├── .gitignore ├── .vscode └── settings.json ├── README.md ├── requirements.txt └── site1 ├── app1 ├── __init__.py ├── admin.py ├── apps.py ├── data │ ├── cat.csv │ ├── scan1_Iq.txt │ └── scan2_Iq.txt ├── migrations │ └── __init__.py ├── models.py ├── plots.py ├── tests.py ├── urls.py └── views.py ├── db.sqlite3 ├── manage.py ├── site1 ├── __init__.py ├── settings.py ├── urls.py └── wsgi.py └── templates ├── base.html ├── index.html ├── plot.html ├── plot_fit.html ├── plot_live.html └── plot_multiple.html /.gitignore: -------------------------------------------------------------------------------- 1 | # Byte-compiled / optimized / DLL files 2 | __pycache__/ 3 | *.py[cod] 4 | *$py.class 5 | 6 | # C extensions 7 | *.so 8 | 9 | # Distribution / packaging 10 | .Python 11 | build/ 12 | develop-eggs/ 13 | dist/ 14 | downloads/ 15 | eggs/ 16 | .eggs/ 17 | lib/ 18 | lib64/ 19 | parts/ 20 | sdist/ 21 | var/ 22 | wheels/ 23 | *.egg-info/ 24 | .installed.cfg 25 | *.egg 26 | MANIFEST 27 | 28 | # PyInstaller 29 | # Usually these files are written by a python script from a template 30 | # before PyInstaller builds the exe, so as to inject date/other infos into it. 31 | *.manifest 32 | *.spec 33 | 34 | # Installer logs 35 | pip-log.txt 36 | pip-delete-this-directory.txt 37 | 38 | # Unit test / coverage reports 39 | htmlcov/ 40 | .tox/ 41 | .coverage 42 | .coverage.* 43 | .cache 44 | nosetests.xml 45 | coverage.xml 46 | *.cover 47 | .hypothesis/ 48 | .pytest_cache/ 49 | 50 | # Translations 51 | *.mo 52 | *.pot 53 | 54 | # Django stuff: 55 | *.log 56 | .static_storage/ 57 | .media/ 58 | local_settings.py 59 | 60 | # Flask stuff: 61 | instance/ 62 | .webassets-cache 63 | 64 | # Scrapy stuff: 65 | .scrapy 66 | 67 | # Sphinx documentation 68 | docs/_build/ 69 | 70 | # PyBuilder 71 | target/ 72 | 73 | # Jupyter Notebook 74 | .ipynb_checkpoints 75 | 76 | # pyenv 77 | .python-version 78 | 79 | # celery beat schedule file 80 | celerybeat-schedule 81 | 82 | # SageMath parsed files 83 | *.sage.py 84 | 85 | # Environments 86 | .env 87 | .venv 88 | env/ 89 | venv/ 90 | ENV/ 91 | env.bak/ 92 | venv.bak/ 93 | 94 | # Spyder project settings 95 | .spyderproject 96 | .spyproject 97 | 98 | # Rope project settings 99 | .ropeproject 100 | 101 | # mkdocs documentation 102 | /site 103 | 104 | # mypy 105 | .mypy_cache/ 106 | -------------------------------------------------------------------------------- /.vscode/settings.json: -------------------------------------------------------------------------------- 1 | // Place your settings in this file to overwrite default and user settings. 2 | { 3 | "editor.rulers": [80,100], 4 | "files.exclude": { 5 | "**/*.pyc": true, 6 | "**/__pycache__": true, 7 | "**/*.*~": true, 8 | "**/venv": true, 9 | "**/dist": true, 10 | "**/.settings": true, 11 | "**/.vscode": true, 12 | "**/.gitignore": true, 13 | "**/dump.rdb": true, 14 | "**/.cache": true, 15 | "**/.pytest_cache": true, 16 | }, 17 | "files.associations": { 18 | "**/env.base": "ini" 19 | }, 20 | // 21 | "python.pythonPath": "${workspaceFolder}/venv/bin/python", 22 | // Pylint 23 | "python.linting.enabled": true, 24 | "python.linting.pylintEnabled": false, 25 | "python.linting.flake8Enabled": true, 26 | 27 | // formatter 28 | "python.formatting.provider": "autopep8", 29 | "python.formatting.autopep8Path": "${workspaceRoot}/venv/bin/autopep8", 30 | 31 | } -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Integrating PlotLy into Django 2 | 3 | ## Notes 4 | 5 | - Updated to use Django 3.0 6 | 7 | ## Intructions 8 | 9 | Very simple introduction of using PlotLy in a Django webapp. 10 | 11 | Create your plot using the Plotly `Figure` with `data` and `layout` : 12 | ```python 13 | fig = go.Figure(data=data, layout=layout) 14 | ``` 15 | 16 | Import the function `from plotly.offline import plot` which creates a `
(...)
` to be rendered in the template: 17 | ```python 18 | plot_div = plot(fig, output_type='div', include_plotlyjs=False) 19 | ``` 20 | 21 | In the view append the `div` above to the `context_data`: 22 | ```python 23 | context['plot'] = plot_div 24 | ``` 25 | 26 | Then in the respective template: 27 | 28 | 1. Add to the HTML head: 29 | ```html 30 | 31 | ``` 32 | 33 | 2. Somewhere in the HTML body, call the context variable and render it as `safe`: 34 | ```html 35 |
{{plot|safe}}
36 | ``` 37 | 38 | Note that I used `include_plotlyjs=False` in the `plotly.offline.plot`, and in the top of my template, I explcity include the PlotLy JavaScript. In the case you want to display several plots in same webapp, the browser should be smart enough to cache the `plotly-latest.min.js` thus speeding up the the graphic display process. 39 | 40 | # TLTR; 41 | 42 | Tests using Plot.ly inside Django. 43 | 44 | **Testing** 45 | 46 | - 1D 47 | - 2D 48 | - 3D surface plot 49 | - 1D generated from Ajax (to test plotly speed) 50 | - 1D from CSV files 51 | - Live 2D Plot 52 | - 3D scatter plot to test PlotLy speed with multiple 3D points 53 | 54 | ## Installation 55 | 56 | Requirements are in the requirements.txt file. 57 | 58 | Use `virtualenv`: 59 | 60 | ```bash 61 | virtualenv -p python3 venv 62 | source venv/bin/activate 63 | pip install -U -r requirements.txt 64 | ``` 65 | 66 | # Run it: 67 | 68 | ```bash 69 | cd site1/ 70 | ./manage.py makemigrations 71 | ./manage.py migrate 72 | ./manage.py runserver 0.0.0.0:8000 73 | ``` 74 | 75 | Go to: 76 | [http://127.0.0.1:8000](http://127.0.0.1:8000) 77 | 78 | 79 | ## Code: 80 | 81 | The main code is in: 82 | ``` 83 | site1/app1 84 | ``` 85 | 86 | Views: 87 | ``` 88 | site1/app1/views.py 89 | ``` 90 | 91 | Code for plots is here: 92 | ``` 93 | site1/app1/plots.py 94 | ``` 95 | 96 | -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- 1 | asgiref==3.2.10 2 | Django==3.1.1 3 | numpy==1.19.2 4 | plotly==4.10.0 5 | pytz==2020.1 6 | retrying==1.3.3 7 | six==1.15.0 8 | sqlparse==0.3.1 9 | -------------------------------------------------------------------------------- /site1/app1/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ricleal/DjangoPlotLy/bc4475e6dccbef797709bd27e1c476857b5fa8e8/site1/app1/__init__.py -------------------------------------------------------------------------------- /site1/app1/admin.py: -------------------------------------------------------------------------------- 1 | from django.contrib import admin 2 | 3 | # Register your models here. 4 | -------------------------------------------------------------------------------- /site1/app1/apps.py: -------------------------------------------------------------------------------- 1 | from __future__ import unicode_literals 2 | 3 | from django.apps import AppConfig 4 | 5 | 6 | class App1Config(AppConfig): 7 | name = 'app1' 8 | -------------------------------------------------------------------------------- /site1/app1/data/cat.csv: -------------------------------------------------------------------------------- 1 | -17.03417778 18.97228241 40.4824028 2 | -16.88148117 21.81545067 44.15679932 3 | -16.74958229 18.15491104 34.13147354 4 | -16.87691879 20.59828568 36.27180862 5 | -16.84934044 17.40371132 42.99398422 6 | -16.72036171 17.98646164 45.94487381 7 | -16.89770508 23.67533302 41.51876068 8 | -16.67330933 25.79009438 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27.12674904 1754 | 2.3187108 -45.66449738 65.5990448 1755 | 0.56910866 -47.26179123 65.68334961 1756 | 0.31648684 -51.47993469 66.47424316 1757 | 1.50020826 -28.69052124 26.35077286 1758 | 0.30121931 -71.48464203 50.55261993 1759 | 0.4167659 -84.05283356 50.78950119 1760 | 0.26526493 -80.99671936 45.69287109 1761 | 0.61782092 -79.91579437 47.87494278 1762 | 0.46607143 25.46333504 33.09883118 1763 | 0.83634722 -65.37047577 45.10726166 1764 | 0.81690097 -69.09169769 45.6367836 1765 | 1.11024392 17.88219452 32.90065384 1766 | 0.88609385 105.01300812 94.78870392 1767 | 1.17591512 -84.37639618 50.32385254 1768 | 0.50243682 16.66303635 32.40911484 1769 | 0.70261985 104.48630524 90.49941254 1770 | 2.28181195 -48.1873703 32.90354919 1771 | 0.78382391 102.08709717 89.47371674 1772 | 0.76710892 99.4006424 88.68313599 1773 | 1.28454924 37.47067642 47.53099442 1774 | 0.48388416 -79.57865906 45.33884811 1775 | 0.73914289 -79.79264832 64.09480286 1776 | 0.74277276 4.45341444 70.13661194 1777 | 1.55327773 -22.91454506 26.73262024 1778 | 0.45498961 80.66664886 80.95443726 1779 | 0.68403506 -7.54764462 69.82759857 1780 | 0.57312524 -85.16677094 50.31153488 1781 | 0.04440892 38.38113785 50.29600143 1782 | 0.88814545 105.98416901 93.02828217 1783 | 1.42943943 -75.2635498 46.03909683 1784 | 0.39564711 -81.99884796 47.01108932 1785 | 0.97644734 -85.08334351 50.90260315 1786 | 0.51687604 98.78059387 94.05153656 1787 | 0.54288441 72.0634613 71.09146118 1788 | 0.93659294 -59.6325264 44.47543335 1789 | 0.53788382 93.76043701 93.53105164 1790 | 0.51752138 88.69741821 92.19963074 1791 | 0.53303099 82.77165222 89.62947083 1792 | 0.53754771 68.52325439 67.27815247 1793 | 0.56627995 -74.47319794 50.86723328 1794 | 0.57145506 77.24468994 86.23395538 1795 | 0.56453699 14.22640038 31.30559921 1796 | 0.75511372 -77.50182343 49.22761154 1797 | 0.57925886 62.79878998 62.57444763 1798 | 1.28567111 29.02957344 66.10962677 1799 | 1.18790102 35.42185211 42.48865509 1800 | 1.14050841 -76.778862 52.1286087 1801 | 0.60026532 56.15254974 58.54611588 1802 | 0.60058951 73.81217194 83.39042664 1803 | 1.41731155 -71.87696838 51.25566483 1804 | 1.55135965 -31.81667519 26.52784157 1805 | 0.60005146 -34.5501442 65.64827728 1806 | 1.41247523 34.19087219 40.29410553 1807 | 0.64804769 70.41113281 80.04995728 1808 | 0.72916454 48.70296097 55.58143997 1809 | 0.65651506 66.8977356 75.36267853 1810 | 0.55098277 -72.25889587 45.86917496 1811 | 2.10512829 -19.10232925 27.55991173 1812 | 0.69305336 63.27371979 71.74647522 1813 | 0.75101107 -73.43228149 52.64293671 1814 | 0.36788023 -57.03523636 67.05220795 1815 | 1.39774716 25.81438255 33.2494545 1816 | 0.72834706 58.66767502 68.38354492 1817 | 1.52444577 38.95755768 51.66897583 1818 | 1.79524934 -58.41401672 67.01742554 