5.4. Modifying the Network object: Addition¶

This page goes through the process of adding two Network objects together. Available as a jupyter notebook or wiki page.

You can add one network to another. The network you're adding the other network too will be updated with the nodes, link and data from the other network. The process aims to consolidate node and link indexing, for nodes in the same spot and links with the same modes.

This method should only be used with networks that have been generated in the same manner, so two PT2MATSim networks or two GeNet OSM networks, both of which either simplified or not. It is recommended that they are not simplified at the time of adding, as some nodes may have ceased to exist through simplification, possibly leading to a network with weird behaviour, duplicated links (especially when the networks have different density) or connectivity issues.

For now, the method only supports non overlapping services for Schedules, so let's merge two Networks with just graphs.

Below we make two networks from OSM. One a small, but denser subset of the other and add them together.

In [1]:

import importlib_resources

from genet import read_osm

_n_tiny = read_osm(
    "example_data/tiny_example.osm",
    importlib_resources.files("genet") / "configs" / "OSM" / "default_config.yml",
    epsg="epsg:27700",
)
_n_tiny

import importlib_resources from genet import read_osm _n_tiny = read_osm( "example_data/tiny_example.osm", importlib_resources.files("genet") / "configs" / "OSM" / "default_config.yml", epsg="epsg:27700", ) _n_tiny

2022-07-14 15:59:27,733 - Building OSM graph from file example_data/tiny_example.osm
2022-07-14 15:59:27,820 - Creating networkx graph from OSM data
2022-07-14 15:59:27,821 - OSM: Extract Nodes and Paths from OSM data
2022-07-14 15:59:27,847 - OSM: Add each OSM way (aka, path) to the OSM graph
2022-07-14 15:59:27,848 - Created OSM edges
2022-07-14 15:59:27,974 - Added 810 nodes
2022-07-14 15:59:30,482 - Generated 275 link ids.
2022-07-14 15:59:30,553 - Added 275 links
2022-07-14 15:59:30,554 - Deleting isolated nodes which have no edges.
2022-07-14 15:59:30,633 - Removed 634 nodes.

Out[1]:

<Network instance at 140176888271440: with 
graph: Name: Network graph
Type: MultiDiGraph
Number of nodes: 176
Number of edges: 275
Average in degree:   1.5625
Average out degree:   1.5625 and 
schedule Schedule:
Number of services: 0
Number of routes: 0
Number of stops: 0

In [2]:

# _n_tiny.plot()

# _n_tiny.plot()

In [3]:

_n = read_osm(
    "example_data/example.osm",
    importlib_resources.files("genet") / "configs" / "OSM" / "slim_config.yml",
    epsg="epsg:27700",
)
_n

_n = read_osm( "example_data/example.osm", importlib_resources.files("genet") / "configs" / "OSM" / "slim_config.yml", epsg="epsg:27700", ) _n

2022-07-14 15:59:30,750 - Building OSM graph from file example_data/example.osm
2022-07-14 15:59:31,091 - Creating networkx graph from OSM data
2022-07-14 15:59:31,091 - OSM: Extract Nodes and Paths from OSM data
2022-07-14 15:59:31,260 - OSM: Add each OSM way (aka, path) to the OSM graph
2022-07-14 15:59:31,262 - Created OSM edges
2022-07-14 15:59:32,314 - Added 8695 nodes
2022-07-14 15:59:37,207 - Generated 802 link ids.
2022-07-14 15:59:37,399 - Added 802 links
2022-07-14 15:59:37,400 - Deleting isolated nodes which have no edges.
2022-07-14 15:59:37,634 - Removed 8132 nodes.

Out[3]:

<Network instance at 140177000302160: with 
graph: Name: Network graph
Type: MultiDiGraph
Number of nodes: 563
Number of edges: 802
Average in degree:   1.4245
Average out degree:   1.4245 and 
schedule Schedule:
Number of services: 0
Number of routes: 0
Number of stops: 0

In [4]:

# _n.plot()

# _n.plot()

The add method actually adds one Network onto another, rather than create a new instance to save some memory. The Network being added will inherit or change link or node ids depending on the Network it's being added to.

In [5]:

_n.add(_n_tiny)

_n.add(_n_tiny)

