From ed9d5d01a2a0e8dae200fde6b92bcc3d09726be8 Mon Sep 17 00:00:00 2001
From: Palash Tyagi <23239946+Magnus167@users.noreply.github.com>
Date: Tue, 15 Apr 2025 19:33:29 +0100
Subject: [PATCH] update notebook
---
notebooks/funcwise/basic-utils.ipynb | 2406 +++++++++++++++++++++++++-
1 file changed, 2372 insertions(+), 34 deletions(-)
diff --git a/notebooks/funcwise/basic-utils.ipynb b/notebooks/funcwise/basic-utils.ipynb
index 4c59589..86a7e84 100644
--- a/notebooks/funcwise/basic-utils.ipynb
+++ b/notebooks/funcwise/basic-utils.ipynb
@@ -2,11 +2,29 @@
"cells": [
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 1,
"metadata": {},
- "outputs": [],
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "\u001b[2mUsing Python 3.12.4 environment at: E:\\Work\\ruzt\\msyrs\\.venv\u001b[0m\n",
+ "\u001b[2mResolved \u001b[1m34 packages\u001b[0m \u001b[2min 113ms\u001b[0m\u001b[0m\n",
+ " \u001b[36m\u001b[1mBuilding\u001b[0m\u001b[39m msyrs\u001b[2m @ file:///E:/Work/ruzt/msyrs\u001b[0m\n",
+ " \u001b[32m\u001b[1mBuilt\u001b[0m\u001b[39m msyrs\u001b[2m @ file:///E:/Work/ruzt/msyrs\u001b[0m\n",
+ "\u001b[2mPrepared \u001b[1m1 package\u001b[0m \u001b[2min 15.07s\u001b[0m\u001b[0m\n",
+ "\u001b[2mUninstalled \u001b[1m1 package\u001b[0m \u001b[2min 6ms\u001b[0m\u001b[0m\n",
+ "\u001b[1m\u001b[33mwarning\u001b[39m\u001b[0m\u001b[1m:\u001b[0m \u001b[1mFailed to hardlink files; falling back to full copy. This may lead to degraded performance.\n",
+ " If the cache and target directories are on different filesystems, hardlinking may not be supported.\n",
+ " If this is intentional, set `export UV_LINK_MODE=copy` or use `--link-mode=copy` to suppress this warning.\u001b[0m\n",
+ "\u001b[2mInstalled \u001b[1m1 package\u001b[0m \u001b[2min 26ms\u001b[0m\u001b[0m\n",
+ " \u001b[33m~\u001b[39m \u001b[1mmsyrs\u001b[0m\u001b[2m==0.0.1 (from file:///E:/Work/ruzt/msyrs)\u001b[0m\n"
+ ]
+ }
+ ],
"source": [
- "# ! uv pip install E:\\Work\\ruzt\\msyrs --upgrade"
+ "! uv pip install E:\\Work\\ruzt\\msyrs --upgrade"
]
},
{
@@ -25,7 +43,7 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
@@ -48,7 +66,7 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
@@ -57,7 +75,7 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
@@ -69,7 +87,7 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
@@ -80,9 +98,48 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 6,
"metadata": {},
- "outputs": [],
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Time taken to load qdf: 0.004152774810791016\n"
+ ]
+ },
+ {
+ "data": {
+ "text/html": [
+ "
\n",
+ "
shape: (5, 7)real_date | cid | xcat | value | grading | eop_lag | mop_lag |
---|
date | str | str | f64 | f64 | i64 | i64 |
2010-03-03 | "USD" | "ADPEMPL_SA_P1M1ML1" | -0.173806 | 3.0 | 3 | 33 |
2010-03-04 | "USD" | "ADPEMPL_SA_P1M1ML1" | -0.173806 | 3.0 | 4 | 34 |
2010-03-05 | "USD" | "ADPEMPL_SA_P1M1ML1" | -0.173806 | 3.0 | 5 | 35 |
2010-03-08 | "USD" | "ADPEMPL_SA_P1M1ML1" | -0.173806 | 3.0 | 8 | 38 |
2010-03-09 | "USD" | "ADPEMPL_SA_P1M1ML1" | -0.173806 | 3.0 | 9 | 39 |
"
+ ],
+ "text/plain": [
+ "shape: (5, 7)\n",
