Renaming columns using geopandas - issues with data table in Arc
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What I'm trying to achieve:
- Read in an existing ESRI polygon shapefile
- Drop an attribute
- Dissolve by another attribute
- Rename columns
- Reorder columns
- Write out as new shapefile
What works: Drop column and dissolve all work - I've run these steps and written to file. This opens fine in ArcMap, I can identify things, open the attribute table etc. No issues.
Problem: When I rename (not got to the reorder step without error yet) the columns, everything runs fine and I write to file. When then opening the shapefile in ArcMap (10.3.1) I can query layers using the Identify cursor which shows my renamed attributes as they should be BUT when trying to open the attribute table, I get the following message in a window:
Loading table data
Could not load data from the data source. If you can correct the problem, press the refresh button to reload data. Possible problems can include bad network connection, invalid file, etc.
A column was specified that doesn't exists.
A column was specified that doesn't exists.
So, it looks like something is missing or my changes are not being mapped across the shapefile components.
Given a mock version of the data:
# Make a mock geopandas dataframe
import geopandas as gpd
from shapely.geometry import Point, Polygon
from fiona.crs import from_epsg
data = gpd.GeoDataFrame()
# Coordinates of some locations in British National Grid (epsg: 27700)
coordinates1 = [(19.950899, 60.169158), (20.953492, 60.169158), (20.950958, 61.169990), (19.953510, 61.170104)]
coordinates2 = [(21.950899, 60.169158), (22.953492, 60.169158), (22.950958, 61.169990), (21.953510, 61.170104)]
coordinates3 = [(19.99, 60.3), (20.23492, 60.3), (20.23492, 60.8), (19.99, 60.8)]
# Create a Shapely polygon from the coordinate-tuple list
poly1 = Polygon(coordinates1)
poly2 = Polygon(coordinates2)
poly3 = Polygon(coordinates3) # (sits inside polygon 1)
# Add polygon to dataframe
data.loc[0, 'geometry'] = poly1
data.loc[1, 'geometry'] = poly2
data.loc[2, 'geometry'] = poly3
data.loc[0, 'value'] = 1
data.loc[1, 'value'] = 2
data.loc[2, 'value'] = 3
data.loc[0, 'CLASS'] = 'A'
data.loc[1, 'CLASS'] = 'B'
data.loc[2, 'CLASS'] = 'A'
data.loc[0, 'Hazard_Pot'] = 'High'
data.loc[1, 'Hazard_Pot'] = 'Low'
data.loc[2, 'Hazard_Pot'] = 'High'
data["contaminat"]="something"
# Define CRS
data.crs = from_epsg(27700)
## Plot it
#import matplotlib.pyplot as plt
#ax1=data.plot()
#data.loc[[2],'geometry'].plot(ax=ax1, color='red') # plot on top of others
#plt.show()
We'll now dissolve the polygons based on Hazard_Pot
and then rename and reorder things. The problem is with the renaming... What am I missing?
# Drop a column (if writing out file here, does as expected)
data=data.drop(['CLASS'], axis=1)
# Do the dissolve (if writing out file here, does as expected)
data=data.dissolve(by='Hazard_Pot', as_index=False)
# Rename <<< won't work in ArcGIS
data=data.rename(index=str, columns={"Hazard_Pot":"Potential",
"contaminat":"Contam."}) # <<< EDIT: notice the punctuation (noticed following the accepted answer)
# Reorder
data=data[['value',
'Contam.',
'Potential',
'geometry']]
# write to file (creating a new CRS based on the old as per https://gis.stackexchange.com/questions/204201/geopandas-to-file-saves-geodataframe-without-coordinate-system?noredirect=1&lq=1)
ofile='./rename_shape.shp'
data.to_file(ofile, driver='ESRI Shapefile')
python shapefile geopandas
add a comment |
What I'm trying to achieve:
- Read in an existing ESRI polygon shapefile
- Drop an attribute
- Dissolve by another attribute
- Rename columns
- Reorder columns
- Write out as new shapefile
What works: Drop column and dissolve all work - I've run these steps and written to file. This opens fine in ArcMap, I can identify things, open the attribute table etc. No issues.