2022-07-14 15:59:37,677 - Generated node id 7195968685.
2022-07-14 15:59:37,681 - Changed Link attributes for 1 links
2022-07-14 15:59:37,687 - Changed Link attributes for 0 links
2022-07-14 15:59:37,697 - Changed Node attributes under index: 101998
2022-07-14 15:59:37,700 - Changed Node index from 101998 to 7195968685
2022-07-14 15:59:37,702 - Generated node id 7195968686.
2022-07-14 15:59:37,710 - Changed Link attributes for 2 links
2022-07-14 15:59:37,715 - Changed Link attributes for 2 links
2022-07-14 15:59:37,722 - Changed Node attributes under index: 1684410096
2022-07-14 15:59:37,728 - Changed Node index from 1684410096 to 7195968686
/Users/kasia.kozlowska/PycharmProjects/ABM/genet/genet/utils/graph_operations.py:348: UserWarning: Boolean Series key will be reindexed to match DataFrame index.
  for idx in s2_id_df.dropna()[s2_id_df['right'] != s2_id_df['left']].index]
2022-07-14 15:59:37,736 - Finished consolidating node indexing between the two graphs
2022-07-14 15:59:43,839 - Removed 74 links
2022-07-14 15:59:43,842 - Generated 1 link ids.
2022-07-14 15:59:43,843 - Generated link id 802.
2022-07-14 15:59:43,852 - Changed Link attributes under index: 83
2022-07-14 15:59:43,853 - Changed Link index from 83 to 802
2022-07-14 15:59:43,858 - Generated 1 link ids.
2022-07-14 15:59:43,861 - Generated link id 803.
2022-07-14 15:59:43,875 - Changed Link attributes under index: 86
2022-07-14 15:59:43,876 - Changed Link index from 86 to 803
2022-07-14 15:59:43,879 - Generated 1 link ids.
2022-07-14 15:59:43,882 - Generated link id 804.
2022-07-14 15:59:43,905 - Changed Link attributes under index: 219
2022-07-14 15:59:43,907 - Changed Link index from 219 to 804
2022-07-14 15:59:43,909 - Generated 1 link ids.
2022-07-14 15:59:43,911 - Generated link id 805.
2022-07-14 15:59:43,946 - Changed Link attributes under index: 185
2022-07-14 15:59:43,947 - Changed Link index from 185 to 805
2022-07-14 15:59:43,950 - Generated 1 link ids.
2022-07-14 15:59:43,951 - Generated link id 806.
2022-07-14 15:59:43,980 - Changed Link attributes under index: 113
2022-07-14 15:59:43,981 - Changed Link index from 113 to 806
2022-07-14 15:59:43,985 - Generated 1 link ids.
2022-07-14 15:59:43,992 - Generated link id 807.
2022-07-14 15:59:44,010 - Changed Link attributes under index: 123
2022-07-14 15:59:44,011 - Changed Link index from 123 to 807
2022-07-14 15:59:44,013 - Generated 1 link ids.
2022-07-14 15:59:44,014 - Generated link id 808.
2022-07-14 15:59:44,033 - Changed Link attributes under index: 189
2022-07-14 15:59:44,035 - Changed Link index from 189 to 808
2022-07-14 15:59:44,041 - Generated 1 link ids.
2022-07-14 15:59:44,057 - Generated link id 809.
2022-07-14 15:59:44,070 - Changed Link attributes under index: 237
2022-07-14 15:59:44,076 - Changed Link index from 237 to 809
2022-07-14 15:59:44,079 - Generated 1 link ids.
2022-07-14 15:59:44,080 - Generated link id 810.
2022-07-14 15:59:44,097 - Changed Link attributes under index: 75
2022-07-14 15:59:44,099 - Changed Link index from 75 to 810
2022-07-14 15:59:44,103 - Generated 1 link ids.
2022-07-14 15:59:44,112 - Generated link id 811.
2022-07-14 15:59:44,135 - Changed Link attributes under index: 11
2022-07-14 15:59:44,141 - Changed Link index from 11 to 811
2022-07-14 15:59:44,145 - Generated 1 link ids.
2022-07-14 15:59:44,147 - Generated link id 812.
2022-07-14 15:59:44,166 - Changed Link attributes under index: 18
2022-07-14 15:59:44,168 - Changed Link index from 18 to 812
2022-07-14 15:59:44,171 - Generated 1 link ids.
2022-07-14 15:59:44,177 - Generated link id 813.
2022-07-14 15:59:44,198 - Changed Link attributes under index: 167
2022-07-14 15:59:44,200 - Changed Link index from 167 to 813
2022-07-14 15:59:44,214 - Generated 1 link ids.
2022-07-14 15:59:44,230 - Generated link id 814.
2022-07-14 15:59:44,247 - Changed Link attributes under index: 43
2022-07-14 15:59:44,250 - Changed Link index from 43 to 814
2022-07-14 15:59:44,262 - Generated 1 link ids.
2022-07-14 15:59:44,263 - Generated link id 815.
2022-07-14 15:59:44,281 - Changed Link attributes under index: 223
2022-07-14 15:59:44,282 - Changed Link index from 223 to 815
2022-07-14 15:59:44,284 - Generated 1 link ids.
2022-07-14 15:59:44,286 - Generated link id 816.
2022-07-14 15:59:44,304 - Changed Link attributes under index: 256
2022-07-14 15:59:44,306 - Changed Link index from 256 to 816
2022-07-14 15:59:44,309 - Generated 1 link ids.
2022-07-14 15:59:44,311 - Generated link id 817.
2022-07-14 15:59:44,325 - Changed Link attributes under index: 13
2022-07-14 15:59:44,326 - Changed Link index from 13 to 817
2022-07-14 15:59:44,329 - Generated 1 link ids.
2022-07-14 15:59:44,331 - Generated link id 818.
2022-07-14 15:59:44,344 - Changed Link attributes under index: 165
2022-07-14 15:59:44,346 - Changed Link index from 165 to 818
2022-07-14 15:59:44,350 - Generated 1 link ids.
2022-07-14 15:59:44,354 - Generated link id 819.
2022-07-14 15:59:44,374 - Changed Link attributes under index: 254
2022-07-14 15:59:44,377 - Changed Link index from 254 to 819
2022-07-14 15:59:44,380 - Generated 1 link ids.
2022-07-14 15:59:44,389 - Generated link id 820.
2022-07-14 15:59:44,401 - Changed Link attributes under index: 57
2022-07-14 15:59:44,405 - Changed Link index from 57 to 820
2022-07-14 15:59:44,411 - Generated 1 link ids.
2022-07-14 15:59:44,412 - Generated link id 821.
2022-07-14 15:59:44,431 - Changed Link attributes under index: 12
2022-07-14 15:59:44,433 - Changed Link index from 12 to 821
2022-07-14 15:59:44,436 - Generated 1 link ids.
2022-07-14 15:59:44,440 - Generated link id 822.
2022-07-14 15:59:44,454 - Changed Link attributes under index: 32
2022-07-14 15:59:44,456 - Changed Link index from 32 to 822
2022-07-14 15:59:44,462 - Generated 1 link ids.
2022-07-14 15:59:44,463 - Generated link id 823.
2022-07-14 15:59:44,477 - Changed Link attributes under index: 240
2022-07-14 15:59:44,479 - Changed Link index from 240 to 823
2022-07-14 15:59:44,481 - Generated 1 link ids.
2022-07-14 15:59:44,483 - Generated link id 824.
2022-07-14 15:59:44,492 - Changed Link attributes under index: 262
2022-07-14 15:59:44,495 - Changed Link index from 262 to 824
2022-07-14 15:59:44,499 - Generated 1 link ids.
2022-07-14 15:59:44,501 - Generated link id 825.
2022-07-14 15:59:44,534 - Changed Link attributes under index: 144
2022-07-14 15:59:44,543 - Changed Link index from 144 to 825
2022-07-14 15:59:44,546 - Generated 1 link ids.
2022-07-14 15:59:44,550 - Generated link id 826.
2022-07-14 15:59:44,574 - Changed Link attributes under index: 242
2022-07-14 15:59:44,578 - Changed Link index from 242 to 826
2022-07-14 15:59:44,582 - Generated 1 link ids.
2022-07-14 15:59:44,583 - Generated link id 827.
2022-07-14 15:59:44,606 - Changed Link attributes under index: 173
2022-07-14 15:59:44,616 - Changed Link index from 173 to 827
2022-07-14 15:59:44,622 - Generated 1 link ids.
2022-07-14 15:59:44,646 - Generated link id 828.
2022-07-14 15:59:44,729 - Changed Link attributes under index: 180
2022-07-14 15:59:44,733 - Changed Link index from 180 to 828
2022-07-14 15:59:44,765 - Generated 1 link ids.
2022-07-14 15:59:44,773 - Generated link id 829.
2022-07-14 15:59:44,815 - Changed Link attributes under index: 202
2022-07-14 15:59:44,817 - Changed Link index from 202 to 829
2022-07-14 15:59:44,821 - Generated 1 link ids.
2022-07-14 15:59:44,823 - Generated link id 830.
2022-07-14 15:59:44,848 - Changed Link attributes under index: 92
2022-07-14 15:59:44,850 - Changed Link index from 92 to 830
2022-07-14 15:59:44,866 - Generated 1 link ids.
2022-07-14 15:59:44,869 - Generated link id 831.
2022-07-14 15:59:44,887 - Changed Link attributes under index: 53
2022-07-14 15:59:44,889 - Changed Link index from 53 to 831
2022-07-14 15:59:44,894 - Generated 1 link ids.
2022-07-14 15:59:44,897 - Generated link id 832.
2022-07-14 15:59:44,913 - Changed Link attributes under index: 3
2022-07-14 15:59:44,927 - Changed Link index from 3 to 832
2022-07-14 15:59:44,937 - Generated 1 link ids.
2022-07-14 15:59:44,948 - Generated link id 833.
2022-07-14 15:59:44,960 - Changed Link attributes under index: 198
2022-07-14 15:59:44,961 - Changed Link index from 198 to 833
2022-07-14 15:59:44,964 - Generated 1 link ids.

