diff --git a/matchcode/tests/__init__.py b/matchcode/tests/__init__.py
index e69de29b..55c388e9 100644
--- a/matchcode/tests/__init__.py
+++ b/matchcode/tests/__init__.py
@@ -0,0 +1,13 @@
+#
+# Copyright (c) nexB Inc. and others. All rights reserved.
+# purldb is a trademark of nexB Inc.
+# SPDX-License-Identifier: Apache-2.0
+# See http://www.apache.org/licenses/LICENSE-2.0 for the license text.
+# See https://github.com/nexB/purldb for support or download.
+# See https://aboutcode.org for more information about nexB OSS projects.
+#
+
+import os 
+
+
+FIXTURES_REGEN = os.environ.get("MATCHCODE_TEST_FIXTURES_REGEN", False)
diff --git a/matchcode/tests/test_api.py b/matchcode/tests/test_api.py
index 8decc568..0ce92322 100644
--- a/matchcode/tests/test_api.py
+++ b/matchcode/tests/test_api.py
@@ -16,6 +16,7 @@
 from matchcode.indexing import index_package_directories
 from matchcode.utils import load_resources_from_scan
 from matchcode.utils import MatchcodeTestCase
+from matchcode.tests import FIXTURES_REGEN
 
 
 class ApproximateDirectoryStructureIndexAPITestCase(MatchcodeTestCase):
diff --git a/matchcode/tests/test_index_packages.py b/matchcode/tests/test_index_packages.py
index c1db948c..c86e0bd7 100644
--- a/matchcode/tests/test_index_packages.py
+++ b/matchcode/tests/test_index_packages.py
@@ -28,6 +28,7 @@
 from matchcode.utils import MatchcodeTestCase
 from packagedb.models import Package
 from packagedb.models import Resource
+from matchcode.tests import FIXTURES_REGEN
 
 
 class IndexPackagesTestCase(MatchcodeTestCase):
diff --git a/matchcode/tests/test_match.py b/matchcode/tests/test_match.py
index 3b12e7d2..e7c5d64b 100644
--- a/matchcode/tests/test_match.py
+++ b/matchcode/tests/test_match.py
@@ -25,6 +25,7 @@
 from matchcode.utils import index_packages_sha1
 from matchcode.utils import load_resources_from_scan
 from matchcode.utils import MatchcodeTestCase
+from matchcode.tests import FIXTURES_REGEN
 
 
 def run_do_match_from_scan(scan_file_location, match_type):
@@ -108,25 +109,25 @@ def test_do_match_package_archive_match(self):
         input_file = self.get_test_loc('models/match-test.json')
         vc = run_do_match_from_scan(input_file, EXACT_PACKAGE_ARCHIVE_MATCH)
         expected = self.get_test_loc('models/match-test-exact-package-results.json')
-        self.check_codebase(vc, expected, regen=False)
+        self.check_codebase(vc, expected, regen=FIXTURES_REGEN)
 
     def test_do_match_approximate_directory_structure_match(self):
         input_file = self.get_test_loc('models/match-test.json')
         vc = run_do_match_from_scan(input_file, APPROXIMATE_DIRECTORY_STRUCTURE_MATCH)
         expected = self.get_test_loc('models/match-test-approximate-directory-structure-results.json')
-        self.check_codebase(vc, expected, regen=False)
+        self.check_codebase(vc, expected, regen=FIXTURES_REGEN)
 
     def test_do_match_approximate_directory_content_match(self):
         input_file = self.get_test_loc('models/match-test.json')
         vc = run_do_match_from_scan(input_file, APPROXIMATE_DIRECTORY_CONTENT_MATCH)
         expected = self.get_test_loc('models/match-test-approximate-directory-content-results.json')
-        self.check_codebase(vc, expected, regen=False)
+        self.check_codebase(vc, expected, regen=FIXTURES_REGEN)
 
     def test_do_match_package_file_match(self):
         input_file = self.get_test_loc('models/match-test.json')
         vc = run_do_match_from_scan(input_file, EXACT_FILE_MATCH)
         expected = self.get_test_loc('models/match-test-exact-file-results.json')
-        self.check_codebase(vc, expected, regen=False)
+        self.check_codebase(vc, expected, regen=FIXTURES_REGEN)
 
 
 class MatchNestedPackagesTestCase(MatchcodeTestCase):
@@ -166,7 +167,7 @@ def test_do_match_approximate_directory_structure_match(self):
         input_file = self.get_test_loc('match/nested/nested.json')
         vc = run_do_match_from_scan(input_file, APPROXIMATE_DIRECTORY_STRUCTURE_MATCH)
         expected = self.get_test_loc('match/nested/nested-expected.json')
-        self.check_codebase(vc, expected, regen=False)
+        self.check_codebase(vc, expected, regen=FIXTURES_REGEN)
 
 
 class MatchUtilityFunctionsTestCase(MatchcodeTestCase):
@@ -275,52 +276,52 @@ def test_match_ApproximateDirectoryStructureIndex_abbrev_1_0_3(self):
         input_file = self.get_test_loc('match/directory-matching/abbrev-1.0.3-i.json')
         vc = run_do_match_from_scan(input_file, APPROXIMATE_DIRECTORY_STRUCTURE_MATCH)
         expected = self.get_test_loc('match/directory-matching/abbrev-1.0.3-i-expected.json')
-        self.check_codebase(vc, expected, regen=False)
+        self.check_codebase(vc, expected, regen=FIXTURES_REGEN)
 
     def test_match_ApproximateDirectoryStructureIndex_abbrev_1_0_4(self):
         input_file = self.get_test_loc('match/directory-matching/abbrev-1.0.4-i.json')
         vc = run_do_match_from_scan(input_file, APPROXIMATE_DIRECTORY_STRUCTURE_MATCH)
         expected = self.get_test_loc('match/directory-matching/abbrev-1.0.4-i-expected.json')
-        self.check_codebase(vc, expected, regen=False)
+        self.check_codebase(vc, expected, regen=FIXTURES_REGEN)
 
     def test_match_ApproximateDirectoryStructureIndex_abbrev_1_0_5(self):
         input_file = self.get_test_loc('match/directory-matching/abbrev-1.0.5-i.json')
         vc = run_do_match_from_scan(input_file, APPROXIMATE_DIRECTORY_STRUCTURE_MATCH)
         expected = self.get_test_loc('match/directory-matching/abbrev-1.0.5-i-expected.json')
-        self.check_codebase(vc, expected, regen=False)
+        self.check_codebase(vc, expected, regen=FIXTURES_REGEN)
 
     def test_match_ApproximateDirectoryStructureIndex_abbrev_1_0_6(self):
         input_file = self.get_test_loc('match/directory-matching/abbrev-1.0.6-i.json')
         vc = run_do_match_from_scan(input_file, APPROXIMATE_DIRECTORY_STRUCTURE_MATCH)
         expected = self.get_test_loc('match/directory-matching/abbrev-1.0.6-i-expected.json')
-        self.check_codebase(vc, expected, regen=False)
+        self.check_codebase(vc, expected, regen=FIXTURES_REGEN)
 
     def test_match_ApproximateDirectoryStructureIndex_abbrev_1_0_7(self):
         input_file = self.get_test_loc('match/directory-matching/abbrev-1.0.7-i.json')
         vc = run_do_match_from_scan(input_file, APPROXIMATE_DIRECTORY_STRUCTURE_MATCH)
         expected = self.get_test_loc('match/directory-matching/abbrev-1.0.7-i-expected.json')
-        self.check_codebase(vc, expected, regen=False)
+        self.check_codebase(vc, expected, regen=FIXTURES_REGEN)
 
     def test_match_ApproximateDirectoryStructureIndex_abbrev_1_0_9(self):
         input_file = self.get_test_loc('match/directory-matching/abbrev-1.0.9-i.json')
         vc = run_do_match_from_scan(input_file, APPROXIMATE_DIRECTORY_STRUCTURE_MATCH)
         expected = self.get_test_loc('match/directory-matching/abbrev-1.0.9-i-expected.json')
-        self.check_codebase(vc, expected, regen=False)
+        self.check_codebase(vc, expected, regen=FIXTURES_REGEN)
 
     def test_match_ApproximateDirectoryStructureIndex_abbrev_1_1_0(self):
         input_file = self.get_test_loc('match/directory-matching/abbrev-1.1.0-i.json')
         vc = run_do_match_from_scan(input_file, APPROXIMATE_DIRECTORY_STRUCTURE_MATCH)
         expected = self.get_test_loc('match/directory-matching/abbrev-1.1.0-i-expected.json')
-        self.check_codebase(vc, expected, regen=False)
+        self.check_codebase(vc, expected, regen=FIXTURES_REGEN)
 
     def test_match_ApproximateDirectoryStructureIndex_abbrev_1_1_1(self):
         input_file = self.get_test_loc('match/directory-matching/abbrev-1.1.1-i.json')
         vc = run_do_match_from_scan(input_file, APPROXIMATE_DIRECTORY_STRUCTURE_MATCH)
         expected = self.get_test_loc('match/directory-matching/abbrev-1.1.1-i-expected.json')
-        self.check_codebase(vc, expected, regen=False)
+        self.check_codebase(vc, expected, regen=FIXTURES_REGEN)
 
     def test_match_ApproximateDirectoryStructureIndex_get_stdin_3_0_2(self):
         input_file = self.get_test_loc('match/directory-matching/get-stdin-3.0.2-i.json')
         vc = run_do_match_from_scan(input_file, APPROXIMATE_DIRECTORY_STRUCTURE_MATCH)
         expected = self.get_test_loc('match/directory-matching/get-stdin-3.0.2-i-expected.json')
-        self.check_codebase(vc, expected, regen=False)
+        self.check_codebase(vc, expected, regen=FIXTURES_REGEN)
diff --git a/matchcode/tests/test_models.py b/matchcode/tests/test_models.py
index 5e5744f7..3df9794c 100644
--- a/matchcode/tests/test_models.py
+++ b/matchcode/tests/test_models.py
@@ -25,6 +25,7 @@
 from matchcode.utils import index_package_files_sha1
 from matchcode.utils import load_resources_from_scan
 from matchcode.utils import MatchcodeTestCase
+from matchcode.tests import FIXTURES_REGEN
 
 
 EXACT_PACKAGE_ARCHIVE_MATCH = 0
@@ -127,7 +128,7 @@ def test_ExactFileIndex_match(self):
             resource.save(codebase)
 
         expected = self.get_test_loc('models/exact-file-matching-standalone-test-results.json')
-        self.check_codebase(codebase, expected, regen=False)
+        self.check_codebase(codebase, expected, regen=FIXTURES_REGEN)
 
 
 class ApproximateDirectoryMatchingIndexModelTestCase(MatchcodeTestCase):
@@ -184,7 +185,7 @@ def test_ApproximateDirectoryStructureIndex_match_subdir(self):
                 resource.save(codebase)
 
         expected = self.get_test_loc('models/directory-matching/async-0.2.9-i-expected-structure.json')
-        self.check_codebase(codebase, expected, regen=False)
+        self.check_codebase(codebase, expected, regen=FIXTURES_REGEN)
 
     def test_ApproximateDirectoryContentIndex_match_subdir(self):
         scan_location = self.get_test_loc('models/directory-matching/async-0.2.9-i.json')
@@ -207,7 +208,7 @@ def test_ApproximateDirectoryContentIndex_match_subdir(self):
                 resource.save(codebase)
 
         expected = self.get_test_loc('models/directory-matching/async-0.2.9-i-expected-content.json')
-        self.check_codebase(codebase, expected, regen=False)
+        self.check_codebase(codebase, expected, regen=FIXTURES_REGEN)
 
 
 class MatchcodeModelUtilsTestCase(MatchcodeTestCase):
diff --git a/matchcode/utils.py b/matchcode/utils.py
index c0427e5b..35fbc4f6 100644
--- a/matchcode/utils.py
+++ b/matchcode/utils.py
@@ -21,6 +21,8 @@
 
 from matchcode_toolkit.fingerprinting import hexstring_to_binarray
 
+from matchcode.tests import FIXTURES_REGEN
+
 
 ############## TEST UTILITIES ##############
 """
@@ -48,7 +50,7 @@ def get_test_loc(cls, path):
 
 class CodebaseTester(object):
     def check_codebase(self, codebase, expected_codebase_json_loc,
-                       regen=False, remove_file_date=True):
+                       regen=FIXTURES_REGEN, remove_file_date=True):
         """
         Check the Resources of the `codebase` Codebase objects are the same
         as the data in the `expected_codebase_json_loc` JSON file location,
diff --git a/minecode/mappers/apache.py b/minecode/mappers/apache.py
index 2496e3cd..4b3f6891 100644
--- a/minecode/mappers/apache.py
+++ b/minecode/mappers/apache.py
@@ -55,10 +55,10 @@ def get_packages(self, uri, resource_uri):
         package version.
         """
         metadata = json.loads(resource_uri.data, object_pairs_hook=OrderedDict)
-        return build_packages_from_projects(metadata)
+        return build_packages_from_projects(metadata, uri=uri)
 
 
-def build_packages_from_projects(metadata):
+def build_packages_from_projects(metadata, uri=None):
     """
     Yield Package built from Apache a `metadata` mapping
     which is a dictionary keyed by project name and values are project_metadata.
@@ -70,6 +70,7 @@ def build_packages_from_projects(metadata):
         descriptions = [d for d in (short_desc, long_desc) if d and d.strip()]
         description = '\n'.join(descriptions)
         common_data = dict(
+            datasource_id="apache_json",
             type='apache',
             name=project_name,
             description=description,
@@ -96,7 +97,7 @@ def build_packages_from_projects(metadata):
             parties = common_data.get('parties')
             if not parties:
                 common_data['parties'] = []
-            common_data['parties'].append(party)
+            common_data['parties'].append(party.to_dict())
 
         # license is just a URL in the json file, for example:
         # http://usefulinc.com/doap/licenses/asl20
@@ -127,10 +128,16 @@ def build_packages_from_projects(metadata):
                     rdata['release_date'] = parse_date(release.get('created'))
                 else:
                     logger.warn('Unexpected date format for release date: {}'.format(release.get('created')))
-                package = scan_models.Package(**rdata)
+                package = scan_models.Package.from_package_data(
+                    package_data=rdata,
+                    datafile_path=uri,
+                )
                 yield package
         else:
-            package = scan_models.Package(**common_data)
+            package = scan_models.Package.from_package_data(
+                    package_data=common_data,
+                    datafile_path=uri,
+                )
             yield package
 
 
diff --git a/minecode/mappers/bower.py b/minecode/mappers/bower.py
index 63c614c6..5567bf3a 100644
--- a/minecode/mappers/bower.py
+++ b/minecode/mappers/bower.py
@@ -55,7 +55,7 @@ def build_packages_from_jsonfile(metadata, uri=None, purl=None):
     if devdependencies:
         for key, value in devdependencies.items():
             dev_dependencies.append(
-                DependentPackage(purl=key, extracted_requirement=value, scope='devdependency')
+                DependentPackage(purl=key, extracted_requirement=value, scope='devdependency').to_dict()
             )
 
     dependencies = content.get('dependencies')
@@ -63,7 +63,7 @@ def build_packages_from_jsonfile(metadata, uri=None, purl=None):
     if dependencies:
         for key, value in dependencies.items():
             dependencies_build.append(
-                DependentPackage(purl=key, extracted_requirement=value, scope='runtime')
+                DependentPackage(purl=key, extracted_requirement=value, scope='runtime').to_dict()
             )
 
     if name:
@@ -80,6 +80,7 @@ def build_packages_from_jsonfile(metadata, uri=None, purl=None):
             vcs_url=vcs_repo,
             keywords=keywords_content,
             homepage_url=content.get('homepage'),
+            datasource_id='bower_json',
         )
 
         if extracted_license_statement:
@@ -90,7 +91,7 @@ def build_packages_from_jsonfile(metadata, uri=None, purl=None):
             parties = common_data.get('parties')
             if not parties:
                 common_data['parties'] = []
-            common_data['parties'].append(scan_models.Party(name=author_content, role='author',))
+            common_data['parties'].append(scan_models.Party(name=author_content, role='author',).to_dict())
         else:
             parties = common_data.get('parties')
             if not parties:
@@ -99,7 +100,7 @@ def build_packages_from_jsonfile(metadata, uri=None, purl=None):
             for author in author_content:
                 author_split = author.split(':')
                 if len(author_split) > 1:
-                    common_data['parties'].append(scan_models.Party(name=author_split[1].strip(), role='author',))
+                    common_data['parties'].append(scan_models.Party(name=author_split[1].strip(), role='author',).to_dict())
 
         dependencies = []
         if dependencies_build:
@@ -108,7 +109,10 @@ def build_packages_from_jsonfile(metadata, uri=None, purl=None):
             dependencies.extend(dev_dependencies)
         if len(dependencies) > 0:
             common_data['dependencies'] = dependencies
-        package = scan_models.Package(**common_data)
+        package = scan_models.Package.from_package_data(
+            package_data=common_data,
+            datafile_path=uri,
+        )
         package.set_purl(purl)
         yield package
 
diff --git a/minecode/mappers/cpan.py b/minecode/mappers/cpan.py
index 5a43d23e..ac25f47a 100644
--- a/minecode/mappers/cpan.py
+++ b/minecode/mappers/cpan.py
@@ -50,6 +50,7 @@ def build_packages_from_release_json(metadata, uri=None):
         extracted_license_statement = [l for l in release.get('license', []) if l and l.strip()]
 
         common_data = dict(
+            datasource_id="cpan_release_json",
             type='cpan',
             name=name,
             description=release.get('abstract'),
@@ -58,7 +59,7 @@ def build_packages_from_release_json(metadata, uri=None):
             extracted_license_statement=extracted_license_statement,
             # the date format passing is like:
             # "2014-04-20T21:30:13"
-            release_date=parse_date(release.get('date'))
+            release_date=parse_date(release.get('date')),
         )
 
         # Get the homepage_url, declared_license and vcs_repository/vcs_tool under resources section.
@@ -101,9 +102,12 @@ def build_packages_from_release_json(metadata, uri=None):
                 type=scan_models.party_person,
                 name=release.get('author'), role='author')
             common_data['parties'] = common_data.get('parties', [])
-            common_data['parties'].append(party)
+            common_data['parties'].append(party.to_dict())
 
-        package = scan_models.Package(**common_data)
+        package = scan_models.Package.from_package_data(
+            package_data=common_data,
+            datafile_path=uri,
+        )
         package_url = PackageURL(type='cpan', name=release.get('name'), version=release.get('version'))
         package.set_purl(package_url.to_string())
         yield package
@@ -173,6 +177,7 @@ def build_packages_from_metafile(metadata, uri=None, purl=None):
             # https://spdx.org/spdx-specification-21-web-version#h.49x2ik5
             vcs_repo = vcs_tool + '+' + vcs_repo
         common_data = dict(
+            datasource_id="cpan_metadata_json",
             type='cpan',
             name=name,
             description=content.get('abstract', name),
@@ -201,9 +206,9 @@ def build_packages_from_metafile(metadata, uri=None, purl=None):
                 email=author_email
             )
 
-            parties.append(party)
+            parties.append(party.to_dict())
 
-        package = scan_models.PackageData(**common_data)
+        package = scan_models.PackageData.from_data(package_data=common_data)
         package.set_purl(purl)
         yield package
 
@@ -260,6 +265,7 @@ def build_packages_from_readmefile(metadata, uri=None, purl=None):
             vcs_repo = vcs_tool + '+' + vcs_repo
         copyr = content.get('COPYRIGHT and LICENSE')
         common_data = dict(
+            datasource_id="cpan_readme",
             type='cpan',
             name=name,
             description=content.get('ABSTRACT', name),
@@ -284,7 +290,7 @@ def build_packages_from_readmefile(metadata, uri=None, purl=None):
             keywords_content = [content.get('KEYWORDS')]
         common_data['keywords'] = keywords_content
 
-        package = scan_models.PackageData(**common_data)
+        package = scan_models.PackageData.from_data(package_data=common_data)
         package.set_purl(purl)
         yield package
 
diff --git a/minecode/mappers/cran.py b/minecode/mappers/cran.py
index 3ed122fa..1da1fb94 100644
--- a/minecode/mappers/cran.py
+++ b/minecode/mappers/cran.py
@@ -47,7 +47,7 @@ def get_dependencies(depends):
     if not dependencies:
         return dep_pkgs
     for name in dependencies:
-        dep_pkgs.append(scan_models.DependentPackage(purl=name))
+        dep_pkgs.append(scan_models.DependentPackage(purl=name).to_dict())
     return dep_pkgs
 
 
@@ -60,7 +60,7 @@ def comma_separated(text):
     return [t.strip() for t in text.split(',') if t and t.strip()]
 
 
-def build_packages_from_html(metadata, uri, purl=None):
+def build_packages_from_html(metadata, uri=None, purl=None):
     """
     Yield Package built from Cpan a `metadata` content
     metadata: json metadata content
@@ -69,6 +69,7 @@ def build_packages_from_html(metadata, uri, purl=None):
     """
     # Parse the name from the url, for example: https://cloud.r-project.org/web/packages/ANN2/index.html
     common_data = dict(
+        datasource_id="cran_metadata",
         type='cran',
         name=uri.rpartition('/')[0].rpartition('/')[-1]
     )
@@ -115,7 +116,7 @@ def build_packages_from_html(metadata, uri, purl=None):
                     if not parties:
                         common_data['parties'] = []
                     party = scan_models.Party(type=scan_models.party_person, name=value, role='author')
-                    common_data['parties'].append(party)
+                    common_data['parties'].append(party.to_dict())
                 elif key == 'Maintainer:':
                     maintainer_split = value.split('<')
                     if len(maintainer_split) > 1:
@@ -123,7 +124,7 @@ def build_packages_from_html(metadata, uri, purl=None):
                         if not parties:
                             common_data['parties'] = []
                         party = scan_models.Party(type=scan_models.party_person, name=maintainer_split[0].rstrip(), role='maintainer', email=maintainer_split[1].replace('>', '').replace(' at ', '@'))
-                        common_data['parties'].append(party)
+                        common_data['parties'].append(party.to_dict())
                 elif 'source' in key or 'binaries' in key:
                     if type(value) == list:
                         for url in value:
@@ -140,12 +141,18 @@ def build_packages_from_html(metadata, uri, purl=None):
 
     if download_urls:  # for else statement will have else running always if there is no break statement
         for download_url in download_urls:
-            package = scan_models.Package(**common_data)
+            package = scan_models.Package.from_package_data(
+                package_data=common_data,
+                datafile_path=uri,
+            )
             package.download_url = download_url
             package.set_purl(purl)
             yield package
     else:
         # Yield a package without download_url
-        package = scan_models.Package(**common_data)
+        package = scan_models.Package.from_package_data(
+            package_data=common_data,
+            datafile_path=uri,
+        )
         package.set_purl(purl)
         yield package
diff --git a/minecode/mappers/debian.py b/minecode/mappers/debian.py
index 8947e458..2a6b5ca3 100644
--- a/minecode/mappers/debian.py
+++ b/minecode/mappers/debian.py
@@ -377,6 +377,7 @@ def build_packages_from_dist_archive(metadata, uri):
     # version by analysing the uri
     version = uri[folder_length:uri.index('/', folder_length)]
     common_data = dict(
+        datasource_id="debian_archive_file",
         name=name,
         version=version,
     )
@@ -415,12 +416,18 @@ def get_resourceuri_by_uri(uri):
 
     if download_urls:
         for download_url in download_urls:
-            package = scan_models.Package(**common_data)
+            package = scan_models.Package.from_package_data(
+                package_data=common_data,
+                datafile_path=uri,
+            )
             package['download_url'] = download_url
             yield package
     else:
         # yield package without a download_url value
-        package = scan_models.DebianPackage(**common_data)
+        package = scan_models.Package.from_package_data(
+                package_data=common_data,
+                datafile_path=uri,
+            )
         # FIXME: this is NOT RIGHT: purl is not defined
-        package.set_purl(purl)
+        package.set_purl(package.purl)
         yield package
diff --git a/minecode/mappers/eclipse.py b/minecode/mappers/eclipse.py
index 6ab46e9c..53446fbb 100644
--- a/minecode/mappers/eclipse.py
+++ b/minecode/mappers/eclipse.py
@@ -29,10 +29,10 @@ def get_packages(self, uri, resource_uri):
         """
         # FIXME: JSON deserialization should be handled eventually by the framework
         metadata = json.loads(resource_uri.data)
-        return build_packages_with_json(metadata, resource_uri.package_url)
+        return build_packages_with_json(metadata, resource_uri.package_url, uri)
 
 
-def build_packages_with_json(metadata, purl=None):
+def build_packages_with_json(metadata, purl=None, uri=None):
     """
     Yield Package built from Eclipse a `metadata` mapping
     The package can contain multiple projects, and each project can contain
@@ -44,6 +44,7 @@ def build_packages_with_json(metadata, purl=None):
     projects = metadata['projects']
     for project, project_metadata in projects.items():
         common_data = dict(
+            datasource_id="eclipse_metadata",
             type='eclipse',
             name=project,
         )
@@ -70,7 +71,10 @@ def build_packages_with_json(metadata, purl=None):
             durl = download_url.get('url')
             if durl:
                 common_data['download_url'] = durl
-                package = scan_models.Package(**common_data)
+                package = scan_models.Package.from_package_data(
+                    package_data=common_data,
+                    datafile_path=uri,
+                )
                 package.set_purl(purl)
                 yield package
 
@@ -84,16 +88,19 @@ def get_packages(self, uri, resource_uri):
         Yield as many Package as there are download URLs.
         """
         # FIXME: JSON deserialization should be handled eventually by the framework
-        return build_packages(resource_uri.data, resource_uri.package_url)
+        return build_packages(resource_uri.data, resource_uri.package_url, uri)
 
 
-def build_packages(html_text, purl=None):
+def build_packages(html_text, purl=None, uri=None):
     """
     Yield Package objects built from `html_text`and the `purl` package URL
     string.
     """
     page = BeautifulSoup(html_text, 'lxml')
-    common_data = dict(type='eclipse')
+    common_data = dict(
+        datasource_id="eclipse_html",
+        type='eclipse',
+    )
 
     extracted_license_statement = []
     for meta in page.find_all(name='meta'):
@@ -126,7 +133,10 @@ def build_packages(html_text, purl=None):
         if str(a.contents[0]).strip() == 'Downloads':
             download_data = dict(download_url=a['href'],)
             download_data.update(common_data)
-            package = scan_models.Package(**download_data)
+            package = scan_models.Package.from_package_data(
+                package_data=download_data,
+                datafile_path=uri,
+            )
             package.set_purl(purl)
             yield package
 
@@ -151,8 +161,14 @@ def build_packages(html_text, purl=None):
 
                 version = a.contents[0]
                 href = a['href']
-                download_data = dict(version=version, download_url=href)
+                download_data = dict(
+                    version=version,
+                    download_url=href,
+                )
                 download_data.update(common_data)
-                package = scan_models.Package(**download_data)
+                package = scan_models.Package.from_package_data(
+                    package_data=download_data,
+                    datafile_path=uri,
+                )
                 package.set_purl(purl)
                 yield package
diff --git a/minecode/mappers/fdroid.py b/minecode/mappers/fdroid.py
index b53bbd8a..4e2e2c3a 100644
--- a/minecode/mappers/fdroid.py
+++ b/minecode/mappers/fdroid.py
@@ -126,14 +126,15 @@ def build_packages(purl, data):
         src_size = src['size']
         download_url = f'https://f-droid.org/repo/{src_filename.strip("/")}'
 
-        src = PackageData(
+        package_mapping = dict(
             version=version_code,
             download_url=download_url,
             repository_download_url=download_url,
             sha256=src_sha256,
             size=src_size,
-            **shared_data,
         )
+        package_mapping.update(shared_data)
+        src = PackageData.from_data(package_mapping)
         yield src
 
         source_package = PackageURL(
@@ -150,15 +151,16 @@ def build_packages(purl, data):
         size = file['size']
         download_url = f'https://f-droid.org/repo/{filename}'
 
-        yield PackageData(
+        package_mappping = dict(
             version=version_code,
             download_url=download_url,
             repository_download_url=download_url,
             sha256=sha256,
             size=size,
             source_packages=[source_package.to_string()],
-            **shared_data,
         )
+        package_mapping.update(shared_data)
+        yield PackageData.from_data(package_mapping)
 
 
 def build_description(metadata, language='en-US'):
diff --git a/minecode/mappers/googlecode.py b/minecode/mappers/googlecode.py
index e9d368cb..16bd8f11 100644
--- a/minecode/mappers/googlecode.py
+++ b/minecode/mappers/googlecode.py
@@ -29,10 +29,10 @@ def get_packages(self, uri, resource_uri):
         # FIXME: JSON deserialization should be handled eventually by the
         # framework
         metadata = json.loads(resource_uri.data)
-        return build_packages_from_projectsjson_v2(metadata, resource_uri.package_url)
+        return build_packages_from_projectsjson_v2(metadata, resource_uri.package_url, uri)
 
