{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from vedicastro.VedicAstro import VedicHoroscopeData\n", "from vedicastro.utils import pretty_data_table\n", "from pprint import pprint\n", "import polars as pl" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Help on class VedicHoroscopeData in module vedicastro.VedicAstro:\n", "\n", "class VedicHoroscopeData(builtins.object)\n", " | VedicHoroscopeData(year: int, month: int, day: int, hour: int, minute: int, second: int, utc: str, latitude: float, longitude: float, ayanamsa: str = 'Lahiri', house_system: str = 'Equal')\n", " | \n", " | Methods defined here:\n", " | \n", " | __init__(self, year: int, month: int, day: int, hour: int, minute: int, second: int, utc: str, latitude: float, longitude: float, ayanamsa: str = 'Lahiri', house_system: str = 'Equal')\n", " | Generates Planetary and House Positions Data for a time and place input.\n", " | \n", " | Parameters\n", " | ==========\n", " | year: Birth Year\n", " | month: Birth Month\n", " | day: Birth Day\n", " | house: Birth Hour\n", " | minute: Birth Minute\n", " | utc: Country UTC\n", " | latitude: latitude\n", " | longitude: longitude\n", " | ayanamsa: ayanamsa\n", " | \n", " | compute_vimshottari_dasa(self, chart: flatlib.chart.Chart)\n", " | Computes the Vimshottari Dasa for the chart\n", " | \n", " | generate_chart(self)\n", " | Generates a `flatlib.Chart` object for the given time and location data\n", " | \n", " | get_ascendant_data(self, asc_data: flatlib.object.GenericObject, PlanetsDataCollection: )\n", " | Generates Ascendant Data and returns the data in the format of the PlanetsDataCollection Named Tuple\n", " | \n", " | get_ayanamsa(self)\n", " | Returns an Ayanamsa System from flatlib.sidereal library, based on user input\n", " | \n", " | get_consolidated_chart_data(self, chart: flatlib.chart.Chart, return_style: str = None)\n", " | Create consolidated dict data where all objects (both planets and houses) are listed by rasi (sign)\n", " | \n", " | get_consolidated_chart_data_rasi_wise(self, df: polars.dataframe.frame.DataFrame)\n", " | Returns in dict format, the consolidated chart data stored in a polars DataFrame grouped by Rasi\n", " | \n", " | get_house_system(self)\n", " | Returns an House System from flatlib.sidereal library, based on user input\n", " | \n", " | get_house_wise_significators(self, chart: flatlib.chart.Chart)\n", " | Generate the ABCD significators table for each house\n", " | \n", " | get_houses_data_from_chart(self, chart: flatlib.chart.Chart)\n", " | Generate the houses data table given a `flatlib.Chart` object\n", " | \n", " | get_planet_in_house(self, chart: flatlib.chart.Chart)\n", " | Determine which house each planet is in given a `flatlib.Chart` object\n", " | \n", " | get_planet_wise_significators(self, chart: flatlib.chart.Chart)\n", " | Generate the ABCD significators table for each planet\n", " | \n", " | get_planetary_aspects(self, chart: flatlib.chart.Chart)\n", " | \n", " | get_planets_data_from_chart(self, chart: flatlib.chart.Chart)\n", " | Generate the planets data table given a `flatlib.Chart` object\n", " | \n", " | get_rl_nl_sl_data(self, deg: float)\n", " | Returns the Rashi (Sign) Lord, Nakshatra, Nakshatra Pada, Nakshatra Lord, Sub Lord and Sub Sub Lord \n", " | corresponding to the given degree.\n", " | \n", " | get_unique_house_nrs_for_rasi_lord(self, planets_df: polars.dataframe.frame.DataFrame, planet_name: str)\n", " | Returns the unique set of house numbers where the given planet is the rasi lord\n", " | \n", " | ----------------------------------------------------------------------\n", " | Data descriptors defined here:\n", " | \n", " | __dict__\n", " | dictionary for instance variables\n", " | \n", " | __weakref__\n", " | list of weak references to the object\n", "\n" ] } ], "source": [ "help(VedicHoroscopeData)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Generate Chart Data with Input Elements" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "year = 2024\n", "month = 1\n", "day = 1\n", "hour = 9\n", "minute = 15\n", "secs = 0\n", "latitude, longitude, utc = 40.707013856558156, -74.01123260406254, \"-5:00\" ## New York\n", "ayan = \"Lahiri\"\n", "house_system = \"Placidus\" # Default House system for Krishnamurti Paddhati system" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "vhd = VedicHoroscopeData(year = year, month = month, day = day, hour = hour, minute = minute, second = secs, utc = utc, \n", " latitude = latitude, longitude = longitude, ayanamsa = ayan, house_system = house_system)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "('Lahiri', 'Placidus')" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "vhd.ayanamsa, vhd.house_system" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "chart = vhd.generate_chart()" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Sun - 256.4532215907955\n", "Moon - 138.82386279908562\n", "Mercury - 238.0126214840217\n", "Venus - 219.14368203961783\n", "Mars - 243.55789036912742\n", "Jupiter - 11.39400795464457\n", "Saturn - 309.10545581586103\n", "Uranus - 25.180261426586714\n", "Neptune - 330.89401372611945\n", "Pluto - 275.18537798459965\n", "Chiron - 351.2746275368828\n", "North Node - 356.6546220663508\n", "South Node - 176.65462206635084\n", "Syzygy - 70.77806237663256\n", "Pars Fortuna - 195.15771264219325\n" ] } ], "source": [ "for planet in chart.objects:\n", " print(planet.id, '-' ,planet.lon)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "House1 - 288.5962365716464\n", "House2 - 336.4985654659893\n", "House3 - 12.692432429895113\n", "House4 - 38.35217376720323\n", "House5 - 59.592006672618886\n", "House6 - 81.01876071470457\n", "House7 - 108.59623657164639\n", "House8 - 156.4985654659893\n", "House9 - 192.69243242989512\n", "House10 - 218.35217376720323\n", "House11 - 239.59200667261888\n", "House12 - 261.01876071470457\n" ] } ], "source": [ "for house in chart.houses:\n", " print(house.id, '-', house.lon)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "{'Chiron': 2,\n", " 'Fortuna': 9,\n", " 'Jupiter': 2,\n", " 'Ketu': 8,\n", " 'Mars': 11,\n", " 'Mercury': 10,\n", " 'Moon': 7,\n", " 'Neptune': 1,\n", " 'Pluto': 12,\n", " 'Rahu': 2,\n", " 'Saturn': 1,\n", " 'Sun': 11,\n", " 'Syzygy': 5,\n", " 'Uranus': 3,\n", " 'Venus': 10}\n" ] } ], "source": [ "planet_in_house = vhd.get_planet_in_house(houses_chart = chart, planets_chart = chart)\n", "pprint(planet_in_house)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "shape: (16, 13)
ObjectRasiisRetroGradeLonDecDegSignLonDMSSignLonDecDegLatDMSNakshatraRasiLordNakshatraLordSubLordSubSubLordHouseNr
strstrboolf64strf64strstrstrstrstrstri64
"Asc""Capricorn"null288.596"+18:35:46"18.5961null"Shravana""Saturn""Moon""Mercury""Moon"1
"Sun""Sagittarius"false256.453"+16:27:12"16.453"+01:01:08""PurvaAshadha""Jupiter""Venus""Moon""Rahu"11
"Moon""Leo"false138.824"+18:49:26"18.824"+11:48:34""PūrvaPhalgunī""Sun""Venus""Rahu""Saturn"7
"Mercury""Scorpio"true238.013"+28:00:45"28.013"-00:05:02""Jyeshtha""Mars""Mercury""Saturn""Saturn"10
"Venus""Scorpio"false219.144"+09:08:37"9.144"+01:13:00""Anuradha""Mars""Saturn""Venus""Rahu"10
"Mars""Sagittarius"false243.558"+03:33:28"3.558"+00:44:31""Mula""Jupiter""Ketu""Sun""Venus"11
"Jupiter""Aries"false11.394"+11:23:38"11.394"+00:00:18""Ashwini""Mars""Ketu""Saturn""Jupiter"2
"Saturn""Aquarius"false309.105"+09:06:20"9.105"+00:05:21""Shatabhisha""Saturn""Rahu""Jupiter""Saturn"1
"Uranus""Aries"true25.18"+25:10:49"25.18"-00:01:17""Bharani""Mars""Venus""Mercury""Rahu"3
"Neptune""Pisces"false330.894"+00:53:38"0.894"+00:00:53""PurvaBhādrapad…"Jupiter""Jupiter""Mars""Saturn"1
"Pluto""Capricorn"false275.185"+05:11:07"5.185"+00:01:52""UttaraAshadha""Saturn""Sun""Mercury""Mercury"12
"Chiron""Pisces"false351.275"+21:16:29"21.275"+00:00:18""Revati""Jupiter""Mercury""Venus""Mercury"2
"Rahu""Pisces"true356.655"+26:39:17"26.655"-00:03:11""Revati""Jupiter""Mercury""Jupiter""Mercury"2
"Ketu""Virgo"true176.655"+26:39:17"26.655"-00:03:11""Chitra""Mercury""Mars""Jupiter""Mercury"8
"Syzygy""Gemini"false70.778"+10:46:41"10.778"+12:46:48""Ardra""Mercury""Rahu""Saturn""Saturn"5
"Fortuna""Libra"false195.158"+15:09:28"15.158"+00:00:00""Svati""Venus""Rahu""Ketu""Mercury"9
" ], "text/plain": [ "shape: (16, 13)\n", "┌─────────┬─────────────┬────────────┬───────────┬───┬────────────┬─────────┬────────────┬─────────┐\n", "│ Object ┆ Rasi ┆ isRetroGra ┆ LonDecDeg ┆ … ┆ NakshatraL ┆ SubLord ┆ SubSubLord ┆ HouseNr │\n", "│ --- ┆ --- ┆ de ┆ --- ┆ ┆ ord ┆ --- ┆ --- ┆ --- │\n", "│ str ┆ str ┆ --- ┆ f64 ┆ ┆ --- ┆ str ┆ str ┆ i64 │\n", "│ ┆ ┆ bool ┆ ┆ ┆ str ┆ ┆ ┆ │\n", "╞═════════╪═════════════╪════════════╪═══════════╪═══╪════════════╪═════════╪════════════╪═════════╡\n", "│ Asc ┆ Capricorn ┆ null ┆ 288.596 ┆ … ┆ Moon ┆ Mercury ┆ Moon ┆ 1 │\n", "│ Sun ┆ Sagittarius ┆ false ┆ 256.453 ┆ … ┆ Venus ┆ Moon ┆ Rahu ┆ 11 │\n", "│ Moon ┆ Leo ┆ false ┆ 138.824 ┆ … ┆ Venus ┆ Rahu ┆ Saturn ┆ 7 │\n", "│ Mercury ┆ Scorpio ┆ true ┆ 238.013 ┆ … ┆ Mercury ┆ Saturn ┆ Saturn ┆ 10 │\n", "│ Venus ┆ Scorpio ┆ false ┆ 219.144 ┆ … ┆ Saturn ┆ Venus ┆ Rahu ┆ 10 │\n", "│ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … │\n", "│ Chiron ┆ Pisces ┆ false ┆ 351.275 ┆ … ┆ Mercury ┆ Venus ┆ Mercury ┆ 2 │\n", "│ Rahu ┆ Pisces ┆ true ┆ 356.655 ┆ … ┆ Mercury ┆ Jupiter ┆ Mercury ┆ 2 │\n", "│ Ketu ┆ Virgo ┆ true ┆ 176.655 ┆ … ┆ Mars ┆ Jupiter ┆ Mercury ┆ 8 │\n", "│ Syzygy ┆ Gemini ┆ false ┆ 70.778 ┆ … ┆ Rahu ┆ Saturn ┆ Saturn ┆ 5 │\n", "│ Fortuna ┆ Libra ┆ false ┆ 195.158 ┆ … ┆ Rahu ┆ Ketu ┆ Mercury ┆ 9 │\n", "└─────────┴─────────────┴────────────┴───────────┴───┴────────────┴─────────┴────────────┴─────────┘" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "planets_data = vhd.get_planets_data_from_chart(chart)\n", "planets_df = pl.DataFrame(planets_data)\n", "# planets_df.select([\"Object\", \"LonDecDeg\", \"Nakshatra\", \"RasiLord\", \"NakshatraLord\", \"SubLord\"])\n", "planets_df" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "+---------+-------------+--------------+-----------+------------+---------------+-----------+-----------------+----------+---------------+---------+------------+---------+\n", "| Object | Rasi | isRetroGrade | LonDecDeg | SignLonDMS | SignLonDecDeg | LatDMS | Nakshatra | RasiLord | NakshatraLord | SubLord | SubSubLord | HouseNr |\n", "+---------+-------------+--------------+-----------+------------+---------------+-----------+-----------------+----------+---------------+---------+------------+---------+\n", "| Asc | Capricorn | None | 288.596 | +18:35:46 | 18.5961 | None | Shravana | Saturn | Moon | Mercury | Moon | 1 |\n", "| Sun | Sagittarius | False | 256.453 | +16:27:12 | 16.453 | +01:01:08 | PurvaAshadha | Jupiter | Venus | Moon | Rahu | 11 |\n", "| Moon | Leo | False | 138.824 | +18:49:26 | 18.824 | +11:48:34 | PūrvaPhalgunī | Sun | Venus | Rahu | Saturn | 7 |\n", "| Mercury | Scorpio | True | 238.013 | +28:00:45 | 28.013 | -00:05:02 | Jyeshtha | Mars | Mercury | Saturn | Saturn | 10 |\n", "| Venus | Scorpio | False | 219.144 | +09:08:37 | 9.144 | +01:13:00 | Anuradha | Mars | Saturn | Venus | Rahu | 10 |\n", "| Mars | Sagittarius | False | 243.558 | +03:33:28 | 3.558 | +00:44:31 | Mula | Jupiter | Ketu | Sun | Venus | 11 |\n", "| Jupiter | Aries | False | 11.394 | +11:23:38 | 11.394 | +00:00:18 | Ashwini | Mars | Ketu | Saturn | Jupiter | 2 |\n", "| Saturn | Aquarius | False | 309.105 | +09:06:20 | 9.105 | +00:05:21 | Shatabhisha | Saturn | Rahu | Jupiter | Saturn | 1 |\n", "| Uranus | Aries | True | 25.18 | +25:10:49 | 25.18 | -00:01:17 | Bharani | Mars | Venus | Mercury | Rahu | 3 |\n", "| Neptune | Pisces | False | 330.894 | +00:53:38 | 0.894 | +00:00:53 | PurvaBhādrapadā | Jupiter | Jupiter | Mars | Saturn | 1 |\n", "| Pluto | Capricorn | False | 275.185 | +05:11:07 | 5.185 | +00:01:52 | UttaraAshadha | Saturn | Sun | Mercury | Mercury | 12 |\n", "| Chiron | Pisces | False | 351.275 | +21:16:29 | 21.275 | +00:00:18 | Revati | Jupiter | Mercury | Venus | Mercury | 2 |\n", "| Rahu | Pisces | True | 356.655 | +26:39:17 | 26.655 | -00:03:11 | Revati | Jupiter | Mercury | Jupiter | Mercury | 2 |\n", "| Ketu | Virgo | True | 176.655 | +26:39:17 | 26.655 | -00:03:11 | Chitra | Mercury | Mars | Jupiter | Mercury | 8 |\n", "| Syzygy | Gemini | False | 70.778 | +10:46:41 | 10.778 | +12:46:48 | Ardra | Mercury | Rahu | Saturn | Saturn | 5 |\n", "| Fortuna | Libra | False | 195.158 | +15:09:28 | 15.158 | +00:00:00 | Svati | Venus | Rahu | Ketu | Mercury | 9 |\n", "+---------+-------------+--------------+-----------+------------+---------------+-----------+-----------------+----------+---------------+---------+------------+---------+\n" ] } ], "source": [ "print(pretty_data_table(planets_data))" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "shape: (12, 12)
ObjectHouseNrRasiLonDecDegSignLonDMSSignLonDecDegDegSizeNakshatraRasiLordNakshatraLordSubLordSubSubLord
stri64strf64strf64f64strstrstrstrstr
"I"1"Capricorn"288.596"+18:35:46"18.59647.902"Shravana""Saturn""Moon""Mercury""Moon"
"II"2"Pisces"336.499"+06:29:55"6.49936.194"UttaraBhādrapa…"Jupiter""Saturn""Mercury""Mars"
"III"3"Aries"12.692"+12:41:33"12.69225.66"Ashwini""Mars""Ketu""Mercury""Rahu"
"IV"4"Taurus"38.352"+08:21:08"8.35221.24"Krittika""Venus""Sun""Venus""Moon"
"V"5"Taurus"59.592"+29:35:31"29.59221.427"Mrigashīrsha""Venus""Mars""Saturn""Rahu"
"VI"6"Gemini"81.019"+21:01:08"21.01927.577"Punarvasu""Mercury""Jupiter""Jupiter""Venus"
"VII"7"Cancer"108.596"+18:35:46"18.59647.902"Āshleshā""Moon""Mercury""Ketu""Ketu"
"VIII"8"Virgo"156.499"+06:29:55"6.49936.194"UttaraPhalgunī…"Mercury""Sun""Mercury""Jupiter"
"IX"9"Libra"192.692"+12:41:33"12.69225.66"Svati""Venus""Rahu""Mercury""Mercury"
"X"10"Scorpio"218.352"+08:21:08"8.35221.24"Anuradha""Mars""Saturn""Venus""Venus"
"XI"11"Scorpio"239.592"+29:35:31"29.59221.427"Jyeshtha""Mars""Mercury""Saturn""Rahu"
"XII"12"Sagittarius"261.019"+21:01:08"21.01927.577"PurvaAshadha""Jupiter""Venus""Jupiter""Venus"
" ], "text/plain": [ "shape: (12, 12)\n", "┌────────┬─────────┬─────────────┬───────────┬───┬──────────┬───────────────┬─────────┬────────────┐\n", "│ Object ┆ HouseNr ┆ Rasi ┆ LonDecDeg ┆ … ┆ RasiLord ┆ NakshatraLord ┆ SubLord ┆ SubSubLord │\n", "│ --- ┆ --- ┆ --- ┆ --- ┆ ┆ --- ┆ --- ┆ --- ┆ --- │\n", "│ str ┆ i64 ┆ str ┆ f64 ┆ ┆ str ┆ str ┆ str ┆ str │\n", "╞════════╪═════════╪═════════════╪═══════════╪═══╪══════════╪═══════════════╪═════════╪════════════╡\n", "│ I ┆ 1 ┆ Capricorn ┆ 288.596 ┆ … ┆ Saturn ┆ Moon ┆ Mercury ┆ Moon │\n", "│ II ┆ 2 ┆ Pisces ┆ 336.499 ┆ … ┆ Jupiter ┆ Saturn ┆ Mercury ┆ Mars │\n", "│ III ┆ 3 ┆ Aries ┆ 12.692 ┆ … ┆ Mars ┆ Ketu ┆ Mercury ┆ Rahu │\n", "│ IV ┆ 4 ┆ Taurus ┆ 38.352 ┆ … ┆ Venus ┆ Sun ┆ Venus ┆ Moon │\n", "│ V ┆ 5 ┆ Taurus ┆ 59.592 ┆ … ┆ Venus ┆ Mars ┆ Saturn ┆ Rahu │\n", "│ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … ┆ … │\n", "│ VIII ┆ 8 ┆ Virgo ┆ 156.499 ┆ … ┆ Mercury ┆ Sun ┆ Mercury ┆ Jupiter │\n", "│ IX ┆ 9 ┆ Libra ┆ 192.692 ┆ … ┆ Venus ┆ Rahu ┆ Mercury ┆ Mercury │\n", "│ X ┆ 10 ┆ Scorpio ┆ 218.352 ┆ … ┆ Mars ┆ Saturn ┆ Venus ┆ Venus │\n", "│ XI ┆ 11 ┆ Scorpio ┆ 239.592 ┆ … ┆ Mars ┆ Mercury ┆ Saturn ┆ Rahu │\n", "│ XII ┆ 12 ┆ Sagittarius ┆ 261.019 ┆ … ┆ Jupiter ┆ Venus ┆ Jupiter ┆ Venus │\n", "└────────┴─────────┴─────────────┴───────────┴───┴──────────┴───────────────┴─────────┴────────────┘" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "houses_data = vhd.get_houses_data_from_chart(chart)\n", "houses_df = pl.DataFrame(houses_data)\n", "houses_df" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Planet-wise Significators Table" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "shape: (12, 5)