2022-07-14 15:59:44,966 - Generated link id 834.
2022-07-14 15:59:44,978 - Changed Link attributes under index: 99
2022-07-14 15:59:44,979 - Changed Link index from 99 to 834
2022-07-14 15:59:44,981 - Generated 1 link ids.
2022-07-14 15:59:44,983 - Generated link id 835.
2022-07-14 15:59:44,992 - Changed Link attributes under index: 241
2022-07-14 15:59:44,993 - Changed Link index from 241 to 835
2022-07-14 15:59:44,995 - Generated 1 link ids.
2022-07-14 15:59:44,995 - Generated link id 836.
2022-07-14 15:59:45,005 - Changed Link attributes under index: 48
2022-07-14 15:59:45,007 - Changed Link index from 48 to 836
2022-07-14 15:59:45,009 - Generated 1 link ids.
2022-07-14 15:59:45,010 - Generated link id 837.
2022-07-14 15:59:45,022 - Changed Link attributes under index: 101
2022-07-14 15:59:45,024 - Changed Link index from 101 to 837
2022-07-14 15:59:45,027 - Generated 1 link ids.
2022-07-14 15:59:45,028 - Generated link id 838.
2022-07-14 15:59:45,036 - Changed Link attributes under index: 274
2022-07-14 15:59:45,038 - Changed Link index from 274 to 838
2022-07-14 15:59:45,040 - Generated 1 link ids.
2022-07-14 15:59:45,041 - Generated link id 839.
2022-07-14 15:59:45,048 - Changed Link attributes under index: 269
2022-07-14 15:59:45,049 - Changed Link index from 269 to 839
2022-07-14 15:59:45,050 - Generated 1 link ids.
2022-07-14 15:59:45,052 - Generated link id 840.
2022-07-14 15:59:45,066 - Changed Link attributes under index: 116
2022-07-14 15:59:45,068 - Changed Link index from 116 to 840
2022-07-14 15:59:45,077 - Generated 1 link ids.
2022-07-14 15:59:45,078 - Generated link id 841.
2022-07-14 15:59:45,090 - Changed Link attributes under index: 163
2022-07-14 15:59:45,093 - Changed Link index from 163 to 841
2022-07-14 15:59:45,096 - Generated 1 link ids.
2022-07-14 15:59:45,097 - Generated link id 842.
2022-07-14 15:59:45,115 - Changed Link attributes under index: 182
2022-07-14 15:59:45,116 - Changed Link index from 182 to 842
2022-07-14 15:59:45,120 - Generated 1 link ids.
2022-07-14 15:59:45,128 - Generated link id 843.
2022-07-14 15:59:45,141 - Changed Link attributes under index: 15
2022-07-14 15:59:45,143 - Changed Link index from 15 to 843
2022-07-14 15:59:45,146 - Generated 1 link ids.
2022-07-14 15:59:45,148 - Generated link id 844.
2022-07-14 15:59:45,165 - Changed Link attributes under index: 261
2022-07-14 15:59:45,166 - Changed Link index from 261 to 844
2022-07-14 15:59:45,181 - Generated 1 link ids.
2022-07-14 15:59:45,183 - Generated link id 845.
2022-07-14 15:59:45,200 - Changed Link attributes under index: 5
2022-07-14 15:59:45,206 - Changed Link index from 5 to 845
2022-07-14 15:59:45,214 - Generated 1 link ids.
2022-07-14 15:59:45,216 - Generated link id 846.
2022-07-14 15:59:45,233 - Changed Link attributes under index: 16
2022-07-14 15:59:45,234 - Changed Link index from 16 to 846
2022-07-14 15:59:45,247 - Generated 1 link ids.
2022-07-14 15:59:45,249 - Generated link id 847.
2022-07-14 15:59:45,266 - Changed Link attributes under index: 196
2022-07-14 15:59:45,270 - Changed Link index from 196 to 847
2022-07-14 15:59:45,279 - Generated 1 link ids.
2022-07-14 15:59:45,280 - Generated link id 848.
2022-07-14 15:59:45,293 - Changed Link attributes under index: 222
2022-07-14 15:59:45,294 - Changed Link index from 222 to 848
2022-07-14 15:59:45,296 - Generated 1 link ids.
2022-07-14 15:59:45,297 - Generated link id 849.
2022-07-14 15:59:45,314 - Changed Link attributes under index: 78
2022-07-14 15:59:45,316 - Changed Link index from 78 to 849
2022-07-14 15:59:45,321 - Generated 1 link ids.
2022-07-14 15:59:45,330 - Generated link id 850.
2022-07-14 15:59:45,343 - Changed Link attributes under index: 245
2022-07-14 15:59:45,344 - Changed Link index from 245 to 850
2022-07-14 15:59:45,346 - Generated 1 link ids.
2022-07-14 15:59:45,361 - Generated link id 851.
2022-07-14 15:59:45,380 - Changed Link attributes under index: 156
2022-07-14 15:59:45,381 - Changed Link index from 156 to 851
2022-07-14 15:59:45,384 - Generated 1 link ids.
2022-07-14 15:59:45,385 - Generated link id 852.
2022-07-14 15:59:45,402 - Changed Link attributes under index: 55
