From 11c5b98b72d9f2ba81d61881c4ee04ccaea681b0 Mon Sep 17 00:00:00 2001 From: Claudio Maggioni Date: Sat, 6 May 2023 17:12:32 +0200 Subject: [PATCH] report done --- Assignment2_part2/report.pdf | Bin 0 -> 1866330 bytes Assignment2_part2/report/.gitignore | 1 + Assignment2_part2/report/build.sh | 9 +++ Assignment2_part2/report/canvas_any.png | Bin 0 -> 234999 bytes Assignment2_part2/report/canvas_city.png | Bin 0 -> 230890 bytes Assignment2_part2/report/dashboard.png | Bin 0 -> 2550587 bytes Assignment2_part2/report/main.md | 84 +++++++++++++++++++++++ 7 files changed, 94 insertions(+) create mode 100644 Assignment2_part2/report.pdf create mode 100644 Assignment2_part2/report/.gitignore create mode 100755 Assignment2_part2/report/build.sh create mode 100644 Assignment2_part2/report/canvas_any.png create mode 100644 Assignment2_part2/report/canvas_city.png create mode 100644 Assignment2_part2/report/dashboard.png create mode 100644 Assignment2_part2/report/main.md diff --git 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0000000..0f17b05 --- /dev/null +++ b/Assignment2_part2/report/main.md @@ -0,0 +1,84 @@ +--- +author: Claudio Maggioni +title: Visual Analytics -- Assignment 2 -- Part 2 +geometry: margin=2cm,bottom=3cm +--- + +changequote(`{{', `}}') + +# Indexing + +Similarly to part 1 of the assignment, the first step of indexing is to convert +the newly given CSV dataset (stored in `data/restaurants_extended.csv`) into a +JSON-lines file which can be directly used as the HTTP request body of +Elasticsearch document insertion requests. + +The conversion is performed by the script `./convert.sh`. The converted file +is stored in the JSON-lines file `data/restaurants_extended.jsonl`. + +The sources of `./convert.sh` are listed below: + +```shell +include({{../convert.sh}}) +``` + +The only change in the script is the way the field containing the restaurant +location is parsed. In the extended dataset, city, country and continent are in +this field and separated by `/`. The script maps the three values in separate +fields and additionally maps the entire string to an additional `cityRaw` field +which is used in the generation of the runtime field for part 2. + +The sourced of the updated upload script, loading the new index are listed +below: + +```shell +include({{../upload.sh}}) +``` + +Mappings are stored in `mappings.json` and are identical to the ones in Part 1 +other than for the new location fields and their `.keyword` counterparts +similarly generated as the old `city` field. + +9499 documents are imported. + +# Data Visualization + +The Dashboard, Canvas, and requested dependencies (like scripted fields and +stored searched) are stored in the JSON object export file `export.ndjson`. +Screenshot of the Dashboard and Canvas can be found below. + +The scripted field `continent_scripted` has been generated with the following +Painless expression: + +```java +doc['cityRaw.keyword'].value.substring(doc['cityRaw.keyword'].value.lastIndexOf("/") + 1) +``` + +The expression extracts the last portion of the `cityRaw` field, i.e. the +portion of text between the last `/` and the end of the field, which contains +the continent. + + +![Part 2 Dashboard](dashboard.png) + +![Part 2 Canvas with no city selected](canvas_any.png) + +![Part 2 Canvas with a city selected](canvas_city.png) + +# Ingestion Plugin + +Sources for the ingestion plugin can be found in the Gitlab repository: + +[_usi-si-teaching/msde/2022-2023/visual-analytics-atelier/elasticsearch-plugin/ingest-lookup-maggicl_](https://gitlab.com/usi-si-teaching/msde/2022-2023/visual-analytics-atelier/elasticsearch-plugin/ingest-lookup-maggicl). + +The plugin can be built and installed on Elasticsearch with the script +`./install-on-ec.sh` included in the repository by changing the variable +`ES_LOCATION` to the path to the local installation of Elasticsearch. + +The plugin works as illustrated in the `README.md` file in the repository, and +it has been tested with a unit test suite included in its sources. + +The plugin lookup procedure works by splitting the indicated field in words +(non-empty sequences of non-space characters -- according to the PCRE regular +expression specification) and matching each word with the given +substitution map, performing substitutions when needed.

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