This repository contains the data set on the basis of which the statistics and charts in Endor Labs' 2022 State of Dependency Management report have been created.
Starting point are the packages mentioned in Appendices A-H of Census II. Kudos to The Linux Foundation and Harvard’s Lab for Innovation Science for having collected, processed and shared this invaluable data set.
Please use and share this information as you see fit. We would be happy to hear from you about questions, extensions, suggestions or corrections.
The files Appendix_A.csv - Appendix_H.csv correspond to the respective files in the Census II data set.
The first five columns are from the original files, the others have been added as follows:
- Columns
lio_...relate to calls of Libraries.io to get a package's source code repository (if any) and additional infomation, - Columns
cii_...relate to calls of Coreinfrastructure.org to get a package's CII Best Practice entry (if any), - Columns
scorecard_v480_...relate to the computation of the OpenSSF Security Scorecard rating (version v4.8.0), and - Columns
criticality_...relate to the computation of the OpenSSF Project Criticality Score (Beta).
Additional notes:
- A valid repository URL from Libraries.io is a prerequisite for obtaining and computing all the other information, thus, those columns will only be populated if the
lio_repo_urlis non-empty and a HTTP response codelio_repo_url_rcof 200 is received. - Some packages are comprised in multiple Census II appendices.
Appendices_A-H_<count>.csvis a union of those files with<count>unique packages from ecosystems represented with more than 10 packages (maven,pypi,npm,go,nuget,rubygemsandcargo). - Columns marked with asterisk are not further analyzed (yet).
| Column Name | Description |
|---|---|
platform |
Ecosystem (from Census II) |
name |
Package name (from Census II) |
version |
Package version (from Census II, only in files Appendix_E.csv - Appendix_H.csv, None otherwise) |
zscore_combined |
Z-score (from Census II) |
openssf_badge_tiered_percentage |
Tiered percentage of CII entry (historical, as reported by Census II) |
appendix |
The first appendix in which a package is mentioned (only in the union file Appendices_A-H_<count>.csv) |
lio_timestamp |
Timestamp of the request to Libraries.io |
lio_url |
URL of the project in Libraries.io |
lio_rc |
Response code |
lio_rank* |
Rank from Libraries.io |
lio_dependents_count* |
Number of dependents from Libraries.io |
lio_dependent_repos_count* |
Number of dependent repositories from Libraries.io |
lio_repo_url |
URL of the source code repository from Libraries.io |
lio_repo_url_rc |
Return code received when calling lio_repo_url |
cii_timestamp |
Timestamp of request to bestpractices.coreinfrastructure.org to obtain CII Best Practice entry (if any) |
cii_url |
URL used to obtain CII Best Practice info |
cii_rc |
Return code |
cii_updated_at |
CII entry creation |
cii_created_at |
CII entry last modified |
cii_tiered_percentage |
Tiered percentage of CII entry |
scorecard_v480_timestamp |
Timestamp of OpenSSF scorecard computation |
scorecard_v480_score |
Score |
criticality_timestamp |
Timestamp of OpenSSF criticality computation |
criticality_score |
Score |
criticality_dependents_count* |
Number of dependents |
The files maven_... contain dependency and vulnerability information about the Maven packages mentioned in Census II appendices B, D, F and H.
This information has been compiled in the week of October 24, 2022, thus, it does not cover versions or vulnerabilities published thereafter.
The file maven_latest_10_versions.csv contains information about the latest 10 releases of all Maven packages mentioned in Census II (where available, excluding alpha, beta, rc versions etc.). The respective latest version of all packages is contained in maven_latest_version.csv.
Notes:
- Dependency information about each package is obtained by running
mvn org.apache.maven.plugins:maven-dependency-plugin:3.3.0:tree -DoutputType=graphmlon itspom.xml. - Release dates were read from Maven Central.
