From 0f0b7b725975073acca67312075d15b68fb2a198 Mon Sep 17 00:00:00 2001
From: Palash Tyagi <23239946+Magnus167@users.noreply.github.com>
Date: Sat, 5 Apr 2025 16:35:22 +0100
Subject: [PATCH] updating notebook
---
notebooks/python-notebook.ipynb | 924 ++++++++++++++++++++++++++++++--
1 file changed, 866 insertions(+), 58 deletions(-)
diff --git a/notebooks/python-notebook.ipynb b/notebooks/python-notebook.ipynb
index 0b3f0e3..0feb130 100644
--- a/notebooks/python-notebook.ipynb
+++ b/notebooks/python-notebook.ipynb
@@ -14,16 +14,34 @@
"\n",
"```bash\n",
"python -m venv .venv\n",
- "\n",
"# source .venv/bin/activate\n",
"./.venv/Scripts/activate\n",
- "\n",
- "pip install maturin ipywidgets\n",
+ "pip install uv\n",
+ "uv pip install maturin jupyter notebook ipython ipywidgets pyarrow polars macrosynergy --upgrade\n",
"\n",
"maturin develop --release\n",
"```\n"
]
},
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "metadata": {},
+ "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[1m121 packages\u001b[0m \u001b[2min 221ms\u001b[0m\u001b[0m\n",
+ "\u001b[2mAudited \u001b[1m121 packages\u001b[0m \u001b[2min 0.12ms\u001b[0m\u001b[0m\n"
+ ]
+ }
+ ],
+ "source": [
+ "! uv pip install maturin jupyter notebook ipython ipywidgets pyarrow polars macrosynergy --upgrade\n"
+ ]
+ },
{
"cell_type": "markdown",
"metadata": {},
@@ -33,7 +51,7 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
@@ -41,7 +59,10 @@
"import pandas as pd\n",
"import numpy as np\n",
"import polars as pl\n",
- "import os"
+ "import os\n",
+ "\n",
+ "from macrosynergy.panel import view_timelines\n",
+ "from macrosynergy.management.types import QuantamentalDataFrame\n"
]
},
{
@@ -53,7 +74,7 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
@@ -62,7 +83,7 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
@@ -74,7 +95,7 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
@@ -85,9 +106,48 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 6,
"metadata": {},
- "outputs": [],
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Time taken to load qdf: 0.004353046417236328\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",
@@ -99,7 +159,7 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 7,
"metadata": {},
"outputs": [],
"source": [
@@ -122,7 +182,7 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 8,
"metadata": {},
"outputs": [],
"source": [
@@ -136,7 +196,7 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 9,
"metadata": {},
"outputs": [],
"source": [
@@ -145,7 +205,7 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 10,
"metadata": {},
"outputs": [],
"source": [
@@ -160,9 +220,48 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 11,
"metadata": {},
- "outputs": [],
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Time taken to load qdf batch: 1.1629588603973389\n"
+ ]
+ },
