Commit 1189f2bf authored by Kruyff,D.L.W. (Dylan)'s avatar Kruyff,D.L.W. (Dylan)
Browse files

Faster json + faster table creation

parent 4944fbae
......@@ -22,7 +22,7 @@ export class ApiService {
}
// Split data into windows and normalize
async createWindows(values, parameters): Promise<number[][]> {
async createWindows(values, parameters): Promise<any> {
const postData = {values, parameters};
const response = await fetch('http://127.0.0.1:5000/create-windows', {
method: 'POST',
......@@ -32,7 +32,7 @@ export class ApiService {
},
body: JSON.stringify(postData)
});
return await response.json();
return (await response.json()).data;
}
// Generate LSH-tables by hashing each window
......
......@@ -37,10 +37,10 @@ export class OverviewWindowComponent implements OnInit {
x: this.service.rawIndices,
y: this.service.rawValues,
type: 'scattergl',
mode: 'markers',
marker: {
size: this.defaultSizes.slice(),
color: this.defaultColors.slice()}
// mode: 'markers',
// marker: {
// size: this.defaultSizes.slice(),
// color: this.defaultColors.slice()}
}];
this.layout = {
hovermode: 'closest',
......
......@@ -2,222 +2,8 @@
<project version="4">
<component name="ChangeListManager">
<list default="true" id="556080ba-825c-4b55-a92a-867a4df4fb32" name="Default Changelist" comment="">
<change beforePath="$PROJECT_DIR$/../AngularApp/prototype/src/app/api.service.ts" beforeDir="false" afterPath="$PROJECT_DIR$/../AngularApp/prototype/src/app/api.service.ts" afterDir="false" />
<change beforePath="$PROJECT_DIR$/../AngularApp/prototype/src/app/app.component.html" beforeDir="false" afterPath="$PROJECT_DIR$/../AngularApp/prototype/src/app/app.component.html" afterDir="false" />
<change beforePath="$PROJECT_DIR$/../AngularApp/prototype/src/app/app.component.ts" beforeDir="false" afterPath="$PROJECT_DIR$/../AngularApp/prototype/src/app/app.component.ts" afterDir="false" />
<change beforePath="$PROJECT_DIR$/../AngularApp/prototype/src/app/cache.service.ts" beforeDir="false" afterPath="$PROJECT_DIR$/../AngularApp/prototype/src/app/cache.service.ts" afterDir="false" />
<change beforePath="$PROJECT_DIR$/../AngularApp/prototype/src/app/overview-window/overview-window.component.html" beforeDir="false" afterPath="$PROJECT_DIR$/../AngularApp/prototype/src/app/overview-window/overview-window.component.html" afterDir="false" />
<change beforePath="$PROJECT_DIR$/../AngularApp/prototype/src/app/overview-window/overview-window.component.ts" beforeDir="false" afterPath="$PROJECT_DIR$/../AngularApp/prototype/src/app/overview-window/overview-window.component.ts" afterDir="false" />
<change beforePath="$PROJECT_DIR$/../AngularApp/prototype/src/app/query-window/query-window.component.css" beforeDir="false" afterPath="$PROJECT_DIR$/../AngularApp/prototype/src/app/query-window/query-window.component.css" afterDir="false" />
<change beforePath="$PROJECT_DIR$/../AngularApp/prototype/src/app/query-window/query-window.component.html" beforeDir="false" afterPath="$PROJECT_DIR$/../AngularApp/prototype/src/app/query-window/query-window.component.html" afterDir="false" />
<change beforePath="$PROJECT_DIR$/../AngularApp/prototype/src/app/query-window/query-window.component.ts" beforeDir="false" afterPath="$PROJECT_DIR$/../AngularApp/prototype/src/app/query-window/query-window.component.ts" afterDir="false" />
<change beforePath="$PROJECT_DIR$/.idea/workspace.xml" beforeDir="false" afterPath="$PROJECT_DIR$/.idea/workspace.xml" afterDir="false" />
<change beforePath="$PROJECT_DIR$/main.py" beforeDir="false" afterPath="$PROJECT_DIR$/main.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip-19.2.3.dist-info/INSTALLER" beforeDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip-19.2.3.dist-info/LICENSE.txt" beforeDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip-19.2.3.dist-info/METADATA" beforeDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip-19.2.3.dist-info/RECORD" beforeDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip-19.2.3.dist-info/WHEEL" beforeDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip-19.2.3.dist-info/entry_points.txt" beforeDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip-19.2.3.dist-info/top_level.txt" beforeDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/__init__.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/__init__.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/__main__.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/__main__.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/__init__.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/__init__.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/build_env.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/build_env.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/cache.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/cache.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/cli/autocompletion.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/cli/autocompletion.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/cli/base_command.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/cli/base_command.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/cli/cmdoptions.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/cli/cmdoptions.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/cli/main_parser.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/cli/main_parser.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/cli/parser.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/cli/parser.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/commands/__init__.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/commands/__init__.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/commands/check.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/commands/check.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/commands/completion.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/commands/completion.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/commands/configuration.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/commands/configuration.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/commands/debug.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/commands/debug.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/commands/download.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/commands/download.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/commands/freeze.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/commands/freeze.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/commands/hash.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/commands/hash.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/commands/help.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/commands/help.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/commands/install.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/commands/install.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/commands/list.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/commands/list.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/commands/search.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/commands/search.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/commands/show.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/commands/show.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/commands/uninstall.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/commands/uninstall.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/commands/wheel.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/commands/wheel.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/configuration.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/configuration.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/distributions/__init__.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/distributions/__init__.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/distributions/base.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/distributions/base.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/distributions/installed.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/distributions/installed.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/distributions/source.py" beforeDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/distributions/wheel.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/distributions/wheel.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/download.py" beforeDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/exceptions.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/exceptions.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/index.py" beforeDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/legacy_resolve.py" beforeDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/locations.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/locations.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/models/candidate.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/models/candidate.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/models/format_control.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/models/format_control.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/models/link.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/models/link.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/models/search_scope.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/models/search_scope.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/models/target_python.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/models/target_python.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/operations/check.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/operations/check.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/operations/freeze.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/operations/freeze.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/operations/prepare.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/operations/prepare.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/pep425tags.py" beforeDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/pyproject.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/pyproject.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/req/__init__.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/req/__init__.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/req/constructors.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/req/constructors.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/req/req_file.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/req/req_file.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/req/req_install.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/req/req_install.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/req/req_set.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/req/req_set.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/req/req_tracker.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/req/req_tracker.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/req/req_uninstall.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/req/req_uninstall.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/utils/appdirs.