PlanetABCD
stri64i64list[i64]list[i64]
"Sun"1011[4, 5, 9][]
"Moon"107[4, 5, 9][7]
"Mercury"1010[6, 8][6, 8]
"Venus"110[1][4, 5, 9]
"Mars"811[][3, 10, 11]
"Jupiter"82[][2, 12]
"Saturn"21[][1]
"Uranus"103[4, 5, 9][]
"Neptune"21[2, 12][]
"Pluto"1112[][]
"Rahu"102[6, 8][]
"Ketu"118[3, 10, 11][]
" ], "text/plain": [ "shape: (12, 5)\n", "┌─────────┬─────┬─────┬─────────────┬─────────────┐\n", "│ Planet ┆ A ┆ B ┆ C ┆ D │\n", "│ --- ┆ --- ┆ --- ┆ --- ┆ --- │\n", "│ str ┆ i64 ┆ i64 ┆ list[i64] ┆ list[i64] │\n", "╞═════════╪═════╪═════╪═════════════╪═════════════╡\n", "│ Sun ┆ 10 ┆ 11 ┆ [4, 5, 9] ┆ [] │\n", "│ Moon ┆ 10 ┆ 7 ┆ [4, 5, 9] ┆ [7] │\n", "│ Mercury ┆ 10 ┆ 10 ┆ [6, 8] ┆ [6, 8] │\n", "│ Venus ┆ 1 ┆ 10 ┆ [1] ┆ [4, 5, 9] │\n", "│ Mars ┆ 8 ┆ 11 ┆ [] ┆ [3, 10, 11] │\n", "│ … ┆ … ┆ … ┆ … ┆ … │\n", "│ Uranus ┆ 10 ┆ 3 ┆ [4, 5, 9] ┆ [] │\n", "│ Neptune ┆ 2 ┆ 1 ┆ [2, 12] ┆ [] │\n", "│ Pluto ┆ 11 ┆ 12 ┆ [] ┆ [] │\n", "│ Rahu ┆ 10 ┆ 2 ┆ [6, 8] ┆ [] │\n", "│ Ketu ┆ 11 ┆ 8 ┆ [3, 10, 11] ┆ [] │\n", "└─────────┴─────┴─────┴─────────────┴─────────────┘" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "planets_significators_table = vhd.get_planet_wise_significators(planets_data, houses_data)\n", "pl.DataFrame(planets_significators_table)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### House-wise Significators Table" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "shape: (12, 5)
HouseABCD
strlist[str]list[str]list[str]str
"I"["Venus"]["Saturn", "Neptune"]["Venus"]"Saturn"
"II"["Saturn", "Neptune"]["Jupiter", "Rahu"]["Neptune"]"Jupiter"
"III"[]["Uranus"]["Ketu"]"Mars"
"IV"[][]["Sun", "Moon", "Uranus"]"Venus"
"V"[][]["Sun", "Moon", "Uranus"]"Venus"
"VI"[][]["Mercury", "Rahu"]"Mercury"
"VII"[]["Moon"][]"Moon"
"VIII"["Mars", "Jupiter"]["Ketu"]["Mercury", "Rahu"]"Mercury"
"IX"[][]["Sun", "Moon", "Uranus"]"Venus"
"X"["Sun", "Moon", … "Rahu"]["Mercury", "Venus"]["Ketu"]"Mars"
"XI"["Pluto", "Ketu"]["Sun", "Mars"]["Ketu"]"Mars"
"XII"[]["Pluto"]["Neptune"]"Jupiter"
" ], "text/plain": [ "shape: (12, 5)\n", "┌───────┬───────────────────────────┬───────────────────────┬───────────────────────────┬─────────┐\n", "│ House ┆ A ┆ B ┆ C ┆ D │\n", "│ --- ┆ --- ┆ --- ┆ --- ┆ --- │\n", "│ str ┆ list[str] ┆ list[str] ┆ list[str] ┆ str │\n", "╞═══════╪═══════════════════════════╪═══════════════════════╪═══════════════════════════╪═════════╡\n", "│ I ┆ [\"Venus\"] ┆ [\"Saturn\", \"Neptune\"] ┆ [\"Venus\"] ┆ Saturn │\n", "│ II ┆ [\"Saturn\", \"Neptune\"] ┆ [\"Jupiter\", \"Rahu\"] ┆ [\"Neptune\"] ┆ Jupiter │\n", "│ III ┆ [] ┆ [\"Uranus\"] ┆ [\"Ketu\"] ┆ Mars │\n", "│ IV ┆ [] ┆ [] ┆ [\"Sun\", \"Moon\", \"Uranus\"] ┆ Venus │\n", "│ V ┆ [] ┆ [] ┆ [\"Sun\", \"Moon\", \"Uranus\"] ┆ Venus │\n", "│ … ┆ … ┆ … ┆ … ┆ … │\n", "│ VIII ┆ [\"Mars\", \"Jupiter\"] ┆ [\"Ketu\"] ┆ [\"Mercury\", \"Rahu\"] ┆ Mercury │\n", "│ IX ┆ [] ┆ [] ┆ [\"Sun\", \"Moon\", \"Uranus\"] ┆ Venus │\n", "│ X ┆ [\"Sun\", \"Moon\", … \"Rahu\"] ┆ [\"Mercury\", \"Venus\"] ┆ [\"Ketu\"] ┆ Mars │\n", "│ XI ┆ [\"Pluto\", \"Ketu\"] ┆ [\"Sun\", \"Mars\"] ┆ [\"Ketu\"] ┆ Mars │\n", "│ XII ┆ [] ┆ [\"Pluto\"] ┆ [\"Neptune\"] ┆ Jupiter │\n", "└───────┴───────────────────────────┴───────────────────────┴───────────────────────────┴─────────┘" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "house_significators_table = vhd.get_house_wise_significators(planets_data, houses_data)\n", "pl.DataFrame(house_significators_table)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Vimshottari Dasa System" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "{'Jupiter': {'bhuktis': {'Jupiter': {'end': '25-11-2078',\n", " 'start': '07-10-2076'},\n", " 'Ketu': {'end': '18-08-2084', 'start': '12-09-2083'},\n", " 'Mars': {'end': '09-05-2090', 'start': '03-06-2089'},\n", " 'Mercury': {'end': '12-09-2083',\n", " 'start': '06-06-2081'},\n", " 'Moon': {'end': '03-06-2089', 'start': '04-02-2088'},\n", " 'Rahu': {'end': '03-10-2092', 'start': '09-05-2090'},\n", " 'Saturn': {'end': '06-06-2081', 'start': '25-11-2078'},\n", " 'Sun': {'end': '04-02-2088', 'start': '17-04-2087'},\n", " 'Venus': {'end': '17-04-2087', 'start': '18-08-2084'}},\n", " 'end': '07-10-2092',\n", " 'start': '07-10-2076'},\n", " 'Ketu': {'bhuktis': {'Jupiter': {'end': '01-09-2133', 'start': '26-09-2132'},\n", " 'Ketu': {'end': '06-03-2129', 'start': '07-10-2128'},\n", " 'Mars': {'end': '08-09-2131', 'start': '12-04-2131'},\n", " 'Mercury': {'end': '07-10-2135', 'start': '10-10-2134'},\n", " 'Moon': {'end': '12-04-2131', 'start': '12-09-2130'},\n", " 'Rahu': {'end': '26-09-2132', 'start': '08-09-2131'},\n", " 'Saturn': {'end': '10-10-2134', 'start': '01-09-2133'},\n", " 'Sun': {'end': '12-09-2130', 'start': '06-05-2130'},\n", " 'Venus': {'end': '06-05-2130', 'start': '06-03-2129'}},\n", " 'end': '07-10-2135',\n", " 'start': '07-10-2128'},\n", " 'Mars': {'bhuktis': {'Jupiter': {'end': '01-03-2054', 'start': '23-03-2053'},\n", " 'Ketu': {'end': '02-09-2056', 'start': '06-04-2056'},\n", " 