diff --git a/examples/scion/S08-topo-generation-01/1221_r0.cch b/examples/scion/S08-topo-generation-01/1221_r0.cch
new file mode 100644
index 000000000..68b5333d3
--- /dev/null
+++ b/examples/scion/S08-topo-generation-01/1221_r0.cch
@@ -0,0 +1,378 @@
+327 @Perth,+Australia (1) &1 -> <4223> =203.22.83.1 r0
+398 @Perth,+Australia + (2) -> =139.130.73.113 r0
+620 @Canberra,+Australia + (2) &5 -> =203.50.10.138 r0
+631 @Canberra,+Australia + (2) &4 -> <1875> =203.50.10.139 r0
+694 @Whyalla,+Australia + bb (1) -> <1790> =serial4-2.why1.whyalla.telstra.net r0
+781 @Melbourne,+Australia (14) &2 -> <3921> <3931> <3932> <3933> <3934> <3941> <3965> <3973> <3974> <3976> <3978> <3979> <3980> <3981> =203.50.7.169 r0
+798 @Melbourne,+Australia + bb (5) &1 -> <1792> <3928> <3929> <3930> <3977> =203.50.7.170 r0
+1002 @Nuriootpa,+Australia (1) -> <3997> =fastethernet0.nur3.nuriootpa.telstra.net.118.50.2 r0
+1341 @Melbourne,+Australia + (5) -> <3930> <3943> =fastethernet0-0-0.lon30.melbourne.telstra.net r0
+1379 @Melbourne,+Australia (1) -> =203.43.160.254 r0
+1770 @Sydney,+Australia + (17) &4 -> <4306> =fastethernet1-0.ken13.sydney.telstra.net r0
+1783 @Adelaide,+Australia + (1) -> <1786> =fli-switch1.adelaide.telstra.net r0
+1784 @Adelaide,+Australia + bb (20) -> <1787> <1793> <1796> <1797> <1798> <1799> <1800> <1801> <1802> <1803> <1804> <1807> <1808> <1809> <1810> <1811> <3928> <3929> <3930> <4216> =pos1-0.fli-core1.adelaide.telstra.net r0
+1785 @Adelaide,+Australia + bb (27) -> <1787> <1788> <1789> <1792> <1793> <1794> <1796> <1797> <1798> <1799> <1800> <1801> <1802> <1803> <1804> <1805> <1806> <1807> <1808> <1809> <1810> <1811> <1812> <1813> <3930> <4216> <4217> =gigabitethernet0-2.fli-core1.adelaide.telstra.net r0
+1786 @Adelaide,+Australia + (3) -> <1783> <1787> <1792> =fastethernet1-0.fli-core2.adelaide.telstra.net r0
+1787 @Adelaide,+Australia + (8) -> <1784> <1785> <1786> <1792> <1793> =fastethernet0-0.fli1.adelaide.telstra.net r0
+1788 @Adelaide,+Australia + (2) -> <1785> <1792> =gigabitethernet1-1.fli2.adelaide.telstra.net r0
+1789 @Adelaide,+Australia + (1) -> <1785> =fastethernet1-0.fli3.adelaide.telstra.net r0
+1790 @Adelaide,+Australia + bb (16) &2 -> <694> <1792> <1793> <1819> <1897> <3988> <3991> <3997> <4246> <4248> <4254> <4360> <4367> =fastethernet1-1-0.way-core1.adelaide.telstra.net r0
+1791 @Adelaide,+Australia + bb (8) -> <1792> <1793> <1894> <3911> <4356> =fastethernet1-0-0.way-core2.adelaide.telstra.net r0
+1792 @Adelaide,+Australia + bb (23) &3 -> <798> <1785> <1786> <1787> <1788> <1790> <1791> <1795> <1796> <1797> <1798> <1799> <1800> <1801> <1802> <1803> <1804> <1807> <1808> <1809> <1810> <1811> <1812> =gigagbitethernet4-0.way-core4.adelaide.telstra.net r0
+1793 @Adelaide,+Australia + bb (22) &2 -> <1784> <1785> <1787> <1790> <1791> <1796> <1797> <1798> <1799> <1800> <1801> <1802> <1803> <1804> <1807> <1808> <1809> <1810> <1811> <1812> <3930> <4223> =pos6-0.way-core4.adelaide.telstra.net r0
+1794 @Adelaide,+Australia + (1) -> <1785> =fastethernet1-0.way-service1.adelaide.telstra.net r0
+1795 @Adelaide,+Australia + (2) -> <1792> =cont6-1.way1.adelaide.telstra.net r0
+1796 @Adelaide,+Australia + (18) -> <1784> <1785> <1792> <1793> <1798> <1799> =fastethernet0-0-0.way1.adelaide.telstra.net r0
+1797 @Adelaide,+Australia + (9) &2 -> <1784> <1785> <1792> <1793> <1810> =ethernet0.way10.adelaide.telstra.net r0
+1798 @Adelaide,+Australia + bb (21) -> <1784> <1785> <1792> <1793> <1796> <1799> <1802> <1807> <1808> =fastethernet0-0.way11.adelaide.telstra.net r0
+1799 @Adelaide,+Australia + (13) &1 -> <1784> <1785> <1792> <1793> <1796> <1798> <1800> <1802> <1807> <1808> <1809> <1810> <1812> =fastethernet0.way12.adelaide.telstra.net r0
+1800 @Adelaide,+Australia + (17) &1 -> <1784> <1785> <1792> <1793> <1799> <1808> =fastethernet0-0.way13.adelaide.telstra.net r0
+1801 @Adelaide,+Australia + bb (11) &2 -> <1784> <1785> <1792> <1793> <1808> <1810> =fastethernet0-0-0.way14.adelaide.telstra.net r0
+1802 @Adelaide,+Australia + (9) -> <1784> <1785> <1792> <1793> <1798> <1799> <1810> =fastethernet0-0-0.way15.adelaide.telstra.net r0
+1803 @Adelaide,+Australia + (13) -> <1784> <1785> <1792> <1793> =fastethernet0-0.way16.adelaide.telstra.net r0
+1804 @Adelaide,+Australia + (19) -> <1784> <1785> <1792> <1793> =fastethernet0-0.way17.adelaide.telstra.net r0
+1805 @Adelaide,+Australia + (1) -> <1785> =ethernet0.way19.adelaide.telstra.net r0
+1806 @Adelaide,+Australia + (1) -> <1785> =fastethernet1-0.way20.adelaide.telstra.net r0
+1807 @Adelaide,+Australia + (12) &4 -> <1784> <1785> <1792> <1793> <1798> <1799> =fastethernet0.way3.adelaide.telstra.net r0
+1808 @Adelaide,+Australia + (29) &1 -> <1784> <1785> <1792> <1793> <1798> <1799> <1800> <1801> <1810> <1812> =fastethernet0-0-0.way4.adelaide.telstra.net r0
+1809 @Adelaide,+Australia + (11) &3 -> <1784> <1785> <1792> <1793> <1799> =fastethernet0.way5.adelaide.telstra.net r0
+1810 @Adelaide,+Australia + (26) &1 -> <1784> <1785> <1792> <1793> <1797> <1799> <1801> <1802> <1808> <1812> =fastethernet5-0-0.way6.adelaide.telstra.net r0
+1811 @Adelaide,+Australia + (13) &1 -> <1784> <1785> <1792> <1793> =fastethernet0.way7.adelaide.telstra.net r0
+1812 @Adelaide,+Australia + (12) &1 -> <1785> <1792> <1793> <1799> <1808> <1810> =fastethernet0.way8.adelaide.telstra.net r0
+1813 @Adelaide,+Australia + (2) -> <1785> =fastethernet1-0.way9.adelaide.telstra.net r0
+1814 @Albany,+Australia + bb (1) -> <4222> =serial1-1-0.any1.albany.telstra.net r0
+1815 @Albury,+Australia + (2) &1 -> <1817> =ethernet0.alb1.albury.telstra.net r0
+1816 @Albury,+Australia + (5) &2 -> <1817> =fastethernet0.alb2.albury.telstra.net r0
+1817 @Albury,+Australia + bb (7) -> <1815> <1816> <3927> =atm3-0-1.alb3.albury.telstra.net r0
+1819 @Alice+Springs,+Australia + bb (3) -> <1790> <1820> =atm6-0-1.ali1.alicesprings.telstra.net r0
+1820 @Alice+Springs,+Australia + (4) -> <1819> =fastethernet0.ali2.alicesprings.telstra.net r0
+1821 @Armidale,+Australia + (4) &1 -> =serial5-0-1.arm1.armidale.telstra.net r0
+1822 @Ballarat,+Australia + bb (7) &1 -> <1823> <3927> =atm5-0-1.bal1.ballarat.telstra.net r0
+1823 @Ballarat,+Australia + (6) -> <1822> =ethernet0.bal2.ballarat.telstra.net r0
+1824 @Bathurst,+Australia + (2) &1 -> <1825> =fastethernet0.bat1.bathurst.telstra.net r0
+1825 @Bathurst,+Australia + (1) &1 -> <1824> =serial1-1.bat2.bathurst.telstra.net r0
+1826 @Bendigo,+Australia + (2) &2 -> <1827> =ethernet0.ben1.bendigo.telstra.net r0
+1827 @Bendigo,+Australia + bb (4) &1 -> <1826> <3927> =serial5-1-1.ben2.bendigo.telstra.net r0
+1829 @Brisbane,+Australia + bb (3) -> <1831> <1832> <4265> =gigabitethernet0-0-0.cha-core1.brisbane.telstra.net r0
+1830 @Brisbane,+Australia + bb (10) -> <1831> <1832> <1870> <1872> <3912> <3917> <3919> <4256> <4345> <4350> =gigabitethernet0-0-0.cha-core2.brisbane.telstra.net r0
+1831 @Brisbane,+Australia + (3) &1 -> <1829> <1830> <1863> =gigabitethernet5-0.cha-core4.brisbane.telstra.net r0
+1832 @Brisbane,+Australia + (33) &4 -> <1829> <1830> <1833> <1835> <1836> <1838> <1839> <1840> <1841> <1842> <1843> <1844> <1845> <1846> <1847> <1848> <1849> <1850> <1851> <1852> <1853> <1854> <1855> <1856> <1857> <1858> <1859> <1861> <1862> <1863> <1865> <1866> <1867> =gigabitethernet5-1.cha-core4.brisbane.telstra.net r0
+1833 @Brisbane,+Australia + (1) -> <1832> =fastethernet0-0.cha-service1.brisbane.telstra.net r0
+1834 @Brisbane,+Australia + (9) -> <1863> =ethernet0-1-0.cha1.brisbane.telstra.net r0
+1835 @Brisbane,+Australia + (8) &2 -> <1832> <1849> <1863> =fastethernet0.cha10.brisbane.telstra.net r0
+1836 @Brisbane,+Australia + bb (68) &2 -> <1832> <1836> <1849> <1863> =fastethernet6-1-0.cha11.brisbane.telstra.net r0
+1837 @Brisbane,+Australia + (3) -> <1861> =serial4-0-0.cha11.brisbane.telstra.net r0
+1838 @Brisbane,+Australia + (5) -> <1832> <1863> =fastethernet0.cha12.brisbane.telstra.net r0
+1839 @Brisbane,+Australia + (9) &2 -> <1832> <1849> <1863> =fastethernet0.cha13.brisbane.telstra.net r0
+1840 @Brisbane,+Australia + (3) &1 -> <1832> <1863> =fastethernet0-0-0.cha14.brisbane.telstra.net r0
+1841 @Brisbane,+Australia + (8) &2 -> <1832> <1849> <1863> =fastethernet0.cha15.brisbane.telstra.net r0
+1842 @Brisbane,+Australia + (23) &1 -> <1832> <1849> <1863> =fastethernet1-0.cha16.brisbane.telstra.net r0
+1843 @Brisbane,+Australia + (27) -> <1832> <1849> <1863> =fastethernet1-0.cha17.brisbane.telstra.net r0
+1844 @Brisbane,+Australia + (7) -> <1832> <1849> <1863> =fastethernet1-0-0.cha18.brisbane.telstra.net r0
+1845 @Brisbane,+Australia + (4) -> <1832> <1849> <1863> =fastethernet0.cha19.brisbane.telstra.net r0
+1846 @Brisbane,+Australia + (7) -> <1832> <1863> =ethernet0-0-0.cha2.brisbane.telstra.net r0
+1847 @Brisbane,+Australia + (2) -> <1832> <1849> =gigabitethernet4-0.cha20.brisbane.telstra.net r0
+1848 @Brisbane,+Australia + (1) -> <1832> =fastethernet0.cha21.brisbane.telstra.net r0
+1849 @Brisbane,+Australia + (18) &1 -> <1832> <1835> <1836> <1839> <1841> <1842> <1843> <1844> <1845> <1847> <1851> <1855> <1856> <1857> <1858> <1859> <1861> <1863> =fastethernet0.cha22.brisbane.telstra.net r0
+1850 @Brisbane,+Australia + (5) -> <1832> <1863> =gigabitethernet1-2.cha23.brisbane.telstra.net r0
+1851 @Brisbane,+Australia + (16) &7 -> <1832> <1849> <1863> =fastethernet0-0.cha24.brisbane.telstra.net r0
+1852 @Brisbane,+Australia + (1) -> <1832> =fastethernet0-0.cha25.brisbane.telstra.net r0
+1853 @Brisbane,+Australia + (1) -> <1832> =fastethernet0.cha26.brisbane.telstra.net r0
+1854 @Brisbane,+Australia + (1) -> <1832> =fastethernet0-0.cha27.brisbane.telstra.net r0
+1855 @Brisbane,+Australia + (9) &3 -> <1832> <1849> <1863> =fastethernet0.cha3.brisbane.telstra.net r0
+1856 @Brisbane,+Australia + (31) &3 -> <1832> <1849> <1863> =fastethernet0-0-0.cha5.brisbane.telstra.net r0
+1857 @Brisbane,+Australia + (11) &1 -> <1832> <1849> <1863> =fastethernet0.cha6.brisbane.telstra.net r0
+1858 @Brisbane,+Australia + (10) &3 -> <1832> <1849> <1863> =fastethernet0.cha7.brisbane.telstra.net r0
+1859 @Brisbane,+Australia + (18) &2 -> <1832> <1849> <1863> =fastethernet6-0-0.cha8.brisbane.telstra.net r0
+1860 @Brisbane,+Australia + (2) -> =serial4-1-2.cha8.brisbane.telstra.net r0
+1861 @Brisbane,+Australia + (34) &1 -> <1832> <1837> <1849> <1863> =fastethernet6-0-0.cha9.brisbane.telstra.net r0
+1862 @Brisbane,+Australia + (3) -> <1832> <1865> <1866> =gigabitethernet3-0.woo-core1.brisbane.telstra.net r0
+1863 @Brisbane,+Australia + bb (29) -> <1831> <1832> <1834> <1835> <1836> <1838> <1839> <1840> <1841> <1842> <1843> <1844> <1845> <1846> <1849> <1850> <1851> <1855> <1856> <1857> <1858> <1859> <1861> <1864> <1865> <1866> <4304> <4305> <4306> =pos6-0.woo-core1.brisbane.telstra.net r0
+1864 @Brisbane,+Australia + bb (7) &1 -> <1863> <1872> <3917> <3919> <4256> <4344> <4350> =fastethernet0-0.woo-core2.brisbane.telstra.net r0
+1865 @Brisbane,+Australia + (7) &1 -> <1832> <1862> <1863> <1865> =fastethernet0-0.woo1.brisbane.telstra.net r0
+1866 @Brisbane,+Australia + bb (7) &1 -> <1832> <1862> <1863> <1866> =fastethernet1-1.woo2.brisbane.telstra.net r0
+1867 @Brisbane,+Australia + (1) -> <1832> =fastethernet0-1.woo3.brisbane.telstra.net r0
+1868 @Bunbury,+Australia + bb (6) -> <1869> <4221> =serial5-1.bun1.bunbury.telstra.net r0
+1869 @Bunbury,+Australia + (7) &2 -> <1868> =fastethernet0.bun2.bunbury.telstra.net r0
+1870 @Bundaberg,+Australia + bb (1) -> <1830> =serial0-0-1.bda1.bundaberg.telstra.net r0
+1871 @Cairns,+Australia + (3) -> <1872> =fastethernet0.cai1.cairns.telstra.net r0
+1872 @Cairns,+Australia + bb (8) &1 -> <1830> <1864> <1871> =serial6-0-2.cai2.cairns.telstra.net r0
+1874 @Campbelltown,+Australia + (6) &2 -> =atm5-0-1.cam2.campbelltown.telstra.net r0
+1875 @Canberra,+Australia + bb (11) &2 -> <631> <1876> <1877> <1889> <3928> <3930> =gigabitethernet0-0-0.civ-core2.canberra.telstra.net r0
+1876 @Canberra,+Australia + (2) &2 -> <1875> =fastethernet1-0.civ-service1.canberra.telstra.net r0
+1877 @Canberra,+Australia + (15) &6 -> <1875> =fastethernet1-0.civ11.canberra.telstra.net r0
+1878 @Canberra,+Australia + (1) &5 -> <1888> =gigabitethernet1-2.civ12.canberra.telstra.net r0
+1880 @Canberra,+Australia + (2) -> =serial6-2.civ2.canberra.telstra.net r0
+1881 @Canberra,+Australia + bb (17) &4 -> <1913> =fastethernet0-0-0.civ2.canberra.telstra.net r0
+1882 @Canberra,+Australia + (11) &6 -> =fastethernet0.civ4.canberra.telstra.net r0
+1883 @Canberra,+Australia + (2) -> =atm5-0-0-11.civ5.canberra.telstra.net r0
+1884 @Canberra,+Australia + bb (3) &5 -> =fastethernet0.civ6.canberra.telstra.net r0
+1885 @Canberra,+Australia + bb (2) -> =serial4-1-1.civ7.canberra.telstra.net r0
+1886 @Canberra,+Australia + (1) -> <1888> =fastethernet0.dickson1.canberra.telstra.net r0
+1887 @Canberra,+Australia + (1) &1 -> <1888> =fastethernet0.dickson2.canberra.telstra.net r0
+1888 @Canberra,+Australia + (4) -> <1878> <1886> <1887> =gigabitethernet0-1.dickson5.canberra.telstra.net r0
+1889 @Canberra,+Australia + bb (3) &2 -> <1875> <1891> <4305> =gigabitethernet0-0-0.dkn-core1.canberra.telstra.net r0
+1890 @Canberra,+Australia + (3) &4 -> =fastethernet0.dkn1.canberra.telstra.net r0
+1891 @Canberra,+Australia + (21) &4 -> <1889> =fastethernet1-0-0.dkn2.canberra.telstra.net r0
+1892 @Canberra,+Australia + bb (7) &4 -> =fastethernet1-0.dkn3.canberra.telstra.net r0
+1894 @Adelaide,+Australia (1) -> <1791> =serial0-0-1.cla1.clare.telstra.net r0
+1895 @Coffs+Harbour,+Australia + (3) &2 -> <1896> =atm5-0-1.cof1.coffsharbour.telstra.net r0
+1896 @Coffs+Harbour,+Australia + (2) -> <1895> =fastethernet0.cof2.coffsharbour.telstra.net r0
+1897 @Darwin,+Australia + bb (6) -> <1790> <1898> <1899> <1900> <1901> <4221> =atm6-0-0-2.smi-core1.darwin.telstra.net r0
+1898 @Darwin,+Australia + bb (18) &1 -> <1897> =fastethernet4-0-0.smi2.darwin.telstra.net r0
+1899 @Darwin,+Australia + (6) -> <1897> =fastethernet0.smi3.darwin.telstra.net r0
+1900 @Darwin,+Australia + (1) -> <1897> =fastethernet0.smi5.darwin.telstra.net r0
+1901 @Darwin,+Australia + (1) -> <1897> =fastethernet0-0.smi6.darwin.telstra.net r0
+1902 @Dubbo,+Australia + (9) -> <1903> =fastethernet0-0.dub1.dubbo.telstra.net r0
+1903 @Dubbo,+Australia + (1) &1 -> <1902> =serial5-1-1.dub2.dubbo.telstra.net r0
+1904 @Geelong,+Australia + (2) &6 -> <1905> =ethernet0.gee2.geelong.telstra.net r0
+1905 @Geelong,+Australia + bb (4) -> <1904> <3927> =atm4-0-1.gee3.geelong.telstra.net r0
+1907 @Geraldton,+Australia + bb (1) -> <4222> =serial1-1-0.ger1.geraldton.telstra.net r0
+1908 @Gosford,+Australia + (9) &3 -> <1909> =fastethernet0.gos2.gosford.telstra.net r0
+1909 @Gosford,+Australia + bb (13) &1 -> <1908> <1910> =atm4-0-1.gos3.gosford.telstra.net r0
+1910 @Gosford,+Australia + (2) -> <1909> =fastethernet0.gos4.gosford.telstra.net r0
+1912 @Hobart,+Australia + bb (3) &2 -> <1913> <1928> <4352> =fastethernet1-0-0.dav-core1.hobart.telstra.net r0
+1913 @Hobart,+Australia + bb (9) -> <1881> <1912> <1915> <1916> <1917> <1918> <1919> <1920> <3927> =pos1-0-0.dav-core2.hobart.telstra.net r0
+1914 @Hobart,+Australia + (2) -> <1915> =cont1-0.dav1.hobart.telstra.net r0
+1915 @Hobart,+Australia + (12) &3 -> <1913> <1914> =fastethernet4-0-0.dav1.hobart.telstra.net r0
+1916 @Hobart,+Australia + (3) &3 -> <1913> =ethernet0.dav2.hobart.telstra.net r0
+1917 @Hobart,+Australia + (10) &3 -> <1913> =fastethernet6-0-0.dav3.hobart.telstra.net r0
+1918 @Hobart,+Australia + (2) -> <1913> =ethernet0.dav4.hobart.telstra.net r0
+1919 @Hobart,+Australia + (7) -> <1913> =fastethernet1-0.dav6.hobart.telstra.net r0
+1920 @Hobart,+Australia + (1) -> <1913> =fastethernet1-0.dav7.hobart.telstra.net r0
+1922 @Kalgoorlie,+Australia + (1) -> <1924> =kal-switch1.kalgoorlie.telstra.net r0
+1923 @Kalgoorlie,+Australia + (3) &1 -> <1924> =fastethernet0-0.kal1.kalgoorlie.telstra.net r0
