library(alcyon)
lineStringMap <- st_read(
system.file(
"extdata", "testdata", "barnsbury", "barnsbury_small_axial_original.mif",
package = "alcyon"
),
geometry_column = 1L, quiet = TRUE
)
axialShapeGraph <- as(lineStringMap, "AxialShapeGraph")
segMap <- axialToSegmentShapeGraph(
axialShapeGraph,
stubRemoval = 0.4
)
plot(segMap[, "Connectivity"])
![](data:image/png;base64,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)
segmentAnalysed <- allToAllTraverse(
segMap,
radii = c("n", "200"),
radiusTraversalType = TraversalType$Metric,
traversalType = TraversalType$Angular,
quantizationWidth = pi / 1024,
includeBetweenness = FALSE
)
plot(segmentAnalysed[, "T1024 Total Depth"])
![](data:image/png;base64,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)
segmentAnalysed <- allToAllTraverse(
segmentAnalysed,
radii = c("n", "100"),
radiusTraversalType = TraversalType$Topological,
traversalType = TraversalType$Topological,
includeBetweenness = FALSE
)
plot(segmentAnalysed[, "Topological Total Length R100 metric"])
![](data:image/png;base64,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)
segmentResult <- allToAllTraverse(
segmentAnalysed,
radii = c("n", "200"),
radiusTraversalType = TraversalType$Metric,
traversalType = TraversalType$Metric,
includeBetweenness = FALSE
)
plot(segmentResult[, "Metric Total Length R200 metric"])
![](data:image/png;base64,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)
segmentAnalysed <- oneToAllTraverse(
segmentAnalysed,
traversalType = TraversalType$Topological,
fromX = 1217.1,
fromY = -1977.3
)
plot(segmentAnalysed[, "Topological Step Depth"])
![](data:image/png;base64,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)
segmentAnalysed <- oneToAllTraverse(
segmentAnalysed,
traversalType = TraversalType$Metric,
fromX = 1217.1,
fromY = -1977.3
)
plot(segmentAnalysed[, "Metric Step Depth"])
![](data:image/png;base64,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)
segmentAnalysed <- oneToAllTraverse(
segmentAnalysed,
traversalType = TraversalType$Angular,
fromX = 1217.1,
fromY = -1977.3,
quantizationWidth = pi / 1024
)
plot(segmentAnalysed[, "Angular Step Depth"])
![](data:image/png;base64,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)
segmentAnalysed <- oneToOneTraverse(
segmentAnalysed,
traversalType = TraversalType$Angular,
fromX = 1217.1,
fromY = -1977.3,
toX = 1017.8,
toY = -1699.3,
quantizationWidth = pi / 1024
)
column <- "Angular Shortest Path Angle"
plot(segmentAnalysed[, column],
col = "lightgray", reset = FALSE
)
plot(segmentAnalysed[
unlist(segmentAnalysed[column]) >= 0,
column
], lwd = 3, add = TRUE)
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)
segmentAnalysed <- oneToOneTraverse(
segmentAnalysed,
traversalType = TraversalType$Metric,
fromX = 1217.1,
fromY = -1977.3,
toX = 1017.8,
toY = -1699.3,
quantizationWidth = pi / 1024
)
column <- "Metric Shortest Path Distance"
plot(segmentAnalysed[, column],
col = "lightgray", reset = FALSE
)
plot(segmentAnalysed[
unlist(segmentAnalysed[column]) >= 0,
column
], lwd = 3, add = TRUE)
![](data:image/png;base64,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)
segmentAnalysed <- oneToOneTraverse(
segmentAnalysed,
traversalType = TraversalType$Topological,
fromX = 1217.1,
fromY = -1977.3,
toX = 1017.8,
toY = -1699.3,
quantizationWidth = pi / 1024
)
column <- "Topological Shortest Path Depth"
plot(segmentAnalysed[, column],
col = "lightgray", reset = FALSE
)
plot(segmentAnalysed[
unlist(segmentAnalysed[column]) >= 0,
column
], lwd = 3, add = TRUE)
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)