2022-07-14 15:59:45,405 - Changed Link index from 55 to 852
2022-07-14 15:59:45,411 - Generated 1 link ids.
2022-07-14 15:59:45,413 - Generated link id 853.
2022-07-14 15:59:45,431 - Changed Link attributes under index: 148
2022-07-14 15:59:45,442 - Changed Link index from 148 to 853
2022-07-14 15:59:45,450 - Generated 1 link ids.
2022-07-14 15:59:45,454 - Generated link id 854.
2022-07-14 15:59:45,471 - Changed Link attributes under index: 88
2022-07-14 15:59:45,476 - Changed Link index from 88 to 854
2022-07-14 15:59:45,480 - Generated 1 link ids.
2022-07-14 15:59:45,481 - Generated link id 855.
2022-07-14 15:59:45,495 - Changed Link attributes under index: 164
2022-07-14 15:59:45,497 - Changed Link index from 164 to 855
2022-07-14 15:59:45,500 - Generated 1 link ids.
2022-07-14 15:59:45,502 - Generated link id 856.
2022-07-14 15:59:45,527 - Changed Link attributes under index: 61
2022-07-14 15:59:45,529 - Changed Link index from 61 to 856
2022-07-14 15:59:45,532 - Generated 1 link ids.
2022-07-14 15:59:45,533 - Generated link id 857.
2022-07-14 15:59:45,544 - Changed Link attributes under index: 66
2022-07-14 15:59:45,546 - Changed Link index from 66 to 857
2022-07-14 15:59:45,550 - Generated 1 link ids.
2022-07-14 15:59:45,553 - Generated link id 858.
2022-07-14 15:59:45,570 - Changed Link attributes under index: 120
2022-07-14 15:59:45,580 - Changed Link index from 120 to 858
2022-07-14 15:59:45,583 - Generated 1 link ids.
2022-07-14 15:59:45,584 - Generated link id 859.
2022-07-14 15:59:45,597 - Changed Link attributes under index: 230
2022-07-14 15:59:45,598 - Changed Link index from 230 to 859
2022-07-14 15:59:45,600 - Generated 1 link ids.
2022-07-14 15:59:45,601 - Generated link id 860.
2022-07-14 15:59:45,618 - Changed Link attributes under index: 4
2022-07-14 15:59:45,619 - Changed Link index from 4 to 860
2022-07-14 15:59:45,630 - Generated 1 link ids.
2022-07-14 15:59:45,632 - Generated link id 861.
2022-07-14 15:59:45,644 - Changed Link attributes under index: 0
2022-07-14 15:59:45,645 - Changed Link index from 0 to 861
2022-07-14 15:59:45,648 - Generated 1 link ids.
2022-07-14 15:59:45,650 - Generated link id 862.
2022-07-14 15:59:45,664 - Changed Link attributes under index: 62
2022-07-14 15:59:45,665 - Changed Link index from 62 to 862
2022-07-14 15:59:45,669 - Generated 1 link ids.
2022-07-14 15:59:45,681 - Generated link id 863.
2022-07-14 15:59:45,697 - Changed Link attributes under index: 186
2022-07-14 15:59:45,698 - Changed Link index from 186 to 863
2022-07-14 15:59:45,701 - Generated 1 link ids.
2022-07-14 15:59:45,713 - Generated link id 864.
2022-07-14 15:59:45,746 - Changed Link attributes under index: 220
2022-07-14 15:59:45,760 - Changed Link index from 220 to 864
2022-07-14 15:59:45,763 - Generated 1 link ids.
2022-07-14 15:59:45,765 - Generated link id 865.
2022-07-14 15:59:45,784 - Changed Link attributes under index: 253
2022-07-14 15:59:45,785 - Changed Link index from 253 to 865
2022-07-14 15:59:45,791 - Generated 1 link ids.
2022-07-14 15:59:45,795 - Generated link id 866.
2022-07-14 15:59:45,808 - Changed Link attributes under index: 59
2022-07-14 15:59:45,811 - Changed Link index from 59 to 866
2022-07-14 15:59:45,817 - Generated 1 link ids.
2022-07-14 15:59:45,818 - Generated link id 867.
2022-07-14 15:59:45,832 - Changed Link attributes under index: 246
2022-07-14 15:59:45,834 - Changed Link index from 246 to 867
2022-07-14 15:59:45,836 - Generated 1 link ids.
2022-07-14 15:59:45,838 - Generated link id 868.
2022-07-14 15:59:45,848 - Changed Link attributes under index: 34
2022-07-14 15:59:45,849 - Changed Link index from 34 to 868
2022-07-14 15:59:45,850 - Generated 1 link ids.
2022-07-14 15:59:45,856 - Generated link id 869.
2022-07-14 15:59:45,865 - Changed Link attributes under index: 158
2022-07-14 15:59:45,865 - Changed Link index from 158 to 869
2022-07-14 15:59:45,867 - Generated 1 link ids.
2022-07-14 15:59:45,869 - Generated link id 870.
2022-07-14 15:59:45,883 - Changed Link attributes under index: 118
2022-07-14 15:59:45,886 - Changed Link index from 118 to 870