Problem: When I rename (not got to the reorder step without error yet) the columns, everything runs fine and I write to file. When then opening the shapefile in ArcMap (10.3.1) I can query layers using the Identify cursor which shows my renamed attributes as they should be BUT when trying to open the attribute table, I get the following message in a window:
Loading table data
Could not load data from the data source. If you can correct the problem, press the refresh button to reload data. Possible problems can include bad network connection, invalid file, etc.
A column was specified that doesn't exists.
A column was specified that doesn't exists.
So, it looks like something is missing or my changes are not being mapped across the shapefile components.
Given a mock version of the data:
# Make a mock geopandas dataframe
import geopandas as gpd
from shapely.geometry import Point, Polygon
from fiona.crs import from_epsg
data = gpd.GeoDataFrame()
# Coordinates of some locations in British National Grid (epsg: 27700)
coordinates1 = [(19.950899, 60.169158), (20.953492, 60.169158), (20.950958, 61.169990), (19.953510, 61.170104)]
coordinates2 = [(21.950899, 60.169158), (22.953492, 60.169158), (22.950958, 61.169990), (21.953510, 61.170104)]
coordinates3 = [(19.99, 60.3), (20.23492, 60.3), (20.23492, 60.8), (19.99, 60.8)]
# Create a Shapely polygon from the coordinate-tuple list
poly1 = Polygon(coordinates1)
poly2 = Polygon(coordinates2)
poly3 = Polygon(coordinates3) # (sits inside polygon 1)
# Add polygon to dataframe
data.loc[0, 'geometry'] = poly1
data.loc[1, 'geometry'] = poly2
data.loc[2, 'geometry'] = poly3
data.loc[0, 'value'] = 1
data.loc[1, 'value'] = 2
data.loc[2, 'value'] = 3
data.loc[0, 'CLASS'] = 'A'
data.loc[1, 'CLASS'] = 'B'
data.loc[2, 'CLASS'] = 'A'
data.loc[0, 'Hazard_Pot'] = 'High'
data.loc[1, 'Hazard_Pot'] = 'Low'
data.loc[2, 'Hazard_Pot'] = 'High'
data["contaminat"]="something"
# Define CRS
data.crs = from_epsg(27700)
## Plot it
#import matplotlib.pyplot as plt
#ax1=data.plot()
#data.loc[[2],'geometry'].plot(ax=ax1, color='red') # plot on top of others
#plt.show()
We'll now dissolve the polygons based on Hazard_Pot
and then rename and reorder things. The problem is with the renaming... What am I missing?
# Drop a column (if writing out file here, does as expected)
data=data.drop(['CLASS'], axis=1)
# Do the dissolve (if writing out file here, does as expected)
data=data.dissolve(by='Hazard_Pot', as_index=False)
# Rename <<< won't work in ArcGIS
data=data.rename(index=str, columns={"Hazard_Pot":"Potential",
"contaminat":"Contam."}) # <<< EDIT: notice the punctuation (noticed following the accepted answer)
# Reorder
data=data[['value',
'Contam.',
'Potential',
'geometry']]
# write to file (creating a new CRS based on the old as per https://gis.stackexchange.com/questions/204201/geopandas-to-file-saves-geodataframe-without-coordinate-system?noredirect=1&lq=1)
ofile='./rename_shape.shp'
data.to_file(ofile, driver='ESRI Shapefile')
python shapefile geopandas
data.rename(index=str...
renaming the index to a data type is very strange. Take that part out and report back
– Paul H
Mar 27 at 15:45
I can't share the data but can share the code
and you can share fake data that reproduces the issue
– Paul H
Mar 27 at 15:46
@PaulH i beliveindex=str
is correct syntax, see the examples in help section of rename. But I also think that part is not needed.
– BERA
Mar 27 at 16:10
@BERA Oops - forgot rename could take callables.