+1924 @Kalgoorlie,+Australia + bb (3) -> <1922> <1923> <4222> =serial1-6.kal2.kalgoorlie.telstra.net r0
+1926 @Karratha,+Australia + bb (2) -> <4221> =serial2-6.kar2.karratha.telstra.net r0
+1927 @Launceston,+Tazmania + (5) &2 -> <1928> =fastethernet0.lau1.launceston.telstra.net r0
+1928 @Launceston,+Tazmania + bb (7) &2 -> <1912> <1927> <1929> =serial4-1.lau2.launceston.telstra.net r0
+1929 @Launceston,+Tazmania + (1) -> <1928> =fastethernet0.lau3.launceston.telstra.net r0
+1930 @Lismore,+Australia + (7) &3 -> <1931> =fastethernet0.lis1.lismore.telstra.net r0
+1931 @Lismore,+Australia + (11) &2 -> <1930> <1932> =atm6-0-1.lis2.lismore.telstra.net r0
+1932 @Lismore,+Australia + (1) &1 -> <1931> =fastethernet0.lis3.lismore.telstra.net r0
+3607 @Sydney,+Australia + bb (4) -> <4302> =serial0-1-2.chw8.sydney.telstra.net r0
+3911 @Adelaide,+Australia (3) -> <1791> =serial0-0-1.lox1.loxton.telstra.net r0
+3912 @Mackay,+Australia + bb (4) -> <1830> <3913> =serial6-0-1.mac1.mackay.telstra.net r0
+3913 @Mackay,+Australia + (2) &2 -> <3912> =fastethernet0.mac2.mackay.telstra.net r0
+3914 @Maroochydore,+Australia + (7) &2 -> <3917> =fastethernet0-0.mar1.maroochydore.telstra.net r0
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+3923 @Melbourne,+Australia + (3) &2 -> <3922> =fastethernet0.cra2.melbourne.telstra.net r0
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+3925 @Melbourne,+Australia + (1) -> <3922> =fastethernet0.cra4.melbourne.telstra.net r0
+3926 @Melbourne,+Australia + bb (7) &1 -> <3929> <3930> <3943> <3946> <3973> <3983> <4259> =gigabitethernet5-0-0.lon-core1.melbourne.telstra.net r0
+3927 @Melbourne,+Australia + bb (15) &3 -> <1817> <1822> <1827> <1905> <1913> <3922> <3928> <3929> <3930> <3943> <3946> <3956> <3973> <3986> <4361> =fastethernet1-1-0.lon-core2.melbourne.telstra.net r0
+3928 @Melbourne,+Australia + bb (12) &2 -> <798> <1784> <1875> <3927> <3942> <3943> <3945> <3946> <3958> <3968> <3973> <3977> =gigabitethernet3-0.lon-core3.melbourne.telstra.net r0
+3929 @Melbourne,+Australia + bb (31) &2 -> <798> <1784> <3926> <3927> <3931> <3933> <3934> <3937> <3938> <3939> <3940> <3941> <3942> <3945> <3948> <3949> <3951> <3952> <3953> <3955> <3957> <3961> <3962> <3963> <3965> <3968> <3973> <3974> <3975> <3976> <3977> =gigabitethernet5-0.lon-core3.melbourne.telstra.net r0
+3930 @Melbourne,+Australia + bb (53) &6 -> <798> <1341> <1784> <1785> <1793> <1875> <3921> <3926> <3927> <3931> <3932> <3933> <3934> <3935> <3937> <3938> <3939> <3940> <3941> <3942> <3945> <3948> <3949> <3951> <3952> <3953> <3954> <3955> <3957> <3958> <3959> <3960> <3961> <3962> <3963> <3964> <3965> <3966> <3967> <3968> <3969> <3970> <3971> <3972> <3973> <3974> <3975> <3976> <3978> <3979> <3980> <3981> =pos7-0.lon-core3.melbourne.telstra.net r0
+3931 @Melbourne,+Australia + bb (15) &6 -> <781> <3929> <3930> <3943> <3946> <3956> <3973> <3977> =fastethernet0.lon10.melbourne.telstra.net r0
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+3937 @Melbourne,+Australia + (11) &6 -> <3929> <3930> <3943> <3946> <3956> <3973> <3977> =fastethernet0.lon15.melbourne.telstra.net r0
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+3939 @Melbourne,+Australia + (27) &1 -> <3929> <3930> <3943> <3946> <3956> <3973> <3977> =fastethernet6-1-0.lon17.melbourne.telstra.net r0
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+3943 @Melbourne,+Australia + (57) &5 -> <1341> <3921> <3926> <3927> <3928> <3931> <3932> <3933> <3934> <3935> <3937> <3938> <3939> <3940> <3941> <3945> <3948> <3949> <3951> <3952> <3953> <3954> <3955> <3957> <3958> <3961> <3962> <3963> <3965> <3973> <3974> <3975> <3976> <3977> <3978> <3979> <3980> <3981> =serial1-1-7-1.lon20.melbourne.telstra.net r0
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+3945 @Melbourne,+Australia + bb (35) &1 -> <3928> <3929> <3930> <3943> <3956> <3973> <3977> =fastethernet1-0-0.lon21.melbourne.telstra.net r0
+3946 @Melbourne,+Australia + (37) &5 -> <3921> <3926> <3927> <3928> <3931> <3932> <3933> <3934> <3935> <3937> <3938> <3939> <3941> <3942> <3948> <3949> <3951> <3954> <3955> <3958> <3961> <3962> <3965> <3973> <3974> <3975> <3976> <3977> <3978> <3980> <3981> =serial0-1-6-1.lon21.melbourne.telstra.net r0
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+3973 @Melbourne,+Australia + (61) &6 -> <781> <3921> <3926> <3927> <3928> <3929> <3930> <3931> <3932> <3933> <3934> <3935> <3937> <3938> <3939> <3940> <3941> <3942> <3943> <3945> <3946> <3947> <3948> <3951> <3952> <3954> <3955> <3956> <3957> <3958> <3960> <3961> <3962> <3963> <3965> <3974> <3975> <3976> <3977> <3978> <3979> <3980> <3981> =fastethernet0-1-0.lon6.melbourne.telstra.net r0
+3974 @Melbourne,+Australia + (12) &1 -> <781> <3929> <3930> <3943> <3946> <3973> <3977> =fastethernet4-0-0.lon7.melbourne.telstra.net r0
+3975 @Melbourne,+Australia + (29) &1 -> <3929> <3930> <3943> <3946> <3956> <3973> <3977> =fastethernet0-0-0.lon8.melbourne.telstra.net r0
+3976 @Melbourne,+Australia + (14) &5 -> <781> <3929> <3930> <3943> <3946> <3956> <3973> <3977> =fastethernet0.lon9.melbourne.telstra.net r0
+3977 @Melbourne,+Australia + bb (46) &3 -> <798> <3921> <3928> <3929> <3931> <3932> <3933> <3934> <3935> <3937> <3938> <3939> <3940> <3941> <3942> <3943> <3945> <3946> <3947> <3948> <3951> <3952> <3953> <3954> <3955> <3956> <3957> <3958> <3960> <3961> <3962> <3963> <3965> <3973> <3974> <3975> <3976> <3978> <3979> <3980> <3981> <4304> <4305> <4306> <4326> =gigabitethernet5-0.win-core1.melbourne.telstra.net r0
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+3983 @Mildura,+Australia + bb (2) -> <3926> <3982> =serial5-1.mid2.mildura.telstra.net r0
+3984 @Moree,+Australia + (1) &1 -> =serial0-0-1.mee1.moree.telstra.net r0
+3985 @Morwell,+Australia + (3) &1 -> <3986> =ethernet0.mor1.morwell.telstra.net r0
+3986 @Morwell,+Australia + bb (4) -> <3927> <3985> =serial5-1-1.mor2.morwell.telstra.net r0
+3987 @Mount+Gambier,+Australia + (3) &1 -> <3988> =fastethernet0-0.gam1.mountgambier.telstra.net r0
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+3990 @Murray+Bridge,+Australia + (2) -> <3991> =fastethernet0-0.mur1.murraybridge.telstra.net r0
+3991 @Murray+Bridge,+Australia + bb (2) -> <1790> <3990> =serial1-2.mur2.murraybridge.telstra.net r0
+3992 @Newcastle,+Australia + bb (22) &1 -> <3993> <3994> <3995> <4266> =atm4-0-1.ham1.newcastle.telstra.net r0
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+3997 @Nuriootpa,+Australia + bb (3) -> <1002> <1790> <3996> =serial1-1-1.nur2.nuriootpa.telstra.net r0
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+4210 @Orange,+Australia + (2) -> <4209> =fastethernet0.ora2.orange.telstra.net r0
+4212 @Penrith,+Australia + (11) &2 -> <4213> =fastethernet0.pen1.penrith.telstra.net r0
+4213 @Penrith,+Australia + (13) &1 -> <4212> <4214> =atm4-0-1.pen3.penrith.telstra.net r0
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+4215 @Perth,+Australia + (1) -> <4217> =pie-switch1.perth.telstra.net r0
+4216 @Perth,+Australia + bb (16) -> <1784> <1785> <4218> <4219> <4220> <4223> <4224> <4226> <4227> <4228> <4229> <4235> <4238> <4239> <4242> <4243> =gigabitethernet4-0.pie-core1.perth.telstra.net r0
+4217 @Perth,+Australia + bb (27) &7 -> <1785> <4215> <4218> <4219> <4220> <4222> <4223> <4224> <4225> <4226> <4227> <4228> <4229> <4230> <4231> <4232> <4233> <4234> <4235> <4236> <4237> <4238> <4239> <4242> <4243> <4244> <4245> =gigabitethernet6-0.pie-core1.perth.telstra.net r0
+4218 @Perth,+Australia + (18) &1 -> <4216> <4217> <4223> <4224> <4227> <4228> <4229> <4231> <4238> <4239> <4242> <4243> <4244> <4245> =fastethernet1-0.pie1.perth.telstra.net r0
+4219 @Perth,+Australia + (4) &1 -> <4216> <4217> <4223> =gigabitethernet1-2.pie2.perth.telstra.net r0
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+4222 @Perth,+Australia + bb (5) &2 -> <1814> <1907> <1924> <4217> <4223> =gigabitethernet5-0-0.wel-core2.perth.telstra.net r0
+4223 @Perth,+Australia + bb (21) &8 -> <327> <1793> <4216> <4217> <4218> <4219> <4220> <4221> <4222> <4226> <4227> <4228> <4229> <4230> <4231> <4235> <4238> <4239> <4240> <4242> <4243> =gigabitethernet3-0.wel-core3.perth.telstra.net r0
+4224 @Perth,+Australia + (11) -> <4216> <4217> <4218> <4221> <4226> <4227> <4230> <4239> <4240> <4242> <4243> =gigabitethernet4-0.wel-core3.perth.telstra.net r0
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+4244 @Perth,+Australia + (5) -> <4217> <4218> =ethernet0.wel8.perth.telstra.net r0
+4245 @Perth,+Australia + (8) -> <4217> <4218> =ethernet0.wel9.perth.telstra.net r0
+4246 @Port+Augusta,+Australia + bb (2) -> <1790> =serial1-2.aug2.portaugusta.telstra.net r0
+4248 @Port+Lincoln,+Australia + bb (4) -> <1790> <4249> =serial1-2.lin2.portlincoln.telstra.net r0
+4249 @Port+Lincoln,+Australia + (1) -> <4248> =fastethernet0.lin3.portlincoln.telstra.net r0
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+4251 @Port+Macquarie,+Australia + (1) -> <4252> =tra3.portmaquarie.telstra.net r0
+4252 @Port+Macquarie,+Australia + (5) &2 -> <4250> <4251> =serial5-0-1.tra1.portmaquarie.telstra.net r0
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+4254 @Port+Pirie,+Australia + bb (2) -> <1790> <4253> =serial3-1-1.pir2.portpirie.telstra.net r0
+4255 @Rockhampton,+Australia + (3) -> <4256> =fastethernet0.roc1.rockhampton.telstra.net r0
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+4259 @Shepparton,+Australia + bb (2) -> <3926> <4258> =serial5-1.shp2.shepparton.telstra.net r0
+4265 @Southport,+Australia + bb (7) &2 -> <1829> =fastethernet1-0.spt7.southport.telstra.net r0
+4266 @Sydney,+Australia + bb (5) &2 -> <3992> <4274> <4304> <4310> <4315> =fastethernet1-0-0.ken-core2.sydeny.telstra.net r0
+4268 @Sydney,+Australia + (20) &1 -> <4271> <4273> <4274> <4275> <4276> <4279> <4280> <4281> <4283> <4284> <4285> <4286> <4288> <4291> <4298> <4299> <4301> <4302> <4303> <4306> =gigabitethernet3-0.chw-core2.sydney.telstra.net r0
+4269 @Sydney,+Australia + (2) -> =serial4-1.chw1.sydney.telstra.net r0
+4270 @Sydney,+Australia + (38) &3 -> <4306> <4314> =fastethernet0-0-0.chw1.sydney.telstra.net r0
+4271 @Sydney,+Australia + (87) &5 -> <4268> <4306> =fastethernet0-0-0.chw10.sydney.telstra.net r0
+4272 @Sydney,+Australia + (1) -> =atm4-1-0-1.chw12.sydney.telstra.net r0
+4273 @Sydney,+Australia + (9) &4 -> <4268> <4306> =fastethernet0-0-0.chw12.sydney.telstra.net r0
+4274 @Sydney,+Australia + (36) &3 -> <4266> <4268> <4299> <4304> <4305> <4306> =fastethernet0-0.chw13.sydney.telstra.net r0
+4275 @Sydney,+Australia + (12) &7 -> <4268> <4306> =fastethernet0.chw14.sydney.telstra.net r0
+4276 @Sydney,+Australia + (40) &4 -> <4268> <4306> =fastethernet0-0.chw15.sydney.telstra.net r0
+4277 @Sydney,+Australia + (2) -> =serial4-4-1.chw15.sydney.telstra.net r0
+4278 @Sydney,+Australia + (3) &2 -> <4306> =gigabitethernet4-0-0.chw16.sydney.telstra.net r0
+4279 @Sydney,+Australia + (9) &8 -> <4268> <4306> =fastethernet0.chw17.sydney.telstra.net r0
+4280 @Sydney,+Australia + (12) &6 -> <4268> <4306> =fastethernet0.chw18.sydney.telstra.net r0
+4281 @Sydney,+Australia + (10) &6 -> <4268> <4306> =fastethernet0.chw19.sydney.telstra.net r0
+4282 @Sydney,+Australia + (2) -> =serial6-3.chw2.sydney.telstra.net r0
+4283 @Sydney,+Australia + (26) &4 -> <4268> <4306> =fastethernet0-0-0.chw2.sydney.telstra.net r0
+4284 @Sydney,+Australia + (5) &3 -> <4268> =fastethernet0.chw20.sydney.telstra.net r0
+4285 @Sydney,+Australia + (5) &3 -> <4268> <4306> =fastethernet0.chw21.sydney.telstra.net r0
+4286 @Sydney,+Australia + (8) &3 -> <4268> <4306> =fastethernet0.chw22.sydney.telstra.net r0
+4287 @Sydney,+Australia + (6) &4 -> <4306> =ethernet0.chw23.sydney.telstra.net r0
+4288 @Sydney,+Australia + (5) &6 -> <4268> <4306> =fastethernet0.chw26.sydney.telstra.net r0
+4291 @Sydney,+Australia + (9) &4 -> <4268> <4306> =fastethernet0.chw3.sydney.telstra.net r0
+4292 @Sydney,+Australia + (9) &1 -> <4305> <4306> =fastethernet3-25.chw30.sydney.telstra.net r0
+4297 @Sydney,+Australia + (6) &2 -> <4306> =fastethernet0.chw4.sydney.telstra.net r0
+4298 @Sydney,+Australia + bb (13) &8 -> <4268> <4306> =fastethernet0.chw5.sydney.telstra.net r0
+4299 @Sydney,+Australia + (28) &6 -> <4268> <4274> <4306> =fastethernet0-0-0.chw6.sydney.telstra.net r0
+4300 @Sydney,+Australia + (2) -> =serial5-1-1.chw6.sydney.telstra.net r0
+4301 @Sydney,+Australia + (5) &8 -> <4268> <4306> =fastethernet0.chw7.sydney.telstra.net r0
+4302 @Sydney,+Australia + (37) &3 -> <3607> <4268> <4306> =fastethernet0-0-0.chw8.sydney.telstra.net r0
+4303 @Sydney,+Australia + (6) &8 -> <4268> <4306> =fastethernet0.chw9.sydney.telstra.net r0
+4304 @Sydney,+Australia + bb (9) &5 -> <1863> <3977> <4266> <4274> <4310> <4311> <4312> <4315> <4324> =gigabitethernet0-0.ken-core4.sydney.telstra.net r0
+4305 @Sydney,+Australia + bb (9) &5 -> <1863> <1889> <3977> <4274> <4292> <4308> <4317> <4324> <4325> =gigabitethernet1-0.ken-core4.sydney.telstra.net r0
+4306 @Sydney,+Australia + bb (41) &6 -> <1770> <1863> <3977> <4268> <4270> <4271> <4273> <4274> <4275> <4276> <4278> <4279> <4280> <4281> <4283> <4285> <4286> <4287> <4288> <4291> <4292> <4297> <4298> <4299> <4301> <4302> <4303> <4307> <4308> <4310> <4311> <4312> <4313> <4315> <4317> <4318> <4319> <4320> <4322> <4324> <4325> =pos5-0.ken-core4.sydney.telstra.net r0
+4307 @Sydney,+Australia + (1) -> <4306> =fastethernet0-0.ken-service2.sydney.telstra.net r0
+4308 @Sydney,+Australia + bb (103) &3 -> <4305> <4306> =fastethernet0-0-0.ken1.sydney.telstra.net r0
+4309 @Sydney,+Australia + (2) -> =serial6-0-2-1.ken1.sydney.telstra.net r0
+4310 @Sydney,+Australia + (38) &9 -> <4266> <4304> <4306> =fastethernet0-0.ken10.sydney.telstra.net r0
+4311 @Sydney,+Australia + (6) &4 -> <4304> <4306> =fastethernet0-0-0.ken11.sydney.telstra.net r0
+4312 @Sydney,+Australia + (9) &4 -> <4304> <4306> =gigabitethernet1-2.ken12.sydney.telstra.net r0
+4313 @Sydney,+Australia + (45) &4 -> <4306> =fastethernet0-0.ken2.sydney.telstra.net r0
+4314 @Sydney,+Australia + (3) -> <4270> =serial3-4-1.ken2.sydney.telstra.net r0
+4315 @Sydney,+Australia + (33) &4 -> <4266> <4304> <4306> =fastethernet0-0.ken3.sydney.telstra.net r0
+4316 @Sydney,+Australia + (3) -> =serial4-4-1.ken3.sydney.telstra.net r0
+4317 @Sydney,+Australia + (13) &3 -> <4305> <4306> =fastethernet0-0-0.ken4.sydney.telstra.net r0
+4318 @Sydney,+Australia + (20) &3 -> <4306> =fastethernet0-0.ken5.sydney.telstra.net r0
+4319 @Sydney,+Australia + (15) &4 -> <4306> =fastethernet0-0.ken6.sydney.telstra.net r0
+4320 @Sydney,+Australia + (5) &2 -> <4306> =fastethernet0-0-0.ken7.sydney.telstra.net r0
+4321 @Sydney,+Australia + (1) &1 -> =fastethernet0-0-0.ken8.sydney.telstra.net r0
+4322 @Sydney,+Australia + (18) &3 -> <4306> <4323> =fastethernet0-0.ken9.sydney.telstra.net r0
+4323 @Sydney,+Australia + (3) -> <4322> =serial3-0-1.ken9.sydney.telstra.net r0
+4324 @Sydney,+Australia + (15) &5 -> <4304> <4305> <4306> <4326> <4327> <4328> <4329> <4330> <4331> <4333> <4334> <4336> <4337> <4338> =gigabitethernet0-1.pad-core4.sydney.telstra.net r0
+4325 @Sydney,+Australia + (12) &4 -> <4305> <4306> <4326> <4328> <4329> <4330> <4332> <4333> <4334> <4336> <4337> <4338> =gigabitethernet1-1.pad-core4.sydney.telstra.net r0
+4326 @Sydney,+Australia + bb (3) &6 -> <3977> <4324> <4325> =gigabitethernet1-1.pad-core5.sydney.telstra.net r0
+4327 @Sydney,+Australia + (1) -> <4324> =fastethernet1-0.pad-service1.sydney.telstra.net r0
+4328 @Sydney,+Australia + (12) &2 -> <4324> <4325> <4332> =fddi0-0.pad10.sydney.telstra.net r0
+4329 @Sydney,+Australia + (19) &2 -> <4324> <4325> <4332> <4339> =fddi0-0.pad11.sydney.telstra.net r0
+4330 @Sydney,+Australia + (15) &2 -> <4324> <4325> <4332> =fddi0.pad12.sydney.telstra.net r0
+4331 @Sydney,+Australia + (4) &2 -> <4324> =fastethernet0-0-0.pad13.sydney.telstra.net r0