 
-def build_packages_from_projectsjson_v2(metadata, purl=None):
+def build_packages_from_projectsjson_v2(metadata, purl=None, uri=None):
     """
     Yield Package built from Googlecode API json `metadata` mapping
     which is a dictionary keyed by project name and values are metadatadata.
@@ -45,6 +45,7 @@ def build_packages_from_projectsjson_v2(metadata, purl=None):
     descriptions = [d for d in (short_desc, long_desc) if d and d.strip()]
     description = '\n'.join(descriptions)
     common_data = dict(
+        datasource_id='googlecode_api_json',
         type='googlecode',
         name=metadata.get('name'),
         description=description
@@ -61,7 +62,10 @@ def build_packages_from_projectsjson_v2(metadata, purl=None):
             keywords.append(label.strip())
     common_data['keywords'] = keywords
 
-    package = scan_models.Package(**common_data)
+    package = scan_models.Package.from_package_data(
+        package_data=common_data,
+        datafile_path=uri,
+    )
     package.set_purl(purl)
     yield package
 
@@ -77,16 +81,17 @@ def get_packages(self, uri, resource_uri):
         # FIXME: JSON deserialization should be handled eventually by the
         # framework
         metadata = json.loads(resource_uri.data)
-        return build_packages_from_projectsjson_v1(metadata, resource_uri.package_url)
+        return build_packages_from_projectsjson_v1(metadata, resource_uri.package_url, uri)
 
 
-def build_packages_from_projectsjson_v1(metadata, purl=None):
+def build_packages_from_projectsjson_v1(metadata, purl=None, uri=None):
     """Yield Package from the project.json passed by the google code v1 API
     metadata: json metadata content from API call
     purl: String value of the package url of the ResourceURI object
     """
     if metadata.get('name'):
         common_data = dict(
+            datasource_id="googlecode_json",
             type='googlecode',
             name=metadata.get('name'),
             description=metadata.get('description')
@@ -112,6 +117,9 @@ def build_packages_from_projectsjson_v1(metadata, purl=None):
         # created_time = metadata.get('creationTime')
         # if created_time:
         #    common_data['release_date'] = date.fromtimestamp(created_time)
-        package = scan_models.Package(**common_data)
+        package = scan_models.Package.from_package_data(
+            package_data=common_data,
+            datafile_path=uri,
+        )
         package.set_purl(purl)
         yield package
diff --git a/minecode/mappers/nuget.py b/minecode/mappers/nuget.py
index 704d3629..e4a8d63d 100644
--- a/minecode/mappers/nuget.py
+++ b/minecode/mappers/nuget.py
@@ -57,7 +57,7 @@ def build_packages_with_json(metadata, purl=None):
             long_desc = None
         descriptions = [d for d in (short_desc, long_desc) if d and d.strip()]
         description = '\n'.join(descriptions)
-        package = scan_models.PackageData(
+        package_mapping = dict(
             type='nuget',
             name=metadata['id'],
             version=metadata['version'],
@@ -68,6 +68,7 @@ def build_packages_with_json(metadata, purl=None):
             parties=authors,
             keywords=keywords,
         )
+        package = scan_models.PackageData.from_data(package_data=package_mapping)
         package.set_purl(purl)
         yield package
 
@@ -158,7 +159,8 @@ def build_packages_from_html(metadata, uri, purl=None):
                         continue
                     version = version.strip()
                     download_url = download_url_format.format(name=name, version=version)
-                    package = scan_models.Package(
+                    package_mapping = dict(
+                        datasource_id="nuget_metadata_json",
                         name=name,
                         type='nuget',
                         version=version,
@@ -168,5 +170,9 @@ def build_packages_from_html(metadata, uri, purl=None):
                         extracted_license_statement=license_value,
                         copyright=copyright_value
                     )
+                    package = scan_models.Package.from_package_data(
+                        package_data=package_mapping,
+                        datafile_path=uri,
+                    )
                     package.set_purl(purl)
                     yield package
diff --git a/minecode/mappers/openssl.py b/minecode/mappers/openssl.py
index d7fc6c83..0881e245 100644
--- a/minecode/mappers/openssl.py
+++ b/minecode/mappers/openssl.py
@@ -45,6 +45,7 @@ def build_packages(resource_uri, purl=None):
     version = file_name.replace('.tar.gz', '').replace('openssl-', '').replace('.tar.gz', '').replace(
         '.asc', '').replace('.md5', '').replace('.sha1', '').replace('.sha256', '')
     common_data = dict(
+        datasource_id="openssl_metadeta",
         type='generic',
         name=file_name,
         description='The OpenSSL Project is a collaborative effort to develop a robust, commercial-grade, fully featured, and Open Source toolkit implementing the Transport Layer Security (TLS) protocols (including SSLv3) as well as a full-strength general purpose cryptographic library.',
@@ -59,6 +60,9 @@ def build_packages(resource_uri, purl=None):
         code_view_url='https://github.com/openssl/openssl',
         bug_tracking_url='https://github.com/openssl/openssl/issues',
     )
-    package = scan_models.Package(**common_data)
+    package = scan_models.Package.from_package_data(
+        package_data=common_data,
+        datafile_path=uri,
+    )
     package.set_purl(purl)
     yield package
diff --git a/minecode/mappers/openwrt.py b/minecode/mappers/openwrt.py
index 2ff8a258..4145e484 100644
--- a/minecode/mappers/openwrt.py
+++ b/minecode/mappers/openwrt.py
@@ -38,10 +38,10 @@ def get_packages(self, uri, resource_uri):
         version. Yield as many Package as there are download URLs.
         """
         metadata = json.loads(resource_uri.data)
-        return build_packages(metadata, resource_uri.package_url)
+        return build_packages(metadata, resource_uri.package_url, uri)
 
 
-def build_packages(metadata, purl=None):
+def build_packages(metadata, purl=None, uri=None):
     """
     Yield ScannedPackage built from the passing metadata.
     metadata: metadata mapping
@@ -49,6 +49,7 @@ def build_packages(metadata, purl=None):
     """
     common_data = dict(
         type='openwrt',
+        datasource_id='openwrt_metadata',
         name=metadata.get('Package'),
         version=metadata.get('Version'),
         description=metadata.get('Description'),
@@ -80,6 +81,9 @@ def build_packages(metadata, purl=None):
     architecture = metadata.get('Architecture')
     if architecture:
         common_data['keywords'].append(architecture)
-    package = scan_models.Package(**common_data)
+    package = scan_models.Package.from_package_data(
+        package_data=common_data,
+        datafile_path=uri,
+    )
     package.set_purl(purl)
     yield package
diff --git a/minecode/mappers/packagist.py b/minecode/mappers/packagist.py
index 56cbdc07..b4713216 100644
--- a/minecode/mappers/packagist.py
+++ b/minecode/mappers/packagist.py
@@ -27,10 +27,10 @@ def get_packages(self, uri, resource_uri):
         Yield as many Package as there are multiple versions.
         """
         metadata = json.loads(resource_uri.data)
-        return build_packages_with_json(metadata, resource_uri.package_url)
+        return build_packages_with_json(metadata, resource_uri.package_url, uri)
 
 
-def build_packages_with_json(metadata, purl=None):
+def build_packages_with_json(metadata, purl=None, uri=None):
     """
     Yield Package built from Packist package json content.
     metadata: json metadata content
@@ -42,10 +42,12 @@ def build_packages_with_json(metadata, purl=None):
         primary_language = package.get('language')
         for version_content in package.get('versions').values():
             common = dict(
+                datasource_id='composer_json',
                 type='composer',
                 name=version_content.get('name'),
                 description=version_content.get('description'),
-                primary_language=primary_language)
+                primary_language=primary_language,
+            )
             common['version'] = version_content.get('version')
             common['keywords'] = version_content.get('keywords')
             common['homepage_url'] = version_content.get('homepage')
@@ -66,7 +68,9 @@ def build_packages_with_json(metadata, purl=None):
                 parties = common.get('parties')
                 if not parties:
                     common['parties'] = []
-                common['parties'].append(scan_models.Party(name=author.get('name'), role='author', url=author.get('homepage'), email=author.get('email')))
+                common['parties'].append(
+                    scan_models.Party(name=author.get('name'), role='author', url=author.get('homepage'), email=author.get('email')).to_dict()
+                )
 
             extracted_license_statement = set([])
             for lic in version_content.get('license'):
@@ -77,11 +81,14 @@ def build_packages_with_json(metadata, purl=None):
             dependencies = []
             for name, version in version_content.get('require', {}).items():
                 dependencies.append(
-                    DependentPackage(purl=name, extracted_requirement=version, scope='runtime')
+                    DependentPackage(purl=name, extracted_requirement=version, scope='runtime').to_dict()
                 )
             if dependencies:
                 common['dependencies'] = dependencies
             # FIXME: We should create a composer package
-            package = scan_models.Package(**common)
+            package = scan_models.Package.from_package_data(
+                package_data=common,
+                datafile_path=uri,
+            )
             package.set_purl(purl)
             yield package
diff --git a/minecode/mappers/pypi.py b/minecode/mappers/pypi.py
index 1bfd5595..c97e84f3 100644
--- a/minecode/mappers/pypi.py
+++ b/minecode/mappers/pypi.py
@@ -108,13 +108,13 @@ def build_packages(metadata, purl=None):
     # FIXME: do not prioritize the download_url outside Pypi over actual exact Pypi donwload URL
     download_url = info.get('download_url')
     if download_url and download_url != 'UNKNOWN':
-        download_data = dict(download_url=download_url)
-        download_data.update(common_data)
-        package = scan_models.PackageData(
+        download_data = dict(
             datasource_id='pypi_sdist_pkginfo',
             type='pypi',
-            **download_data
+            download_url=download_url,
         )
+        download_data.update(common_data)
+        package = scan_models.PackageData.from_data(download_data)
         # TODO: Consider creating a DatafileHandler for PyPI API metadata
         package.datasource_id = 'pypi_api_metadata'
         package.set_purl(purl)
@@ -130,15 +130,13 @@ def build_packages(metadata, purl=None):
             download_url=url,
             size=download.get('size'),
             release_date=parse_date(download.get('upload_time')),
+            datasource_id='pypi_sdist_pkginfo',
+            type='pypi',
         )
         # TODO: Check for other checksums
         download_data['md5'] = download.get('md5_digest')
         download_data.update(common_data)
-        package = scan_models.PackageData(
-            datasource_id='pypi_sdist_pkginfo',
-            type='pypi',
-            **download_data
-        )
+        package = scan_models.PackageData.from_data(download_data)
         package.datasource_id = 'pypi_api_metadata'
         package.set_purl(purl)
         yield package
diff --git a/minecode/mappers/rubygems.py b/minecode/mappers/rubygems.py
index e6bce124..aee34e85 100644
--- a/minecode/mappers/rubygems.py
+++ b/minecode/mappers/rubygems.py
@@ -86,7 +86,7 @@ def build_rubygem_packages_from_api_data(metadata, name, purl=None):
                 extracted_license_statement.append(lic)
         if extracted_license_statement:
             package['extracted_license_statement'] = extracted_license_statement
-        package = PackageData(**package)
+        package = PackageData.from_data(package)
         package.set_purl(purl)
         yield package
 
@@ -155,7 +155,7 @@ def build_rubygem_packages_from_metadata(metadata, download_url=None, purl=None)
     version1 = content.get('version') or {}
     version = version1.get('version') or None
     package['version'] = version
-    package = PackageData(**package)
+    package = PackageData.from_data(package)
     package.set_purl(purl)
     yield package
 
diff --git a/minecode/mappers/sourceforge.py b/minecode/mappers/sourceforge.py
index 157bf691..48dc8086 100644
--- a/minecode/mappers/sourceforge.py
+++ b/minecode/mappers/sourceforge.py
@@ -26,10 +26,10 @@ def get_packages(self, uri, resource_uri):
         Yield as many Package as there are download URLs.
         """
         metadata = json.loads(resource_uri.data)
-        return build_packages_from_metafile(metadata, resource_uri.package_url)
+        return build_packages_from_metafile(metadata, resource_uri.package_url, uri)
 
 
-def build_packages_from_metafile(metadata, purl=None):
+def build_packages_from_metafile(metadata, purl=None, uri=None):
     """
     Yield Package built from package a `metadata` content
     metadata: json metadata content
@@ -46,6 +46,7 @@ def build_packages_from_metafile(metadata, purl=None):
         name = metadata.get('name')
     if name:
         common_data = dict(
+            datasource_id='sourceforge_metadata',
             type='sourceforge',
             name=metadata.get('shortname', metadata.get('name')),
             description=description,
@@ -59,7 +60,8 @@ def build_packages_from_metafile(metadata, purl=None):
                 common_data['parties'] = []
             if dev.get('name'):
                 common_data['parties'].append(
-                    scan_models.Party(name=dev.get('name'), role='contributor', url=dev.get('url')))
+                    scan_models.Party(name=dev.get('name'), role='contributor', url=dev.get('url')).to_dict()
+                )
 
         categories = metadata.get('categories', {})
         languages = categories.get('language', [])
@@ -88,6 +90,9 @@ def build_packages_from_metafile(metadata, purl=None):
         for topic in topics:
             keywords.append(topic.get('shortname'))
         common_data['keywords'] = keywords or None
-        package = scan_models.Package(**common_data)
+        package = scan_models.Package.from_package_data(
+            package_data=common_data,
+            datafile_path=uri,
+        )
         package.set_purl(purl)
         yield package
diff --git a/minecode/tests/__init__.py b/minecode/tests/__init__.py
index 2eb8f9f0..e27909e9 100644
--- a/minecode/tests/__init__.py
+++ b/minecode/tests/__init__.py
@@ -6,3 +6,8 @@
 # See https://github.com/nexB/purldb for support or download.
 # See https://aboutcode.org for more information about nexB OSS projects.
 #
+
+import os 
+
+
+FIXTURES_REGEN = os.environ.get("MINECODE_TEST_FIXTURES_REGEN", False)
diff --git a/minecode/tests/test_apache.py b/minecode/tests/test_apache.py
index 9411a186..a3ddca9c 100644
--- a/minecode/tests/test_apache.py
+++ b/minecode/tests/test_apache.py
@@ -20,6 +20,7 @@
 from minecode.utils_test import mocked_requests_get
 from minecode.utils_test import JsonBasedTesting
 from minecode.visitors import apache
+from minecode.tests import FIXTURES_REGEN
 
 
 class ApacheVistorTest(JsonBasedTesting, DjangoTestCase):
@@ -33,7 +34,7 @@ def test_ApacheDistIndexVisitor(self):
             uris, _, _ = apache.ApacheDistIndexVisitor(uri)
 
         expected_loc = self.get_test_loc('apache/find-ls.gz_uris-expected.json')
-        self.check_expected_uris(uris, expected_loc, regen=False)
+        self.check_expected_uris(uris, expected_loc, regen=FIXTURES_REGEN)
 
     def test_ApacheChecksumVisitor(self):
         uri = 'http://archive.apache.org/dist/abdera/1.1.3/apache-abdera-1.1.3-src.zip.md5'
@@ -64,9 +65,9 @@ def test_ApacheProjectsJsonVisitor(self):
             uris, result, _ = apache.ApacheProjectsJsonVisitor()(uri)
 
         expected_loc = self.get_test_loc('apache/projects_uris-expected.json')
-        self.check_expected_uris(uris, expected_loc, regen=False)
+        self.check_expected_uris(uris, expected_loc, regen=FIXTURES_REGEN)
 
-        self.check_expected_results(result, test_loc, regen=False)
+        self.check_expected_results(result, test_loc, regen=FIXTURES_REGEN)
 
     def test_ApacheSingleProjectJsonVisitor(self):
         uri = 'https://projects.apache.org/json/projects/ant-dotnet.json'
@@ -77,7 +78,7 @@ def test_ApacheSingleProjectJsonVisitor(self):
             _, result, _ = apache.ApacheSingleProjectJsonVisitor()(uri)
 
         expected_loc = self.get_test_loc('apache/ant-dotnet_expected.json')
-        self.check_expected_results(result, expected_loc, regen=False)
+        self.check_expected_results(result, expected_loc, regen=FIXTURES_REGEN)
 
     def test_ApacheSingleProjectJsonVisitor_error1_json(self):
         uri = 'https://projects.apache.org/json/projects/felix.json'
@@ -88,7 +89,7 @@ def test_ApacheSingleProjectJsonVisitor_error1_json(self):
             _, result, _ = apache.ApacheSingleProjectJsonVisitor()(uri)
 
         expected_loc = self.get_test_loc('apache/felix_expected.json')
-        self.check_expected_results(result, expected_loc, regen=False)
+        self.check_expected_results(result, expected_loc, regen=FIXTURES_REGEN)
 
     def test_ApacheSingleProjectJsonVisitor_error2_json(self):
         uri = 'https://projects.apache.org/json/projects/attic-mrunit.json'
@@ -99,7 +100,7 @@ def test_ApacheSingleProjectJsonVisitor_error2_json(self):
             _, result, _ = apache.ApacheSingleProjectJsonVisitor()(uri)
 
         expected_loc = self.get_test_loc('apache/attic-mrunit_expected.json')
-        self.check_expected_results(result, expected_loc, regen=False)
+        self.check_expected_results(result, expected_loc, regen=FIXTURES_REGEN)
 
     def test_ApacheSingleProjectJsonVisitor_error3_json(self):
         uri = 'https://projects.apache.org/json/projects/metamodel.json'
@@ -110,7 +111,7 @@ def test_ApacheSingleProjectJsonVisitor_error3_json(self):
             _, result, _ = apache.ApacheSingleProjectJsonVisitor()(uri)
 
         expected_loc = self.get_test_loc('apache/metamodel_expected.json')
-        self.check_expected_results(result, expected_loc, regen=False)
+        self.check_expected_results(result, expected_loc, regen=FIXTURES_REGEN)
 
     def test_ApachePodlingsJsonVisitor(self):
         uri = 'https://projects.apache.org/json/foundation/podlings.json'
@@ -121,10 +122,10 @@ def test_ApachePodlingsJsonVisitor(self):
             uris, result, _ = apache.ApachePodlingsJsonVisitor()(uri)
 
         expected_loc = self.get_test_loc('apache/podlings_expected_uris.json')
-        self.check_expected_uris(uris, expected_loc, regen=False)
+        self.check_expected_uris(uris, expected_loc, regen=FIXTURES_REGEN)
 
         expected_loc = self.get_test_loc('apache/podlings_expected.json')
-        self.check_expected_results(result, expected_loc, regen=False)
+        self.check_expected_results(result, expected_loc, regen=FIXTURES_REGEN)
 
 
 class ApacheMapperTest(JsonBasedTesting, DjangoTestCase):
@@ -135,14 +136,14 @@ def test_build_package_from_download(self):
             'http://archive.apache.org/dist/groovy/2.4.6/sources/apache-groovy-src-2.4.6.zip',
             'pkg:apache/groovy@2.4.6')
         expected_loc = self.get_test_loc('apache/map-groovy_expected.json')
-        self.check_expected_results(package.to_dict(), expected_loc, regen=False)
+        self.check_expected_results(package.to_dict(), expected_loc, regen=FIXTURES_REGEN)
 
     def test_build_package_from_download2(self):
         package = mappers.apache.build_package_from_download(
             'http://archive.apache.org/dist/turbine/maven/turbine-webapp-2.3.3-1.0.0-source-release.zip',
             'pkg:apache/turbine-webapp@2.3.3-1.0.0-source-release')
         expected_loc = self.get_test_loc('apache/map-turbine-webapp_expected.json')
-        self.check_expected_results(package.to_dict(), expected_loc, regen=False)
+        self.check_expected_results(package.to_dict(), expected_loc, regen=FIXTURES_REGEN)
 
     # TODO: add tests for checksums
 
@@ -153,7 +154,7 @@ def test_build_packages_from_projects_json(self):
         packages = [p.to_dict() for p in packages]
 
         expected_loc = self.get_test_loc('apache/projects_expected.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
 
     def test_build_packages_from_one_podling_json(self):
         with open(self.get_test_loc('apache/podling_amaterasu.json')) as podlings_meta:
@@ -162,7 +163,7 @@ def test_build_packages_from_one_podling_json(self):
         packages = [p.to_dict() for p in packages]
 
         expected_loc = self.get_test_loc('apache/podling_amaterasu_expected.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
 
     # TODO: add real mapper class tests c
 
diff --git a/minecode/tests/test_bitbucket.py b/minecode/tests/test_bitbucket.py
index c62d4c4b..f99eb6ac 100644
--- a/minecode/tests/test_bitbucket.py
+++ b/minecode/tests/test_bitbucket.py
@@ -25,6 +25,8 @@
 from minecode.visitors.bitbucket import BitbucketIndexVisitor
 from minecode.visitors.bitbucket import BitbucketSingleRepoVisitor
 
+from minecode.tests import FIXTURES_REGEN
+
 
 class BitbucketVisitorTest(JsonBasedTesting):
     test_data_dir = os.path.join(os.path.dirname(__file__), 'testfiles')
@@ -38,10 +40,10 @@ def test_BitbucketIndexVisitor(self):
             uris, data, _ = BitbucketIndexVisitor(uri)
 
         expected_uri_loc = self.get_test_loc('bitbucket/visit/index-repositories_expected_uris.json')
-        self.check_expected_uris(uris, expected_uri_loc, regen=False)
+        self.check_expected_uris(uris, expected_uri_loc, regen=FIXTURES_REGEN)
 
         expected_data_loc = self.get_test_loc('bitbucket/visit/index-repositories_expected_data.json')
-        self.check_expected_results(data, expected_data_loc, regen=False)
+        self.check_expected_results(data, expected_data_loc, regen=FIXTURES_REGEN)
 
     def test_BitbucketSingleRepoVisitor(self):
         uri = 'https://api.bitbucket.org/2.0/repositories/bastiand/mercurialeclipse/'
@@ -52,10 +54,10 @@ def test_BitbucketSingleRepoVisitor(self):
             uris, data, _ = BitbucketSingleRepoVisitor(uri)
 
         expected_data_loc = self.get_test_loc('bitbucket/visit/singlerepo_expected_data.json')
-        self.check_expected_results(data, expected_data_loc, regen=False)
+        self.check_expected_results(data, expected_data_loc, regen=FIXTURES_REGEN)
 
         expected_uris_loc = self.get_test_loc('bitbucket/visit/singlerepo_expected_uris.json')
-        self.check_expected_uris(uris, expected_uris_loc, regen=False)
+        self.check_expected_uris(uris, expected_uris_loc, regen=FIXTURES_REGEN)
 
     def test_BitbucketDetailsVisitorPaginated(self):
         uri = 'https://api.bitbucket.org/2.0/repositories/bastiand/mercurialeclipse/refs/tags?pagelen=2'
@@ -66,10 +68,10 @@ def test_BitbucketDetailsVisitorPaginated(self):
             uris, data, _ = BitbucketDetailsVisitorPaginated(uri)
 
         expected_data_loc = self.get_test_loc('bitbucket/visit/paginated_tags_expected_data.json')
-        self.check_expected_results(data, expected_data_loc, regen=False)
+        self.check_expected_results(data, expected_data_loc, regen=FIXTURES_REGEN)
 
         expected_uris_loc = self.get_test_loc('bitbucket/visit/paginated_tags_expected_uris.json')
-        self.check_expected_uris(uris, expected_uris_loc, regen=False)
+        self.check_expected_uris(uris, expected_uris_loc, regen=FIXTURES_REGEN)
 
 
 class BitbucketMapperTest(JsonBasedTesting):
@@ -99,7 +101,7 @@ def test_build_bitbucket_repo_package(self):
         purl = 'pkg:bitbucket/bastiand/mercurialeclipse'
         package = build_bitbucket_repo_package(repo_data, purl)
         expected_loc = self.get_test_loc('bitbucket/map/repository_expected.json')
-        self.check_expected_results(package.to_dict(), expected_loc, regen=False)
+        self.check_expected_results(package.to_dict(), expected_loc, regen=FIXTURES_REGEN)
 
     def test_build_bitbucket_repo_package_with_issues(self):
         with open(self.get_test_loc('bitbucket/map/tweakmsg.json')) as pck:
@@ -107,7 +109,7 @@ def test_build_bitbucket_repo_package_with_issues(self):
         purl = 'pkg:bitbucket/phlogistonjohn/tweakmsg'
         package = build_bitbucket_repo_package(repo_data, purl)
         expected_loc = self.get_test_loc('bitbucket/map/tweakmsg_expected.json')
-        self.check_expected_results(package.to_dict(), expected_loc, regen=False)
+        self.check_expected_results(package.to_dict(), expected_loc, regen=FIXTURES_REGEN)
 
     def test_build_bitbucket_download_packages_single(self):
         with open(self.get_test_loc('bitbucket/map/downloads.json')) as pck:
@@ -116,7 +118,7 @@ def test_build_bitbucket_download_packages_single(self):
         packages = build_bitbucket_download_packages(dnl_data, purl)
         packages = [p.to_dict() for p in packages]
         expected_loc = self.get_test_loc('bitbucket/map/downloads_expected.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
 
     def test_build_bitbucket_download_packages_many(self):
         with open(self.get_test_loc('bitbucket/map/downloads_many.json')) as pck:
@@ -125,4 +127,4 @@ def test_build_bitbucket_download_packages_many(self):
         packages = build_bitbucket_download_packages(dnl_data, purl)
         packages = [p.to_dict() for p in packages]
         expected_loc = self.get_test_loc('bitbucket/map/downloads_many_expected.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
diff --git a/minecode/tests/test_bower.py b/minecode/tests/test_bower.py
index f985d7d0..811454db 100644
--- a/minecode/tests/test_bower.py
+++ b/minecode/tests/test_bower.py
@@ -18,6 +18,7 @@
 from minecode.utils_test import JsonBasedTesting
 
 from minecode.visitors import bower
+from minecode.tests import FIXTURES_REGEN
 from minecode import mappers
 