'Mars': {'end': '05-03-2052', 'start': '07-10-2051'},\n", " 'Mercury': {'end': '06-04-2056', 'start': '10-04-2055'},\n", " 'Moon': {'end': '08-10-2058', 'start': '08-03-2058'},\n", " 'Rahu': {'end': '23-03-2053', 'start': '05-03-2052'},\n", " 'Saturn': {'end': '10-04-2055', 'start': '01-03-2054'},\n", " 'Sun': {'end': '08-03-2058', 'start': '02-11-2057'},\n", " 'Venus': {'end': '02-11-2057', 'start': '02-09-2056'}},\n", " 'end': '07-10-2058',\n", " 'start': '07-10-2051'},\n", " 'Mercury': {'bhuktis': {'Jupiter': {'end': '31-01-2126',\n", " 'start': '25-10-2123'},\n", " 'Ketu': {'end': '05-03-2115', 'start': '06-03-2114'},\n", " 'Mars': {'end': '07-04-2121', 'start': '11-04-2120'},\n", " 'Mercury': {'end': '06-03-2114',\n", " 'start': '07-10-2111'},\n", " 'Moon': {'end': '11-04-2120', 'start': '11-11-2118'},\n", " 'Rahu': {'end': '25-10-2123', 'start': '07-04-2121'},\n", " 'Saturn': {'end': '09-10-2128', 'start': '31-01-2126'},\n", " 'Sun': {'end': '11-11-2118', 'start': '05-01-2118'},\n", " 'Venus': {'end': '05-01-2118', 'start': '05-03-2115'}},\n", " 'end': '07-10-2128',\n", " 'start': '07-10-2111'},\n", " 'Moon': {'bhuktis': {'Jupiter': {'end': '06-01-2046', 'start': '07-09-2044'},\n", " 'Ketu': {'end': '05-08-2049', 'start': '05-01-2049'},\n", " 'Mars': {'end': '07-03-2043', 'start': '07-08-2042'},\n", " 'Mercury': {'end': '05-01-2049', 'start': '05-08-2047'},\n", " 'Moon': {'end': '07-08-2042', 'start': '07-10-2041'},\n", " 'Rahu': {'end': '07-09-2044', 'start': '07-03-2043'},\n", " 'Saturn': {'end': '05-08-2047', 'start': '06-01-2046'},\n", " 'Sun': {'end': '05-10-2051', 'start': '05-04-2051'},\n", " 'Venus': {'end': '05-04-2051', 'start': '05-08-2049'}},\n", " 'end': '07-10-2051',\n", " 'start': '07-10-2041'},\n", " 'Rahu': {'bhuktis': {'Jupiter': {'end': '12-11-2063', 'start': '19-06-2061'},\n", " 'Ketu': {'end': '23-04-2070', 'start': '05-04-2069'},\n", " 'Mars': {'end': '07-10-2076', 'start': '19-09-2075'},\n", " 'Mercury': {'end': '05-04-2069', 'start': '18-09-2066'},\n", " 'Moon': {'end': '19-09-2075', 'start': '19-03-2074'},\n", " 'Rahu': {'end': '19-06-2061', 'start': '07-10-2058'},\n", " 'Saturn': {'end': '18-09-2066', 'start': '12-11-2063'},\n", " 'Sun': {'end': '19-03-2074', 'start': '23-04-2073'},\n", " 'Venus': {'end': '23-04-2073', 'start': '23-04-2070'}},\n", " 'end': '07-10-2076',\n", " 'start': '07-10-2058'},\n", " 'Saturn': {'bhuktis': {'Jupiter': {'end': '04-10-2111', 'start': '22-03-2109'},\n", " 'Ketu': {'end': '28-07-2099', 'start': '19-06-2098'},\n", " 'Mars': {'end': '16-05-2106', 'start': '07-04-2105'},\n", " 'Mercury': {'end': '19-06-2098', 'start': '10-10-2095'},\n", " 'Moon': {'end': '07-04-2105', 'start': '08-09-2103'},\n", " 'Rahu': {'end': '22-03-2109', 'start': '16-05-2106'},\n", " 'Saturn': {'end': '10-10-2095', 'start': '07-10-2092'},\n", " 'Sun': {'end': '08-09-2103', 'start': '27-09-2102'},\n", " 'Venus': {'end': '27-09-2102', 'start': '28-07-2099'}},\n", " 'end': '07-10-2111',\n", " 'start': '07-10-2092'},\n", " 'Sun': {'bhuktis': {'Jupiter': {'end': '12-08-2038', 'start': '25-10-2037'},\n", " 'Ketu': {'end': '06-10-2040', 'start': '30-05-2040'},\n", " 'Mars': {'end': '01-12-2036', 'start': '25-07-2036'},\n", " 'Mercury': {'end': '30-05-2040', 'start': '24-07-2039'},\n", " 'Moon': {'end': '25-07-2036', 'start': '25-01-2036'},\n", " 'Rahu': {'end': '25-10-2037', 'start': '01-12-2036'},\n", " 'Saturn': {'end': '24-07-2039', 'start': '12-08-2038'},\n", " 'Sun': {'end': '25-01-2036', 'start': '07-10-2035'},\n", " 'Venus': {'end': '06-10-2041', 'start': '06-10-2040'}},\n", " 'end': '07-10-2041',\n", " 'start': '07-10-2035'},\n", " 'Venus': {'bhuktis': {'Jupiter': {'end': '06-08-2028', 'start': '07-12-2025'},\n", " 'Ketu': {'end': '06-10-2035', 'start': '06-08-2034'},\n", " 'Mars': {'end': '07-12-2022', 'start': '07-10-2021'},\n", " 'Mercury': {'end': '06-08-2034', 'start': '06-10-2031'},\n", " 'Moon': {'end': '07-10-2021', 'start': '07-02-2020'},\n", " 'Rahu': {'end': '07-12-2025', 'start': '07-12-2022'},\n", " 'Saturn': {'end': '06-10-2031', 'start': '06-08-2028'},\n", " 'Sun': {'end': '07-02-2020', 'start': '07-02-2019'},\n", " 'Venus': {'end': '07-02-2019', 'start': '07-10-2015'}},\n", " 'end': '07-10-2035',\n", " 'start': '07-10-2015'}}\n" ] } ], "source": [ "vimshottari_dasa = vhd.compute_vimshottari_dasa(chart)\n", "pprint(vimshottari_dasa)" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'start': '07-10-2111',\n", " 'end': '07-10-2128',\n", " 'bhuktis': {'Mercury': {'start': '07-10-2111', 'end': '06-03-2114'},\n", " 'Ketu': {'start': '06-03-2114', 'end': '05-03-2115'},\n", " 'Venus': {'start': '05-03-2115', 'end': '05-01-2118'},\n", " 'Sun': {'start': '05-01-2118', 'end': '11-11-2118'},\n", " 'Moon': {'start': '11-11-2118', 'end': '11-04-2120'},\n", " 'Mars': {'start': '11-04-2120', 'end': '07-04-2121'},\n", " 'Rahu': {'start': '07-04-2121', 'end': '25-10-2123'},\n", " 'Jupiter': {'start': '25-10-2123', 'end': '31-01-2126'},\n", " 'Saturn': {'start': '31-01-2126', 'end': '09-10-2128'}}}" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "vimshottari_dasa[\"Mercury\"]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Planetary Aspects" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "shape: (88, 5)