+4332 @Sydney,+Australia + (10) &1 -> <4325> <4328> <4329> <4330> <4333> <4334> <4336> <4337> =serial5-5.pad13.sydney.telstra.net r0
+4333 @Sydney,+Australia + (17) &4 -> <4324> <4325> <4332> =fastethernet0-0.pad17.sydney.telstra.net r0
+4334 @Sydney,+Australia + bb (29) &3 -> <4324> <4325> <4332> =fastethernet0-0-0.pad18.sydney.telstra.net r0
+4335 @Sydney,+Australia + (2) -> =serial5-1-0.pad18.sydney.telstra.net r0
+4336 @Sydney,+Australia + (23) &4 -> <4324> <4325> <4332> <4336> =fastethernet0-0-0.pad20.sydney.telstra.net r0
+4337 @Sydney,+Australia + (20) &2 -> <4324> <4325> <4332> =fddi0-0.pad7.sydney.telstra.net r0
+4338 @Sydney,+Australia + (5) &1 -> <4324> <4325> =fastethernet0-0-0.pad8.sydney.telstra.net r0
+4339 @Sydney,+Australia + (7) &1 -> <4329> =ethernet0.pad9.sydney.telstra.net r0
+4341 @Tamworth,+Australia + (1) -> <4342> =tam-switch1.tamworth.telstra.net r0
+4342 @Tamworth,+Australia + (5) &1 -> <4341> <4343> =serial5-1.tam1.tamworth.telstra.net r0
+4343 @Tamworth,+Australia + (2) -> <4342> =fastethernet0.tam2.tamworth.telstra.net r0
+4344 @Toowoomba,+Australia + bb (11) -> <1864> <4344> <4345> =fastethernet0-0.too2.toowoomba.telstra.net r0
+4345 @Toowoomba,+Australia + bb (5) &1 -> <1830> <4344> =serial6-0-1.too2.toowoomba.telstra.net r0
+4348 @Townsville,+Australia + (2) &1 -> <4350> =ethernet0.tvl1.townsville.telstra.net r0
+4349 @Townsville,+Australia + (1) -> <4350> =fastethernet0.tvl2.townsville.telstra.net r0
+4350 @Townsville,+Australia + bb (6) -> <1830> <1864> <4348> <4349> =serial3-0-2.tvl3.townsville.telstra.net r0
+4352 @Ulverstone,+Tasmania + bb (4) &1 -> <1912> <4353> <4354> =serial1-2.ulv1.ulverstone.telstra.net r0
+4353 @Ulverstone,+Tasmania + (2) &2 -> <4352> =fastethernet0.ulv2.ulverstone.telstra.net r0
+4354 @Ulverstone,+Tasmania + (1) -> <4352> =fastethernet0.ulv3.ulverstone.telstra.net r0
+4355 @Victor+Harbour,+Australia + (2) -> <4356> =fastethernet0-0.vtr1.victorharbour.telstra.net r0
+4356 @Victor+Harbour,+Australia + bb (4) -> <1791> <4355> <4357> =serial1-1-1.vtr2.victorharbour.telstra.net r0
+4357 @Victor+Harbour,+Australia + (1) -> <4356> =fastethernet0.vtr3.victorharbour.telstra.net r0
+4358 @Wagga+Wagga,+Australia + (5) -> <4359> =fastethernet0-0.wag1.waggawagga.telstra.net r0
+4359 @Wagga+Wagga,+Australia + (1) &1 -> <4358> =serial5-0-1.wag2.waggawagga.telstra.net r0
+4360 @Waikerie,+Australia + bb (1) -> <1790> =serial0-0-1.wkr1.waikerie.telstra.net r0
+4361 @Warnambool,+Australia + bb (3) -> <3927> <4362> =serial5-1-1.war1.warnambool.telstra.net r0
+4362 @Warnambool,+Australia + (2) -> <4361> =ethernet0.war2.warnambool.telstra.net r0
+4363 @Wollongong,+Australia + (7) &1 -> <4365> =ethernet0.wol1.wollongong.telstra.net r0
+4364 @Wollongong,+Australia + (4) &2 -> <4365> =ethernet0.wol2.wollongong.telstra.net r0
+4365 @Wollongong,+Australia + (11) &1 -> <4363> <4364> <4366> =atm1-0-1.wol3.wollongong.telstra.net r0
+4366 @Wollongong,+Australia + (2) -> <4365> =fastethernet0.wol4.wollongong.telstra.net r0
+4367 @Yorketown,+Australia + bb (2) -> <1790> =serial0-0-1.yor1.yorketown.telstra.net r0
\ No newline at end of file
diff --git a/examples/scion/S08-topo-generation-01/15_geo_rel.xml b/examples/scion/S08-topo-generation-01/15_geo_rel.xml
new file mode 100644
index 000000000..7f218f62e
--- /dev/null
+++ b/examples/scion/S08-topo-generation-01/15_geo_rel.xml
@@ -0,0 +1,4746 @@
+
+
+
+ caida_as_relationships
+ Mbps
+
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diff --git a/examples/scion/S08-topo-generation-01/5_geo_rel.xml b/examples/scion/S08-topo-generation-01/5_geo_rel.xml
new file mode 100644
index 000000000..bd7db745a
--- /dev/null
+++ b/examples/scion/S08-topo-generation-01/5_geo_rel.xml
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diff --git a/examples/scion/S08-topo-generation-01/caida_topo.py b/examples/scion/S08-topo-generation-01/caida_topo.py
new file mode 100644
index 000000000..92032f08f
--- /dev/null
+++ b/examples/scion/S08-topo-generation-01/caida_topo.py
@@ -0,0 +1,47 @@
+#!/usr/bin/env python3
+
+from seedemu.compiler import Docker,Graphviz
+from seedemu.generators import DefaultScionGenerator, CommonRouterForAllIF
+from seedemu.generators.providers import CaidaDataProvider
+from seedemu.core import Emulator, Binding, Filter
+from seedemu.core.enums import NetworkType
+from seedemu.generators.intra import IntraASTopoReader,ASTopology, TopoFormat
+from seedemu.layers import ScionBase, ScionRouting, ScionIsd, Scion,Ospf,Ibgp
+from seedemu.layers.Scion import LinkType as ScLinkType
+
+""" ___ _____ __ __ __
+ / | / ___/ / /_____ ____ ____ / /___ ____ ___ __ ________ ____ _____/ /__ _____
+ / /| | \__ \ / __/ __ \/ __ \/ __ \/ / __ \/ __ `/ / / / / ___/ _ \/ __ `/ __ / _ \/ ___/
+ / ___ |___/ / / /_/ /_/ / /_/ / /_/ / / /_/ / /_/ / /_/ / / / / __/ /_/ / /_/ / __/ /
+/_/ |_/____/ \__/\____/ .___/\____/_/\____/\__, /\__, / /_/ \___/\__,_/\__,_/\___/_/
+ /_/ /____//____/ 2024
+"""
+
+provider = CaidaDataProvider("5_geo_rel.xml")
+
+generator = DefaultScionGenerator(provider,CommonRouterForAllIF)
+
+emu = generator.generate(2,7)
+
+
+base = emu.getLayer('Base')
+reg = emu.getRegistry()
+for asn in provider.getASes():
+
+ _as = base.getAutonomousSystem(asn)
+ _as.setBeaconingIntervals('90s', '90s', '90s')
+ host = _as.createHost('host00')
+ for netname in _as.getNetworks():
+ net = _as.getNetwork(netname)
+ if net.getType() == NetworkType.Local:
+ host.joinNetwork(net.getName())
+ break
+
+
+
+emu.render()
+
+# Compilation
+emu.compile(Docker(), './output')
+#emu.compile(Graphviz(), './output_graph')
+
diff --git a/examples/scion/S08-topo-generation-01/orbis_hot_simplified_3.txt b/examples/scion/S08-topo-generation-01/orbis_hot_simplified_3.txt
new file mode 100644
index 000000000..e872980d2
--- /dev/null
+++ b/examples/scion/S08-topo-generation-01/orbis_hot_simplified_3.txt
@@ -0,0 +1,196 @@
+0 1
+0 2
+0 3
+0 4
+0 5
+1 11
+1 12
+1 13
+1 14
+2 30
+2 12
+2 38
+2 39
+3 116
+3 135
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+3 155
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+4 32
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+163 907
+164 910
+166 917
+170 929
diff --git a/examples/scion/S08-topo-generation-01/orbis_hot_super_simple.txt b/examples/scion/S08-topo-generation-01/orbis_hot_super_simple.txt
new file mode 100644
index 000000000..2da33d188
--- /dev/null
+++ b/examples/scion/S08-topo-generation-01/orbis_hot_super_simple.txt
@@ -0,0 +1,147 @@
+0 1
+0 2
+0 3
+0 4
+0 5
+1 11
+1 12
+1 13
+1 14
+2 30
+2 12
+2 38
+2 39
+3 116
+3 135
+3 13
+3 155
+4 30
+4 135
+4 32
+4 170
+11 15
+11 16
+11 17
+11 18
+12 16
+12 40
+12 41
+13 118
+13 17
+13 158
+30 25
+30 35
+30 36
+38 35
+38 40
+38 61
+38 62
+116 89
+116 111
+116 118
+116 140
+135 111
+135 132
+135 153
+32 25
+32 27
+32 132
+32 166
+15 20
+15 21
+15 22
+15 23
+16 21
+16 43
+16 44
+17 121
+17 22
+17 159
+40 43
+40 66
+40 67
+118 91
+118 121
+118 141
+20 25
+20 26
+20 27
+20 28
+21 26
+21 47
+21 48
+22 125
+22 27
+22 163
+43 47
+43 72
+43 73
+121 94
+121 125
+121 143
+25 31
+25 33
+26 31
+26 49
+26 50
+27 130
+27 164
+47 49
+47 76
+47 77
+125 98
+125 130
+125 146
+31 35
+31 56
+31 57
+49 56
+49 78
+49 79
+130 103
+130 132
+130 148
+35 58
+35 59
+56 58
+56 81
+56 82
+132 109
+132 152
+58 61
+58 84
+58 85
+61 66
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+61 90
+66 72
+66 91
+66 92
+72 76
+72 94
+72 95
+76 78
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+76 99
+78 81
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+81 84
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+81 110
+84 89
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+84 112
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+94 98
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+98 103
+98 126
+103 109
+103 131
+109 111
+109 133
+111 136
diff --git a/examples/scion/S08-topo-generation-01/read_topology.py b/examples/scion/S08-topo-generation-01/read_topology.py
new file mode 100755
index 000000000..0f5774c66
--- /dev/null
+++ b/examples/scion/S08-topo-generation-01/read_topology.py
@@ -0,0 +1,53 @@
+#!/usr/bin/env python3
+
+from seedemu.compiler import Docker,Graphviz
+from seedemu.core import Emulator, Binding, Filter
+from seedemu.generators.intra import IntraASTopoReader,ASTopology, TopoFormat
+from seedemu.layers import ScionBase, ScionRouting, ScionIsd, Scion,Ospf,Ibgp
+from seedemu.layers.Scion import LinkType as ScLinkType
+
+""" ___ _____ __ __ __
+ / | / ___/ / /_____ ____ ____ / /___ ____ ___ __ ________ ____ _____/ /__ _____
+ / /| | \__ \ / __/ __ \/ __ \/ __ \/ / __ \/ __ `/ / / / / ___/ _ \/ __ `/ __ / _ \/ ___/
+ / ___ |___/ / / /_/ /_/ / /_/ / /_/ / / /_/ / /_/ / /_/ / / / / __/ /_/ / /_/ / __/ /
+/_/ |_/____/ \__/\____/ .___/\____/_/\____/\__, /\__, / /_/ \___/\__,_/\__,_/\___/_/
+ /_/ /____//____/ 2024
+"""
+# Initialize
+ospf = Ospf()
+emu = Emulator()
+base = ScionBase()
+routing = ScionRouting()
+scion_isd = ScionIsd()
+scion = Scion()
+
+# SCION ISDs
+base.createIsolationDomain(1)
+
+# AS-150
+as150 = base.createAutonomousSystem(150)
+scion_isd.addIsdAs(1, 150, is_core=True)
+
+# load the IntraDomainTopology for AS-150 from file
+topo = ASTopology()
+#topo.from_file("1221_r0.cch",TopoFormat.ROCKETFUEL)
+#topo.from_file("tiers.generic",TopoFormat.TIERS)
+topo.from_file("orbis_hot_simplified_3.txt",TopoFormat.ORBIS)
+reader = IntraASTopoReader()
+reader.generateAS(topo,as150)
+
+as150.createControlService('cs1').joinNetwork('net_000')
+
+# Rendering
+emu.addLayer(base)
+emu.addLayer(routing)
+emu.addLayer(scion_isd)
+emu.addLayer(scion)
+emu.addLayer(ospf)
+
+
+emu.render()
+
+# Compilation
+emu.compile(Docker(), './output')
+
diff --git a/examples/scion/S08-topo-generation-01/scion_topo.py b/examples/scion/S08-topo-generation-01/scion_topo.py
new file mode 100644
index 000000000..9e0388229
--- /dev/null
+++ b/examples/scion/S08-topo-generation-01/scion_topo.py
@@ -0,0 +1,31 @@
+#!/usr/bin/env python3
+
+from seedemu.compiler import Docker,Graphviz
+from seedemu.generators import DefaultScionGenerator
+from seedemu.generators.providers import ScionTopoJsonProvider
+from seedemu.core import Emulator, Binding, Filter
+from seedemu.generators.intra import IntraASTopoReader,ASTopology, TopoFormat
+from seedemu.layers import ScionBase, ScionRouting, ScionIsd, Scion,Ospf,Ibgp
+from seedemu.layers.Scion import LinkType as ScLinkType
+
+""" ___ _____ __ __ __
+ / | / ___/ / /_____ ____ ____ / /___ ____ ___ __ ________ ____ _____/ /__ _____
+ / /| | \__ \ / __/ __ \/ __ \/ __ \/ / __ \/ __ `/ / / / / ___/ _ \/ __ `/ __ / _ \/ ___/
+ / ___ |___/ / / /_/ /_/ / /_/ / /_/ / / /_/ / /_/ / /_/ / / / / __/ /_/ / /_/ / __/ /
+/_/ |_/____/ \__/\____/ .___/\____/_/\____/\__, /\__, / /_/ \___/\__,_/\__,_/\___/_/
+ /_/ /____//____/ 2024
+read topology.json files from real SCION deployment and run virtual experiments
+ with your configuration without jeopardising the physical deployment """
+
+provider = ScionTopoJsonProvider("tiny_topo.json")
+
+generator = DefaultScionGenerator(provider)
+
+emu = generator.generate(2,6)
+
+emu.render()
+
+# Compilation
+emu.compile(Docker(), './output')
+emu.compile(Graphviz(), './output_graph')
+
diff --git a/examples/scion/S08-topo-generation-01/three_core_as_with_topo.py b/examples/scion/S08-topo-generation-01/three_core_as_with_topo.py
new file mode 100755
index 000000000..3b79c340c
--- /dev/null
+++ b/examples/scion/S08-topo-generation-01/three_core_as_with_topo.py
@@ -0,0 +1,78 @@
+#!/usr/bin/env python3
+
+from seedemu.compiler import Docker,Graphviz
+from seedemu.core import Emulator, Binding, Filter
+from seedemu.generators.intra import IntraASTopoReader,ASTopology, TopoFormat
+from seedemu.layers import ScionBase, ScionRouting, ScionIsd, Scion,Ospf,Ibgp
+from seedemu.layers.Scion import LinkType as ScLinkType
+
+# Initialize
+ospf = Ospf()
+emu = Emulator()
+base = ScionBase()
+routing = ScionRouting()
+scion_isd = ScionIsd()
+scion = Scion()
+
+
+# load the IntraDomainTopology for all ASes from file
+topo = ASTopology()
+
+topo.from_file("orbis_hot_super_simple.txt",TopoFormat.ORBIS)
+reader = IntraASTopoReader()
+
+# SCION ISDs
+base.createIsolationDomain(1)
+
+# Internet Exchange
+base.createInternetExchange(100) # 150-152
+base.createInternetExchange(101) # 150-151
+base.createInternetExchange(102) # 151-152
+
+# AS-150
+as150 = base.createAutonomousSystem(150)
+scion_isd.addIsdAs(1, 150, is_core=True)
+reader.generateAS(topo,as150)
+as150.createControlService('cs1').joinNetwork('net_000')
+
+as150.getRouter('001').joinNetwork('ix100')
+as150.getRouter('103').joinNetwork('ix101')
+
+
+# AS-151
+as151 = base.createAutonomousSystem(151)
+scion_isd.addIsdAs(1, 151, is_core=True)
+reader.generateAS(topo,as151)
+as151.createControlService('cs1').joinNetwork('net_000')
+
+as151.getRouter('001').joinNetwork('ix101')
+as151.getRouter('103').joinNetwork('ix102')
+
+
+# AS-152
+as152 = base.createAutonomousSystem(152)
+scion_isd.addIsdAs(1, 152, is_core=True)
+reader.generateAS(topo,as152)
+as152.createControlService('cs1').joinNetwork('net_000')
+
+as152.getRouter('001').joinNetwork('ix100')
+as152.getRouter('103').joinNetwork('ix102')
+
+# Inter-AS routing
+scion.addIxLink(101, (1, 150), (1, 151), ScLinkType.Core)
+scion.addIxLink(102, (1, 151), (1, 152), ScLinkType.Core)
+scion.addIxLink(100, (1, 152), (1, 150), ScLinkType.Core)
+
+# Rendering
+emu.addLayer(base)
+emu.addLayer(routing)
+emu.addLayer(scion_isd)
+emu.addLayer(scion)
+emu.addLayer(ospf)
+
+
+emu.render()
+
+# Compilation
+emu.compile(Docker(), './output')
+
diff --git a/examples/scion/S08-topo-generation-01/tiers.generic b/examples/scion/S08-topo-generation-01/tiers.generic
new file mode 100644
index 000000000..f06586698
--- /dev/null
+++ b/examples/scion/S08-topo-generation-01/tiers.generic
@@ -0,0 +1,935 @@
+#TIERS - A Better Model for Generating Test Networks
+#Copyright (C) 1996 Dr. Matthew B. Doar
+#Ascom Nexion, Inc.
+#mdoar@nexen.com [www.nexen.com] 289 Great Road,
+#Tel: +1 508 266 3468 Acton, MA 01720, USA
+#Fax: +1 508 266 2300
+#
+# Parameters for Network Model ModelId: 1710611655
+# ============================
+#
+# Value Parameter
+# ----- ---------
+#
+# 1 NW: number of WANs
+# 8 NM: number of MANs per WAN
+# 3 NL: number of LANs per MAN
+# 10 SW: number of nodes per WAN
+# 20 SM: number of nodes per MAN
+# 3 SL: number of nodes per LAN
+# 3 RW: intranetwork redundancy for WAN
+# 2 RM: intranetwork redundancy for MANs
+# 1 RL: intranetwork redundancy for LANs
+# 1 RMW: internetwork redundancy for MAN to WAN
+# 1 RLM: internetwork redundancy for LAN to MAN
+#
+# 100 Grid size (square)
+# 40 Grid unit for WAN
+# 8 Grid unit for MAN
+# 2 Grid unit for LAN
+#
+# 0 Proximity test for WAN (0 is inactive)
+# 0 Proximity test for MAN (0 is inactive)
+# 0 Proximity test for LAN (0 is inactive)
+#
+# 0 Edge list is directed (0) or undirected (1)
+# Total Number of Nodes (derived) : 242
+#
+# Edge Metrics
+# ------------
+#
+# From To Band- Fixed Delay/Unit
+# Type Type width Delay Distance
+# ------------------------------------------
+# 0 0 10 5 1
+# 0 1 10 50 1
+# 0 2 0 0 1
+# 1 0 10 50 1
+# 1 1 100 100 10
+# 1 2 100 1000 1
+# 2 0 0 0 1
+# 2 1 100 1000 1
+# 2 2 1000 150 100
+#
+# NODES
+# =====
+#
+# Node X Y Type (0 = WAN, 1 = MAN, 2 = LAN)
+# ------------------------------------
+0 200 280 0
+1 2360 2880 0
+2 2520 320 0
+3 3480 840 0
+4 600 3960 0
+5 3720 1200 0
+6 2360 1280 0
+7 2040 2960 0
+8 3320 3840 0
+9 2240 1680 0
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+51 2448 2024 1
+52 3016 1384 1
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+55 2496 2032 1
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+#
+# EDGES
+# =====
+#
+# From To Delay Band- From To State (1:active, 2:redundant
+# Node Node width Type Type 3:internetwork, 4:red.inter.)
