>None</span><span class=p>,</span>
</span><span id=__span-2-5><a id=__codelineno-2-5 name=__codelineno-2-5 href=#__codelineno-2-5></a> <span class=n>end</span><span class=o>=</span><span class=kc>None</span><span class=p>,</span>
</span><span id=__span-2-6><a id=__codelineno-2-6 name=__codelineno-2-6 href=#__codelineno-2-6></a> <span class=n>tz</span><span class=o>=</span><span class=kc>None</span><span class=p>,</span>
</span><span id=__span-2-7><a id=__codelineno-2-7 name=__codelineno-2-7 href=#__codelineno-2-7></a> <span class=n>start_row</span><span class=o>=</span><span class=kc>None</span><span class=p>,</span>
</span><span id=__span-2-8><a id=__codelineno-2-8 name=__codelineno-2-8 href=#__codelineno-2-8></a> <span class=n>end_row</span><span class=o>=</span><span class=kc>None</span><span class=p>,</span>
</span><span id=__span-2-9><a id=__codelineno-2-9 name=__codelineno-2-9 href=#__codelineno-2-9></a> <span class=n>header</span><span class=o>=</span><span class=kc>None</span><span class=p>,</span>
</span><span id=__span-2-10><a id=__codelineno-2-10 name=__codelineno-2-10 href=#__codelineno-2-10></a> <span class=n>index_col</span><span class=o>=</span><span class=kc>None</span><span class=p>,</span>
</span><span id=__span-2-11><a id=__codelineno-2-11 name=__codelineno-2-11 href=#__codelineno-2-11></a> <span class=n>parse_dates</span><span class=o>=</span><span class=kc>None</span><span class=p>,</span>
</span><span id=__span-2-12><a id=__codelineno-2-12 name=__codelineno-2-12 href=#__codelineno-2-12></a> <span class=n>chunk_func</span><span class=o>=</span><span class=kc>None</span><span class=p>,</span>
</span><span id=__span-2-13><a id=__codelineno-2-13 name=__codelineno-2-13 href=#__codelineno-2-13></a> <span class=n>squeeze</span><span class=o>=</span><span class=kc>None</span><span class=p>,</span>
</span><span id=__span-2-14><a id=__codelineno-2-14 name=__codelineno-2-14 href=#__codelineno-2-14></a> <span class=o>**</span><span class=n>read_kwargs</span>
</span><span id=__span-2-15><a id=__codelineno-2-15 name=__codelineno-2-15 href=#__codelineno-2-15></a><span class=p>)</span>
</span></code></pre></div> <p>Fetch the CSV file of a feature or symbol.</p> <p><strong>Args</strong></p> <dl> <dt><strong><code>key</code></strong> :&ensp;<code>hashable</code></dt> <dd>Feature or symbol.</dd> <dt><strong><code>path</code></strong> :&ensp;<code>str</code></dt> <dd> <p>Path.</p> <p>If <code>path</code> is None, uses <code>key</code> as the path to the CSV file.</p> </dd> <dt><strong><code>start</code></strong> :&ensp;<code>any</code></dt> <dd> <p>Start datetime.</p> <p>Will use the timezone of the object. See <a href=../../../utils/datetime_/index.html#vectorbtpro.utils.datetime_.to_timestamp title=vectorbtpro.utils.datetime_.to_timestamp>to_timestamp()</a>.</p> </dd> <dt><strong><code>end</code></strong> :&ensp;<code>any</code></dt> <dd> <p>End datetime.</p> <p>Will use the timezone of the object. See <a href=../../../utils/datetime_/index.html#vectorbtpro.utils.datetime_.to_timestamp title=vectorbtpro.utils.datetime_.to_timestamp>to_timestamp()</a>.</p> </dd> <dt><strong><code>tz</code></strong> :&ensp;<code>any</code></dt> <dd> <p>Target timezone.