1819 | 1.02026832 22.4174614 32.85577774 1820 | 0.78643203 -77.32055664 50.28482056 1821 | 1.42764521 -60.96456528 67.77973175 1822 | 1.33556473 45.46691132 54.71673965 1823 | 0.76387209 52.44760132 65.37110138 1824 | 0.74916202 12.68910027 30.6711998 1825 | 1.40097523 39.71223068 52.59128952 1826 | 1.49945915 -1.99345756 30.27256393 1827 | 1.68577063 -82.66996765 55.37353516 1828 | 1.29808748 43.35468674 54.23121262 1829 | 1.35756838 -79.85556793 50.18726349 1830 | 1.13874984 28.55914116 34.39611053 1831 | 1.37202966 41.06994247 53.4899826 1832 | 1.36262119 3.78867769 30.3962059 1833 | 0.92237598 -80.57393646 45.79098892 1834 | 0.89453435 46.58729935 63.54059982 1835 | 0.75698519 -78.6457901 49.00989914 1836 | 1.10281396 -7.39983606 29.95660591 1837 | 1.62008286 -81.33781433 48.02545929 1838 | 0.92890978 -10.89353752 29.45508385 1839 | 1.2005862 103.71313477 94.70948029 1840 | 1.05890357 -75.73445892 50.64754105 1841 | 0.91422397 10.52039814 30.39875793 1842 | 0.92138815 43.78897858 63.06407928 1843 | 2.46512532 -67.10515594 69.35274506 1844 | 1.10518801 -76.31080627 49.9051857 1845 | 1.50869274 -39.32130432 28.32421684 1846 | 1.34284341 30.41396904 35.74667358 1847 | 1.89949155 -46.00395203 31.25698662 1848 | 1.2517705 -80.16661835 48.06229019 1849 | 1.46216476 -78.00286102 49.01347733 1850 | 1.43659377 -75.81552124 49.96681595 1851 | 1.10605037 95.00782776 88.16156006 1852 | 1.15867651 -78.0389328 51.80020142 1853 | 1.13829625 90.60275269 86.89903259 1854 | 1.16147447 85.84835052 84.70941925 1855 | 2.13200855 -82.40942383 56.57487106 1856 | 1.90978444 104.91913605 91.83049774 1857 | 1.72329831 -25.89479828 26.36868858 1858 | 3.74179459 -72.23464966 69.00718689 1859 | 1.22179079 81.06505585 81.61795044 1860 | 1.49040425 36.57816696 45.18334198 1861 | 1.64280975 -61.28535461 45.09398651 1862 | 1.88641 -0.47430775 70.00844574 1863 | 1.6005491 -24.23976326 67.0984726 1864 | 2.3818469 -79.9516449 47.76772308 1865 | 1.6398468 23.20343781 32.75685501 1866 | 1.79562974 -29.24905014 65.7956543 1867 | 1.21987998 32.65530014 37.9538002 1868 | 1.24561799 -73.8181839 51.73818588 1869 | 1.2730993 76.88124847 77.89231873 1870 | 1.96181905 -12.48130131 68.96561432 1871 | 1.43265152 -75.19052124 51.72351074 1872 | 2.28808904 -42.71751022 65.81580353 1873 | 1.31025994 98.80458069 93.5838089 1874 | 2.07612205 -55.78424072 42.19995117 1875 | 1.29434049 74.82252502 75.54070282 1876 | 2.56497359 -53.22840118 39.71559143 1877 | 2.80659938 10.39849758 69.69488525 1878 | 2.02150297 -57.72476959 43.81892395 1879 | 1.64651513 -32.34598541 65.53478241 1880 | 1.97453666 -84.24571228 49.36385727 1881 | 1.36643457 -73.54258728 52.26485062 1882 | 1.34818089 93.37253571 92.97219086 1883 | 1.37617803 71.86881256 71.3600235 1884 | 1.37015355 87.61372375 91.24402618 1885 | 1.55730557 38.17011261 63.01338196 1886 | 1.40348017 81.88082886 88.53639221 1887 | 1.94601703 34.65231705 63.58755875 1888 | 1.44361186 67.38092041 66.71170807 1889 | 3.09586048 -50.68889236 35.78437424 1890 | 2.29898906 -80.15839386 47.40904999 1891 | 2.29127359 -51.02655792 66.03625488 1892 | 1.46699584 76.42371368 84.93270111 1893 | 1.55901003 48.4740448 55.70580292 1894 | 2.24933839 17.2890873 69.13031006 1895 | 1.54485011 60.91781235 61.8040657 1896 | 2.21827936 -81.01351166 47.06177521 1897 | 3.48141694 -76.72141266 66.75456238 1898 | 1.51861608 55.42811966 58.68995285 1899 | 1.54692185 70.89212036 79.771492 1900 | 2.10861635 -75.04246521 49.07568741 1901 | 2.09043002 -79.25541687 49.6411438 1902 | 2.92201424 -80.56648254 62.68781662 1903 | 2.35853267 22.21840858 68.16038513 1904 | 2.04492736 -77.90635681 50.79903412 1905 | 2.31103659 31.51513863 64.98938751 1906 | 1.65262532 104.07346344 90.87718201 1907 | 2.59992504 -82.50202179 59.52125168 1908 | 1.56381249 67.23884583 74.87552643 1909 | 3.19776368 -75.48085022 67.72039032 1910 | 2.02079725 104.98274231 92.97136688 1911 | 2.88503647 -76.61723328 46.73308945 1912 | 1.61384046 62.53719711 70.43289948 1913 | 2.35844827 -78.4874115 49.31816864 1914 | 2.49535894 -83.35535431 48.15251541 1915 | 3.31970382 -73.67897797 68.59745026 1916 | 2.38199544 -47.84184265 65.62049103 1917 | 1.69360161 58.10214615 67.43930817 1918 | 1.92580497 17.43195343 32.78012085 1919 | 1.73597002 51.30789948 57.0802002 1920 | 1.86248267 103.26344299 93.98176575 1921 | 1.78237486 51.95618057 64.53835297 1922 | 1.80105793 -82.78748322 47.30247116 1923 | 2.99061799 -82.65543365 58.34479904 1924 | 2.11871147 -82.63483429 53.87293243 1925 | 1.82584298 100.00445557 89.4547348 1926 | 1.9269017 -71.67777252 46.20412827 1927 | 2.35942745 -69.28005981 46.0755806 1928 | 2.70235491 2.28794789 30.27010918 1929 | 1.87583733 94.8032608 88.64220428 1930 | 2.79262161 -14.05249691 28.96761131 1931 | 1.79328847 6.41150236 2.02195859 1932 | 2.73615432 11.22205925 32.24354172 1933 | 1.89610481 89.18031311 86.89742279 1934 | 2.06403279 31.02045441 36.55700302 1935 | 1.90069997 10.02350044 30.56360054 1936 | 2.02920222 45.24847794 62.58633423 1937 | 2.27295375 103.92360687 93.28037262 1938 | 1.93159533 83.75738525 84.06308746 1939 | 1.95106995 9.06630993 30.10910034 1940 | 1.95210004 7.31513023 30.15839958 1941 | 2.22502494 26.32428551 33.45237732 1942 | 2.07941628 5.7792654 3.38062954 1943 | 2.03716373 99.24546814 92.89228058 1944 | 2.23426032 -76.74119568 50.2215271 1945 | 2.13905025 7.50243998 1.1153003 1946 | 2.01785636 79.67089844 81.1423645 1947 | 2.32352066 4.88931561 1.53320754 1948 | 3.29043031 -40.33744049 65.6964035 1949 | 2.40319967 47.31633759 55.69660187 1950 | 2.11500764 75.0958786 76.84984589 1951 | 2.41829395 -56.66642761 66.41841125 1952 | 2.0918138 93.48257446 92.18170166 1953 | 2.65955591 -32.98430634 26.44798088 1954 | 2.3010447 -81.61990356 55.02222824 1955 | 2.19219017 41.77660751 62.49131012 1956 | 2.72072816 -77.36206055 50.88108826 1957 | 2.1274941 87.69163513 90.38575745 1958 | 3.37677217 38.57556915 51.28227615 1959 | 1.71879232 -20.07091713 67.84537506 1960 | 2.64860177 12.87287331 32.4343605 1961 | 2.81132865 -59.83633804 45.10040283 1962 | 3.56346869 -35.05355453 64.98601532 1963 | 2.63639188 36.62046814 62.68771744 1964 | 2.17828918 82.13092804 87.69251251 1965 | 2.45542622 6.52120256 0.60901916 1966 | 2.90354562 -78.42343903 48.75096512 1967 | 2.91859746 4.89667606 69.8144455 1968 | 2.33549714 -36.67409897 27.31091499 1969 | 2.97730064 -3.02872252 69.722229 1970 | 2.25935197 70.9914093 71.19882965 1971 | 2.46979284 6.53719854 4.87325478 1972 | 2.39574265 28.17967606 34.35585403 1973 | 3.38381672 -7.24085569 69.3272934 1974 | 4.65591764 -68.90699768 69.24095154 1975 | 2.28307819 76.89395142 84.15259552 1976 | 2.31939125 -75.21178436 49.42433548 1977 | 2.39742994 100.40396881 90.24482727 1978 | 2.73979521 8.44922924 4.66002417 1979 | 2.9309752 -78.15015411 47.12828064 1980 | 2.81928611 21.01839066 32.29400635 1981 | 3.16041946 -46.31019211 31.55667496 1982 | 3.19077921 -62.28104782 45.76342773 1983 | 1.86686718 -83.98535919 51.28449249 1984 | 2.35013604 66.15544128 66.5619278 1985 | 2.37654161 71.7292099 79.38681793 1986 | 2.39833879 60.52265167 62.31558228 1987 | 2.56641579 -64.32145691 45.52651978 1988 | 2.75478292 4.80520439 3.41562796 1989 | 3.01582789 35.02357864 63.02867889 1990 | 3.15178156 -28.7344532 26.21360207 1991 | 2.41569996 32.59260178 38.43090057 1992 | 2.52159286 102.88851166 92.02839661 1993 | 2.72698379 35.27073669 42.62713242 1994 | 2.43989754 67.73484039 74.04192352 1995 | 2.45583749 55.19243622 59.42254257 1996 | 2.33413053 8.6969738 1.73415709 1997 | 3.29475641 13.58586979 69.3784256 1998 | 4.8027916 -71.24523926 69.09074402 1999 | 2.48666 93.97380829 89.20173645 2000 | 2.50769734 62.95062256 69.55727386 2001 | 2.53908205 99.45649719 92.00074768 2002 | 2.88700867 41.91637421 54.7529335 2003 | 3.23018527 -83.37691498 50.04185867 2004 | 2.52402735 88.72603607 87.48777008 2005 | 2.66808677 51.06250381 57.82142258 2006 | 2.6123805 58.07527924 66.31362152 2007 | 2.58719635 83.6728363 84.93044281 2008 | 2.76500702 5.24888086 0.98004693 2009 | 3.4217279 -78.6024704 49.73764801 2010 | 2.72533131 5.40175724 4.525033 2011 | 3.62342429 -22.50931358 26.71175385 2012 | 2.9306004 46.61923981 55.94367599 2013 | 2.72734427 -80.94229126 55.39758301 2014 | 2.94490027 39.98254395 53.85780716 2015 | 2.62969804 93.65040588 91.17228699 2016 | 2.80632448 -80.11449432 55.69697189 2017 | 3.33905578 -77.95614624 49.96120071 2018 | 2.66989231 88.10494995 89.44332123 2019 | 2.69507241 78.84548187 81.53086853 2020 | 2.76222277 94.71161652 90.29814148 2021 | 2.71618557 52.14736557 63.56980515 2022 | 2.74834967 -81.25114441 55.96455765 2023 | 3.19941187 39.15560532 52.94263458 2024 | 3.33696365 10.08235168 4.84251928 2025 | 2.79202795 -79.87136078 56.81400299 2026 | 2.74043155 82.63816833 86.76977539 2027 | 3.44577813 8.21807384 0.69482797 2028 | 3.3317368 -81.28129578 56.96166992 2029 | 2.78301048 74.22075653 77.06350708 2030 | 3.38828158 -23.15390396 66.76869965 2031 | 2.85122085 77.57746887 83.28804016 2032 | 3.65084958 26.9163475 66.50496674 2033 | 2.81098843 88.31902313 88.361763 2034 | 3.05010009 45.46905518 61.58505249 2035 | 2.84646988 15.91870975 32.26727295 2036 | 4.04535198 -73.66155243 47.21533585 2037 | 3.62609243 -82.92372131 49.11694717 2038 | 2.88192725 -40.48635101 28.74089241 2039 | 2.92298746 81.14073181 84.54129028 2040 | 3.46419764 -81.60346222 47.73288727 2041 | 3.76887274 -81.65718079 53.3783226 2042 | 2.97393537 23.8265686 32.63902664 2043 | 2.96156454 72.98028564 79.00146484 2044 | 4.09431982 -56.20004272 43.73617554 2045 | 4.21833658 -31.85700035 64.75541687 2046 | 2.95125413 70.22678375 71.72402191 2047 | 3.03385305 -79.77682495 57.35553741 2048 | 3.17947674 4.35742378 2.13310385 2049 | 2.32565975 -54.61277008 41.30896759 2050 | 3.72489023 -78.64865875 47.79899597 2051 | 3.84578562 -81.16766357 54.68719101 2052 | 2.95498633 7.4513216 30.63072205 2053 | 3.7636888 -2.42741537 30.4544239 2054 | 3.27044034 -78.51210785 48.86949921 2055 | 4.0509181 -81.02677155 61.66552353 2056 | 2.99502993 5.30003023 30.0890007 2057 | 3.05318999 -33.29048157 1.21745932 2058 | 3.06256938 68.62094879 73.31798553 2059 | 3.45396924 -60.71657562 67.29779816 2060 | 2.7555232 9.70531654 31.63273811 2061 | 3.05909061 -30.92167282 1.96287704 2062 | 3.0480516 65.60980225 67.28109741 2063 | 3.7051363 -47.9907608 32.92467117 2064 | 3.01882005 6.77932978 30.08839989 2065 | 3.23180914 6.3978982 6.01544714 2066 | 3.30772424 30.61612892 36.47492599 2067 | 3.10080791 73.57002258 77.92707825 2068 | 3.09132528 60.05171204 63.1548233 2069 | 3.01899409 22.68146515 33.59188843 2070 | 3.13088131 -31.35789871 3.30332947 2071 | 3.62991285 -34.6989212 27.32133865 2072 | 3.24101353 -33.16434097 2.90026188 2073 | 3.12603354 63.36278915 68.41927338 2074 | 4.42243385 -53.0937767 40.48015976 2075 | 3.32217431 37.78698349 48.34693146 2076 | 4.56592941 36.95070648 45.95160675 2077 | 4.05425262 28.30482864 34.78796005 2078 | 3.32329535 -30.86323166 -0.07171541 2079 | 3.13471079 17.32732391 33.15195084 2080 | 3.19542956 53.96242523 59.98414993 2081 | 3.99407887 -8.07219219 30.35540962 2082 | 3.32382941 -32.08246994 -0.20114699 2083 | 3.22216034 69.67546082 72.74752808 2084 | 3.46844149 46.22739029 56.49226761 2085 | 3.36305904 -32.19649124 26.72962189 2086 | 3.13501167 -77.68139648 49.38651276 2087 | 3.93300772 -82.29439545 59.36100769 2088 | 3.20452762 33.70803833 40.37368774 2089 | 3.47329712 11.96394539 31.90014267 2090 | 3.28320813 42.01908493 61.52829361 2091 | 3.8867805 -79.93327332 47.66552353 2092 | 3.22642279 58.96073151 65.47223663 2093 | 3.57513309 5.67917013 5.69073343 2094 | 4.08564425 -64.80861664 68.67068481 2095 | 4.24429989 -77.81781006 48.45228577 2096 | 3.45935917 -79.70562744 57.85092163 2097 | 3.35284352 52.03500748 62.18975449 2098 | 3.32005239 65.04546356 68.27763367 2099 | 3.56958604 5.61548042 0.60654396 2100 | 3.38972044 24.48230934 33.89141464 2101 | 4.32595682 -49.48742676 34.57359314 2102 | 3.43931079 3.79295826 1.08381414 2103 | 3.39374804 59.64029312 64.3381424 2104 | 3.46765971 -31.48147774 4.34149218 2105 | 3.84535623 20.11608315 33.01283646 2106 | 3.46425152 26.64859772 33.63691711 2107 | 3.39463234 50.48919296 58.86351395 2108 | 3.44629192 -13.1850481 68.4817276 2109 | 3.72685647 10.86950111 4.5362978 2110 | 3.6707058 -34.45229721 1.42449248 2111 | 4.37256002 -43.56106186 65.58439636 2112 | 4.50141335 -66.32254028 46.58442307 2113 | 3.64261007 -28.17870331 26.46284866 2114 | 3.91049242 -49.71483612 65.35596466 2115 | 3.68866587 3.20861149 2.33728933 2116 | 4.06543398 10.70350456 2.54821897 2117 | 3.71893287 -28.20119286 3.72141814 2118 | 4.22062349 -25.70376968 26.26355553 2119 | 3.56807661 51.50681686 60.45561981 2120 | 3.3327651 -77.55872345 65.88717651 2121 | 4.14533186 -57.31650162 65.71963501 2122 | 3.714818 -44.10542297 30.42535019 2123 | 3.89458847 -54.4697876 65.50095367 2124 | 3.76180363 8.64445114 7.03980541 2125 | 4.43250322 12.85235596 31.70784378 2126 | 3.89225483 -33.67732239 0.01810907 2127 | 3.68053341 4.67658567 -0.03800935 2128 | 3.52925515 -25.93242073 3.71726084 2129 | 3.59285259 -27.63511848 65.60741425 2130 | 3.82812023 12.16578579 32.08524704 2131 | 5.31181335 -75.61468506 48.33621216 2132 | 4.19266558 8.16968918 32.51042557 2133 | 3.62209368 -18.52199745 27.76763153 2134 | 3.74665332 -25.64672279 3.13338709 2135 | 3.71199298 -26.91209412 3.39884853 2136 | 4.19601679 3.4866631 4.10669088 2137 | 3.7796309 45.59523392 60.2919426 2138 | 4.03768015 -57.84222794 44.97251129 2139 | 4.08310127 37.51014709 61.31566238 2140 | 3.85306478 46.12683105 57.43387222 2141 | 4.42871428 10.33904266 8.6470623 2142 | 3.6678462 32.45458221 38.9433403 2143 | 3.63780499 -27.87452888 1.52354455 2144 | 5.15672445 35.86169052 43.89058304 2145 | 4.5064187 7.45716715 0.44267946 2146 | 4.40729856 -54.36283112 42.13043976 2147 | 3.89293766 -26.30454636 2.34451985 2148 | 4.52803993 32.45796967 63.79066086 2149 | 3.93188429 40.65055084 55.777668 2150 | 4.02854109 -32.66099167 4.22140026 2151 | 4.705585 -70.3037796 47.22159576 2152 | 3.90217519 17.50322151 68.77109528 2153 | 4.19118261 -81.40908051 57.45614243 2154 | 3.93561411 -31.34962463 27.08786201 2155 | 4.72688961 -76.3090744 67.68231201 2156 | 4.22820902 -27.54491043 27.09030533 2157 | 3.84389496 -82.01159668 48.41764832 2158 | 5.08167171 -80.62892914 50.77019119 2159 | 3.44920492 -79.72717285 55.1617775 2160 | 4.30038881 3.75452375 0.0118829 2161 | 4.13642836 44.66666031 58.50888443 2162 | 4.51910019 -32.01088333 -0.69509828 2163 | 4.1388998 -24.93567085 3.47464275 2164 | 4.0523057 -27.98604965 4.7816205 2165 | 4.22347021 5.94527817 31.9622345 2166 | 3.97553658 3.38767934 30.29410362 2167 | 4.75468349 20.63134956 32.70675278 2168 | 4.10045815 -30.73077774 5.11517954 2169 | 4.53102779 -47.42311478 65.22764587 2170 | 4.10394669 -34.73141479 1.86652422 2171 | 4.17454576 -81.62392426 52.39610291 2172 | 4.9046278 -36.66197968 28.20810127 2173 | 4.09879065 26.76649094 34.72891617 2174 | 4.78826571 29.54654694 65.12312317 2175 | 4.43800402 35.92211533 61.56873322 2176 | 4.36404848 -79.54489899 58.23555374 2177 | 4.70671225 -42.61410522 30.12752151 2178 | 3.97633004 5.21484995 30.87599945 2179 | 4.15901184 -12.57232952 29.57749367 2180 | 3.98766994 4.83535004 30.23200035 2181 | 4.45924616 -24.01634979 9.26393223 2182 | 4.02854013 43.32089996 60.14400101 2183 | 4.45153189 4.65951586 -0.42753828 2184 | 4.03349066 22.53015137 67.7175827 2185 | 4.69851637 7.89364243 8.06895161 2186 | 4.30325842 -21.03927422 27.14356995 2187 | 4.38888216 -28.01578903 -0.27042598 2188 | 4.20578814 39.05433655 54.61907578 2189 | 4.55902529 -25.10917473 10.20262909 2190 | 4.16520739 40.6843338 60.74541473 2191 | 5.2800889 37.55645752 47.95837784 2192 | 3.79631782 -38.04351425 65.34056854 2193 | 4.10994768 3.02182078 0.959472 2194 | 4.36065769 5.84703302 -0.5289101 2195 | 4.42985821 17.98797989 32.13090897 2196 | 4.0850811 31.13160324 37.70252991 2197 | 4.72204113 13.46667385 31.37056541 2198 | 4.40257454 40.06382751 56.69743729 2199 | 4.98738384 2.53988433 2.16538835 2200 | 4.24633932 -79.61268616 55.09738541 2201 | 4.64415884 -80.04312897 48.48851013 2202 | 4.65721941 11.77533627 8.29333496 2203 | 4.62346268 -30.44502449 -0.62057859 2204 | 5.09762907 -34.1799736 0.50995278 2205 | 5.93308592 -80.57901764 55.04813766 2206 | 5.78823233 22.22852707 33.08740616 2207 | 4.52657175 5.54984426 5.90444374 2208 | 4.54241037 -45.99702835 31.74749184 2209 | 4.89105511 11.84369373 4.24675608 2210 | 4.65791941 7.88998795 32.17047882 2211 | 4.92318964 -60.85224152 66.7849884 2212 | 4.64199448 -28.66658783 5.50525236 2213 | 4.57018089 -27.47119904 27.56638908 2214 | 5.06591845 -22.50482559 26.99854279 2215 | 4.88002396 -26.10562134 9.97893047 2216 | 4.9342742 -77.12883759 65.75552368 2217 | 4.56688213 40.82308578 59.78175354 2218 | 5.08105183 -25.25926018 28.57773399 2219 | 4.82728338 -76.79561615 67.0662384 2220 | 4.31395054 -24.50730705 6.27259874 2221 | 4.62027597 -23.98444366 11.62166595 2222 | 5.19784164 -73.83333588 68.81520844 2223 | 4.63136721 -34.58370972 2.53780055 2224 | 5.54192352 2.9031775 0.86511457 2225 | 4.57430315 38.38564301 52.05869293 2226 | 4.81810999 39.02672577 58.46292877 2227 | 5.06377077 -31.69059563 5.04212475 2228 | 4.76152039 -28.55564117 27.16427612 2229 | 5.64132357 -58.70467377 46.37496948 2230 | 5.22394943 -77.5930481 48.93997955 2231 | 5.28051329 -23.6894455 4.86196041 2232 | 4.50782299 -2.71722794 69.22986603 2233 | 4.55199814 4.61564636 69.3250351 2234 | 4.97039318 -26.88142967 65.11990356 2235 | 5.62103844 -81.04682159 60.42726898 2236 | 4.87845564 4.17607546 5.44230747 2237 | 4.77319431 -23.23571205 9.86467361 2238 | 5.9639039 -64.35792542 68.03030396 2239 | 3.49790835 -82.13056946 57.5568924 2240 | 5.72525692 -22.68300247 28.65686226 2241 | 4.73938513 37.57629013 60.07429504 2242 | 4.60704327 -11.89027214 68.23005676 2243 | 4.98805952 28.08764839 35.66944122 2244 | 4.93111324 8.27885914 32.01877594 2245 | 5.50163984 13.28099728 8.71975708 2246 | 6.06878853 -78.44405365 63.40668106 2247 | 4.7947607 9.56029892 9.38098717 2248 | 4.66944695 -50.80626678 36.60510254 2249 | 4.65132475 -79.54974365 55.18004227 2250 | 4.89361572 38.50370026 55.75574493 2251 | 4.66120338 -16.741045 67.31298065 2252 | 5.19381237 10.18795204 31.18559456 2253 | 4.81890392 16.08576584 30.95079613 2254 | 5.9587431 -81.36698151 58.54248428 2255 | 5.59718609 -27.11062431 10.03870296 2256 | 5.54744577 25.52484703 34.43426514 2257 | 4.94977474 11.9505558 69.01651764 2258 | 5.96963215 7.09198666 0.07023478 2259 | 4.88376904 -26.1969471 26.83739853 2260 | 5.0888896 2.91609001 3.86989713 2261 | 6.71876431 1.41294444 34.37767792 2262 | 4.83452988 3.60119009 31.21859932 2263 | 5.3230629 -61.49571991 46.72447586 2264 | 4.84799004 3.26341009 30.47030067 2265 | 4.85750008 1.72107005 30.63610077 2266 | 6.10735321 -31.56415367 27.60640335 2267 | 4.93711996 -24.8416996 2.76187205 2268 | 5.44793892 -53.91780853 42.51670074 2269 | 5.21301794 12.07048416 12.00306511 2270 | 5.4362731 -33.86775589 4.88911772 2271 | 5.38935757 -23.43465233 27.2026577 2272 | 5.61496735 -29.49173737 -0.73207319 2273 | 5.55633354 -79.22092438 57.97823715 2274 | 5.38399696 -35.81900024 1.52285635 2275 | 5.19528913 -22.61713409 9.50076771 2276 | 5.24053574 -28.30271339 7.17537737 2277 | 5.45437479 -0.73047096 31.00769615 2278 | 5.70104599 9.11700535 1.10133469 2279 | 5.19913483 -25.90600777 0.73887885 2280 | 5.54659081 12.94398499 5.7239356 2281 | 5.04748154 -23.37391472 17.07054901 2282 | 5.58126879 -80.57931519 52.96059418 2283 | 5.47250032 13.3282299 11.78973866 2284 | 5.15567636 37.92379761 57.46626282 2285 | 5.14181948 -24.3328495 17.88825607 2286 | 5.2079463 -35.53656769 2.87255692 2287 | 5.99060154 -18.60625648 66.14757538 2288 | 5.64862919 -23.0046711 26.95152092 2289 | 5.3649106 10.98015785 12.21497631 2290 | 5.13279867 17.85883141 31.21647072 2291 | 5.17582083 37.33594513 58.93625259 2292 | 6.46190357 14.43395805 8.90011406 2293 | 6.37368774 -66.72728729 68.61283875 2294 | 5.0436368 -79.42193604 55.33535767 2295 | 5.18477201 -22.75070953 25.55330276 2296 | 5.50967216 4.61743689 33.20837784 