+# ---------------------------------------------------
+#
+# WAN 0
+#
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+#
+# MAN 0
+#
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+#
+# MAN 1
+#
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+#
+# MAN 2
+#
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+#
+# MAN 3
+#
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+70 73 660 100 1 1 1
+71 77 1060 100 1 1 1
+71 87 2660 100 1 1 1
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+#
+# MAN 4
+#
+90 107 500 100 1 1 1
+90 95 1860 100 1 1 1
+90 91 2100 100 1 1 1
+91 90 2100 100 1 1 1
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+92 94 1460 100 1 1 1
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+#
+# MAN 5
+#
+110 117 1620 100 1 1 1
+110 116 2180 100 1 1 1
+111 122 1060 100 1 1 1
+112 118 980 100 1 1 1
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+129 114 1780 100 1 1 1
+#
+# MAN 6
+#
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+#
+# MAN 7
+#
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+#
+# LAN 0
+#
+170 171 19150 1000 2 2 1
+171 170 19150 1000 2 2 1
+170 172 14750 1000 2 2 1
+172 170 14750 1000 2 2 1
+170 23 1001 100 2 1 3
+23 170 1001 100 1 2 3
+#
+# LAN 1
+#
+173 174 17550 1000 2 2 1
+174 173 17550 1000 2 2 1
+173 175 11750 1000 2 2 1
+175 173 11750 1000 2 2 1
+173 17 1001 100 2 1 3
+17 173 1001 100 1 2 3
+#
+# LAN 2
+#
+176 177 11950 1000 2 2 1
+177 176 11950 1000 2 2 1
+176 178 6150 1000 2 2 1
+178 176 6150 1000 2 2 1
+176 11 1001 100 2 1 3
+11 176 1001 100 1 2 3
+#
+# LAN 3
+#
+179 180 750 1000 2 2 1
+180 179 750 1000 2 2 1
+179 181 6350 1000 2 2 1
+181 179 6350 1000 2 2 1
+179 38 1001 100 2 1 3
+38 179 1001 100 1 2 3
+#
+# LAN 4
+#
+182 183 5550 1000 2 2 1
+183 182 5550 1000 2 2 1
+182 184 10750 1000 2 2 1
+184 182 10750 1000 2 2 1
+182 31 1001 100 2 1 3
+31 182 1001 100 1 2 3
+#
+# LAN 5
+#
+185 186 1150 1000 2 2 1
+186 185 1150 1000 2 2 1
+185 187 6750 1000 2 2 1
+187 185 6750 1000 2 2 1
+185 33 1001 100 2 1 3
+33 185 1001 100 1 2 3
+#
+# LAN 6
+#
+188 189 6150 1000 2 2 1
+189 188 6150 1000 2 2 1
+188 190 15950 1000 2 2 1
+190 188 15950 1000 2 2 1
+188 63 1001 100 2 1 3
+63 188 1001 100 1 2 3
+#
+# LAN 7
+#
+191 192 16750 1000 2 2 1
+192 191 16750 1000 2 2 1
+191 193 19350 1000 2 2 1
+193 191 19350 1000 2 2 1
+191 64 1001 100 2 1 3
+64 191 1001 100 1 2 3
+#
+# LAN 8
+#
+194 195 14350 1000 2 2 1
+195 194 14350 1000 2 2 1
+194 196 7150 1000 2 2 1
+196 194 7150 1000 2 2 1
+194 52 1001 100 2 1 3
+52 194 1001 100 1 2 3
+#
+# LAN 9
+#
+197 198 5950 1000 2 2 1
+198 197 5950 1000 2 2 1
+197 199 6950 1000 2 2 1
+199 197 6950 1000 2 2 1
+197 84 1001 100 2 1 3
+84 197 1001 100 1 2 3
+#
+# LAN 10
+#
+200 201 10950 1000 2 2 1
+201 200 10950 1000 2 2 1
+200 202 9350 1000 2 2 1
+202 200 9350 1000 2 2 1
+200 84 1001 100 2 1 3
+84 200 1001 100 1 2 3
+#
+# LAN 11
+#
+203 204 13550 1000 2 2 1
+204 203 13550 1000 2 2 1
+203 205 15150 1000 2 2 1
+205 203 15150 1000 2 2 1
+203 73 1001 100 2 1 3
+73 203 1001 100 1 2 3
+#
+# LAN 12
+#
+206 207 12950 1000 2 2 1
+207 206 12950 1000 2 2 1
+206 208 14150 1000 2 2 1
+208 206 14150 1000 2 2 1
+206 107 1001 100 2 1 3
+107 206 1001 100 1 2 3
+#
+# LAN 13
+#
+209 210 9350 1000 2 2 1
+210 209 9350 1000 2 2 1
+209 211 15350 1000 2 2 1
+211 209 15350 1000 2 2 1
+209 97 1001 100 2 1 3
+97 209 1001 100 1 2 3
+#
+# LAN 14
+#
+212 213 17750 1000 2 2 1
+213 212 17750 1000 2 2 1
+212 214 16550 1000 2 2 1
+214 212 16550 1000 2 2 1
+212 99 1001 100 2 1 3
+99 212 1001 100 1 2 3
+#
+# LAN 15
+#
+215 216 15950 1000 2 2 1
+216 215 15950 1000 2 2 1
+215 217 1950 1000 2 2 1
+217 215 1950 1000 2 2 1
+215 121 1001 100 2 1 3
+121 215 1001 100 1 2 3
+#
+# LAN 16
+#
+218 219 14350 1000 2 2 1
+219 218 14350 1000 2 2 1
+218 220 14950 1000 2 2 1
+220 218 14950 1000 2 2 1
+218 112 1001 100 2 1 3
+112 218 1001 100 1 2 3
+#
+# LAN 17
+#
+221 222 10350 1000 2 2 1
+222 221 10350 1000 2 2 1
+221 223 10350 1000 2 2 1
+223 221 10350 1000 2 2 1
+221 113 1001 100 2 1 3
+113 221 1001 100 1 2 3
+#
+# LAN 18
+#
+224 225 16350 1000 2 2 1
+225 224 16350 1000 2 2 1
+224 226 23350 1000 2 2 1
+226 224 23350 1000 2 2 1
+224 144 1001 100 2 1 3
+144 224 1001 100 1 2 3
+#
+# LAN 19
+#
+227 228 18350 1000 2 2 1
+228 227 18350 1000 2 2 1
+227 229 7350 1000 2 2 1
+229 227 7350 1000 2 2 1
+227 149 1001 100 2 1 3
+149 227 1001 100 1 2 3
+#
+# LAN 20
+#
+230 231 3350 1000 2 2 1
+231 230 3350 1000 2 2 1
+230 232 14350 1000 2 2 1
+232 230 14350 1000 2 2 1
+230 141 1001 100 2 1 3
+141 230 1001 100 1 2 3
+#
+# LAN 21
+#
+233 234 18350 1000 2 2 1
+234 233 18350 1000 2 2 1
+233 235 6950 1000 2 2 1
+235 233 6950 1000 2 2 1
+233 165 1001 100 2 1 3
+165 233 1001 100 1 2 3
+#
+# LAN 22
+#
+236 237 7150 1000 2 2 1
+237 236 7150 1000 2 2 1
+236 238 9550 1000 2 2 1
+238 236 9550 1000 2 2 1
+236 153 1001 100 2 1 3
+153 236 1001 100 1 2 3
+#
+# LAN 23
+#
+239 240 9750 1000 2 2 1
+240 239 9750 1000 2 2 1
+239 241 2950 1000 2 2 1
+241 239 2950 1000 2 2 1
+239 155 1001 100 2 1 3
+155 239 1001 100 1 2 3
diff --git a/examples/scion/S08-topo-generation-01/tiny_topo.json b/examples/scion/S08-topo-generation-01/tiny_topo.json
new file mode 100644
index 000000000..85b1854c6
--- /dev/null
+++ b/examples/scion/S08-topo-generation-01/tiny_topo.json
@@ -0,0 +1,82 @@
+
+{
+ "ASes": {
+ "1-ff00:0:114": {
+ "cert_issuer": "1-ff00:0:110"
+ },
+ "1-ff00:0:115": {
+ "cert_issuer": "1-ff00:0:110"
+ },
+ "1-ff00:0:110": {
+ "authoritative": true,
+ "core": true,
+ "voting": true,
+ "issuing": true,
+ "mtu": 1400
+ },
+ "1-ff00:0:111": {
+ "authoritative": true,
+ "core": true,
+ "voting": true,
+ "mtu": 1400,
+ "cert_issuer": "1-ff00:0:110"
+ },
+ "1-ff00:0:112": {
+ "cert_issuer": "1-ff00:0:110"
+ },
+ "1-ff00:0:113": {
+ "cert_issuer": "1-ff00:0:110"
+ }
+ },
+ "links": [
+ {
+ "a": "1-ff00:0:110#1",
+ "b": "1-ff00:0:111#1",
+ "linkAtoB": "CORE",
+ "mtu": 1400
+ },
+ {
+ "a": "1-ff00:0:110#10",
+ "b": "1-ff00:0:112#10",
+ "linkAtoB": "CHILD",
+ "mtu": 1400
+ },
+ {
+ "a": "1-ff00:0:110#11",
+ "b": "1-ff00:0:113#10",
+ "linkAtoB": "CHILD",
+ "mtu": 1400
+ },
+ {
+ "a": "1-ff00:0:111#10",
+ "b": "1-ff00:0:112#11",
+ "linkAtoB": "CHILD",
+ "mtu": 1400
+ },
+ {
+ "a": "1-ff00:0:111#11",
+ "b": "1-ff00:0:113#11",
+ "linkAtoB": "CHILD",
+ "mtu": 1400
+ },
+ {
+ "a": "1-ff00:0:112#101",
+ "b": "1-ff00:0:113#101",
+ "linkAtoB": "CHILD",
+ "mtu": 1400
+ },
+ {
+ "a": "1-ff00:0:112#100",
+ "b": "1-ff00:0:114#100",
+ "linkAtoB": "CHILD",
+ "mtu": 1400
+ },
+ {
+ "a": "1-ff00:0:113#100",
+ "b": "1-ff00:0:115#100",
+ "linkAtoB": "CHILD",
+ "mtu": 1400
+ }
+ ]
+ }
+
\ No newline at end of file
diff --git a/examples/scion/S09-topo-generation-02/read_gml_topo.py b/examples/scion/S09-topo-generation-02/read_gml_topo.py
new file mode 100644
index 000000000..18777ad42
--- /dev/null
+++ b/examples/scion/S09-topo-generation-02/read_gml_topo.py
@@ -0,0 +1,74 @@
+#!/usr/bin/env python3
+
+from seedemu.compiler import Docker,Graphviz
+from seedemu.core import Emulator
+from seedemu.generators import DefaultScionGenerator, CommonRouterForAllIF
+from seedemu.generators.providers import GMLDataProvider
+from seedemu.layers import ScionBase, ScionRouting, ScionIsd, Scion
+from seedemu.layers.Scion import LinkType as ScLinkType
+from seedemu.services import *
+
+if __name__=="__main__":
+
+
+ # Initialize
+ emu = Emulator()
+ base = ScionBase()
+
+ routing = ScionRouting()
+ scion_isd = ScionIsd()
+ scion = Scion()
+
+ # real ASN to alias
+ # {'33154': 2, '2914': 3, '13030': 4, '3303': 5, '553': 6, '42': 7, '23467': 8,
+ # '559': 9, '62454': 10, '1239': 11, '5564': 12, '6939': 13, '3356': 14, '14909': 15}
+ terminals= [2,8,10,12,15]
+ # coreAS is '14'
+ provider = GMLDataProvider("examples/scion/S07-multicast/tiny_test_sample_multi.gml")
+
+ # CoreAS is '5'
+ #{'8075': 2, '1547': 3, '56857': 4, '6939': 5, '202140': 6, '3356': 7, '31133': 8, '7332': 9,
+ # '2854': 10, '6697': 11, '42': 12, '553': 13, '6453': 14, '3257': 15, '3267': 16, '49487': 17,
+ # '20688': 18, '132692': 19, '60890': 20, '2914': 21, '3303': 22, '50411': 23, '12523': 24,
+ # '20081': 25, '27510': 26, '3327': 27}
+ # provider = GMLDataProvider("examples/scion/S07-multicast/test_sample3_multi_new.gml")
+
+ generator = DefaultScionGenerator(provider)
+
+
+ emu.addLayer(base)
+ emu.addLayer(routing)
+ emu.addLayer(scion_isd)
+ emu.addLayer(scion)
+
+
+ emu = generator.generate_custom(14, 25,emu)
+
+
+ reg = emu.getRegistry()
+ assert len(base.getAsns()) == len(provider.getASes())
+ print( f'nr of ASes provider: {len(provider.getASes())} base: {len(base.getAsns())}')
+ for asn in base.getAsns():
+
+ _as = base.getAutonomousSystem(asn)
+ _as.setBeaconingIntervals('90s', '90s', '90s') # the default is 5s for each
+
+ routers = [ _as.getRouter(r) for r in _as.getRouters() ]
+
+
+ number_of_hosts = 1
+ for i in range(number_of_hosts):
+ hname = f'host{asn}_{i}'
+ host = _as.createHost(hname)
+ for netname in _as.getNetworks():
+ net = _as.getNetwork(netname)
+ if net.getType() == NetworkType.Local:
+ host.joinNetwork(net.getName())
+ break
+
+ emu.render()
+
+ # Compilation
+ emu.compile(Docker(), './output' )
+ # emu.compile(Graphviz(), './out_graph')
+
diff --git a/examples/scion/S09-topo-generation-02/test_sample3_multi_new.gml b/examples/scion/S09-topo-generation-02/test_sample3_multi_new.gml
new file mode 100644
index 000000000..383204ff4
--- /dev/null
+++ b/examples/scion/S09-topo-generation-02/test_sample3_multi_new.gml
@@ -0,0 +1,22789 @@
+graph [
+ multigraph 1
+ node [
+ id 0
+ label "8075"
+ latency_coef "0.06879115570046468"
+ bandwidth_coef "0.45050650563687655"
+ AS_level_diversity_coef "0.6471069445715184"
+ link_level_diversity_coef "0.35357151746025295"
+ ixp_presences 1
+ ixp_presences 2
+ ixp_presences 3
+ ixp_presences 5
+ ixp_presences 6
+ ixp_presences 8
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+ ixp_presences 14
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+ ixp_presences 113
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+ ixp_presences 122
+ terminal 0
+ mcast 1
+ actual_degree 1445
+ actual_neighbors 3356
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+ actual_neighbors 6453
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+ actual_neighbors 7575
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+ id 14
+ label "3267"
+ latency_coef "0.20743944627733657"
+ bandwidth_coef "0.22697808165196576"
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diff --git a/examples/scion/S09-topo-generation-02/tiny_test_sample_multi.gml b/examples/scion/S09-topo-generation-02/tiny_test_sample_multi.gml
new file mode 100644
index 000000000..43272e861
--- /dev/null
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diff --git a/seedemu/__init__.py b/seedemu/__init__.py
index ed3579d93..7f8d69d3b 100644
--- a/seedemu/__init__.py
+++ b/seedemu/__init__.py
@@ -1,6 +1,7 @@
from .core import *
from .layers import *
from .services import *
+from .generators import *
from .compiler import *
from .hooks import *
from .mergers import *
diff --git a/seedemu/generators/DefaultScionGenerator.py b/seedemu/generators/DefaultScionGenerator.py
new file mode 100644
index 000000000..2129bc93b
--- /dev/null
+++ b/seedemu/generators/DefaultScionGenerator.py
@@ -0,0 +1,399 @@
+from sys import stderr
+
+from .providers import DataProvider
+from . .core import Emulator, AutonomousSystem, InternetExchange, ScionAutonomousSystem, Text
+from . .layers import Base, Routing, Ospf, Scion, ScionBase,ScionRouting, ScionIsd
+from seedemu.layers.Scion import LinkType
+from typing import Type, Tuple
+
+
+info_conf = {}
+info_conf['file'] = """{{
+{values}
+}}"""
+info_conf['link_type'] = """
+"LinkType": {{
+ {linktypes}
+}}
+"""
+info_conf['geo'] = """
+ "Geo": {{
+ {idgeo}
+ }}
+"""
+
+class BorderRouterAllocation:
+ """
+ @brief a strategy object that decides how border routers map to AS interfaces
+ """
+ def getRouterForIX(self, ix_alias: int) -> Node:
+ pass
+ def getRouterForXC(self, if_ids, peer_asn: int ) -> Node:
+ pass
+
+
+class SeparateForEachIFAlone(BorderRouterAllocation):
+
+ def __init__(self, _as: AutonomousSystem ):
+ self._my_as = _as
+
+ def getRouterForIX(self, ix_alias : int ):
+ br_name = 'router{}'.format(ix_alias)
+ if br_name in self._my_as.getRouters() :
+ return self._my_as.getRouter(br_name)
+ else:
+ brd = self._my_as.createRouter(br_name)
+ # brd.setGeo(Lat=37.7749, Long=-122.4194,Address="San Francisco, CA, USA")
+ return brd
+
+ def getRouterForXC(self, ifids, peer_asn: int ):
+ # each IFID will get its own dedicated border router
+ br_name = 'brd{}'.format(ifids[0])
+ peer_br_name = 'brd{}'.format(ifids[1])
+
+ if br_name not in self._my_as.getRouters():
+ rt = self._my_as.createRouter(br_name )
+ #.setGeo(Lat=37.7749, Long=-122.4194,Address="San Francisco, CA, USA")
+ return rt,peer_br_name
+
+ else:
+ return self._my_as.getRouter(br_name), peer_br_name
+
+
+
+class CommonRouterForAllIF(BorderRouterAllocation):
+ def __init__(self, _as: AutonomousSystem):
+ self._my_as = _as
+ self._my_as.createRouter('brd00')
+ def getRouterForIX(self, ix_alias: int ):
+ return self._my_as.getRouter('brd00')
+
+ def getRouterForXC(self, if_ids, peer_asn: int ):
+ return self._my_as.getRouter('brd00'), 'brd00'
+
+class DefaultScionGenerator:
+ """!
+ @brief Default topology generator implementation.
+
+ The topology generator providers a way to generate emulation scenarios from
+ real-world topology.
+
+ WIP.
+ TODO: check what happens if a DataProvider has both, XC cross connects and IX exchange points
+ this is yet untested
+ """
+
+ __provider: DataProvider
+
+
+ def __init__(self, provider: DataProvider , alloc: Type[BorderRouterAllocation] = SeparateForEachIFAlone ):
+ """!
+ @brief create a new topology generator.
+
+ @param provider data provider.
+ """
+ self.__provider = provider
+ self._alloc_type = alloc
+ self.__debug_cnt = 0
+ self._link_cache = set()
+ self._ixp_to_alias = dict()
+ pass
+
+ def __log(self, message: str) -> None:
+ """!
+ @brief Log to stderr.
+
+ @param message message.
+ """
+ print('== DefaultGenerator: {}'.format(message), file = stderr)
+
+ def _ASNforIXp(self, ix_id: int ) -> int:
+ """
+ @brief return an ASN for the IXp with id 'ix_id'
+ """
+ # ASNs of 'real' ASes and those of IXps must not collide , right ?!
+ if ix_id in self._ixp_to_alias:
+ return self._ixp_to_alias[ix_id]
+ else:
+ alias = len(self.__provider.getASes()) +3 +ix_id
+ self._ixp_to_alias[ix_id]= alias
+ return alias
+
+
+ def __cache_link(self, a: Tuple[int,int], b: Tuple[int,int], rel) -> bool:
+ """
+ (AS,IF-ID)
+ """
+ assert len(self._link_cache) == self.__debug_cnt
+
+ key = (frozenset([a,b]),rel)
+ # key = ((a,b),rel)
+ res = key in self._link_cache
+ self._link_cache.add( key )
+ return res
+
+ def __generate(self, asn: int, emulator: Emulator, depth: int):
+ """!
+ @brief recursively (depth-first) generate topology.
+
+ @param asn Alias ASN to start on.
+ @param emulator emulator to commit changes on.
+ @param depth levels to traverse.
+ """
+ if depth <= 0: return
+
+ self.__log('generating AS{}...'.format(asn))
+
+ base: ScionBase = emulator.getLayer('Base')
+ scion: Scion = emulator.getLayer('Scion')
+ scion_isd: ScionIsd = emulator.getLayer('ScionIsd')
+
+ routing: ScionRouting = emulator.getLayer('Routing')
+
+ if asn in base.getAsns():
+ self.__log('AS{} already done, skipping...'.format(asn))
+ return
+
+ self.__log('getting list of IXes joined by AS{}...'.format(asn))
+ ixes_joined_by_asn = self.__provider.getInternetExchanges(asn)
+
+ self.__log('getting list of prefixes announced by AS{}...'.format(asn))
+ prefixes_of_asn = self.__provider.getPrefixes(asn)
+
+ self.__log('getting list of peers of AS{}...'.format(asn))
+ peers = self.__provider.getPeers(asn)
+
+ self.__log('getting list of cross connects of AS{}...'.format(asn))
+ cross_connects = self.__provider.getSCIONCrossConnects(asn)
+
+ # construct a new ScionAutonomousSystem
+ attr = self.__provider.getAttributes(asn)
+ current_as = attr['type']( asn, mhfas=self.__provider.getMHFAs())
+ if 'note' in attr:
+ current_as.setNote(attr['note'])
+ if 'experimental_mcast' in attr:
+ current_as.setFeature('experimental_mcast',attr['experimental_mcast'])
+ base.setAutonomousSystem(current_as)
+ scion_isd.addIsdAs(1, asn, is_core= self.__provider.isCore(asn))
+
+ if not self.__provider.isCore(asn):
+ issu = self.__provider.getCertIssuer(asn)
+ assert issu != None
+ scion_isd.setCertIssuer((1, asn), issuer=issu)
+
+
+ net_count = 0
+ nr_prefixes = len(prefixes_of_asn)
+ nr_joined_ixes = len(ixes_joined_by_asn)
+
+
+ self.__log('looking for details of {} IXes joined by AS{}...'.format(len(ixes_joined_by_asn), asn))
+
+ # simplest case
+ if nr_prefixes == 1:
+ # create one border router for each joined IX and have each join the same net (for the single existing prefix)
+ # mot often the prefix will be 'auto' anyway, so we will end up here
+
+
+ self.__log('creating {} networks for AS{}...'.format(nr_prefixes, asn))
+
+ prefix = prefixes_of_asn[0] # there is only one
+ netname = 'net{}'.format(net_count)
+
+ self.__log('creating {} with prefix {} for AS{}...'.format(netname, prefix, asn))
+
+ net = current_as.createNetwork(netname, prefix)
+ if 'mtu' in attr:
+ net.setMtu( attr['mtu'] )
+ net.setDefaultLinkProperties(latency=attr['latency'],
+ bandwidth=attr['bandwidth'],
+ packetDrop=attr['packetDrop'])
+
+ cs = current_as.createControlService(f'cs{asn}_0').joinNetwork(netname)
+
+ router_alloc = self._alloc_type(current_as)
+
+ for ix in ixes_joined_by_asn:
+ ix_alias = self._ASNforIXp(ix)
+ members = self.__provider.getInternetExchangeMembers(ix)
+ # with .gml dataset samples from larger CAIDA files,
+ # it is possible that nodes list IXP presences from the full dataset
+ # that aren't actually relevant for the smaller subset
+ if not members:
+ continue
+ # no need to create IXPs that have no members anyway
+ if ix_alias not in base.getInternetExchangeIds():
+
+ # only create ix if it didnt already exist !!
+ #if ix not in base.getInternetExchangeIds():
+ self.__log('creating new IX, IX{}; getting prefix...'.format(ix_alias))
+ _ixp=base.createInternetExchange( ix_alias,
+ prefix = self.__provider.getInternetExchangePrefix(ix) ,
+ create_rs= False)
+ _ixp_attr = self.__provider.getInternetExchangeAttributes(ix)
+ _ixp.getNetwork().setDefaultLinkProperties(latency=_ixp_attr['latency'],
+ bandwidth=_ixp_attr['bandwidth'],
+ packetDrop=_ixp_attr['packetDrop'])
+
+ self.__log('getting members of IX{}...'.format(ix_alias))
+
+
+ self.__log('joining IX{} with AS{}...'.format(ix_alias, asn))
+ ip_of_asn_in_ix = members[asn]
+
+ router_a = router_alloc.getRouterForIX(ix_alias)
+ router_a.updateNetwork(netname)
+ router_a.joinNetwork('ix{}'.format(ix_alias), ip_of_asn_in_ix)
+
+ self.__log('creating {} other ASes in IX{}...'.format(len(members.keys()), ix_alias))
+ for member in members.keys():
+ self.__generate(member, emulator, depth - 1)
+
+ if member in peers.keys():
+ # FIXME: right = peer is customer, left = peer is provider
+ r = peers[member]
+
+
+ # In case of Transit: A is parent
+ #TODO: create a unique key for the link and add it to the cache
+ # before any link is created, check if its not already in the cache
+
+ ifs = r['ifids']
+ rightWay=r['rightWayRound']
+ # IXLinkAdded = False
+ for i,p in enumerate(ifs):
+ rel = p[2]
+
+ self.__log('peering AS{} with AS{} in IX{} using relationship {}...'.format(member, asn, ix_alias, rel))
+ # which IF belongs to which AS is already sorted out by the provider!!
+ a_ifid = p[0] #if rightWay[i] else p[1]
+ b_ifid =p[1] #if rightWay[i] else p[0]
+ attr_a = self.__provider.getLinkAttributes(asn,a_ifid)
+ attr_b = self.__provider.getLinkAttributes(member,b_ifid)
+ ixa = attr_a['ixp_id']
+ ixb = attr_b['ixp_id']
+ assert ixa == ixb
+ if ixa != ix:
+ continue
+ if not self.__cache_link((asn,a_ifid),(member,b_ifid),rel) :
+ self.__debug_cnt+=1
+ ix_ab_alias = self._ASNforIXp(ixa)
+ assert ix_alias==ix_ab_alias
+
+ router_alloc_b = self._alloc_type(base.getAutonomousSystem(member))
+ router_b = router_alloc_b.getRouterForIX(ix_alias)
+ if (lat_a:=attr_a['latitude'],long_a:=attr_a['longitude'],
+ lat_b:=attr_b['latitude'],long_b:=attr_b['longitude']):
+ if lat_a==lat_b and long_a==long_b:
+ router_a.setGeo(Lat=float(lat_a), Long=float(long_a))
+ router_b.setGeo(Lat=float(lat_b), Long=float(long_b))
+ else:
+ raise ValueError("two routers within the same IXP ought to have the same geo-coordinates")
+
+ if rel == LinkType.Transit : # and rightWay[i]
+ # a: PARENT(provider) | b: CHILD(customer)
+ base = emulator.getLayer('Base')
+
+ #assert not self.__provider.isCore(member)
+ if rightWay[i]:
+ scion.addIxLink( ix_ab_alias, (1, asn),(1, member),rel,
+ b_router=router_b.getName(),
+ a_router=router_a.getName(),
+ if_ids=(a_ifid,b_ifid))
+ else:
+ scion.addIxLink( ix_ab_alias, (1, member),(1, asn),rel,
+ a_router=router_b.getName(),
+ b_router=router_a.getName(),
+ if_ids=(b_ifid, a_ifid))
+ else:
+ scion.addIxLink( ix_ab_alias, (1, asn), (1, member),rel,
+ a_router=router_a.getName(),
+ b_router=router_b.getName(),
+ if_ids=(a_ifid,b_ifid))
+ # IXLinkAdded = True
+ else:
+ pass
+
+ # assert IXLinkAdded, f'failed to add IX link between {asn} and {member} in IXP {ix}'
+
+
+ for (peerasn,v) in cross_connects.items():
+ for vv in v:
+ addr =vv[0]
+ linktype = vv[1]
+ ifids = vv[2]
+
+ a_router,peer_br_name = router_alloc.getRouterForXC(ifids,peerasn)
+ a_router.updateNetwork(netname)
+ a_attr = self.__provider.getLinkAttributes(asn,ifids[0])
+ # b_attr = self.__provider.getLinkAttributes(peerasn,ifids[1])
+ # errMsg = 'inconsistent topology data file! seed does not support asymmetric links'
+ # assert haveEqualLinkProperties(a_attr,b_attr), errMsg
+ a_router.crossConnect(peerasn, peer_br_name, addr,
+ latency=a_attr['latency'],
+ bandwidth=a_attr['bandwidth'],
+ packetDrop= a_attr['packetDrop'] )
+
+
+ # do not add transit links in both directions
+ if linktype == LinkType.Transit:
+ if not ((1,peerasn),(1,asn),linktype ) in scion.getXcLinks():
+ scion.addXcLink((1,asn),(1,peerasn), linktype,
+ a_router=a_router.getName(),
+ b_router=peer_br_name )
+ else:
+ scion.addXcLink((1,asn),(1,peerasn), linktype,
+ a_router=a_router.getName(),
+ b_router=peer_br_name )
+
+ self.__generate(peerasn, emulator, depth - 1)
+
+ elif nr_prefixes > nr_joined_ixes:
+ # here we have to decice which brnode shall join which net/prefix ..