</p> <p>See <a href=../../../utils/datetime_/index.html#vectorbtpro.utils.datetime_.to_timezone title=vectorbtpro.utils.datetime_.to_timezone>to_timezone()</a>.</p> </dd> <dt><strong><code>start_row</code></strong> :&ensp;<code>int</code></dt> <dd> <p>Start row (inclusive).</p> <p>Must exclude header rows.</p> </dd> <dt><strong><code>end_row</code></strong> :&ensp;<code>int</code></dt> <dd> <p>End row (exclusive).</p> <p>Must exclude header rows.</p> </dd> <dt><strong><code>header</code></strong> :&ensp;<code>int</code> or <code>sequence</code> of <code>int</code></dt> <dd>See <code>pd.read_csv</code>.</dd> <dt><strong><code>index_col</code></strong> :&ensp;<code>int</code></dt> <dd> <p>See <code>pd.read_csv</code>.</p> <p>If False, will pass None.</p> </dd> <dt><strong><code>parse_dates</code></strong> :&ensp;<code>bool</code></dt> <dd>See <code>pd.read_csv</code>.</dd> <dt><strong><code>chunk_func</code></strong> :&ensp;<code>callable</code></dt> <dd> <p>Function to select and concatenate chunks from <code>TextFileReader</code>.</p> <p>Gets called only if <code>iterator</code> or <code>chunksize</code> are set.</p> </dd> <dt><strong><code>squeeze</code></strong> :&ensp;<code>int</code></dt> <dd>Whether to squeeze a DataFrame with one column into a Series.</dd> <dt><strong><code>**read_kwargs</code></strong></dt> <dd>Other keyword arguments passed to <code>pd.read_csv</code>.</dd> </dl> <p><code>skiprows</code> and <code>nrows</code> will be automatically calculated based on <code>start_row</code> and <code>end_row</code>.</p> <p>When either <code>start</code> or <code>end</code> is provided, will fetch the entire data first and filter it thereafter.</p> <p>See <a href=https://pandas.pydata.org/docs/reference/api/pandas.read_csv.html>https://pandas.pydata.org/docs/reference/api/pandas.read_csv.html</a> for other arguments.</p> <p>For defaults, see <code>custom.csv</code> in <a href=../../../_settings/index.html#vectorbtpro._settings.data title=vectorbtpro._settings.data>data</a>.</p> <hr> <h3 id=vectorbtpro.data.custom.csv.CSVData.fetch_symbol>fetch_symbol <span class=dobjtype>class method</span><a class=githublink href=https://github.com/drew2323/vbtpro/blob/main/vectorbtpro/data/custom/csv.py#L225-L230 target=_blank title="Jump to source"><span class=twemoji><svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M12 2A10 10 0 0 0 2 12c0 4.42 2.87 8.17 6.84 9.5.5.08.66-.23.66-.5v-1.69c-2.77.6-3.36-1.34-3.36-1.34-.46-1.16-1.11-1.47-1.11-1.47-.91-.62.07-.6.07-.6 1 .07 1.53 1.03 1.53 1.03.87 1.52 2.34 1.07 2.91.83.09-.65.35-1.09.63-1.34-2.22-.25-4.55-1.11-4.55-4.92 0-1.11.38-2 1.03-2.71-.1-.25-.45-1.29.1-2.64 0 0 .84-.27 2.75 1.02.79-.22 1.65-.33 2.5-.33.85 0 1.71.11 2.5.33 1.91-1.29 2.75-1.02 2.75-1.02.55 1.35.2 2.39.1 2.64.65.71 1.03 1.6 1.03 2.71 0 3.82-2.34 4.66-4.57 4.91.36.31.69.92.69 1.85V21c0 .27.16.59.67.5C19.14 20.16 22 16.42 22 12A10 10 0 0 0 12 2Z"/></svg></span></a><a class=headerlink href=#vectorbtpro.data.custom.csv.CSVData.fetch_symbol title="Permanent link">&para;</a></h3> <div class="language-python highlight"><pre><span></span><code><span id=__span-3-1><a id=__codelineno-3-1 name=__codelineno-3-1 href=#__codelineno-3-1></a><span class=n>CSVData</span><span class=o>.</span><span class=n>fetch_symbol</span><span class=p>(</span>