2297 | 5.25306845 -25.22976685 15.60246849 2298 | 5.0959444 -24.6668148 26.21900368 2299 | 6.10610008 -42.23912811 65.21011353 2300 | 5.16932917 17.05807877 68.43448639 2301 | 5.34181404 -30.36351204 5.67288876 2302 | 5.77290344 -32.4846077 -0.4658128 2303 | 6.07661438 -68.19451904 47.74225235 2304 | 5.55613422 -34.65124893 64.19539642 2305 | 5.10508251 -14.79125881 29.24170685 2306 | 5.86100245 6.14449358 -0.28301099 2307 | 5.45558977 -54.97637939 64.55002594 2308 | 5.93565416 -56.52382278 45.55644608 2309 | 5.68625021 3.83943319 5.57375717 2310 | 5.27813005 13.79631138 29.25041771 2311 | 5.16044426 -23.71113014 25.30499077 2312 | 5.49196815 -35.17262268 0.40244815 2313 | 5.69670773 -80.84607697 57.60595703 2314 | 5.5327878 10.07177639 1.62710238 2315 | 5.49102116 36.2558136 59.84775925 2316 | 5.58050823 9.14058685 10.24090385 2317 | 5.84441948 7.65796471 31.28753281 2318 | 5.23218822 16.4317646 29.85545921 2319 | 5.54761791 -10.50590324 30.52113533 2320 | 5.88455963 6.76888275 7.65890789 2321 | 5.29113483 -22.64951134 23.66851807 2322 | 6.13927555 -44.90876389 65.17501068 2323 | 5.38253736 -48.38508606 34.05700302 2324 | 5.21861649 -22.4943943 17.7055378 2325 | 5.57511234 4.29654217 -0.21855949 2326 | 6.0254817 -25.5024147 64.62863922 2327 | 5.66456938 -41.33411789 30.15844536 2328 | 6.15858889 -39.17861557 64.90940094 2329 | 6.01200342 -78.01425934 50.01213837 2330 | 5.38468981 -24.64393616 25.42471695 2331 | 5.36893463 38.09348297 53.06023026 2332 | 5.92870808 20.46943665 67.50046539 2333 | 6.66102171 30.05231667 37.76856613 2334 | 6.25913334 -28.55979729 -0.79418051 2335 | 5.29727077 24.42549133 66.75712585 2336 | 5.51438618 10.74664402 29.67684555 2337 | 5.94362402 -79.47155762 50.93347931 2338 | 5.43252897 -79.24246216 55.58517456 2339 | 5.81136894 2.69533896 1.93934822 2340 | 5.4591136 -26.33138275 11.83634758 2341 | 5.60322809 -34.98168945 4.11923456 2342 | 7.00429773 -80.3868103 57.37837601 2343 | 6.98316574 -69.86965179 68.90326691 2344 | 5.47057867 -76.60406494 66.5218811 2345 | 5.64256859 -25.26714706 22.39163017 2346 | 5.68425417 -21.3517189 18.26190758 2347 | 6.14661598 -80.13456726 55.71016693 2348 | 6.61586475 -29.18459702 6.37466621 2349 | 6.01606417 -27.06623459 27.19026375 2350 | 6.11210632 -62.8526001 47.47222137 2351 | 5.66652298 13.98509312 25.59916687 2352 | 6.17509604 2.9867506 3.38792729 2353 | 5.94816303 24.26783371 33.94644928 2354 | 6.17348576 19.2236805 31.22309875 2355 | 6.06257296 20.56804085 32.36277771 2356 | 5.86442995 -45.29712677 32.1619339 2357 | 5.60442257 -50.41746521 36.56513214 2358 | 6.05004406 -34.53520966 -0.47760636 2359 | 6.93799973 -71.98114777 48.85121918 2360 | 5.82189465 -26.06093025 26.86218452 2361 | 5.39689255 -49.47517776 64.65306091 2362 | 5.65582991 2.33389997 31.50970078 2363 | 6.37868881 28.14127159 36.26451874 2364 | 6.19886827 -7.167202 68.15547943 2365 | 6.10703039 -3.61975384 68.49442291 2366 | 6.37869501 36.51694489 45.63365173 2367 | 5.86583424 14.07240868 17.15855217 2368 | 5.75356388 11.67930698 26.95728111 2369 | 5.71366978 1.63153994 31.02540016 2370 | 5.9347086 12.8516016 17.41317177 2371 | 5.70150805 16.11942101 28.82916451 2372 | 5.79087687 -21.94459152 28.77163506 2373 | 5.80437136 -25.46690369 26.21337891 2374 | 5.95730257 11.73766994 15.70831585 2375 | 5.8693099 37.65218735 49.45697784 2376 | 6.60204029 8.05751896 9.45992947 2377 | 6.31127167 -32.24691772 63.70040131 2378 | 5.93993711 -25.88760948 18.78768539 2379 | 6.3191247 -31.78855324 6.10640192 2380 | 6.2913003 -73.20590973 69.26509857 2381 | 6.39119387 -13.55305958 30.24369621 2382 | 6.30784035 -57.27462006 64.40862274 2383 | 6.05398607 15.75017071 22.06929588 2384 | 5.91429138 -25.72345924 0.50875151 2385 | 6.03665972 15.89648724 25.10686874 2386 | 5.90087748 -13.58357143 67.28488159 2387 | 6.86707449 32.65925217 61.76250458 2388 | 6.21081591 -75.20890045 69.18791199 2389 | 6.65428448 -80.18677521 57.13103867 2390 | 5.90701199 14.38841438 21.78909492 2391 | 6.44406557 2.86911488 0.2324715 2392 | 6.49452496 -30.08920479 -0.76896214 2393 | 6.22496891 10.3823719 13.82748318 2394 | 6.30588818 3.96769571 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37.58679962 54.74753952 2419 | 6.07010317 11.04274368 26.12928009 2420 | 6.32819605 15.3779726 13.67671013 2421 | 6.17708731 15.61959839 18.32819176 2422 | 6.46280718 -20.6136055 14.44762039 2423 | 6.19288921 11.57015991 68.51150513 2424 | 6.20020866 -36.20597839 2.26707911 2425 | 6.49513531 -33.21040726 5.71655893 2426 | 6.6598978 -53.08428574 63.55080032 2427 | 6.39629412 -50.27109146 63.94678879 2428 | 6.34010315 -26.1974678 22.36167145 2429 | 6.9732399 -24.20597839 1.8769021 2430 | 6.08031225 8.02274132 29.73662758 2431 | 6.21529531 12.67222023 21.40727615 2432 | 6.54132938 2.9048233 33.89966202 2433 | 7.18287516 -32.38764572 28.17070961 2434 | 6.48439121 12.04540825 20.24592209 2435 | 7.43230009 -74.81165314 50.17085266 2436 | 6.74350309 -33.22602844 -0.55371594 2437 | 6.26689005 -75.99711609 66.18915558 2438 | 6.91492224 -22.76387405 4.38591051 2439 | 6.41419506 -28.48064804 8.53588867 2440 | 6.90544844 -20.4968853 29.61137199 2441 | 6.70666552 -3.95223093 31.61920929 2442 | 6.41352367 -34.61960602 4.8295207 2443 | 6.62997103 -20.61478424 30.04264641 2444 | 6.52881622 17.97051239 28.77963448 2445 | 6.52259541 -18.88849258 28.76981926 2446 | 6.62839079 7.11669207 29.80701065 2447 | 6.30663061 -25.81673813 24.17982101 2448 | 6.77214193 -27.28940582 -0.27772582 2449 | 7.01908445 32.55792618 40.25356674 2450 | 6.48346376 -42.42739487 31.15961838 2451 | 7.03859806 4.33629227 5.5528264 2452 | 6.40719795 28.78088951 64.56692505 2453 | 5.79764509 -7.66569567 31.0191021 2454 | 6.56660795 -26.51909065 18.43337631 2455 | 6.39684916 16.51862144 67.96392822 2456 | 6.52134562 -74.75278473 67.13625336 2457 | 6.75418234 2.66123581 3.25135279 2458 | 6.77121973 5.36764002 -0.95519125 2459 | 6.87944555 35.46023941 43.9642067 2460 | 6.83626318 -19.81615639 22.34123611 2461 | 6.47215271 11.38000965 24.12452126 2462 | 6.56643105 1.21592402 32.8871994 2463 | 6.74101067 37.35723877 52.81116104 2464 | 7.07752323 9.41858959 12.63939762 2465 | 6.69206476 17.54874611 21.10180092 2466 | 6.43986988 -47.12049866 33.9693985 2467 | 6.88911629 10.90867329 17.46168137 2468 | 6.50209522 -21.13637161 10.60116005 2469 | 8.14338112 -35.14445877 29.51217461 2470 | 6.47225475 24.08135414 66.27861786 2471 | 6.94851971 -19.40562248 30.18957138 2472 | 7.12025309 6.51868868 -0.42462513 2473 | 7.31359005 -66.98295593 48.74303436 2474 | 6.50026989 1.29252994 31.70159912 2475 | 6.85492563 8.14078712 27.82427216 2476 | 7.57029629 10.63242054 2.15915394 2477 | 7.87734413 -79.36365509 54.51807785 2478 | 7.65610695 -32.3410759 -0.50867933 2479 | 6.7877512 -51.48468018 39.64940643 2480 | 7.83753109 0.58065468 35.48744583 2481 | 7.15797281 -62.49193192 48.41529465 2482 | 6.78192616 6.6032033 7.72613907 2483 | 6.93690729 6.40040874 29.48782349 2484 | 7.11295462 -58.22271347 64.16648102 2485 | 6.73357773 0.10485615 31.80830765 2486 | 7.31187487 -19.2729702 19.61142921 2487 | 6.9394393 11.31612206 22.78451157 2488 | 7.31722069 9.02962303 0.94672179 2489 | 6.84716463 20.42038155 31.80732346 2490 | 7.0422616 25.97443008 34.92964935 2491 | 7.10984516 -74.0170517 68.34724426 2492 | 6.60884905 -48.92302322 35.83967972 2493 | 9.82935047 -77.58315277 72.16114044 2494 | 6.80694532 37.33010864 50.19632721 2495 | 7.16401529 13.2779007 5.05859518 2496 | 7.26352692 14.7217617 8.30042744 2497 | 6.33976746 -27.00697899 12.20166588 2498 | 7.21554995 -27.86864662 10.64308643 2499 | 7.117208 -74.51678467 66.0276947 2500 | 7.49273205 -11.49798489 66.67715454 2501 | 7.59147024 -57.44977951 47.76850891 2502 | 7.73189688 -54.9131813 62.65322876 2503 | 7.20295238 -72.89441681 65.94914246 2504 | 6.87979078 -27.80695152 27.10256577 2505 | 7.04873562 10.02092743 14.49360657 2506 | 7.11859035 8.6010294 10.53166866 2507 | 7.16887283 18.49530983 27.84188271 2508 | 7.30321884 -21.10042 28.65971756 2509 | 7.15549517 19.81702805 30.89631271 2510 | 7.07838488 -43.51528168 32.1942215 2511 | 6.72233057 -80.31490326 60.14042282 2512 | 7.17336798 -56.04052353 46.62994385 2513 | 7.11626577 -73.24940491 66.68175507 2514 | 6.609025 -60.0318985 47.38761902 2515 | 7.42631721 -20.27079773 29.54259872 2516 | 8.09034348 20.65917587 21.21655655 2517 | 7.12227678 10.02969646 24.9240303 2518 | 7.50249672 -21.92607307 5.86789513 2519 | 7.53112316 3.94438362 -0.34514749 2520 | 7.32035685 36.21281052 56.01983261 2521 | 7.75059271 18.70966911 18.64472961 2522 | 6.3700695 -76.85275269 68.14483643 2523 | 7.57182169 -64.19364929 67.16483307 2524 | 7.42385006 -27.65224266 -0.51209015 2525 | 7.55583954 -34.5513916 4.49014997 2526 | 7.46363878 -45.229599 64.59484863 2527 | 7.26310539 -26.71193504 25.79595375 2528 | 7.54380512 22.25087166 32.87734604 2529 | 7.33148289 11.4544096 21.19241905 2530 | 7.73497629 2.99103475 0.52223402 2531 | 7.44810629 3.23158526 4.30477285 2532 | 7.45645237 -42.09287262 64.65846252 2533 | 7.39349413 18.62381744 25.71449661 2534 | 8.48749924 -68.39364624 68.41825867 2535 | 7.42491865 -35.45280075 0.80390424 2536 | 6.57767344 12.23538113 3.81288695 2537 | 7.43596268 19.24162102 29.46215439 2538 | 7.85877228 2.56632137 1.87293053 2539 | 7.52694798 16.74190331 12.99262333 2540 | 7.94149971 -78.25981903 52.60993576 2541 | 7.50984812 -54.59724045 45.80834579 2542 | 7.21782207 -16.23078728 65.84090424 2543 | 7.49326754 36.55504227 54.69952393 2544 | 7.50474405 -26.94604683 20.93042564 2545 | 7.54794693 -35.98781204 2.71369433 2546 | 7.49987316 -35.62004089 3.3484323 2547 | 7.56777096 -74.3361969 70.14514923 2548 | 8.23330593 -30.37182045 -0.78233051 2549 | 7.19402456 -74.77301025 68.8890152 2550 | 7.61969519 -34.8379097 63.14790726 2551 | 7.20347023 0.56918901 32.7887001 2552 | 7.66851044 -72.74401855 69.69181824 2553 | 8.80282307 -0.69714206 36.63473892 2554 | 7.87681627 36.68287277 48.76706314 2555 | 7.66407156 28.38248634 36.69530869 2556 | 6.96715355 4.39790678 31.99567986 2557 | 7.53145599 -44.90827942 33.48962784 2558 | 