 
@@ -31,7 +32,7 @@ def test_visit_findls_file(self):
             mock_http_get.return_value = mocked_requests_get(uri, test_loc)
             uris, _, _ = bower.BowerTopJsonVisitor(uri)
         expected_loc = self.get_test_loc('bower/packages_expected_uris.json')
-        self.check_expected_uris(uris, expected_loc, regen=False)
+        self.check_expected_uris(uris, expected_loc, regen=FIXTURES_REGEN)
 
     def test_visit_bower_json_file(self):
         uri = 'https://coding.net/u/QiaoButang/p/jquery.easing-qbt/git/raw/master/bower.json'
@@ -41,7 +42,7 @@ def test_visit_bower_json_file(self):
             _, data, _ = bower.BowerJsonVisitor(uri)
         result = json.loads(data, object_pairs_hook=OrderedDict)
         expected_loc = self.get_test_loc('bower/expected_example1_bower.json')
-        self.check_expected_results(result, expected_loc, regen=False)
+        self.check_expected_results(result, expected_loc, regen=FIXTURES_REGEN)
 
 
 class BowerMapperTest(JsonBasedTesting):
@@ -54,7 +55,7 @@ def test_build_packages_metafile_from_bowerjson1(self):
             metadata, 'https://raw.githubusercontent.com/28msec/28.io-angularjs/master/bower.json', 'pkg:bower/1140-grid')
         result = [p.to_dict() for p in result]
         expected_loc = self.get_test_loc('bower/expected_28msec_bower.json')
-        self.check_expected_results(result, expected_loc, regen=False)
+        self.check_expected_results(result, expected_loc, regen=FIXTURES_REGEN)
 
     def test_build_packages_metafile_from_bowerjson2(self):
         with open(self.get_test_loc('bower/example1_bower.json')) as bower_metadata:
@@ -63,4 +64,4 @@ def test_build_packages_metafile_from_bowerjson2(self):
             metadata, 'https://coding.net/u/QiaoButang/p/jquery.easing-qbt/git/raw/master/bower.json', 'pkg:bower/1140-grid')
         result = [p.to_dict() for p in result]
         expected_loc = self.get_test_loc('bower/expected_mapper_example1_bower.json')
-        self.check_expected_results(result, expected_loc, regen=False)
+        self.check_expected_results(result, expected_loc, regen=FIXTURES_REGEN)
diff --git a/minecode/tests/test_cpan.py b/minecode/tests/test_cpan.py
index bd227b9e..845a7944 100644
--- a/minecode/tests/test_cpan.py
+++ b/minecode/tests/test_cpan.py
@@ -19,6 +19,7 @@
 
 from minecode import mappers
 from minecode.visitors import cpan
+from minecode.tests import FIXTURES_REGEN
 
 
 class CpanVisitorTest(JsonBasedTesting):
@@ -31,7 +32,7 @@ def test_metacpanauthorurlvisitors(self):
             mock_http_get.return_value = mocked_requests_get(uri, test_loc)
             uris, _, _ = cpan.CpanModulesVisitors(uri)
         expected_loc = self.get_test_loc('cpan/expected_search_email_a.json')
-        self.check_expected_uris(uris, expected_loc, regen=False)
+        self.check_expected_uris(uris, expected_loc, regen=FIXTURES_REGEN)
 
     def test_release_search_from_author_visitors(self):
         uri = 'https://fastapi.metacpan.org/release/_search?q=author:ABERNDT&size=5000'
@@ -40,7 +41,7 @@ def test_release_search_from_author_visitors(self):
             mock_http_get.return_value = mocked_requests_get(uri, test_loc)
             _, data, _ = cpan.CpanModulesVisitors(uri)
         expected_loc = self.get_test_loc('cpan/expected_release_from_author_ABERNDT.json')
-        self.check_expected_results(data, expected_loc, regen=False)
+        self.check_expected_results(data, expected_loc, regen=FIXTURES_REGEN)
 
     def test_visit_html_modules(self):
         uri = 'http://www.cpan.org/modules/01modules.index.html'
@@ -49,7 +50,7 @@ def test_visit_html_modules(self):
             mock_http_get.return_value = mocked_requests_get(uri, test_loc)
             uris, _, _ = cpan.CpanModulesVisitors(uri)
         expected_loc = self.get_test_loc('cpan/expected_html_modules.json')
-        self.check_expected_uris(uris, expected_loc, regen=False)
+        self.check_expected_uris(uris, expected_loc, regen=FIXTURES_REGEN)
 
     def test_visit_html_files(self):
         uri = 'http://www.cpan.org/authors/id/L/LD/LDS/'
@@ -58,7 +59,7 @@ def test_visit_html_files(self):
             mock_http_get.return_value = mocked_requests_get(uri, test_loc)
             uris, _, _ = cpan.CpanProjectHTMLVisitors(uri)
         expected_loc = self.get_test_loc('cpan/expected_html_files.json')
-        self.check_expected_uris(uris, expected_loc, regen=False)
+        self.check_expected_uris(uris, expected_loc, regen=FIXTURES_REGEN)
 
     def test_visit_readme_file(self):
         uri = 'http://www.cpan.org/authors/id/A/AM/AMIRITE/Mojolicious-Plugin-Nour-Config-0.09.readme'
@@ -68,7 +69,7 @@ def test_visit_readme_file(self):
             _, data, _ = cpan.CpanReadmeVisitors(uri)
         result = json.loads(data, object_pairs_hook=OrderedDict)
         expected_file = self.get_test_loc('cpan/expected_readme.json')
-        self.check_expected_results(result, expected_file, regen=False)
+        self.check_expected_results(result, expected_file, regen=FIXTURES_REGEN)
 
 
 class CpanMapperTest(JsonBasedTesting):
@@ -81,7 +82,7 @@ def test_build_from_release_search_json(self):
             metadata, 'https://fastapi.metacpan.org/release/_search?q=author:ABERNDT&size=5000')
         packages = [p.to_dict() for p in packages]
         expected_loc = self.get_test_loc('cpan/expected_release_search.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
 
     def test_build_from_release_search_json2(self):
         with open(self.get_test_loc('cpan/MIYAGAWA_author_release_search.json')) as cpan_metadata:
@@ -90,7 +91,7 @@ def test_build_from_release_search_json2(self):
             metadata, 'https://fastapi.metacpan.org/release/_search?q=author:MIYAGAWA&size=5000')
         packages = [p.to_dict() for p in packages]
         expected_loc = self.get_test_loc('cpan/expected_release_search_author_MIYAGAWA.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
 
     def test_build_packages_metafile_from_yaml(self):
         with open(self.get_test_loc('cpan/variable-2009110702.meta')) as cpan_metadata:
@@ -99,7 +100,7 @@ def test_build_packages_metafile_from_yaml(self):
             metadata, 'http://www.cpan.org/authors/id/A/AB/ABIGAIL/variable-2009110702.metadata', 'pkg:cpan/variable@2009110702')
         packages = [p.to_dict() for p in packages]
         expected_loc = self.get_test_loc('cpan/expected_yaml_cpanmapper.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
 
     def test_build_packages_metafile_from_json(self):
         with open(self.get_test_loc('cpan/Regexp-Common-2016010701.meta')) as cpan_metadata:
@@ -108,7 +109,7 @@ def test_build_packages_metafile_from_json(self):
             metadata, 'http://www.cpan.org/authors/id/A/AB/ABIGAIL/Regexp-Common-2016010701.metadata', 'pkg:cpan/Regexp-Common@2016010701')
         packages = [p.to_dict() for p in packages]
         expected_loc = self.get_test_loc('cpan/expected_json_cpanmapper.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
 
     def test_build_packages_readme_from_json(self):
         uri = 'http://www.cpan.org/authors/id/A/AM/AMIRITE/Mojolicious-Plugin-Nour-Config-0.09.readme'
@@ -120,7 +121,7 @@ def test_build_packages_readme_from_json(self):
             data, 'http://www.cpan.org/authors/id/A/AM/AMIRITE/Mojolicious-Plugin-Nour-Config-0.09.readme', 'pkg:cpan/Mojolicious-Plugin-Nour-Config@0.09')
         packages = [p.to_dict() for p in packages]
         expected_loc = self.get_test_loc('cpan/expected_json_readmefile_cpanmapper.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
 
     def test_build_packages_readme_from_json2(self):
         uri = 'http://www.cpan.org/authors/id/A/AB/ABIGAIL/Algorithm-Graphs-TransitiveClosure-2009110901.readme'
@@ -133,4 +134,4 @@ def test_build_packages_readme_from_json2(self):
             'http://www.cpan.org/authors/id/A/AB/ABIGAIL/Algorithm-Graphs-TransitiveClosure-2009110901.readme')
         packages = [p.to_dict() for p in packages]
         expected_loc = self.get_test_loc('cpan/expected_json_readmefile_cpanmapper2.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
diff --git a/minecode/tests/test_cran.py b/minecode/tests/test_cran.py
index 62c1255a..2534cbbf 100644
--- a/minecode/tests/test_cran.py
+++ b/minecode/tests/test_cran.py
@@ -20,6 +20,7 @@
 from minecode.mappers.cran import get_download_url
 from minecode.models import ResourceURI
 from minecode.visitors import cran
+from minecode.tests import FIXTURES_REGEN
 
 
 class CranVistorTest(JsonBasedTesting):
@@ -32,7 +33,7 @@ def test_visit_metacpan_api_projects(self):
             mock_http_get.return_value = mocked_requests_get(uri, test_loc)
             uris, _, _ = cran.CranPackagesVisitors(uri)
         expected_loc = self.get_test_loc('cran/expected_cran_pacakges.json')
-        self.check_expected_uris(uris, expected_loc, regen=False)
+        self.check_expected_uris(uris, expected_loc, regen=FIXTURES_REGEN)
 
 
 class CranMapperTest(JsonBasedTesting, DjangoTestCase):
@@ -45,7 +46,7 @@ def test_build_packages_from_directory_listing(self):
         packages = mappers.cran.build_packages_from_html(metadata, 'https://cloud.r-project.org/web/packages/ANN2/index.html', 'pkg:cran/ANN2')
         packages = [p.to_dict() for p in packages]
         expected_loc = self.get_test_loc('cran/mapper_ANN2_expected.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=True)
 
     def test_build_packages_from_directory_listing2(self):
         ResourceURI.objects.create(uri='https://cloud.r-project.org/web/packages/abe/index.html')
@@ -54,7 +55,7 @@ def test_build_packages_from_directory_listing2(self):
         packages = mappers.cran.build_packages_from_html(metadata, 'https://cloud.r-project.org/web/packages/abe/index.htm', 'pkg:cran/abe')
         packages = [p.to_dict() for p in packages]
         expected_loc = self.get_test_loc('cran/mapper_abe_expected.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=True)
 
     def test_replace_downloadurl(self):
         url = "../../../src/contrib/Archive/ANN2"
diff --git a/minecode/tests/test_debian.py b/minecode/tests/test_debian.py
index e208927c..ea3b93c4 100644
--- a/minecode/tests/test_debian.py
+++ b/minecode/tests/test_debian.py
@@ -23,12 +23,13 @@
 from minecode import debutils
 from minecode.mappers import debian as debian_mapper
 from minecode.visitors import debian as debian_visitor
+from minecode.tests import FIXTURES_REGEN
 
 
 class BaseDebianTest(JsonBasedTesting):
     test_data_dir = os.path.join(os.path.dirname(__file__), 'testfiles')
 
-    def check_objects_expected(self, results, expected_loc, regen=False):
+    def check_objects_expected(self, results, expected_loc, regen=FIXTURES_REGEN):
         """
         Check that an iterable of `results` against the expected results in the
         file at `expected_loc` location.
@@ -54,7 +55,7 @@ def check_objects_expected(self, results, expected_loc, regen=False):
             expected = expect.read()
             self.assertEqual(expected, result)
 
-    def check_expected_deb822(self, deb_object, expected_loc, regen=False):
+    def check_expected_deb822(self, deb_object, expected_loc, regen=FIXTURES_REGEN):
         """
         Check and compare the Debian `object` with the file at `expected_loc`.
         """
@@ -113,7 +114,7 @@ def test_parse_deb822_dsc(self):
         dsc_file = self.get_test_loc('debian/debutils/3dldf_2.0.3+dfsg-2.dsc')
         result = debcon.get_paragraph_data_from_file(dsc_file)
         expected_loc = self.get_test_loc('debian/debutils/3dldf_2.0.3+dfsg-2.dsc-expected')
-        self.check_expected_deb822(result, expected_loc, regen=False)
+        self.check_expected_deb822(result, expected_loc, regen=FIXTURES_REGEN)
 
     #################################################################
 
@@ -145,17 +146,15 @@ def test_comma_separated(self):
 
 class DebianReleaseTest(BaseDebianTest):
 
-    @expectedFailure
     def test_parse_release(self):
         release_file = self.get_test_loc('debian/release/Release')
-        result = debian_visitor.parse_release(release_file)
+        result = list(debian_visitor.parse_release(release_file))
         expected_loc = self.get_test_loc('debian/release/Release_expected')
         self.check_expected_deb822(result, expected_loc)
 
-    @expectedFailure
     def test_parse_release_with_md5(self):
         release_file = self.get_test_loc('debian/release/Release_with_md5')
-        result = debian_visitor.parse_release(release_file)
+        result = list(debian_visitor.parse_release(release_file))
         expected_loc = self.get_test_loc('debian/release/Release_with_md5_expected')
         self.check_expected_deb822(result, expected_loc)
 
@@ -273,13 +272,13 @@ def test_collect_source_packages(self):
         index_file = self.get_test_loc('debian/sources/debian_Sources')
         source_info = [info for info in debian_visitor.collect_source_packages(index_file)]
         expected_loc = self.get_test_loc('debian/sources/debian_Sources_visit_expected')
-        self.check_objects_expected(source_info, expected_loc, regen=False)
+        self.check_objects_expected(source_info, expected_loc, regen=FIXTURES_REGEN)
 
     def test_collect_source_packages_ubuntu(self):
         index_file = self.get_test_loc('debian/sources/ubuntu_Sources')
         source_info = [info for info in debian_visitor.collect_source_packages(index_file)]
         expected_loc = self.get_test_loc('debian/sources/ubuntu_Sources_visit_expected')
-        self.check_objects_expected(source_info, expected_loc, regen=False)
+        self.check_objects_expected(source_info, expected_loc, regen=FIXTURES_REGEN)
 
     @expectedFailure
     def test_DebianSourcesVisitor(self):
@@ -315,7 +314,7 @@ def test_parse_packages_index(self):
         index_file = self.get_test_loc('debian/packages/debian_Packages')
         package_info = [info for info in debian_visitor.parse_packages_index(index_file)]
         expected_loc = self.get_test_loc('debian/packages/debian_Packages-visit-expected.json')
-        self.check_objects_expected(package_info, expected_loc, regen=False)
+        self.check_objects_expected(package_info, expected_loc, regen=FIXTURES_REGEN)
 
     @expectedFailure
     def test_parse_packages_from_debian_Packages(self):
@@ -323,7 +322,7 @@ def test_parse_packages_from_debian_Packages(self):
             packages = debian_mapper.parse_packages(packs.read())
         packages = [p.to_dict() for p in packages]
         expected_loc = self.get_test_loc('debian/packages/debian_Packages-expected.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
 
     @expectedFailure
     def test_parse_packages_from_ubuntu_Packages(self):
@@ -331,7 +330,7 @@ def test_parse_packages_from_ubuntu_Packages(self):
             packages = debian_mapper.parse_packages(packs.read())
         packages = [p.to_dict() for p in packages]
         expected_loc = self.get_test_loc('debian/packages/ubuntu_Packages-expected.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
 
     @expectedFailure
     def test_parse_packages_from_installed_status(self):
@@ -339,7 +338,7 @@ def test_parse_packages_from_installed_status(self):
             packages = debian_mapper.parse_packages(packs.read())
         packages = [p.to_dict() for p in packages]
         expected_loc = self.get_test_loc('debian/packages/ubuntu_Packages-expected.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
 
 
 class DebianLSLRTest(BaseDebianTest):
diff --git a/minecode/tests/test_dockerhub.py b/minecode/tests/test_dockerhub.py
index 336e082a..0dbde735 100644
--- a/minecode/tests/test_dockerhub.py
+++ b/minecode/tests/test_dockerhub.py
@@ -19,6 +19,7 @@
 from minecode.utils_test import JsonBasedTesting
 
 from minecode.visitors import dockerhub
+from minecode.tests import FIXTURES_REGEN
 from minecode import mappers
 
 
@@ -32,13 +33,13 @@ class DockerHubVistorTest(DockerHubTest):
     def test_searching_condition(self):
         combinations = dockerhub.get_search_conditions()
         expected_file = self.get_test_loc('dockerhub/conditions_expected')
-        self.check_expected_results(combinations, expected_file, regen=False)
+        self.check_expected_results(combinations, expected_file, regen=FIXTURES_REGEN)
 
     def test_seeds(self):
         seed = dockerhub.DockerHubSeed()
         seeds = list(seed.get_seeds())
         expected_file = self.get_test_loc('dockerhub/seeds_expected')
-        self.check_expected_results(seeds, expected_file, regen=False)
+        self.check_expected_results(seeds, expected_file, regen=FIXTURES_REGEN)
 
     def test_visit_dockerhub_exlpore_page(self):
         uri = 'https://hub.docker.com/explore/?page=1'
@@ -48,7 +49,7 @@ def test_visit_dockerhub_exlpore_page(self):
             uris, _, _ = dockerhub.DockHubExplorePageVisitor(uri)
         expected_loc = self.get_test_loc(
             'dockerhub/visitor_explore_page1_expected')
-        self.check_expected_uris(uris, expected_loc, regen=False)
+        self.check_expected_uris(uris, expected_loc, regen=FIXTURES_REGEN)
 
     def test_visit_dockerhub_project(self):
         uri = 'https://hub.docker.com/_/elixir/'
@@ -60,7 +61,7 @@ def test_visit_dockerhub_project(self):
         result = json.loads(data, object_pairs_hook=OrderedDict)
         expected_file = self.get_test_loc(
             'dockerhub/visitor_library_elixir_expected')
-        self.check_expected_results(result, expected_file, regen=False)
+        self.check_expected_results(result, expected_file, regen=FIXTURES_REGEN)
 
     def test_visit_dockerhub_search_api(self):
         uri = 'https://index.docker.io/v1/search?q=1a&n=100&page=2'
@@ -69,7 +70,7 @@ def test_visit_dockerhub_search_api(self):
             mock_http_get.return_value = mocked_requests_get(uri, test_loc)
             uris, _, _ = dockerhub.DockHubLibraryRESTJsonVisitor(uri)
         expected_loc = self.get_test_loc('dockerhub/visitor_search_expected')
-        self.check_expected_uris(uris, expected_loc, regen=False)
+        self.check_expected_uris(uris, expected_loc, regen=FIXTURES_REGEN)
 
 
 class DockerHubMapperTest(DockerHubTest):
@@ -82,4 +83,4 @@ def test_build_packages_fromjson(self):
         packages = [p.to_dict() for p in packages]
         expected_loc = self.get_test_loc(
             'dockerhub/expected_dockerhubmapper.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
diff --git a/minecode/tests/test_eclipse.py b/minecode/tests/test_eclipse.py
index 5e3e5c4f..8a0755c2 100644
--- a/minecode/tests/test_eclipse.py
+++ b/minecode/tests/test_eclipse.py
@@ -21,6 +21,7 @@
 from minecode import mappers
 from minecode.visitors import URI
 from minecode.visitors import eclipse
+from minecode.tests import FIXTURES_REGEN
 
 
 class EclipseVistorTest(JsonBasedTesting):
@@ -33,7 +34,7 @@ def test_visit_eclipse_projects(self):
             mock_http_get.return_value = mocked_requests_get(uri, test_loc)
             uris, _, _ = eclipse.EclipseProjectVisitors(uri)
         expected_loc = self.get_test_loc('eclipse/eclipse_projects_expected')
-        self.check_expected_uris(uris, expected_loc, regen=False)
+        self.check_expected_uris(uris, expected_loc, regen=FIXTURES_REGEN)
 
     def test_visit_eclipse_project(self):
         uri = 'https://projects.eclipse.org/projects/modeling.m2t.acceleo'
@@ -51,7 +52,7 @@ def test_visit_eclipse_git_repo(self):
             mock_http_get.return_value = mocked_requests_get(uri, test_loc)
             uris, _, _ = eclipse.EclipseGitVisitor(uri)
         expected_loc = self.get_test_loc('eclipse/eclipse_git_repos_expected')
-        self.check_expected_uris(uris, expected_loc, regen=False)
+        self.check_expected_uris(uris, expected_loc, regen=FIXTURES_REGEN)
 
     def test_visit_eclipse_packages(self):
         uri = 'http://www.eclipse.org/downloads/packages/all'
@@ -60,7 +61,7 @@ def test_visit_eclipse_packages(self):
             mock_http_get.return_value = mocked_requests_get(uri, test_loc)
             uris, _, _ = eclipse.EclipsePackagesVisitor(uri)
         expected_loc = self.get_test_loc('eclipse/eclipse_packages_expected')
-        self.check_expected_uris(uris, expected_loc, regen=False)
+        self.check_expected_uris(uris, expected_loc, regen=FIXTURES_REGEN)
 
     def test_visit_eclipse_package_releases(self):
         uri = 'http://www.eclipse.org/downloads/packages/release/Neon/R'
@@ -69,7 +70,7 @@ def test_visit_eclipse_package_releases(self):
             mock_http_get.return_value = mocked_requests_get(uri, test_loc)
             uris, _, _ = eclipse.EclipseReleaseVisitor(uri)
         expected_loc = self.get_test_loc('eclipse/Neon_R-expected.json')
-        self.check_expected_uris(uris, expected_loc, regen=False)
+        self.check_expected_uris(uris, expected_loc, regen=FIXTURES_REGEN)
 
     def test_visit_eclipse_projects_json(self):
         uri = 'http://projects.eclipse.org/json/projects/all'
@@ -85,7 +86,7 @@ def test_visit_eclipse_projects_json(self):
         self.assertEqual(expected_uris, list(uris))
 
         expected_loc = self.get_test_loc('eclipse/birt-expected.json')
-        self.check_expected_results(data, expected_loc, regen=False)
+        self.check_expected_results(data, expected_loc, regen=FIXTURES_REGEN)
 
     @unittest.skip('This requires a live internet connection to test requests timeouts')
     def test_visitor_eclipse_projects_json_download_timeout_error(self):
@@ -107,7 +108,7 @@ def test_build_packages(self):
         packages = mappers.eclipse.build_packages_with_json(metadata)
         packages = [p.to_dict() for p in packages]
         expected_loc = self.get_test_loc('eclipse/eclipse_birt_expected.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
 
     def test_build_eclipse_html_packages(self):
         with open(self.get_test_loc('eclipse/Acceleo_projects.eclipse.org.html')) as eclipse_metadata:
@@ -115,4 +116,4 @@ def test_build_eclipse_html_packages(self):
         packages = mappers.eclipse.build_packages(metadata)
         packages = [p.to_dict() for p in packages]
         expected_loc = self.get_test_loc('eclipse/Acceleo_projects_expected.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
diff --git a/minecode/tests/test_fdroid.py b/minecode/tests/test_fdroid.py
index 8a09509c..2405ad97 100644
--- a/minecode/tests/test_fdroid.py
+++ b/minecode/tests/test_fdroid.py
@@ -18,6 +18,7 @@
 from minecode.mappers import fdroid as fdroid_mapper
 from minecode.visitors import fdroid as fdroid_visitor
 from minecode.visitors import URI
+from minecode.tests import FIXTURES_REGEN
 
 
 class TestFdroidVisitor(JsonBasedTesting):
@@ -33,7 +34,7 @@ def test_FdroidPackageRepoVisitor(self):
         # this is a non-persistent visitor, lets make sure we dont return any data
         assert not data
         expected_loc = self.get_test_loc('fdroid/index-v2-expected-visit.json',)
-        self.check_expected_uris(uris, expected_loc, regen=False)
+        self.check_expected_uris(uris, expected_loc, regen=FIXTURES_REGEN)
 
 
 class TestFdroidMapper(JsonBasedTesting):
@@ -52,4 +53,4 @@ def test_build_packages(self):
 
         packages = [p.to_dict() for p in packages]
         expected_loc = self.get_test_loc('fdroid/index-v2-visited-expected-mapped.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
diff --git a/minecode/tests/test_freebsd.py b/minecode/tests/test_freebsd.py
index 27fdda28..7632d356 100644
--- a/minecode/tests/test_freebsd.py
+++ b/minecode/tests/test_freebsd.py
@@ -19,6 +19,7 @@
 
 from minecode import mappers
 from minecode.visitors import freebsd
+from minecode.tests import FIXTURES_REGEN
 
 
 class FreeBSDVistorTest(JsonBasedTesting):
@@ -31,7 +32,7 @@ def test_visit_freebsd_seed(self):
             mock_http_get.return_value = mocked_requests_get(uri, test_loc)
             uris, _, _ = freebsd.FreeBSDBaseHTMLVisitors(uri)
         expected_loc = self.get_test_loc('freebsd/FreeBSD.org.html_expected')
-        self.check_expected_uris(uris, expected_loc, regen=False)
+        self.check_expected_uris(uris, expected_loc, regen=FIXTURES_REGEN)
 
     def test_visit_freebsd_subHTML(self):
         uri = 'https://pkg.freebsd.org/FreeBSD:10:i386/release_0/'
@@ -40,7 +41,7 @@ def test_visit_freebsd_subHTML(self):
             mock_http_get.return_value = mocked_requests_get(uri, test_loc)
             uris, _, _ = freebsd.FreeBSDSubHTMLVisitors(uri)
         expected_loc = self.get_test_loc('freebsd/FreeBSD-10-i386_release_0_.html_expected')
-        self.check_expected_uris(uris, expected_loc, regen=False)
+        self.check_expected_uris(uris, expected_loc, regen=FIXTURES_REGEN)
 
     def test_visit_freebsd_indexvisitor(self):
         uri = 'https://pkg.freebsd.org/FreeBSD:10:i386/release_0/packagesite.txz'
@@ -49,7 +50,7 @@ def test_visit_freebsd_indexvisitor(self):
             mock_http_get.return_value = mocked_requests_get(uri, test_loc)
             _, data, _ = freebsd.FreeBSDIndexVisitors(uri)
         expected_loc = self.get_test_loc('freebsd/indexfile_expected')
-        self.check_expected_results(data, expected_loc, regen=False)
+        self.check_expected_results(data, expected_loc, regen=FIXTURES_REGEN)
 
 
 class FreedesktopMapperTest(JsonBasedTesting):
@@ -62,4 +63,4 @@ def test_map_index_file(self):
         packages = [p.to_dict() for p in packages]
         expected_loc = self.get_test_loc(
             'freebsd/indexfile_expected_mapper.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
diff --git a/minecode/tests/test_freedesktop.py b/minecode/tests/test_freedesktop.py
index a67a2bd3..896ee593 100644
--- a/minecode/tests/test_freedesktop.py
+++ b/minecode/tests/test_freedesktop.py
@@ -17,6 +17,7 @@
 
 from minecode import mappers
 from minecode.visitors import freedesktop
+from minecode.tests import FIXTURES_REGEN
 
 
 class FreedesktopTest(JsonBasedTesting):
@@ -47,7 +48,7 @@ def test_map_software_html_page_hal(self):
             purl='pkg:freedesktop/hal')
         packages = [p.to_dict() for p in packages]
         expected_loc = self.get_test_loc('freedesktop/hal_project_expected.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
 
     def test_map_software_html_page_libinput(self):
         with open(self.get_test_loc('freedesktop/libinput.html')) as freedesktop_metadata:
@@ -58,4 +59,4 @@ def test_map_software_html_page_libinput(self):
             purl='pkg:freedesktop/libinput')
         packages = [p.to_dict() for p in packages]
         expected_loc = self.get_test_loc('freedesktop/libinput_project_expected.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
diff --git a/minecode/tests/test_github.py b/minecode/tests/test_github.py
index 8ee5ff08..dbf9ebb9 100644
--- a/minecode/tests/test_github.py
+++ b/minecode/tests/test_github.py
@@ -23,6 +23,7 @@
 
 from minecode import mappers
 from minecode.visitors import github
+from minecode.tests import FIXTURES_REGEN
 
 
 class GithubVisitorTest(JsonBasedTesting):
@@ -87,7 +88,7 @@ def test_GithubRepoVisitor(self, mock_get_repo):
         uri = 'https://api.github.com/repos/mojombo/grit'
         _, data, _ = github.GithubSingleRepoVisitor(uri)
         expected_loc = self.get_test_loc('github/mojombo_grit_expected.json')
-        self.check_expected_results(data, expected_loc, regen=False)
+        self.check_expected_results(data, expected_loc, regen=FIXTURES_REGEN)
 
     @patch('github.MainClass.Github.get_repo')
     def test_GithubRepoVisitor_without_tag_without_download(self, mock_get_repo):
@@ -127,7 +128,7 @@ def test_GithubRepoVisitor_without_tag_without_download(self, mock_get_repo):
         uri = 'https://api.github.com/repos/collectiveidea/calendar_builder'
         _, data, _ = github.GithubSingleRepoVisitor(uri)
         expected_loc = self.get_test_loc('github/calendar_builder-expected.json')
-        self.check_expected_results(data, expected_loc, regen=False)
+        self.check_expected_results(data, expected_loc, regen=FIXTURES_REGEN)
 
     def test_GithubReposVisitor(self):
         uri = 'https://api.github.com/repositories?since=0'
@@ -148,7 +149,7 @@ def test_github_repo_mapper1(self):
         packages = mappers.github.build_github_packages(metadata, 'https://api.github.com/repos/collectiveidea/calendar_builder')
         packages = [p.to_dict() for p in packages]
         expected_loc = self.get_test_loc('github/mapper_calendar_builder_expected.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
 
     def test_github_repo_mapper2(self):
         with open(self.get_test_loc('github/mojombo_grit_from_visitor_4mapper_input.json')) as json_metadata:
@@ -156,4 +157,4 @@ def test_github_repo_mapper2(self):
         packages = mappers.github.build_github_packages(metadata, 'https://api.github.com/repos/mojombo/grit')
         packages = [p.to_dict() for p in packages]
         expected_loc = self.get_test_loc('github/mojombo_grit_result_mapper_expected.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
diff --git a/minecode/tests/test_gitlab.py b/minecode/tests/test_gitlab.py
index 4afe7796..368c7192 100644
--- a/minecode/tests/test_gitlab.py
+++ b/minecode/tests/test_gitlab.py
@@ -17,6 +17,7 @@
 from minecode.utils_test import JsonBasedTesting
 
 from minecode.visitors import gitlab
+from minecode.tests import FIXTURES_REGEN
 from minecode import mappers
 