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "
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date | str | str | f64 | f64 | i64 | i64 |
1990-04-26 | "AUD" | "CPIC_SA_P1M1ML12" | 6.434599 | 2.0 | 26 | 223 |
1990-04-27 | "AUD" | "CPIC_SA_P1M1ML12" | 6.434599 | 2.0 | 27 | 224 |
1990-04-30 | "AUD" | "CPIC_SA_P1M1ML12" | 6.434599 | 2.0 | 30 | 227 |
1990-05-01 | "AUD" | "CPIC_SA_P1M1ML12" | 6.434599 | 2.0 | 31 | 228 |
1990-05-02 | "AUD" | "CPIC_SA_P1M1ML12" | 6.434599 | 2.0 | 32 | 229 |
"
+ ],
+ "text/plain": [
+ "shape: (5, 7)\n",
+ "┌────────────┬─────┬──────────────────┬──────────┬─────────┬─────────┬─────────┐\n",
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+ "│ --- ┆ --- ┆ --- ┆ --- ┆ --- ┆ --- ┆ --- │\n",
+ "│ date ┆ str ┆ str ┆ f64 ┆ f64 ┆ i64 ┆ i64 │\n",
+ "╞════════════╪═════╪══════════════════╪══════════╪═════════╪═════════╪═════════╡\n",
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+ "│ 1990-05-01 ┆ AUD ┆ CPIC_SA_P1M1ML12 ┆ 6.434599 ┆ 2.0 ┆ 31 ┆ 228 │\n",
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+ "└────────────┴─────┴──────────────────┴──────────┴─────────┴─────────┴─────────┘"
+ ]
+ },
+ "execution_count": 11,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
"source": [
"starttime = time.time()\n",
"\n",
@@ -182,45 +281,414 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 12,
"metadata": {},
- "outputs": [],
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "275.7299613952637"
+ ]
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+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
"source": [
"big_df.estimated_size(\"mb\")"
]
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 13,
"metadata": {},
- "outputs": [],
+ "outputs": [
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+ "\n",
+ "[5285582 rows x 7 columns]"
+ ]
+ },
+ "execution_count": 13,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
"source": [
"big_df.to_pandas()"
]
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 14,
"metadata": {},
- "outputs": [],
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "789.8839149475098"
+ ]
+ },
+ "execution_count": 14,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
"source": [
"big_df.to_pandas().memory_usage(deep=True).sum() / 1024**2"
]
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 15,
"metadata": {},
- "outputs": [],
+ "outputs": [
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+ " real_date cid xcat value grading eop_lag mop_lag\n",
+ "0 1990-04-26 AUD CPIC_SA_P1M1ML12 6.434599 2.0 26 223\n",
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+ "2 1990-04-30 AUD CPIC_SA_P1M1ML12 6.434599 2.0 30 227\n",
+ "3 1990-05-01 AUD CPIC_SA_P1M1ML12 6.434599 2.0 31 228\n",
+ "4 1990-05-02 AUD CPIC_SA_P1M1ML12 6.434599 2.0 32 229\n",
+ "... ... ... ... ... ... ... ...\n",