+ # Or create subnets of the prefix and have each brnode join one of them ?! Help
+ raise NotImplementedError("this case is unimplemented")
+
+ elif nr_prefixes == nr_joined_ixes:
+ # maybe map each brnode to its own prefix ?!
+ raise NotImplementedError("cant handle this case yet")
+
+
+
+ def generate_custom(self, startAsn: int, depth: int, emu: Emulator ) -> Emulator:
+
+ base=emu.getLayer('Base')
+ assert base!=None, 'provided Emulator must contain Base Layer'
+ assert emu.getLayer('Routing'), 'provided Emulator must contain Routing Layer'
+ assert emu.getLayer('ScionIsd')
+ assert emu.getLayer('Scion')
+
+ base.createIsolationDomain(1)
+
+ self.__generate(startAsn, emu, depth) # TODO: compute an upper bound for the depth, it can default to
+ return emu
+
+
+ def generate(self, startAsn: int, depth: int) -> Emulator:
+ """!
+ @brief generate a new emulation.
+
+ @param startAsn ASN to start on.
+ @param depth levels to traverse.
+
+ @returns generated emulator.
+ """
+ sim = Emulator()
+ ospf = Ospf()
+ base = ScionBase()
+ routing = ScionRouting()
+ scion_isd = ScionIsd()
+ scion = Scion()
+
+ sim.addLayer(base)
+ sim.addLayer(routing)
+ sim.addLayer(scion_isd)
+ sim.addLayer(scion)
+ sim.addLayer(ospf)
+
+
+ return self.generate(startAsn, depth,sim)
\ No newline at end of file
diff --git a/seedemu/generators/__init__.py b/seedemu/generators/__init__.py
new file mode 100644
index 000000000..5997d38b3
--- /dev/null
+++ b/seedemu/generators/__init__.py
@@ -0,0 +1,3 @@
+from .intra import *
+from .DefaultGenerator import *
+from .DefaultScionGenerator import *
\ No newline at end of file
diff --git a/seedemu/generators/intra/FromTopo.py b/seedemu/generators/intra/FromTopo.py
new file mode 100644
index 000000000..1d52146f6
--- /dev/null
+++ b/seedemu/generators/intra/FromTopo.py
@@ -0,0 +1,224 @@
+import re
+import networkx as nx
+
+def graphFromBRITETopoFile( topofile: str ):
+ G = nx.Graph()
+ return graphFromBRITETopoFile(G,topofile)
+
+
+def graphFromBRITETopoFile(G: nx.Graph, topofile: str ):
+ """
+ @brief reads BRITE topology file into networkx graph
+ Brite format starts with 'Nr.nodes Nr.edges\n'
+ followed by Nr.nodes x lines of node records
+ followed by Nr.edges x lines of edge records
+ """
+
+
+ with open(topofile, "r") as file:
+ fstline = file.readline()
+
+ totals = fstline.split()
+
+ # read all nodes
+ for i in range(0,int(totals[0])):
+ line = file.readline()
+ token = line.split()
+# NodeId xpos ypos indegree outgdegree ASid type
+ G.add_node( int(token[0]) , id = token[0],pos=( int(token[1]),int(token[2]) ), AS=int(token[5]), type=token[6] )
+
+ #read all edges
+ for i in range(0,int(totals[1])) :
+ line = file.readline()
+ token = line.split()
+ link_attr = {}
+ link_attr["length"] = token[3]
+ link_attr["delay"] = token[4]
+ link_attr["bandwith"] = token[5]
+ # EdgeId from to length delay bandwidth ASfrom ASto type
+ G.add_edge( int(token[1]), int(token[2]),**link_attr)
+
+ return G
+
+
+def graphFromOrbisTopoFile2( topofile: str , G: nx.Graph):
+ """
+ @brief reads ORBIS topology file into networkx Graph
+ ORBIS format is really just a list of edges aka 'from-node to-node\n'
+ """
+ with open(topofile, "r") as file:
+
+
+ while True :
+ line = file.readline()
+ if( line == ''):
+ break
+ token = line.split()
+ fro=int(token[0])
+ to=int(token[1])
+ G.add_node(fro,id=fro)
+ G.add_node(to,id=to)
+ G.add_edge( fro, to)
+ return G
+
+def graphFromOrbisTopoFile( topofile: str ):
+ """
+ @brief reads ORBIS topology file into networkx Graph
+ ORBIS format is really just a list of edges aka 'from-node to-node\n'
+ """
+ G = nx.Graph()
+
+ return graphFromOrbisTopoFile2(G,topofile)
+
+def graphToOrbisTopoFile(topofile: str, g ):
+ """
+ @brief the opposite of graphFromOrbisTopoFile()
+ stores graph to file as list of edges aka 'from-node to-node\n'
+ """
+ with open(topofile, "w") as file:
+ for e in g.edges():
+ file.write("{fro} {to}\n".format(fro = e[0],to=e[1]) )
+
+def graphOldFromOrbisTopoFile( topofile: str ):
+ G = nx.Graph()
+
+
+ with open(topofile, "r") as file:
+
+
+ while True :
+ line = file.readline()
+ if( line == ''):
+ break
+ token = line.split()
+
+ G.add_edge( int(token[0]), int(token[1]))
+ nodeIDS ={}
+ for i,n in enumerate(G.nodes()):
+ nodeIDS[n ] ={"id": str(i)}
+ nx.set_node_attributes(G,nodeIDS)
+ return G
+
+
+def graphFromRocketfuelTopoFile( topofile: str ) -> nx.Graph:
+ """
+ @brief reads Rocketfuel topology file into networkx graph
+ Rockketfuel files are either of MAP .cch or WEIGHTS .intra format.
+
+
+ Each line of the .cch format is:
+
+ uid @loc [+] [bb] (num_neigh) [&ext] -> ... {-euid} ... =name[!] rn
+
+ or:
+
+ -euid =externaladdress rn
+
+ Fields enclosed in []'s are optional.
+
+ uid
+ A unique identifier of the node. Negative unique identifiers are external (euids).
+ loc
+ The node's location. A location of "T" implies that the
+ router's location is ambiguous: possibly because it is
+ connected to routers of different locations.
+ +
+ If present, the node's location was derived from dns,
+ If absent, the node's location was derived from its connectivity.
+ bb
+ If present, the node is a backbone node (connects to other cities)
+ If absent, it is an access (gateway) or customer router
+ num_neigh
+ The number of neighbors of this node, which is the same as
+ the count of neighbors after the "->" sign.
+ ext
+ If the router connects to other routers outside the ISP,
+ this is how many external connectsions are present.
+ nuid-k
+ The uids of each neighbor. The map is symmetric.
+ Links to external addresses are enclosed in {}'s.
+ Links to other routers within the ISP are enclosed in <>'s.
+ name
+ A DNS name of this node; only the "best" name is printed
+ when multiple names are found (for instance, names of aliases).
+ !
+ If present, this router didn't respond to alias resolution:
+ it might not be a distinct router. Usually these aren't in
+ the core to confuse the topology, but they are a source of uncertainty.
+ rn
+ The distance from a named gateway or backbone router.
+ Considering only those labelled r0 excludes all external
+ connections and customer routers.
+ r0 or r1 adds one hop away. n is capped at 5.
+
+ """
+
+ reader = RocketfuelTopologyReader()
+ return reader.read(topofile)
+
+
+
+class RocketfuelTopologyReader:
+ """
+ Hajime Tazaki (tazaki@sfc.wide.ad.jp) 2010
+ """
+ ROCKETFUEL_MAPS_LINE = r'^(-*[0-9]+)[ ]+(@[?A-Za-z0-9,+-]+)[ ]+(\+)*[ ]*(bb)*[ ]*\(([0-9]+)\)[ ]+(&[0-9]+)*[ ]*->[ ]*(<[0-9 <>]+>)*[ ]*(\{-[0-9\{\} -]+\})*[ ]+=([A-Za-z0-9.!-]+)[ ]+r([0-9])[ ]*$'
+ ROCKETFUEL_WEIGHTS_LINE = r'^([^ ]+)[ ]+([^ ]+)[ ]+([0-9.]+)[ ]*$'
+
+ def __init__(self):
+ self.graph = nx.Graph()
+
+ def read(self, filename :str ):
+ with open(filename, 'r') as topgen:
+ lines = topgen.readlines()
+
+ file_type = self.get_file_type(lines[0])
+
+ for line_number, line in enumerate(lines[1:], start=2):
+ line = line.strip()
+ if file_type == 'MAPS':
+ self.parse_maps_line(line)
+ elif file_type == 'WEIGHTS':
+ self.parse_weights_line(line)
+ else:
+ print(f"Unknown file format at line {line_number}: {line}")
+
+ print(f"Rocketfuel topology created with {self.graph.number_of_nodes()} nodes and {self.graph.number_of_edges()} edges")
+ return self.graph
+
+ def get_file_type(self, line):
+ if re.match(self.ROCKETFUEL_MAPS_LINE, line):
+ return 'MAPS'
+ elif re.match(self.ROCKETFUEL_WEIGHTS_LINE, line):
+ return 'WEIGHTS'
+ else:
+ return 'UNKNOWN'
+
+ def parse_maps_line(self, line):
+ match = re.match(self.ROCKETFUEL_MAPS_LINE, line)
+ if match:
+ g = match.groups()#[1:]
+ uid, loc, dns, bb, num_neigh, _neighbors, _externs,_, name, radius = g
+ dns = bool(dns)
+ bb = bool(bb)
+ num_neigh = int(num_neigh)
+ radius = int(radius)
+
+ self.graph.add_node(uid, loc=loc, dns=dns, bb=bb, name=name, radius=radius)
+
+ neighs = match.group(7) # group 6 -> '&6'
+ if neighs:
+ neighs = [neigh[1:-1] for neigh in neighs.split(">")[:-1]]
+ for neigh in neighs:
+ self.graph.add_edge(uid, neigh)
+
+ def parse_weights_line(self, line):
+ """
+
+ """
+ match = re.match(self.ROCKETFUEL_WEIGHTS_LINE, line)
+ if match:
+ sname, tname, weight = match.groups()
+ weight = float(weight)
+
+ self.graph.add_edge(sname, tname, weight=weight)
diff --git a/seedemu/generators/intra/FromTopoTiers.py b/seedemu/generators/intra/FromTopoTiers.py
new file mode 100644
index 000000000..186959845
--- /dev/null
+++ b/seedemu/generators/intra/FromTopoTiers.py
@@ -0,0 +1,241 @@
+
+import networkx as nx
+import numpy as np
+from enum import Enum
+from dataclasses import dataclass, field
+from typing import List, NamedTuple
+import collections
+
+#@dataclass
+class ExpectNodeState(Enum):
+ """
+ we haven't parsed any nodes yet, and are waiting on a comment block with the introducing preamble
+ """
+ NotSeenAny = 0, # we are in a comment '#' block but haven't seen the 'NODES' label yet
+ SeenNode = 1, # have encountered '# NODES' , but not the '===' not '---' dashed line yet
+ SeenLine = 2, # we have seen the '==' line and are expecting the '--' dashed line
+ Done = 3,
+
+
+ def advance_state(self, line: str) -> "ExpectNodeState":
+ if self == ExpectNodeState.NotSeenAny:
+ if line == NODE_HEADER[0]:
+ return ExpectNodeState.SeenNode
+ else:
+ return self
+ elif self == ExpectNodeState.SeenNode:
+ if line == NODE_HEADER[1]:
+ return ExpectNodeState.SeenLine
+ else:
+ return self
+ elif self == ExpectNodeState.SeenLine:
+ if line == NODE_HEADER[2]:
+ return ExpectNodeState.Done
+ else:
+ return self
+ return self
+
+NODE_HEADER = ["# NODES\n","# =====\n", "# ------------------------------------\n"]
+
+class ExpectEdgeState(Enum):
+ """
+ we haven't parsed any edges yet, and are waiting on a comment block with the introducing preamble
+ """
+ NotSeenAny = 0, # we are in a comment '#' block but haven't seen the 'EDGES' label yet
+ SeenEdge = 1, # have encountered '# EDGES' , but not the '===' nor '---' dashed line yet
+ SeenLine = 2, # have encountered the '# ===' line
+ Done = 3, # have encountered the '--' line
+
+ def advance_state(self, line: str) -> "ExpectEdgeState":
+ if self == ExpectEdgeState.NotSeenAny:
+ if line == EDGE_HEADER[0]:
+ return ExpectEdgeState.SeenEdge
+ else:
+ return self
+ elif self == ExpectEdgeState.SeenEdge:
+ if line == EDGE_HEADER[1]:
+ return ExpectEdgeState.SeenLine
+ else:
+ return self
+ elif self == ExpectEdgeState.SeenLine:
+ if line == EDGE_HEADER[2]:
+ return ExpectEdgeState.Done
+ else:
+ return self
+ elif self == ExpectEdgeState.Done:
+ raise AssertionError("state polled but expired")
+ #return PARSING_EDGES( ParsingEdgesState().advance_state(line) )
+ else:
+ return self
+
+EDGE_HEADER = ["# EDGES\n","# =====\n","# ---------------------------------------------------\n" ]
+
+@dataclass
+class ParsingNodesState:
+ """
+ we encountered the introducing NODES preamble, left the '#' comment block
+ and are now parsing the nodes after the comment ended
+
+ >> Node X Y Type (0 = WAN, 1 = MAN, 2 = LAN) <<
+ """
+ node_count: int = 0
+ graph: nx.Graph = nx.Graph()
+
+ def advance_state(self, line: str):
+ token = line.split()
+
+ # the node list is continous without comments
+ # so this must be the beginning of the EDGES preamble
+ if token[0] == '#':
+ return EXPECT_EDGES(graph=self.graph)
+ else:
+ self.graph.add_node(int(token[0]) , pos=np.array([float(token[1]),float(token[2])]), type=int(token[3]) )
+ self.node_count+=1
+ return PARSING_NODES( ParsingNodesState(self.node_count,self.graph) )
+
+@dataclass
+class EdgeCategory:
+ current_id: int = 0
+
+class WAN(EdgeCategory):
+ # maybe count nr of edges here
+ pass
+
+class MAN(EdgeCategory):
+ pass
+
+class LAN(EdgeCategory):
+ pass
+
+
+@dataclass
+class ParsingEdgesState:
+ """
+ we encountered the introducing EDGES preamble,
+ and now parse edges
+ """
+ graph: nx.Graph
+ sub_state: EdgeCategory = WAN(0),
+ wan_count: int = 0
+ man_count: int = 0
+ lan_count: int = 0
+ edge_count: int = 0
+
+ def advance_state(self,line):
+ token = line.split()
+ if len(token) <= 1: return self
+
+ if token[0] == '#':
+ if token[1] == 'WAN':
+ self.sub_state = WAN(int(token[2]))
+ self.wan_count += 1
+ elif token[1] == 'MAN':
+ self.sub_state = MAN(int(token[2]))
+ self.man_count += 1
+ elif token[1] == 'LAN':
+ self.sub_state = LAN(int(token[2]))
+ self.lan_count += 1
+ return self
+ else:
+ link_attr = {}
+ link_attr["delay"] = token[2]
+ link_attr["bandwidth"] = token[3]
+ link_attr["from_type"] = token[4]
+ link_attr["to_type"] = token[5]
+ link_attr["state"] = int( token[6] )
+ net: str =""
+ match self.sub_state:
+ case MAN():
+ net = 'MAN'
+ case WAN():
+ net = 'WAN'
+ case LAN():
+ net = 'LAN'
+
+ link_attr["affiliation"] = "{}{}".format(net,self.sub_state.current_id)
+
+ self.graph.add_edge( int(token[0]), int(token[1]),**link_attr)
+ return self
+
+
+#@dataclass
+class State:
+ pass
+
+@dataclass
+class UNDEF:#(State):
+ pass
+
+@dataclass
+class EXPECT_NODES:#(State):
+ value: ExpectNodeState = ExpectNodeState.NotSeenAny
+
+@dataclass
+class PARSING_NODES:#(State):
+ value: ParsingNodesState
+
+@dataclass
+class EXPECT_EDGES:#(State):
+ graph: nx.Graph # carried over from predecessor Parsing_nodes state
+ value: ExpectEdgeState = ExpectEdgeState.NotSeenAny
+
+@dataclass
+class PARSING_EDGES:#(State):
+ value: ParsingEdgesState
+
+
+def graphFromTiersTopoFile(topofile: str):
+
+ """
+ @brief reads Tiers topology file into networkx graph
+ """
+ state = UNDEF()
+ with open(topofile, "r") as file:
+
+
+ inside_comment = False
+
+ for line in file:
+ token = line.split()
+
+ match state:
+
+
+ case EXPECT_NODES(value):
+ # TODO: move this branching into EXPECT_NODES::advance_state()
+ match value:
+ case ExpectNodeState.NotSeenAny|ExpectNodeState.SeenNode|ExpectNodeState.SeenLine:
+ state = EXPECT_NODES( value.advance_state(line) )
+ case ExpectNodeState.Done:
+ state = ParsingNodesState().advance_state(line)
+ case _:
+ pass
+
+ case PARSING_NODES(val):
+ state = val.advance_state(line)
+
+ case EXPECT_EDGES(g,val):
+ # TODO: move this branching into EXPECT_EDGES::advance_state()
+ match val:
+ case ExpectEdgeState.NotSeenAny|ExpectEdgeState.SeenEdge|ExpectEdgeState.SeenLine:
+ state = EXPECT_EDGES(graph=g, value= val.advance_state(line) )
+ case ExpectEdgeState.Done:
+ state = PARSING_EDGES( ParsingEdgesState(graph=g).advance_state(line) )
+ case _ :
+ pass
+ case PARSING_EDGES(val):
+ state = PARSING_EDGES( val.advance_state(line) )
+
+ case UNDEF():
+ if token[0] == '#' and not inside_comment:
+ inside_comment = not inside_comment
+ vv = ExpectNodeState.NotSeenAny
+
+ state = EXPECT_NODES(vv.advance_state(line))
+
+ match state:
+ case PARSING_EDGES(val) :
+ return val.graph
+ case _:
+ raise AssertionError("logic error")
+
diff --git a/seedemu/generators/intra/IntraASTopoReader.py b/seedemu/generators/intra/IntraASTopoReader.py
new file mode 100644
index 000000000..a7a77016e
--- /dev/null
+++ b/seedemu/generators/intra/IntraASTopoReader.py
@@ -0,0 +1,168 @@
+import networkx as nnx
+from .FromTopo import *
+from .TopoAlgo import *
+from .FromTopoTiers import graphFromTiersTopoFile
+from seedemu.core import AutonomousSystem
+from enum import Enum
+
+class ResolutionLevel(Enum):
+ Default = "default"
+ # nodes with degree '1' are interpretet as routers
+ RouterLevel = "router_lvl"
+ # nodes with degree '1' are interpretet as endhosts
+ HostLevel = "host_lvl"
+
+class TopoFormat(Enum):
+ """
+ @brief Internet Simulator Topology File Formats Enum
+ """
+ ORBIS = "orbis"
+ BRITE = "brite"
+ ROCKETFUEL = "rocketfuel"
+ TIERS = "tiers"
+ # GRAPHML
+ # todo: add a custom new one, that also specifies the net for routers
+
+class ASTopology:
+ """
+ @brief representation of an AutonomousSystem's internal topology i.e. Routers, Hosts and who is connected to who
+ """
+ @staticmethod
+ def _resLvlForFormat( fmt: TopoFormat ) -> ResolutionLevel:
+ if fmt == TopoFormat.ORBIS:
+ return ResolutionLevel.HostLevel
+ elif fmt == TopoFormat.BRITE:
+ return ResolutionLevel.HostLevel
+ elif fmt == TopoFormat.TIERS:
+ return ResolutionLevel.RouterLevel
+ elif fmt == TopoFormat.ROCKETFUEL:
+ # RocketFuel files contain ISP ASes at a router level
+ return ResolutionLevel.RouterLevel
+ else:
+ raise NotImplementedError()
+
+ def __init__(self):
+ self._graph = nnx.Graph()
+ self._res_lvl = ResolutionLevel.Default
+
+ def from_file(self, fname: str , fmt: TopoFormat, res: ResolutionLevel =ResolutionLevel.Default ):
+ """
+ @brief loads the topology file
+ """
+ if res == ResolutionLevel.Default:
+ self._res_lvl = ASTopology._resLvlForFormat(fmt)
+ else:
+ self._res_lvl = res
+
+ if fmt == TopoFormat.ORBIS:
+ graphFromOrbisTopoFile2( fname, self._graph)
+ elif fmt== TopoFormat.BRITE:
+ graphFromBRITETopoFile(self._graph,fname)
+ elif fmt==TopoFormat.TIERS:
+ self._graph = graphFromTiersTopoFile(fname)
+ elif fmt==TopoFormat.ROCKETFUEL:
+ self._graph = graphFromRocketfuelTopoFile(fname)
+ else:
+ raise NotImplementedError('unsupported topology file format: {}'.format(fmt) )
+
+ return self
+
+ def getHosts(self):
+ if self._res_lvl == ResolutionLevel.HostLevel:
+ # endhosts have no children themselves ( node degree is one)
+ return getEndhosts(self._graph)
+ else:
+ # all nodes are routers, there are no hosts
+ return []
+
+ def getRouters(self):
+ if self._res_lvl == ResolutionLevel.HostLevel:
+ # a router must have children ( degree greater than one )
+ return getRouters(self._graph)
+ else:
+ # all nodes are routers
+ return self._graph.nodes()
+
+ def getEdgeRouters(self):
+ if self._res_lvl == ResolutionLevel.HostLevel:
+ return getEdgeRouters(self)
+ elif self._res_lvl == ResolutionLevel.RouterLevel:
+ # interpret nodes with degree one as edge routers that are attached to endhosts
+ return getEndhosts(self._graph)
+
+ def edges(self, node: int):
+ return list(self._graph.edges(node))
+
+
+
+class IntraASTopoReader(object):
+ """
+ @brief reads for Intra Domain Topology of an Autonomous System from file
+ """
+
+ def __init__(self):
+ """
+ """
+
+ # maybe factor out the 'read_file()' in its own method, that might fail
+ def generateAS(self, topo: ASTopology, system: AutonomousSystem ):
+ """
+ @brief make the AS's topology
+ @param system the AS whose topology is to be constructed from file.
+ It is assumed to still be empty .