</span><span id=__span-3-2><a id=__codelineno-3-2 name=__codelineno-3-2 href=#__codelineno-3-2></a> <span class=n>symbol</span><span class=p>,</span>
</span><span id=__span-3-3><a id=__codelineno-3-3 name=__codelineno-3-3 href=#__codelineno-3-3></a> <span class=o>**</span><span class=n>kwargs</span>
</span><span id=__span-3-4><a id=__codelineno-3-4 name=__codelineno-3-4 href=#__codelineno-3-4></a><span class=p>)</span>
</span></code></pre></div> <p>Fetch the CSV file of a symbol.</p> <p>Uses <a href=index.html#vectorbtpro.data.custom.csv.CSVData.fetch_key title=vectorbtpro.data.custom.csv.CSVData.fetch_key>CSVData.fetch_key()</a>.</p> <hr> <h3 id=vectorbtpro.data.custom.csv.CSVData.is_csv_file>is_csv_file <span class=dobjtype>class method</span><a class=githublink href=https://github.com/drew2323/vbtpro/blob/main/vectorbtpro/data/custom/csv.py#L29-L38 target=_blank title="Jump to source"><span class=twemoji><svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M12 2A10 10 0 0 0 2 12c0 4.42 2.87 8.17 6.84 9.5.5.08.66-.23.66-.5v-1.69c-2.77.6-3.36-1.34-3.36-1.34-.46-1.16-1.11-1.47-1.11-1.47-.91-.62.07-.6.07-.6 1 .07 1.53 1.03 1.53 1.03.87 1.52 2.34 1.07 2.91.83.09-.65.35-1.09.63-1.34-2.22-.25-4.55-1.11-4.55-4.92 0-1.11.38-2 1.03-2.71-.1-.25-.45-1.29.1-2.64 0 0 .84-.27 2.75 1.02.79-.22 1.65-.33 2.5-.33.85 0 1.71.11 2.5.33 1.91-1.29 2.75-1.02 2.75-1.02.55 1.35.2 2.39.1 2.64.65.71 1.03 1.6 1.03 2.71 0 3.82-2.34 4.66-4.57 4.91.36.31.69.92.69 1.85V21c0 .27.16.59.67.5C19.14 20.16 22 16.42 22 12A10 10 0 0 0 12 2Z"/></svg></span></a><a class=headerlink href=#vectorbtpro.data.custom.csv.CSVData.is_csv_file title="Permanent link">&para;</a></h3> <div class="language-python highlight"><pre><span></span><code><span id=__span-4-1><a id=__codelineno-4-1 name=__codelineno-4-1 href=#__codelineno-4-1></a><span class=n>CSVData</span><span class=o>.</span><span class=n>is_csv_file</span><span class=p>(</span>
</span><span id=__span-4-2><a id=__codelineno-4-2 name=__codelineno-4-2 href=#__codelineno-4-2></a> <span class=n>path</span>
</span><span id=__span-4-3><a id=__codelineno-4-3 name=__codelineno-4-3 href=#__codelineno-4-3></a><span class=p>)</span>
</span></code></pre></div> <p>Return whether the path is a CSV/TSV file.</p> <hr> <h3 id=vectorbtpro.data.custom.csv.CSVData.update_feature>update_feature <span class=dobjtype>method</span><a class=githublink href=https://github.com/drew2323/vbtpro/blob/main/vectorbtpro/data/custom/csv.py#L242-L246 target=_blank title="Jump to source"><span class=twemoji><svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M12 2A10 10 0 0 0 2 12c0 4.42 2.87 8.17 6.84 9.5.5.08.66-.23.66-.5v-1.69c-2.77.6-3.36-1.34-3.36-1.34-.46-1.16-1.11-1.47-1.11-1.47-.91-.62.07-.6.07-.6 1 .07 1.53 1.03 1.53 1.03.87 1.52 2.34 1.07 2.91.83.09-.65.35-1.09.63-1.34-2.22-.25-4.55-1.11-4.55-4.92 0-1.11.38-2 1.03-2.71-.1-.25-.45-1.29.1-2.64 0 0 .84-.27 2.75 1.02.79-.22 1.65-.33 2.5-.33.85 0 1.71.11 2.5.33 1.91-1.29 2.75-1.02 2.75-1.02.55 1.35.2 2.39.1 2.64.65.71 1.03 1.6 1.03 2.71 0 3.82-2.34 4.66-4.57 4.91.36.31.69.92.69 1.85V21c0 .27.16.59.67.5C19.14 20.16 22 16.42 22 12A10 10 0 0 0 12 2Z"/></svg></span></a><a class=headerlink href=#vectorbtpro.data.custom.csv.CSVData.update_feature title="Permanent link">&para;</a></h3> <div class="language-python highlight"><pre><span></span><code><span id=__span-5-1><a id=__codelineno-5-1 name=__codelineno-5-1 href=#__codelineno-5-1></a><span class=n>CSVData</span><span class=o>.</span><span class=n>update_feature</span><span class=p>(</span>