+ "5285577 2024-11-08 ZAR RYLDIRS05Y_NSA 3.097534 1.0 0 0\n",
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+ "5285579 2024-11-13 ZAR RYLDIRS05Y_NSA 3.108095 1.0 0 0\n",
+ "5285580 2024-11-14 ZAR RYLDIRS05Y_NSA 3.060968 1.0 0 0\n",
+ "5285581 2024-11-15 ZAR RYLDIRS05Y_NSA 3.102066 1.0 0 0\n",
+ "\n",
+ "[5285582 rows x 7 columns]"
+ ]
+ },
+ "execution_count": 15,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
"source": [
- "macrosynergy.management.types.QuantamentalDataFrame(big_df.to_pandas())"
+ "QuantamentalDataFrame(big_df.to_pandas())"
]
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 16,
"metadata": {},
- "outputs": [],
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "211.71554374694824"
+ ]
+ },
+ "execution_count": 16,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
"source": [
"macrosynergy.management.types.QuantamentalDataFrame(big_df.to_pandas()).memory_usage(\n",
" deep=True\n",
@@ -229,7 +697,7 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 17,
"metadata": {},
"outputs": [],
"source": [
@@ -239,9 +707,54 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 18,
"metadata": {},
- "outputs": [],
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Time taken to reduce qdf: 0.24176740646362305\n"
+ ]
+ },
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "
shape: (73_069, 7)real_date | cid | xcat | value | grading | eop_lag | mop_lag |
---|
date | str | str | f64 | f64 | i64 | i64 |
2000-05-04 | "AUD" | "EQXR_NSA" | -1.251605 | 1.0 | 0 | 0 |
2000-05-05 | "AUD" | "EQXR_NSA" | 1.787455 | 1.0 | 0 | 0 |
2000-05-08 | "AUD" | "EQXR_NSA" | -0.574713 | 1.0 | 0 | 0 |
2000-05-09 | "AUD" | "EQXR_NSA" | -0.931278 | 1.0 | 0 | 0 |
2000-05-10 | "AUD" | "EQXR_NSA" | -1.523501 | 1.0 | 0 | 0 |
… | … | … | … | … | … | … |
2024-11-08 | "USD" | "EQXR_VT10" | 0.313875 | 1.0 | 0 | 0 |
2024-11-12 | "USD" | "EQXR_VT10" | -0.272457 | 1.0 | 0 | 0 |
2024-11-13 | "USD" | "EQXR_VT10" | 0.043729 | 1.0 | 0 | 0 |
2024-11-14 | "USD" | "EQXR_VT10" | -0.549983 | 1.0 | 0 | 0 |
2024-11-15 | "USD" | "EQXR_VT10" | -1.198544 | 1.0 | 0 | 0 |
"
+ ],
+ "text/plain": [
+ "shape: (73_069, 7)\n",
+ "┌────────────┬─────┬───────────┬───────────┬─────────┬─────────┬─────────┐\n",
+ "│ real_date ┆ cid ┆ xcat ┆ value ┆ grading ┆ eop_lag ┆ mop_lag │\n",
+ "│ --- ┆ --- ┆ --- ┆ --- ┆ --- ┆ --- ┆ --- │\n",
+ "│ date ┆ str ┆ str ┆ f64 ┆ f64 ┆ i64 ┆ i64 │\n",
+ "╞════════════╪═════╪═══════════╪═══════════╪═════════╪═════════╪═════════╡\n",
+ "│ 2000-05-04 ┆ AUD ┆ EQXR_NSA ┆ -1.251605 ┆ 1.0 ┆ 0 ┆ 0 │\n",
+ "│ 2000-05-05 ┆ AUD ┆ EQXR_NSA ┆ 1.787455 ┆ 1.0 ┆ 0 ┆ 0 │\n",
+ "│ 2000-05-08 ┆ AUD ┆ EQXR_NSA ┆ -0.574713 ┆ 1.0 ┆ 0 ┆ 0 │\n",
+ "│ 2000-05-09 ┆ AUD ┆ EQXR_NSA ┆ -0.931278 ┆ 1.0 ┆ 0 ┆ 0 │\n",
+ "│ 2000-05-10 ┆ AUD ┆ EQXR_NSA ┆ -1.523501 ┆ 1.0 ┆ 0 ┆ 0 │\n",
+ "│ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … │\n",
