commit 11f937518099af07f17b47513681847e7a5b7c3a Author: Michael Zhang Date: Sat Mar 18 18:42:45 2023 -0500 initial diff --git a/.envrc b/.envrc new file mode 100644 index 0000000..3550a30 --- /dev/null +++ b/.envrc @@ -0,0 +1 @@ +use flake diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..d68b820 --- /dev/null +++ b/.gitignore @@ -0,0 +1,3 @@ +.direnv +watch-data +.ipynb_checkpoints diff --git a/Untitled.ipynb b/Untitled.ipynb new file mode 100644 index 0000000..979ea6e --- /dev/null +++ b/Untitled.ipynb @@ -0,0 +1,94 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 34, + "id": "067b9e86-c8f2-41c6-9f3c-3df26976962a", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "15:03:00 1:47:00\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 34, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "PATH = \"watch-data/SLEEP/SLEEP_1679159561556.csv\"\n", + "import pandas as pd\n", + "import seaborn as sns\n", + "import datetime\n", + "fmtdelta = lambda td: str(datetime.timedelta(minutes = int(td)))\n", + "\n", + "df = pd.read_csv(PATH, escapechar='\\\\', parse_dates=['start', 'stop', 'date'])\n", + "df['sleep_time'] = df['deepSleepTime'] + df['shallowSleepTime'] + df['REMTime']\n", + "df = df[df.sleep_time > 0]\n", + "print(fmtdelta(df.sleep_time.max()), fmtdelta(df.sleep_time.min()))\n", + "sns.lineplot(df, x = 'date', y = 'sleep_time')" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "918c73b9-1036-41a6-89cb-21a741ba7bea", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "('2:24:30.397921', '6:15:56.393443')" + ] + }, + "execution_count": 31, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "fmtdelta(df.sleep_time.std()), fmtdelta(df.sleep_time.mean())" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.10" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/flake.lock b/flake.lock new file mode 100644 index 0000000..42b7851 --- /dev/null +++ b/flake.lock @@ -0,0 +1,94 @@ +{ + "nodes": { + "fenix": { + "inputs": { + "nixpkgs": "nixpkgs", + "rust-analyzer-src": "rust-analyzer-src" + }, + "locked": { + "lastModified": 1679120542, + "narHash": "sha256-NqulL85Yk/5fF7Tw3CIN8E6Xf6c6u36r1yXo4rbjS74=", + "owner": "nix-community", + "repo": "fenix", + "rev": "e9afa9455d7a6505d7d13fe8e038e430bbf149d0", + "type": "github" + }, + "original": { + "owner": "nix-community", + "repo": "fenix", + "type": "github" + } + }, + "flake-utils": { + "locked": { + "lastModified": 1678901627, + "narHash": "sha256-U02riOqrKKzwjsxc/400XnElV+UtPUQWpANPlyazjH0=", + "owner": "numtide", + "repo": "flake-utils", + "rev": "93a2b84fc4b70d9e089d029deacc3583435c2ed6", + "type": "github" + }, + "original": { + "id": "flake-utils", + "type": "indirect" + } + }, + "nixpkgs": { + "locked": { + "lastModified": 1678898370, + "narHash": "sha256-xTICr1j+uat5hk9FyuPOFGxpWHdJRibwZC+ATi0RbtE=", + "owner": "nixos", + "repo": "nixpkgs", + "rev": "ac718d02867a84b42522a0ece52d841188208f2c", + "type": "github" + }, + "original": { + "owner": "nixos", + "ref": "nixos-unstable", + "repo": "nixpkgs", + "type": "github" + } + }, + "nixpkgs_2": { + "locked": { + "lastModified": 1679179812, + "narHash": "sha256-TJsTvvHw2ksS5WBdtnHr768ByKO0pe6B3mxYtDpsZmY=", + "owner": "nixos", + "repo": "nixpkgs", + "rev": "f967d005f762bc209ba6d2c36d985d71edb136a5", + "type": "github" + }, + "original": { + "owner": "nixos", + "repo": "nixpkgs", + "type": "github" + } + }, + "root": { + "inputs": { + "fenix": "fenix", + "flake-utils": "flake-utils", + "nixpkgs": "nixpkgs_2" + } + }, + "rust-analyzer-src": { + "flake": false, + "locked": { + "lastModified": 1678888936, + "narHash": "sha256-xs5tbRf0k1RA9li0rM7k1ar0sG5DHp9+rpAP7sjhsNw=", + "owner": "rust-lang", + "repo": "rust-analyzer", + "rev": "924d277f32b53219fcaa03226c17b485a081ed16", + "type": "github" + }, + "original": { + "owner": "rust-lang", + "ref": "nightly", + "repo": "rust-analyzer", + "type": "github" + } + } + }, + "root": "root", + "version": 7 +} diff --git a/flake.nix b/flake.nix new file mode 100644 index 0000000..a8eb724 --- /dev/null +++ b/flake.nix @@ -0,0 +1,39 @@ +{ + inputs = { + fenix.url = "github:nix-community/fenix"; + nixpkgs.url = "github:nixos/nixpkgs"; + }; + + outputs = { self, nixpkgs, flake-utils, fenix }: + flake-utils.lib.eachDefaultSystem (system: + let + pkgs = import nixpkgs { + inherit system; + overlays = [ fenix.overlays.default ]; + }; + + toolchain = pkgs.fenix.stable; + in rec { + devShell = pkgs.mkShell { + packages = (with pkgs; [ + cargo-deny + cargo-edit + cargo-expand + cargo-flamegraph + cargo-watch + + (python310.withPackages + (p: with p; [ jupyterlab pandas seaborn numpy scipy sympy ])) + ]) ++ (with toolchain; [ + cargo + rustc + clippy + + # Get the nightly version of rustfmt so we can wrap comments + pkgs.fenix.default.rustfmt + ]); + + CARGO_UNSTABLE_SPARSE_REGISTRY = "true"; + }; + }); +}