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Update similarity example for testing #138

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Oct 18, 2024
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77 changes: 66 additions & 11 deletions pkg/example/similarity/main.go
Original file line number Diff line number Diff line change
Expand Up @@ -40,23 +40,78 @@ func main() {
fmt.Println("--------------------------------------------------------")
}

keywords := "Ubuntu 22.04.4 LTS (Jammy Jellyfish) x86_64 SSD"
vmImages := []string{
requirementContent := "Ubuntu 22.04.4 LTS (Jammy Jellyfish) x86_64 HDD"

/*
Example: [AWS] evaluate similarity between keywords and VM OS images
*/
// VM OS images
awsVmOSImages := []string{
"ubuntu/images/hvm-ssd/ubuntu-jammy-22.04-amd64-server-20220609",
"Ubuntu_20.04-x86_64-SQL_2022_Standard-2023.10.16",
"ubuntu/images/hvm-ssd/ubuntu-bionic-18.04-amd64-server-20191002",
}

// Select VM OS image via LevenshteinDistance-based text similarity
delimiters1 := []string{" ", "-", ",", "(", ")", "[", "]", "/"}
// Evaluate similarity between requirementContent and VM OS images
awsRows := evaluateSimilarity(requirementContent, awsVmOSImages)

fmt.Println("[AWS] Requirement Content, Target VM OS Image, Similarity Score")
for _, row := range awsRows {
fmt.Println(row)
}

/*
Example: [Azure] evaluate similarity between keywords and VM OS images from
*/

// VM OS images
azureVmOSImages := []string{
"Debian:debian-10:10:0.20240204.1647",
"Canonical:0001-com-ubuntu-server-jammy:22_04-lts:22.04.202404090",
"Canonical:0001-com-ubuntu-server-focal:20_04-lts:20.04.202404080",
}

// Evaluate similarity between requirementContent and VM OS images
azureRows := evaluateSimilarity(requirementContent, azureVmOSImages)

fmt.Println("[Azure] Requirement Content, Target VM OS Image, Similarity Score")
for _, row := range azureRows {
fmt.Println(row)
}

/*
Example: [GCP] evaluate similarity between keywords and VM OS images from
*/

// VM OS images
gcpVmOSImages := []string{
"debian-10-buster-v20221102",
"ubuntu-2204-jammy-v20240319",
"windows-server-2012-r2-dc-v20221014",
"ubuntu-2004-focal-v20240307b",
"tf-2-15-cu121-v20240417-debian-11",
}

// Evaluate similarity between requirementContent and VM OS images
gcpRows := evaluateSimilarity(requirementContent, gcpVmOSImages)

fmt.Println("[GCP] Requirement Content, Target VM OS Image, Similarity Score")
for _, row := range gcpRows {
fmt.Println(row)
}

}

// VM OS 이미지와 키워드를 비교하는 함수
func evaluateSimilarity(requirementContent string, vmOSImages []string) [][]string {
var rows [][]string
delimiters1 := []string{" ", "-", "_", ",", "(", ")", "[", "]", "/"}
delimiters2 := delimiters1

for _, image := range vmImages {
fmt.Printf("Comparing keywords with VM Image:\n")
fmt.Printf("Keywords: '%s'\n", keywords)
fmt.Printf("VM Image: '%s'\n", image)
score := similarity.CalcResourceSimilarity(keywords, delimiters1, image, delimiters2)
fmt.Printf(" - Similarity Score: %.2f\n", score)
fmt.Println("--------------------------------------------------------")
for _, image := range vmOSImages {
score := similarity.CalcResourceSimilarity(requirementContent, delimiters1, image, delimiters2)
rows = append(rows, []string{requirementContent, image, fmt.Sprintf("%.2f", score)})
}

return rows
}