</span><span id=__span-5-2><a id=__codelineno-5-2 name=__codelineno-5-2 href=#__codelineno-5-2></a> <span class=n>feature</span><span class=p>,</span>
</span><span id=__span-5-3><a id=__codelineno-5-3 name=__codelineno-5-3 href=#__codelineno-5-3></a> <span class=o>**</span><span class=n>kwargs</span>
</span><span id=__span-5-4><a id=__codelineno-5-4 name=__codelineno-5-4 href=#__codelineno-5-4></a><span class=p>)</span>
</span></code></pre></div> <p>Update data of a feature.</p> <p>Uses <a href=index.html#vectorbtpro.data.custom.csv.CSVData.update_key title=vectorbtpro.data.custom.csv.CSVData.update_key>CSVData.update_key()</a> with <code>key_is_feature=True</code>.</p> <hr> <h3 id=vectorbtpro.data.custom.csv.CSVData.update_key>update_key <span class=dobjtype>method</span><a class=githublink href=https://github.com/drew2323/vbtpro/blob/main/vectorbtpro/data/custom/csv.py#L232-L240 target=_blank title="Jump to source"><span class=twemoji><svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M12 2A10 10 0 0 0 2 12c0 4.42 2.87 8.17 6.84 9.5.5.08.66-.23.66-.5v-1.69c-2.77.6-3.36-1.34-3.36-1.34-.46-1.16-1.11-1.47-1.11-1.47-.91-.62.07-.6.07-.6 1 .07 1.53 1.03 1.53 1.03.87 1.52 2.34 1.07 2.91.83.09-.65.35-1.09.63-1.34-2.22-.25-4.55-1.11-4.55-4.92 0-1.11.38-2 1.03-2.71-.1-.25-.45-1.29.1-2.64 0 0 .84-.27 2.75 1.02.79-.22 1.65-.33 2.5-.33.85 0 1.71.11 2.5.33 1.91-1.29 2.75-1.02 2.75-1.02.55 1.35.2 2.39.1 2.64.65.71 1.03 1.6 1.03 2.71 0 3.82-2.34 4.66-4.57 4.91.36.31.69.92.69 1.85V21c0 .27.16.59.67.5C19.14 20.16 22 16.42 22 12A10 10 0 0 0 12 2Z"/></svg></span></a><a class=headerlink href=#vectorbtpro.data.custom.csv.CSVData.update_key title="Permanent link">&para;</a></h3> <div class="language-python highlight"><pre><span></span><code><span id=__span-6-1><a id=__codelineno-6-1 name=__codelineno-6-1 href=#__codelineno-6-1></a><span class=n>CSVData</span><span class=o>.</span><span class=n>update_key</span><span class=p>(</span>
</span><span id=__span-6-2><a id=__codelineno-6-2 name=__codelineno-6-2 href=#__codelineno-6-2></a> <span class=n>key</span><span class=p>,</span>
</span><span id=__span-6-3><a id=__codelineno-6-3 name=__codelineno-6-3 href=#__codelineno-6-3></a> <span class=n>key_is_feature</span><span class=o>=</span><span class=kc>False</span><span class=p>,</span>
</span><span id=__span-6-4><a id=__codelineno-6-4 name=__codelineno-6-4 href=#__codelineno-6-4></a> <span class=o>**</span><span class=n>kwargs</span>
</span><span id=__span-6-5><a id=__codelineno-6-5 name=__codelineno-6-5 href=#__codelineno-6-5></a><span class=p>)</span>