– Paul H
Mar 27 at 16:38
add a comment |
What I'm trying to achieve:
- Read in an existing ESRI polygon shapefile
- Drop an attribute
- Dissolve by another attribute
- Rename columns
- Reorder columns
- Write out as new shapefile
What works: Drop column and dissolve all work - I've run these steps and written to file. This opens fine in ArcMap, I can identify things, open the attribute table etc. No issues.
Problem: When I rename (not got to the reorder step without error yet) the columns, everything runs fine and I write to file. When then opening the shapefile in ArcMap (10.3.1) I can query layers using the Identify cursor which shows my renamed attributes as they should be BUT when trying to open the attribute table, I get the following message in a window:
Loading table data
Could not load data from the data source. If you can correct the problem, press the refresh button to reload data. Possible problems can include bad network connection, invalid file, etc.
A column was specified that doesn't exists.
A column was specified that doesn't exists.
So, it looks like something is missing or my changes are not being mapped across the shapefile components.
Given a mock version of the data:
# Make a mock geopandas dataframe
import geopandas as gpd
from shapely.geometry import Point, Polygon
from fiona.crs import from_epsg
data = gpd.GeoDataFrame()
# Coordinates of some locations in British National Grid (epsg: 27700)
coordinates1 = [(19.950899, 60.169158), (20.953492, 60.169158), (20.950958, 61.169990), (19.953510, 61.170104)]
coordinates2 = [(21.950899, 60.169158), (22.953492, 60.169158), (22.950958, 61.169990), (21.953510, 61.170104)]
coordinates3 = [(19.99, 60.3), (20.23492, 60.3), (20.23492, 60.8), (19.99, 60.8)]
# Create a Shapely polygon from the coordinate-tuple list
poly1 = Polygon(coordinates1)
poly2 = Polygon(coordinates2)
poly3 = Polygon(coordinates3) # (sits inside polygon 1)
# Add polygon to dataframe
data.loc[0, 'geometry'] = poly1
data.loc[1, 'geometry'] = poly2
data.loc[2, 'geometry'] = poly3
data.loc[0, 'value'] = 1
data.loc[1, 'value'] = 2
data.loc[2, 'value'] = 3
data.loc[0, 'CLASS'] = 'A'
data.loc[1, 'CLASS'] = 'B'
data.loc[2, 'CLASS'] = 'A'
data.loc[0, 'Hazard_Pot'] = 'High'
data.loc[1, 'Hazard_Pot'] = 'Low'
data.loc[2, 'Hazard_Pot'] = 'High'
data["contaminat"]="something"
# Define CRS
data.crs = from_epsg(27700)
## Plot it
#import matplotlib.pyplot as plt
#ax1=data.plot()
#data.loc[[2],'geometry'].plot(ax=ax1, color='red') # plot on top of others
#plt.show()
We'll now dissolve the polygons based on Hazard_Pot
and then rename and reorder things. The problem is with the renaming... What am I missing?
# Drop a column (if writing out file here, does as expected)
data=data.drop(['CLASS'], axis=1)
# Do the dissolve (if writing out file here, does as expected)
data=data.dissolve(by='Hazard_Pot', as_index=False)
# Rename <<< won't work in ArcGIS
data=data.rename(index=str, columns={"Hazard_Pot":"Potential",
"contaminat":"Contam."}) # <<< EDIT: notice the punctuation (noticed following the accepted answer)
# Reorder
data=data[['value',
'Contam.',
'Potential',
'geometry']]
# write to file (creating a new CRS based on the old as per https://gis.stackexchange.com/questions/204201/geopandas-to-file-saves-geodataframe-without-coordinate-system?noredirect=1&lq=1)
ofile='./rename_shape.shp'
data.to_file(ofile, driver='ESRI Shapefile')
python shapefile geopandas
What I'm trying to achieve:
- Read in an existing ESRI polygon shapefile
- Drop an attribute
- Dissolve by another attribute
- Rename columns
- Reorder columns
- Write out as new shapefile
What works: Drop column and dissolve all work - I've run these steps and written to file. This opens fine in ArcMap, I can identify things, open the attribute table etc. No issues.