 
@@ -42,7 +43,7 @@ def test_visit_metacpan_api_projects(self):
             uris, _, _ = gitlab.GitlabAPIVisitor(uri)
         expected_loc = self.get_test_loc(
             'gitlab/expected_projects_visitor.json')
-        self.check_expected_uris(uris, expected_loc, regen=False)
+        self.check_expected_uris(uris, expected_loc, regen=FIXTURES_REGEN)
 
 
 class GitlabMapperTest(JsonBasedTesting):
@@ -55,4 +56,4 @@ def test_map_software_html_page_hal(self):
         packages = [p.to_dict() for p in packages]
         expected_loc = self.get_test_loc(
             'gitlab/microservice-express-mongo_expected.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
diff --git a/minecode/tests/test_golang.py b/minecode/tests/test_golang.py
index 1dc9ea42..02113875 100644
--- a/minecode/tests/test_golang.py
+++ b/minecode/tests/test_golang.py
@@ -22,6 +22,7 @@
 from minecode.visitors.golang import GodocSearchVisitor
 from minecode.visitors.golang import parse_package_path
 from minecode.mappers.golang import build_golang_package
+from minecode.tests import FIXTURES_REGEN
 
 
 class GoLangVisitorTest(JsonBasedTesting):
@@ -34,7 +35,7 @@ def test_GoLangGoDocAPIVisitor(self):
             mock_http_get.return_value = mocked_requests_get(uri, test_loc)
             uris, _, _ = GodocIndexVisitor(uri)
         expected_loc = self.get_test_loc('golang/packages_expected_uris.json')
-        self.check_expected_uris(uris, expected_loc, regen=False)
+        self.check_expected_uris(uris, expected_loc, regen=FIXTURES_REGEN)
 
     def test_GodocSearchVisitor(self):
         uri = 'https://api.godoc.org/search?q=github.com/golang'
@@ -43,7 +44,7 @@ def test_GodocSearchVisitor(self):
             mock_http_get.return_value = mocked_requests_get(uri, test_loc)
             uris, _, _ = GodocSearchVisitor(uri)
         expected_loc = self.get_test_loc('golang/godoc_search_expected_uris.json')
-        self.check_expected_uris(uris, expected_loc, regen=False)
+        self.check_expected_uris(uris, expected_loc, regen=FIXTURES_REGEN)
 
     def test_GodocSearchVisitor_with_non_github_urls(self):
         uri = 'https://api.godoc.org/search?q=github.com/golang*'
@@ -52,7 +53,7 @@ def test_GodocSearchVisitor_with_non_github_urls(self):
             mock_http_get.return_value = mocked_requests_get(uri, test_loc)
             uris, _, _ = GodocSearchVisitor(uri)
         expected_loc = self.get_test_loc('golang/godoc_search_off_github_expected_uris.json')
-        self.check_expected_uris(uris, expected_loc, regen=False)
+        self.check_expected_uris(uris, expected_loc, regen=FIXTURES_REGEN)
 
     def test_parse_package_path(self):
         test_path = 'github.com/lambdasoup/go-netlink/log'
@@ -73,7 +74,7 @@ def test_build_golang_package(self):
         package = build_golang_package(package_data, purl)
         package = package.to_dict()
         expected_loc = self.get_test_loc('golang/glog_expected.json')
-        self.check_expected_results(package, expected_loc, regen=False)
+        self.check_expected_results(package, expected_loc, regen=FIXTURES_REGEN)
 
     def test_build_golang_package_bitbucket(self):
         purl = 'pkg:bitbucket/bitbucket.org/zombiezen/yaml?vcs_repository=https://bitbucket.org/zombiezen/yaml'
@@ -82,7 +83,7 @@ def test_build_golang_package_bitbucket(self):
         package = build_golang_package(package_data, purl)
         package = package.to_dict()
         expected_loc = self.get_test_loc('golang/math3_expected.json')
-        self.check_expected_results(package, expected_loc, regen=False)
+        self.check_expected_results(package, expected_loc, regen=FIXTURES_REGEN)
 
     def test_build_golang_package_non_well_known(self):
         purl = 'pkg:golang/winterdrache.de/bindings/sdl'
@@ -91,4 +92,4 @@ def test_build_golang_package_non_well_known(self):
         package = build_golang_package(package_data, purl)
         package = package.to_dict()
         expected_loc = self.get_test_loc('golang/winter_expected.json')
-        self.check_expected_results(package, expected_loc, regen=False)
+        self.check_expected_results(package, expected_loc, regen=FIXTURES_REGEN)
diff --git a/minecode/tests/test_googlecode.py b/minecode/tests/test_googlecode.py
index 9135d8ea..9eb704e7 100644
--- a/minecode/tests/test_googlecode.py
+++ b/minecode/tests/test_googlecode.py
@@ -20,6 +20,7 @@
 from minecode import mappers
 from minecode.visitors import URI
 from minecode.visitors import googlecode
+from minecode.tests import FIXTURES_REGEN
 
 
 class GoogleNewAPIVisitorsTest(JsonBasedTesting):
@@ -67,7 +68,7 @@ def test_visit_google_json(self):
             mock_http_get.return_value = mocked_requests_get(uri, test_loc)
             uris, _, _ = googlecode.GoogleDownloadsPageJsonVisitor(uri)
         expected_loc = self.get_test_loc('googlecode/v2_api/hg4j_download_expected.json')
-        self.check_expected_uris(uris, expected_loc, regen=False)
+        self.check_expected_uris(uris, expected_loc, regen=FIXTURES_REGEN)
 
     def test_visit_googleapi_project_json(self):
         uri = 'https://www.googleapis.com/storage/v1/b/google-code-archive/o/v2%2Fapache-extras.org%2F124799961-qian%2Fproject.json?alt=media'
@@ -88,7 +89,7 @@ def test_build_packages_from_v2_projects_json(self):
         packages = mappers.googlecode.build_packages_from_projectsjson_v2(metadata)
         packages = [p.to_dict() for p in packages]
         expected_loc = self.get_test_loc('googlecode/v2_api/package_expected_project.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
 
     def test_build_packages_from_v1_projects_json(self):
         with open(self.get_test_loc('googlecode/v2_apache-extras.org_124799961-qian_project.json')) as projectsjson_meta:
@@ -96,4 +97,4 @@ def test_build_packages_from_v1_projects_json(self):
         packages = mappers.googlecode.build_packages_from_projectsjson_v1(metadata)
         packages = [p.to_dict() for p in packages]
         expected_loc = self.get_test_loc('googlecode/mapper_expected_v2_apache-extras.org_124799961-qian_project.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
diff --git a/minecode/tests/test_gstreamer.py b/minecode/tests/test_gstreamer.py
index 845e9a35..bd8ab006 100644
--- a/minecode/tests/test_gstreamer.py
+++ b/minecode/tests/test_gstreamer.py
@@ -17,6 +17,7 @@
 from minecode.utils_test import JsonBasedTesting
 
 from minecode.visitors import gstreamer
+from minecode.tests import FIXTURES_REGEN
 from minecode import mappers
 
 
@@ -54,4 +55,4 @@ def test_build_package_from_url(self):
         packages = mappers.gstreamer.build_package_from_url('https://gstreamer.freedesktop.org/src/gst-openmax/pre/gst-openmax-0.10.0.2.tar.bz2')
         packages = [p.to_dict() for p in packages]
         expected_loc = self.get_test_loc('gstreamer/mapper_build_from_url-expected')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
diff --git a/minecode/tests/test_haxe.py b/minecode/tests/test_haxe.py
index ad4564a1..116b666e 100644
--- a/minecode/tests/test_haxe.py
+++ b/minecode/tests/test_haxe.py
@@ -18,6 +18,7 @@
 
 from minecode import mappers
 from minecode.visitors import haxe
+from minecode.tests import FIXTURES_REGEN
 
 
 class HaxeVistorTest(JsonBasedTesting):
@@ -30,7 +31,7 @@ def test_visit_haxe_projects(self):
             mock_http_get.return_value = mocked_requests_get(uri, test_loc)
             uris, _, _ = haxe.HaxeProjectsVisitor(uri)
         expected_loc = self.get_test_loc('haxe/all_haxelibs.html-expected')
-        self.check_expected_uris(uris, expected_loc, regen=False)
+        self.check_expected_uris(uris, expected_loc, regen=FIXTURES_REGEN)
 
     def test_visit_haxe_versions(self):
         uri = 'https://lib.haxe.org/p/openfl/versions'
@@ -39,7 +40,7 @@ def test_visit_haxe_versions(self):
             mock_http_get.return_value = mocked_requests_get(uri, test_loc)
             uris, _, _ = haxe.HaxeVersionsVisitor(uri)
         expected_loc = self.get_test_loc('haxe/all_versions_openfl.html-expected')
-        self.check_expected_uris(uris, expected_loc, regen=False)
+        self.check_expected_uris(uris, expected_loc, regen=FIXTURES_REGEN)
 
     def test_visit_haxe_package_json(self):
         uri = 'https://lib.haxe.org/p/openfl/8.5.1/raw-files/openfl/package.json'
@@ -48,7 +49,7 @@ def test_visit_haxe_package_json(self):
             mock_http_get.return_value = mocked_requests_get(uri, test_loc)
             _, data, _ = haxe.HaxePackageJsonVisitor(uri)
         expected_loc = self.get_test_loc('haxe/openfl-8.5.1-package.json-expected')
-        self.check_expected_results(data, expected_loc, regen=False)
+        self.check_expected_results(data, expected_loc, regen=FIXTURES_REGEN)
 
 
 class HaxeMappersTest(JsonBasedTesting):
@@ -60,4 +61,4 @@ def test_build_project_package_json(self):
         packages = mappers.haxe.build_packages_with_json(metadata)
         packages = [p.to_dict() for p in packages]
         expected_loc = self.get_test_loc('haxe/project_package.json-expected')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
diff --git a/minecode/tests/test_housekeeping.py b/minecode/tests/test_housekeeping.py
index 8796a4c1..62b87077 100644
--- a/minecode/tests/test_housekeeping.py
+++ b/minecode/tests/test_housekeeping.py
@@ -27,6 +27,7 @@
 from minecode.management.commands.run_visit import visit_uri
 
 from minecode.models import ResourceURI
+from minecode.tests import FIXTURES_REGEN
 
 
 class PackageLicenseCheckTest(JsonBasedTesting, DjangoTestCase):
@@ -41,7 +42,7 @@ def test_find_ambiguous_packages_declared_license(self):
         )
         packages = [p.to_dict() for p in find_ambiguous_packages()]
         expected_loc = self.get_test_loc('housekeeping/declared_license_search_expected.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
 
     def test_find_ambiguous_packages_license_expression(self):
         packagedb.models.Package.objects.create(
@@ -53,7 +54,7 @@ def test_find_ambiguous_packages_license_expression(self):
         packages = [p.to_dict() for p in find_ambiguous_packages()]
 
         expected_loc = self.get_test_loc('housekeeping/license_expression_search_expected.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
 
     def test_find_ambiguous_packages_license_expression_ignore_uppercase(self):
         packagedb.models.Package.objects.create(
@@ -66,7 +67,7 @@ def test_find_ambiguous_packages_license_expression_ignore_uppercase(self):
 
         expected_loc = self.get_test_loc('housekeeping/ignore_upper_case_search_expected.json')
 
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
 
     def test_run_check_licenses_command(self):
         packagedb.models.Package.objects.create(
@@ -84,7 +85,7 @@ def test_run_check_licenses_command(self):
 
         with open(results_loc) as results:
             res = json.load(results)
-        self.check_expected_results(res, expected_loc, regen=False)
+        self.check_expected_results(res, expected_loc, regen=FIXTURES_REGEN)
 
     def test_run_check_licenses_command_with_empty_package(self):
         output = StringIO()
@@ -105,4 +106,4 @@ def test_visit_and_map_using_pom(self):
             map_uri(resource_uri)
         packages = [p.to_dict() for p in find_ambiguous_packages()]
         expected_loc = self.get_test_loc('housekeeping/bytejta-supports-0.5.0-ALPHA4.pom_search_expected.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
diff --git a/minecode/tests/test_indexing.py b/minecode/tests/test_indexing.py
index 24d46b45..e502e6d4 100644
--- a/minecode/tests/test_indexing.py
+++ b/minecode/tests/test_indexing.py
@@ -16,6 +16,7 @@
 from minecode.models import ScannableURI
 from minecode.utils_test import MiningTestCase
 from minecode.utils_test import JsonBasedTesting
+from minecode.tests import FIXTURES_REGEN
 from packagedb.models import Package
 from packagedb.models import Resource
 
@@ -41,7 +42,7 @@ def test_indexing_index_package_files(self):
         self.assertEqual(64, len(result))
         results = [r.to_dict() for r in result]
         expected_resources_loc = self.get_test_loc('scancodeio/get_scan_data_expected_resources.json')
-        self.check_expected_results(results, expected_resources_loc, regen=False)
+        self.check_expected_results(results, expected_resources_loc, regen=FIXTURES_REGEN)
 
     def test_indexing_index_package(self):
         scan_data_loc = self.get_test_loc('scancodeio/get_scan_data.json')
diff --git a/minecode/tests/test_ls.py b/minecode/tests/test_ls.py
index 79d43d5d..637a7a05 100644
--- a/minecode/tests/test_ls.py
+++ b/minecode/tests/test_ls.py
@@ -13,6 +13,7 @@
 import os
 
 from minecode.utils_test import JsonBasedTesting
+from minecode.tests import FIXTURES_REGEN
 from minecode import ls
 
 
@@ -30,7 +31,7 @@ def test_remove_inode_works_even_with_space_at_line_start(self):
         expected = u'drwxrwxr-x   4 svnwc    svnwc        4096 May  4 15:57 ./perl'
         self.assertEqual(expected, ls.remove_inode(test))
 
-    def check_listing(self, test_file, expected_file, from_find=True, regen=False):
+    def check_listing(self, test_file, expected_file, from_find=True, regen=FIXTURES_REGEN):
         test_file = self.get_test_loc(test_file)
         test_text = open(test_file).read()
         results = list(ls.parse_directory_listing(test_text, from_find=from_find))
@@ -47,20 +48,20 @@ def check_listing(self, test_file, expected_file, from_find=True, regen=False):
     def test_parse_listing_from_findls(self):
         test_file = 'directories/find-ls'
         expected_file = 'directories/find-ls-expected.json'
-        self.check_listing(test_file, expected_file, from_find=True, regen=False)
+        self.check_listing(test_file, expected_file, from_find=True, regen=FIXTURES_REGEN)
 
     def test_parse_listing_from_findls_from_apache_does_not_fail_on_first_line(self):
         test_file = 'directories/find-ls-apache-start'
         expected_file = 'directories/find-ls-apache-start-expected.json'
-        self.check_listing(test_file, expected_file, from_find=True, regen=False)
+        self.check_listing(test_file, expected_file, from_find=True, regen=FIXTURES_REGEN)
 
     def test_parse_listing_from_lslr(self):
         test_file = 'directories/ls-lr'
         expected_file = 'directories/ls-lr-expected.json'
-        self.check_listing(test_file, expected_file, from_find=False, regen=False)
+        self.check_listing(test_file, expected_file, from_find=False, regen=FIXTURES_REGEN)
 
     def test_parse_listing_from_lslr_at_ubuntu(self):
         test_file = 'directories/ls-lr-ubuntu'
         expected_file = 'directories/ls-lr-ubuntu-expected.json'
         self.maxDiff = None
-        self.check_listing(test_file, expected_file, from_find=False, regen=False)
+        self.check_listing(test_file, expected_file, from_find=False, regen=FIXTURES_REGEN)
diff --git a/minecode/tests/test_maven.py b/minecode/tests/test_maven.py
index 2375f20b..29ca649a 100644
--- a/minecode/tests/test_maven.py
+++ b/minecode/tests/test_maven.py
@@ -25,6 +25,7 @@
 from minecode.utils_test import JsonBasedTesting
 from minecode.utils_test import model_to_dict
 from minecode.visitors import maven as maven_visitor
+from minecode.tests import FIXTURES_REGEN
 import packagedb
 
 from packagedcode.maven import _parse
@@ -54,7 +55,7 @@ def test_get_entries(self):
         fields = set(fields)
         result = list(maven_visitor.get_entries(index, fields=fields))
         expected_loc = self.get_test_loc('maven/index/expected_entries.json')
-        self.check_expected_results(result, expected_loc, regen=False)
+        self.check_expected_results(result, expected_loc, regen=FIXTURES_REGEN)
 
     def test_get_entries_increment(self):
         index = self.get_test_loc('maven/index/increment/nexus-maven-repository-index.445.gz')
@@ -62,7 +63,7 @@ def test_get_entries_increment(self):
         fields = set(fields)
         result = list(maven_visitor.get_entries(index, fields=fields))
         expected_loc = self.get_test_loc('maven/index/increment/expected_entries.json')
-        self.check_expected_results(result, expected_loc, regen=False)
+        self.check_expected_results(result, expected_loc, regen=FIXTURES_REGEN)
 
     def test_get_entries_buggy(self):
         index = self.get_test_loc('maven/index/buggy/nexus-maven-repository-index.gz')
@@ -70,7 +71,7 @@ def test_get_entries_buggy(self):
         fields = set(fields)
         result = list(maven_visitor.get_entries(index, fields=fields))
         expected_loc = self.get_test_loc('maven/index/buggy/expected_entries.json')
-        self.check_expected_results(result, expected_loc, regen=False)
+        self.check_expected_results(result, expected_loc, regen=FIXTURES_REGEN)
 
     def test_get_artifacts_full(self):
         index = self.get_test_loc('maven/index/nexus-maven-repository-index.gz')
@@ -84,7 +85,7 @@ def test_get_artifacts_full(self):
 
         result = [a.to_dict() for a in maven_visitor.get_artifacts(index, fields, include_all=True)]
         expected_loc = self.get_test_loc('maven/index/expected_artifacts.json')
-        self.check_expected_results(result, expected_loc, regen=False)
+        self.check_expected_results(result, expected_loc, regen=FIXTURES_REGEN)
 
     def test_get_artifacts_increment(self):
         index = self.get_test_loc('maven/index/increment/nexus-maven-repository-index.445.gz')
@@ -92,7 +93,7 @@ def test_get_artifacts_increment(self):
         fields = set(fields)
         result = [a.to_dict() for a in maven_visitor.get_artifacts(index, fields, include_all=True)]
         expected_loc = self.get_test_loc('maven/index/increment/expected_artifacts.json')
-        self.check_expected_results(result, expected_loc, regen=False)
+        self.check_expected_results(result, expected_loc, regen=FIXTURES_REGEN)
 
     def test_get_artifacts_buggy(self):
         index = self.get_test_loc('maven/index/buggy/nexus-maven-repository-index.gz')
@@ -100,7 +101,7 @@ def test_get_artifacts_buggy(self):
         fields = set(fields)
         result = [a.to_dict() for a in maven_visitor.get_artifacts(index, fields, include_all=True)]
         expected_loc = self.get_test_loc('maven/index/buggy/expected_artifacts.json')
-        self.check_expected_results(result, expected_loc, regen=False)
+        self.check_expected_results(result, expected_loc, regen=FIXTURES_REGEN)
 
     def test_get_artifacts_defaults(self):
         index = self.get_test_loc('maven/index/nexus-maven-repository-index.gz')
@@ -205,7 +206,7 @@ def test_MavenNexusIndexVisitor_uris(self):
             mock_http_get.return_value = mocked_requests_get(uri, test_loc)
             uris, _data, _errors = maven_visitor.MavenNexusIndexVisitor(uri)
         expected_loc = self.get_test_loc('maven/index/expected_uris.json')
-        self.check_expected_uris(uris, expected_loc, data_is_json=True, regen=False)
+        self.check_expected_uris(uris, expected_loc, data_is_json=True, regen=FIXTURES_REGEN)
 
     def test_MavenNexusIndexPropertiesVisitor(self):
         uri = 'https://repo1.maven.org/maven2/.index/nexus-maven-repository-index.properties'
@@ -214,7 +215,7 @@ def test_MavenNexusIndexPropertiesVisitor(self):
             mock_http_get.return_value = mocked_requests_get(uri, test_loc)
             uris, _data, _errors = maven_visitor.MavenNexusPropertiesVisitor(uri)
         expected_loc = self.get_test_loc('maven/index/increment/expected_properties_uris.json')
-        self.check_expected_uris(uris, expected_loc, data_is_json=True, regen=False)
+        self.check_expected_uris(uris, expected_loc, data_is_json=True, regen=FIXTURES_REGEN)
 
     def test_MavenNexusIndexVisitor_uris_increment(self):
         uri = 'https://repo1.maven.org/maven2/.index/nexus-maven-repository-index.445.gz'
@@ -223,7 +224,7 @@ def test_MavenNexusIndexVisitor_uris_increment(self):
             mock_http_get.return_value = mocked_requests_get(uri, test_loc)
             uris, _data, _errors = maven_visitor.MavenNexusIndexVisitor(uri)
         expected_loc = self.get_test_loc('maven/index/increment/expected_uris.json')
-        self.check_expected_uris(uris, expected_loc, data_is_json=True, regen=False)
+        self.check_expected_uris(uris, expected_loc, data_is_json=True, regen=FIXTURES_REGEN)
 
     def test_MavenNexusIndexVisitor_uris_buggy(self):
         uri = 'https://repo1.maven.org/maven2/.index/nexus-maven-repository-index.gz'
@@ -232,7 +233,7 @@ def test_MavenNexusIndexVisitor_uris_buggy(self):
             mock_http_get.return_value = mocked_requests_get(uri, test_loc)
             uris, _data, _errors = maven_visitor.MavenNexusIndexVisitor(uri)
         expected_loc = self.get_test_loc('maven/index/buggy/expected_uris.json')
-        self.check_expected_uris(uris, expected_loc, data_is_json=True, regen=False)
+        self.check_expected_uris(uris, expected_loc, data_is_json=True, regen=FIXTURES_REGEN)
 
     def test_visit_uri_does_not_fail_on_incorrect_sha1(self):
         uri = 'https://repo1.maven.org/maven2/.index/nexus-maven-repository-index.gz'
@@ -252,7 +253,7 @@ def test_visit_uri_does_not_fail_on_incorrect_sha1(self):
         results = [model_to_dict(rec, fields=['uri', 'sha1']) for rec in visited]
         results = sorted(results, key=itemgetter('uri'))
         expected_loc = self.get_test_loc('maven/index/buggy/expected_visited_uris.json')
-        self.check_expected_results(results, expected_loc, regen=False)
+        self.check_expected_results(results, expected_loc, regen=FIXTURES_REGEN)
         visited.delete()
 
     def test_MavenPOMVisitor_data(self):
@@ -289,7 +290,7 @@ def test_MavenNexusIndexVisitor_with_run_visit_then_map_end2end(self):
         results = list(model_to_dict(rec, exclude=['id']) for rec in visited)
         results = sorted(results, key=itemgetter('uri'))
         expected_loc = self.get_test_loc('maven/end2end/expected_visited_uris.json')
-        self.check_expected_results(results, expected_loc, regen=False)
+        self.check_expected_results(results, expected_loc, regen=FIXTURES_REGEN)
 
         pre_visited_uris = ResourceURI.objects.filter(
             uri__contains='maven-index://').exclude(id__in=before)
@@ -313,7 +314,7 @@ def test_MavenNexusIndexVisitor_with_run_visit_then_map_end2end(self):
 
         package_results = list(pac.to_dict() for pac in newly_mapped)
         expected_loc = self.get_test_loc('maven/end2end/expected_mapped_packages.json')
-        self.check_expected_results(package_results, expected_loc, fields_to_remove=['package_sets'], regen=False)
+        self.check_expected_results(package_results, expected_loc, fields_to_remove=['package_sets'], regen=FIXTURES_REGEN)
 
         # check that the map status has been updated correctly
         visited_then_mapped = ResourceURI.objects.filter(uri__contains='maven-index://')
@@ -341,7 +342,7 @@ def test_visit_and_map_using_pom_with_unicode(self):
 
         uri_results = sorted(model_to_dict(rec, exclude=['id']) for rec in visited)
         expected_loc = self.get_test_loc('maven/end2end_unicode/expected_visited_commons-jaxrs-1.22.json')
-        self.check_expected_results(uri_results, expected_loc, regen=False)
+        self.check_expected_results(uri_results, expected_loc, regen=FIXTURES_REGEN)
 
         if before_pkg:
             mapped = packagedb.models.Package.objects.exclude(id__in=before_pkg)
@@ -350,7 +351,7 @@ def test_visit_and_map_using_pom_with_unicode(self):
 
         package_results = sorted(pac.to_dict() for pac in mapped)
         expected_loc = self.get_test_loc('maven/end2end_unicode/expected_mapped_commons-jaxrs-1.22.json')
-        self.check_expected_results(package_results, expected_loc, regen=False)
+        self.check_expected_results(package_results, expected_loc, regen=FIXTURES_REGEN)
 
     def test_visit_and_map_using_pom_with_unicode_multisteps(self):
         # this test deals with a single POM and the results from
@@ -373,7 +374,7 @@ def test_visit_and_map_using_pom_with_unicode_multisteps(self):
 
         package_results = sorted((pac.to_dict() for pac in mapped), key=lambda d: list(d.keys()))
         expected_loc = self.get_test_loc('maven/end2end_multisteps/expected_mapped_commons-jaxrs-1.21-from-index.json')
-        self.check_expected_results(package_results, expected_loc, fields_to_remove=['package_sets'], regen=False)
+        self.check_expected_results(package_results, expected_loc, fields_to_remove=['package_sets'], regen=FIXTURES_REGEN)
 
         # Step 2: map a POM
 
@@ -390,7 +391,7 @@ def test_visit_and_map_using_pom_with_unicode_multisteps(self):
 
         package_results = sorted((pac.to_dict() for pac in mapped), key=lambda d: list(d.keys()))
         expected_loc = self.get_test_loc('maven/end2end_multisteps/expected_mapped_commons-jaxrs-1.21-from-pom.json')
-        self.check_expected_results(package_results, expected_loc, fields_to_remove=['package_sets'], regen=False)
+        self.check_expected_results(package_results, expected_loc, fields_to_remove=['package_sets'], regen=FIXTURES_REGEN)
 
     def test_visit_and_map_with_index(self):
         uri = 'https://repo1.maven.org/maven2/.index/nexus-maven-repository-index.properties'
@@ -413,7 +414,7 @@ def test_visit_and_map_with_index(self):
 
         uri_results = list(model_to_dict(rec, exclude=['id']) for rec in visited)
         expected_loc = self.get_test_loc('maven/end2end_index/expected_visited_index.json')
-        self.check_expected_results(uri_results, expected_loc, regen=False)
+        self.check_expected_results(uri_results, expected_loc, regen=FIXTURES_REGEN)
 
         uri = 'https://repo1.maven.org/maven2/.index/nexus-maven-repository-index.543.gz'
         # Use a small index file for test cases
@@ -432,7 +433,7 @@ def test_visit_and_map_with_index(self):
 
         uri_results = list(model_to_dict(rec, exclude=['id']) for rec in visited)
         expected_loc = self.get_test_loc('maven/end2end_index/expected_visited_increment_index.json')
-        self.check_expected_results(uri_results, expected_loc, regen=False)
+        self.check_expected_results(uri_results, expected_loc, regen=FIXTURES_REGEN)
 
 
 class MavenXmlMetadataVisitorTest(JsonBasedTesting):
@@ -491,7 +492,7 @@ def test_visit_and_build_package_from_pom_axis(self):
             _, data, _ = maven_visitor.MavenPOMVisitor(uri)
         package = maven_mapper.get_package(data).to_dict()
         expected_loc = self.get_test_loc('maven/mapper/axis-1.4.pom.package.json')
-        self.check_expected_results(package, expected_loc, regen=False)
+        self.check_expected_results(package, expected_loc, regen=FIXTURES_REGEN)
 
     def test_visit_and_build_package_from_pom_commons_pool(self):
         uri = 'https://repo1.maven.org/maven2/commons-pool/commons-pool/1.5.7/commons-pool-1.5.7.pom'
@@ -501,7 +502,7 @@ def test_visit_and_build_package_from_pom_commons_pool(self):
             _, data, _ = maven_visitor.MavenPOMVisitor(uri)
         package = maven_mapper.get_package(data).to_dict()
         expected_loc = self.get_test_loc('maven/mapper/commons-pool-1.5.7.pom.package.json')
-        self.check_expected_results(package, expected_loc, regen=False)
+        self.check_expected_results(package, expected_loc, regen=FIXTURES_REGEN)
 
     def test_visit_and_build_package_from_pom_struts(self):
         uri = 'https://repo1.maven.org/maven2/struts-menu/struts-menu/2.4.2/struts-menu-2.4.2.pom'
@@ -511,7 +512,7 @@ def test_visit_and_build_package_from_pom_struts(self):
             _, data, _ = maven_visitor.MavenPOMVisitor(uri)
         package = maven_mapper.get_package(data).to_dict()
         expected_loc = self.get_test_loc('maven/mapper/struts-menu-2.4.2.pom.package.json')
-        self.check_expected_results(package, expected_loc, regen=False)
+        self.check_expected_results(package, expected_loc, regen=FIXTURES_REGEN)
 
     def test_visit_and_build_package_from_pom_mysql(self):
         uri = 'https://repo1.maven.org/maven2/mysql/mysql-connector-java/5.1.27/mysql-connector-java-5.1.27.pom'
@@ -521,7 +522,7 @@ def test_visit_and_build_package_from_pom_mysql(self):
             _, data, _ = maven_visitor.MavenPOMVisitor(uri)
         package = maven_mapper.get_package(data).to_dict()
         expected_loc = self.get_test_loc('maven/mapper/mysql-connector-java-5.1.27.pom.package.json')
-        self.check_expected_results(package, expected_loc, regen=False)
+        self.check_expected_results(package, expected_loc, regen=FIXTURES_REGEN)
 
     def test_visit_and_build_package_from_pom_xbean(self):
         uri = 'https://repo1.maven.org/maven2/xbean/xbean-jmx/2.0/xbean-jmx-2.0.pom'
@@ -531,7 +532,7 @@ def test_visit_and_build_package_from_pom_xbean(self):
             _, data, _ = maven_visitor.MavenPOMVisitor(uri)
         package = maven_mapper.get_package(data).to_dict()
         expected_loc = self.get_test_loc('maven/mapper/xbean-jmx-2.0.pom.package.json')
-        self.check_expected_results(package, expected_loc, regen=False)
+        self.check_expected_results(package, expected_loc, regen=FIXTURES_REGEN)
 
     def test_visit_and_build_package_from_pom_maven_all(self):
         uri = 'https://repo1.maven.org/maven2/date/yetao/maven/maven-all/1.0-RELEASE/maven-all-1.0-RELEASE.pom'
@@ -541,7 +542,7 @@ def test_visit_and_build_package_from_pom_maven_all(self):
             _, data, _ = maven_visitor.MavenPOMVisitor(uri)
         package = maven_mapper.get_package(data).to_dict()
         expected_loc = self.get_test_loc('maven/mapper/maven-all-1.0-RELEASE.pom.package.json')
-        self.check_expected_results(package, expected_loc, regen=False)
+        self.check_expected_results(package, expected_loc, regen=FIXTURES_REGEN)
 