2022-07-14 15:59:45,888 - Generated 1 link ids.
2022-07-14 15:59:45,890 - Generated link id 871.
2022-07-14 15:59:45,899 - Changed Link attributes under index: 154
2022-07-14 15:59:45,900 - Changed Link index from 154 to 871
2022-07-14 15:59:45,901 - Generated 1 link ids.
2022-07-14 15:59:45,904 - Generated link id 872.
2022-07-14 15:59:45,914 - Changed Link attributes under index: 125
2022-07-14 15:59:45,915 - Changed Link index from 125 to 872
2022-07-14 15:59:45,917 - Generated 1 link ids.
2022-07-14 15:59:45,918 - Generated link id 873.
2022-07-14 15:59:45,928 - Changed Link attributes under index: 181
2022-07-14 15:59:45,929 - Changed Link index from 181 to 873
2022-07-14 15:59:45,930 - Generated 1 link ids.
2022-07-14 15:59:45,931 - Generated link id 874.
2022-07-14 15:59:45,942 - Changed Link attributes under index: 227
2022-07-14 15:59:45,943 - Changed Link index from 227 to 874
2022-07-14 15:59:45,946 - Generated 1 link ids.
2022-07-14 15:59:45,947 - Generated link id 875.
2022-07-14 15:59:45,956 - Changed Link attributes under index: 152
2022-07-14 15:59:45,957 - Changed Link index from 152 to 875
2022-07-14 15:59:45,958 - Generated 1 link ids.
2022-07-14 15:59:45,960 - Generated link id 876.
2022-07-14 15:59:45,967 - Changed Link attributes under index: 27
2022-07-14 15:59:45,967 - Changed Link index from 27 to 876
2022-07-14 15:59:45,970 - Generated 1 link ids.
2022-07-14 15:59:45,971 - Generated link id 877.
2022-07-14 15:59:45,981 - Changed Link attributes under index: 153
2022-07-14 15:59:45,982 - Changed Link index from 153 to 877
2022-07-14 15:59:45,984 - Generated 1 link ids.
2022-07-14 15:59:45,985 - Generated link id 878.
2022-07-14 15:59:45,996 - Changed Link attributes under index: 30
2022-07-14 15:59:45,997 - Changed Link index from 30 to 878
2022-07-14 15:59:45,998 - Generated 1 link ids.
2022-07-14 15:59:45,999 - Generated link id 879.
2022-07-14 15:59:46,007 - Changed Link attributes under index: 249
2022-07-14 15:59:46,009 - Changed Link index from 249 to 879
2022-07-14 15:59:46,011 - Generated 1 link ids.
2022-07-14 15:59:46,012 - Generated link id 880.
2022-07-14 15:59:46,021 - Changed Link attributes under index: 260
2022-07-14 15:59:46,023 - Changed Link index from 260 to 880
2022-07-14 15:59:46,026 - Generated 1 link ids.
2022-07-14 15:59:46,027 - Generated link id 881.
2022-07-14 15:59:46,036 - Changed Link attributes under index: 188
2022-07-14 15:59:46,039 - Changed Link index from 188 to 881
2022-07-14 15:59:46,042 - Generated 1 link ids.
2022-07-14 15:59:46,043 - Generated link id 882.
2022-07-14 15:59:46,050 - Changed Link attributes under index: 207
2022-07-14 15:59:46,051 - Changed Link index from 207 to 882
2022-07-14 15:59:46,053 - Generated 1 link ids.
2022-07-14 15:59:46,057 - Generated link id 883.
2022-07-14 15:59:46,064 - Changed Link attributes under index: 157
2022-07-14 15:59:46,065 - Changed Link index from 157 to 883
2022-07-14 15:59:46,067 - Generated 1 link ids.
2022-07-14 15:59:46,068 - Generated link id 884.
2022-07-14 15:59:46,077 - Changed Link attributes under index: 226
2022-07-14 15:59:46,078 - Changed Link index from 226 to 884
2022-07-14 15:59:46,079 - Generated 1 link ids.
2022-07-14 15:59:46,080 - Generated link id 885.
2022-07-14 15:59:46,087 - Changed Link attributes under index: 60
2022-07-14 15:59:46,089 - Changed Link index from 60 to 885
2022-07-14 15:59:46,092 - Generated 1 link ids.
2022-07-14 15:59:46,093 - Generated link id 886.
2022-07-14 15:59:46,100 - Changed Link attributes under index: 72
2022-07-14 15:59:46,101 - Changed Link index from 72 to 886
2022-07-14 15:59:46,104 - Generated 1 link ids.
2022-07-14 15:59:46,107 - Generated link id 887.
2022-07-14 15:59:46,114 - Changed Link attributes under index: 268
2022-07-14 15:59:46,115 - Changed Link index from 268 to 887
2022-07-14 15:59:46,117 - Generated 1 link ids.
2022-07-14 15:59:46,118 - Generated link id 888.
2022-07-14 15:59:46,128 - Changed Link attributes under index: 109
2022-07-14 15:59:46,129 - Changed Link index from 109 to 888
2022-07-14 15:59:46,130 - Generated 1 link ids.
2022-07-14 15:59:46,131 - Generated link id 889.
2022-07-14 15:59:46,140 - Changed Link attributes under index: 224
2022-07-14 15:59:46,141 - Changed Link index from 224 to 889
2022-07-14 15:59:46,143 - Generated 1 link ids.
2022-07-14 15:59:46,144 - Generated link id 890.
2022-07-14 15:59:46,153 - Changed Link attributes under index: 38
2022-07-14 15:59:46,155 - Changed Link index from 38 to 890
2022-07-14 15:59:46,158 - Generated 1 link ids.
2022-07-14 15:59:46,159 - Generated link id 891.
2022-07-14 15:59:46,166 - Changed Link attributes under index: 26
2022-07-14 15:59:46,167 - Changed Link index from 26 to 891
2022-07-14 15:59:46,194 - Generated 1 link ids.
2022-07-14 15:59:46,194 - Generated link id 892.
2022-07-14 15:59:46,201 - Changed Link attributes under index: 17
2022-07-14 15:59:46,210 - Changed Link index from 17 to 892
2022-07-14 15:59:46,211 - Generated 1 link ids.
2022-07-14 15:59:46,212 - Generated link id 893.
2022-07-14 15:59:46,222 - Changed Link attributes under index: 239
2022-07-14 15:59:46,224 - Changed Link index from 239 to 893
2022-07-14 15:59:46,228 - Generated 1 link ids.
2022-07-14 15:59:46,230 - Generated link id 894.
2022-07-14 15:59:46,236 - Changed Link attributes under index: 33
2022-07-14 15:59:46,240 - Changed Link index from 33 to 894
2022-07-14 15:59:46,246 - Generated 1 link ids.
2022-07-14 15:59:46,247 - Generated link id 895.
2022-07-14 15:59:46,266 - Changed Link attributes under index: 24
2022-07-14 15:59:46,267 - Changed Link index from 24 to 895
2022-07-14 15:59:46,279 - Generated 1 link ids.
2022-07-14 15:59:46,280 - Generated link id 896.
2022-07-14 15:59:46,293 - Changed Link attributes under index: 139
2022-07-14 15:59:46,295 - Changed Link index from 139 to 896
2022-07-14 15:59:46,297 - Generated 1 link ids.
2022-07-14 15:59:46,299 - Generated link id 897.
2022-07-14 15:59:46,312 - Changed Link attributes under index: 138
2022-07-14 15:59:46,316 - Changed Link index from 138 to 897
2022-07-14 15:59:46,321 - Generated 1 link ids.
2022-07-14 15:59:46,326 - Generated link id 898.
2022-07-14 15:59:46,341 - Changed Link attributes under index: 176
2022-07-14 15:59:46,344 - Changed Link index from 176 to 898
2022-07-14 15:59:46,348 - Generated 1 link ids.
2022-07-14 15:59:46,349 - Generated link id 899.
2022-07-14 15:59:46,361 - Changed Link attributes under index: 218
2022-07-14 15:59:46,362 - Changed Link index from 218 to 899
2022-07-14 15:59:46,364 - Generated 1 link ids.
2022-07-14 15:59:46,368 - Generated link id 900.
2022-07-14 15:59:46,383 - Changed Link attributes under index: 199
2022-07-14 15:59:46,384 - Changed Link index from 199 to 900
2022-07-14 15:59:46,397 - Generated 1 link ids.
2022-07-14 15:59:46,398 - Generated link id 901.
2022-07-14 15:59:46,411 - Changed Link attributes under index: 80
2022-07-14 15:59:46,413 - Changed Link index from 80 to 901
2022-07-14 15:59:46,418 - Generated 1 link ids.
2022-07-14 15:59:46,419 - Generated link id 902.
2022-07-14 15:59:46,434 - Changed Link attributes under index: 31
2022-07-14 15:59:46,443 - Changed Link index from 31 to 902
2022-07-14 15:59:46,449 - Generated 1 link ids.
2022-07-14 15:59:46,459 - Generated link id 903.
2022-07-14 15:59:46,482 - Changed Link attributes under index: 45
2022-07-14 15:59:46,483 - Changed Link index from 45 to 903
2022-07-14 15:59:46,486 - Generated 1 link ids.
2022-07-14 15:59:46,488 - Generated link id 904.
2022-07-14 15:59:46,505 - Changed Link attributes under index: 141
2022-07-14 15:59:46,509 - Changed Link index from 141 to 904
2022-07-14 15:59:46,513 - Generated 1 link ids.
2022-07-14 15:59:46,514 - Generated link id 905.
2022-07-14 15:59:46,529 - Changed Link attributes under index: 121
2022-07-14 15:59:46,531 - Changed Link index from 121 to 905
2022-07-14 15:59:46,533 - Generated 1 link ids.
2022-07-14 15:59:46,534 - Generated link id 906.
2022-07-14 15:59:46,548 - Changed Link attributes under index: 110
2022-07-14 15:59:46,550 - Changed Link index from 110 to 906
2022-07-14 15:59:46,554 - Generated 1 link ids.
2022-07-14 15:59:46,559 - Generated link id 907.
2022-07-14 15:59:46,570 - Changed Link attributes under index: 233