Problem: When I rename (not got to the reorder step without error yet) the columns, everything runs fine and I write to file. When then opening the shapefile in ArcMap (10.3.1) I can query layers using the Identify cursor which shows my renamed attributes as they should be BUT when trying to open the attribute table, I get the following message in a window:
Loading table data
Could not load data from the data source. If you can correct the problem, press the refresh button to reload data. Possible problems can include bad network connection, invalid file, etc.
A column was specified that doesn't exists.
A column was specified that doesn't exists.
So, it looks like something is missing or my changes are not being mapped across the shapefile components.
Given a mock version of the data:
# Make a mock geopandas dataframe
import geopandas as gpd
from shapely.geometry import Point, Polygon
from fiona.crs import from_epsg
data = gpd.GeoDataFrame()
# Coordinates of some locations in British National Grid (epsg: 27700)
coordinates1 = [(19.950899, 60.169158), (20.953492, 60.169158), (20.950958, 61.169990), (19.953510, 61.170104)]
coordinates2 = [(21.950899, 60.169158), (22.953492, 60.169158), (22.950958, 61.169990), (21.953510, 61.170104)]
coordinates3 = [(19.99, 60.3), (20.23492, 60.3), (20.23492, 60.8), (19.99, 60.8)]
# Create a Shapely polygon from the coordinate-tuple list
poly1 = Polygon(coordinates1)
poly2 = Polygon(coordinates2)
poly3 = Polygon(coordinates3) # (sits inside polygon 1)
# Add polygon to dataframe
data.loc[0, 'geometry'] = poly1
data.loc[1, 'geometry'] = poly2
data.loc[2, 'geometry'] = poly3
data.loc[0, 'value'] = 1
data.loc[1, 'value'] = 2
data.loc[2, 'value'] = 3
data.loc[0, 'CLASS'] = 'A'
data.loc[1, 'CLASS'] = 'B'
data.loc[2, 'CLASS'] = 'A'
data.loc[0, 'Hazard_Pot'] = 'High'
data.loc[1, 'Hazard_Pot'] = 'Low'
data.loc[2, 'Hazard_Pot'] = 'High'
data["contaminat"]="something"
# Define CRS
data.crs = from_epsg(27700)
## Plot it
#import matplotlib.pyplot as plt
#ax1=data.plot()
#data.loc[[2],'geometry'].plot(ax=ax1, color='red') # plot on top of others
#plt.show()
We'll now dissolve the polygons based on Hazard_Pot
and then rename and reorder things. The problem is with the renaming... What am I missing?
# Drop a column (if writing out file here, does as expected)
data=data.drop(['CLASS'], axis=1)
# Do the dissolve (if writing out file here, does as expected)
data=data.dissolve(by='Hazard_Pot', as_index=False)
# Rename <<< won't work in ArcGIS
data=data.rename(index=str, columns={"Hazard_Pot":"Potential",
"contaminat":"Contam."}) # <<< EDIT: notice the punctuation (noticed following the accepted answer)
# Reorder
data=data[['value',
'Contam.',
'Potential',
'geometry']]
# write to file (creating a new CRS based on the old as per https://gis.stackexchange.com/questions/204201/geopandas-to-file-saves-geodataframe-without-coordinate-system?noredirect=1&lq=1)
ofile='./rename_shape.shp'
data.to_file(ofile, driver='ESRI Shapefile')
python shapefile geopandas
python shapefile geopandas
edited Mar 28 at 8:50
ChrisWills
asked Mar 27 at 15:40
ChrisWillsChrisWills
506
506
data.rename(index=str...
renaming the index to a data type is very strange. Take that part out and report back
– Paul H
Mar 27 at 15:45
I can't share the data but can share the code
and you can share fake data that reproduces the issue
– Paul H
Mar 27 at 15:46
@PaulH i beliveindex=str
is correct syntax, see the examples in help section of rename. But I also think that part is not needed.