+ "┌────────────┬─────┬────────────────────┬───────────┬─────────┬─────────┬─────────┐\n",
+ "│ real_date ┆ cid ┆ xcat ┆ value ┆ grading ┆ eop_lag ┆ mop_lag │\n",
+ "│ --- ┆ --- ┆ --- ┆ --- ┆ --- ┆ --- ┆ --- │\n",
+ "│ date ┆ str ┆ str ┆ f64 ┆ f64 ┆ i64 ┆ i64 │\n",
+ "╞════════════╪═════╪════════════════════╪═══════════╪═════════╪═════════╪═════════╡\n",
+ "│ 2010-03-03 ┆ USD ┆ ADPEMPL_SA_P1M1ML1 ┆ -0.173806 ┆ 3.0 ┆ 3 ┆ 33 │\n",
+ "│ 2010-03-04 ┆ USD ┆ ADPEMPL_SA_P1M1ML1 ┆ -0.173806 ┆ 3.0 ┆ 4 ┆ 34 │\n",
+ "│ 2010-03-05 ┆ USD ┆ ADPEMPL_SA_P1M1ML1 ┆ -0.173806 ┆ 3.0 ┆ 5 ┆ 35 │\n",
+ "│ 2010-03-08 ┆ USD ┆ ADPEMPL_SA_P1M1ML1 ┆ -0.173806 ┆ 3.0 ┆ 8 ┆ 38 │\n",
+ "│ 2010-03-09 ┆ USD ┆ ADPEMPL_SA_P1M1ML1 ┆ -0.173806 ┆ 3.0 ┆ 9 ┆ 39 │\n",
+ "└────────────┴─────┴────────────────────┴───────────┴─────────┴─────────┴─────────┘"
+ ]
+ },
+ "execution_count": 6,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
"source": [
"dfpath = f\"{DATA_FOLDER_PATH}/data/ADPEMPL_SA_P1M1ML1/USD_ADPEMPL_SA_P1M1ML1.csv\"\n",
"\n",
@@ -94,7 +151,7 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 7,
"metadata": {},
"outputs": [],
"source": [
@@ -120,9 +177,17 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 8,
"metadata": {},
- "outputs": [],
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Time taken to load qdf batch: 1.272113561630249\n"
+ ]
+ }
+ ],
"source": [
"starttime = time.time()\n",
"\n",
@@ -135,18 +200,38 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 9,
"metadata": {},
- "outputs": [],
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "286.9081144332886"
+ ]
+ },
+ "execution_count": 9,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
"source": [
"big_df.estimated_size(\"mb\")"
]
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 10,
"metadata": {},
- "outputs": [],
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Time taken to reduce qdf: 1.104046106338501\n",
+ "99.40825939178467\n"
+ ]
+ }
+ ],
"source": [
"starttime = time.time()\n",
"\n",
@@ -159,7 +244,7 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 11,
"metadata": {},
"outputs": [],
"source": [
@@ -169,9 +254,17 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 12,
"metadata": {},
- "outputs": [],
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Time taken to reduce qdf: 0.3886435031890869\n"
+ ]
+ }
+ ],
"source": [
"eq_xcats = [xc for xc in xcats if xc.startswith(\"EQ\")]\n",
"starttime = time.time()\n",
@@ -185,9 +278,17 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 13,
"metadata": {},
- "outputs": [],
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Time taken to reduce qdf: 0.5512661933898926\n"
+ ]
+ }
+ ],
"source": [
"fx_xcats = [xc for xc in xcats if xc.startswith(\"FX\")]\n",
"\n",
@@ -203,9 +304,17 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 14,
"metadata": {},
- "outputs": [],
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Time taken to update qdf: 0.03021550178527832\n"
+ ]
+ }
+ ],
"source": [
"starttime = time.time()\n",
"\n",
@@ -216,25 +325,71 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 15,
"metadata": {},
- "outputs": [],