P1P2AspectTypeAspectDegAspectOrb
strstrstri64f64
"Sun""Moon""Trine"1202.371
"Sun""Mars""Conjunction"012.895
"Sun""Jupiter""Trine"1205.059
"Sun""Venus""Semi Quintile"361.31
"Sun""Saturn""Sextile"607.348
"Sun""Uranus""Trine"1208.727
"Sun""Neptune""Sextile"6014.441
"Sun""Rahu""Square"9010.201
"Sun""Ketu""Square"9010.201
"Moon""Sun""Trine"1202.371
"Moon""Mercury""Square"909.189
"Moon""Jupiter""Trine"1207.43
……………
"Rahu""Sun""Square"9010.201
"Rahu""Moon""Bi Quintile"1441.831
"Rahu""Mars""Trine"1206.903
"Rahu""Mercury""Trine"1201.358
"Rahu""Venus""Sesqui Square"1352.511
"Rahu""Saturn""Semi Square"452.549
"Ketu""Sun""Square"9010.201
"Ketu""Moon""Semi Quintile"361.831
"Ketu""Mars""Sextile"606.903
"Ketu""Mercury""Sextile"601.358
"Ketu""Venus""Semi Square"452.511
"Ketu""Saturn""Sesqui Square"1352.549
" ], "text/plain": [ "shape: (88, 5)\n", "┌──────┬─────────┬───────────────┬───────────┬───────────┐\n", "│ P1 ┆ P2 ┆ AspectType ┆ AspectDeg ┆ AspectOrb │\n", "│ --- ┆ --- ┆ --- ┆ --- ┆ --- │\n", "│ str ┆ str ┆ str ┆ i64 ┆ f64 │\n", "╞══════╪═════════╪═══════════════╪═══════════╪═══════════╡\n", "│ Sun ┆ Moon ┆ Trine ┆ 120 ┆ 2.371 │\n", "│ Sun ┆ Mars ┆ Conjunction ┆ 0 ┆ 12.895 │\n", "│ Sun ┆ Jupiter ┆ Trine ┆ 120 ┆ 5.059 │\n", "│ Sun ┆ Venus ┆ Semi Quintile ┆ 36 ┆ 1.31 │\n", "│ Sun ┆ Saturn ┆ Sextile ┆ 60 ┆ 7.348 │\n", "│ … ┆ … ┆ … ┆ … ┆ … │\n", "│ Ketu ┆ Moon ┆ Semi Quintile ┆ 36 ┆ 1.831 │\n", "│ Ketu ┆ Mars ┆ Sextile ┆ 60 ┆ 6.903 │\n", "│ Ketu ┆ Mercury ┆ Sextile ┆ 60 ┆ 1.358 │\n", "│ Ketu ┆ Venus ┆ Semi Square ┆ 45 ┆ 2.511 │\n", "│ Ketu ┆ Saturn ┆ Sesqui Square ┆ 135 ┆ 2.549 │\n", "└──────┴─────────┴───────────────┴───────────┴───────────┘" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "planetary_aspects = vhd.get_planetary_aspects(chart)\n", "pl.DataFrame(planetary_aspects)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Consolidated Chart Data" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[{'LonDecDeg': [12.692, 11.394, 25.18],\n", " 'Object': ['III', 'Jupiter', 'Uranus'],\n", " 'Rasi': 'Aries',\n", " 'SignLonDMS': ['+12:41:33', '+11:23:38', '+25:10:49'],\n", " 'SignLonDecDeg': [12.692, 11.394, 25.18],\n", " 'isRetroGrade': [False, False, True]},\n", " {'LonDecDeg': [38.352, 59.592],\n", " 'Object': ['IV', 'V'],\n", " 'Rasi': 'Taurus',\n", " 'SignLonDMS': ['+08:21:08', '+29:35:31'],\n", " 'SignLonDecDeg': [8.352, 29.592],\n", " 'isRetroGrade': [False, False]},\n", " {'LonDecDeg': [81.019, 70.778],\n", " 'Object': ['VI', 'Syzygy'],\n", " 'Rasi': 'Gemini',\n", " 'SignLonDMS': ['+21:01:08', '+10:46:41'],\n", " 'SignLonDecDeg': [21.019, 10.778],\n", " 'isRetroGrade': [False, False]}]\n", "CPU times: total: 0 ns\n", "Wall time: 14.3 ms\n" ] } ], "source": [ "%%time\n", "## Pandas df.to_dict(orient = \"records\") style return\n", "consolidated_chart_data_style1 = vhd.get_consolidated_chart_data(planets_data=planets_data, houses_data=houses_data, return_style = \"dataframe_records\")\n", "pprint(consolidated_chart_data_style1[:3])" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "shape: (12, 6)
RasiObjectisRetroGradeLonDecDegSignLonDMSSignLonDecDeg
strlist[str]list[bool]list[f64]list[str]list[f64]
"Aries"["III", "Jupiter", "Uranus"][false, false, true][12.692, 11.394, 25.18]["+12:41:33", "+11:23:38", "+25:10:49"][12.692, 11.394, 25.18]
"Taurus"["IV", "V"][false, false][38.352, 59.592]["+08:21:08", "+29:35:31"][8.352, 29.592]
"Gemini"["VI", "Syzygy"][false, false][81.019, 70.778]["+21:01:08", "+10:46:41"][21.019, 10.778]
"Cancer"["VII"][false][108.596]["+18:35:46"][18.596]
"Leo"["Moon"][false][138.824]["+18:49:26"][18.824]
"Virgo"["VIII", "Ketu"][false, true][156.499, 176.655]["+06:29:55", "+26:39:17"][6.499, 26.655]
"Libra"["IX", "Fortuna"][false, false][192.692, 195.158]["+12:41:33", "+15:09:28"][12.692, 15.158]
"Scorpio"["X", "XI", … "Venus"][false, false, … false][218.352, 239.592, … 219.144]["+08:21:08", "+29:35:31", … "+09:08:37"][8.352, 29.592, … 9.144]
"Sagittarius"["XII", "Sun", "Mars"][false, false, false][261.019, 256.453, 243.558]["+21:01:08", "+16:27:12", "+03:33:28"][21.019, 16.453, 3.558]
"Capricorn"["I", "Asc", "Pluto"][false, null, false][288.596, 288.596, 275.185]["+18:35:46", "+18:35:46", "+05:11:07"][18.596, 18.5961, 5.185]
"Aquarius"["Saturn"][false][309.105]["+09:06:20"][9.105]
"Pisces"["II", "Neptune", … "Rahu"][false, false, … true][336.499, 330.894, … 356.655]["+06:29:55", "+00:53:38", … "+26:39:17"][6.499, 0.894, … 26.655]