7.95714617 -28.70676994 9.05022144 2559 | 7.70282602 -31.03302002 5.98944616 2560 | 7.9815793 -71.04309845 49.71611786 2561 | 8.24120903 -32.31792831 28.61005592 2562 | 8.09552765 -17.88584709 28.28832626 2563 | 7.22802782 -48.64365387 63.72011948 2564 | 8.20883942 4.88803244 -0.15462232 2565 | 7.31689978 -30.25110054 27.93969917 2566 | 7.6235528 0.11081441 32.4855423 2567 | 7.38390923 7.25945139 68.00058746 2568 | 7.86413717 -38.35043716 63.97906494 2569 | 7.1109333 17.89985466 19.50769997 2570 | 7.44640303 -71.08900452 65.24979401 2571 | 7.80702925 -18.53824615 29.84811211 2572 | 7.94478941 27.54047012 63.83150482 2573 | 7.45528555 -24.7080307 63.61508179 2574 | 7.66424513 -61.28528214 65.19670868 2575 | 7.80792809 -50.82809448 62.57924652 2576 | 7.94108248 -50.45074463 39.71392441 2577 | 7.7084322 -18.71457863 31.2231617 2578 | 9.3957653 -76.46125031 71.96469879 2579 | 7.41902018 -29.14509964 27.4829998 2580 | 7.73194075 -77.48984528 62.90169907 2581 | 7.41892624 2.37448955 33.96956253 2582 | 7.5721693 -2.87174582 67.69641876 2583 | 7.73831892 -70.86830902 64.12126923 2584 | 7.9256587 -19.05854988 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19.61210251 45.41628647 3377 | 15.55546093 15.75959778 54.74658966 3378 | 15.66487885 20.52511024 48.01232529 3379 | 15.51949215 17.91779709 53.75482941 3380 | 15.48210526 11.11730576 54.11175537 3381 | 15.52094746 4.32257366 39.40101242 3382 | 15.75545883 16.02049255 39.42595673 3383 | 15.72991753 18.88397408 42.03077698 3384 | 15.62574196 6.45540714 49.45428467 3385 | 15.79781055 13.36982632 39.29013824 3386 | 15.76510143 6.78566504 39.55008698 3387 | 15.77975941 12.84797859 53.26968002 3388 | 15.83082294 5.17168283 43.20165253 3389 | 15.83448887 9.4938345 51.18536377 3390 | 16.09137917 16.01529694 49.72444916 3391 | 16.04640007 7.64068747 42.38671494 3392 | 15.97154331 7.92664051 48.0720253 3393 | 16.04601288 17.8776207 47.54534912 3394 | 16.11352539 10.72907162 49.60157013 3395 | 16.14807892 16.82151985 44.5042305 3396 | 16.0919857 13.67776394 50.78455734 3397 | 16.10051727 14.89368534 41.88504791 3398 | 16.27822495 10.34087086 46.89149475 3399 | 16.23606873 12.27202034 44.11038589 3400 | 16.27419472 14.11076641 46.78487778 3401 | -------------------------------------------------------------------------------- /site1/app1/data/scan1_Iq.txt: -------------------------------------------------------------------------------- 1 | 0.025 125.852 0.05 53.6662 0.075 26.0733 0.1 11.8935 0.125 4.61714 0.15 1.29983 0.175 0.171347 0.2 0.0417614 0.225 0.172719 0.25 0.247876 0.275 0.20301 0.3 0.104599 0.325 0.0285595 0.35 0.00213344 0.375 0.0137511 0.4 0.0312374 0.425 0.0350328 0.45 0.0243172 0.475 0.00923067 0.5 0.00121297 -------------------------------------------------------------------------------- /site1/app1/data/scan2_Iq.txt: -------------------------------------------------------------------------------- 1 | 0.00925926 1246.59 2 | 0.0185185 612.143 3 | 0.0277778 361.142 4 | 0.037037 211.601 5 | 0.0462963 122.127 6 | 0.0555556 65.2385 7 | 0.0648148 30.8914 8 | 0.0740741 12.4737 9 | 0.0833333 3.51371 10 | 0.0925926 0.721835 11 | 0.101852 0.583607 12 | 0.111111 1.31084 13 | 0.12037 1.9432 14 | 0.12963 1.94286 15 | 0.138889 1.58912 16 | 0.148148 0.987076 17 | 0.157407 0.456678 18 | 0.166667 0.147595 19 | 0.175926 0.027441 20 | 0.185185 0.0999575 21 | 0.194444 0.198717 22 | 0.203704 0.277667 23 | 0.212963 0.288172 24 | 0.222222 0.220056 25 | 0.231481 0.139378 26 | 0.240741 0.0541106 27 | 0.25 0.0140158 28 | 0.259259 0.0132187 29 | 0.268519 0.0336301 30 | 0.277778 0.0672911 31 | 0.287037 0.0788983 32 | 0.296296 0.0764438 33 | 0.305556 0.0555445 34 | 0.314815 0.0280548 35 | 0.324074 0.0111798 36 | 0.333333 0.00156156 37 | 0.342593 0.00830883 38 | 0.351852 0.0186266 39 | 0.361111 0.0275426 40 | 0.37037 0.03192 41 | 0.37963 0.0255329 42 | 0.388889 0.0175216 43 | 0.398148 0.0073075 44 | 0.407407 0.0016631 45 | 0.416667 0.00224153 46 | 0.425926 0.0051335 47 | 0.435185 0.0112914 48 | 0.444444 0.0138209 49 | 0.453704 0.0137453 50 | 0.462963 0.0106682 51 | 0.472222 0.00532472 52 | 0.481481 0.00230646 53 | 0.490741 0.000335344 54 | 0.5 0.00177224 55 | -------------------------------------------------------------------------------- /site1/app1/migrations/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ricleal/DjangoPlotLy/bc4475e6dccbef797709bd27e1c476857b5fa8e8/site1/app1/migrations/__init__.py -------------------------------------------------------------------------------- /site1/app1/models.py: -------------------------------------------------------------------------------- 1 | from __future__ import unicode_literals 2 | 3 | from django.db import models 4 | 5 | # Create your models here. 6 | -------------------------------------------------------------------------------- /site1/app1/plots.py: -------------------------------------------------------------------------------- 1 | import datetime 2 | import glob 3 | import logging 4 | import os 5 | 6 | import numpy as np 7 | import plotly.graph_objs as go 8 | from plotly.offline import plot 9 | 10 | logger = logging.getLogger(__name__) 11 | 12 | 13 | def plot1d(): 14 | x_data = np.arange(0, 120, 0.1) 15 | trace1 = go.Scatter( 16 | x=x_data, 17 | y=np.sin(x_data) 18 | ) 19 | 20 | data = [trace1] 21 | layout = go.Layout( 22 | # autosize=False, 23 | # width=900, 24 | # height=500, 25 | 26 | xaxis=dict( 27 | autorange=True 28 | ), 29 | yaxis=dict( 30 | autorange=True 31 | ) 32 | ) 33 | fig = go.Figure(data=data, layout=layout) 34 | plot_div = plot(fig, output_type='div', include_plotlyjs=False) 35 | logger.info("Plotting number of points {}.".format(len(x_data))) 36 | return plot_div 37 | 38 | 39 | def plot2d(): 40 | t = np.linspace(-1, 1, 2000) 41 | x = (t**2) + (0.5 * np.random.randn(2000)) 42 | y = (t**2) + (0.5 * np.random.randn(2000)) 43 | 44 | trace1 = go.Scatter( 45 | x=x, y=y, mode='markers', name='points', 46 | marker=dict(color='rgb(0,0,0)', size=2, opacity=0.4) 47 | ) 48 | trace2 = go.Histogram2d( 49 | x=x, y=y, name='density', 50 | nbinsx=100, nbinsy=100, 51 | colorscale='Jet', reversescale=False, showscale=True 52 | ) 53 | trace3 = go.Histogram( 54 | x=x, name='x density', 55 | marker=dict(color='blue'), 56 | yaxis='y2' 57 | ) 58 | trace4 = go.Histogram( 59 | y=y, name='y density', marker=dict(color='blue'), 60 | xaxis='x2' 61 | ) 62 | data = [trace1, trace2, trace3, trace4] 63 | 64 | layout = go.Layout( 65 | showlegend=False, 66 | autosize=False, 67 | width=800, 68 | height=700, 69 | xaxis=dict( 70 | domain=[0, 0.85], 71 | showgrid=False, 72 | zeroline=False 73 | ), 74 | yaxis=dict( 75 | domain=[0, 0.85], 76 | showgrid=False, 77 | zeroline=False 78 | ), 79 | margin=dict( 80 | t=50 81 | ), 82 | hovermode='closest', 83 | bargap=0, 84 | xaxis2=dict( 85 | domain=[0.85, 1], 86 | showgrid=False, 87 | zeroline=False 88 | ), 89 | yaxis2=dict( 90 | domain=[0.85, 1], 91 | showgrid=False, 92 | zeroline=False 93 | ) 94 | ) 95 | 96 | fig = go.Figure(data=data, layout=layout) 97 | plot_div = plot(fig, output_type='div', include_plotlyjs=False) 98 | return plot_div 99 | 100 | 101 | def plot3d(): 102 | data = [ 103 | go.Surface( 104 | z=[ 105 | [27.80985, 49.61936, 83.08067, 116.6632, 130.414, 150.7206, 106 | 220.1871, 156.1536, 148.6416, 203.7845, 206.0386, 107.1618, 107 | 68.36975, 45.3359, 49.96142, 21.89279, 17.02552, 11.74317, 108 | 14.75226, 13.6671, 5.677561, 3.31234, 1.156517, -0.147662], 109 | [27.71966, 48.55022, 65.21374, 95.27666, 116.9964, 133.9056, 110 | 152.3412, 151.934, 160.1139, 179.5327, 147.6184, 170.3943, 111 | 121.8194, 52.58537, 33.08871, 38.40972, 44.24843, 69.5786, 112 | 4.019351, 3.050024, 3.039719, 2.996142, 2.967954, 1.999594], 113 | [30.4267, 33.47752, 44.80953, 62.47495, 77.43523, 104.2153, 114 | 102.7393, 137.0004, 186.0706, 219.3173, 181.7615, 120.9154, 115 | 143.1835, 82.40501, 48.47132, 74.71461, 60.0909, 7.073525, 116 | 6.089851, 6.53745, 6.666096, 7.306965, 5.73684, 3.625628], 117 | [16.66549, 30.1086, 39.96952, 44.12225, 59.57512, 77.56929, 118 | 106.8925, 166.5539, 175.2381, 185.2815, 154.5056, 83.0433, 119 | 62.61732, 62.33167, 60.55916, 55.92124, 15.17284, 8.248324, 120 | 36.68087, 61.93413, 20.26867, 68.58819, 46.49812, 0.2360095], 121 | [8.815617, 18.3516, 8.658275, 27.5859, 48.62691, 60.18013, 122 | 91.3286, 145.7109, 116.0653, 106.2662, 68.69447, 53.10596, 37.92797, 47.95942, 47.42691, 69.20731, 44.95468, 29.17197, 17.91674, 16.25515, 14.65559, 17.26048, 31.22245, 46.71704], [6.628881, 10.41339, 24.81939, 26.08952, 30.1605, 52.30802, 64.71007, 76.30823, 84.63686, 99.4324, 62.52132, 46.81647, 55.76606, 82.4099, 140.2647, 81.26501, 56.45756, 30.42164, 17.28782, 8.302431, 2.981626, 2.698536, 5.886086, 5.268358], [21.83975, 6.63927, 18.97085, 32.89204, 43.15014, 62.86014, 104.6657, 130.2294, 114.8494, 106.9873, 61.89647, 55.55682, 86.80986, 89.27802, 122.4221, 123.9698, 109.0952, 98.41956, 77.61374, 32.49031, 14.67344, 7.370775, 0.03711011, 0.6423392], [53.34303, 26.79797, 6.63927, 10.88787, 17.2044, 56.18116, 79.70141, 90.8453, 98.27675, 80.87243, 74.7931, 75.54661, 73.4373, 74.11694, 68.1749, 46.24076, 39.93857, 31.21653, 36.88335, 40.02525, 117.4297, 12.70328, 1.729771, 0], [25.66785, 63.05717, 22.1414, 17.074, 41.74483, 60.27227, 81.42432, 114.444, 102.3234, 101.7878, 111.031, 119.2309, 114.0777, 110.5296, 59.19355, 42.47175, 14.63598, 6.944074, 6.944075, 27.74936, 0, 0, 0.09449376, 0.07732264], [12.827, 69.20554, 46.76293, 13.96517, 33.88744, 61.82613, 84.74799, 121.122, 145.2741, 153.1797, 204.786, 227.9242, 236.3038, 228.3655, 79.34425, 25.93483, 6.944074, 6.944074, 6.944075, 7.553681, 0, 0, 0, 0], [0, 68.66396, 59.0435, 33.35762, 47.45282, 57.8355, 78.91689, 107.8275, 168.0053, 130.9597, 212.5541, 165.8122, 210.2429, 181.1713, 189.7617, 137.3378, 84.65395, 8.677168, 6.956576, 8.468093, 0, 0, 0, 0], [0, 95.17499, 80.03818, 59.89862, 39.58476, 50.28058, 63.81641, 80.61302, 66.37824, 198.7651, 244.3467, 294.2474, 264.3517, 176.4082, 60.21857, 77.41475, 53.16981, 56.16393, 6.949235, 7.531059, 3.780177, 