     def test_visit_and_build_package_from_pom_with_unicode(self):
         uri = 'https://repo1.maven.org/maven2/edu/psu/swe/commons/commons-jaxrs/1.21/commons-jaxrs-1.21.pom'
@@ -551,7 +552,7 @@ def test_visit_and_build_package_from_pom_with_unicode(self):
             _, data, _ = maven_visitor.MavenPOMVisitor(uri)
         package = maven_mapper.get_package(data).to_dict()
         expected_loc = self.get_test_loc('maven/mapper/commons-jaxrs-1.21.pom.package.json')
-        self.check_expected_results(package, expected_loc, regen=False)
+        self.check_expected_results(package, expected_loc, regen=FIXTURES_REGEN)
 
 
 class MavenMapperGetPackageTest(JsonBasedTesting, DjangoTestCase):
@@ -562,91 +563,91 @@ def test_get_package_from_pom_1(self):
         data = open(test_loc).read()
         package = maven_mapper.get_package(data).to_dict()
         expected_loc = self.get_test_loc('maven/parsing/parse/jds-3.0.1.pom.package.json')
-        self.check_expected_results(package, expected_loc, regen=False)
+        self.check_expected_results(package, expected_loc, regen=FIXTURES_REGEN)
 
     def test_get_package_from_pom_2(self):
         test_loc = self.get_test_loc('maven/parsing/parse/springmvc-rest-docs-maven-plugin-1.0-RC1.pom')
         data = open(test_loc).read()
         package = maven_mapper.get_package(data).to_dict()
         expected_loc = self.get_test_loc('maven/parsing/parse/springmvc-rest-docs-maven-plugin-1.0-RC1.pom.package.json')
-        self.check_expected_results(package, expected_loc, regen=False)
+        self.check_expected_results(package, expected_loc, regen=FIXTURES_REGEN)
 
     def test_get_package_from_pom_3(self):
         test_loc = self.get_test_loc('maven/parsing/parse/jds-2.17.0718b.pom')
         data = open(test_loc).read()
         package = maven_mapper.get_package(data).to_dict()
         expected_loc = self.get_test_loc('maven/parsing/parse/jds-2.17.0718b.pom.package.json')
-        self.check_expected_results(package, expected_loc, regen=False)
+        self.check_expected_results(package, expected_loc, regen=FIXTURES_REGEN)
 
     def test_get_package_from_pom_4(self):
         test_loc = self.get_test_loc('maven/parsing/parse/maven-javanet-plugin-1.7.pom')
         data = open(test_loc).read()
         package = maven_mapper.get_package(data).to_dict()
         expected_loc = self.get_test_loc('maven/parsing/parse/maven-javanet-plugin-1.7.pom.package.json')
-        self.check_expected_results(package, expected_loc, regen=False)
+        self.check_expected_results(package, expected_loc, regen=FIXTURES_REGEN)
 
     def test_get_package_from_pom_5(self):
         test_loc = self.get_test_loc('maven/parsing/loop/coreplugin-1.0.0.pom')
         data = open(test_loc).read()
         package = maven_mapper.get_package(data).to_dict()
         expected_loc = self.get_test_loc('maven/parsing/loop/coreplugin-1.0.0.pom.package.json')
-        self.check_expected_results(package, expected_loc, regen=False)
+        self.check_expected_results(package, expected_loc, regen=FIXTURES_REGEN)
 
     def test_get_package_from_pom_6(self):
         test_loc = self.get_test_loc('maven/parsing/loop/argus-webservices-2.7.0.pom')
         data = open(test_loc).read()
         package = maven_mapper.get_package(data).to_dict()
         expected_loc = self.get_test_loc('maven/parsing/loop/argus-webservices-2.7.0.pom.package.json')
-        self.check_expected_results(package, expected_loc, regen=False)
+        self.check_expected_results(package, expected_loc, regen=FIXTURES_REGEN)
 
     def test_get_package_from_pom_7(self):
         test_loc = self.get_test_loc('maven/parsing/loop/pkg-2.0.13.1005.pom')
         data = open(test_loc).read()
         package = maven_mapper.get_package(data).to_dict()
         expected_loc = self.get_test_loc('maven/parsing/loop/pkg-2.0.13.1005.pom.package.json')
-        self.check_expected_results(package, expected_loc, regen=False)
+        self.check_expected_results(package, expected_loc, regen=FIXTURES_REGEN)
 
     def test_get_package_from_pom_8(self):
         test_loc = self.get_test_loc('maven/parsing/loop/ojcms-beans-0.1-beta.pom')
         data = open(test_loc).read()
         package = maven_mapper.get_package(data).to_dict()
         expected_loc = self.get_test_loc('maven/parsing/loop/ojcms-beans-0.1-beta.pom.package.json')
-        self.check_expected_results(package, expected_loc, regen=False)
+        self.check_expected_results(package, expected_loc, regen=FIXTURES_REGEN)
 
     def test_get_package_from_pom_9(self):
         test_loc = self.get_test_loc('maven/parsing/loop/jacuzzi-annotations-0.2.1.pom')
         data = open(test_loc).read()
         package = maven_mapper.get_package(data).to_dict()
         expected_loc = self.get_test_loc('maven/parsing/loop/jacuzzi-annotations-0.2.1.pom.package.json')
-        self.check_expected_results(package, expected_loc, regen=False)
+        self.check_expected_results(package, expected_loc, regen=FIXTURES_REGEN)
 
     def test_get_package_from_pom_10(self):
         test_loc = self.get_test_loc('maven/parsing/loop/argus-webservices-2.8.0.pom')
         data = open(test_loc).read()
         package = maven_mapper.get_package(data).to_dict()
         expected_loc = self.get_test_loc('maven/parsing/loop/argus-webservices-2.8.0.pom.package.json')
-        self.check_expected_results(package, expected_loc, regen=False)
+        self.check_expected_results(package, expected_loc, regen=FIXTURES_REGEN)
 
     def test_get_package_from_pom_11(self):
         test_loc = self.get_test_loc('maven/parsing/loop/jacuzzi-database-0.2.1.pom')
         data = open(test_loc).read()
         package = maven_mapper.get_package(data).to_dict()
         expected_loc = self.get_test_loc('maven/parsing/loop/jacuzzi-database-0.2.1.pom.package.json')
-        self.check_expected_results(package, expected_loc, regen=False)
+        self.check_expected_results(package, expected_loc, regen=FIXTURES_REGEN)
 
     def test_get_package_from_pom_12(self):
         test_loc = self.get_test_loc('maven/parsing/empty/common-object-1.0.2.pom')
         data = open(test_loc).read()
         package = maven_mapper.get_package(data).to_dict()
         expected_loc = self.get_test_loc('maven/parsing/empty/common-object-1.0.2.pom.package.json')
-        self.check_expected_results(package, expected_loc, regen=False)
+        self.check_expected_results(package, expected_loc, regen=FIXTURES_REGEN)
 
     def test_get_package_from_pom_13(self):
         test_loc = self.get_test_loc('maven/parsing/empty/osgl-http-1.1.2.pom')
         data = open(test_loc).read()
         package = maven_mapper.get_package(data).to_dict()
         expected_loc = self.get_test_loc('maven/parsing/empty/osgl-http-1.1.2.pom.package.json')
-        self.check_expected_results(package, expected_loc, regen=False)
+        self.check_expected_results(package, expected_loc, regen=FIXTURES_REGEN)
 
     def test_regex_maven_pom_mapper_1(self):
         regex = re.compile(r'^https?://repo1.maven.org/maven2/.*\.pom$')
@@ -661,7 +662,7 @@ def test_MavenNexusIndexVisitor_uris_increment_contain_correct_purl(self):
             uris, _data, _errors = maven_visitor.MavenNexusIndexVisitor(uri)
         uris = [u for i, u in enumerate(uris) if i % 500 == 0]
         expected_loc = self.get_test_loc('maven/index/increment2/expected_uris.json')
-        self.check_expected_uris(uris, expected_loc, data_is_json=True, regen=False)
+        self.check_expected_uris(uris, expected_loc, data_is_json=True, regen=FIXTURES_REGEN)
 
     def test_MavenNexusIndexVisitor_then_get_mini_package_from_index_data(self):
         uri = 'https://repo1.maven.org/maven2/.index/nexus-maven-repository-index.457.gz'
@@ -676,7 +677,7 @@ def test_MavenNexusIndexVisitor_then_get_mini_package_from_index_data(self):
                 minip = maven_mapper.get_mini_package(u.data, u.uri, u.package_url)
                 results.append(minip and minip.to_dict() or minip)
         expected_loc = self.get_test_loc('maven/index/increment2/expected_mini_package.json')
-        self.check_expected_results(results, expected_loc, regen=False)
+        self.check_expected_results(results, expected_loc, regen=FIXTURES_REGEN)
 
     def test_get_package_from_pom_does_create_a_correct_qualifier(self):
         'https://repo1.maven.org/maven2/org/hspconsortium/reference/hspc-reference-auth-server-webapp/1.9.1/hspc-reference-auth-server-webapp-1.9.1.pom'
@@ -688,8 +689,8 @@ class MavenPriorityQueueTests(JsonBasedTesting, DjangoTestCase):
     def setUp(self):
         super(MavenPriorityQueueTests, self).setUp()
 
-        expected_pom_loc = self.get_test_loc('maven/pom/classworlds-1.1.pom')
-        with open(expected_pom_loc) as f:
+        self.expected_pom_loc = self.get_test_loc('maven/pom/classworlds-1.1.pom')
+        with open(self.expected_pom_loc) as f:
             self.expected_pom_contents = f.read()
 
         self.scan_package = _parse(
@@ -699,7 +700,7 @@ def setUp(self):
             text=self.expected_pom_contents,
         )
 
-    def test_get_pom_text(self, regen=False):
+    def test_get_pom_text(self, regen=FIXTURES_REGEN):
         pom_contents = maven_visitor.get_pom_text(
             namespace=self.scan_package.namespace,
             name=self.scan_package.name,
@@ -760,7 +761,7 @@ def test_process_request(self):
             (purl_sources_str, sources_download_url), purls
         )
 
-    def test_fetch_parent(self, regen=False):
+    def test_fetch_parent(self, regen=FIXTURES_REGEN):
         pom_loc = self.get_test_loc('maven/pom/ant-antlr-1.10.1.pom')
         with open(pom_loc) as f:
             pom_text = f.read()
@@ -791,7 +792,7 @@ def test_get_ancestry(self):
             expected_ancestor_pom_texts.append(expected_pom_text)
         self.assertEqual(expected_ancestor_pom_texts, ancestor_pom_texts)
 
-    def test_merge_parent(self, regen=False):
+    def test_merge_parent(self, regen=FIXTURES_REGEN):
         pom_loc = self.get_test_loc('maven/pom/ant-antlr-1.10.1.pom')
         with open(pom_loc) as f:
             pom_text = f.read()
@@ -817,7 +818,7 @@ def test_merge_parent(self, regen=False):
         expected_after_loc = self.get_test_loc('maven/pom/ant-antlr-1.10.1-package_after.json')
         self.check_expected_results(package.to_dict(), expected_after_loc, regen=regen)
 
-    def test_merge_ancestors(self, regen=False):
+    def test_merge_ancestors(self, regen=FIXTURES_REGEN):
         pom_loc = self.get_test_loc('maven/pom/pulsar-client-1x-2.5.1.pom')
         with open(pom_loc) as f:
             pom_text = f.read()
@@ -845,7 +846,7 @@ def test_merge_ancestors(self, regen=False):
         self.check_expected_results(package.to_dict(), expected_after_loc, regen=regen)
 
     @mock.patch("minecode.visitors.maven.get_pom_text")
-    def test_get_merged_ancestor_package_from_maven_package(self, get_pom_text_mock, regen=False):
+    def test_get_merged_ancestor_package_from_maven_package(self, get_pom_text_mock, regen=FIXTURES_REGEN):
         get_pom_text_mock.return_value = ""
         ancestor_pom_texts = []
         with patch("minecode.visitors.maven.get_ancestry") as mock_get_ancestry:
diff --git a/minecode/tests/test_model_utils.py b/minecode/tests/test_model_utils.py
index 2ad10150..7aaf74f6 100644
--- a/minecode/tests/test_model_utils.py
+++ b/minecode/tests/test_model_utils.py
@@ -16,6 +16,7 @@
 from minecode.model_utils import update_or_create_resource
 from minecode.utils_test import JsonBasedTesting
 from minecode.utils_test import MiningTestCase
+from minecode.tests import FIXTURES_REGEN
 from packagedb.models import Package
 from packagedb.models import Resource
 
@@ -46,7 +47,7 @@ def test_merge_or_create_package_create_package(self):
             package.to_dict(),
             expected_loc,
             fields_to_remove=['package_sets'],
-            regen=False,
+            regen=FIXTURES_REGEN,
         )
 
     def test_merge_or_create_package_merge_package(self):
@@ -64,7 +65,7 @@ def test_merge_or_create_package_merge_package(self):
             package.to_dict(),
             before_merge_loc,
             fields_to_remove=['package_sets'],
-            regen=False,
+            regen=FIXTURES_REGEN,
         )
         package, created, merged, map_error = merge_or_create_package(
             self.scanned_package,
@@ -80,7 +81,7 @@ def test_merge_or_create_package_merge_package(self):
             package.to_dict(),
             expected_loc,
             fields_to_remove=['package_sets'],
-            regen=False,
+            regen=FIXTURES_REGEN,
         )
         history = package.get_history()
         self.assertEqual(1, len(history))
@@ -96,7 +97,7 @@ def test_merge_or_create_package_merge_package(self):
         data = entry['data']
         updated_fields = data['updated_fields']
         expected_updated_fields_loc = self.get_test_loc('model_utils/expected_updated_fields.json')
-        self.check_expected_results(updated_fields, expected_updated_fields_loc, regen=False)
+        self.check_expected_results(updated_fields, expected_updated_fields_loc, regen=FIXTURES_REGEN)
 
 
 class UpdateORCreateResourceTest(TransactionTestCase):
diff --git a/minecode/tests/test_npm.py b/minecode/tests/test_npm.py
index 745aabe2..8ad5bb18 100644
--- a/minecode/tests/test_npm.py
+++ b/minecode/tests/test_npm.py
@@ -26,6 +26,7 @@
 from minecode.utils_test import JsonBasedTesting
 from minecode.utils_test import mocked_requests_get
 from minecode.visitors import npm
+from minecode.tests import FIXTURES_REGEN
 
 
 class TestNPMVisit(JsonBasedTesting):
@@ -41,7 +42,7 @@ def test_NpmRegistryVisitor(self):
         # this is a non-persistent visitor, lets make sure we dont return any data
         assert not data
         expected_loc = self.get_test_loc('npm/expected_doclimit_visitor.json')
-        self.check_expected_uris(uris, expected_loc, regen=False)
+        self.check_expected_uris(uris, expected_loc, regen=FIXTURES_REGEN)
 
     def test_NpmRegistryVisitor_OverLimit(self):
         uri = 'https://replicate.npmjs.com/registry/_changes?include_docs=true&limit=1000&since=2300000'
@@ -50,7 +51,7 @@ def test_NpmRegistryVisitor_OverLimit(self):
             mock_http_get.return_value = mocked_requests_get(uri, test_loc)
             uris, _data, _errors = npm.NpmRegistryVisitor(uri)
         expected_loc = self.get_test_loc('npm/expected_over_limit.json')
-        self.check_expected_uris(uris, expected_loc, regen=False)
+        self.check_expected_uris(uris, expected_loc, regen=FIXTURES_REGEN)
 
     def test_NpmRegistryVisitor_1000records(self):
         uri = 'https://replicate.npmjs.com/registry/_changes?include_docs=true&limit=1000&since=77777'
@@ -59,7 +60,7 @@ def test_NpmRegistryVisitor_1000records(self):
             mock_http_get.return_value = mocked_requests_get(uri, test_loc)
             uris, _data, _errors = npm.NpmRegistryVisitor(uri)
         expected_loc = self.get_test_loc('npm/expected_1000_records.json')
-        self.check_expected_uris(uris, expected_loc, regen=False)
+        self.check_expected_uris(uris, expected_loc, regen=FIXTURES_REGEN)
 
 
 class TestNPMMapper(JsonBasedTesting):
@@ -71,7 +72,7 @@ def test_build_packages(self):
         packages = mappers.npm.build_packages(metadata)
         packages = [p.to_dict() for p in packages]
         expected_loc = self.get_test_loc('npm/0flux_npm_expected.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
 
     def test_build_package2(self):
         with open(self.get_test_loc('npm/2112.json')) as npm_metadata:
@@ -79,7 +80,7 @@ def test_build_package2(self):
         packages = mappers.npm.build_packages(metadata)
         packages = [p.to_dict() for p in packages]
         expected_loc = self.get_test_loc('npm/npm_2112_expected.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
 
     def test_build_package3(self):
         with open(self.get_test_loc('npm/microdata.json')) as npm_metadata:
@@ -87,7 +88,7 @@ def test_build_package3(self):
         packages = mappers.npm.build_packages(metadata)
         packages = [p.to_dict() for p in packages]
         expected_loc = self.get_test_loc('npm/microdata-node_expected.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
 
     def test_build_package_with_visitor_data(self):
         uri = 'https://replicate.npmjs.com/registry/_changes?include_docs=true&limit=1000&since=77777'
@@ -102,14 +103,14 @@ def test_build_package_with_visitor_data(self):
         packages = mappers.npm.build_packages(json.loads(metadata))
         packages = [p.to_dict() for p in packages]
         expected_loc = self.get_test_loc('npm/29_record_expected.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
 
         # Randomly pick a record from 0-1000
         metadata = uris_list[554].data
         packages = mappers.npm.build_packages(json.loads(metadata))
         packages = [p.to_dict() for p in packages]
         expected_loc = self.get_test_loc('npm/554_record_expected.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
 
     def test_build_package_with_ticket_439(self):
         uri = 'https://replicate.npmjs.com/registry/_changes?include_docs=true&limit=10&since=7333426'
@@ -125,7 +126,7 @@ def test_build_package_with_ticket_439(self):
         packages = mappers.npm.build_packages(json.loads(metadata))
         packages = [p.to_dict() for p in packages]
         expected_loc = self.get_test_loc('npm/expected_ticket_439.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
 
     def test_build_package_verify_ticket_440(self):
         uri = 'https://replicate.npmjs.com/registry/_changes?include_docs=true&limit=10&since=7632607'
@@ -141,7 +142,7 @@ def test_build_package_verify_ticket_440(self):
         packages = mappers.npm.build_packages(json.loads(metadata))
         packages = [p.to_dict() for p in packages]
         expected_loc = self.get_test_loc('npm/expected_ticket_440.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
 
     def test_npm_mapper(self):
         test_uri = 'https://registry.npmjs.org/angular-compare-validator'
@@ -155,7 +156,7 @@ def test_npm_mapper(self):
         packages = mappers.npm.NpmPackageMapper(test_uri, test_res_uri)
         packages = [p.to_dict() for p in packages]
         expected_loc = self.get_test_loc('npm/mapper/index.expected.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
 
     def test_build_package_for_jsonp_filter(self):
         with open(self.get_test_loc('npm/jsonp-filter.json')) as npm_metadata:
@@ -163,7 +164,7 @@ def test_build_package_for_jsonp_filter(self):
         packages = mappers.npm.build_packages(metadata)
         packages = [p.to_dict() for p in packages]
         expected_loc = self.get_test_loc('npm/jsonp-filter-expected.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
 
     def test_regex_npm_mapper(self):
         regex = re.compile(r'^https://registry.npmjs.org/[^\/]+$')
@@ -175,23 +176,23 @@ class NpmPriorityQueueTests(JsonBasedTesting, DjangoTestCase):
 
     def setUp(self):
         super(NpmPriorityQueueTests, self).setUp()
-        expected_json_loc = self.get_test_loc('npm/lodash_package-expected.json')
-        with open(expected_json_loc) as f:
+        self.expected_json_loc = self.get_test_loc('npm/lodash_package-expected.json')
+        with open(self.expected_json_loc) as f:
             self.expected_json_contents = json.load(f)
 
         self.scan_package = NpmPackageJsonHandler._parse(
             json_data=self.expected_json_contents,
         )
 
-    def test_get_package_json(self, regen=False):
+    def test_get_package_json(self, regen=FIXTURES_REGEN):
         json_contents = npm.get_package_json(
             namespace=self.scan_package.namespace,
             name=self.scan_package.name,
             version=self.scan_package.version
         )
         if regen:
-            with open(self.expected_pom_loc, 'w') as f:
-                f.write(json_contents)
+            with open(self.expected_json_loc, 'w') as f:
+                json.dump(json_contents, f, indent=3, separators=(',', ':'))
         self.assertEqual(self.expected_json_contents, json_contents)
 
     def test_map_npm_package(self):
diff --git a/minecode/tests/test_nuget.py b/minecode/tests/test_nuget.py
index 2ff313fd..4977e50c 100644
--- a/minecode/tests/test_nuget.py
+++ b/minecode/tests/test_nuget.py
@@ -19,6 +19,7 @@
 
 from minecode import mappers
 from minecode.visitors import nuget
+from minecode.tests import FIXTURES_REGEN
 
 
 class NugetVisitorsTest(JsonBasedTesting):
@@ -32,7 +33,7 @@ def test_NugetQueryVisitor(self):
             mock_http_get.return_value = mocked_requests_get(uri, test_loc)
             uris, _data, _errors = nuget.NugetQueryVisitor(uri)
         expected_loc = self.get_test_loc('nuget/nuget_query_expected')
-        self.check_expected_uris(uris, expected_loc, regen=False)
+        self.check_expected_uris(uris, expected_loc, regen=FIXTURES_REGEN)
 
     def test_PackagesPageVisitor(self):
         uri = 'https://api-v2v3search-0.nuget.org/query?skip=0'
@@ -41,7 +42,7 @@ def test_PackagesPageVisitor(self):
             mock_http_get.return_value = mocked_requests_get(uri, test_loc)
             uris, _data, _errors = nuget.PackagesPageVisitor(uri)
         expected_loc = self.get_test_loc('nuget/nuget_page_json_expected')
-        self.check_expected_uris(uris, expected_loc, regen=False)
+        self.check_expected_uris(uris, expected_loc, regen=FIXTURES_REGEN)
 
     def test_NugetAPIJsonVisitor(self):
         uri = 'https://api.nuget.org/v3/registration1/entityframework/6.1.3.json'
@@ -50,7 +51,7 @@ def test_NugetAPIJsonVisitor(self):
             mock_http_get.return_value = mocked_requests_get(uri, test_loc)
             uris, _data, _errors = nuget.NugetAPIJsonVisitor(uri)
         expected_loc = self.get_test_loc('nuget/nuget_downlloadvisitor_json_expected')
-        self.check_expected_uris(uris, expected_loc, regen=False)
+        self.check_expected_uris(uris, expected_loc, regen=FIXTURES_REGEN)
 
     def test_NugetHTMLPageVisitor(self):
         uri = 'https://www.nuget.org/packages?page=1'
@@ -59,7 +60,7 @@ def test_NugetHTMLPageVisitor(self):
             mock_http_get.return_value = mocked_requests_get(uri, test_loc)
             uris, _, _ = nuget.NugetHTMLPageVisitor(uri)
         expected_loc = self.get_test_loc('nuget/packages.html.expected.json')
-        self.check_expected_uris(uris, expected_loc, regen=False)
+        self.check_expected_uris(uris, expected_loc, regen=FIXTURES_REGEN)
 
     def test_NugetHTMLPackageVisitor(self):
         uri = 'https://www.nuget.org/packages/log4net'
@@ -81,7 +82,7 @@ def test_build_packages(self):
         packages = mappers.nuget.build_packages_with_json(metadata)
         packages = [p.to_dict() for p in packages]
         expected_loc = self.get_test_loc('nuget/nuget_mapper_expected.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
 
     def test_regex_1(self):
         regex = re.compile(r'^https://api.nuget.org/packages/.*\.nupkg$')
@@ -102,4 +103,4 @@ def test_build_packages_from_html(self):
             packages = mappers.nuget.build_packages_from_html(data, uri,)
             packages = [p.to_dict() for p in packages]
             expected_loc = self.get_test_loc('nuget/nuget_mapper_log4net_expected.json')
-            self.check_expected_results(packages, expected_loc, regen=False)
+            self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
diff --git a/minecode/tests/test_openssl.py b/minecode/tests/test_openssl.py
index 891384f5..e088b3d1 100644
--- a/minecode/tests/test_openssl.py
+++ b/minecode/tests/test_openssl.py
@@ -21,6 +21,7 @@
 from minecode.mappers.openssl import build_packages
 from minecode.models import ResourceURI
 from minecode.visitors import openssl
+from minecode.tests import FIXTURES_REGEN
 
 
 class OpenSSLVisitorsTest(JsonBasedTesting):
@@ -35,7 +36,7 @@ def test_OpenSSLVisitor(self):
             uris, _data, _errors = openssl.OpenSSLVisitor(uri)
         expected_loc = self.get_test_loc(
             'openssl/expected_uri_openssl_index.json')
-        self.check_expected_uris(uris, expected_loc, regen=False)
+        self.check_expected_uris(uris, expected_loc, regen=FIXTURES_REGEN)
 
     def test_OpenSSLVisitor_sub_folder(self):
         uri = 'https://ftp.openssl.org/source/'
@@ -45,7 +46,7 @@ def test_OpenSSLVisitor_sub_folder(self):
             uris, _data, _errors = openssl.OpenSSLVisitor(uri)
         expected_loc = self.get_test_loc(
             'openssl/expected_uri_openssl_sourceindex.json')
-        self.check_expected_uris(uris, expected_loc, regen=False)
+        self.check_expected_uris(uris, expected_loc, regen=FIXTURES_REGEN)
 
 
 class OpenSSLTest(JsonBasedTesting, DjangoTestCase):
@@ -63,4 +64,4 @@ def test_OpenSSL_mapper(self):
         packages = [p.to_dict() for p in packages]
         expected_loc = self.get_test_loc(
             'openssl/openssl_mapper_expected.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
diff --git a/minecode/tests/test_openwrt.py b/minecode/tests/test_openwrt.py
index 78e5d35d..23737714 100644
--- a/minecode/tests/test_openwrt.py
+++ b/minecode/tests/test_openwrt.py
@@ -18,6 +18,7 @@
 
 from minecode import mappers
 from minecode.visitors import openwrt
+from minecode.tests import FIXTURES_REGEN
 
 
 class OpenWRTVistorTest(JsonBasedTesting):
@@ -62,7 +63,7 @@ def test_visitor_openwrt_ipk(self):
 
         result = json.loads(data)
         json_file = self.get_test_loc('openwrt/6to4_12-2_all_ipk_expected')
-        self.check_expected_results(result, json_file, regen=False)
+        self.check_expected_results(result, json_file, regen=FIXTURES_REGEN)
 
     @expectedFailure
     def test_visitor_openwrt_ipk2(self):
diff --git a/minecode/tests/test_packagist.py b/minecode/tests/test_packagist.py
index 6462ba52..138fa4ce 100644
--- a/minecode/tests/test_packagist.py
+++ b/minecode/tests/test_packagist.py
@@ -18,6 +18,7 @@
 
 from minecode import mappers
 from minecode.visitors import packagist
+from minecode.tests import FIXTURES_REGEN
 
 
 class PackagistVistorTest(JsonBasedTesting):
@@ -42,4 +43,4 @@ def test_build_packages(self):
         packages = mappers.packagist.build_packages_with_json(metadata)
         packages = [p.to_dict() for p in packages]
         expected_loc = self.get_test_loc('packagist/packaglist_00f100_cakephp-opauth_expected.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
diff --git a/minecode/tests/test_pypi.py b/minecode/tests/test_pypi.py
index f5eb4396..e007130e 100644
--- a/minecode/tests/test_pypi.py
+++ b/minecode/tests/test_pypi.py
@@ -27,6 +27,7 @@
 from minecode.visitors import URI
 from minecode.models import ResourceURI
 from minecode.route import Router
+from minecode.tests import FIXTURES_REGEN
 from minecode.management.commands.run_map import map_uri
 
 
@@ -148,7 +149,7 @@ def test_build_packages_lxml(self):
         packages = mappers.pypi.build_packages(metadata)
         packages = [p.to_dict() for p in packages]
         expected_loc = self.get_test_loc('pypi/expected-lxml-3.2.0.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
 
     def test_build_packages_boolean(self):
         with open(self.get_test_loc('pypi/boolean.py-2.0.dev3.json')) as pypi_meta:
@@ -156,7 +157,7 @@ def test_build_packages_boolean(self):
         packages = mappers.pypi.build_packages(metadata)
         packages = [p.to_dict() for p in packages]
         expected_loc = self.get_test_loc('pypi/expected-boolean.py-2.0.dev3.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
 
     def test_build_packages_cage13(self):
         with open(self.get_test_loc('pypi/cage_1.1.3.json')) as pypi_meta:
@@ -164,7 +165,7 @@ def test_build_packages_cage13(self):
         packages = mappers.pypi.build_packages(metadata)
         packages = [p.to_dict() for p in packages]
         expected_loc = self.get_test_loc('pypi/expected-CAGE-1.1.3.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
 
     def test_build_packages_cage12(self):
         with open(self.get_test_loc('pypi/cage_1.1.2.json')) as pypi_meta:
@@ -172,7 +173,7 @@ def test_build_packages_cage12(self):
         packages = mappers.pypi.build_packages(metadata)
         packages = [p.to_dict() for p in packages]
         expected_loc = self.get_test_loc('pypi/expected-CAGE-1.1.2.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
 
     def test_PypiPackageMapper_cage(self):
         data = open(self.get_test_loc('pypi/cage_1.1.2.json')).read()
@@ -181,7 +182,7 @@ def test_PypiPackageMapper_cage(self):
         packages = mappers.pypi.PypiPackageMapper(uri, resuri)
         packages = [p.to_dict() for p in packages]
         expected_loc = self.get_test_loc('pypi/expected-CAGE-1.1.2.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
 
     def test_PypiPackageMapper_lxml(self):
         data = open(self.get_test_loc('pypi/lxml-3.2.0.json')).read()
@@ -190,7 +191,7 @@ def test_PypiPackageMapper_lxml(self):
         packages = mappers.pypi.PypiPackageMapper(uri, resuri)
         packages = [p.to_dict() for p in packages]
         expected_loc = self.get_test_loc('pypi/expected-lxml-3.2.0.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
 
     def test_pypi_map(self):
         # setup: add a mappable URI
@@ -202,7 +203,7 @@ def test_pypi_map(self):
         packages = mappers.pypi.PypiPackageMapper(resuri.uri, resuri)
         packages = [p.to_dict() for p in packages]
         expected_loc = self.get_test_loc('pypi/map/expected-3to2-1.1.1.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
 