+ @param
+ """
+ routers = topo.getRouters()
+ router_nets = dict()
+
+
+ router_nodes= dict()
+ # create routers and their networks
+ for r in routers:
+ router = system.createRouter("{:0>3d}".format(r))
+ router_nodes[ r ] = router
+
+ netname = "net_{:0>3d}".format(r)
+ net = system.createNetwork(netname)
+ router.joinNetwork(netname)
+ router_nets[r] = net
+
+ link_nets = dict()
+
+ # depending on the resolution level of the topology this might be empty
+ endhosts = topo.getHosts()
+
+ # connect routers
+ for i,r in enumerate(routers):
+
+ j=0
+ for e in topo.edges(r):
+ assert e[0] == r
+ r2 =e[1]
+ if r2 in endhosts: continue
+
+ if frozenset([r, r2]) not in link_nets:
+ j+=8 # incr to not set host bits
+ #
+ # net = link_nets[frozenset([r, r2])]
+ # if r not in net.getAssociations():
+ # router_nodes[r].joinNetwork(net.getName())
+ # if r2 not in net.getAssociations():
+ # router_nodes[r2].joinNetwork(net.getName())
+
+ # else:
+ nname = 'net{:0>3d}_{:0>3d}'.format(r,r2)
+ net = system.createNetwork(nname ,prefix='{}.{}.{}.{}/29'.format( int(i/254 +1), i % 254 , int(j/254),j % 254), direct = False )
+ assert net.getName() == nname
+ router_nodes[r].joinNetwork(net.getName(),'{}.{}.{}.{}'.format( int(i/254 +1), i % 254 , int(j/254),j % 254 +2 ) )
+ router_nodes[r2].joinNetwork(net.getName(),'{}.{}.{}.{}'.format( int(i/254 +1), i % 254 , int(j/254),j % 254 +3 ) )
+
+ link_nets[frozenset([r,r2])] = net
+
+ for h in endhosts:
+ # for endhosts, there is only one edge, to its sole parent
+ edge = topo.edges(h)[0]
+ host = system.createHost( "node{}_{:0>3d}".format(system.getAsn(),h) )
+ host.joinNetwork( router_nets[edge[1] ].getName() )
+
+ return system
\ No newline at end of file
diff --git a/seedemu/generators/intra/TopoAlgo.py b/seedemu/generators/intra/TopoAlgo.py
new file mode 100644
index 000000000..1e99c78b2
--- /dev/null
+++ b/seedemu/generators/intra/TopoAlgo.py
@@ -0,0 +1,146 @@
+import networkx as nnx
+import toolz
+
+def _compute_border_router_candidates(G):
+ """
+ @return a list of nodes/routers from the core of the network,
+ sorted ascendingly by how many links they have to non-core routers
+ as a measure of 'how internal' the nodes are
+ """
+
+ center = nnx.center(G)
+ s = set(center)
+ nonCenter = [x for x in G.nodes() if x not in s]
+
+ centerd =0
+ noncent= 1
+ nodeAttr = {}
+ for x in center:
+ nodeAttr[int(x)] =centerd
+ for x in nonCenter:
+ nodeAttr[int(x)] = noncent
+ centerSubgraph = G.subgraph(center)
+
+
+
+ edgesInG = { n : list( nnx.edges(G,n) ) for n in centerSubgraph.nodes() }
+ edgesInCenter = {n : list( nnx.edges(centerSubgraph,n) ) for n in centerSubgraph.nodes() }
+
+ edgesToNonCenter = toolz.dicttoolz.itemmap( lambda kv: (kv[0], len(kv[1]) - len(edgesInCenter[kv[0]]) ), edgesInG)
+
+ sortedEdges = list(edgesToNonCenter.values())
+
+ sortedEdges.sort(reverse=True)
+ maxEdges = sortedEdges[0]
+
+
+ sortedEdgesD = {k: v for k, v in sorted( edgesToNonCenter.items(), key=lambda item: item[1])}
+
+ srtEdgToNcenter = dict(sorted( edgesToNonCenter.items(), key=lambda item: item[1]))
+
+ return srtEdgToNcenter.keys()
+
+def _getDegreeWithoutEndhosts(G, n):
+ """
+ returns degree with all connected nodes of degree one (Endhosts) not counting
+ """
+
+ deg = G.degree[n]
+
+ for e in G.edges(n):
+ assert e[0 ] ==n
+ if G.degree[e[1]] ==1:
+ deg -=1
+ return deg
+
+
+def _compute_topo(G):
+ """
+ @brief returns a tuple (end_hosts, edge_routers, edge_router_parents )
+ """
+ nodecnt = len(G.nodes() )
+ print(nodecnt)
+
+ endHosts =[] # nodes with degree one
+ edge_routers = [] # parents of endhosts
+ # maps an edge router node to its parents (node connected to it, with degree greater than 1)
+ edge_router_parents = dict()
+ for i in G.nodes():
+ if G.degree[i] == 1:
+ endHosts.append( i )
+ outedg = list( G.edges(i) ) # has only length one since degree is one
+ edg = outedg[0][1]
+ assert outedg[0][0] == i
+ # check if for all nodes 'x' connected to edg except one holds: degree(x)==1
+ degr_gt_one = 0
+ parent = -1
+ for e in list( G.edges(edg) ):
+ assert e[0] == edg
+ #if G.degree[e[1]] > 1: # subtract nr of endhosts from degree
+ if _getDegreeWithoutEndhosts(G,e[1])>1:
+ degr_gt_one += 1
+ parent = e[1]
+ if degr_gt_one >1:
+ # this node 'edg' must belong to the core (it is connected to two other routers)
+ parent = -1
+ break
+
+ if degr_gt_one == 1:
+ assert parent !=-1
+ edge_routers.append( edg )
+ edge_router_parents[edg] =[parent]
+
+
+ edge_router_parent_childs = dict()
+ for ch, ep in edge_router_parents.items():
+ assert len(ep)==1
+ if ep[0] in edge_router_parent_childs:
+ edge_router_parent_childs[ep[0]].append(ch)
+ else:
+ edge_router_parent_childs[ep[0]]=[ch]
+
+ return endHosts,edge_routers,edge_router_parent_childs.keys()
+
+
+def getRouters(G):
+ """
+ @brief return a list of all nodes in the graph that are routers not hosts ( degress more than one)
+ """
+ hosts = getEndhosts(G)
+ return [ x for x in G.nodes() if x not in hosts ]
+
+def getEndhosts(G):
+ """
+ @brief return a list of all Endhost (nodes with degree 1)
+ """
+ return _compute_topo(G)[0]
+
+def getEdgeRouters(G):
+ """
+ @brief return a list of nodes, that have only nodes with degree '1' ( EndHosts ) as children
+ """
+ return _compute_topo(G)[1]
+
+def getEdgeRouterParents(G):
+ """
+ @brief
+ """
+ return _compute_topo(G)[2]
+
+def getCenterNodes(G):
+ """
+ @return a list of nodes (routers) that are in the center
+ """
+ center = nnx.center(G)
+ return list(center)
+
+def getCenterSubgraph(G):
+ """
+ @brief return the core of the network formed by internal /non-edge routers and their connecting links
+ """
+ center = nnx.center(G)
+
+ return G.subgraph(center)
+
+
+
diff --git a/seedemu/generators/intra/__init__.py b/seedemu/generators/intra/__init__.py
new file mode 100644
index 000000000..c242e050e
--- /dev/null
+++ b/seedemu/generators/intra/__init__.py
@@ -0,0 +1 @@
+from .IntraASTopoReader import *
\ No newline at end of file
diff --git a/seedemu/generators/providers/CaidaDataProvider.py b/seedemu/generators/providers/CaidaDataProvider.py
new file mode 100644
index 000000000..a8da44e9c
--- /dev/null
+++ b/seedemu/generators/providers/CaidaDataProvider.py
@@ -0,0 +1,186 @@
+from typing import List, Dict
+from sys import stderr
+from . import graphFromXmlTopoFileAliased, DataProvider
+from toolz.dicttoolz import *
+from seedemu.layers.Scion import LinkType
+import networkx as nx
+
+class CaidaDataProvider(DataProvider):
+ """!
+ @brief data source for the topology generator.
+ It is really just a wrapper around an networkx MultiGraph
+ that contains ASes and their various interconnections,
+ and at which IXp they happen.
+ """
+ _topofile: str
+
+ def getASes(self) -> List[int]:
+ return list( self._graph.nodes)
+
+ def getASInterfaces(self, asn: int) ->List[int]:
+
+ edges = [ ee for ee in self._graph.edges if ee[0]==asn or ee[1]==asn ]
+ attrs = map( lambda e: nx.get_edge_attributes(self._graph,'if_ids')[e] ,edges)
+ return map( lambda a: a[asn] , attrs )
+
+ def __init__(self, topofile: str):
+ """
+ @brief reads the topology file that is to be used
+ """
+ self._topofile = topofile
+ self._graph = graphFromXmlTopoFileAliased(topofile)
+
+ def getCertIssuer(self, asn: int ) ->int:
+
+ assert not self.isCore(asn) # or return 'asn' if it is a Core AS itself
+
+ # return the first best Core AS that asn is connected with
+ candidates = [ k for (k,v) in self.getPeers(asn).items() if v == LinkType.Transit ]
+ return candidates[0]
+
+ def isCore(self, asn: int )-> bool:
+ """
+ @brief return whether the AS with this ASN is a CORE AS
+ """
+
+ types = nx.get_node_attributes(self._graph, "type")
+
+ if asn in types:
+ return types[asn] == "core"
+ else:
+ return False
+
+ def getLinkAttributes(self, asn: int , if_id: int):
+ """
+ @brief return attributes such as Geo-Location, Bandwidth, LinkType,
+ Latency for staticInfoConfig.json that gets included
+ in PCB static metadata extension
+ """
+ assert if_id != 0
+ _as = self._graph.nodes[asn]
+ #for n in self._graph.neighbors(asn):
+
+ from_id = nx.get_edge_attributes(self._graph, 'if_ids')
+ lat = nx.get_edge_attributes(self._graph, 'latitude')
+ long = nx.get_edge_attributes(self._graph, 'longitude')
+
+
+ attrib = {}
+ for e in [ee for ee in self._graph.edges if ee[0]==asn or ee[1]==asn ]:
+ if from_id[e][asn] == if_id:
+ attrib['latitude'] = lat[e]
+ attrib['longitude'] = long[e]
+ break
+ return attrib
+
+ def getName(self) -> str:
+ """!
+ @brief Get name of this data provider.
+
+ @returns name of the layer.
+ """
+ return "CaidaDataProvider({})".format(self._topofile)
+
+ def getPrefixes(self, asn: int) -> List[str]:
+ """!
+ @brief Get list of prefixes announced by the given ASN.
+ @param asn asn.
+
+ @returns list of prefixes.
+ """
+ return ["auto"]
+
+ def getPeers(self, asn: int) -> Dict[int, str]: # why not add the Id of the IX where they peer here
+ """!
+ @brief Get a dict of peer ASNs of the given ASN.
+ @param asn asn.
+
+ @returns dict where key is asn and value is peering relationship.
+ """
+
+ peer_ases = {}
+ peering_relations = nx.get_edge_attributes(self._graph, 'rel')
+
+ # TODO: check that all multi edges between the same two ASes actually do have the same peering relation as expected
+ # if not this code is broken
+ types = keymap( lambda x: frozenset([x[0],x[1]]), peering_relations)
+ for edge in nx.edges(self._graph, asn):
+ assert edge[0] == asn
+ key = frozenset([edge[0],edge[1]])
+
+ if types[key] == "core":
+ if edge[0] == asn:
+ peer_ases[edge[1]] = LinkType.Core
+ else:
+ peer_ases[edge[0]] = LinkType.Core
+ elif types[key] == "customer":
+ if edge[0] == asn:
+ peer_ases[edge[1]] = LinkType.Transit
+ else:
+ peer_ases[edge[0]] = LinkType.Transit
+ elif types[key] == "peer":
+ if edge[0] == asn:
+ peer_ases[edge[1]] = LinkType.Peer
+ else:
+ peer_ases[edge[1]] = LinkType.Peer
+
+ return peer_ases
+
+ def getInternetExchanges(self, asn: int) -> List[int]:
+ """!
+ @brief Get list of internet exchanges joined by the given ASN.
+ @param asn ASN.
+
+ @returns list of tuples of internet exchange ID. Use
+ getInternetExchangeMembers to get other members.
+ """
+
+ ixps_by_asn = nx.get_node_attributes(self._graph, 'ixp_presences')
+ return ixps_by_asn[asn]
+
+
+ def getInternetExchangeMembers(self, ix_id: int) -> Dict[int, str]: # add from IFID here ?! or Tuple[from_ifdi, to_if_id ]
+ """!
+ @brief Get internet exchange members for given IX ID.
+ @param id internet exchange ID provided by getInternetExchanges.
+
+ @returns dict where key is ASN and value is IP address in the exchange.
+ value can also be 'auto' - > it will be used as an argument to Node::joinNetwork()
+ Note that if an AS has multiple addresses in the IX, only one should be
+ returned.
+ """
+ asn2ip = dict()
+ ixps = nx.get_edge_attributes(self._graph, 'ixp_id')
+
+ # TODO: this is stupid. instead of iterating over the edges, iterate over the ixp map. There are by far less ixps than edges !!
+
+ for edge in self._graph.edges(): # edge (u,v) ixps (u,v, z)
+ candidates = {k: v for k, v in ixps.items() if ( k[0]==edge[0] and k[1] == edge[1] or k[0]==edge[1] and k[1] == edge[0] ) and v == ix_id }
+
+
+ #if ixps[edge] == ix_id:
+ if len(candidates) > 0:
+ if edge[0] not in asn2ip:
+ asn2ip[edge[0]] = "auto"
+
+ if edge[1] not in asn2ip:
+ asn2ip[edge[1]] = "auto"
+
+ assert len(asn2ip) > 0 # this usually means that 'ix_id' is some non-existent invalid Ix id
+ return asn2ip
+
+ def getInternetExchangePrefix(self, id: int) -> str:
+ """!
+ @brief Get internet exchange peering lan prefix for given IX ID.
+ @param id internet exchange ID provided by getInternetExchanges.
+
+ @returns prefix in cidr format.
+ used for Base::createInternetExchange() by the default generator and can be 'auto'
+ """
+ return "auto" # only possible if there are less than 255 ASes and Ixps
+
+ def _log(self, message: str):
+ """!
+ @brief Log to stderr.
+ """
+ print("==== {}CaidaDataProvider: {}".format(self.getName(), message), file=stderr)
diff --git a/seedemu/generators/providers/DataProvider.py b/seedemu/generators/providers/DataProvider.py
index 8ce09a693..fbadd9887 100644
--- a/seedemu/generators/providers/DataProvider.py
+++ b/seedemu/generators/providers/DataProvider.py
@@ -1,10 +1,72 @@
-from typing import List, Dict
+from typing import List, Dict, Tuple
from sys import stderr
+from seedemu.layers.Scion import LinkType as ScLinkType
class DataProvider:
+
+ def getAttributes(self, asn: int)->Dict[str,any]:
+ """
+ @brief returns AS attributes such as MTU
+ 'type' i.e. ScionAutonomusSystem or ScionMcastAutonomousSystem
+ """
+ return { 'latency': 0,
+ 'bandwidth':0,
+ 'mtu': 1500,
+ 'packetDrop': 0 }
+
+ def getLinkAttributes(self, asn: int , if_id: int):
+ """
+ @brief return attributes such as Geo-Location, Bandwidth, LinkType,Latency for staticInfoConfig.json
+ that included in PCB static metadata extension
+ """
+ return {}
+
"""!
@brief data source for the topology generator.
"""
+ def getSCIONCrossConnects(self, from_asn: int) -> Dict[int,List[Tuple[str,ScLinkType,Tuple[int,int]]]]:
+ """
+ @brief returns the XC cross connections that this AS has to other ASes
+ returns a dict that maps the peer_ASN to a List of Tuples of kind ( address, LinkType, (IFID_a,IFID_b) )
+ The peername required for Node::crossConnect() can be constructed as 'br{}'.format(IFID_b) by the generator
+
+ this is only needed for SCION ASes and hence a default impl is provided
+ so that 'normal' BGP ASes need not bother
+ """
+ return {}
+
+ # maybe just move this to the Attributes map, to not unnecessarily bloat the interface
+ def getCertIssuer(self, asn: int ) -> int:
+ """
+ @brief return the SCION Core AS that issues the certificates for the given non-core AS
+ @param ASN of a non-core SCION AS
+
+ this is only needed for SCION ASes and hence a default impl is provided
+ so that 'normal' BGP ASes need not bother
+ """
+ return asn
+
+ # TODO: replace this with a key-value pair in getAttributes()
+ def isCore(self, asn: int )-> bool:
+ """
+ @brief return whether the AS with this ASN is a CORE AS
+
+ this is only needed for SCION ASes and hence a default impl is provided
+ so that 'normal' BGP ASes need not bother
+ """
+ return False
+
+ def getASes(self) -> List[int]:
+ """
+ @brief return a list of all the AutonomousSystems there are
+ """
+ return NotImplementedError('getASes not implemented')
+
+ def getASInterfaces(self, asn: int) ->List[int]:
+ """
+ @brief each connection to a neighboring AS corresponds to one Interface (IF-)ID
+ """
+ raise NotImplementedError()
def getName(self) -> str:
"""!
@@ -20,15 +82,23 @@ def getPrefixes(self, asn: int) -> List[str]:
@param asn asn.
@returns list of prefixes.
+ used for AutonomousSystem::createNetwork() by the generator
+ and thus may be 'auto'
"""
raise NotImplementedError('getPrefixes not implemented.')
- def getPeers(self, asn: int) -> Dict[int, str]:
+# The signature of this method just doesn't reflect the realities !!
+# Between any two ASes there might be 'transit' and 'peering' links at the same time ?!(doesn't make sense actually).
+# should this be asserted here?!
+
+# why not add the Id of the IX where they peer here( because it might be an XC link just as well )
+ def getPeers(self, asn: int) -> Dict[int, str]:
"""!
@brief Get a dict of peer ASNs of the given ASN.
@param asn asn.
@returns dict where key is asn and value is peering relationship.
+ the peering relationship is currently used by Ebgp::addPrivatePeering() by the default Generator
"""
raise NotImplementedError('getPeers not implemented.')
@@ -48,17 +118,26 @@ def getInternetExchangeMembers(self, id: int) -> Dict[int, str]:
@param id internet exchange ID provided by getInternetExchanges.
@returns dict where key is ASN and value is IP address in the exchange.
+ value can also be 'auto' - > it will be used as an argument to Node::joinNetwork()
Note that if an AS has multiple addresses in the IX, only one should be
returned.
"""
raise NotImplementedError('getInternetExchangeMembers not implemented.')
+ def getInternetExchangeAttributes(self, id: int) -> Dict[str,any]:
+ """@brief return properties such as Latency[ms], Bandwith([bps]), MTU of the peering LAN"""
+ return {'latency':0,
+ 'mtu': 1500,
+ 'bandwidth': 0,
+ 'packetDrop': 0}
+
def getInternetExchangePrefix(self, id: int) -> str:
"""!
@brief Get internet exchange peering lan prefix for given IX ID.
@param id internet exchange ID provided by getInternetExchanges.
@returns prefix in cidr format.
+ used for Base::createInternetExchange() by the default generator and can be 'auto'
"""
raise NotImplementedError('getInternetExchangeSubnet not implemented.')
diff --git a/seedemu/generators/providers/FromScionTopoJson.py b/seedemu/generators/providers/FromScionTopoJson.py
new file mode 100644
index 000000000..e882fcc3d
--- /dev/null
+++ b/seedemu/generators/providers/FromScionTopoJson.py
@@ -0,0 +1,53 @@
+import networkx as nx
+from collections import defaultdict
+import json
+
+def FromSCIONTopoJSON( file_name ):
+ """
+ @brief reads a SCION topology.json file into a networkx MultiGraph
+ with ASes as nodes
+ """
+
+ alias = 2
+ AS2alias ={}# maps as string to alias_id
+
+ G = nx.MultiGraph()
+
+ with open( file_name , 'r') as fcc_file:
+ x = json.load( fcc_file )
+
+ for _as in x["ASes"]:
+
+ dic = x["ASes"][_as]
+
+ AS2alias[_as] = alias
+ G.add_node(alias,ia=_as, **dic )
+ alias += 1
+
+ for _link in x["links"]:
+ _from = _link["a"]
+ _to = _link["b"]
+
+ _froms = _from.split('#')
+ _tos = _to.split('#')
+
+ from_alias = AS2alias[ _froms[0] ]
+ to_alias = AS2alias[ _tos[0] ]
+
+ linkcpy = _link.copy()
+ linkcpy["linkAtoB"] = '{}#{}#{}'.format(from_alias,linkcpy['linkAtoB'],to_alias)
+ del linkcpy["a"]
+ del linkcpy["b"]
+
+ asifids = {} # maps ASNs to their IFID for this link
+ asifids[from_alias] = int(_froms[1])
+ asifids[to_alias] = int(_tos[1])
+
+ G.add_edge( from_alias,
+ to_alias,
+ from_as_if = int(_froms[1]) ,
+ to_as_if = int(_tos[1]) ,
+ ifids = asifids,
+ **linkcpy )
+
+ return G
\ No newline at end of file
diff --git a/seedemu/generators/providers/FromTopoCAIDA.py b/seedemu/generators/providers/FromTopoCAIDA.py
new file mode 100644
index 000000000..eb95b3959
--- /dev/null
+++ b/seedemu/generators/providers/FromTopoCAIDA.py
@@ -0,0 +1,272 @@
+import xml.etree.ElementTree as ET
+import networkx as nx
+from collections import defaultdict
+from seedemu.layers.Scion import LinkType
+
+"""
+CAIDA format
+ <-- ASes Nodes -->
+
+ core
+ 0.3605545717145815
+ 0.1392311023344719
+ 0.17126575166007207
+ 0.2832171229633935
+
+ .....
+ <-- Edges - the geo coordinates correspond to an Internet exhange point -->
+
+ 2914
+ 6762
+ core
+ 48.85341
+ 2.3488
+ 40
+
+"""
+
+
+def graphFromXmlTopoFileRaw( topofile: str ):
+ """
+ @brief reads a CAIDA .xml inter domain topofile with ASes an their links
+ Raw means it just reads whats in the file, not more.
+ This can be used if you have a preprocessed .xml file,
+ were the IXP-Id property of links/edges need not be computed , but is already present in the file.
+ """
+ G = nx.MultiGraph()
+ tree = ET.parse(topofile)
+ root = tree.getroot()
+
+ for node in root.iter('node'):
+ node_attr = {'id': node.attrib['id'] }
+ for child in node:
+ if child.tag == "property":
+ node_attr[ child.attrib['name'] ] = child.text
+
+ G.add_node( int(node.attrib['id']), **node_attr)
+
+ for link in root.findall('link'):
+ link_attr = {}
+ for child in link:
+ if child.tag == "property":
+ link_attr[ child.attrib['name'] ] = child.text
+
+ G.add_edge( int(link.find('from').text) , int( link.find('to').text ), **link_attr )
+
+
+ return G
+
+def graphFromXmlTopoFile(topofile: str):
+ """
+ @brief reads a CAIDA .xml inter domain topofile with ASes an their links
+ IDs of InternetExhange points are implicitly contained in the data as their geo coordinates (lat,long).