0, 0, 0], [0, 134.9879, 130.3696, 96.86325, 75.70494, 123 | 58.86466, 57.20374, 55.18837, 78.128, 108.5582, 154.3774, 319.1686, 372.8826, 275.4655, 130.2632, 54.93822, 25.49719, 8.047439, 8.084393, 5.115252, 5.678269, 0, 0, 0], [0, 48.08919, 142.5558, 140.3777, 154.7261, 87.9361, 58.11092, 52.83869, 67.14822, 83.66798, 118.9242, 150.0681, 272.9709, 341.1366, 238.664, 190.2, 116.8943, 91.48672, 14.0157, 42.29277, 5.115252, 0, 0, 0], [0, 54.1941, 146.3839, 99.48143, 96.19411, 102.9473, 76.14089, 57.7844, 47.0402, 64.36799, 84.23767, 162.7181, 121.3275, 213.1646, 328.482, 285.4489, 283.8319, 212.815, 164.549, 92.29631, 7.244015, 1.167, 0, 0], [0, 6.919659, 195.1709, 132.5253, 135.2341, 89.85069, 89.45549, 60.29967, 50.33806, 39.17583, 59.06854, 74.52159, 84.93402, 187.1219, 123.9673, 103.7027, 128.986, 165.1283, 249.7054, 95.39966, 10.00284, 2.39255, 0, 0], [0, 21.73871, 123.1339, 176.7414, 158.2698, 137.235, 105.3089, 86.63255, 53.11591, 29.03865, 30.40539, 39.04902, 49.23405, 63.27853, 111.4215, 101.1956, 40.00962, 59.84565, 74.51253, 17.06316, 2.435141, 2.287471, -0.0003636982, 0], [0, 0, 62.04672, 136.3122, 201.7952, 168.1343, 95.2046, 58.90624, 46.94091, 49.27053, 37.10416, 17.97011, 30.93697, 33.39257, 44.03077, 55.64542, 78.22423, 14.42782, 9.954997, 7.768213, 13.0254, 21.73166, 2.156372, 0.5317867], [0, 0, 79.62993, 139.6978, 173.167, 192.8718, 196.3499, 144.6611, 106.5424, 57.16653, 41.16107, 32.12764, 13.8566, 10.91772, 12.07177, 22.38254, 24.72105, 6.803666, 4.200841, 16.46857, 15.70744, 33.96221, 7.575688, -0.04880907], [0, 0, 33.2664, 57.53643, 167.2241, 196.4833, 194.7966, 182.1884, 119.6961, 73.02113, 48.36549, 33.74652, 26.2379, 16.3578, 6.811293, 6.63927, 6.639271, 8.468093, 6.194273, 3.591233, 3.81486, 8.600739, 5.21889, 0], [0, 0, 29.77937, 54.97282, 144.7995, 207.4904, 165.3432, 171.4047, 174.9216, 100.2733, 61.46441, 50.19171, 26.08209, 17.18218, 8.468093, 6.63927, 6.334467, 6.334467, 5.666687, 4.272203, 0, 0, 0, 0], [0, 0, 31.409, 132.7418, 185.5796, 121.8299, 185.3841, 160.6566, 116.1478, 118.1078, 141.7946, 65.56351, 48.84066, 23.13864, 18.12932, 10.28531, 6.029663, 6.044627, 5.694764, 3.739085, 3.896037, 0, 0, 0], [0, 0, 19.58994, 42.30355, 96.26777, 187.1207, 179.6626, 221.3898, 154.2617, 142.1604, 148.5737, 67.17937, 40.69044, 39.74512, 26.10166, 14.48469, 8.65873, 3.896037, 3.571392, 3.896037, 3.896037, 3.896037, 1.077756, 0], [0.001229679, 3.008948, 5.909858, 33.50574, 104.3341, 152.2165, 198.1988, 191.841, 228.7349, 168.1041, 144.2759, 110.7436, 57.65214, 42.63504, 27.91891, 15.41052, 8.056102, 3.90283, 3.879774, 3.936718, 3.968634, 0.1236256, 3.985531, -0.1835741], [0, 5.626141, 7.676256, 63.16226, 45.99762, 79.56688, 227.311, 203.9287, 172.5618, 177.1462, 140.4554, 123.9905, 110.346, 65.12319, 34.31887, 24.5278, 9.561069, 3.334991, 5.590495, 5.487353, 5.909499, 5.868994, 5.833817, 3.568177]] 124 | ) 125 | ] 126 | layout = go.Layout( 127 | title='3d Plot of the Mt Bruno Elevation', 128 | autosize=False, 129 | width=800, 130 | height=800, 131 | margin=dict( 132 | l=65, 133 | r=50, 134 | b=65, 135 | t=90 136 | ) 137 | ) 138 | fig = go.Figure(data=data, layout=layout) 139 | plot_div = plot(fig, output_type='div', include_plotlyjs=False) 140 | return plot_div 141 | 142 | 143 | def plot1d_multiple(n): 144 | ''' 145 | n = number of plots. It is a random number coming from JS. 146 | This basically tests the speed of PlotLy for multiple plots. 147 | ''' 148 | x_array = [] 149 | y_array = [] 150 | n_points = 100 151 | x = np.arange(-2*np.pi, 2*np.pi, 1/n_points) 152 | for i in range(n): 153 | x_array.append(x) 154 | y_array.append((i+1)*np.sin(x*(i+1)*0.1)) 155 | data = [] 156 | for x, y in zip(x_array, y_array): 157 | trace = go.Scatter(x=x, y=y) 158 | data.append(trace) 159 | 160 | layout = go.Layout( 161 | height=600, 162 | xaxis=dict( 163 | autorange=True, 164 | title="Angle (radians)" 165 | ), 166 | yaxis=dict( 167 | autorange=True 168 | ) 169 | ) 170 | fig = go.Figure(data=data, layout=layout) 171 | plot_div = plot(fig, output_type='div', include_plotlyjs=False) 172 | return plot_div 173 | 174 | 175 | def plotIq(): 176 | current_dir = os.path.dirname(os.path.realpath(__file__)) 177 | data_files = glob.glob(current_dir + '/data/scan*_Iq.txt') 178 | 179 | data = [] 180 | for filename in data_files: 181 | csv = np.genfromtxt(filename, delimiter=None, comments='#') 182 | x = csv[:, 0] 183 | y = csv[:, 1] 184 | trace = go.Scatter( 185 | x=x, 186 | y=y, 187 | mode='lines+markers', 188 | name=filename.split('/')[-1], 189 | error_y=dict( 190 | type='data', 191 | visible=True, 192 | array=np.sqrt(csv[:, 1]), 193 | thickness=1.5, 194 | width=3, 195 | ), 196 | ) 197 | data.append(trace) 198 | 199 | layout = go.Layout( 200 | height=600, 201 | xaxis=dict( 202 | autorange=True, 203 | type='log', 204 | ), 205 | yaxis=dict( 206 | autorange=True, 207 | type='log', 208 | ), 209 | title="Iq chart" 210 | ) 211 | fig = go.Figure(data=data, layout=layout) 212 | plot_div = plot(fig, output_type='div', include_plotlyjs=False) 213 | return plot_div 214 | 215 | 216 | def live_plot_get_x_y_data(): 217 | """ 218 | Generates normal distributed 2D points 219 | Numer of points depends on the real time seconds. 220 | """ 221 | now = datetime.datetime.now() 222 | n_points = 100 * now.second 223 | mean = [0, 0] 224 | cov = [[1, 0], [0, 1]] # diagonal covariance 225 | x, y = np.random.multivariate_normal(mean, cov, n_points).T 226 | return x, y 227 | 228 | 229 | def live_plot_get_data(): 230 | """ 231 | Data to generate the first plot 232 | """ 233 | x, y = live_plot_get_x_y_data() 234 | data = dict( 235 | x=x, y=y, mode='markers', name='points', 236 | marker=dict(color='rgb(0,0,0)', size=4, opacity=0.4) 237 | ) 238 | return data 239 | 240 | 241 | def live_plot_get_data_serialized(): 242 | """ 243 | Data to generate the updated plot. 244 | It will serialized by the Django view 245 | """ 246 | x, y = live_plot_get_x_y_data() 247 | data = dict( 248 | x=x.tolist(), y=y.tolist(), mode='markers', name='points', 249 | marker=dict(color='rgb(0,0,0)', size=4, opacity=0.4) 250 | ) 251 | return data 252 | 253 | 254 | def plotLive(): 255 | 256 | trace = go.Scatter(live_plot_get_data()) 257 | data = [trace] 258 | 259 | layout = go.Layout( 260 | showlegend=False, 261 | autosize=False, 262 | width=800, 263 | height=700, 264 | xaxis=dict( 265 | range=[-4, 4], 266 | ), 267 | yaxis=dict( 268 | range=[-4, 4], 269 | ), 270 | margin=dict( 271 | t=50 272 | ), 273 | hovermode='closest', 274 | bargap=0, 275 | ) 276 | 277 | fig = go.Figure(data=data, layout=layout) 278 | plot_div = plot(fig, output_type='div', include_plotlyjs=False) 279 | return plot_div 280 | 281 | def plot3D_scatter(): 282 | 283 | x, y, z = np.random.rand(3,100) 284 | 285 | current_dir = os.path.dirname(os.path.realpath(__file__)) 286 | data_file = os.path.join(current_dir,'data', 'cat.csv') 287 | csv = np.genfromtxt(data_file, delimiter=None, comments='#') 288 | cat_x = csv[:, 0] 289 | cat_y = csv[:, 1] 290 | cat_z = csv[:, 2] 291 | 292 | x = np.hstack([x, (cat_x-cat_x.min())/(cat_x.max()-cat_x.min())]) 293 | y = np.hstack([y, (cat_y-cat_y.min())/(cat_y.max()-cat_y.min())]) 294 | z = np.hstack([z, (cat_z-cat_z.min())/(cat_z.max()-cat_z.min())]) 295 | 296 | trace1 = go.Scatter3d( 297 | x=x, 298 | y=y, 299 | z=z, 300 | mode='markers', 301 | marker=dict( 302 | size=12, 303 | color=x+z, # set color to an array/list of desired values 304 | colorscale='Viridis', # choose a colorscale 305 | opacity=0.5, 306 | symbol='square', 307 | ) 308 | ) 309 | 310 | data = [trace1] 311 | layout = go.Layout( 312 | height=1000, 313 | margin=dict( 314 | l=0, 315 | r=0, 316 | b=0, 317 | t=0 318 | ) 319 | ) 320 | fig = go.Figure(data=data, layout=layout) 321 | plot_div = plot(fig, output_type='div', include_plotlyjs=False) 322 | return plot_div -------------------------------------------------------------------------------- /site1/app1/tests.py: -------------------------------------------------------------------------------- 1 | from django.test import TestCase 2 | 3 | # Create your tests here. 4 | -------------------------------------------------------------------------------- /site1/app1/urls.py: -------------------------------------------------------------------------------- 1 | from django.conf.urls import url 2 | 3 | from . import views 4 | 5 | urlpatterns = [ 6 | # /app1 7 | url(r'^$', views.IndexView.as_view(), name='index'), 8 | url(r'^plot1d/$', views.Plot1DView.as_view(), name='plot1d'), 9 | url(r'^plot2d/$', views.Plot2DView.as_view(), name='plot2d'), 10 | url(r'^plot3d/$', views.Plot3DView.as_view(), name='plot3d'), 11 | url(r'^plot1d_multiple/(?P\d+)/$', 12 | views.Plot1DMultipleView.as_view(), name='plot1d_multiple'), 13 | url(r'^plot1d_multiple_ajax/(?P\d+)/$', 14 | views.plot1d_multiple_ajax, name='plot1d_multiple_ajax'), 15 | url(r'^plotIq/$', views.PlotIqView.as_view(), name='plotIq'), 16 | url(r'^plot_live/$', views.PlotLiveView.as_view(), name='plot_live'), 17 | url(r'^plot_live_update/$', views.plot_live_update, name='plot_live_update'), 18 | url(r'^plot3d_scatter/$', views.Plot3DScatterView.as_view(), name='plot3d_scatter'), 19 | 20 | 21 | ] 22 | -------------------------------------------------------------------------------- /site1/app1/views.py: -------------------------------------------------------------------------------- 1 | 2 | import logging 3 | 4 | from django.http import HttpResponse, HttpResponseBadRequest, JsonResponse 5 | from django.views.generic import TemplateView 6 | 7 | from . import plots 8 | 9 | logger = logging.getLogger(__name__) 10 | 11 | 12 | class IndexView(TemplateView): 13 | template_name = "index.html" 14 | 15 | 16 | class Plot1DView(TemplateView): 17 | template_name = "plot.html" 18 | 19 | def get_context_data(self, **kwargs): 20 | # Call the base implementation first to get a context 21 | context = super(Plot1DView, self).get_context_data(**kwargs) 22 | context['plot'] = plots.plot1d() 23 | return context 24 | 25 | 26 | class Plot2DView(TemplateView): 27 | template_name = "plot.html" 28 | 29 | def get_context_data(self, **kwargs): 30 | # Call the base implementation first to get a context 31 | context = super(Plot2DView, self).get_context_data(**kwargs) 32 | context['plot'] = plots.plot2d() 33 | return context 34 | 35 | 36 | class Plot3DView(TemplateView): 37 | template_name = "plot.html" 38 | 39 | def get_context_data(self, **kwargs): 40 | # Call the base implementation first to get a context 41 | context = super(Plot3DView, self).get_context_data(**kwargs) 42 | context['plot'] = plots.plot3d() 43 | return context 44 | 45 | 46 | class Plot1DMultipleView(TemplateView): 47 | template_name = "plot_multiple.html" 48 | 49 | def get_context_data(self, **kwargs): 50 | n = int(kwargs['n']) 51 | # Call the base implementation first to get a context 52 | context = super(Plot1DMultipleView, self).get_context_data(**kwargs) 53 | context['plot'] = plots.plot1d_multiple(n) 54 | return context 55 | 56 | 57 | def plot1d_multiple_ajax(request, n): 58 | """ 59 | Only handles AJAX queries 60 | """ 61 | logger.debug("Plotting {} plots.".format(n)) 62 | return HttpResponse(plots.plot1d_multiple(int(n))) 63 | 64 | 65 | class PlotIqView(TemplateView): 66 | template_name = "plot_fit.html" 67 | 68 | def get_context_data(self, **kwargs): 69 | # Call the base implementation first to get a context 70 | context = super(PlotIqView, self).get_context_data(**kwargs) 71 | context['plot'] = plots.plotIq() 72 | return context 73 | 74 | 75 | class PlotLiveView(TemplateView): 76 | template_name = "plot_live.html" 77 | 78 | def get_context_data(self, **kwargs): 79 | # Call the base implementation first to get a context 80 | context = super(PlotLiveView, self).get_context_data(**kwargs) 81 | context['plot'] = plots.plotLive() 82 | return context 83 | 84 | 85 | def plot_live_update(request): 86 | ''' 87 | Handle ajax call to update the live plot 88 | ''' 89 | if request.is_ajax(): 90 | logger.debug("Live plot updated...") 91 | data = plots.live_plot_get_data_serialized() 92 | # In order to allow non-dict objects to be serialized set the safe 93 | # parameter to False 94 | return JsonResponse([data], safe=False) 95 | else: 96 | return HttpResponseBadRequest() 97 | 98 | class Plot3DScatterView(TemplateView): 99 | template_name = "plot.html" 100 | 101 | def get_context_data(self, **kwargs): 102 | # Call the base implementation first to get a context 103 | context = super(Plot3DScatterView, self).get_context_data(**kwargs) 104 | context['plot'] = plots.plot3D_scatter 105 | return context -------------------------------------------------------------------------------- /site1/db.sqlite3: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ricleal/DjangoPlotLy/bc4475e6dccbef797709bd27e1c476857b5fa8e8/site1/db.sqlite3 -------------------------------------------------------------------------------- /site1/manage.py: -------------------------------------------------------------------------------- 1 | #!/usr/bin/env python 2 | import os 3 | import sys 4 | 5 | if __name__ == "__main__": 6 | os.environ.setdefault("DJANGO_SETTINGS_MODULE", "site1.settings") 7 | 8 | from django.core.management import execute_from_command_line 9 | 10 | execute_from_command_line(sys.argv) 11 | -------------------------------------------------------------------------------- /site1/site1/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ricleal/DjangoPlotLy/bc4475e6dccbef797709bd27e1c476857b5fa8e8/site1/site1/__init__.py -------------------------------------------------------------------------------- /site1/site1/settings.py: -------------------------------------------------------------------------------- 1 | """ 2 | Django settings for site1 project. 3 | 4 | Generated by 'django-admin startproject' using Django 1.9.1. 5 | 6 | For more information on this file, see 7 | https://docs.djangoproject.com/en/1.9/topics/settings/ 8 | 9 | For the full list of settings and their values, see 10 | https://docs.djangoproject.com/en/1.9/ref/settings/ 11 | """ 12 | 13 | import os 14 | 15 | # Build paths inside the project like this: os.path.join(BASE_DIR, ...) 16 | BASE_DIR = os.path.dirname(os.path.dirname(os.path.abspath(__file__))) 17 | 18 | 19 | # Quick-start development settings - unsuitable for production 20 | # See https://docs.djangoproject.com/en/1.9/howto/deployment/checklist/ 21 | 22 | # SECURITY WARNING: keep the secret key used in production secret! 23 | SECRET_KEY = '8701h$j1&_h*v_g9vq9j_d-o!#jd0yp)j94!q9m4^2&#d^t%3^' 24 | 25 | # SECURITY WARNING: don't run with debug turned on in production! 26 | DEBUG = True 27 | 28 | ALLOWED_HOSTS = [] 29 | 30 | 31 | # Application definition 32 | 33 | INSTALLED_APPS = [ 34 | 'django.contrib.admin', 35 | 'django.contrib.auth', 36 | 'django.contrib.contenttypes', 37 | 'django.contrib.sessions', 38 | 'django.contrib.messages', 39 | 'django.contrib.staticfiles', 40 | 'app1', 41 | ] 42 | 43 | MIDDLEWARE = [ 44 | 'django.middleware.security.SecurityMiddleware', 45 | 'django.contrib.sessions.middleware.SessionMiddleware', 46 | 'django.middleware.common.CommonMiddleware', 47 | 'django.middleware.csrf.CsrfViewMiddleware', 48 | 'django.contrib.auth.middleware.AuthenticationMiddleware', 49 | 'django.contrib.messages.middleware.MessageMiddleware', 50 | 'django.middleware.clickjacking.XFrameOptionsMiddleware', 51 | ] 52 | 53 | ROOT_URLCONF = 'site1.urls' 54 | 55 | TEMPLATES = [ 56 | { 57 | 'BACKEND': 'django.template.backends.django.DjangoTemplates', 58 | 'DIRS': [os.path.join(BASE_DIR, 'templates')], 59 | 'APP_DIRS': True, 60 | 'OPTIONS': { 61 | 'context_processors': [ 62 | 'django.template.context_processors.debug', 63 | 'django.template.context_processors.request', 64 | 'django.contrib.auth.context_processors.auth', 65 | 'django.contrib.messages.context_processors.messages', 66 | ], 67 | }, 68 | }, 69 | ] 70 | 71 | WSGI_APPLICATION = 'site1.wsgi.application' 72 | 73 | 74 | # Database 75 | # https://docs.djangoproject.com/en/1.9/ref/settings/#databases 76 | 77 | DATABASES = { 78 | 'default': { 79 | 'ENGINE': 'django.db.backends.sqlite3', 80 | 'NAME': os.path.join(BASE_DIR, 'db.sqlite3'), 81 | } 82 | } 83 | 84 | 85 | # Password validation 86 | # https://docs.djangoproject.com/en/1.9/ref/settings/#auth-password-validators 87 | 88 | AUTH_PASSWORD_VALIDATORS = [ 89 | { 90 | 'NAME': 'django.contrib.auth.password_validation.UserAttributeSimilarityValidator', 91 | }, 92 | { 93 | 'NAME': 'django.contrib.auth.password_validation.MinimumLengthValidator', 94 | }, 95 | { 96 | 'NAME': 'django.contrib.auth.password_validation.CommonPasswordValidator', 97 | }, 98 | { 99 | 'NAME': 'django.contrib.auth.password_validation.NumericPasswordValidator', 100 | }, 101 | ] 102 | 103 | 104 | # Internationalization 105 | # https://docs.djangoproject.com/en/1.9/topics/i18n/ 106 | 107 | LANGUAGE_CODE = 'en-us' 108 | 109 | TIME_ZONE = 'UTC' 110 | 111 | USE_I18N = True 112 | 113 | USE_L10N = True 114 | 115 | USE_TZ = True 116 | 117 | 118 | # Static files (CSS, JavaScript, Images) 119 | # https://docs.djangoproject.com/en/1.9/howto/static-files/ 120 | 121 | STATIC_URL = '/static/' 122 | 123 | 124 | LOGGING = { 125 | 'version': 1, 126 | 'disable_existing_loggers': False, 127 | 'handlers': { 128 | 'console': { 129 | 'class': 'logging.StreamHandler', 130 | }, 131 | }, 132 | 'loggers': { 133 | # Note this empty so all the loggers will show! 134 | '': { 135 | 'handlers': ['console'], 136 | 'level': 'DEBUG', 137 | }, 138 | }, 139 | } -------------------------------------------------------------------------------- /site1/site1/urls.py: -------------------------------------------------------------------------------- 1 | """site1 URL Configuration 2 | 3 | The `urlpatterns` list routes URLs to views. For more information please see: 4 | https://docs.djangoproject.com/en/1.9/topics/http/urls/ 5 | Examples: 6 | Function views 7 | 1. Add an import: from my_app import views 8 | 2. Add a URL to urlpatterns: url(r'^$', views.home, name='home') 9 | Class-based views 10 | 1. Add an import: from other_app.views import Home 11 | 2. Add a URL to urlpatterns: url(r'^$', Home.as_view(), name='home') 12 | Including another URLconf 13 | 1. Import the include() function: from django.conf.urls import url, include 14 | 2. Add a URL to urlpatterns: url(r'^blog/', include('blog.urls')) 15 | """ 16 | from django.conf.urls import url, include 17 | from django.contrib import admin 18 | from django.views.generic.base import RedirectView 19 | 20 | urlpatterns = [ 21 | url(r'^admin/', admin.site.urls), 22 | url(r'^$', RedirectView.as_view(url='/app1/'), name='index'), 23 | url(r'^app1/', include(('app1.urls', 'app1'), namespace='app1', )), 24 | ] 25 | -------------------------------------------------------------------------------- /site1/site1/wsgi.py: -------------------------------------------------------------------------------- 1 | """ 2 | WSGI config for site1 project. 3 | 4 | It exposes the WSGI callable as a module-level variable named ``application``. 5 | 6 | For more information on this file, see 7 | https://docs.djangoproject.com/en/1.9/howto/deployment/wsgi/ 8 | """ 9 | 10 | import os 11 | 12 | from django.core.wsgi import get_wsgi_application 13 | 14 | os.environ.setdefault("DJANGO_SETTINGS_MODULE", "site1.settings") 15 | 16 | application = get_wsgi_application() 17 | -------------------------------------------------------------------------------- /site1/templates/base.html: -------------------------------------------------------------------------------- 1 | {% load static %} 2 | 3 | 4 | 5 | {% block head %} 6 | PlotLy OffLine examples 7 | 8 | 9 | 10 | 11 | {% endblock %} 12 | 13 | 14 | {% block content %} 15 | 16 | 17 | {% endblock %} 18 | 19 | {% block tail %} 20 | 21 | 22 | 23 | 24 | {% endblock %} 25 | 26 | 27 | -------------------------------------------------------------------------------- /site1/templates/index.html: -------------------------------------------------------------------------------- 1 | {% extends "base.html" %} 2 | 3 | {% block content %} 4 | 5 |
6 |