– BERA
Mar 27 at 16:10
@BERA Oops - forgot rename could take callables.
– Paul H
Mar 27 at 16:38
add a comment |
data.rename(index=str...
renaming the index to a data type is very strange. Take that part out and report back
– Paul H
Mar 27 at 15:45
I can't share the data but can share the code
and you can share fake data that reproduces the issue
– Paul H
Mar 27 at 15:46
@PaulH i beliveindex=str
is correct syntax, see the examples in help section of rename. But I also think that part is not needed.
– BERA
Mar 27 at 16:10
@BERA Oops - forgot rename could take callables.
– Paul H
Mar 27 at 16:38
data.rename(index=str...
renaming the index to a data type is very strange. Take that part out and report back– Paul H
Mar 27 at 15:45
data.rename(index=str...
renaming the index to a data type is very strange. Take that part out and report back– Paul H
Mar 27 at 15:45
I can't share the data but can share the code
and you can share fake data that reproduces the issue– Paul H
Mar 27 at 15:46
I can't share the data but can share the code
and you can share fake data that reproduces the issue– Paul H
Mar 27 at 15:46
@PaulH i belive
index=str
is correct syntax, see the examples in help section of rename. But I also think that part is not needed.– BERA
Mar 27 at 16:10
@PaulH i belive
index=str
is correct syntax, see the examples in help section of rename. But I also think that part is not needed.– BERA
Mar 27 at 16:10
@BERA Oops - forgot rename could take callables.
– Paul H
Mar 27 at 16:38
@BERA Oops - forgot rename could take callables.
– Paul H
Mar 27 at 16:38
add a comment |
1 Answer
1
active
oldest
votes
Looking at your code I can see two things that Arcmap doesn't like:
- The first one is the space in the field name
"building d"
; - The second one - and the cause of the error - is the
.
in"contaminat":"Contam."
.
I was able to reproduce the error by creating a test file and using your code. Removing the dot "contaminat":"Contam"
solved the problem.
add a comment |
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1 Answer
1
active
oldest
votes
1 Answer
1
active
oldest
votes
active
oldest
votes
active
oldest
votes
Looking at your code I can see two things that Arcmap doesn't like:
- The first one is the space in the field name
"building d"
; - The second one - and the cause of the error - is the
.
in"contaminat":"Contam."
.
I was able to reproduce the error by creating a test file and using your code. Removing the dot "contaminat":"Contam"
solved the problem.
add a comment |
Looking at your code I can see two things that Arcmap doesn't like:
- The first one is the space in the field name
"building d"
; - The second one - and the cause of the error - is the
.
in"contaminat":"Contam."
.
I was able to reproduce the error by creating a test file and using your code. Removing the dot "contaminat":"Contam"
solved the problem.
add a comment |
Looking at your code I can see two things that Arcmap doesn't like:
- The first one is the space in the field name
"building d"
; - The second one - and the cause of the error - is the
.
in"contaminat":"Contam."
.
I was able to reproduce the error by creating a test file and using your code. Removing the dot "contaminat":"Contam"
solved the problem.
Looking at your code I can see two things that Arcmap doesn't like:
- The first one is the space in the field name
"building d"
; - The second one - and the cause of the error - is the
.
in"contaminat":"Contam."
.
I was able to reproduce the error by creating a test file and using your code. Removing the dot "contaminat":"Contam"
solved the problem.
answered Mar 27 at 16:23
Mouad AlamiMouad Alami
1637
1637
add a comment |
add a comment |
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data.rename(index=str...
renaming the index to a data type is very strange. Take that part out and report back– Paul H
Mar 27 at 15:45
I can't share the data but can share the code
and you can share fake data that reproduces the issue– Paul H
Mar 27 at 15:46
@PaulH i belive
index=str
is correct syntax, see the examples in help section of rename. But I also think that part is not needed.– BERA
Mar 27 at 16:10
@BERA Oops - forgot rename could take callables.
– Paul H
Mar 27 at 16:38