</span></code></pre></div> <p>Update data of a feature or symbol.</p> <hr> <h3 id=vectorbtpro.data.custom.csv.CSVData.update_symbol>update_symbol <span class=dobjtype>method</span><a class=githublink href=https://github.com/drew2323/vbtpro/blob/main/vectorbtpro/data/custom/csv.py#L248-L252 target=_blank title="Jump to source"><span class=twemoji><svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M12 2A10 10 0 0 0 2 12c0 4.42 2.87 8.17 6.84 9.5.5.08.66-.23.66-.5v-1.69c-2.77.6-3.36-1.34-3.36-1.34-.46-1.16-1.11-1.47-1.11-1.47-.91-.62.07-.6.07-.6 1 .07 1.53 1.03 1.53 1.03.87 1.52 2.34 1.07 2.91.83.09-.65.35-1.09.63-1.34-2.22-.25-4.55-1.11-4.55-4.92 0-1.11.38-2 1.03-2.71-.1-.25-.45-1.29.1-2.64 0 0 .84-.27 2.75 1.02.79-.22 1.65-.33 2.5-.33.85 0 1.71.11 2.5.33 1.91-1.29 2.75-1.02 2.75-1.02.55 1.35.2 2.39.1 2.64.65.71 1.03 1.6 1.03 2.71 0 3.82-2.34 4.66-4.57 4.91.36.31.69.92.69 1.85V21c0 .27.16.59.67.5C19.14 20.16 22 16.42 22 12A10 10 0 0 0 12 2Z"/></svg></span></a><a class=headerlink href=#vectorbtpro.data.custom.csv.CSVData.update_symbol title="Permanent link">&para;</a></h3> <div class="language-python highlight"><pre><span></span><code><span id=__span-7-1><a id=__codelineno-7-1 name=__codelineno-7-1 href=#__codelineno-7-1></a><span class=n>CSVData</span><span class=o>.</span><span class=n>update_symbol</span><span class=p>(</span>
</span><span id=__span-7-2><a id=__codelineno-7-2 name=__codelineno-7-2 href=#__codelineno-7-2></a> <span class=n>symbol</span><span class=p>,</span>
</span><span id=__span-7-3><a id=__codelineno-7-3 name=__codelineno-7-3 href=#__codelineno-7-3></a> <span class=o>**</span><span class=n>kwargs</span>
</span><span id=__span-7-4><a id=__codelineno-7-4 name=__codelineno-7-4 href=#__codelineno-7-4></a><span class=p>)</span>
</span></code></pre></div> <p>Update data for a symbol.</p> <p>Uses <a href=index.html#vectorbtpro.data.custom.csv.CSVData.update_key title=vectorbtpro.data.custom.csv.CSVData.update_key>CSVData.update_key()</a> with <code>key_is_feature=False</code>.</p> </article> </div> <script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script> </div> <button type=button class="md-top md-icon" data-md-component=top hidden> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8v12Z"/></svg> Back to top </button> </main> <footer class=md-footer> <nav class="md-footer__inner md-grid" aria-label=Footer> <a href=../ccxt/index.html class="md-footer__link md-footer__link--prev" aria-label="Previous: ccxt"> <div class="md-footer__button md-icon"> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11h12Z"/></svg> </div> <div class=md-footer__title> <span class=md-footer__direction> Previous </span> <div class=md-ellipsis> ccxt </div> </div> </a> <a href=../custom/index.html class="md-footer__link md-footer__link--next" aria-label="Next: custom"> <div class=md-footer__title> <span class=md-footer__direction> Next </span> <div class=md-ellipsis> custom </div> </div> <div class="md-footer__button md-icon"> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M4 11v2h12l-5.5 5.5 1.42 1.42L19.84 12l-7.92-7.92L10.5 5.5 16 11H4Z"/></svg> </div> </a> </nav> <div class="md-footer-meta md-typeset"> <div class="md-footer-meta__inner md-grid"> <div class=md-copyright> <div class=md-copyright__highlight> Copyright &copy; 2021-2024 Oleg Polakow. 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