2022-07-14 15:59:46,573 - Changed Link index from 233 to 907
2022-07-14 15:59:46,577 - Generated 1 link ids.
2022-07-14 15:59:46,578 - Generated link id 908.
2022-07-14 15:59:46,585 - Changed Link attributes under index: 114
2022-07-14 15:59:46,591 - Changed Link index from 114 to 908
2022-07-14 15:59:46,595 - Generated 1 link ids.
2022-07-14 15:59:46,596 - Generated link id 909.
2022-07-14 15:59:46,605 - Changed Link attributes under index: 71
2022-07-14 15:59:46,607 - Changed Link index from 71 to 909
2022-07-14 15:59:46,609 - Generated 1 link ids.
2022-07-14 15:59:46,610 - Generated link id 910.
2022-07-14 15:59:46,618 - Changed Link attributes under index: 111
2022-07-14 15:59:46,619 - Changed Link index from 111 to 910
2022-07-14 15:59:46,627 - Generated 1 link ids.
2022-07-14 15:59:46,628 - Generated link id 911.
2022-07-14 15:59:46,634 - Changed Link attributes under index: 149
2022-07-14 15:59:46,640 - Changed Link index from 149 to 911
2022-07-14 15:59:46,642 - Generated 1 link ids.
2022-07-14 15:59:46,643 - Generated link id 912.
2022-07-14 15:59:46,650 - Changed Link attributes under index: 108
2022-07-14 15:59:46,651 - Changed Link index from 108 to 912
2022-07-14 15:59:46,657 - Generated 1 link ids.
2022-07-14 15:59:46,659 - Generated link id 913.
2022-07-14 15:59:46,666 - Changed Link attributes under index: 174
2022-07-14 15:59:46,668 - Changed Link index from 174 to 913
2022-07-14 15:59:46,676 - Generated 1 link ids.
2022-07-14 15:59:46,676 - Generated link id 914.
2022-07-14 15:59:46,683 - Changed Link attributes under index: 124
2022-07-14 15:59:46,685 - Changed Link index from 124 to 914
2022-07-14 15:59:46,691 - Generated 1 link ids.
2022-07-14 15:59:46,692 - Generated link id 915.
2022-07-14 15:59:46,699 - Changed Link attributes under index: 216
2022-07-14 15:59:46,701 - Changed Link index from 216 to 915
2022-07-14 15:59:46,708 - Generated 1 link ids.
2022-07-14 15:59:46,709 - Generated link id 916.
2022-07-14 15:59:46,717 - Changed Link attributes under index: 67
2022-07-14 15:59:46,722 - Changed Link index from 67 to 916
2022-07-14 15:59:46,725 - Generated 1 link ids.
2022-07-14 15:59:46,726 - Generated link id 917.
2022-07-14 15:59:46,738 - Changed Link attributes under index: 132
2022-07-14 15:59:46,741 - Changed Link index from 132 to 917
2022-07-14 15:59:46,745 - Generated 1 link ids.
2022-07-14 15:59:46,760 - Generated link id 918.
2022-07-14 15:59:46,768 - Changed Link attributes under index: 41
2022-07-14 15:59:46,770 - Changed Link index from 41 to 918
2022-07-14 15:59:46,774 - Generated 1 link ids.
2022-07-14 15:59:46,777 - Generated link id 919.
2022-07-14 15:59:46,782 - Changed Link attributes under index: 150
2022-07-14 15:59:46,784 - Changed Link index from 150 to 919
2022-07-14 15:59:46,787 - Generated 1 link ids.
2022-07-14 15:59:46,789 - Generated link id 920.
2022-07-14 15:59:46,801 - Changed Link attributes under index: 36
2022-07-14 15:59:46,804 - Changed Link index from 36 to 920
2022-07-14 15:59:46,810 - Generated 1 link ids.
2022-07-14 15:59:46,811 - Generated link id 921.
2022-07-14 15:59:46,818 - Changed Link attributes under index: 210
2022-07-14 15:59:46,819 - Changed Link index from 210 to 921
2022-07-14 15:59:46,823 - Generated 1 link ids.
2022-07-14 15:59:46,825 - Generated link id 922.
2022-07-14 15:59:46,833 - Changed Link attributes under index: 122
2022-07-14 15:59:46,834 - Changed Link index from 122 to 922
2022-07-14 15:59:46,836 - Generated 1 link ids.
2022-07-14 15:59:46,837 - Generated link id 923.
2022-07-14 15:59:46,847 - Changed Link attributes under index: 46
2022-07-14 15:59:46,848 - Changed Link index from 46 to 923
2022-07-14 15:59:46,850 - Generated 1 link ids.
2022-07-14 15:59:46,851 - Generated link id 924.
2022-07-14 15:59:46,861 - Changed Link attributes under index: 206
2022-07-14 15:59:46,864 - Changed Link index from 206 to 924
2022-07-14 15:59:46,869 - Generated 1 link ids.
2022-07-14 15:59:46,870 - Generated link id 925.
2022-07-14 15:59:46,883 - Changed Link attributes under index: 234
2022-07-14 15:59:46,884 - Changed Link index from 234 to 925
2022-07-14 15:59:46,887 - Generated 1 link ids.
2022-07-14 15:59:46,896 - Generated link id 926.
2022-07-14 15:59:46,915 - Changed Link attributes under index: 272
2022-07-14 15:59:46,916 - Changed Link index from 272 to 926
2022-07-14 15:59:46,918 - Generated 1 link ids.
2022-07-14 15:59:46,928 - Generated link id 927.
2022-07-14 15:59:46,939 - Changed Link attributes under index: 140
2022-07-14 15:59:46,942 - Changed Link index from 140 to 927
2022-07-14 15:59:46,947 - Generated 1 link ids.
2022-07-14 15:59:46,948 - Generated link id 928.
2022-07-14 15:59:46,964 - Changed Link attributes under index: 7
2022-07-14 15:59:46,965 - Changed Link index from 7 to 928
2022-07-14 15:59:46,976 - Generated 1 link ids.
2022-07-14 15:59:46,977 - Generated link id 929.
2022-07-14 15:59:46,990 - Changed Link attributes under index: 137
2022-07-14 15:59:46,993 - Changed Link index from 137 to 929
2022-07-14 15:59:46,995 - Generated 1 link ids.
2022-07-14 15:59:46,996 - Generated link id 930.
2022-07-14 15:59:47,017 - Changed Link attributes under index: 232
2022-07-14 15:59:47,019 - Changed Link index from 232 to 930
2022-07-14 15:59:47,027 - Generated 1 link ids.
2022-07-14 15:59:47,029 - Generated link id 931.
2022-07-14 15:59:47,038 - Changed Link attributes under index: 162
2022-07-14 15:59:47,042 - Changed Link index from 162 to 931
2022-07-14 15:59:47,045 - Generated 1 link ids.
2022-07-14 15:59:47,046 - Generated link id 932.
2022-07-14 15:59:47,054 - Changed Link attributes under index: 107
2022-07-14 15:59:47,055 - Changed Link index from 107 to 932
2022-07-14 15:59:47,060 - Generated 1 link ids.
2022-07-14 15:59:47,061 - Generated link id 933.
2022-07-14 15:59:47,073 - Changed Link attributes under index: 136
2022-07-14 15:59:47,075 - Changed Link index from 136 to 933
2022-07-14 15:59:47,077 - Generated 1 link ids.
2022-07-14 15:59:47,078 - Generated link id 934.
2022-07-14 15:59:47,085 - Changed Link attributes under index: 221
2022-07-14 15:59:47,090 - Changed Link index from 221 to 934
2022-07-14 15:59:47,096 - Generated 1 link ids.
2022-07-14 15:59:47,097 - Generated link id 935.
2022-07-14 15:59:47,105 - Changed Link attributes under index: 65
2022-07-14 15:59:47,105 - Changed Link index from 65 to 935
2022-07-14 15:59:47,108 - Generated 1 link ids.
2022-07-14 15:59:47,111 - Generated link id 936.
2022-07-14 15:59:47,121 - Changed Link attributes under index: 81
2022-07-14 15:59:47,122 - Changed Link index from 81 to 936
2022-07-14 15:59:47,125 - Generated 1 link ids.
2022-07-14 15:59:47,127 - Generated link id 937.
2022-07-14 15:59:47,137 - Changed Link attributes under index: 10
2022-07-14 15:59:47,139 - Changed Link index from 10 to 937
2022-07-14 15:59:47,142 - Generated 1 link ids.
2022-07-14 15:59:47,143 - Generated link id 938.
2022-07-14 15:59:47,151 - Changed Link attributes under index: 127
2022-07-14 15:59:47,153 - Changed Link index from 127 to 938
2022-07-14 15:59:47,159 - Generated 1 link ids.
2022-07-14 15:59:47,160 - Generated link id 939.
2022-07-14 15:59:47,166 - Changed Link attributes under index: 134
2022-07-14 15:59:47,168 - Changed Link index from 134 to 939
2022-07-14 15:59:47,178 - Generated 1 link ids.
2022-07-14 15:59:47,181 - Generated link id 940.
2022-07-14 15:59:47,191 - Changed Link attributes under index: 192
2022-07-14 15:59:47,193 - Changed Link index from 192 to 940
2022-07-14 15:59:47,198 - Generated 1 link ids.
2022-07-14 15:59:47,201 - Generated link id 941.
2022-07-14 15:59:47,213 - Changed Link attributes under index: 208
2022-07-14 15:59:47,214 - Changed Link index from 208 to 941
2022-07-14 15:59:47,217 - Generated 1 link ids.
2022-07-14 15:59:47,225 - Generated link id 942.
2022-07-14 15:59:47,232 - Changed Link attributes under index: 228
2022-07-14 15:59:47,233 - Changed Link index from 228 to 942
2022-07-14 15:59:47,235 - Generated 1 link ids.
2022-07-14 15:59:47,242 - Generated link id 943.
2022-07-14 15:59:47,248 - Changed Link attributes under index: 194
2022-07-14 15:59:47,249 - Changed Link index from 194 to 943
2022-07-14 15:59:47,251 - Generated 1 link ids.
2022-07-14 15:59:47,252 - Generated link id 944.