Integrating PlotLy into DJango

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Click on the buttons below to see the examples.

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1DView
2DView
3DView
Random 1D (Ajax)View
SANS IqView
Live Plot 2DView
3D ScatterView
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42 | 43 | 44 | {% endblock %} 45 | -------------------------------------------------------------------------------- /site1/templates/plot.html: -------------------------------------------------------------------------------- 1 | {% extends "base.html" %} 2 | 3 | {% block head %} 4 | {{block.super}} 5 | 6 | {% endblock %} 7 | 8 | {% block content %} 9 | 10 |
11 |

Plot using Plot.ly

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Here we go...

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18 | {#
{{plot|safe}}
#} 19 |
{{plot|safe}}
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29 | Go back to index... 30 |
31 | 32 | {% endblock %} 33 | -------------------------------------------------------------------------------- /site1/templates/plot_fit.html: -------------------------------------------------------------------------------- 1 | {% extends "base.html" %} 2 | 3 | {% block head %} 4 | {{block.super}} 5 | 6 | {% endblock %} 7 | 8 | {% block content %} 9 | 10 |
11 |

Plot using Plot.ly and some clever JavaScript

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Select some points (Box or Lasso tool) from the plot and see them printed.

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{{plot|safe}}
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33 |         var myDiv = $('.plotly-graph-div')[0];
34 |         myDiv.on('plotly_selected', function(eventData) {
35 |           console.log(eventData.points);
36 |           for (var idx = 0; idx < eventData.points.length; idx++) {
37 |             console.log(eventData.points[idx]);
38 |           };
39 |         });
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Selected points:

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56 | Go back to index... 57 |
58 | 59 | {% endblock %} 60 | 61 | {% block tail %} 62 | {{block.super}} 63 | 76 | {% endblock %} 77 | -------------------------------------------------------------------------------- /site1/templates/plot_live.html: -------------------------------------------------------------------------------- 1 | {% extends "base.html" %} 2 | {% block head %} 3 | {{block.super}} 4 | 5 | {% endblock %} 6 | 7 | {% block content %} 8 | 9 |
10 |

Live Plot using Plot.ly

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Update every few seconds

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{{plot|safe}}
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28 | 29 | 30 | 52 | 53 | 54 | {% endblock %} 55 | -------------------------------------------------------------------------------- /site1/templates/plot_multiple.html: -------------------------------------------------------------------------------- 1 | {% extends "base.html" %} 2 | 3 | {% block head %} 4 | {{block.super}} 5 | 6 | {% endblock %} 7 | 8 | {% block content %} 9 | 10 |
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Plot using Plot.ly

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Ajax test!

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39 | {% endblock %} 40 | 41 | {% block tail %} 42 | {{block.super}} 43 | 72 | {% endblock %} 73 | --------------------------------------------------------------------------------