+ "│ 2024-11-08 ┆ USD ┆ EQXR_VT10 ┆ 0.313875 ┆ 1.0 ┆ 0 ┆ 0 │\n",
+ "│ 2024-11-12 ┆ USD ┆ EQXR_VT10 ┆ -0.272457 ┆ 1.0 ┆ 0 ┆ 0 │\n",
+ "│ 2024-11-13 ┆ USD ┆ EQXR_VT10 ┆ 0.043729 ┆ 1.0 ┆ 0 ┆ 0 │\n",
+ "│ 2024-11-14 ┆ USD ┆ EQXR_VT10 ┆ -0.549983 ┆ 1.0 ┆ 0 ┆ 0 │\n",
+ "│ 2024-11-15 ┆ USD ┆ EQXR_VT10 ┆ -1.198544 ┆ 1.0 ┆ 0 ┆ 0 │\n",
+ "└────────────┴─────┴───────────┴───────────┴─────────┴─────────┴─────────┘"
+ ]
+ },
+ "execution_count": 18,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
"source": [
"starttime = time.time()\n",
"eq_df = msyrs.qdf.reduce_dataframe(\n",
@@ -257,7 +770,7 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 19,
"metadata": {},
"outputs": [],
"source": [
@@ -268,9 +781,17 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 20,
"metadata": {},
- "outputs": [],
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Time taken to reduce qdf: 0.2830348014831543\n"
+ ]
+ }
+ ],
"source": [
"fx_xcats = [xc for xc in xcats if xc.startswith(\"FX\")]\n",
"starttime = time.time()\n",
@@ -283,7 +804,7 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 21,
"metadata": {},
"outputs": [],
"source": [
@@ -294,9 +815,53 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 22,
"metadata": {},
- "outputs": [],
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Time taken: 0.033199310302734375\n"
+ ]
+ },
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "
shape: (10, 7)real_date | cid | xcat | value | grading | eop_lag | mop_lag |
---|
date | str | str | f64 | f64 | i64 | i64 |
2000-05-04 | "AUD" | "EQXR_NSA" | -1.251605 | 1.0 | 0 | 0 |
2000-05-05 | "AUD" | "EQXR_NSA" | 1.787455 | 1.0 | 0 | 0 |
2000-05-08 | "AUD" | "EQXR_NSA" | -0.574713 | 1.0 | 0 | 0 |
2000-05-09 | "AUD" | "EQXR_NSA" | -0.931278 | 1.0 | 0 | 0 |
2000-05-10 | "AUD" | "EQXR_NSA" | -1.523501 | 1.0 | 0 | 0 |
2000-05-11 | "AUD" | "EQXR_NSA" | -1.579987 | 1.0 | 0 | 0 |
2000-05-12 | "AUD" | "EQXR_NSA" | 1.80602 | 1.0 | 0 | 0 |
2000-05-15 | "AUD" | "EQXR_NSA" | 0.295664 | 1.0 | 0 | 0 |
2000-05-16 | "AUD" | "EQXR_NSA" | 1.310187 | 1.0 | 0 | 0 |
2000-05-17 | "AUD" | "EQXR_NSA" | -0.711284 | 1.0 | 0 | 0 |
"
+ ],
+ "text/plain": [
+ "shape: (10, 7)\n",
+ "┌────────────┬─────┬──────────┬───────────┬─────────┬─────────┬─────────┐\n",
+ "│ real_date ┆ cid ┆ xcat ┆ value ┆ grading ┆ eop_lag ┆ mop_lag │\n",
+ "│ --- ┆ --- ┆ --- ┆ --- ┆ --- ┆ --- ┆ --- │\n",
+ "│ date ┆ str ┆ str ┆ f64 ┆ f64 ┆ i64 ┆ i64 │\n",
+ "╞════════════╪═════╪══════════╪═══════════╪═════════╪═════════╪═════════╡\n",
+ "│ 2000-05-04 ┆ AUD ┆ EQXR_NSA ┆ -1.251605 ┆ 1.0 ┆ 0 ┆ 0 │\n",
+ "│ 2000-05-05 ┆ AUD ┆ EQXR_NSA ┆ 1.787455 ┆ 1.0 ┆ 0 ┆ 0 │\n",
+ "│ 2000-05-08 ┆ AUD ┆ EQXR_NSA ┆ -0.574713 ┆ 1.0 ┆ 0 ┆ 0 │\n",
+ "│ 2000-05-09 ┆ AUD ┆ EQXR_NSA ┆ -0.931278 ┆ 1.0 ┆ 0 ┆ 0 │\n",
+ "│ 2000-05-10 ┆ AUD ┆ EQXR_NSA ┆ -1.523501 ┆ 1.0 ┆ 0 ┆ 0 │\n",