2022-07-14 15:59:47,267 - Changed Link attributes under index: 22
2022-07-14 15:59:47,269 - Changed Link index from 22 to 944
2022-07-14 15:59:47,277 - Generated 1 link ids.
2022-07-14 15:59:47,278 - Generated link id 945.
2022-07-14 15:59:47,290 - Changed Link attributes under index: 236
2022-07-14 15:59:47,291 - Changed Link index from 236 to 945
2022-07-14 15:59:47,294 - Generated 1 link ids.
2022-07-14 15:59:47,296 - Generated link id 946.
2022-07-14 15:59:47,305 - Changed Link attributes under index: 172
2022-07-14 15:59:47,307 - Changed Link index from 172 to 946
2022-07-14 15:59:47,310 - Generated 1 link ids.
2022-07-14 15:59:47,313 - Generated link id 947.
2022-07-14 15:59:47,323 - Changed Link attributes under index: 178
2022-07-14 15:59:47,327 - Changed Link index from 178 to 947
2022-07-14 15:59:47,330 - Generated 1 link ids.
2022-07-14 15:59:47,331 - Generated link id 948.
2022-07-14 15:59:47,343 - Changed Link attributes under index: 104
2022-07-14 15:59:47,344 - Changed Link index from 104 to 948
2022-07-14 15:59:47,346 - Generated 1 link ids.
2022-07-14 15:59:47,348 - Generated link id 949.
2022-07-14 15:59:47,359 - Changed Link attributes under index: 19
2022-07-14 15:59:47,360 - Changed Link index from 19 to 949
2022-07-14 15:59:47,363 - Generated 1 link ids.
2022-07-14 15:59:47,365 - Generated link id 950.
2022-07-14 15:59:47,378 - Changed Link attributes under index: 20
2022-07-14 15:59:47,379 - Changed Link index from 20 to 950
2022-07-14 15:59:47,384 - Generated 1 link ids.
2022-07-14 15:59:47,388 - Generated link id 951.
2022-07-14 15:59:47,398 - Changed Link attributes under index: 145
2022-07-14 15:59:47,400 - Changed Link index from 145 to 951
2022-07-14 15:59:47,410 - Generated 1 link ids.
2022-07-14 15:59:47,412 - Generated link id 952.
2022-07-14 15:59:47,421 - Changed Link attributes under index: 214
2022-07-14 15:59:47,423 - Changed Link index from 214 to 952
2022-07-14 15:59:47,426 - Generated 1 link ids.
2022-07-14 15:59:47,427 - Generated link id 953.
2022-07-14 15:59:47,435 - Changed Link attributes under index: 252
2022-07-14 15:59:47,438 - Changed Link index from 252 to 953
2022-07-14 15:59:47,441 - Generated 1 link ids.
2022-07-14 15:59:47,442 - Generated link id 954.
2022-07-14 15:59:47,451 - Changed Link attributes under index: 255
2022-07-14 15:59:47,453 - Changed Link index from 255 to 954
2022-07-14 15:59:47,469 - Generated 1 link ids.
2022-07-14 15:59:47,476 - Generated link id 955.
2022-07-14 15:59:47,495 - Changed Link attributes under index: 117
2022-07-14 15:59:47,497 - Changed Link index from 117 to 955
2022-07-14 15:59:47,502 - Generated 1 link ids.
2022-07-14 15:59:47,503 - Generated link id 956.
2022-07-14 15:59:47,528 - Changed Link attributes under index: 8
2022-07-14 15:59:47,540 - Changed Link index from 8 to 956
2022-07-14 15:59:47,545 - Generated 1 link ids.
2022-07-14 15:59:47,547 - Generated link id 957.
2022-07-14 15:59:47,580 - Changed Link attributes under index: 6
2022-07-14 15:59:47,582 - Changed Link index from 6 to 957
2022-07-14 15:59:47,590 - Generated 1 link ids.
2022-07-14 15:59:47,599 - Generated link id 958.
2022-07-14 15:59:47,631 - Changed Link attributes under index: 159
2022-07-14 15:59:47,632 - Changed Link index from 159 to 958
2022-07-14 15:59:47,646 - Generated 1 link ids.
2022-07-14 15:59:47,647 - Generated link id 959.
2022-07-14 15:59:47,691 - Changed Link attributes under index: 112
2022-07-14 15:59:47,698 - Changed Link index from 112 to 959
2022-07-14 15:59:47,710 - Generated 1 link ids.
2022-07-14 15:59:47,732 - Generated link id 960.
2022-07-14 15:59:47,775 - Changed Link attributes under index: 166
2022-07-14 15:59:47,783 - Changed Link index from 166 to 960
2022-07-14 15:59:47,790 - Generated 1 link ids.
2022-07-14 15:59:47,791 - Generated link id 961.
2022-07-14 15:59:47,812 - Changed Link attributes under index: 42
2022-07-14 15:59:47,815 - Changed Link index from 42 to 961
2022-07-14 15:59:47,819 - Generated 1 link ids.
2022-07-14 15:59:47,824 - Generated link id 962.
2022-07-14 15:59:47,835 - Changed Link attributes under index: 95
2022-07-14 15:59:47,838 - Changed Link index from 95 to 962
2022-07-14 15:59:47,845 - Generated 1 link ids.
2022-07-14 15:59:47,846 - Generated link id 963.
2022-07-14 15:59:47,861 - Changed Link attributes under index: 142
2022-07-14 15:59:47,863 - Changed Link index from 142 to 963
2022-07-14 15:59:47,866 - Generated 1 link ids.
2022-07-14 15:59:47,874 - Generated link id 964.
2022-07-14 15:59:47,884 - Changed Link attributes under index: 93
2022-07-14 15:59:47,886 - Changed Link index from 93 to 964
2022-07-14 15:59:47,892 - Generated 1 link ids.
2022-07-14 15:59:47,896 - Generated link id 965.
2022-07-14 15:59:47,908 - Changed Link attributes under index: 94
2022-07-14 15:59:47,911 - Changed Link index from 94 to 965
2022-07-14 15:59:47,926 - Generated 1 link ids.
2022-07-14 15:59:47,947 - Generated link id 966.
2022-07-14 15:59:47,959 - Changed Link attributes under index: 44
2022-07-14 15:59:47,963 - Changed Link index from 44 to 966
2022-07-14 15:59:47,973 - Generated 1 link ids.
2022-07-14 15:59:47,975 - Generated link id 967.
2022-07-14 15:59:47,988 - Changed Link attributes under index: 190
2022-07-14 15:59:47,991 - Changed Link index from 190 to 967
2022-07-14 15:59:47,995 - Generated 1 link ids.
2022-07-14 15:59:47,997 - Generated link id 968.
2022-07-14 15:59:48,007 - Changed Link attributes under index: 264
2022-07-14 15:59:48,009 - Changed Link index from 264 to 968
2022-07-14 15:59:48,012 - Generated 1 link ids.
2022-07-14 15:59:48,014 - Generated link id 969.
2022-07-14 15:59:48,027 - Changed Link attributes under index: 146
2022-07-14 15:59:48,028 - Changed Link index from 146 to 969
2022-07-14 15:59:48,031 - Generated 1 link ids.
2022-07-14 15:59:48,032 - Generated link id 970.
2022-07-14 15:59:48,048 - Changed Link attributes under index: 82
2022-07-14 15:59:48,049 - Changed Link index from 82 to 970
2022-07-14 15:59:48,052 - Generated 1 link ids.
2022-07-14 15:59:48,059 - Generated link id 971.
2022-07-14 15:59:48,068 - Changed Link attributes under index: 69
2022-07-14 15:59:48,073 - Changed Link index from 69 to 971
2022-07-14 15:59:48,077 - Generated 1 link ids.
2022-07-14 15:59:48,077 - Generated link id 972.
2022-07-14 15:59:48,094 - Changed Link attributes under index: 58
2022-07-14 15:59:48,096 - Changed Link index from 58 to 972
2022-07-14 15:59:48,099 - Generated 1 link ids.
2022-07-14 15:59:48,103 - Generated link id 973.
2022-07-14 15:59:48,117 - Changed Link attributes under index: 56
2022-07-14 15:59:48,118 - Changed Link index from 56 to 973
2022-07-14 15:59:48,124 - Generated 1 link ids.
2022-07-14 15:59:48,126 - Generated link id 974.
2022-07-14 15:59:48,133 - Changed Link attributes under index: 171
2022-07-14 15:59:48,135 - Changed Link index from 171 to 974
2022-07-14 15:59:48,138 - Generated 1 link ids.
2022-07-14 15:59:48,143 - Generated link id 975.
2022-07-14 15:59:48,149 - Changed Link attributes under index: 273
2022-07-14 15:59:48,150 - Changed Link index from 273 to 975
2022-07-14 15:59:48,151 - Generated 1 link ids.
2022-07-14 15:59:48,159 - Generated link id 976.
2022-07-14 15:59:48,166 - Changed Link attributes under index: 179
2022-07-14 15:59:48,166 - Changed Link index from 179 to 976
2022-07-14 15:59:48,168 - Generated 1 link ids.
2022-07-14 15:59:48,169 - Generated link id 977.
2022-07-14 15:59:48,182 - Changed Link attributes under index: 170
2022-07-14 15:59:48,183 - Changed Link index from 170 to 977
2022-07-14 15:59:48,186 - Generated 1 link ids.
2022-07-14 15:59:48,192 - Generated link id 978.
2022-07-14 15:59:48,199 - Changed Link attributes under index: 201
2022-07-14 15:59:48,200 - Changed Link index from 201 to 978
2022-07-14 15:59:48,203 - Generated 1 link ids.
2022-07-14 15:59:48,211 - Generated link id 979.
2022-07-14 15:59:48,218 - Changed Link attributes under index: 251
2022-07-14 15:59:48,223 - Changed Link index from 251 to 979
2022-07-14 15:59:48,227 - Generated 1 link ids.
2022-07-14 15:59:48,228 - Generated link id 980.
2022-07-14 15:59:48,235 - Changed Link attributes under index: 40
2022-07-14 15:59:48,247 - Changed Link index from 40 to 980