         # build a mock router
         router = Router()
diff --git a/minecode/tests/test_repomd_parser.py b/minecode/tests/test_repomd_parser.py
index 6d2d1ef3..03715519 100644
--- a/minecode/tests/test_repomd_parser.py
+++ b/minecode/tests/test_repomd_parser.py
@@ -22,6 +22,7 @@
 from minecode.visitors.repodata import combine_dicts_using_pkgid
 from minecode.visitors.repomd_parser import generate_rpm_objects
 from minecode.visitors.repomd_parser import collect_rpm_packages_from_repomd
+from minecode.tests import FIXTURES_REGEN
 
 # TODO: add redhat repo test!
 
@@ -61,7 +62,7 @@ def test_collect_rpm_packages_from_repomd_cloudera(self):
             _uris, packages, _error = collect_rpm_packages_from_repomd(uri)
 
         expected_loc = self.get_test_loc('repodata_rpms/repomd_parser/cloudera/expected.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
 
     def test_collect_rpm_packages_from_repomd_centos(self):
         uri2loc = {
@@ -88,7 +89,7 @@ def test_collect_rpm_packages_from_repomd_centos(self):
         self.assertEqual(expected_uris, uris)
 
         expected_loc = self.get_test_loc('repodata_rpms/repomd_parser/centos/expected.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
 
     def test_collect_rpm_packages_from_repomd_cloudera_2(self):
         uri2loc = {
@@ -108,7 +109,7 @@ def test_collect_rpm_packages_from_repomd_cloudera_2(self):
             _uris, packages, _error = collect_rpm_packages_from_repomd(uri)
 
         expected_loc = self.get_test_loc('repodata_rpms/repomd_parser/cloudera2/expected.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
 
     def test_collect_rpm_packages_from_repomd_postgresql(self):
         uri2loc = {
@@ -135,7 +136,7 @@ def test_collect_rpm_packages_from_repomd_postgresql(self):
 
         self.assertEqual(expected_uris, uris)
         expected_loc = self.get_test_loc('repodata_rpms/repomd_parser/postgresql/expected.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
 
     def test_collect_rpm_packages_from_repomd_opensuse(self):
         uri2loc = {
@@ -155,7 +156,7 @@ def test_collect_rpm_packages_from_repomd_opensuse(self):
             _uris, packages, _error = collect_rpm_packages_from_repomd(uri)
 
         expected_loc = self.get_test_loc('repodata_rpms/repomd_parser/opensuse/expected.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
 
     def test_collect_rpm_packages_from_repomd_pgpool(self):
         uri2loc = {
@@ -175,7 +176,7 @@ def test_collect_rpm_packages_from_repomd_pgpool(self):
             _uris, packages, _error = collect_rpm_packages_from_repomd(uri)
 
         expected_loc = self.get_test_loc('repodata_rpms/repomd_parser/pgpool/expected.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
 
     def test_combine_dicts_using_pkgid(self):
         all_dicts = [
diff --git a/minecode/tests/test_rubygems.py b/minecode/tests/test_rubygems.py
index aea3e3ec..49f36f37 100644
--- a/minecode/tests/test_rubygems.py
+++ b/minecode/tests/test_rubygems.py
@@ -37,6 +37,7 @@
 from minecode.visitors.rubygems import RubyGemsApiManyVersionsVisitor
 from minecode.visitors.rubygems import RubyGemsIndexVisitor
 from minecode.visitors.rubygems import RubyGemsPackageArchiveMetadataVisitor
+from minecode.tests import FIXTURES_REGEN
 
 
 #
@@ -67,7 +68,7 @@ def test_RubyGemsIndexVisitor_latest(self):
         expected_loc = self.get_test_loc('rubygems/index/latest_specs.4.8.gz.expected.json')
         uris_list = list(uris)
         self.assertTrue(len(uris_list) > 1000)
-        self.check_expected_uris(uris_list[0:1000], expected_loc, regen=False)
+        self.check_expected_uris(uris_list[0:1000], expected_loc, regen=FIXTURES_REGEN)
 
     def test_RubyGemsApiVersionVisitor(self):
         uri = 'https://rubygems.org/api/v1/versions/0xffffff.json'
@@ -76,7 +77,7 @@ def test_RubyGemsApiVersionVisitor(self):
             mock_http_get.return_value = mocked_requests_get(uri, test_loc)
             _, data, _ = RubyGemsApiManyVersionsVisitor(uri)
         expected_loc = self.get_test_loc('rubygems/apiv1/expected_0xffffff.api.json')
-        self.check_expected_results(data, expected_loc, regen=False)
+        self.check_expected_results(data, expected_loc, regen=FIXTURES_REGEN)
 
     def test_RubyGemsApiVersionVisitor2(self):
         uri = 'https://rubygems.org/api/v1/versions/a1630ty_a1630ty.json'
@@ -85,7 +86,7 @@ def test_RubyGemsApiVersionVisitor2(self):
             mock_http_get.return_value = mocked_requests_get(uri, test_loc)
             _, data, _ = RubyGemsApiManyVersionsVisitor(uri)
         expected_loc = self.get_test_loc('rubygems/apiv1/expected_a1630ty_a1630ty.api.json')
-        self.check_expected_results(data, expected_loc, regen=False)
+        self.check_expected_results(data, expected_loc, regen=FIXTURES_REGEN)
 
     def test_RubyGemsApiVersionVisitor3(self):
         uri = 'https://rubygems.org/api/v1/versions/zuck.json'
@@ -94,7 +95,7 @@ def test_RubyGemsApiVersionVisitor3(self):
             mock_http_get.return_value = mocked_requests_get(uri, test_loc)
             _, data, _ = RubyGemsApiManyVersionsVisitor(uri)
         expected_loc = self.get_test_loc('rubygems/apiv1/expected_zuck.api.json')
-        self.check_expected_results(data, expected_loc, regen=False)
+        self.check_expected_results(data, expected_loc, regen=FIXTURES_REGEN)
 
     def test_RubyGemsPackageArchiveMetadataVisitor(self):
         uri = 'https://rubygems.org/downloads/a_okay-0.1.0.gem'
@@ -116,7 +117,7 @@ def test_build_rubygem_packages_from_api_data_1(self):
         packages = build_rubygem_packages_from_api_data(apidata, '0xffffff')
         packages = [p.to_dict() for p in packages]
         expected_loc = self.get_test_loc('rubygems/apiv1/0xffffff.api.package.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
 
     def test_build_rubygem_packages_from_api_data_2(self):
         with open(self.get_test_loc('rubygems/apiv1/zuck.api.json')) as api:
@@ -124,7 +125,7 @@ def test_build_rubygem_packages_from_api_data_2(self):
         packages = build_rubygem_packages_from_api_data(apidata, 'zuck')
         packages = [p.to_dict() for p in packages]
         expected_loc = self.get_test_loc('rubygems/apiv1/zuck.api.package.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
 
     def test_build_rubygem_packages_from_api_data_3(self):
         with open(self.get_test_loc('rubygems/apiv1/a1630ty_a1630ty.api.json')) as api:
@@ -132,7 +133,7 @@ def test_build_rubygem_packages_from_api_data_3(self):
         packages = mappers.rubygems.build_rubygem_packages_from_api_data(apidata, 'a1630ty_a1630ty')
         packages = [p.to_dict() for p in packages]
         expected_loc = self.get_test_loc('rubygems/apiv1/a1630ty_a1630ty.api.package.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
 
     def test_build_rubygem_packages_from_api_data_with_deps(self):
         with open(self.get_test_loc('rubygems/apiv1/action_tracker.api.json')) as api:
@@ -140,7 +141,7 @@ def test_build_rubygem_packages_from_api_data_with_deps(self):
         packages = mappers.rubygems.build_rubygem_packages_from_api_data(apidata, 'action_tracker')
         packages = [p.to_dict() for p in packages]
         expected_loc = self.get_test_loc('rubygems/apiv1/action_tracker.api.package.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
 
     def test_RubyGemsApiVersionsJsonMapper(self):
         test_uri = 'https://rubygems.org/api/v1/versions/a1630ty_a1630ty.json'
@@ -154,7 +155,7 @@ def test_RubyGemsApiVersionsJsonMapper(self):
         packages = RubyGemsApiVersionsJsonMapper(test_uri, test_res_uri)
         packages = [p.to_dict() for p in packages]
         expected_loc = self.get_test_loc('rubygems/apiv1/a1630ty_a1630ty.api.mapped.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
 
 
 class RubyGemsArchiveMapperTest(JsonBasedTesting):
@@ -172,9 +173,9 @@ def test_test_RubyGemsPackageArchiveMetadataMapper(self):
         packages = RubyGemsPackageArchiveMetadataMapper(test_uri, test_res_uri)
         packages = [p.to_dict() for p in packages]
         expected_loc = self.get_test_loc('rubygems/mysmallidea-address_standardization-0.4.1.gem.mapped.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
 
-    def check_mapped_packages(self, test_loc, expected_loc, extract=True, regen=False):
+    def check_mapped_packages(self, test_loc, expected_loc, extract=True, regen=FIXTURES_REGEN):
 
         test_loc = self.get_test_loc(test_loc, copy=True)
 
@@ -290,7 +291,7 @@ def test_visit_and_map_end2end(self):
 
         uri_results = [model_to_dict(rec, exclude=['id']) for rec in visited]
         expected_loc = self.get_test_loc('rubygems/sprockets-vendor_gems-0.1.3.gem.visited.json')
-        self.check_expected_results(uri_results, expected_loc, regen=False)
+        self.check_expected_results(uri_results, expected_loc, regen=FIXTURES_REGEN)
 
         if before_pkg:
             mapped = packagedb.models.Package.objects.exclude(id__in=before_pkg)
@@ -299,4 +300,4 @@ def test_visit_and_map_end2end(self):
 
         package_results = [pac.to_dict() for pac in mapped]
         expected_loc = self.get_test_loc('rubygems/sprockets-vendor_gems-0.1.3.gem.mapped.json')
-        self.check_expected_results(package_results, expected_loc, fields_to_remove=['package_sets'], regen=False)
+        self.check_expected_results(package_results, expected_loc, fields_to_remove=['package_sets'], regen=FIXTURES_REGEN)
diff --git a/minecode/tests/test_run_map.py b/minecode/tests/test_run_map.py
index 316ffd02..e3738638 100644
--- a/minecode/tests/test_run_map.py
+++ b/minecode/tests/test_run_map.py
@@ -22,9 +22,11 @@
 from minecode.route import Router
 from minecode.utils_test import JsonBasedTesting
 from minecode.utils_test import MiningTestCase
+from minecode.tests import FIXTURES_REGEN
 import packagedb
 
 
+
 class RunMapTest(JsonBasedTesting, MiningTestCase):
     BASE_DIR = os.path.join(os.path.dirname(__file__), 'testfiles')
     maxDiff = None
@@ -369,7 +371,7 @@ def mock_mapper(uri, resource_uri):
         expected_updated_fields_loc = self.get_test_loc(
             'run_map/test_map_uri_does_update_with_same_mining_level_expected_updated_fields.json'
         )
-        self.check_expected_results(updated_fields, expected_updated_fields_loc, regen=False)
+        self.check_expected_results(updated_fields, expected_updated_fields_loc, regen=FIXTURES_REGEN)
 
         # check that the ResourceURI status has been updated correctly
         resource_uri = ResourceURI.objects.get(uri=uri)
@@ -379,7 +381,7 @@ def mock_mapper(uri, resource_uri):
         # check that the Package has been updated correctly
         expected_loc = self.get_test_loc('run_map/test_map_uri_does_update_with_same_mining_level-expected.json')
         result = mapped_package.to_dict()
-        self.check_expected_results(result, expected_loc, regen=False)
+        self.check_expected_results(result, expected_loc, regen=FIXTURES_REGEN)
 
         # Since we manually insert a Package without using `map_uri`, a
         # ScannableURI should not have been created. An update to a package
@@ -470,7 +472,7 @@ def mock_mapper(uri, resource_uri):
         # check that the Package has been updated correctly
         expected_loc = self.get_test_loc('run_map/test_map_uri_update_only_empties_with_lesser_new_mining_level-expected.json')
         result = mapped[0].to_dict()
-        self.check_expected_results(result, expected_loc, regen=False)
+        self.check_expected_results(result, expected_loc, regen=FIXTURES_REGEN)
 
         # Since we manually insert a Package without using `map_uri`, a
         # ScannableURI should not have been created. An update to a package
@@ -541,7 +543,7 @@ def mock_mapper(uri, resource_uri):
         expected_updated_fields_loc = self.get_test_loc(
             'run_map/test_map_uri_replace_with_new_with_higher_new_mining_level_expected_updated_fields.json'
         )
-        self.check_expected_results(updated_fields, expected_updated_fields_loc, regen=False)
+        self.check_expected_results(updated_fields, expected_updated_fields_loc, regen=FIXTURES_REGEN)
 
 
         # check that the ResourceURI status has been updated correctly
@@ -552,7 +554,7 @@ def mock_mapper(uri, resource_uri):
         # check that the Package has been updated correctly
         expected_loc = self.get_test_loc('run_map/test_map_uri_replace_with_new_with_higher_new_mining_level-expected.json')
         result = mapped[0].to_dict()
-        self.check_expected_results(result, expected_loc, regen=False)
+        self.check_expected_results(result, expected_loc, regen=FIXTURES_REGEN)
 
         # Since we manually insert a Package without using `map_uri`, a
         # ScannableURI should not have been created. An update to a package
@@ -580,7 +582,7 @@ def test_merge_packages_no_replace(self):
         merge_packages(existing_package, new_package_data, replace=False)
         expected_loc = self.get_test_loc('run_map/test_merge_packages_no_replace-expected.json')
         result = existing_package.to_dict()
-        self.check_expected_results(result, expected_loc, regen=False)
+        self.check_expected_results(result, expected_loc, regen=FIXTURES_REGEN)
 
     def test_merge_packages_with_replace(self):
         download_url = 'http://testdomap3.com'
@@ -602,7 +604,7 @@ def test_merge_packages_with_replace(self):
         merge_packages(existing_package, new_package_data, replace=True)
         expected_loc = self.get_test_loc('run_map/test_merge_packages_with_replace-expected.json')
         result = existing_package.to_dict()
-        self.check_expected_results(result, expected_loc, regen=False)
+        self.check_expected_results(result, expected_loc, regen=FIXTURES_REGEN)
 
     def test_merge_packages_different_sha1(self):
         download_url = 'http://testdomap3.com'
diff --git a/minecode/tests/test_sourceforge.py b/minecode/tests/test_sourceforge.py
index 9cd29bc1..ee19a7dd 100644
--- a/minecode/tests/test_sourceforge.py
+++ b/minecode/tests/test_sourceforge.py
@@ -17,6 +17,7 @@
 
 from minecode import mappers
 from minecode.visitors import sourceforge
+from minecode.tests import FIXTURES_REGEN
 
 
 class SourceforgeVisitorsTest(JsonBasedTesting):
@@ -77,7 +78,7 @@ def test_build_packages(self):
         packages = mappers.sourceforge.build_packages_from_metafile(metadata)
         packages = [p.to_dict() for p in packages]
         expected_loc = self.get_test_loc('sourceforge/mapper_odanur_expected.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
 
     def test_build_packages2(self):
         with open(self.get_test_loc('sourceforge/openstunts.json')) as sourceforge_metadata:
@@ -85,7 +86,7 @@ def test_build_packages2(self):
         packages = mappers.sourceforge.build_packages_from_metafile(metadata)
         packages = [p.to_dict() for p in packages]
         expected_loc = self.get_test_loc('sourceforge/mapper_openstunts_expected.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
 
     def test_build_packages3(self):
         with open(self.get_test_loc('sourceforge/monoql.json')) as sourceforge_metadata:
@@ -93,7 +94,7 @@ def test_build_packages3(self):
         packages = mappers.sourceforge.build_packages_from_metafile(metadata)
         packages = [p.to_dict() for p in packages]
         expected_loc = self.get_test_loc('sourceforge/mapper_omonoql_expected.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
 