+ "│ 2000-05-11 ┆ AUD ┆ EQXR_NSA ┆ -1.579987 ┆ 1.0 ┆ 0 ┆ 0 │\n",
+ "│ 2000-05-12 ┆ AUD ┆ EQXR_NSA ┆ 1.80602 ┆ 1.0 ┆ 0 ┆ 0 │\n",
+ "│ 2000-05-15 ┆ AUD ┆ EQXR_NSA ┆ 0.295664 ┆ 1.0 ┆ 0 ┆ 0 │\n",
+ "│ 2000-05-16 ┆ AUD ┆ EQXR_NSA ┆ 1.310187 ┆ 1.0 ┆ 0 ┆ 0 │\n",
+ "│ 2000-05-17 ┆ AUD ┆ EQXR_NSA ┆ -0.711284 ┆ 1.0 ┆ 0 ┆ 0 │\n",
+ "└────────────┴─────┴──────────┴───────────┴─────────┴─────────┴─────────┘"
+ ]
+ },
+ "execution_count": 22,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
"source": [
"starttime = time.time()\n",
"new_df: pl.DataFrame = msyrs.qdf.update_dataframe(df=eq_df, df_add=fx_df)\n",
@@ -306,7 +871,7 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 23,
"metadata": {},
"outputs": [],
"source": [
@@ -317,18 +882,64 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 24,
"metadata": {},
- "outputs": [],
+ "outputs": [
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ "
shape: (10, 7)real_date | cid | xcat | value | grading | eop_lag | mop_lag |
---|
date | str | str | f64 | f64 | i64 | i64 |
2024-11-01 | "GBP" | "FXXR_VT10" | 1.37805 | 1.0 | 0 | 0 |
2024-11-04 | "GBP" | "FXXR_VT10" | -0.111931 | 1.0 | 0 | 0 |
2024-11-05 | "GBP" | "FXXR_VT10" | 0.25294 | 1.0 | 0 | 0 |
2024-11-06 | "GBP" | "FXXR_VT10" | -0.175161 | 1.0 | 0 | 0 |
2024-11-07 | "GBP" | "FXXR_VT10" | 0.806682 | 1.0 | 0 | 0 |
2024-11-08 | "GBP" | "FXXR_VT10" | -0.247346 | 1.0 | 0 | 0 |
2024-11-12 | "GBP" | "FXXR_VT10" | -1.083137 | 1.0 | 0 | 0 |
2024-11-13 | "GBP" | "FXXR_VT10" | -0.328958 | 1.0 | 0 | 0 |
2024-11-14 | "GBP" | "FXXR_VT10" | -0.110526 | 1.0 | 0 | 0 |
2024-11-15 | "GBP" | "FXXR_VT10" | -0.700977 | 1.0 | 0 | 0 |
"
+ ],
+ "text/plain": [
+ "shape: (10, 7)\n",
+ "┌────────────┬─────┬───────────┬───────────┬─────────┬─────────┬─────────┐\n",
+ "│ real_date ┆ cid ┆ xcat ┆ value ┆ grading ┆ eop_lag ┆ mop_lag │\n",
+ "│ --- ┆ --- ┆ --- ┆ --- ┆ --- ┆ --- ┆ --- │\n",
+ "│ date ┆ str ┆ str ┆ f64 ┆ f64 ┆ i64 ┆ i64 │\n",
+ "╞════════════╪═════╪═══════════╪═══════════╪═════════╪═════════╪═════════╡\n",
+ "│ 2024-11-01 ┆ GBP ┆ FXXR_VT10 ┆ 1.37805 ┆ 1.0 ┆ 0 ┆ 0 │\n",
+ "│ 2024-11-04 ┆ GBP ┆ FXXR_VT10 ┆ -0.111931 ┆ 1.0 ┆ 0 ┆ 0 │\n",
+ "│ 2024-11-05 ┆ GBP ┆ FXXR_VT10 ┆ 0.25294 ┆ 1.0 ┆ 0 ┆ 0 │\n",
+ "│ 2024-11-06 ┆ GBP ┆ FXXR_VT10 ┆ -0.175161 ┆ 1.0 ┆ 0 ┆ 0 │\n",
+ "│ 2024-11-07 ┆ GBP ┆ FXXR_VT10 ┆ 0.806682 ┆ 1.0 ┆ 0 ┆ 0 │\n",
+ "│ 2024-11-08 ┆ GBP ┆ FXXR_VT10 ┆ -0.247346 ┆ 1.0 ┆ 0 ┆ 0 │\n",
+ "│ 2024-11-12 ┆ GBP ┆ FXXR_VT10 ┆ -1.083137 ┆ 1.0 ┆ 0 ┆ 0 │\n",
+ "│ 2024-11-13 ┆ GBP ┆ FXXR_VT10 ┆ -0.328958 ┆ 1.0 ┆ 0 ┆ 0 │\n",
+ "│ 2024-11-14 ┆ GBP ┆ FXXR_VT10 ┆ -0.110526 ┆ 1.0 ┆ 0 ┆ 0 │\n",
+ "│ 2024-11-15 ┆ GBP ┆ FXXR_VT10 ┆ -0.700977 ┆ 1.0 ┆ 0 ┆ 0 │\n",
+ "└────────────┴─────┴───────────┴───────────┴─────────┴─────────┴─────────┘"
+ ]
+ },
+ "execution_count": 24,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