+ ASes will become nodes, and edges between them will have the Id of the internet exchange point as an edge attribute
+ that realises this connection.
+ """
+ G = nx.MultiGraph()
+ tree = ET.parse(topofile)
+ root = tree.getroot()
+
+ # read in all ASes ( IDs are real ASNs not aliases for now )
+ for node in root.iter('node'):
+ node_attr = {'id': node.attrib['id'] }
+ for child in node:
+ if child.tag == "property":
+ node_attr[ child.attrib['name'] ] = child.text
+
+ G.add_node( int(node.attrib['id']), **node_attr)
+
+
+ ASenum = {} # maps real AS number to its alias
+ ASif = {} # maps AS alias to number of its interfaces
+ ascnt =0 # number of ASes (used to generate AS aliases by counting them )
+
+ locs_of_ixps : dict[(float,float),int] ={} # maps location of an IXP to its ID
+ ixp_locs ={} # the inverse of locs_of_ixps
+ ixp_presences = defaultdict(set) # maps ixpId to a list of AS that have a presence at this IXp (real AS numbers, no aliases)
+ AStoIxps = defaultdict(set) # for an AS the list of IXPs it has joined (keys are real AS numbers no aliases)
+
+
+ ixp_count =0 # number of ixps
+ for link in root.findall('link'):
+ lat:float =0.0
+ long:float = 0.0
+ link_attr = {}
+ for child in link:
+ if child.tag == "property":
+ if child.attrib['name'] == "latitude":
+ lat = float(child.text)
+ if child.attrib['name'] == "longitude":
+ long = float(child.text)
+
+ link_attr[ child.attrib['name'] ] = child.text
+ fromAS = int(link.find('from').text)
+ toAS = int( link.find('to').text )
+ if fromAS not in ASenum:
+ ASif[ ascnt] = 0
+
+ ASenum[fromAS] = ascnt
+ ascnt+=1
+ else:
+ ASif[ ASenum[fromAS] ]+=1
+
+ if toAS not in ASenum:
+ ASif[ ascnt ] = 0
+ ASenum[toAS] = ascnt
+ ascnt+=1
+ else:
+ ASif[ ASenum[toAS] ] +=1
+
+ if (lat,long) in locs_of_ixps:
+ ixp_presences[locs_of_ixps[(lat,long)]].add( fromAS )
+ ixp_presences[locs_of_ixps[(lat,long)]].add( toAS )
+ else:
+ locs_of_ixps[(lat,long)]=ixp_count
+ ixp_locs[ixp_count] = (lat,long)
+ ixp_count+=1
+
+ ixp_presences[locs_of_ixps[(lat,long)]].add( fromAS )
+ ixp_presences[locs_of_ixps[(lat,long)]].add( toAS )
+
+ AStoIxps[fromAS].add(locs_of_ixps[(lat,long)])
+ AStoIxps[toAS].add(locs_of_ixps[(lat,long)])
+ link_attr['ixp_id'] = locs_of_ixps[(lat,long)]
+ link_attr['from_as_if_id'] = ASif[ ASenum[fromAS] ]
+ link_attr['to_as_if_id'] = ASif[ ASenum[toAS] ]
+
+ G.add_edge( fromAS, toAS, **link_attr )
+
+ assert ascnt == len(G.nodes())
+ attrib = dict()
+
+ for (k,v) in AStoIxps.items(): # k is an ASN , v a set of Ixps 'k' has joined
+ #G.set_node_attribute ( a, ixps= AStoIxps[a] )
+ attrib[k]= {'ixp_presences':v }
+ nx.set_node_attributes(G,attrib)
+
+ return G
+
+
+def graphFromXmlTopoFileAliased(topofile: str):
+ """
+ @brief reads a CAIDA .xml inter domain topofile with ASes an their links
+ IDs of InternetExhange points are implicitly contained in the data as their geo coordinates (lat,long).
+ ASes will become nodes, and edges between them will have the Id of the internet exchange point as an edge attribute
+ that realises this connection.
+ ASes will be enumerated and refered to by counting aliases instead of real ASNs in the returned graph.
+ """
+ G = nx.MultiGraph()
+ tree = ET.parse(topofile)
+ root = tree.getroot()
+
+ ASenum = {} # maps real AS number to its alias
+ ASif = {} # maps AS alias to number of its interfaces
+ ascnt = 2 # number of ASes (used to generate AS aliases by counting them )
+ # '0' is an invalid AS number (wildcard AS , meaning "just any AS")
+
+ locs_of_ixps : dict[(float,float),int] ={} # maps location of an IXP to its ID
+ ixp_locs ={} # the inverse of locs_of_ixps
+ ixp_presences = defaultdict(set) # maps ixpId to a list of AS that have a presence at this IXp (alias AS numbers, no real ASNs)
+ AStoIxps = defaultdict(set) # for an AS the list of IXPs it has joined (keys are alias AS numbers no real ASNs)
+
+ # read in all ASes ( IDs are AS aliases not real ASNs )
+ for node in root.iter('node'):
+ node_attr = {'id': node.attrib['id'] }
+ for child in node:
+ if child.tag == "property":
+ node_attr[ child.attrib['name'] ] = child.text
+ asn = int(node.attrib['id'])
+ ASenum[asn] = ascnt
+ G.add_node( ascnt, **node_attr)
+ ascnt+=1
+
+ assert len(ASenum) == ascnt - 2
+
+
+ link_count = 0
+
+ ixp_count =0 # number of ixps
+ for link in root.findall('link'):
+ link_count += 1
+ lat: float =0.0
+ long:float = 0.0
+
+ fromAS = int(link.find('from').text)
+ toAS = int( link.find('to').text )
+ fromAlias = ASenum[fromAS]
+ toAlias = ASenum[toAS]
+
+ link_attr = {}
+ for child in link:
+ if child.tag == "property":
+ if child.attrib['name'] == "latitude":
+ lat = float(child.text)
+ if child.attrib['name'] == "longitude":
+ long = float(child.text)
+ if child.attrib['name'] == "rel":
+ link_attr['link_type'] = { }
+ if child.text == 'core':
+ link_attr['link_type'][fromAS] = LinkType.Core
+ link_attr['link_type'][toAS] = LinkType.Core
+ elif child.text == 'peer':
+ link_attr['link_type'][fromAS] = LinkType.Peer
+ link_attr['link_type'][toAS] = LinkType.Peer
+ elif child.text == 'customer':
+ link_attr['link_type'][fromAS] = LinkType.Transit
+ link_attr['link_type'][toAS] = LinkType.Transit
+
+
+ link_attr[ child.attrib['name'] ] = child.text
+
+ if fromAlias not in ASif:
+ ASif[ fromAlias] = 1
+
+ else:
+ ASif[ fromAlias ]+= 1
+
+ if toAlias not in ASif:
+ # '0' means 'just any' interface in SCION
+ ASif[ toAlias ] = 1
+ else:
+ ASif[ toAlias ] += 1
+
+ if (lat,long) in locs_of_ixps:
+ ixp_presences[locs_of_ixps[(lat,long)]].add( fromAlias )
+ ixp_presences[locs_of_ixps[(lat,long)]].add( toAlias )
+ else:
+ locs_of_ixps[(lat,long)]=ixp_count
+ ixp_locs[ixp_count] = (lat,long)
+ ixp_count+=1
+
+ ixp_presences[locs_of_ixps[(lat,long)]].add( toAlias )
+ ixp_presences[locs_of_ixps[(lat,long)]].add( fromAlias )
+
+ AStoIxps[ fromAlias].add(locs_of_ixps[(lat,long)])
+ AStoIxps[toAlias].add(locs_of_ixps[(lat,long)])
+ link_attr['ixp_id'] = locs_of_ixps[(lat,long)]
+ link_attr['if_ids'] = {}
+ link_attr['if_ids'][fromAlias] =ASif[fromAlias]
+ link_attr['if_ids'][toAlias] =ASif[toAlias]
+
+ link_attr['from_as_if_id'] = ASif[ fromAlias ]
+ link_attr['to_as_if_id'] = ASif[ toAlias ]
+
+ assert toAlias in ASenum.values() and fromAlias in ASenum.values()
+ G.add_edge( fromAlias, toAlias, **link_attr )
+
+ nodecnt = len(G.nodes)
+ print(G.nodes)
+ print(ASenum)
+ assert ascnt -2 == nodecnt
+ assert ixp_count > 0
+ edgecnt = len( list(G.edges))
+ assert link_count == edgecnt
+
+ attrib = dict()
+
+ for (k,v) in AStoIxps.items(): # k is an ASN , v a set of Ixps 'k' has joined
+ #G.set_node_attribute ( a, ixps= AStoIxps[a] )
+ attrib[k]= {'ixp_presences':v }
+ nx.set_node_attributes(G,attrib)
+
+ return G
\ No newline at end of file
diff --git a/seedemu/generators/providers/FromTopoInet.py b/seedemu/generators/providers/FromTopoInet.py
new file mode 100644
index 000000000..cea7fe8b3
--- /dev/null
+++ b/seedemu/generators/providers/FromTopoInet.py
@@ -0,0 +1,38 @@
+import networkx as nx
+
+def graphFromInetTopoFile(topofile: str):
+ G = nx.MultiGraph()
+ return graphFromInetTopoFile(G,topofile)
+
+def graphFromInetTopoFile( G: nx.MultiGraph, topofile: str ) -> nx.MultiGraph:
+ """
+ @brief reads Inet topology file into networkx graph
+ Inet format starts with 'Nr.nodes Nr.edges\n'
+ followed by Nr.nodes x lines of node-records
+ followed by Nr.edges x lines of edge records
+
+ edge-records look like 'from-node to-node weight\n'
+ """
+
+ with open(topofile, "r") as file:
+ fstline = file.readline()
+
+ totals = fstline.split()
+ nodecount = totals[0]
+ edgecount = totals[1]
+
+ # read all nodes
+ for i in range(0,int(nodecount)):
+ line = file.readline()
+ token = line.split()
+ G.add_node( int(token[0]) , id = token[0] )
+
+ #read all edges
+ for i in range(0,int(edgecount)) :
+ line = file.readline()
+ token = line.split()
+ link_attr = {}
+ link_attr["Weight"] = token[2]
+ G.add_edge( int(token[0]), int(token[1]),**link_attr)
+
+ return G
diff --git a/seedemu/generators/providers/GMLDataProvider.py b/seedemu/generators/providers/GMLDataProvider.py
new file mode 100644
index 000000000..89edc7a02
--- /dev/null
+++ b/seedemu/generators/providers/GMLDataProvider.py
@@ -0,0 +1,660 @@
+from typing import List, Dict,Any,Tuple
+from sys import stderr
+from . import DataProvider
+from toolz.dicttoolz import *
+from seedemu.layers.Scion import LinkType,IA
+from seedemu.core import ScionMcastCapableAutonomousSystem
+import networkx as nx
+import numpy as np
+
+
+def bfs_traversal(T,s):
+ """
+ to BFS traversal of the tree T starting from root 's'
+ return Tuple[traversal-sequence as list of node-ids ,
+ dictionary with list of direct children for each node ]
+ """
+
+ # Mark all the vertices as not visited
+ visited = { n: False for n in T.nodes() }
+
+ sequence = []
+ children = { n: {'ifs': [] } for n in T.nodes() }
+
+ # Create a queue for BFS
+ queue = []
+
+ # Mark the source node as
+ # visited and enqueue it
+ queue.append(s)
+ visited[s] = True
+
+ while queue:
+
+ # Dequeue a vertex from
+ # queue and print it
+ s = queue.pop(0)
+
+ sequence.append(s)
+
+ # Get all adjacent vertices of the
+ # dequeued vertex s.
+ # If an adjacent has not been visited,
+ # then mark it visited and enqueue it
+ for i in T.neighbors(s):
+ if visited[i] == False:
+ queue.append(i)
+ visited[i] = True
+ children[s]['ifs'].append(i)
+
+ return sequence, children
+
+class GMLDataProvider(DataProvider):
+ """!
+ @brief data source for the topology generator.
+ It is really just a wrapper around an networkx MultiGraph
+ that contains ASes and their various interconnections,
+ and at which IXp they happen.
+ """
+ _topofile: str
+ _core_asn: int = -1
+
+ def _setIfId(self, ia: IA, ifid: int ):
+ """
+ This has to be the exact same impl as in Scion Layer.
+ So better refactor these two methods into a Mixin
+ """
+ ifs = set()
+ if ia in self.__if_ids_by_as:
+ ifs = self.__if_ids_by_as[ia]
+
+ v = ifid in ifs
+ ifs.add(ifid)
+ self.__if_ids_by_as[ia] = ifs
+ return v
+
+ def getNextIfId(self, ia: IA ) -> int:
+ """
+ This has to be the exact same impl as in Scion Layer
+ """
+ ifs = set()
+ if ia in self.__if_ids_by_as:
+ ifs = self.__if_ids_by_as[ia]
+
+ if not ifs:
+ ifs.add(0)
+ return 0
+
+ curr = -1
+ last = -1
+
+ def hasSpaceToLeft(i,curr,last):
+ curr=i
+ return curr-last>1
+
+ '''
+ has_space_to_left = lambda i: (
+ curr := i,
+ curr-last>1
+ )'''
+
+ for i in ifs:
+ if hasSpaceToLeft(i,curr,last):
+ ifs.add(last+1)
+ return last+1
+ else:
+ last=i
+
+ ifs.add(last+1)
+ return last+1
+
+ def getASes(self) -> List[int]:
+ """
+ return list of all ASes in the dataset.
+ """
+ return list( map(lambda n: self._aliasASN(n), self._graph.nodes ) )
+
+ def getAttributes(self, _asn: int)->Dict[str,any]:
+
+ real_asn = self._unaliasASN(_asn)
+ return {'type': ScionAutonomousSystem ,
+ 'mhfa': self.getMHFA(_asn),
+ 'latency': 0,
+ 'bandwidth':0,
+ 'mtu': 1500,
+ 'packetDrop': 0,
+ 'note': f'{real_asn}'
+ } # TODO: add 'features/confiiguration': Dict[str,str] here
+
+ # maybe also return the remote AS to which the Interface points
+ # or alternatively provide another method on the data-provider,
+ # that allows for manual translation: IF-Id of AS -> remote AS
+
+ # Maybe add a filter argument to this method:
+ # (actually it would be consequent to replace the _asn argument altogether with a filter)
+ # (The filter would accept an (aliased) edge as input )
+ # i.e. only return Interfaces, realized on a certain IXP-id
+ # or only Interfaces leading to a given remote AS
+ def getASInterfaces(self, _asn: int) ->List[int]:
+ """
+ @param asn Alias ASN
+ """
+
+ asn = self._unaliasASN(_asn)
+ ifids = nx.get_edge_attributes(self._graph,'if_ids')
+ dirs = nx.get_edge_attributes(self._graph,'direction')
+
+ edges = [ ee for ee in self._graph.edges if int(ee[0])==int(asn) or int(ee[1])==int(asn) ]
+
+ interfaces = []
+ for e in edges:
+ ids = ifids[e] if (e in ifids) else ifids[ (e[1],e[0],e[2]) ]
+ dir = dirs[e] if (e in dirs) else dirs[ (e[1],e[0],e[2]) ]
+ interfaces .append( ids[0] if int(dir[0])==int(asn) else ids[1] )
+
+ assert 0 not in interfaces
+ return interfaces
+
+ def _makeGraphScionCapable(self):
+ """
+ SCION PCB are only propagated through transit links from parent to children.
+ So for a set of scion ASes S with a single Core AS C in S,
+ there must exist a directed spanning tree of transit links ,
+ connecting the members of S , rooted at C.
+ Most probably a random sample from a CAIDA dataset will not fullfill this property.
+ This method converts suitable peering links into transit links
+ and changes direction of existing transit links,
+ so that PCBs reach all ASes in S.
+ """
+
+ G = nx.MultiGraph()
+ G.add_nodes_from(self._graph.nodes(data=True))
+ transit_edges = [e for e in self._graph.edges(keys=True,data=True) if e[3]['rel'] == 'customer']
+ G.add_edges_from(transit_edges)
+
+ # remove later
+ for x in zip(G.nodes(data=True),self._graph.nodes(data=True)):
+ assert x[1] == x[0]
+ # def _min_linkage_all(A,B): # returns all shortest links, not just one
+
+ def _min_linkage(A,B) -> Tuple[int,List[int]]: # length, path
+ """
+ A and B are conn components in G
+ Now find the minimal shortest path between any two nodes x in a and y in b in the super graph.
+ """
+ res = (99999,[])
+ for x in A:
+ for y in B:
+ p = nx.shortest_path(self._graph,x,y)
+ cost = len(p)
+ if cost < res[0]:
+ res = (cost,p)
+ if cost ==2:
+ # there is just no shorter path, then start-end
+ break
+ else:
+ continue # only executed if the inner loop did NOT break
+ break # only executed if the inner loop DID break
+ return res
+
+ grafted_edges = [] # list of peering edges which are grafted to transit links
+ # find and connect all components in G (fst is biggest)
+ cns = sorted(nx.connected_components(G), key=len, reverse=True)
+
+ conns = cns
+
+ while len(conns) != 1:
+ a = conns.pop()
+ res = (99999,[],0)
+ for i,b in enumerate(conns):
+ c = _min_linkage(a,b)
+ if c[0]< res[0]:
+ res = (c[0],c[1],i)
+ if res[0] == 2:
+ break
+ else:
+ continue
+
+ # merge a,b and any intermediate nodes 'c' on the path
+
+ # check that c is not already in any component other than a,b (that has more members than just c)
+ b = conns.pop(res[2])
+ if res[0]>2:
+ for x in res[1][1:1:-2]:
+ for c in conns:
+ if x in c:
+ assert len(c)==1
+ conns.pop( conns.index(c))
+ # TODO: add link a-x x-b to G
+ # add x to merged componend a+b+x
+ assert False
+
+ d = a.union( b)
+ # convert peering edge to transit
+ e = [ ed for ed in self._graph.edges(keys=True,data=True) if ed[3]['rel']=='peer' and ed[0] ==res[1][0] and ed[1]==res[1][-1] or ed[1] ==res[1][0] and ed[0]==res[1][-1]][0]
+
+ grafted_edges.append(e)
+ e[3]['rel'] = "customer"
+ G.add_edges_from([e])
+ conns = sorted( conns + [d], key=len, reverse=True)
+
+ assert len(conns[0]) == len(G.nodes())
+ assert nx.is_connected(G)
+ assert nx.is_tree(G)
+
+ # TODO: step I compute spanning tree ST in G
+ # prune any transit edges not in ST to peering links
+ # step II call computeCoreAS()
+ # step II do BFS traversal of ST starting from core AS
+ # flip any edges you traverse against the Parent-Child direction ( swap their 'direction' and 'if_ids' edge attributes in self._graph )
+
+ # this is probably too complicated:
+ # instead just prune all transit links there are in the dataset sample to peering links.
+ # then select a core AS according to betweenness centrality
+ # then compute spanning tree
+ # BFS traverse spanning tree rooted at Core AS , graft traversed edges to transit links,
+ # and correct their direction and if_ids edge attributes to match the direction of traversal.
+ def makeSCIONCapable(self):
+
+
+ _core = self._computeCoreAS()
+
+ T = nx.minimum_spanning_tree(self._graph)
+ core = self._unaliasASN(_core)
+ seq,childs = bfs_traversal(T, core)
+ relations = nx.get_edge_attributes(self._graph,'rel')
+ direct = nx.get_edge_attributes(self._graph,'direction')
+ ifs = nx.get_edge_attributes(self._graph,'if_ids')
+
+ e = [ ed for ed in self._graph.edges(keys=True,data=True) ] #if ed[3]['rel']=='customer'
+
+# self._graph.remove_edge(e[0],e[1],e[2])
+ for ex in e:
+ ex[3]['rel'] = "peer"
+ if (ex[0],ex[1],ex[2]) in relations:
+ relations[(ex[0],ex[1],ex[2])] = 'peer'
+ else:
+ relations[(ex[1],ex[0],ex[2])] = 'peer'
+ # self._graph.add_edges_from([e])
+
+ def modify_edge(e,n,relations,direct,ifs):
+ """
+ 'n' is the current node in the tree traversal,
+ and 'e' is the edge that we are about to traverse next.
+ If the direction of 'e' is against this, it gets flipped.