     def test_build_packages4(self):
         with open(self.get_test_loc('sourceforge/niftyphp.json')) as sourceforge_metadata:
@@ -101,4 +102,4 @@ def test_build_packages4(self):
         packages = mappers.sourceforge.build_packages_from_metafile(metadata)
         packages = [p.to_dict() for p in packages]
         expected_loc = self.get_test_loc('sourceforge/mapper_niftyphp_expected.json')
-        self.check_expected_results(packages, expected_loc, regen=False)
+        self.check_expected_results(packages, expected_loc, regen=FIXTURES_REGEN)
diff --git a/minecode/tests/testfiles/apache/projects_expected.json b/minecode/tests/testfiles/apache/projects_expected.json
index a182f3e1..92a0ae71 100644
--- a/minecode/tests/testfiles/apache/projects_expected.json
+++ b/minecode/tests/testfiles/apache/projects_expected.json
@@ -40,7 +40,9 @@
     "api_data_url":null,
     "package_uid":"pkg:apache/abdera@1.7.1?uuid=fixed-uid-done-for-testing-5642512d1758",
     "datafile_paths":[],
-    "datasource_ids":[],
+    "datasource_ids":[
+      "apache_json"
+    ],
     "purl":"pkg:apache/abdera@1.7.1"
   },
   {
@@ -93,7 +95,9 @@
     "api_data_url":null,
     "package_uid":"pkg:apache/activemq?uuid=fixed-uid-done-for-testing-5642512d1758",
     "datafile_paths":[],
-    "datasource_ids":[],
+    "datasource_ids":[
+      "apache_json"
+    ],
     "purl":"pkg:apache/activemq"
   },
   {
@@ -145,7 +149,9 @@
     "api_data_url":null,
     "package_uid":"pkg:apache/accumulo@1.7.1?uuid=fixed-uid-done-for-testing-5642512d1758",
     "datafile_paths":[],
-    "datasource_ids":[],
+    "datasource_ids":[
+      "apache_json"
+    ],
     "purl":"pkg:apache/accumulo@1.7.1"
   },
   {
@@ -197,7 +203,9 @@
     "api_data_url":null,
     "package_uid":"pkg:apache/accumulo@1.7.0?uuid=fixed-uid-done-for-testing-5642512d1758",
     "datafile_paths":[],
-    "datasource_ids":[],
+    "datasource_ids":[
+      "apache_json"
+    ],
     "purl":"pkg:apache/accumulo@1.7.0"
   },
   {
@@ -249,7 +257,9 @@
     "api_data_url":null,
     "package_uid":"pkg:apache/accumulo@1.6.5?uuid=fixed-uid-done-for-testing-5642512d1758",
     "datafile_paths":[],
-    "datasource_ids":[],
+    "datasource_ids":[
+      "apache_json"
+    ],
     "purl":"pkg:apache/accumulo@1.6.5"
   },
   {
@@ -301,7 +311,9 @@
     "api_data_url":null,
     "package_uid":"pkg:apache/accumulo@1.6.4?uuid=fixed-uid-done-for-testing-5642512d1758",
     "datafile_paths":[],
-    "datasource_ids":[],
+    "datasource_ids":[
+      "apache_json"
+    ],
     "purl":"pkg:apache/accumulo@1.6.4"
   },
   {
@@ -353,7 +365,9 @@
     "api_data_url":null,
     "package_uid":"pkg:apache/accumulo@1.6.3?uuid=fixed-uid-done-for-testing-5642512d1758",
     "datafile_paths":[],
-    "datasource_ids":[],
+    "datasource_ids":[
+      "apache_json"
+    ],
     "purl":"pkg:apache/accumulo@1.6.3"
   },
   {
@@ -405,7 +419,9 @@
     "api_data_url":null,
     "package_uid":"pkg:apache/accumulo@1.6.2?uuid=fixed-uid-done-for-testing-5642512d1758",
     "datafile_paths":[],
-    "datasource_ids":[],
+    "datasource_ids":[
+      "apache_json"
+    ],
     "purl":"pkg:apache/accumulo@1.6.2"
   },
   {
@@ -457,7 +473,9 @@
     "api_data_url":null,
     "package_uid":"pkg:apache/accumulo@1.6.1?uuid=fixed-uid-done-for-testing-5642512d1758",
     "datafile_paths":[],
-    "datasource_ids":[],
+    "datasource_ids":[
+      "apache_json"
+    ],
     "purl":"pkg:apache/accumulo@1.6.1"
   },
   {
@@ -509,7 +527,9 @@
     "api_data_url":null,
     "package_uid":"pkg:apache/accumulo@1.6.0?uuid=fixed-uid-done-for-testing-5642512d1758",
     "datafile_paths":[],
-    "datasource_ids":[],
+    "datasource_ids":[
+      "apache_json"
+    ],
     "purl":"pkg:apache/accumulo@1.6.0"
   },
   {
@@ -561,7 +581,9 @@
     "api_data_url":null,
     "package_uid":"pkg:apache/accumulo@1.5.4?uuid=fixed-uid-done-for-testing-5642512d1758",
     "datafile_paths":[],
-    "datasource_ids":[],
+    "datasource_ids":[
+      "apache_json"
+    ],
     "purl":"pkg:apache/accumulo@1.5.4"
   },
   {
@@ -613,7 +635,9 @@
     "api_data_url":null,
     "package_uid":"pkg:apache/accumulo@1.5.3?uuid=fixed-uid-done-for-testing-5642512d1758",
     "datafile_paths":[],
-    "datasource_ids":[],
+    "datasource_ids":[
+      "apache_json"
+    ],
     "purl":"pkg:apache/accumulo@1.5.3"
   },
   {
@@ -665,7 +689,9 @@
     "api_data_url":null,
     "package_uid":"pkg:apache/accumulo@1.5.2?uuid=fixed-uid-done-for-testing-5642512d1758",
     "datafile_paths":[],
-    "datasource_ids":[],
+    "datasource_ids":[
+      "apache_json"
+    ],
     "purl":"pkg:apache/accumulo@1.5.2"
   },
   {
@@ -717,7 +743,9 @@
     "api_data_url":null,
     "package_uid":"pkg:apache/accumulo@1.5.1?uuid=fixed-uid-done-for-testing-5642512d1758",
     "datafile_paths":[],
-    "datasource_ids":[],
+    "datasource_ids":[
+      "apache_json"
+    ],
     "purl":"pkg:apache/accumulo@1.5.1"
   },
   {
@@ -769,7 +797,9 @@
     "api_data_url":null,
     "package_uid":"pkg:apache/accumulo@1.4.5?uuid=fixed-uid-done-for-testing-5642512d1758",
     "datafile_paths":[],
-    "datasource_ids":[],
+    "datasource_ids":[
+      "apache_json"
+    ],
     "purl":"pkg:apache/accumulo@1.4.5"
   },
   {
@@ -821,7 +851,9 @@
     "api_data_url":null,
     "package_uid":"pkg:apache/accumulo@1.3.6?uuid=fixed-uid-done-for-testing-5642512d1758",
     "datafile_paths":[],
-    "datasource_ids":[],
+    "datasource_ids":[
+      "apache_json"
+    ],
     "purl":"pkg:apache/accumulo@1.3.6"
   },
   {
@@ -873,7 +905,9 @@
     "api_data_url":null,
     "package_uid":"pkg:apache/ace@0.8.1?uuid=fixed-uid-done-for-testing-5642512d1758",
     "datafile_paths":[],
-    "datasource_ids":[],
+    "datasource_ids":[
+      "apache_json"
+    ],
     "purl":"pkg:apache/ace@0.8.1"
   },
   {
@@ -927,7 +961,9 @@
     "api_data_url":null,
     "package_uid":"pkg:apache/airavata@0.11?uuid=fixed-uid-done-for-testing-5642512d1758",
     "datafile_paths":[],
-    "datasource_ids":[],
+    "datasource_ids":[
+      "apache_json"
+    ],
     "purl":"pkg:apache/airavata@0.11"
   }
 ]
\ No newline at end of file
diff --git a/minecode/tests/testfiles/bower/expected_28msec_bower.json b/minecode/tests/testfiles/bower/expected_28msec_bower.json
index e2e1e75b..ad8c0c07 100644
--- a/minecode/tests/testfiles/bower/expected_28msec_bower.json
+++ b/minecode/tests/testfiles/bower/expected_28msec_bower.json
@@ -45,8 +45,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:bower/28.io-angularjs@0.1.1?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://raw.githubusercontent.com/28msec/28.io-angularjs/master/bower.json"
+    ],
+    "datasource_ids":[
+      "bower_json"
+    ],
     "purl":"pkg:bower/28.io-angularjs@0.1.1"
   }
 ]
\ No newline at end of file
diff --git a/minecode/tests/testfiles/bower/expected_mapper_example1_bower.json b/minecode/tests/testfiles/bower/expected_mapper_example1_bower.json
index 120e66ac..56a791d8 100644
--- a/minecode/tests/testfiles/bower/expected_mapper_example1_bower.json
+++ b/minecode/tests/testfiles/bower/expected_mapper_example1_bower.json
@@ -79,8 +79,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:bower/jquery.easing@1.3.1?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://coding.net/u/QiaoButang/p/jquery.easing-qbt/git/raw/master/bower.json"
+    ],
+    "datasource_ids":[
+      "bower_json"
+    ],
     "purl":"pkg:bower/jquery.easing@1.3.1"
   }
 ]
\ No newline at end of file
diff --git a/minecode/tests/testfiles/cpan/expected_json_cpanmapper.json b/minecode/tests/testfiles/cpan/expected_json_cpanmapper.json
index df261d68..7f09c92e 100644
--- a/minecode/tests/testfiles/cpan/expected_json_cpanmapper.json
+++ b/minecode/tests/testfiles/cpan/expected_json_cpanmapper.json
@@ -72,7 +72,7 @@
     "repository_homepage_url":null,
     "repository_download_url":null,
     "api_data_url":null,
-    "datasource_id":null,
+    "datasource_id":"cpan_metadata_json",
     "purl":"pkg:cpan/Regexp-Common@2016010701"
   }
 ]
\ No newline at end of file
diff --git a/minecode/tests/testfiles/cpan/expected_json_readmefile_cpanmapper.json b/minecode/tests/testfiles/cpan/expected_json_readmefile_cpanmapper.json
index 8238c70f..e63346dd 100644
--- a/minecode/tests/testfiles/cpan/expected_json_readmefile_cpanmapper.json
+++ b/minecode/tests/testfiles/cpan/expected_json_readmefile_cpanmapper.json
@@ -46,7 +46,7 @@
     "repository_homepage_url":null,
     "repository_download_url":null,
     "api_data_url":null,
-    "datasource_id":null,
+    "datasource_id":"cpan_readme",
     "purl":"pkg:cpan/Mojolicious::Plugin::Nour::Config%20-%20Robustly%20imports%20config%20from%20a%0A./config%20sub-directory%20loaded%20with%20nested%20YAML%20files@version%200.09"
   }
 ]
\ No newline at end of file
diff --git a/minecode/tests/testfiles/cpan/expected_json_readmefile_cpanmapper2.json b/minecode/tests/testfiles/cpan/expected_json_readmefile_cpanmapper2.json
index b66c4dbf..f15b4cf4 100644
--- a/minecode/tests/testfiles/cpan/expected_json_readmefile_cpanmapper2.json
+++ b/minecode/tests/testfiles/cpan/expected_json_readmefile_cpanmapper2.json
@@ -38,7 +38,7 @@
     "repository_homepage_url":null,
     "repository_download_url":null,
     "api_data_url":null,
-    "datasource_id":null,
+    "datasource_id":"cpan_readme",
     "purl":"pkg:cpan/Algorithms::Graphs::TransitiveClosure%20-%20Calculate%20the%20transitive%0Aclosure."
   }
 ]
\ No newline at end of file
diff --git a/minecode/tests/testfiles/cpan/expected_release_search.json b/minecode/tests/testfiles/cpan/expected_release_search.json
index 2531c185..bbec0cd3 100644
--- a/minecode/tests/testfiles/cpan/expected_release_search.json
+++ b/minecode/tests/testfiles/cpan/expected_release_search.json
@@ -68,8 +68,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cpan/App-MPDJ-1.00@1.00?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:ABERNDT&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/App-MPDJ-1.00@1.00"
   },
   {
@@ -141,8 +145,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cpan/Win32-Snarl-0.03@0.03?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:ABERNDT&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/Win32-Snarl-0.03@0.03"
   },
   {
@@ -214,8 +222,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cpan/App-MPDJ-1.03@1.03?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:ABERNDT&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/App-MPDJ-1.03@1.03"
   },
   {
@@ -287,8 +299,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cpan/Net-Snarl-1.09@1.09?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:ABERNDT&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/Net-Snarl-1.09@1.09"
   },
   {
@@ -360,8 +376,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cpan/App-MPDJ-1.01@1.01?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:ABERNDT&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/App-MPDJ-1.01@1.01"
   },
   {
@@ -433,8 +453,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cpan/WWW-Jawbone-Up-1.32.1@1.32.1?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:ABERNDT&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/WWW-Jawbone-Up-1.32.1@1.32.1"
   },
   {
@@ -506,8 +530,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cpan/Net-MPD-0.02@0.02?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:ABERNDT&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/Net-MPD-0.02@0.02"
   },
   {
@@ -579,8 +607,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cpan/App-MPDJ-1.07@1.07?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:ABERNDT&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/App-MPDJ-1.07@1.07"
   },
   {
@@ -652,8 +684,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cpan/Dancer-Plugin-IRCNotice-0.03@0.03?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:ABERNDT&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/Dancer-Plugin-IRCNotice-0.03@0.03"
   },
   {
@@ -725,8 +761,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cpan/Net-MPD-0.06@0.06?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:ABERNDT&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/Net-MPD-0.06@0.06"
   },
   {
@@ -798,8 +838,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cpan/App-Sybil-0.1@0.1?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:ABERNDT&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/App-Sybil-0.1@0.1"
   },
   {
@@ -871,8 +915,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cpan/Net-Snarl-0.02@0.02?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:ABERNDT&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/Net-Snarl-0.02@0.02"
   },
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@@ -944,8 +992,12 @@
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-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:ABERNDT&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/Net-Snarl-0.01@0.01"
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@@ -1017,8 +1069,12 @@
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-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:ABERNDT&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/Win32-Snarl-withoutworldwriteables@0.04"
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@@ -1090,8 +1146,12 @@
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-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:ABERNDT&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/Dancer-Plugin-IRCNotice-0.06@0.06"
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@@ -1163,8 +1223,12 @@
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-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:ABERNDT&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/App-MPDJ-1.09@1.09"
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@@ -1236,8 +1300,12 @@
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-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:ABERNDT&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/WWW-Jawbone-Up-1.32.4@1.32.4"
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@@ -1309,8 +1377,12 @@
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-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:ABERNDT&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/Net-Snarl-0.04@0.04"
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@@ -1382,8 +1454,12 @@
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-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:ABERNDT&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/App-MPDSync-0.01@0.01"
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@@ -1455,8 +1531,12 @@
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-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:ABERNDT&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/Dancer-Plugin-IRCNotice-0.05@0.05"
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@@ -1528,8 +1608,12 @@
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-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:ABERNDT&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/WWW-Jawbone-Up-1.32.2@1.32.2"
   },
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@@ -1601,8 +1685,12 @@
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-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:ABERNDT&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/Net-MPD-0.05@0.05"
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@@ -1674,8 +1762,12 @@
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-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:ABERNDT&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/WWW-Jawbone-Up-1.32.3@1.32.3"
   },
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@@ -1747,8 +1839,12 @@
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-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:ABERNDT&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/Dancer-Plugin-IRCNotice-0.04@0.04"
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@@ -1820,8 +1916,12 @@
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-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:ABERNDT&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/App-MPDJ-1.02@1.02"
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@@ -1893,8 +1993,12 @@
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-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:ABERNDT&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/WWW-Jawbone-Up-1.32.0@1.32.0"
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@@ -1966,8 +2070,12 @@
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-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:ABERNDT&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/Dancer-Plugin-IRCNotice-0.01@0.01"
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@@ -2039,8 +2147,12 @@
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-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:ABERNDT&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/Net-Snarl-1.08@1.08"
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@@ -2112,8 +2224,12 @@
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-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:ABERNDT&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/App-MPDJ-1.05@1.05"
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@@ -2185,8 +2301,12 @@
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-    "datafile_paths":[],
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+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:ABERNDT&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/App-MPDJ-1.08@1.08"
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@@ -2258,8 +2378,12 @@
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-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:ABERNDT&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/Net-MPD-0.04@0.04"
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@@ -2331,8 +2455,12 @@
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-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:ABERNDT&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/Net-Snarl-0.05@0.05"
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@@ -2404,8 +2532,12 @@
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-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:ABERNDT&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/win32-snarl-1.01@0.04"
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@@ -2477,8 +2609,12 @@
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-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:ABERNDT&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/App-Sybil-0.4@0.4"
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@@ -2550,8 +2686,12 @@
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-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:ABERNDT&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/Net-Snarl-1.10@1.10"
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@@ -2623,8 +2763,12 @@
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-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:ABERNDT&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/Net-Snarl-1.1@1.1"
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@@ -2696,8 +2840,12 @@
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-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:ABERNDT&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/Net-Snarl-1.07@1.07"
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@@ -2769,8 +2917,12 @@
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-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:ABERNDT&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/Net-Snarl-1.06@1.06"
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@@ -2842,8 +2994,12 @@
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-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:ABERNDT&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/Dancer-Plugin-IRCNotice-0.02@0.02"
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@@ -2915,8 +3071,12 @@
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-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:ABERNDT&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/App-MPDJ-1.04@1.04"
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@@ -2988,8 +3148,12 @@
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-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:ABERNDT&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/App-MPDJ-1.06@1.06"
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@@ -3061,8 +3225,12 @@
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-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:ABERNDT&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/Net-MPD-0.01@0.01"
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@@ -3134,8 +3302,12 @@
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-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:ABERNDT&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/Net-MPD-0.03@0.03"
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@@ -3207,8 +3379,12 @@
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-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:ABERNDT&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/Net-Snarl-0.03@0.03"
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@@ -3280,8 +3456,12 @@
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-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:ABERNDT&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
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@@ -3353,8 +3533,12 @@
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-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:ABERNDT&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/Win32-Snarl-1.00@0.04"
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-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:ABERNDT&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/App-Sybil-0.2@0.2"
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-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:ABERNDT&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/App-Sybil-0.3@0.3"
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@@ -3572,8 +3764,12 @@
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-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:ABERNDT&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
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-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:ABERNDT&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/Win32-Snarl-0.02@0.02"
   },
   {
@@ -3718,8 +3918,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cpan/Net-Snarl-1.09-TRIAL@1.09?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:ABERNDT&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/Net-Snarl-1.09-TRIAL@1.09"
   },
   {
@@ -3791,8 +3995,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cpan/Net-MPD-0.07@0.07?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:ABERNDT&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/Net-MPD-0.07@0.07"
   },
   {
@@ -3864,8 +4072,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cpan/App-MPDSync-0.02@0.02?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:ABERNDT&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/App-MPDSync-0.02@0.02"
   },
   {
@@ -3937,8 +4149,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cpan/App-Sybil-0.5@0.5?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:ABERNDT&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/App-Sybil-0.5@0.5"
   }
 ]
\ No newline at end of file
diff --git a/minecode/tests/testfiles/cpan/expected_release_search_author_MIYAGAWA.json b/minecode/tests/testfiles/cpan/expected_release_search_author_MIYAGAWA.json
index 1a7ea278..aede200e 100644
--- a/minecode/tests/testfiles/cpan/expected_release_search_author_MIYAGAWA.json
+++ b/minecode/tests/testfiles/cpan/expected_release_search_author_MIYAGAWA.json
@@ -68,8 +68,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cpan/Plack-1.0037@1.0037?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:MIYAGAWA&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/Plack-1.0037@1.0037"
   },
   {
@@ -141,8 +145,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cpan/Plack-1.0005@1.0005?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:MIYAGAWA&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/Plack-1.0005@1.0005"
   },
   {
@@ -214,8 +222,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cpan/Plack-1.0009@1.0009?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:MIYAGAWA&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/Plack-1.0009@1.0009"
   },
   {
@@ -287,8 +299,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cpan/Plack-1.0001@1.0001?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:MIYAGAWA&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/Plack-1.0001@1.0001"
   },
   {
@@ -360,8 +376,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cpan/Plack-1.0002@1.0002?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:MIYAGAWA&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/Plack-1.0002@1.0002"
   },
   {
@@ -433,8 +453,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cpan/Plack-1.0014@1.0014?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:MIYAGAWA&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/Plack-1.0014@1.0014"
   },
   {
@@ -506,8 +530,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cpan/Plack-1.0027@1.0027?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:MIYAGAWA&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/Plack-1.0027@1.0027"
   },
   {
@@ -579,8 +607,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cpan/Plack-1.0028@1.0028?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:MIYAGAWA&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/Plack-1.0028@1.0028"
   },
   {
@@ -652,8 +684,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cpan/Plack-1.0018@1.0018?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:MIYAGAWA&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/Plack-1.0018@1.0018"
   },
   {
@@ -725,8 +761,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cpan/Plack-1.0020@1.0020?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:MIYAGAWA&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/Plack-1.0020@1.0020"
   },
   {
@@ -798,8 +838,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cpan/Plack-1.0022@1.0022?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:MIYAGAWA&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/Plack-1.0022@1.0022"
   },
   {
@@ -871,8 +915,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cpan/Plack-1.0021@1.0021?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:MIYAGAWA&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/Plack-1.0021@1.0021"
   },
   {
@@ -944,8 +992,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cpan/Bundle-Sledge-0.04@0.04?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:MIYAGAWA&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/Bundle-Sledge-0.04@0.04"
   },
   {
@@ -1017,8 +1069,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cpan/Video-Subtitle-SRT-0.01@0.01?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:MIYAGAWA&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/Video-Subtitle-SRT-0.01@0.01"
   },
   {
@@ -1090,8 +1146,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cpan/Plack-1.0032@1.0032?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:MIYAGAWA&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/Plack-1.0032@1.0032"
   },
   {
@@ -1163,8 +1223,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cpan/Carmel-v0.1.34@v0.1.34?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:MIYAGAWA&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/Carmel-v0.1.34@v0.1.34"
   },
   {
@@ -1236,8 +1300,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cpan/Plack-1.0046@1.0046?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:MIYAGAWA&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/Plack-1.0046@1.0046"
   },
   {
@@ -1309,8 +1377,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cpan/Filesys-Notify-Simple-0.12@0.12?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:MIYAGAWA&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/Filesys-Notify-Simple-0.12@0.12"
   },
   {
@@ -1382,8 +1454,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cpan/carton-v0.9.10@v0.9.10?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:MIYAGAWA&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/carton-v0.9.10@v0.9.10"
   },
   {
@@ -1455,8 +1531,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cpan/carton-v0.9_8@v0.9_8?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:MIYAGAWA&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/carton-v0.9_8@v0.9_8"
   },
   {
@@ -1528,8 +1608,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cpan/carton-v0.9.50-TRIAL@v0.9.50?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:MIYAGAWA&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/carton-v0.9.50-TRIAL@v0.9.50"
   },
   {
@@ -1601,8 +1685,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cpan/carton-v0.9.57-TRIAL@v0.9.57?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:MIYAGAWA&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/carton-v0.9.57-TRIAL@v0.9.57"
   },
   {
@@ -1674,8 +1762,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cpan/carton-v0.9.59-TRIAL@v0.9.59?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:MIYAGAWA&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/carton-v0.9.59-TRIAL@v0.9.59"
   },
   {
@@ -1747,8 +1839,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cpan/carton-v0.9.61-TRIAL@v0.9.61?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:MIYAGAWA&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/carton-v0.9.61-TRIAL@v0.9.61"
   },
   {
@@ -1820,8 +1916,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cpan/carton-v0.9.67-TRIAL@v0.9.67?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:MIYAGAWA&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/carton-v0.9.67-TRIAL@v0.9.67"
   },
   {
@@ -1893,8 +1993,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cpan/WebService-Google-Suggest-0.02@0.02?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:MIYAGAWA&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/WebService-Google-Suggest-0.02@0.02"
   },
   {
@@ -1966,8 +2070,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cpan/HTTP-MobileAgent-0.16@0.16?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:MIYAGAWA&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/HTTP-MobileAgent-0.16@0.16"
   },
   {
@@ -2039,8 +2147,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cpan/Email-Find-0.09@0.09?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:MIYAGAWA&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/Email-Find-0.09@0.09"
   },
   {
@@ -2112,8 +2224,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cpan/POE-Component-YahooMessenger-0.04@0.04?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:MIYAGAWA&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/POE-Component-YahooMessenger-0.04@0.04"
   },
   {
@@ -2185,8 +2301,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cpan/Kwiki-Emoticon-0.01@0.01?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:MIYAGAWA&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/Kwiki-Emoticon-0.01@0.01"
   },
   {
@@ -2258,8 +2378,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cpan/Net-IPAddr-Find-0.01@0.01?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:MIYAGAWA&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/Net-IPAddr-Find-0.01@0.01"
   },
   {
@@ -2331,8 +2455,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cpan/Email-Valid-Loose-0.03@0.03?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:MIYAGAWA&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/Email-Valid-Loose-0.03@0.03"
   },
   {
@@ -2404,8 +2532,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cpan/Kwiki-TypeKey-0.07@0.07?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:MIYAGAWA&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/Kwiki-TypeKey-0.07@0.07"
   },
   {
@@ -2477,8 +2609,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cpan/Text-Emoticon-Yahoo-0.01@0.01?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://fastapi.metacpan.org/release/_search?q=author:MIYAGAWA&size=5000"
+    ],
+    "datasource_ids":[
+      "cpan_release_json"
+    ],
     "purl":"pkg:cpan/Text-Emoticon-Yahoo-0.01@0.01"
   }
 ]
\ No newline at end of file
diff --git a/minecode/tests/testfiles/cpan/expected_yaml_cpanmapper.json b/minecode/tests/testfiles/cpan/expected_yaml_cpanmapper.json
index 9a43ebba..b87b9ba6 100644
--- a/minecode/tests/testfiles/cpan/expected_yaml_cpanmapper.json
+++ b/minecode/tests/testfiles/cpan/expected_yaml_cpanmapper.json
@@ -69,7 +69,7 @@
     "repository_homepage_url":null,
     "repository_download_url":null,
     "api_data_url":null,
-    "datasource_id":null,
+    "datasource_id":"cpan_metadata_json",
     "purl":"pkg:cpan/variable@2009110702"
   }
 ]
\ No newline at end of file
diff --git a/minecode/tests/testfiles/cran/mapper_ANN2_expected.json b/minecode/tests/testfiles/cran/mapper_ANN2_expected.json
index 12603e0d..519297ed 100644
--- a/minecode/tests/testfiles/cran/mapper_ANN2_expected.json
+++ b/minecode/tests/testfiles/cran/mapper_ANN2_expected.json
@@ -90,8 +90,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cran/ANN2@1.1?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://cloud.r-project.org/web/packages/ANN2/index.html"
+    ],
+    "datasource_ids":[
+      "cran_metadata"
+    ],
     "purl":"pkg:cran/ANN2@1.1"
   },
   {
@@ -185,8 +189,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cran/ANN2@1.1?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://cloud.r-project.org/web/packages/ANN2/index.html"
+    ],
+    "datasource_ids":[
+      "cran_metadata"
+    ],
     "purl":"pkg:cran/ANN2@1.1"
   },
   {
@@ -280,8 +288,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cran/ANN2@1.1?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://cloud.r-project.org/web/packages/ANN2/index.html"
+    ],
+    "datasource_ids":[
+      "cran_metadata"
+    ],
     "purl":"pkg:cran/ANN2@1.1"
   },
   {
@@ -375,8 +387,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cran/ANN2@1.1?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://cloud.r-project.org/web/packages/ANN2/index.html"
+    ],
+    "datasource_ids":[
+      "cran_metadata"
+    ],
     "purl":"pkg:cran/ANN2@1.1"
   },
   {
@@ -470,8 +486,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cran/ANN2@1.1?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://cloud.r-project.org/web/packages/ANN2/index.html"
+    ],
+    "datasource_ids":[
+      "cran_metadata"
+    ],
     "purl":"pkg:cran/ANN2@1.1"
   },
   {
@@ -565,8 +585,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cran/ANN2@1.1?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://cloud.r-project.org/web/packages/ANN2/index.html"
+    ],
+    "datasource_ids":[
+      "cran_metadata"
+    ],
     "purl":"pkg:cran/ANN2@1.1"
   },
   {
@@ -660,8 +684,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cran/ANN2@1.1?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://cloud.r-project.org/web/packages/ANN2/index.html"
+    ],
+    "datasource_ids":[
+      "cran_metadata"
+    ],
     "purl":"pkg:cran/ANN2@1.1"
   }
 ]
\ No newline at end of file
diff --git a/minecode/tests/testfiles/cran/mapper_abe_expected.json b/minecode/tests/testfiles/cran/mapper_abe_expected.json
index b6591883..9c0cfcb6 100644
--- a/minecode/tests/testfiles/cran/mapper_abe_expected.json
+++ b/minecode/tests/testfiles/cran/mapper_abe_expected.json
@@ -127,8 +127,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:cran/abe@3.0.1?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://cloud.r-project.org/web/packages/abe/index.htm"
+    ],
+    "datasource_ids":[
+      "cran_metadata"
+    ],
     "purl":"pkg:cran/abe@3.0.1"
   },
   {
@@ -259,8 +263,12 @@
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     "api_data_url":null,
     "package_uid":"pkg:cran/abe@3.0.1?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://cloud.r-project.org/web/packages/abe/index.htm"
+    ],
+    "datasource_ids":[
+      "cran_metadata"
+    ],
     "purl":"pkg:cran/abe@3.0.1"
   },
   {
@@ -391,8 +399,12 @@
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     "api_data_url":null,
     "package_uid":"pkg:cran/abe@3.0.1?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://cloud.r-project.org/web/packages/abe/index.htm"
+    ],
+    "datasource_ids":[
+      "cran_metadata"
+    ],
     "purl":"pkg:cran/abe@3.0.1"
   },
   {
@@ -523,8 +535,12 @@
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     "api_data_url":null,
     "package_uid":"pkg:cran/abe@3.0.1?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://cloud.r-project.org/web/packages/abe/index.htm"
+    ],
+    "datasource_ids":[
+      "cran_metadata"
+    ],
     "purl":"pkg:cran/abe@3.0.1"
   }
 ]
\ No newline at end of file
diff --git a/minecode/tests/testfiles/debian/release/Release_expected b/minecode/tests/testfiles/debian/release/Release_expected
index d17981a0..1a16db54 100644
--- a/minecode/tests/testfiles/debian/release/Release_expected
+++ b/minecode/tests/testfiles/debian/release/Release_expected
@@ -1 +1 @@
-<generator object get_paragraphs_data at 0x7fa91b6597e0>
+[{'archive': 'jessie-backports', 'origin': 'Debian Backports', 'label': 'Debian Backports', 'notautomatic': 'yes', 'butautomaticupgrades': 'yes', 'component': 'main', 'architecture': 'ppc64el'}]
diff --git a/minecode/tests/testfiles/debian/release/Release_with_md5_expected b/minecode/tests/testfiles/debian/release/Release_with_md5_expected
index d17981a0..c5a06967 100644
--- a/minecode/tests/testfiles/debian/release/Release_with_md5_expected
+++ b/minecode/tests/testfiles/debian/release/Release_with_md5_expected
@@ -1 +1 @@
-<generator object get_paragraphs_data at 0x7fa91b6597e0>
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diff --git a/minecode/tests/testfiles/eclipse/Acceleo_projects_expected.json b/minecode/tests/testfiles/eclipse/Acceleo_projects_expected.json
index 5aae1674..bbbd2774 100644
--- a/minecode/tests/testfiles/eclipse/Acceleo_projects_expected.json
+++ b/minecode/tests/testfiles/eclipse/Acceleo_projects_expected.json
@@ -61,7 +61,9 @@
     "api_data_url":null,
     "package_uid":"pkg:eclipse/Acceleo?uuid=fixed-uid-done-for-testing-5642512d1758",
     "datafile_paths":[],
-    "datasource_ids":[],
+    "datasource_ids":[
+      "eclipse_html"
+    ],
     "purl":"pkg:eclipse/Acceleo"
   },
   {
@@ -126,7 +128,9 @@
     "api_data_url":null,
     "package_uid":"pkg:eclipse/Acceleo@3.6.4?uuid=fixed-uid-done-for-testing-5642512d1758",
     "datafile_paths":[],
-    "datasource_ids":[],
+    "datasource_ids":[
+      "eclipse_html"
+    ],
     "purl":"pkg:eclipse/Acceleo@3.6.4"
   },
   {
@@ -191,7 +195,9 @@
     "api_data_url":null,
     "package_uid":"pkg:eclipse/Acceleo@3.6.0?uuid=fixed-uid-done-for-testing-5642512d1758",
     "datafile_paths":[],
-    "datasource_ids":[],
+    "datasource_ids":[
+      "eclipse_html"
+    ],
     "purl":"pkg:eclipse/Acceleo@3.6.0"
   },
   {
@@ -256,7 +262,9 @@
     "api_data_url":null,
     "package_uid":"pkg:eclipse/Acceleo@3.5.0?uuid=fixed-uid-done-for-testing-5642512d1758",
     "datafile_paths":[],
-    "datasource_ids":[],
+    "datasource_ids":[
+      "eclipse_html"
+    ],
     "purl":"pkg:eclipse/Acceleo@3.5.0"
   },
   {
@@ -321,7 +329,9 @@
     "api_data_url":null,
     "package_uid":"pkg:eclipse/Acceleo@3.4.0?uuid=fixed-uid-done-for-testing-5642512d1758",
     "datafile_paths":[],
-    "datasource_ids":[],
+    "datasource_ids":[
+      "eclipse_html"
+    ],
     "purl":"pkg:eclipse/Acceleo@3.4.0"
   },
   {
@@ -386,7 +396,9 @@
     "api_data_url":null,
     "package_uid":"pkg:eclipse/Acceleo@3.3.0?uuid=fixed-uid-done-for-testing-5642512d1758",
     "datafile_paths":[],
-    "datasource_ids":[],
+    "datasource_ids":[
+      "eclipse_html"
+    ],
     "purl":"pkg:eclipse/Acceleo@3.3.0"
   },
   {
@@ -451,7 +463,9 @@
     "api_data_url":null,
     "package_uid":"pkg:eclipse/Acceleo@3.2.0?uuid=fixed-uid-done-for-testing-5642512d1758",
     "datafile_paths":[],
-    "datasource_ids":[],
+    "datasource_ids":[
+      "eclipse_html"
+    ],
     "purl":"pkg:eclipse/Acceleo@3.2.0"
   },
   {
@@ -516,7 +530,9 @@
     "api_data_url":null,
     "package_uid":"pkg:eclipse/Acceleo@3.1.0?uuid=fixed-uid-done-for-testing-5642512d1758",
     "datafile_paths":[],
-    "datasource_ids":[],
+    "datasource_ids":[
+      "eclipse_html"
+    ],
     "purl":"pkg:eclipse/Acceleo@3.1.0"
   },
   {
@@ -581,7 +597,9 @@
     "api_data_url":null,
     "package_uid":"pkg:eclipse/Acceleo@3.0.0?uuid=fixed-uid-done-for-testing-5642512d1758",
     "datafile_paths":[],
-    "datasource_ids":[],
+    "datasource_ids":[
+      "eclipse_html"
+    ],
     "purl":"pkg:eclipse/Acceleo@3.0.0"
   },
   {
@@ -646,7 +664,9 @@
     "api_data_url":null,
     "package_uid":"pkg:eclipse/Acceleo@0.8.0?uuid=fixed-uid-done-for-testing-5642512d1758",
     "datafile_paths":[],
-    "datasource_ids":[],
+    "datasource_ids":[
+      "eclipse_html"
+    ],
     "purl":"pkg:eclipse/Acceleo@0.8.0"
   }
 ]
\ No newline at end of file
diff --git a/minecode/tests/testfiles/eclipse/eclipse_birt_expected.json b/minecode/tests/testfiles/eclipse/eclipse_birt_expected.json
index f6846cf1..bd0a6381 100644
--- a/minecode/tests/testfiles/eclipse/eclipse_birt_expected.json
+++ b/minecode/tests/testfiles/eclipse/eclipse_birt_expected.json
@@ -61,7 +61,9 @@
     "api_data_url":null,
     "package_uid":"pkg:eclipse/birt?uuid=fixed-uid-done-for-testing-5642512d1758",
     "datafile_paths":[],
-    "datasource_ids":[],
+    "datasource_ids":[
+      "eclipse_metadata"
+    ],
     "purl":"pkg:eclipse/birt"
   }
 ]
\ No newline at end of file
diff --git a/minecode/tests/testfiles/fdroid/index-v2-visited-expected-mapped.json b/minecode/tests/testfiles/fdroid/index-v2-visited-expected-mapped.json
index fdf23818..184d9e7e 100644
--- a/minecode/tests/testfiles/fdroid/index-v2-visited-expected-mapped.json
+++ b/minecode/tests/testfiles/fdroid/index-v2-visited-expected-mapped.json
@@ -81,11 +81,11 @@
       "Time"
     ],
     "homepage_url":null,
-    "download_url":"https://f-droid.org/repo//An.stop_10.apk",
-    "size":66218,
+    "download_url":"https://f-droid.org/repo/An.stop_10_src.tar.gz",
+    "size":558337,
     "sha1":null,
     "md5":null,
-    "sha256":"78ec7805f5a49b156fbd5f6af174c1cd8ae9900c9c7af2b2df021aca8cd5eae9",
+    "sha256":"d489eee14c4693a4aa742c490f2566d2d17170a3977cc04993d96ba4588384c8",
     "sha512":null,
     "bug_tracking_url":"https://github.com/jdmonin/anstop/issues",
     "code_view_url":null,
@@ -123,14 +123,12 @@
     "other_license_detections":[],
     "extracted_license_statement":"GPL-2.0-only",
     "notice_text":null,
-    "source_packages":[
-      "pkg:fdroid/An.stop@10?download_url=https://f-droid.org/repo/An.stop_10_src.tar.gz"
-    ],
+    "source_packages":[],
     "file_references":[],
     "extra_data":{},
     "dependencies":[],
     "repository_homepage_url":"https://f-droid.org/en/packages/An.stop",
-    "repository_download_url":"https://f-droid.org/repo//An.stop_10.apk",
+    "repository_download_url":"https://f-droid.org/repo/An.stop_10_src.tar.gz",
     "api_data_url":null,
     "datasource_id":null,
     "purl":"pkg:fdroid/An.stop@10"
@@ -217,11 +215,11 @@
       "Time"
     ],
     "homepage_url":null,
-    "download_url":"https://f-droid.org/repo//An.stop_9.apk",
-    "size":49763,
+    "download_url":"https://f-droid.org/repo/An.stop_9_src.tar.gz",
+    "size":63674,
     "sha1":null,
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-    "download_url":"https://f-droid.org/repo//app.librenews.io.librenews_3.apk",
-    "size":1993445,
+    "download_url":"https://f-droid.org/repo/app.librenews.io.librenews_3_src.tar.gz",
+    "size":310961,
     "sha1":null,
     "md5":null,
-    "sha256":"506b3003a4de2d5eb956a0c995b22efee313c983fdffc5ca3bef940d8428caa6",
+    "sha256":"8aae95fde276065e50626f5a1d89beffffbe93d6c34502c0ae83106839a03b24",
     "sha512":null,
     "bug_tracking_url":"https://github.com/milesmcc/LibreNews-Android/issues",
     "code_view_url":null,
@@ -11761,14 +11597,12 @@
     "other_license_detections":[],
     "extracted_license_statement":"GPL-3.0-only",
     "notice_text":null,
-    "source_packages":[
-      "pkg:fdroid/app.librenews.io.librenews@3?download_url=https://f-droid.org/repo/app.librenews.io.librenews_3_src.tar.gz"
-    ],
+    "source_packages":[],
     "file_references":[],
     "extra_data":{},
     "dependencies":[],
     "repository_homepage_url":"https://f-droid.org/en/packages/app.librenews.io.librenews",
-    "repository_download_url":"https://f-droid.org/repo//app.librenews.io.librenews_3.apk",
+    "repository_download_url":"https://f-droid.org/repo/app.librenews.io.librenews_3_src.tar.gz",
     "api_data_url":null,
     "datasource_id":null,
     "purl":"pkg:fdroid/app.librenews.io.librenews@3"
diff --git a/minecode/tests/testfiles/googlecode/mapper_expected_v2_apache-extras.org_124799961-qian_project.json b/minecode/tests/testfiles/googlecode/mapper_expected_v2_apache-extras.org_124799961-qian_project.json
index 9409d329..c6573a4c 100644
--- a/minecode/tests/testfiles/googlecode/mapper_expected_v2_apache-extras.org_124799961-qian_project.json
+++ b/minecode/tests/testfiles/googlecode/mapper_expected_v2_apache-extras.org_124799961-qian_project.json
@@ -61,7 +61,9 @@
     "api_data_url":null,
     "package_uid":"pkg:googlecode/apache-extras.org/124799961-qian?uuid=fixed-uid-done-for-testing-5642512d1758",
     "datafile_paths":[],
-    "datasource_ids":[],
+    "datasource_ids":[
+      "googlecode_json"
+    ],
     "purl":"pkg:googlecode/apache-extras.org/124799961-qian"
   }
 ]
\ No newline at end of file
diff --git a/minecode/tests/testfiles/googlecode/v2_api/package_expected_project.json b/minecode/tests/testfiles/googlecode/v2_api/package_expected_project.json
index 63b1afad..d6c8b89f 100644
--- a/minecode/tests/testfiles/googlecode/v2_api/package_expected_project.json
+++ b/minecode/tests/testfiles/googlecode/v2_api/package_expected_project.json
@@ -68,7 +68,9 @@
     "api_data_url":null,
     "package_uid":"pkg:googlecode/hg4j?uuid=fixed-uid-done-for-testing-5642512d1758",
     "datafile_paths":[],
-    "datasource_ids":[],
+    "datasource_ids":[
+      "googlecode_api_json"
+    ],
     "purl":"pkg:googlecode/hg4j"
   }
 ]
\ No newline at end of file
diff --git a/minecode/tests/testfiles/npm/lodash_package-expected.json b/minecode/tests/testfiles/npm/lodash_package-expected.json
index 32a34466..ae468fd8 100644
--- a/minecode/tests/testfiles/npm/lodash_package-expected.json
+++ b/minecode/tests/testfiles/npm/lodash_package-expected.json
@@ -57,9 +57,7 @@
       "name":"bnjmnt4n",
       "email":"benjamin@dev.ofcr.se"
    },
-   "directories":{
-      
-   },
+   "directories":{},
    "maintainers":[
       {
          "name":"mathias",
diff --git a/minecode/tests/testfiles/nuget/nuget_mapper_log4net_expected.json b/minecode/tests/testfiles/nuget/nuget_mapper_log4net_expected.json
index 5e1de5ad..fb755ff2 100644
--- a/minecode/tests/testfiles/nuget/nuget_mapper_log4net_expected.json
+++ b/minecode/tests/testfiles/nuget/nuget_mapper_log4net_expected.json
@@ -22,7 +22,7 @@
     "code_view_url":null,
     "vcs_url":null,
     "copyright":"Copyright 2004-2017 The Apache Software Foundation",
-    "holder":null,
+    "holder":"The Apache Software Foundation",
     "declared_license_expression":"apache-2.0",
     "declared_license_expression_spdx":"Apache-2.0",
     "license_detections":[
@@ -60,8 +60,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:nuget/log4net@2.0.8?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://www.nuget.org/packages/log4net"
+    ],
+    "datasource_ids":[
+      "nuget_metadata_json"
+    ],
     "purl":"pkg:nuget/log4net@2.0.8"
   },
   {
@@ -87,7 +91,7 @@
     "code_view_url":null,
     "vcs_url":null,
     "copyright":"Copyright 2004-2017 The Apache Software Foundation",
-    "holder":null,
+    "holder":"The Apache Software Foundation",
     "declared_license_expression":"apache-2.0",
     "declared_license_expression_spdx":"Apache-2.0",
     "license_detections":[
@@ -125,8 +129,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:nuget/log4net@2.0.7?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://www.nuget.org/packages/log4net"
+    ],
+    "datasource_ids":[
+      "nuget_metadata_json"
+    ],
     "purl":"pkg:nuget/log4net@2.0.7"
   },
   {
@@ -152,7 +160,7 @@
     "code_view_url":null,
     "vcs_url":null,
     "copyright":"Copyright 2004-2017 The Apache Software Foundation",
-    "holder":null,
+    "holder":"The Apache Software Foundation",
     "declared_license_expression":"apache-2.0",
     "declared_license_expression_spdx":"Apache-2.0",
     "license_detections":[
@@ -190,8 +198,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:nuget/log4net@2.0.6?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://www.nuget.org/packages/log4net"
+    ],
+    "datasource_ids":[
+      "nuget_metadata_json"
+    ],
     "purl":"pkg:nuget/log4net@2.0.6"
   },
   {
@@ -217,7 +229,7 @@
     "code_view_url":null,
     "vcs_url":null,
     "copyright":"Copyright 2004-2017 The Apache Software Foundation",
-    "holder":null,
+    "holder":"The Apache Software Foundation",
     "declared_license_expression":"apache-2.0",
     "declared_license_expression_spdx":"Apache-2.0",
     "license_detections":[
@@ -255,8 +267,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:nuget/log4net@2.0.5?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://www.nuget.org/packages/log4net"
+    ],
+    "datasource_ids":[
+      "nuget_metadata_json"
+    ],
     "purl":"pkg:nuget/log4net@2.0.5"
   },
   {
@@ -282,7 +298,7 @@
     "code_view_url":null,
     "vcs_url":null,
     "copyright":"Copyright 2004-2017 The Apache Software Foundation",
-    "holder":null,
+    "holder":"The Apache Software Foundation",
     "declared_license_expression":"apache-2.0",
     "declared_license_expression_spdx":"Apache-2.0",
     "license_detections":[
@@ -320,8 +336,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:nuget/log4net@2.0.4?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://www.nuget.org/packages/log4net"
+    ],
+    "datasource_ids":[
+      "nuget_metadata_json"
+    ],
     "purl":"pkg:nuget/log4net@2.0.4"
   },
   {
@@ -347,7 +367,7 @@
     "code_view_url":null,
     "vcs_url":null,
     "copyright":"Copyright 2004-2017 The Apache Software Foundation",
-    "holder":null,
+    "holder":"The Apache Software Foundation",
     "declared_license_expression":"apache-2.0",
     "declared_license_expression_spdx":"Apache-2.0",
     "license_detections":[
@@ -385,8 +405,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:nuget/log4net@2.0.3?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://www.nuget.org/packages/log4net"
+    ],
+    "datasource_ids":[
+      "nuget_metadata_json"
+    ],
     "purl":"pkg:nuget/log4net@2.0.3"
   },
   {
@@ -412,7 +436,7 @@
     "code_view_url":null,
     "vcs_url":null,
     "copyright":"Copyright 2004-2017 The Apache Software Foundation",
-    "holder":null,
+    "holder":"The Apache Software Foundation",
     "declared_license_expression":"apache-2.0",
     "declared_license_expression_spdx":"Apache-2.0",
     "license_detections":[
@@ -450,8 +474,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:nuget/log4net@2.0.2?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://www.nuget.org/packages/log4net"
+    ],
+    "datasource_ids":[
+      "nuget_metadata_json"
+    ],
     "purl":"pkg:nuget/log4net@2.0.2"
   },
   {
@@ -477,7 +505,7 @@
     "code_view_url":null,
     "vcs_url":null,
     "copyright":"Copyright 2004-2017 The Apache Software Foundation",
-    "holder":null,
+    "holder":"The Apache Software Foundation",
     "declared_license_expression":"apache-2.0",
     "declared_license_expression_spdx":"Apache-2.0",
     "license_detections":[
@@ -515,8 +543,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:nuget/log4net@2.0.1?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://www.nuget.org/packages/log4net"
+    ],
+    "datasource_ids":[
+      "nuget_metadata_json"
+    ],
     "purl":"pkg:nuget/log4net@2.0.1"
   },
   {
@@ -542,7 +574,7 @@
     "code_view_url":null,
     "vcs_url":null,
     "copyright":"Copyright 2004-2017 The Apache Software Foundation",
-    "holder":null,
+    "holder":"The Apache Software Foundation",
     "declared_license_expression":"apache-2.0",
     "declared_license_expression_spdx":"Apache-2.0",
     "license_detections":[
@@ -580,8 +612,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:nuget/log4net@2.0.0?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://www.nuget.org/packages/log4net"
+    ],
+    "datasource_ids":[
+      "nuget_metadata_json"
+    ],
     "purl":"pkg:nuget/log4net@2.0.0"
   },
   {
@@ -607,7 +643,7 @@
     "code_view_url":null,
     "vcs_url":null,
     "copyright":"Copyright 2004-2017 The Apache Software Foundation",
-    "holder":null,
+    "holder":"The Apache Software Foundation",
     "declared_license_expression":"apache-2.0",
     "declared_license_expression_spdx":"Apache-2.0",
     "license_detections":[
@@ -645,8 +681,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:nuget/log4net@1.2.10?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://www.nuget.org/packages/log4net"
+    ],
+    "datasource_ids":[
+      "nuget_metadata_json"
+    ],
     "purl":"pkg:nuget/log4net@1.2.10"
   }
 ]
\ No newline at end of file
diff --git a/minecode/tests/testfiles/openssl/openssl_mapper_expected.json b/minecode/tests/testfiles/openssl/openssl_mapper_expected.json
index 9b7585dd..3a1871a3 100644
--- a/minecode/tests/testfiles/openssl/openssl_mapper_expected.json
+++ b/minecode/tests/testfiles/openssl/openssl_mapper_expected.json
@@ -22,7 +22,7 @@
     "code_view_url":"https://github.com/openssl/openssl",
     "vcs_url":"git+https://github.com/openssl/openssl.git",
     "copyright":"Copyright (c) 1998-2018 The OpenSSL Project\nCopyright (c) 1995-1998 Eric A. Young, Tim J. Hudson\nAll rights reserved.",
-    "holder":null,
+    "holder":"The OpenSSL Project\nEric A. Young, Tim J. Hudson",
     "declared_license_expression":"openssl-ssleay",
     "declared_license_expression_spdx":"OpenSSL",
     "license_detections":[
@@ -60,8 +60,12 @@
     "repository_download_url":null,
     "api_data_url":null,
     "package_uid":"pkg:generic/openssl-1.0.2-stable-SNAP-20180518.tar.gz@1.0.2-stable-SNAP-20180518?uuid=fixed-uid-done-for-testing-5642512d1758",
-    "datafile_paths":[],
-    "datasource_ids":[],
+    "datafile_paths":[
+      "https://ftp.openssl.org/snapshot/openssl-1.0.2-stable-SNAP-20180518.tar.gz"
+    ],
+    "datasource_ids":[
+      "openssl_metadeta"
+    ],
     "purl":"pkg:generic/openssl-1.0.2-stable-SNAP-20180518.tar.gz@1.0.2-stable-SNAP-20180518"
   }
 ]
\ No newline at end of file
diff --git a/minecode/tests/testfiles/packagist/packaglist_00f100_cakephp-opauth_expected.json b/minecode/tests/testfiles/packagist/packaglist_00f100_cakephp-opauth_expected.json
index 1bf77f36..7311f8ff 100644
--- a/minecode/tests/testfiles/packagist/packaglist_00f100_cakephp-opauth_expected.json
+++ b/minecode/tests/testfiles/packagist/packaglist_00f100_cakephp-opauth_expected.json
@@ -35,7 +35,7 @@
     "homepage_url":"http://opauth.org",
     "download_url":"https://api.github.com/repos/00F100/cakephp-opauth/zipball/c82879adc50afb5a5e95436ef057dfefffe02607",
     "size":null,
-    "sha1":"",
+    "sha1":null,
     "md5":null,
     "sha256":null,
     "sha512":null,
@@ -82,7 +82,9 @@
     "api_data_url":null,
     "package_uid":"pkg:composer/00f100/cakephp-opauth@dev-master?uuid=fixed-uid-done-for-testing-5642512d1758",
     "datafile_paths":[],
-    "datasource_ids":[],
+    "datasource_ids":[
+      "composer_json"
+    ],
     "purl":"pkg:composer/00f100/cakephp-opauth@dev-master"
   }
 ]
\ No newline at end of file
diff --git a/minecode/tests/testfiles/sourceforge/mapper_niftyphp_expected.json b/minecode/tests/testfiles/sourceforge/mapper_niftyphp_expected.json
index 359a221c..86ee4ae9 100644
--- a/minecode/tests/testfiles/sourceforge/mapper_niftyphp_expected.json
+++ b/minecode/tests/testfiles/sourceforge/mapper_niftyphp_expected.json
@@ -109,7 +109,9 @@
     "api_data_url":null,
     "package_uid":"pkg:sourceforge/niftyphp?uuid=fixed-uid-done-for-testing-5642512d1758",
     "datafile_paths":[],
-    "datasource_ids":[],
+    "datasource_ids":[
+      "sourceforge_metadata"
+    ],
     "purl":"pkg:sourceforge/niftyphp"
   }
 ]
\ No newline at end of file
diff --git a/minecode/tests/testfiles/sourceforge/mapper_odanur_expected.json b/minecode/tests/testfiles/sourceforge/mapper_odanur_expected.json
index 8d8f8995..f00aed6e 100644
--- a/minecode/tests/testfiles/sourceforge/mapper_odanur_expected.json
+++ b/minecode/tests/testfiles/sourceforge/mapper_odanur_expected.json
@@ -18,8 +18,8 @@
         "url":"https://sourceforge.net/u/ignaciopl/"
       }
     ],
-    "keywords":null,
-    "homepage_url":"",
+    "keywords":[],
+    "homepage_url":null,
     "download_url":null,
     "size":null,
     "sha1":null,
@@ -46,7 +46,9 @@
     "api_data_url":null,
     "package_uid":"pkg:sourceforge/odanur?uuid=fixed-uid-done-for-testing-5642512d1758",
     "datafile_paths":[],
-    "datasource_ids":[],
+    "datasource_ids":[
+      "sourceforge_metadata"
+    ],
     "purl":"pkg:sourceforge/odanur"
   }
 ]
\ No newline at end of file
diff --git a/minecode/tests/testfiles/sourceforge/mapper_omonoql_expected.json b/minecode/tests/testfiles/sourceforge/mapper_omonoql_expected.json
index 02f8a421..1a6b6878 100644
--- a/minecode/tests/testfiles/sourceforge/mapper_omonoql_expected.json
+++ b/minecode/tests/testfiles/sourceforge/mapper_omonoql_expected.json
@@ -122,7 +122,9 @@
     "api_data_url":null,
     "package_uid":"pkg:sourceforge/monoql?uuid=fixed-uid-done-for-testing-5642512d1758",
     "datafile_paths":[],
-    "datasource_ids":[],
+    "datasource_ids":[
+      "sourceforge_metadata"
+    ],
     "purl":"pkg:sourceforge/monoql"
   }
 ]
\ No newline at end of file
diff --git a/minecode/tests/testfiles/sourceforge/mapper_openstunts_expected.json b/minecode/tests/testfiles/sourceforge/mapper_openstunts_expected.json
index bcd5811f..ac166c70 100644
--- a/minecode/tests/testfiles/sourceforge/mapper_openstunts_expected.json
+++ b/minecode/tests/testfiles/sourceforge/mapper_openstunts_expected.json
@@ -108,7 +108,9 @@
     "api_data_url":null,
     "package_uid":"pkg:sourceforge/openstunts?uuid=fixed-uid-done-for-testing-5642512d1758",
     "datafile_paths":[],
-    "datasource_ids":[],
+    "datasource_ids":[
+      "sourceforge_metadata"
+    ],
     "purl":"pkg:sourceforge/openstunts"
   }
 ]
\ No newline at end of file
diff --git a/minecode/utils_test.py b/minecode/utils_test.py
index 9da25fd1..1480240f 100644
--- a/minecode/utils_test.py
+++ b/minecode/utils_test.py
@@ -31,6 +31,7 @@
 from scancode.cli_test_utils import purl_with_fake_uuid
 