- Vulnerability information for individual packages is read from OSV.dev
- The number of vulnerabilities is always reported once for all dependency scopes (columns
..._with_test) and once excluding test scope (columns..._wo_test).
| Column Name | Description |
|---|---|
platform |
Ecosystem (from Census II) |
name |
Package name (from Census II) |
version |
Package version (from Census II, only exists for packages taken from appendices E-H) |
major_version |
The major version identifier of version |
release_datetime |
Release date (from Maven Central) |
release_year |
The release year from release_datetime |
deps_count |
Total number of dependencies (computed with maven-dependency-plugin) |
dir_deps_count |
Number of direct dependencies |
trans_deps_count |
Number of transitive dependencies |
max_depth |
Maximum depth of dependency tree |
own_vulns_count |
Number of vulnerabilities in package from OSV.dev |
dep_vulns_hist_count_with_test |
Number of vulnerabilities in dependencies where vulnerability disclosure date < package release date (all dependency scopes) |
dep_vulns_hist_count_wo_test |
Number of vulnerabilities in dependencies where vulnerability disclosure date < package release date (without test scope) |
dep_vulns_count_with_test |
Number of vulnerabilities in dependencies (all dependency scopes) |
dep_vulns_count_wo_test |
Number of vulnerabilities in dependencies (without test scope) |
dep_vulns_low_with_test |
Subset of dep_vulns_count_with_test with low priority |
dep_vulns_low_wo_test |
Subset of dep_vulns_count_wo_test with low priority |
dep_vulns_medium_with_test |
... |
dep_vulns_medium_wo_test |
... |
dep_vulns_high_with_test |
... |
dep_vulns_high_wo_test |
... |
dep_vulns_critical_with_test |
... |
dep_vulns_critical_wo_test |
... |
dep_vulns_unknown_with_test |
... |
dep_vulns_unknown_wo_test |
... |
The file maven_dependency_vulns.csv contains information about vulnerabilities in dependencies. This information is collected by calling OSV for every node in the dependency trees of the Census II packages.
| Column Name | Description |
|---|---|
platform |
Ecosystem |
source_name |
Maven package from Census II |
source_version |
Version identifier |
source_release_datetime |
Release date |
target_name |
The vulnerable dependency |
target_version |
Version identifier |
target_scope |
The scope of the dependency relationship |
vuln |
OSV vulnerability identifier |
alias |
Alias (mostly CVE identifiers) |
path_length |
Path length from package to vulnerable package (0 means that the package itself is vulnerable, 1 means the vulnerability is in a direct dependency of the Census II package) |
cvss_version |
CVSS version |
cvss_base_score |
CVSS Base Score |
cvss_base_severity |
CVSS Base Severity |
The file maven_disclosure_release_delta.csv contains information about vulnerability disclosure dates (read from NVD's REST API) and the patch release dates (read from Maven Central).
For every (target_name, vuln) exist fixed_version_count rows, one for every fix mentioned by OSV. CVE-2020-13956 in some versions of org.apache.httpcomponents:httpclient, for instance, has two fixes 4.5.13 and 5.0.3, thus, there are two rows for every vulnerable occurence of httpclient in the dependency trees of the Census II packages. Even though we only used closest_fix and fix_distance for the report, it could be interesting for other analyses to have the number of fixes per vulnerability and the respective versions.
| Column Name | Description |
|---|---|
platform |
Ecosystem |
source_name |
Maven package from Census II |
source_version |
Version identifier |
source_release_datetime |
Release date |
target_name |
The vulnerable dependency |
target_version |
Version identifier |
target_scope |
The scope of the dependency relationship |
vuln |
OSV vulnerability identifier |
alias |
Alias (mostly CVE identifiers) |
published |
Publication date (preferrably from from NVD, from OSV otherwise) |
fixed_version |
Version identifier of the patch (from OSV) |
fixed_version_count |
Indicates how many fixes are available according to OSV (> 1 if multiple major or minor releases are supported in parallel) |
closest_fix |
The patch version with the smallest distance to the version currently used by the source package |
fix_distance |
The distance from current version to the selected patch version (column closest_fix) in the format index:distance, where index denotes the highest element of the semver versioning scheme requiring a change (0 = major, 1 = minor, 2 = patch, etc.), and distance the delta between the respective current and patch version identifier. Example: The distance between commons-io:2.6 and commons-io:2.7 is 1:1 (i.e., the minor has to be incremented by 1). |
release_date |
Release date of the selected patch version (column closest_fix) |
fixed_version_match |
Indicates how the patch version has been found (exact-match if the version identifier from OSV is identical the one in Maven Central, starts-with if the version identifier in Maven Central starts with the one provided in OSV, and no-match if no version can be found in Maven Central) |
fixed_version_found |
Only populated if previous column is starts-with |
The data set aggregates and remixes data obtained from the following sources:
- Data aggregated by OSV is available under different Creative Commons (CC) licenses
- Data from Libraries.io, authored by Tidelift, is available under CC BY-SA 4.0
- Data from Maven Central has been obtained following their terms of use