"source": [
"new_df.tail(10)"
]
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 25,
"metadata": {},
- "outputs": [],
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Time taken: 0.021892309188842773\n",
+ "Time taken: 0.0\n"
+ ]
+ }
+ ],
"source": [
"# df: polars::prelude::DataFrame,\n",
"# xcat: String,\n",
@@ -348,32 +959,223 @@
" df=new_df,\n",
" xcat=\"EQXR_NSA\",\n",
" cids=None,\n",
- " lback_periods=252,\n",
- " lback_method=\"calendar\",\n",
- " half_life=None,\n",
+ " lback_periods=21,\n",
+ " lback_method=\"xma\",\n",
+ " half_life=11,\n",
" start=None,\n",
" end=None,\n",
- " est_freq=None,\n",
+ " est_freq=\"M\",\n",
" remove_zeros=None,\n",
- " postfix=\"_HV\",\n",
+ " postfix=\"_HV_RS\",\n",
" nan_tolerance=None,\n",
")\n",
"print(f\"Time taken: {time.time() - starttime}\")\n",
"\n",
"starttime = time.time()\n",
"a = 1 + 5\n",
+ "print(\"Time taken: \", time.time() - starttime)\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 26,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "\n",
+ "hdf = hv.to_pandas()\n",
+ "\n",
+ "hdf = QuantamentalDataFrame.from_wide(\n",
+ " (\n",
+ " \n",
+ " QuantamentalDataFrame(hdf)\n",
+ " .to_wide()\n",
+ " .reindex(\n",
+ " pd.bdate_range(\n",
+ " start=hdf[\"real_date\"].min(),\n",
+ " end=hdf[\"real_date\"].max(),\n",
+ " freq=\"B\",\n",
+ " ),\n",
+ " method=\"ffill\",\n",
+ " )\n",
+ " .dropna(axis=\"rows\", how=\"all\")\n",
+ " ).sort_index(),\n",
+ " categorical=False,\n",
+ ")\n",
+ "\n",
+ "view_timelines(df=hdf)\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 27,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Time taken: 0.05393481254577637\n"
+ ]
+ }
+ ],
+ "source": [
+ "starttime = time.time()\n",
+ "msyrs.qdf.pivot_dataframe_by_ticker(df=new_df).head(10)\n",
+ "print(\"Time taken: \", time.time() - starttime)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 28,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# new_pd_df = macrosynergy.management.types.QuantamentalDataFrame(new_pd_df)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 29,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Time taken: 11.470224142074585\n",
+ "Time taken: 0.0\n"
+ ]
+ }
+ ],
+ "source": [
+ "from macrosynergy.panel.historic_vol import historic_vol\n",
+ "\n",
+ "new_df_pd = QuantamentalDataFrame(\n",
+ " new_df.to_pandas(), categorical=False\n",
+ ")\n",
+ "cids = new_df_pd['cid'].unique().tolist()\n",
+ "\n",
+ "starttime = time.time()\n",
+ "hv_bench = historic_vol(\n",
+ " df=new_df_pd,\n",
+ " xcat='EQXR_NSA',\n",
+ " cids=cids,\n",
+ " lback_periods=21,\n",
+ " lback_meth=\"xma\",\n",
+ " half_life=11,\n",
+ " est_freq=\"M\",\n",
+ " blacklist=None,\n",
+ " remove_zeros=True,\n",
+ " postfix=\"_HV_PY\",\n",
+ " nan_tolerance=0.001,\n",
+ ")\n",
+ "print(f\"Time taken: {time.time() - starttime}\")\n",