2022-07-14 15:59:48,250 - Generated 1 link ids.
2022-07-14 15:59:48,253 - Generated link id 981.
2022-07-14 15:59:48,266 - Changed Link attributes under index: 73
2022-07-14 15:59:48,267 - Changed Link index from 73 to 981
2022-07-14 15:59:48,275 - Generated 1 link ids.
2022-07-14 15:59:48,277 - Generated link id 982.
2022-07-14 15:59:48,285 - Changed Link attributes under index: 248
2022-07-14 15:59:48,285 - Changed Link index from 248 to 982
2022-07-14 15:59:48,291 - Generated 1 link ids.
2022-07-14 15:59:48,292 - Generated link id 983.
2022-07-14 15:59:48,299 - Changed Link attributes under index: 212
2022-07-14 15:59:48,300 - Changed Link index from 212 to 983
2022-07-14 15:59:48,302 - Generated 1 link ids.
2022-07-14 15:59:48,304 - Generated link id 984.
2022-07-14 15:59:48,315 - Changed Link attributes under index: 49
2022-07-14 15:59:48,315 - Changed Link index from 49 to 984
2022-07-14 15:59:48,317 - Generated 1 link ids.
2022-07-14 15:59:48,319 - Generated link id 985.
2022-07-14 15:59:48,331 - Changed Link attributes under index: 97
2022-07-14 15:59:48,332 - Changed Link index from 97 to 985
2022-07-14 15:59:48,334 - Generated 1 link ids.
2022-07-14 15:59:48,334 - Generated link id 986.
2022-07-14 15:59:48,345 - Changed Link attributes under index: 21
2022-07-14 15:59:48,346 - Changed Link index from 21 to 986
2022-07-14 15:59:48,348 - Generated 1 link ids.
2022-07-14 15:59:48,348 - Generated link id 987.
2022-07-14 15:59:48,359 - Changed Link attributes under index: 131
2022-07-14 15:59:48,360 - Changed Link index from 131 to 987
2022-07-14 15:59:48,361 - Generated 1 link ids.
2022-07-14 15:59:48,362 - Generated link id 988.
2022-07-14 15:59:48,370 - Changed Link attributes under index: 266
2022-07-14 15:59:48,372 - Changed Link index from 266 to 988
2022-07-14 15:59:48,375 - Generated 1 link ids.
2022-07-14 15:59:48,376 - Generated link id 989.
2022-07-14 15:59:48,382 - Changed Link attributes under index: 14
2022-07-14 15:59:48,382 - Changed Link index from 14 to 989
2022-07-14 15:59:48,384 - Generated 1 link ids.
2022-07-14 15:59:48,386 - Generated link id 990.
2022-07-14 15:59:48,398 - Changed Link attributes under index: 102
2022-07-14 15:59:48,399 - Changed Link index from 102 to 990
2022-07-14 15:59:48,401 - Generated 1 link ids.
2022-07-14 15:59:48,408 - Generated link id 991.
2022-07-14 15:59:48,415 - Changed Link attributes under index: 211
2022-07-14 15:59:48,416 - Changed Link index from 211 to 991
2022-07-14 15:59:48,417 - Generated 1 link ids.
2022-07-14 15:59:48,418 - Generated link id 992.
2022-07-14 15:59:48,430 - Changed Link attributes under index: 2
2022-07-14 15:59:48,431 - Changed Link index from 2 to 992
2022-07-14 15:59:48,433 - Generated 1 link ids.
2022-07-14 15:59:48,434 - Generated link id 993.
2022-07-14 15:59:48,443 - Changed Link attributes under index: 213
2022-07-14 15:59:48,444 - Changed Link index from 213 to 993
2022-07-14 15:59:48,445 - Generated 1 link ids.
2022-07-14 15:59:48,446 - Generated link id 994.
2022-07-14 15:59:48,454 - Changed Link attributes under index: 243
2022-07-14 15:59:48,456 - Changed Link index from 243 to 994
2022-07-14 15:59:48,460 - Generated 1 link ids.
2022-07-14 15:59:48,461 - Generated link id 995.
2022-07-14 15:59:48,471 - Changed Link attributes under index: 133
2022-07-14 15:59:48,477 - Changed Link index from 133 to 995
2022-07-14 15:59:48,481 - Generated 1 link ids.
2022-07-14 15:59:48,483 - Generated link id 996.
2022-07-14 15:59:48,495 - Changed Link attributes under index: 84
2022-07-14 15:59:48,496 - Changed Link index from 84 to 996
2022-07-14 15:59:48,498 - Generated 1 link ids.
2022-07-14 15:59:48,499 - Generated link id 997.
2022-07-14 15:59:48,509 - Changed Link attributes under index: 70
2022-07-14 15:59:48,512 - Changed Link index from 70 to 997
2022-07-14 15:59:48,515 - Generated 1 link ids.
2022-07-14 15:59:48,516 - Generated link id 998.
2022-07-14 15:59:48,527 - Changed Link attributes under index: 64
2022-07-14 15:59:48,528 - Changed Link index from 64 to 998
2022-07-14 15:59:48,530 - Generated 1 link ids.
2022-07-14 15:59:48,531 - Generated link id 999.
2022-07-14 15:59:48,540 - Changed Link attributes under index: 47
2022-07-14 15:59:48,542 - Changed Link index from 47 to 999
2022-07-14 15:59:48,544 - Generated 1 link ids.
2022-07-14 15:59:48,544 - Generated link id 1000.
2022-07-14 15:59:48,551 - Changed Link attributes under index: 258
2022-07-14 15:59:48,552 - Changed Link index from 258 to 1000
2022-07-14 15:59:48,554 - Generated 1 link ids.
2022-07-14 15:59:48,558 - Generated link id 1001.
2022-07-14 15:59:48,569 - Changed Link attributes under index: 161
2022-07-14 15:59:48,571 - Changed Link index from 161 to 1001
2022-07-14 15:59:48,577 - Generated 1 link ids.
2022-07-14 15:59:48,578 - Generated link id 1002.
2022-07-14 15:59:48,584 - Changed Link attributes under index: 9
2022-07-14 15:59:48,585 - Changed Link index from 9 to 1002
2022-07-14 15:59:48,791 - Finished consolidating link indexing between the two graphs
2022-07-14 15:59:48,801 - The following vehicle types clash: {'funicular', 'gondola', 'cablecar', 'ferry', 'rail', 'subway', 'bus', 'tram'}
2022-07-14 15:59:48,802 - Overwrite is on. Vehicle types listed above will be overwritten.

In [6]:

_n

_n

Out[6]:

<Network instance at 140177000302160: with 
graph: Name: Network graph
Type: MultiDiGraph
Number of nodes: 665
Number of edges: 1003
Average in degree:   1.5083
Average out degree:   1.5083 and 
schedule Schedule:
Number of services: 0
Number of routes: 0
Number of stops: 0

In [7]:

# _n.plot()

# _n.plot()