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "
shape: (18_088,)bdates |
---|
date |
1971-01-01 |
1971-01-04 |
1971-01-05 |
1971-01-06 |
1971-01-07 |
… |
2040-04-25 |
2040-04-26 |
2040-04-27 |
2040-04-30 |
2040-05-01 |
"
+ ],
+ "text/plain": [
+ "shape: (18_088,)\n",
+ "Series: 'bdates' [date]\n",
+ "[\n",
+ "\t1971-01-01\n",
+ "\t1971-01-04\n",
+ "\t1971-01-05\n",
+ "\t1971-01-06\n",
+ "\t1971-01-07\n",
+ "\t…\n",
+ "\t2040-04-25\n",
+ "\t2040-04-26\n",
+ "\t2040-04-27\n",
+ "\t2040-04-30\n",
+ "\t2040-05-01\n",
+ "]"
+ ]
+ },
+ "execution_count": 15,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
"source": [
"msyrs.utils.get_bdates_series_default_opt(start_date='1971-01-01', end_date='2040-05-01', freq='D')"
]
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 16,
"metadata": {},
- "outputs": [],
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "Date"
+ ]
+ },
+ "execution_count": 16,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
"source": [
"msyrs.utils.get_bdates_series_default_pl(start_date='2000-01-01', end_date='2020-05-01', freq='D').dtype"
]
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 17,
"metadata": {},
"outputs": [],
"source": [
@@ -249,27 +404,2210 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 18,
"metadata": {},
- "outputs": [],
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "{'JPY_FXCRR_NSA': ['2000-01-03',\n",
+ " '2000-01-04',\n",
+ " '2000-01-05',\n",
+ " '2000-01-06',\n",
+ " '2000-01-07',\n",
+ " '2000-01-10',\n",
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+ " '2000-01-21',\n",
+ " '2000-01-24',\n",
+ " '2000-01-25',\n",
+ " '2000-01-26',\n",
+ " '2000-01-27'],\n",
+ " 'INR_EQXR_VT10': ['2000-01-03',\n",
+ " '2000-01-04',\n",
+ " '2000-01-05',\n",
+ " '2000-01-06',\n",
+ " '2000-01-07',\n",
+ " '2000-01-10',\n",
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+ " 'CHF_FXCRR_NSA': ['2000-01-03',\n",
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+ " '2001-10-02',\n",
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+ " '2001-10-09',\n",
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+ " '2001-10-15',\n",
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+ " '2001-10-22',\n",
+ " '2001-10-23',\n",
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+ " '2001-10-25',\n",
+ " '2001-10-26',\n",
+ " '2001-10-29',\n",
+ " '2001-10-30',\n",
+ " '2001-10-31',\n",
+ " '2001-11-01',\n",
+ " '2001-11-02',\n",
+ " '2001-11-05',\n",
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+ " '2001-11-07',\n",
+ " '2001-11-08',\n",
+ " '2001-11-09',\n",
+ " '2001-11-13',\n",
+ " '2001-11-14',\n",
+ " '2001-11-15',\n",
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+ " '2001-11-19',\n",
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+ " '2001-11-21',\n",
+ " '2001-11-23',\n",
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+ " '2001-11-27',\n",
+ " '2001-11-28',\n",
+ " '2001-11-29',\n",
+ " '2001-11-30',\n",
+ " '2001-12-03',\n",
+ " '2001-12-04',\n",
+ " '2001-12-05',\n",
+ " '2001-12-06',\n",
+ " '2001-12-07',\n",
+ " '2001-12-10',\n",
+ " '2001-12-11',\n",