" ], "text/plain": [ "shape: (12, 6)\n", "┌─────────────┬────────────────┬────────────────┬────────────────┬────────────────┬────────────────┐\n", "│ Rasi ┆ Object ┆ isRetroGrade ┆ LonDecDeg ┆ SignLonDMS ┆ SignLonDecDeg │\n", "│ --- ┆ --- ┆ --- ┆ --- ┆ --- ┆ --- │\n", "│ str ┆ list[str] ┆ list[bool] ┆ list[f64] ┆ list[str] ┆ list[f64] │\n", "╞═════════════╪════════════════╪════════════════╪════════════════╪════════════════╪════════════════╡\n", "│ Aries ┆ [\"III\", ┆ [false, false, ┆ [12.692, ┆ [\"+12:41:33\", ┆ [12.692, │\n", "│ ┆ \"Jupiter\", ┆ true] ┆ 11.394, 25.18] ┆ \"+11:23:38\", ┆ 11.394, 25.18] │\n", "│ ┆ \"Uranus\"] ┆ ┆ ┆ \"+25:… ┆ │\n", "│ Taurus ┆ [\"IV\", \"V\"] ┆ [false, false] ┆ [38.352, ┆ [\"+08:21:08\", ┆ [8.352, │\n", "│ ┆ ┆ ┆ 59.592] ┆ \"+29:35:31\"] ┆ 29.592] │\n", "│ Gemini ┆ [\"VI\", ┆ [false, false] ┆ [81.019, ┆ [\"+21:01:08\", ┆ [21.019, │\n", "│ ┆ \"Syzygy\"] ┆ ┆ 70.778] ┆ \"+10:46:41\"] ┆ 10.778] │\n", "│ Cancer ┆ [\"VII\"] ┆ [false] ┆ [108.596] ┆ [\"+18:35:46\"] ┆ [18.596] │\n", "│ Leo ┆ [\"Moon\"] ┆ [false] ┆ [138.824] ┆ [\"+18:49:26\"] ┆ [18.824] │\n", "│ … ┆ … ┆ … ┆ … ┆ … ┆ … │\n", "│ Scorpio ┆ [\"X\", \"XI\", … ┆ [false, false, ┆ [218.352, ┆ [\"+08:21:08\", ┆ [8.352, │\n", "│ ┆ \"Venus\"] ┆ … false] ┆ 239.592, … ┆ \"+29:35:31\", … ┆ 29.592, … │\n", "│ ┆ ┆ ┆ 219.144] ┆ \"+0… ┆ 9.144] │\n", "│ Sagittarius ┆ [\"XII\", \"Sun\", ┆ [false, false, ┆ [261.019, ┆ [\"+21:01:08\", ┆ [21.019, │\n", "│ ┆ \"Mars\"] ┆ false] ┆ 256.453, ┆ \"+16:27:12\", ┆ 16.453, 3.558] │\n", "│ ┆ ┆ ┆ 243.558] ┆ \"+03:… ┆ │\n", "│ Capricorn ┆ [\"I\", \"Asc\", ┆ [false, null, ┆ [288.596, ┆ [\"+18:35:46\", ┆ [18.596, │\n", "│ ┆ \"Pluto\"] ┆ false] ┆ 288.596, ┆ \"+18:35:46\", ┆ 18.5961, │\n", "│ ┆ ┆ ┆ 275.185] ┆ \"+05:… ┆ 5.185] │\n", "│ Aquarius ┆ [\"Saturn\"] ┆ [false] ┆ [309.105] ┆ [\"+09:06:20\"] ┆ [9.105] │\n", "│ Pisces ┆ [\"II\", ┆ [false, false, ┆ [336.499, ┆ [\"+06:29:55\", ┆ [6.499, 0.894, │\n", "│ ┆ \"Neptune\", … ┆ … true] ┆ 330.894, … ┆ \"+00:53:38\", … ┆ … 26.655] │\n", "│ ┆ \"Rahu\"] ┆ ┆ 356.655] ┆ \"+2… ┆ │\n", "└─────────────┴────────────────┴────────────────┴────────────────┴────────────────┴────────────────┘" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "result_df = pl.DataFrame(consolidated_chart_data_style1)\n", "result_df" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[{'Rasi': 'Aries',\n", " 'Object': ['III', 'Jupiter', 'Uranus'],\n", " 'isRetroGrade': [False, False, True],\n", " 'LonDecDeg': [12.692, 11.394, 25.18],\n", " 'SignLonDMS': ['+12:41:33', '+11:23:38', '+25:10:49'],\n", " 'SignLonDecDeg': [12.692, 11.394, 25.18]},\n", " {'Rasi': 'Taurus',\n", " 'Object': ['IV', 'V'],\n", " 'isRetroGrade': [False, False],\n", " 'LonDecDeg': [38.352, 59.592],\n", " 'SignLonDMS': ['+08:21:08', '+29:35:31'],\n", " 'SignLonDecDeg': [8.352, 29.592]},\n", " {'Rasi': 'Gemini',\n", " 'Object': ['VI', 'Syzygy'],\n", " 'isRetroGrade': [False, False],\n", " 'LonDecDeg': [81.019, 70.778],\n", " 'SignLonDMS': ['+21:01:08', '+10:46:41'],\n", " 'SignLonDecDeg': [21.019, 10.778]},\n", " {'Rasi': 'Cancer',\n", " 'Object': ['VII'],\n", " 'isRetroGrade': [False],\n", " 'LonDecDeg': [108.596],\n", " 'SignLonDMS': ['+18:35:46'],\n", " 'SignLonDecDeg': [18.596]},\n", " {'Rasi': 'Leo',\n", " 'Object': ['Moon'],\n", " 'isRetroGrade': [False],\n", " 'LonDecDeg': [138.824],\n", " 'SignLonDMS': ['+18:49:26'],\n", " 'SignLonDecDeg': [18.824]},\n", " {'Rasi': 'Virgo',\n", " 'Object': ['VIII', 'Ketu'],\n", " 'isRetroGrade': [False, True],\n", " 'LonDecDeg': [156.499, 176.655],\n", " 'SignLonDMS': ['+06:29:55', '+26:39:17'],\n", " 'SignLonDecDeg': [6.499, 26.655]},\n", " {'Rasi': 'Libra',\n", " 'Object': ['IX', 'Fortuna'],\n", " 'isRetroGrade': [False, False],\n", " 'LonDecDeg': [192.692, 195.158],\n", " 'SignLonDMS': ['+12:41:33', '+15:09:28'],\n", " 'SignLonDecDeg': [12.692, 15.158]},\n", " {'Rasi': 'Scorpio',\n", " 'Object': ['X', 'XI', 'Mercury', 'Venus'],\n", " 'isRetroGrade': [False, False, True, False],\n", " 'LonDecDeg': [218.352, 239.592, 238.013, 219.144],\n", " 'SignLonDMS': ['+08:21:08', '+29:35:31', '+28:00:45', '+09:08:37'],\n", " 'SignLonDecDeg': [8.352, 29.592, 28.013, 9.144]},\n", " {'Rasi': 'Sagittarius',\n", " 'Object': ['XII', 'Sun', 'Mars'],\n", " 'isRetroGrade': [False, False, False],\n", " 'LonDecDeg': [261.019, 256.453, 243.558],\n", " 'SignLonDMS': ['+21:01:08', '+16:27:12', '+03:33:28'],\n", " 'SignLonDecDeg': [21.019, 16.453, 3.558]},\n", " {'Rasi': 'Capricorn',\n", " 'Object': ['I', 'Asc', 'Pluto'],\n", " 'isRetroGrade': [False, None, False],\n", " 'LonDecDeg': [288.596, 288.596, 275.185],\n", " 'SignLonDMS': ['+18:35:46', '+18:35:46', '+05:11:07'],\n", " 'SignLonDecDeg': [18.596, 18.5961, 5.185]},\n", " {'Rasi': 'Aquarius',\n", " 'Object': ['Saturn'],\n", " 'isRetroGrade': [False],\n", " 'LonDecDeg': [309.105],\n", " 'SignLonDMS': ['+09:06:20'],\n", " 'SignLonDecDeg': [9.105]},\n", " {'Rasi': 'Pisces',\n", " 'Object': ['II', 'Neptune', 'Chiron', 'Rahu'],\n", " 'isRetroGrade': [False, False, False, True],\n", " 'LonDecDeg': [336.499, 330.894, 351.275, 356.655],\n", " 'SignLonDMS': ['+06:29:55', '+00:53:38', '+21:16:29', '+26:39:17'],\n", " 'SignLonDecDeg': [6.499, 0.894, 21.275, 26.655]}]" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" } ], "source": [ "result_df.to_dicts()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Consolidated Chart Data - RasiWise Style" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Length of consolidated chart data: 12\n", "CPU times: total: 0 ns\n", "Wall time: 14 ms\n" ] } ], "source": [ "%%time\n", "## JSON Style return grouped by Rasi order\n", "consolidated_chart_data_style2 = vhd.get_consolidated_chart_data(planets_data=planets_data, houses_data=houses_data)\n", "print(f\"Length of consolidated