+ Moreover if the LinkType of the edge is 'peer' is is grafted to 'customer'
+ """
+ e[3]['rel'] = 'customer'
+ if (e[0],e[1],e[2]) in relations:
+ relations[(e[0],e[1],e[2])]='customer'
+ else:
+ relations[(e[1],e[0],e[2])]='customer'
+
+ #dir = e[3]['direction']
+ dir = []
+ if (e[0],e[1],e[2]) in direct:
+ dir = direct[(e[0],e[1],e[2])]
+ else:
+ dir = direct[(e[1],e[0],e[2])]
+
+ # link is traversed against edge direction
+ if dir[0] != int(n):
+ assert dir[1] == int(n)
+ # change edge direction
+
+ new_direction = list( reversed( e[3]['direction']) )
+ new_if_ids = list( reversed( e[3]['if_ids']) )
+ e[3]['if_ids'] = new_if_ids
+ e[3]['direction'] = new_direction
+
+ if (e[0],e[1],e[2]) in direct:
+ direct[(e[0],e[1],e[2])]= new_direction
+ else:
+ direct[(e[1],e[0],e[2])]= new_direction
+
+
+ if (e[0],e[1],e[2]) in ifs:
+ ifs[(e[0],e[1],e[2])]= new_if_ids
+ else:
+ ifs[(e[1],e[0],e[2])]= new_if_ids
+
+ for n in seq:
+ children = childs[n]['ifs']
+ for c in children:
+ edgs = [ ed for ed in self._graph.edges(keys=True,data=True) if (ed[0]==n and ed[1]==c) or (ed[1]==n and ed[0]==c) ]
+ e = edgs[0] # it is sufficient to have one transit edge in the right direction, for beacons to propagate
+
+ modify_edge(e,n,relations,direct,ifs)
+
+ et = [ ed for ed in self._graph.edges(keys=True,data=True) if ed[3]['rel']=='customer']
+ assert len(et)>0
+
+ # TODO: change all peerings links of the core AS to transit links
+ ecp = [ ed for ed in self._graph.edges(keys=True,data=True) if ( (ed[0]==core ) or (ed[1]==core ) ) ] # and ed[3]['rel']=='peer'
+ for eep in ecp:
+
+ modify_edge(eep,core,relations,direct,ifs)
+
+ nx.set_edge_attributes(self._graph,direct,'direction')
+ nx.set_edge_attributes(self._graph,ifs,'if_ids')
+ nx.set_edge_attributes(self._graph,relations,'rel')
+
+ def __init__(self, topofile: str):
+ """
+ @brief reads the topology file that is to be used
+ """
+ self._topofile = topofile
+ self._graph = nx.read_gml(topofile)
+ self.__if_ids_by_as = {}
+ self._mhfas = {}
+
+ self._mapping = { k: i+2 for i,k in enumerate( list( self._graph.nodes() ) ) }
+
+ print( self._mapping)
+
+ nx.relabel_nodes(self._graph, self._mapping )
+
+ #self._makeGraphScionCapable()
+ self.makeSCIONCapable()
+
+ def _computeCoreAS(self) -> int:
+
+ if self._core_asn == -1:
+ btwn = keymap( lambda a: self._aliasASN(a), nx.betweenness_centrality(self._graph) )
+ keys = list(btwn.keys())
+ values = list(btwn.values())
+ sorted_value_index = np.argsort(values)
+ # ATTENTION: this procedure could select an AS with peering links from the dataset,
+ # but core ASes can't have those
+ # return keys[ sorted_value_index[-1] ]
+
+ #sorted_btwn = {keys[i]: values[i] for i in sorted_value_index}
+ # return sorted_btwn[-1]
+
+ # try ASes in descending order or btwn-centrality and select the fst
+ # that is eligible (has no peering links)
+ for i in range(len(keys)):
+ _as = keys[sorted_value_index[-1-i]]
+ v = { r[2] for x in self.getPeers(_as).values() for r in x['ifids'] }
+
+ #if LinkType.Peer not in v:
+ self._core_asn = _as
+ break
+
+ assert self._core_asn!=-1, 'unable to select Core AS in provided dataset. Its probably trash'
+
+
+ return self._core_asn
+
+
+
+ def getCertIssuer(self, asn: int ) ->int:
+ """
+ @param asn Alias ASN
+ """
+
+ assert not self.isCore(asn) # or return 'asn' if it is a Core AS itself
+
+ # return the first best Core AS that asn is connected with
+ #candidates = [ k for (k,v) in self.getPeers(asn).items() if v == LinkType.Transit and ( LinkType.Peer not in self.getPeers(k).values() ) ]
+ #if len(candidates)>0:
+ # return candidates[0]
+ #else:
+ return self._computeCoreAS()
+
+ def isCore(self, asn: int )-> bool:
+ """
+ @brief return whether the AS with this ASN is a CORE AS
+ """
+
+ types = nx.get_node_attributes(self._graph, "type")
+ if types:
+ assert len(types.keys() ) == len(self._graph.nodes()), 'AS type attribute has to be specified for all nodes in the dataset'
+ if asn in types:
+ return types[asn] == "core"
+ else:
+ return False
+ else:
+ # if the graph has no 'type's specified for nodes,
+ # just chose the one with the highest centrality to be a core AS
+
+ return asn == self._computeCoreAS()
+
+
+
+
+ # TODO: also add IXP_ID if known here and remote_IF_ID
+ def getLinkAttributes(self, _asn: int , if_id: int):
+ """
+ @brief return attributes such as Geo-Location, Bandwidth, LinkType,
+ Latency for staticInfoConfig.json that gets included
+ in PCB static metadata extension
+
+ @param asn alias ASN
+ """
+ assert if_id != 0
+ asn = self._unaliasASN(_asn)
+ _as = self._graph.nodes()[asn]
+
+
+
+ # from_id = nx.get_edge_attributes(self._graph, 'if_ids') # not present in .gml :(
+ lat = nx.get_edge_attributes(self._graph, 'latitude')
+ long = nx.get_edge_attributes(self._graph, 'longitude')
+ if_ids = nx.get_edge_attributes( self._graph, 'if_ids')
+ ixp_ids = nx.get_edge_attributes( self._graph, 'ixp_id')
+ dirs = nx.get_edge_attributes( self._graph, 'direction')
+
+ attrib = {'latency': 0,
+ 'bandwidth': 0,
+ 'packetDrop': 0,
+ 'mtu': 0}
+ for e in self._graph.edges(asn,keys=True): #[ee for ee in self._graph.edges if ee[0]==asn or ee[1]==asn ]:
+
+ # _if = from_ifid[e] if asn == e[0] else to_ifid[e]
+
+ ifids = if_ids[e] if ( e in if_ids) else if_ids[(e[1],e[0],e[2]) ]
+ dir = dirs[e] if (e in dirs) else dirs[ (e[1],e[0],e[2]) ]
+ _if = ( ifids[0] if int(dir[0])==int(asn) else ifids[1] )
+
+
+ if _if == if_id:
+ attrib['latitude'] = lat[e] if ( e in lat) else lat[(e[1],e[0],e[2]) ]
+ attrib['longitude'] = long[e] if ( e in long ) else long[(e[1],e[0],e[2]) ]
+ attrib['ixp_id'] = ixp_ids[e] if ( e in ixp_ids ) else ixp_ids[(e[1],e[0],e[2]) ]
+ break
+ assert attrib
+ return attrib
+
+ def getName(self) -> str:
+ """!
+ @brief Get name of this data provider.
+
+ @returns name of the layer.
+ """
+ return "GMLDataProvider({})".format(self._topofile)
+
+ def getPrefixes(self, asn: int) -> List[str]:
+ """!
+ @brief Get list of prefixes announced by the given ASN.
+ @param asn asn.
+
+ @returns list of prefixes.
+ """
+ return ["auto"]
+
+ # why not add the Id of the IX where they peer here
+ # Also why not add a 'count' field in the result here
+ #(its possible to have several links of the same type between two ASes in the same IXP)
+
+ # use Dict[] as value type in the result dict. With i.e. 'count' , 'ifids' as keys
+ # or better make the result dict have the IFIDs as keys and 'rel' as value,
+ # 'count' can then be deduced from the length of the result dict.
+ # The keys of the result dict must be equal to what is returned by getASInterfaces()
+ def getPeers(self, _asn: int) -> Dict[int, Dict[str,Any] ]:
+ """!
+ @brief Get a dict of peer ASNs of the given ASN.
+ @param asn alias ASN.
+
+ @returns dict where key is asn and value is peering relationship.
+ If the relationship is Transit, this means that 'asn' is a provider to its peer.
+ """
+ asn = self._unaliasASN(_asn)
+ peer_ases = {} # return value that maps ASN of peer ASes to dict of link properties like InterfaceIDs and LinkType
+ peering_relations = nx.get_edge_attributes(self._graph, 'rel')
+ ifids = nx.get_edge_attributes(self._graph, 'if_ids')
+ edge_directions = nx.get_edge_attributes(self._graph,'direction')
+ # note that all nx.edge_ attribute maps have the same set of keys (edge tuples)
+
+ for edge in self._graph.edges(asn,keys=True):
+ assert edge[0] == asn
+ peer_asn = edge[1]
+
+ rrel = ""
+ d ={} # currently has keys 'ifids' and 'rightWayRound'
+ # the latter is only relevant for transit links, to distinguish who is customer/provider
+ # the interfaces in 'ifids' will always be in the correct sequence: (A_id,B_id if) the edge is (A,B)
+ dir=()
+
+ if edge in peering_relations:
+ rrel = peering_relations[edge]
+ dir = edge_directions[ edge ]
+ else:
+ edge =(peer_asn,asn,edge[2])
+ rrel = peering_relations[edge]
+ dir = edge_directions[ edge ]
+ assert rrel == "customer" or rrel == "peer" # why not core ?!
+ if peer_asn not in peer_ases:
+ peer_ases[peer_asn] = { 'ifids': [] ,'rightWayRound': []}
+ d = peer_ases[ peer_asn]
+
+ if rrel == "core":
+
+ if int(dir[0])==int(asn):
+ d['ifids'].append( (ifids[edge][0],ifids[edge][1],LinkType.Core) )
+ d['rightWayRound'].append(True)
+ else:
+ d['ifids'].append( (ifids[edge][1],ifids[edge][0],LinkType.Core))
+ d['rightWayRound'].append(False)
+
+ elif rrel == "customer":
+ # TODO FIXME: what is the semantics in caida datasets ?!
+ #A is_customer_of B or A has_customer B
+ # By this implementation it becomes the second.
+
+
+ if int(dir[0])==int(asn):
+ # assert d['rel'] == LinkType.Transit , "cannot mix Transit and peering links between the same two ASes {} - {}".format(asn,peer_asn)
+ d['ifids'].append( (ifids[edge][0],ifids[edge][1],LinkType.Transit) ) # II
+ d['rightWayRound'].append(True)
+ else:
+ peer_ases[peer_asn] = { 'ifids': [], 'rightWayRound': [] }
+ d['ifids'].append( (ifids[edge][1],ifids[edge][0],LinkType.Transit))
+ d['rightWayRound'].append(False)
+
+ elif rrel == "peer":
+
+ if int(dir[0])==int(asn):
+ d['ifids'].append( (ifids[edge][0],ifids[edge][1],LinkType.Peer) ) # III
+ d['rightWayRound'].append(True)
+ else:
+ d['ifids'].append( (ifids[edge][1],ifids[edge][0],LinkType.Peer)) # IV
+ d['rightWayRound'].append(True)
+
+ else:
+ assert False, "invalid Value of LinkType"
+ peer_ases[ peer_asn] =d
+ assert peer_ases, "AS cannot be isolated node without peers"
+ assert asn not in peer_ases, "ASes cannot have self loops"
+ aliased_peer_ases = keymap( lambda k: self._aliasASN(k), peer_ases)
+ return aliased_peer_ases
+
+ def _aliasASN(self,asn) -> int:
+ return self._mapping[asn]
+
+ def _unaliasASN(self, asn) -> int:
+ return list(self._mapping.keys())[ list(self._mapping.values()).index(asn) ]
+
+ def getInternetExchanges(self, _asn: int) -> List[int]:
+ """!
+ @brief Get list of internet exchanges joined by the given ASN.
+ @param asn alias ASN.
+
+ @returns list of tuples of internet exchange ID. Use
+ getInternetExchangeMembers to get other members.
+ """
+ asn = self._unaliasASN(_asn)
+ ixps_by_asn = nx.get_node_attributes(self._graph, 'ixp_presences')
+ joined_ixps = ixps_by_asn[ asn ]
+
+ ixps = nx.get_edge_attributes(self._graph, 'ixp_id')
+ ixpsForAS = set()
+ for edge in self._graph.edges(keys=True): # edge (u,v) ixps (u,v, z)
+ if ( asn == edge[1] or asn == edge[0] ) :
+ ixpid = ixps[edge]
+ ixpsForAS.add(ixpid)
+
+ assert ixpsForAS.issubset(joined_ixps)
+
+ return ixpsForAS
+
+# add from IFID here ?! or Tuple[from_ifdi, to_if_id ]
+ def getInternetExchangeMembers(self, ix_id: int) -> Dict[int, str]:
+ """!
+ @brief Get internet exchange members for given IX ID.
+ @param id internet exchange ID provided by getInternetExchanges.
+
+ @returns dict where key is ASN and value is IP address in the exchange.
+ value can also be 'auto' - > it will be used as an argument to Node::joinNetwork()
+ Note that if an AS has multiple addresses in the IX, only one should be
+ returned.
+ """
+ asn2ip = dict()
+ ixps = nx.get_edge_attributes(self._graph, 'ixp_id')
+
+ # TODO: this is stupid. instead of iterating over the edges, iterate over the ixp map. There are by far less ixps than edges !!
+
+ for edge in self._graph.edges(): # edge (u,v) ixps (u,v, z)
+ candidates = {k: v for k, v in ixps.items() if ( k[0]==edge[0] and k[1] == edge[1] or k[0]==edge[1] and k[1] == edge[0] ) and v == ix_id }
+
+
+ #if ixps[edge] == ix_id:
+ if len(candidates) > 0:
+ if edge[0] not in asn2ip:
+ asn2ip[edge[0]] = "auto"
+
+ if edge[1] not in asn2ip:
+ asn2ip[edge[1]] = "auto"
+
+ ipForAsnInIXP=dict()
+ for edg,v in ixps.items():
+ if v==ix_id:
+ ipForAsnInIXP[edg[0]] = "auto"
+ ipForAsnInIXP[edg[1]] = "auto"
+
+
+ # assert len(asn2ip) > 0
+ # with CAIDA this usually means that 'ix_id' is some non-existent invalid Ix id
+ # However with .gml dataset samples from a bigger CAIDA file,
+ # it is possible that ASes have presences in IXPs in the full caida set,
+ # but the subset of the .gml sample contains no edges,
+ # that are realized in that IXP
+ assert len(ipForAsnInIXP) == len(asn2ip), 'this cant be'
+
+ return keymap( lambda k: self._aliasASN(k) , asn2ip)
+
+ def getInternetExchangePrefix(self, id: int) -> str:
+ """!
+ @brief Get internet exchange peering lan prefix for given IX ID.
+ @param id internet exchange ID provided by getInternetExchanges.
+
+ @returns prefix in cidr format.
+ used for Base::createInternetExchange() by the default generator and can be 'auto'
+ """
+ return "auto" # only possible if there are less than 255 ASes and Ixps
+
+ def _log(self, message: str):
+ """!
+ @brief Log to stderr.
+ """
+ print("==== {}CaidaDataProvider: {}".format(self.getName(), message), file=stderr)
diff --git a/seedemu/generators/providers/Ris.py b/seedemu/generators/providers/Ris.py
index 7c0b2e66f..b2e5f2c1e 100644
--- a/seedemu/generators/providers/Ris.py
+++ b/seedemu/generators/providers/Ris.py
@@ -12,6 +12,9 @@ class Ris(DataProvider):
__cache: Dict[str, Dict[str, Any]]
+ def getASes(self) -> List[int]:
+ return NotImplementedError('') # Help, I dont know how to use RIPE..
+
def __init__(self):
"""!
@brief Create a new RIS data provider.
diff --git a/seedemu/generators/providers/ScionTopoJsonProvider.py b/seedemu/generators/providers/ScionTopoJsonProvider.py
new file mode 100644
index 000000000..9963dbd3c
--- /dev/null
+++ b/seedemu/generators/providers/ScionTopoJsonProvider.py
@@ -0,0 +1,226 @@
+from typing import List, Dict,Tuple
+import networkx as nx
+from . import DataProvider, FromSCIONTopoJSON
+
+from ipaddress import IPv4Network
+from seedemu.layers.Scion import LinkType as ScLinkType
+
+
+def LinkTypeFromTopo(link_type: str, dir: Tuple[int,int] =(-1,-1) ) -> ScLinkType:
+ """
+ @param link_type link-type edge attribute encoded as '{from_asn}#LINK_TYPE#{to_asn}'
+ The ASNs denote the direction in which the link type holds.
+ @param dir the edge (from_ASN, to_ASN) for which the actual LinkType is sought
+ If the link type of edge (A,B) is CHILD, and dir is (B,A) then this method returns 'PARENT'
+ """
+ types = link_type.split('#')
+ if types[1] == "CORE":
+ if dir[0]>0:
+ #same direction
+ if int(types[0]) == dir[0]:
+ return ScLinkType.Core
+ elif int(types[2]) == dir[0]:
+ # opposite edge direction
+ return ScLinkType.Core
+ else:
+ raise AssertionError('invalid edge ')
+ else:
+ return ScLinkType.Core
+ elif types[1] == "CHILD":
+ if dir[0]>1:
+ # same direction
+ if int(types[0]) == dir[0]:
+ assert int(types[2]) == dir[1]
+ return ScLinkType.Transit
+ elif int(types[2]) == dir[0]:
+ # opposite edge direction - relation has to be inverted Child->parent , parent->child
+ assert int(types[0]) == dir[1]
+ return ScLinkType.Transit # actually wrong !!
+ else:
+ raise AssertionError('invalid edge ')
+
+ return ScLinkType.Transit
+
+ elif types[1] == "PARENT":
+
+ return ScLinkType.Transit
+ elif types[1] == "PEER":
+ return ScLinkType.Peer
+
+
+class CrossConnectNetAssigner:
+ def __init__(self, prefix = "10.254.0.0/16"):
+ self.subnet_iter = IPv4Network(prefix).subnets(new_prefix=28)
+ self.xc_nets = {}
+
+ def next_addr(self, asn_a: int, asn_b: int):
+ net = frozenset([asn_a,asn_b])
+ if net not in self.xc_nets:
+ hosts = next(self.subnet_iter).hosts()
+ next(hosts) # Skip first IP (reserved for Docker)
+ self.xc_nets[net] = hosts
+ return "{}/28".format(next(self.xc_nets[net]))
+
+class ScionTopoJsonProvider(DataProvider):
+ """!
+ @brief data source for the topology generator that reads topology.json files from real SCION deployments.
+ Use this to run virtual experiments with your configuration without jeopardising the physical deployment.
+
+ All links between ASes are implementes via XC cross connects.
+
+ It is not complete yet, i.e. link mtu attributes from the file are ignored etc.
+ TODO:
+ - set MTU of the xc{} network to value specified for the corresponding link
+ tricy because the net is only first created in Node::configure() when rendering
+ Might be realised with Hook::postconfigure()
+ loop over all routers , call Node::getCrossConnects() and get the xc net from it
+
+ """
+
+ def __init__(self, filename: str , assigner: CrossConnectNetAssigner = CrossConnectNetAssigner() ):
+ """
+ @brief loads topology from file
+ @param assigner will be used to assign addresses to border routers for cross connections
+ """
+ self._assigner = assigner
+ self._graph = FromSCIONTopoJSON( filename )
+
+ def getAttributes(self, asn: int) -> Dict[str,any]:
+
+ val = self._graph.nodes[asn]
+ return val
+
+ def getSCIONCrossConnects(self, from_asn: int) -> Dict[int, List[ Tuple[str,ScLinkType,Tuple[int,int]]]]:
+ # peerasn -> ListOf: address, LinkType, (IFID_a,IFID_b) # peername can be constructed as 'br{}'.format(IFID_b)
+ cross_connects = {}
+
+ # dict that maps from and to ASNs of a link to the corresponding SCION InterfaceID
+ ifids = nx.get_edge_attributes(self._graph, 'ifids')
+ link_types = nx.get_edge_attributes(self._graph, 'linkAtoB')
+
+
+ for edge in self._graph.edges(from_asn):
+ peer_asn = edge[1]
+ assert peer_asn != from_asn
+ assert edge[0] == from_asn
+ if peer_asn not in cross_connects:
+ cross_connects[peer_asn] = [ ]
+
+ for (k,link_type) in [ (k,v) for (k,v) in link_types.items() if ( k[0] == from_asn and k[1] == peer_asn ) or ( k[1] == from_asn and k[0] == peer_asn )]:
+
+ asifid = ifids[(k[0],k[1],k[2])]
+ from_ifid = asifid[from_asn]
+ to_ifid = asifid[peer_asn]
+
+ type = LinkTypeFromTopo(link_type, (from_asn,peer_asn) )
+
+ cross_connects[peer_asn] .append( ( self._assigner.next_addr(from_asn,peer_asn), type, (from_ifid, to_ifid ) ) )
+
+ return cross_connects
+
+ def getCertIssuer(self, asn: int ) -> int:
+ """
+ @brief return the scion core AS that issues the certificates for the given non-core AS
+ @param ASN of a non-core scion AS
+ """
+ issuer = nx.get_node_attributes(self._graph, 'cert_issuer')
+ ia = nx.get_node_attributes(self._graph,'ia')
+
+ if asn in issuer:
+ iss = issuer[asn]
+ vals = [k for k,v in ia.items() if v == iss ]
+ assert len(vals ) == 1
+ return vals[0]
+ else:
+ assert IndexError('no cert issuer for AS {}'.format(asn))
+
+ def isCore(self, asn: int )-> bool:
+ """
+ @brief is the AS denoted by ASN asn a Core AS ?!
+ """
+ attr = nx.get_node_attributes(self._graph,'core')
+ if asn not in attr:
+ return False
+ else:
+ value = attr[asn]
+ return value
+
+ def getASInterfaces(self, asn: int) ->List[int]:
+ return sum( map(lambda x: [ v[2][0] for v in x ], self.getSCIONCrossConnects(asn).values() ) , [])
+
+ def getLinkAttributes(self, asn: int , if_id: int):
+ assert if_id != 0
+ return {}
+
+ def getASes(self) -> List[int]:
+ """
+ @brief return a list of all the AutonomousSystems there are
+ """
+ return list( self._graph.nodes() )
+
+ def getName(self) -> str:
+ """!
+ @brief Get name of this data provider.
+
+ @returns name of the layer.
+ """
+ return "ScionTopoJsonProvider"
+
+ def getPrefixes(self, asn: int) -> List[str]:
+ """!
+ @brief Get list of prefixes announced by the given ASN.
+ @param asn asn.
+
+ @returns list of prefixes.
+ used for AutonomousSystem::createNetwork() by the generator
+ and thus may be 'auto'
+ """
+ return ["auto"]
+
+ def getPeers(self, asn: int) -> Dict[int, str]: # why not add the Id of the IX where they peer here
+ """!
+ @brief Get a dict of peer ASNs of the given ASN.
+ @param asn asn.
+
+ @returns dict where key is asn and value is peering relationship.
+ the peering relationship is currently used by Ebgp::addPrivatePeering() by the default Generator
+ """
+ return {}
+
+ def getInternetExchanges(self, asn: int) -> List[int]:
+ """!
+ @brief Get list of internet exchanges joined by the given ASN.
+ @param asn asn.
+
+ @returns list of tuples of internet exchange ID. Use
+ getInternetExchangeMembers to get other members.
+ """
+ return []
+
+ def getInternetExchangeMembers(self, id: int) -> Dict[int, str]:
+ """!
+ @brief Get internet exchange members for given IX ID.
+ @param id internet exchange ID provided by getInternetExchanges.
+
+ @returns dict where key is ASN and value is IP address in the exchange.
+ value can also be 'auto' - > it will be used as an argument to Node::joinNetwork()
+ Note that if an AS has multiple addresses in the IX, only one should be
+ returned.
+ """
+ return {}
+
+ def getInternetExchangePrefix(self, id: int) -> str:
+ """!
+ @brief Get internet exchange peering lan prefix for given IX ID.
+ @param id internet exchange ID provided by getInternetExchanges.
+
+ @returns prefix in cidr format.
+ used for Base::createInternetExchange() by the default generator and can be 'auto'
+ """
+ raise NotImplementedError('getInternetExchangeSubnet not implemented.')
+
+ def _log(self, message: str):
+ """!
+ @brief Log to stderr.
+ """
+ print("==== {}DataProvider: {}".format(self.getName(), message))
diff --git a/seedemu/generators/providers/__init__.py b/seedemu/generators/providers/__init__.py
index 0c07961c3..25609179f 100644
--- a/seedemu/generators/providers/__init__.py
+++ b/seedemu/generators/providers/__init__.py
@@ -1,2 +1,8 @@
from .DataProvider import DataProvider
-from .Ris import Ris
\ No newline at end of file
+from .Ris import Ris
+from .FromTopoCAIDA import *
+from .FromScionTopoJson import *
+from .FromTopoInet import *
+from .CaidaDataProvider import *
+from .GMLDataProvider import *
+from .ScionTopoJsonProvider import *
\ No newline at end of file
diff --git a/seedemu/layers/Scion.py b/seedemu/layers/Scion.py
index 6ba896996..4e3a046d8 100644
--- a/seedemu/layers/Scion.py
+++ b/seedemu/layers/Scion.py
@@ -509,6 +509,9 @@ def getNextIfId(ia: IA) -> int:
Scion.__if_ids_by_as[ia] = ifs
return last+1
+ def getXcLinks(self):
+ return self.__links
+
def addXcLink(self, a: Union[IA, Tuple[int, int]], b: Union[IA, Tuple[int, int]],
linkType: LinkType, count: int=1, a_router: str="", b_router: str="",) -> 'Scion':
"""!