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Output plots do not support font family + weird default font #604

Description

@raivivek

Hi,

It appears that my IRKernel setup is not working as expected. The plot appears to be rough and changing the fonts doesn't work as expected. See below.

image

However, after using the function from #559, the plot shows up as it should along with font changes as required which tells me that underlying R is working as expected. I am not sure what could be wrong. Shouldn't the first plot look like the second one anyway?
image

R version 3.5.1 (2018-07-02)
Platform: x86_64-pc-linux-gnu (64-bit)
Running under: Debian GNU/Linux 9 (stretch)

locale:
[1] en_US.UTF-8

attached base packages:
character(0)

other attached packages:
[1] IRdisplay_0.6.2.9000 IRkernel_0.8.14.9000 repr_0.17.9000      

loaded via a namespace (and not attached):
 [1] Rcpp_0.12.19         pillar_1.3.0         compiler_3.5.1      
 [4] plyr_1.8.4           bindr_0.1.1          methods_3.5.1       
 [7] base64enc_0.1-3      utils_3.5.1          tools_3.5.1         
[10] grDevices_3.5.1      digest_0.6.18        uuid_0.1-2          
[13] jsonlite_1.5         evaluate_0.12        tibble_1.4.2        
[16] gtable_0.2.0         pkgconfig_2.0.2      rlang_0.3.0.1       
[19] bindrcpp_0.2.2       withr_2.1.2          dplyr_0.7.8         
[22] RevoUtils_11.0.1     graphics_3.5.1       datasets_3.5.1      
[25] stats_3.5.1          cowplot_0.9.3        grid_3.5.1          
[28] tidyselect_0.2.5     glue_1.3.0           base_3.5.1          
[31] R6_2.3.0             pbdZMQ_0.3-3         ggplot2_3.1.0       
[34] purrr_0.2.5          magrittr_1.5         scales_1.0.0        
[37] htmltools_0.3.6      assertthat_0.2.0     colorspace_1.3-2    
[40] labeling_0.3         RevoUtilsMath_11.0.0 lazyeval_0.2.1      
[43] munsell_0.5.0        crayon_1.3.4         Cairo_1.5-9

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