+ " '2001-12-12',\n",
+ " '2001-12-13',\n",
+ " '2001-12-14',\n",
+ " '2001-12-17',\n",
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+ " '2001-12-19',\n",
+ " '2001-12-20',\n",
+ " '2001-12-21',\n",
+ " '2001-12-24',\n",
+ " '2001-12-26',\n",
+ " '2001-12-27',\n",
+ " '2001-12-28',\n",
+ " '2001-12-31',\n",
+ " '2002-01-02',\n",
+ " '2002-01-03',\n",
+ " '2002-01-04',\n",
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+ " '2002-01-08',\n",
+ " '2002-01-09',\n",
+ " '2002-01-10',\n",
+ " '2002-01-11',\n",
+ " '2002-01-14',\n",
+ " '2002-01-15',\n",
+ " '2002-01-16',\n",
+ " '2002-01-17',\n",
+ " '2002-01-18'],\n",
+ " 'AUD_FXCRR_NSA': ['2000-01-03',\n",
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+ " '2000-01-05',\n",
+ " '2000-01-06',\n",
+ " '2000-01-07',\n",
+ " '2000-01-10',\n",
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+ " '2000-01-20',\n",
+ " '2000-01-21',\n",
+ " '2000-01-24',\n",
+ " '2000-01-25',\n",
+ " '2000-01-26',\n",
+ " '2000-01-27'],\n",
+ " 'INR_FXCRR_NSA': ['2000-01-03',\n",
+ " '2000-01-04',\n",
+ " '2000-01-05',\n",
+ " '2000-01-06',\n",
+ " '2000-01-07',\n",
+ " '2000-01-10',\n",
+ " '2000-01-11',\n",
+ " '2000-01-12',\n",
+ " '2000-01-13',\n",
+ " '2000-01-14',\n",
+ " '2000-01-18',\n",
+ " '2000-01-19',\n",
+ " '2000-01-20',\n",
+ " '2000-01-21',\n",
+ " '2000-01-24',\n",
+ " '2000-01-25',\n",
+ " '2000-01-26',\n",
+ " '2000-01-27'],\n",
+ " 'INR_EQXR_NSA': ['2000-01-03',\n",
+ " '2000-01-04',\n",
+ " '2000-01-05',\n",
+ " '2000-01-06',\n",
+ " '2000-01-07',\n",
+ " '2000-01-10',\n",
+ " '2000-01-11',\n",
+ " '2000-01-12',\n",
+ " '2000-01-13',\n",
+ " '2000-01-14',\n",
+ " '2000-01-18',\n",
+ " '2000-01-19',\n",
+ " '2000-01-20',\n",
+ " '2000-01-21',\n",
+ " '2000-01-24',\n",
+ " '2000-01-25',\n",
+ " '2000-01-26',\n",
+ " '2000-01-27',\n",
+ " '2000-01-28',\n",
+ " '2000-01-31',\n",
+ " '2000-02-01',\n",
+ " '2000-02-02',\n",
+ " '2000-02-03',\n",
+ " '2000-02-04',\n",
+ " '2000-02-07',\n",
+ " '2000-02-08',\n",
+ " '2000-02-09',\n",
+ " '2000-02-10',\n",
+ " '2000-02-11',\n",
+ " '2000-02-14',\n",
+ " '2000-02-15',\n",
+ " '2000-02-16',\n",
+ " '2000-02-17',\n",
+ " '2000-02-18',\n",
+ " '2000-02-22',\n",
+ " '2000-02-23',\n",
+ " '2000-02-24',\n",
+ " '2000-02-25',\n",
+ " '2000-02-28',\n",
+ " '2000-02-29',\n",
+ " '2000-03-01',\n",
+ " '2000-03-02',\n",
+ " '2000-03-03',\n",
+ " '2000-03-06',\n",
+ " '2000-03-07',\n",
+ " '2000-03-08',\n",
+ " '2000-03-09',\n",
+ " '2000-03-10',\n",
+ " '2000-03-13',\n",
+ " '2000-03-14',\n",
+ " '2000-03-15',\n",
+ " '2000-03-16',\n",
+ " '2000-03-17',\n",
+ " '2000-03-20',\n",
+ " '2000-03-21',\n",
+ " '2000-03-22',\n",
+ " '2000-03-23',\n",
+ " '2000-03-24',\n",
+ " '2000-03-27',\n",
+ " '2000-03-28',\n",
+ " '2000-03-29',\n",
+ " '2000-03-30',\n",
+ " '2000-03-31',\n",
+ " '2000-04-03',\n",
+ " '2000-04-04',\n",
+ " '2000-04-05',\n",
+ " '2000-04-06',\n",
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+ " '2000-04-12',\n",
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+ " '2000-04-14',\n",
+ " '2000-04-17',\n",