 from minecode.utils import get_temp_dir
+from minecode.tests import FIXTURES_REGEN
 
 
 """
@@ -241,7 +242,7 @@ def _remove_fields_from_results(self, data, fields_to_remove):
                     continue
                 data.pop(field)
 
-    def check_expected_results(self, results, expected_loc, fields_to_remove=[], regen=False):
+    def check_expected_results(self, results, expected_loc, fields_to_remove=[], regen=FIXTURES_REGEN):
         """
         Check `results` are  equal to expected data stored in a JSON
         file at `expected_loc`.
@@ -264,7 +265,7 @@ def check_expected_results(self, results, expected_loc, fields_to_remove=[], reg
         results = json.loads(json.dumps(results))
         self.assertEqual(expected, results)
 
-    def check_expected_uris(self, uris, expected_loc, data_is_json=False, regen=False):
+    def check_expected_uris(self, uris, expected_loc, data_is_json=False, regen=FIXTURES_REGEN):
         """
         Check a `uris` iterable of URIs matches the data stored in the JSON file
         at `expected_loc`.
diff --git a/minecode/visitors/generic.py b/minecode/visitors/generic.py
index 652ea286..314a84e4 100644
--- a/minecode/visitors/generic.py
+++ b/minecode/visitors/generic.py
@@ -88,7 +88,7 @@ def packagedata_from_dict(package_data):
     cleaned_package_data = {
         key: value for key, value in package_data.items() if key in supported
     }
-    return PackageData(**cleaned_package_data)
+    return PackageData.from_data(cleaned_package_data)
 
 
 def map_directory_listed_package(package_url):
diff --git a/minecode/visitors/repomd_parser.py b/minecode/visitors/repomd_parser.py
index fee7abe7..78f8fe8a 100644
--- a/minecode/visitors/repomd_parser.py
+++ b/minecode/visitors/repomd_parser.py
@@ -55,7 +55,7 @@ def generate_rpm_objects(package_infos, base_url):
     """
     # FIXME: what does package_infos mean? wheer does it come from?
     for infos in package_infos:
-        package = PackageData(
+        package_data = dict(
             # FIXME: need to add id back? this is id is some hash which is local to the repo.
             # id=infos.get('pkgid'),
             type='rpm',
@@ -68,6 +68,7 @@ def generate_rpm_objects(package_infos, base_url):
                 base_url, infos.get('href')),
             extracted_license_statement = infos.get('license', '')
         )
+        package = PackageData.from_data(package_data)
         if infos.get('source_rpm'):
             src_rpm = PackageData(name=infos.get('source_rpm'))
             package.related_packages = [src_rpm]
diff --git a/packagedb/tests/test_api.py b/packagedb/tests/test_api.py
index ba256f3e..35fce9ab 100644
--- a/packagedb/tests/test_api.py
+++ b/packagedb/tests/test_api.py
@@ -22,6 +22,7 @@
 from minecode.models import PriorityResourceURI
 from minecode.models import ScannableURI
 from minecode.utils_test import JsonBasedTesting
+from minecode.tests import FIXTURES_REGEN
 from packagedb.models import Package
 from packagedb.models import PackageContentType
 from packagedb.models import PackageSet
@@ -208,7 +209,7 @@ def test_api_resource_filter_by_checksums(self):
         response = self.client.post('/api/resources/filter_by_checksums/', data=data)
         self.assertEqual(2, response.data['count'])
         expected = self.get_test_loc('api/resource-filter_by_checksums-expected.json')
-        self.check_expected_results(response.data['results'], expected, fields_to_remove=["url", "uuid", "package"], regen=False)
+        self.check_expected_results(response.data['results'], expected, fields_to_remove=["url", "uuid", "package"], regen=FIXTURES_REGEN)
 
 class PackageApiTestCase(JsonBasedTesting, TestCase):
     test_data_dir = os.path.join(os.path.dirname(__file__), 'testfiles')
@@ -475,12 +476,12 @@ def test_package_api_filter_by_checksums(self):
         response = self.client.post('/api/packages/filter_by_checksums/', data=data)
         self.assertEqual(5, response.data['count'])
         expected = self.get_test_loc('api/package-filter_by_checksums-expected.json')
-        self.check_expected_results(response.data['results'], expected, fields_to_remove=["url", "uuid", "resources", "package_sets",], regen=False)
+        self.check_expected_results(response.data['results'], expected, fields_to_remove=["url", "uuid", "resources", "package_sets",], regen=FIXTURES_REGEN)
         data["enhance_package_data"] = True
         enhanced_response = self.client.post('/api/packages/filter_by_checksums/', data=data)
         self.assertEqual(5, len(enhanced_response.data['results']))
         expected = self.get_test_loc('api/package-filter_by_checksums-enhanced-package-data-expected.json')
-        self.check_expected_results(enhanced_response.data['results'], expected, fields_to_remove=["url", "uuid", "resources", "package_sets",], regen=False)
+        self.check_expected_results(enhanced_response.data['results'], expected, fields_to_remove=["url", "uuid", "resources", "package_sets",], regen=FIXTURES_REGEN)
 
 
 class PackageApiReindexingTestCase(JsonBasedTesting, TestCase):
@@ -721,7 +722,7 @@ def test_package_api_get_enhanced_package(self):
         response = self.client.get(reverse('api:package-get-enhanced-package-data', args=[self.package3.uuid]))
         result = response.data
         expected = self.get_test_loc('api/enhanced_package.json')
-        self.check_expected_results(result, expected, fields_to_remove=['package_sets'], regen=False)
+        self.check_expected_results(result, expected, fields_to_remove=['package_sets'], regen=FIXTURES_REGEN)
 
 class CollectApiTestCase(JsonBasedTesting, TestCase):
     test_data_dir = os.path.join(os.path.dirname(__file__), 'testfiles')
@@ -807,7 +808,7 @@ def test_package_live(self):
             'package_sets',
         ]
 
-        self.check_expected_results(result, expected, fields_to_remove=fields_to_remove, regen=False)
+        self.check_expected_results(result, expected, fields_to_remove=fields_to_remove, regen=FIXTURES_REGEN)
 
     def test_package_api_index_packages_endpoint(self):
         priority_resource_uris_count = PriorityResourceURI.objects.all().count()
diff --git a/purldb-toolkit/src/purldb_toolkit/cli_test_utils.py b/purldb-toolkit/src/purldb_toolkit/cli_test_utils.py
index 6883b221..82a9c958 100644
--- a/purldb-toolkit/src/purldb_toolkit/cli_test_utils.py
+++ b/purldb-toolkit/src/purldb_toolkit/cli_test_utils.py
@@ -15,7 +15,10 @@
 import saneyaml
 from commoncode.system import on_windows
 from packageurl import PackageURL
-from scancode_config import REGEN_TEST_FIXTURES, scancode_root_dir
+from scancode_config import scancode_root_dir
+
+
+REGEN_TEST_FIXTURES = os.environ.get("PURLDB_TOOLKIT_TEST_FIXTURES_REGEN", False)
 
 
 def run_scan_plain(
@@ -175,7 +178,7 @@ def remove_windows_extra_timeout(scancode_options, timeout=WINDOWS_CI_TIMEOUT):
 def check_json_scan(
     expected_file,
     result_file,
-    regen=False,
+    regen=REGEN_TEST_FIXTURES,
     remove_file_date=False,
     check_headers=False,
     remove_uuid=True,
@@ -348,7 +351,7 @@ def streamline_scanned_file(scanned_file, remove_file_date=False):
 def check_jsonlines_scan(
     expected_file,
     result_file,
-    regen=False,
+    regen=REGEN_TEST_FIXTURES,
     remove_file_date=False,
     check_headers=False,
     remove_uuid=True,
diff --git a/requirements.txt b/requirements.txt
index 2a039707..98e8e466 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -5,9 +5,11 @@ attrs==23.2.0
 banal==1.0.6
 beautifulsoup4==4.12.3
 binaryornot==0.4.4
+beartype==0.17.2
 bitarray==2.6.0
+bleach==6.1.0
 boolean.py==4.0
-certifi==2023.11.17
+certifi==2024.2.2
 cffi==1.16.0
 chardet==5.2.0
 charset-normalizer==3.3.2
@@ -16,23 +18,24 @@ colorama==0.4.6
 commoncode==31.0.3
 construct==2.10.70
 container-inspector==32.0.1
-crispy-bootstrap3==2022.1
+crispy-bootstrap3==2024.1
 crontab==1.0.1
-cryptography==42.0.2
-cyclonedx-python-lib==3.1.5
+cryptography==42.0.5
+cyclonedx-python-lib==6.4.3
 debian-inspector==31.1.0
 Deprecated==1.2.14
-Django==5.0.1
+Django==5.0.3
 django-crispy-forms==2.1
 django-environ==0.11.2
-django-filter==23.5
+django-filter==24.1
 django-probes==1.7.0
 django-rq==2.10.1
 django-taggit==5.0.1
-djangorestframework==3.14.0
+djangorestframework==3.15.0
 dnspython==2.5.0
 dockerfile-parse==2.0.1
 dparse2==0.7.0
+elf-inspector==0.0.1
 email-validator==2.1.0.post1
 et-xmlfile==1.1.0
 extractcode==31.0.0
@@ -48,26 +51,28 @@ ftfy==6.1.3
 ftputil==5.0.4
 gemfileparser2==0.9.3
 gitdb==4.0.11
-GitPython==3.1.40
+GitPython==3.1.42
 gunicorn==21.2.0
 hoppr-cyclonedx-models==0.4.10
 html5lib==1.1
 idna==3.6
-importlib-metadata==7.0.1
+importlib-metadata==7.0.2
 inflection==0.5.1
-intbitset==3.0.2
+intbitset==3.1.0
 isodate==0.6.1
 jaraco.functools==4.0.0
 javaproperties==0.8.1
 jawa==2.2.0
 Jinja2==3.1.3
-jsonschema==4.19.1
+jsonschema==4.21.1
 jsonschema-specifications==2023.12.1
 jsonstreams==0.6.0
-license-expression==30.2.0
-lxml==4.9.4
+license-expression==30.3.0
+lxml==5.1.0
 Markdown==3.5.1
-MarkupSafe==2.1.4
+markdown-it-py==3.0.0
+MarkupSafe==2.1.5
+matchcode-toolkit==4.0.0
 mock==5.1.0
 more-itertools==10.2.0
 natsort==8.2.0
@@ -86,26 +91,26 @@ pkginfo2==30.0.0
 pluggy==1.4.0
 plugincode==32.0.0
 ply==3.11
-psycopg==3.1.17
-psycopg-binary==3.1.17
+psycopg==3.1.18
+psycopg-binary==3.1.18
 publicsuffix2==2.20191221
-pyahocorasick==2.0.0
+pyahocorasick==2.1.0
 pycparser==2.21
 pydantic==1.10.14
 PyGithub==1.56
 pygmars==0.8.0
 Pygments==2.17.2
-pyinstrument==4.6.1
+pyinstrument==4.6.2
 PyJWT==2.8.0
-pymaven-patch==0.3.0
+pymaven-patch==0.3.2
 PyNaCl==1.5.0
 pyparsing==3.1.1
 python-dateutil==2.8.2
-python-inspector==0.10.0
+python-inspector==0.11.0
 pytz==2023.4
 PyYAML==6.0.1
 rdflib==7.0.0
-redis==5.0.1
+redis==5.0.3
 referencing==0.33.0
 regipy==3.1.6
 reppy2==0.3.6
@@ -113,20 +118,20 @@ requests==2.31.0
 resolvelib==1.0.1
 rpds-py==0.17.1
 rpm-inspector-rpm==4.16.1.3.210404
-rq==1.15.1
+rq==1.16.1
 rq-scheduler==0.13.1
 rubymarshal==1.0.3
 saneyaml==0.6.0
-scancode-toolkit==32.0.8
-scancodeio==33.0.0
-semantic-version==2.10.0
+scancodeio==34.1.0
+semantic-version==2.8.5
 semver==3.0.2
 setuptools==65.3.0
 six==1.16.0
 smmap==5.0.1
 sortedcontainers==2.4.0
 soupsieve==2.5
-spdx-tools==0.8.1
+source-inspector==0.2.0
+spdx-tools==0.8.2
 sqlparse==0.4.4
 text-unidecode==1.3
 toml==0.10.2
@@ -134,12 +139,13 @@ typecode==30.0.1
 typecode-libmagic==5.39.210531
 typing_extensions==4.9.0
 univers==30.11.0
-urllib3==2.2.0
+uritools==4.0.2
+urllib3==2.2.1
 urlpy==0.5
 wcwidth==0.2.13
 webencodings==0.5.1
 wheel==0.37.1
 wrapt==1.16.0
-XlsxWriter==3.1.9
+XlsxWriter==3.2.0
 xmltodict==0.13.0
 zipp==3.17.0
diff --git a/setup.cfg b/setup.cfg
index 73a4e61c..c247e990 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -39,11 +39,11 @@ install_requires =
     bitarray == 2.6.0
     debian-inspector == 31.1.0
     commoncode == 31.0.3
-    Django == 5.0.1
+    Django == 5.0.3
     django-environ == 0.11.2
     django-rq == 2.10.1
-    djangorestframework == 3.14.0
-    django-filter == 23.5
+    djangorestframework == 3.15.0
+    django-filter == 24.1
     drf-spectacular == 0.26.5
     fetchcode == 0.4.0
     gunicorn == 21.2.0
@@ -52,16 +52,16 @@ install_requires =
     markdown == 3.5.1
     natsort == 8.2.0
     packageurl-python == 0.15.0
-    psycopg[binary]==3.1.17
+    psycopg[binary] == 3.1.18
     PyGithub == 1.56
     reppy2 == 0.3.6
     rq-scheduler == 0.13.1
     rubymarshal == 1.0.3
-    scancode-toolkit[packages] @ git+https://github.com/nexB/scancode-toolkit.git@c8f854ae1aabf78b19d3fe52e5caca08cc634037
+    scancode-toolkit[packages] @ git+https://github.com/nexB/scancode-toolkit.git@684360f2ca01bc676368bc8621eed65065bf0f11
     urlpy == 0.5
-    matchcode-toolkit == 2.0.1
+    matchcode-toolkit == 4.0.0
     univers == 30.11.0
-    scancodeio == 33.0.0
+    scancodeio == 34.1.0
 setup_requires = setuptools_scm[toml] >= 4
 
 python_requires = >=3.8