+ "\n",
+ "starttime = time.time()\n",
+ "a = 1 + 5\n",
"print(\"Time taken: \", time.time() - starttime)"
]
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 30,
"metadata": {},
- "outputs": [],
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
"source": [
- "starttime = time.time()\n",
- "msyrs.qdf.pivot_dataframe_by_ticker(df=new_df).head(10)\n",
- "print(\"Time taken: \", time.time() - starttime)"
+ "hv_bench = hv_bench.dropna(axis=\"rows\", how=\"any\").reset_index(drop=True)\n",
+ "bdr = pd.bdate_range(new_df_pd.real_date.min(), new_df_pd.real_date.max())\n",
+ "hv_bench = QuantamentalDataFrame.from_wide(\n",
+ " QuantamentalDataFrame(hv_bench).to_wide().reindex(bdr, method=\"ffill\"),\n",
+ " categorical=False,\n",
+ ").reset_index(drop=True)\n",
+ "\n",
+ "view_timelines(df=hv_bench)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 31,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "def zscore_series(s: pd.Series) -> pd.Series:\n",
+ " return (s - s.mean()) / s.std()\n",
+ "\n",
+ "\n",
+ "a = QuantamentalDataFrame.from_wide(\n",
+ " QuantamentalDataFrame(hv_bench)\n",
+ " .to_wide()\n",
+ " .apply(lambda x: zscore_series(x), axis=1, result_type=\"expand\")\n",
+ ")\n",
+ "\n",
+ "b = QuantamentalDataFrame.from_wide(\n",
+ " QuantamentalDataFrame(hdf)\n",
+ " .to_wide()\n",
+ " .apply(lambda x: zscore_series(x), axis=1, result_type=\"expand\")\n",
+ ")\n",
+ "\n",
+ "view_timelines(QuantamentalDataFrame.from_qdf_list([a, b]).dropna(axis=\"rows\", how=\"any\").reset_index(drop=True))\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 32,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "a = QuantamentalDataFrame(hv_bench).to_wide().apply(lambda x: zscore_series(x), axis=1, result_type=\"expand\").rename(columns=lambda x: '_'.join(x.split(\"_\")[:-1]))\n",
+ "\n",
+ "b = QuantamentalDataFrame(hdf).to_wide().apply(lambda x: zscore_series(x), axis=1, result_type=\"expand\").rename(columns=lambda x: '_'.join(x.split(\"_\")[:-1]))\n",
+ "\n",
+ "diff = a - b\n",
+ "\n",
+ "view_timelines(QuantamentalDataFrame.from_wide(diff))"
]
},
{
@@ -381,13 +1183,11 @@
"execution_count": null,
"metadata": {},
"outputs": [],
- "source": [
- "# new_pd_df = macrosynergy.management.types.QuantamentalDataFrame(new_pd_df)"
- ]
+ "source": []
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 33,
"metadata": {},
"outputs": [],
"source": [
@@ -398,9 +1198,17 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 34,
"metadata": {},
- "outputs": [],
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Time taken: 21.64416742324829 seconds\n"
+ ]
+ }
+ ],
"source": [
"end_time = time.time()\n",
"print(f\"Time taken: {end_time - nb_start_time} seconds\")"
@@ -423,7 +1231,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
- "version": "3.12.7"
+ "version": "3.12.4"
}
},
"nbformat": 4,