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+ " '2000-04-19',\n",
+ " '2000-04-20',\n",
+ " '2000-04-24',\n",
+ " '2000-04-25',\n",
+ " '2000-04-26',\n",
+ " '2000-04-27',\n",
+ " '2000-04-28',\n",
+ " '2000-05-01',\n",
+ " '2000-05-02',\n",
+ " '2000-05-03',\n",
+ " '2000-05-04',\n",
+ " '2000-05-05',\n",
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+ " '2000-05-09',\n",
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+ " '2000-05-11',\n",
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+ " '2000-05-15',\n",
+ " '2000-05-16',\n",
+ " '2000-05-17',\n",
+ " '2000-05-18',\n",
+ " '2000-05-19',\n",
+ " '2000-05-22',\n",
+ " '2000-05-23',\n",
+ " '2000-05-24',\n",
+ " '2000-05-25',\n",
+ " '2000-05-26',\n",
+ " '2000-05-30',\n",
+ " '2000-05-31',\n",
+ " '2000-06-01',\n",
+ " '2000-06-02',\n",
+ " '2000-06-05',\n",
+ " '2000-06-06',\n",
+ " '2000-06-07',\n",
+ " '2000-06-08',\n",
+ " '2000-06-09',\n",
+ " '2000-06-12',\n",
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+ " '2000-06-22',\n",
+ " '2000-06-23',\n",
+ " '2000-06-26',\n",
+ " '2000-06-27',\n",
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+ " '2000-06-29',\n",
+ " '2000-06-30',\n",
+ " '2000-07-03',\n",
+ " '2000-07-05',\n",
+ " '2000-07-06',\n",
+ " '2000-07-07',\n",
+ " '2000-07-10',\n",
+ " '2000-07-11',\n",
+ " '2000-07-12',\n",
+ " '2000-07-13',\n",
+ " '2000-07-14',\n",
+ " '2000-07-17',\n",
+ " '2000-07-18',\n",
+ " '2000-07-19',\n",
+ " '2000-07-20',\n",
+ " '2000-07-21',\n",
+ " '2000-07-24',\n",
+ " '2000-07-25',\n",
+ " '2000-07-26',\n",
+ " '2000-07-27',\n",
+ " '2000-07-28',\n",
+ " '2000-07-31',\n",
+ " '2000-08-01',\n",
+ " '2000-08-02',\n",
+ " '2000-08-03',\n",
+ " '2000-08-04',\n",
+ " '2000-08-07',\n",
+ " '2000-08-08',\n",
+ " '2000-08-09',\n",
+ " '2000-08-10',\n",
+ " '2000-08-11',\n",
+ " '2000-08-14',\n",
+ " '2000-08-15',\n",
+ " '2000-08-16',\n",
+ " '2000-08-17',\n",
+ " '2000-08-18',\n",
+ " '2000-08-21',\n",
+ " '2000-08-22',\n",
+ " '2000-08-23',\n",
+ " '2000-08-24',\n",
+ " '2000-08-25',\n",
+ " '2000-08-28',\n",
+ " '2000-08-29',\n",
+ " '2000-08-30',\n",
+ " '2000-08-31',\n",
+ " '2000-09-01',\n",
+ " '2000-09-05',\n",
+ " '2000-09-06',\n",
+ " '2000-09-07',\n",
+ " '2000-09-08',\n",
+ " '2000-09-11',\n",
+ " '2000-09-12',\n",
+ " '2000-09-13',\n",
+ " '2000-09-14',\n",
+ " '2000-09-15',\n",
+ " '2000-09-18',\n",
+ " '2000-09-19',\n",
+ " '2000-09-20',\n",
+ " '2000-09-21',\n",
+ " '2000-09-22',\n",
+ " '2000-09-25']}"
+ ]
+ },
+ "execution_count": 18,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
"source": [
"msyrs.utils.create_blacklist_from_qdf(new_df)"
]
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 19,
"metadata": {},
- "outputs": [],
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
"source": [
"view_timelines(df=new_df.to_pandas())"
]
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 20,
"metadata": {},
- "outputs": [],
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Time taken: 5.657067060470581 seconds\n"
+ ]
+ }
+ ],
"source": [
"end_time = time.time()\n",
"print(f\"Time taken: {end_time - nb_start_time} seconds\")"