chart data: {len(consolidated_chart_data_style2)}\")" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "{'Aquarius': {'Saturn': {'LonDecDeg': 309.105,\n", " 'SignLonDMS': '+09:06:20',\n", " 'SignLonDecDeg': 9.105,\n", " 'is_Retrograde': False}},\n", " 'Aries': {'III': {'LonDecDeg': 12.692,\n", " 'SignLonDMS': '+12:41:33',\n", " 'SignLonDecDeg': 12.692,\n", " 'is_Retrograde': False},\n", " 'Jupiter': {'LonDecDeg': 11.394,\n", " 'SignLonDMS': '+11:23:38',\n", " 'SignLonDecDeg': 11.394,\n", " 'is_Retrograde': False},\n", " 'Uranus': {'LonDecDeg': 25.18,\n", " 'SignLonDMS': '+25:10:49',\n", " 'SignLonDecDeg': 25.18,\n", " 'is_Retrograde': True}},\n", " 'Cancer': {'VII': {'LonDecDeg': 108.596,\n", " 'SignLonDMS': '+18:35:46',\n", " 'SignLonDecDeg': 18.596,\n", " 'is_Retrograde': False}},\n", " 'Capricorn': {'Asc': {'LonDecDeg': 288.596,\n", " 'SignLonDMS': '+18:35:46',\n", " 'SignLonDecDeg': 18.5961,\n", " 'is_Retrograde': None},\n", " 'I': {'LonDecDeg': 288.596,\n", " 'SignLonDMS': '+18:35:46',\n", " 'SignLonDecDeg': 18.596,\n", " 'is_Retrograde': False},\n", " 'Pluto': {'LonDecDeg': 275.185,\n", " 'SignLonDMS': '+05:11:07',\n", " 'SignLonDecDeg': 5.185,\n", " 'is_Retrograde': False}},\n", " 'Gemini': {'Syzygy': {'LonDecDeg': 70.778,\n", " 'SignLonDMS': '+10:46:41',\n", " 'SignLonDecDeg': 10.778,\n", " 'is_Retrograde': False},\n", " 'VI': {'LonDecDeg': 81.019,\n", " 'SignLonDMS': '+21:01:08',\n", " 'SignLonDecDeg': 21.019,\n", " 'is_Retrograde': False}},\n", " 'Leo': {'Moon': {'LonDecDeg': 138.824,\n", " 'SignLonDMS': '+18:49:26',\n", " 'SignLonDecDeg': 18.824,\n", " 'is_Retrograde': False}},\n", " 'Libra': {'Fortuna': {'LonDecDeg': 195.158,\n", " 'SignLonDMS': '+15:09:28',\n", " 'SignLonDecDeg': 15.158,\n", " 'is_Retrograde': False},\n", " 'IX': {'LonDecDeg': 192.692,\n", " 'SignLonDMS': '+12:41:33',\n", " 'SignLonDecDeg': 12.692,\n", " 'is_Retrograde': False}},\n", " 'Pisces': {'Chiron': {'LonDecDeg': 351.275,\n", " 'SignLonDMS': '+21:16:29',\n", " 'SignLonDecDeg': 21.275,\n", " 'is_Retrograde': False},\n", " 'II': {'LonDecDeg': 336.499,\n", " 'SignLonDMS': '+06:29:55',\n", " 'SignLonDecDeg': 6.499,\n", " 'is_Retrograde': False},\n", " 'Neptune': {'LonDecDeg': 330.894,\n", " 'SignLonDMS': '+00:53:38',\n", " 'SignLonDecDeg': 0.894,\n", " 'is_Retrograde': False},\n", " 'Rahu': {'LonDecDeg': 356.655,\n", " 'SignLonDMS': '+26:39:17',\n", " 'SignLonDecDeg': 26.655,\n", " 'is_Retrograde': True}},\n", " 'Sagittarius': {'Mars': {'LonDecDeg': 243.558,\n", " 'SignLonDMS': '+03:33:28',\n", " 'SignLonDecDeg': 3.558,\n", " 'is_Retrograde': False},\n", " 'Sun': {'LonDecDeg': 256.453,\n", " 'SignLonDMS': '+16:27:12',\n", " 'SignLonDecDeg': 16.453,\n", " 'is_Retrograde': False},\n", " 'XII': {'LonDecDeg': 261.019,\n", " 'SignLonDMS': '+21:01:08',\n", " 'SignLonDecDeg': 21.019,\n", " 'is_Retrograde': False}},\n", " 'Scorpio': {'Mercury': {'LonDecDeg': 238.013,\n", " 'SignLonDMS': '+28:00:45',\n", " 'SignLonDecDeg': 28.013,\n", " 'is_Retrograde': True},\n", " 'Venus': {'LonDecDeg': 219.144,\n", " 'SignLonDMS': '+09:08:37',\n", " 'SignLonDecDeg': 9.144,\n", " 'is_Retrograde': False},\n", " 'X': {'LonDecDeg': 218.352,\n", " 'SignLonDMS': '+08:21:08',\n", " 'SignLonDecDeg': 8.352,\n", " 'is_Retrograde': False},\n", " 'XI': {'LonDecDeg': 239.592,\n", " 'SignLonDMS': '+29:35:31',\n", " 'SignLonDecDeg': 29.592,\n", " 'is_Retrograde': False}},\n", " 'Taurus': {'IV': {'LonDecDeg': 38.352,\n", " 'SignLonDMS': '+08:21:08',\n", " 'SignLonDecDeg': 8.352,\n", " 'is_Retrograde': False},\n", " 'V': {'LonDecDeg': 59.592,\n", " 'SignLonDMS': '+29:35:31',\n", " 'SignLonDecDeg': 29.592,\n", " 'is_Retrograde': False}},\n", " 'Virgo': {'Ketu': {'LonDecDeg': 176.655,\n", " 'SignLonDMS': '+26:39:17',\n", " 'SignLonDecDeg': 26.655,\n", " 'is_Retrograde': True},\n", " 'VIII': {'LonDecDeg': 156.499,\n", " 'SignLonDMS': '+06:29:55',\n", " 'SignLonDecDeg': 6.499,\n", " 'is_Retrograde': False}}}\n" ] } ], "source": [ "pprint(consolidated_chart_data_style2)" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Nr. of items in sign: Sagittarius 3\n" ] }, { "data": { "text/plain": [ "{'XII': {'is_Retrograde': False,\n", " 'LonDecDeg': 261.019,\n", " 'SignLonDMS': '+21:01:08',\n", " 'SignLonDecDeg': 21.019},\n", " 'Sun': {'is_Retrograde': False,\n", " 'LonDecDeg': 256.453,\n", " 'SignLonDMS': '+16:27:12',\n", " 'SignLonDecDeg': 16.453},\n", " 'Mars': {'is_Retrograde': False,\n", " 'LonDecDeg': 243.558,\n", " 'SignLonDMS': '+03:33:28',\n", " 'SignLonDecDeg': 3.558}}" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sign = \"Sagittarius\"\n", "print(f\"Nr. of items in sign: {sign}\",len(consolidated_chart_data_style2[sign]))\n", "consolidated_chart_data_style2[sign]" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'is_Retrograde': False,\n", " 'LonDecDeg': 256.453,\n", " 'SignLonDMS': '+16:27:12',\n", " 'SignLonDecDeg': 16.453}" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "consolidated_chart_data_style2[sign][\"Sun\"]" ] } ], "metadata": { "kernelspec": { "display_name": "astro", "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": "3.11.8" } }, "nbformat": 4, "nbformat_minor": 2 }