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/utils/appdirs.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/utils/compat.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/utils/compat.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/utils/deprecation.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/utils/deprecation.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/utils/encoding.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/utils/encoding.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/utils/filesystem.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/utils/filesystem.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/utils/glibc.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/utils/glibc.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/utils/hashes.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/utils/hashes.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/utils/logging.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/utils/logging.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/utils/marker_files.py" beforeDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/utils/misc.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/utils/misc.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/utils/models.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/utils/models.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/utils/outdated.py" beforeDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/utils/setuptools_build.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/utils/setuptools_build.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/utils/temp_dir.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/utils/temp_dir.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/utils/typing.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/utils/typing.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/utils/ui.py" beforeDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/utils/virtualenv.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/utils/virtualenv.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/vcs/__init__.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/vcs/__init__.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/vcs/bazaar.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/vcs/bazaar.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/vcs/git.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/vcs/git.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/vcs/mercurial.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/vcs/mercurial.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/vcs/subversion.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/vcs/subversion.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/vcs/versioncontrol.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/vcs/versioncontrol.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_internal/wheel.py" beforeDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/__init__.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/__init__.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/appdirs.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/appdirs.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/cachecontrol/__init__.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/cachecontrol/__init__.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/cachecontrol/adapter.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/cachecontrol/adapter.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/cachecontrol/caches/file_cache.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/cachecontrol/caches/file_cache.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/cachecontrol/controller.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/cachecontrol/controller.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/cachecontrol/serialize.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/cachecontrol/serialize.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/cachecontrol/wrapper.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/cachecontrol/wrapper.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/certifi/__init__.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/certifi/__init__.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/certifi/__main__.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/certifi/__main__.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/certifi/cacert.pem" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/certifi/cacert.pem" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/certifi/core.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/certifi/core.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/colorama/__init__.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/colorama/__init__.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/distlib/__init__.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/distlib/__init__.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/distlib/_backport/sysconfig.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/distlib/_backport/sysconfig.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/distlib/database.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/distlib/database.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/distlib/locators.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/distlib/locators.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/distlib/scripts.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/distlib/scripts.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/distlib/t32.exe" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/distlib/t32.exe" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/distlib/t64.exe" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/distlib/t64.exe" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/distlib/util.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/distlib/util.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/distlib/w32.exe" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/distlib/w32.exe" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/distlib/w64.exe" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/distlib/w64.exe" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/distlib/wheel.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/distlib/wheel.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/distro.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/distro.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/idna/core.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/idna/core.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/idna/idnadata.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/idna/idnadata.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/idna/package_data.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/idna/package_data.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/idna/uts46data.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/idna/uts46data.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/ipaddress.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/ipaddress.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/lockfile/__init__.py" beforeDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/lockfile/linklockfile.py" beforeDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/lockfile/mkdirlockfile.py" beforeDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/lockfile/pidlockfile.py" beforeDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/lockfile/sqlitelockfile.py" beforeDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/lockfile/symlinklockfile.py" beforeDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/msgpack/__init__.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/msgpack/__init__.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/msgpack/_version.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/msgpack/_version.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/msgpack/fallback.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/msgpack/fallback.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/packaging/__about__.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/packaging/__about__.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/packaging/_compat.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/packaging/_compat.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/packaging/_structures.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/packaging/_structures.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/packaging/markers.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/packaging/markers.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/packaging/requirements.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/packaging/requirements.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/packaging/specifiers.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/packaging/specifiers.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/packaging/utils.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/packaging/utils.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/packaging/version.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/packaging/version.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/pep517/__init__.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/pep517/__init__.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/pep517/_in_process.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/pep517/_in_process.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/pep517/build.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/pep517/build.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/pep517/check.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/pep517/check.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/pep517/compat.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/pep517/compat.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/pep517/envbuild.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/pep517/envbuild.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/pep517/wrappers.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/pep517/wrappers.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/pkg_resources/__init__.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/pkg_resources/__init__.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/pyparsing.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/pyparsing.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/pytoml/__init__.py" beforeDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/pytoml/core.py" beforeDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/pytoml/parser.py" beforeDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/pytoml/test.py" beforeDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/pytoml/utils.py" beforeDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/pytoml/writer.py" beforeDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/requests/__init__.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/requests/__init__.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/requests/__version__.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/requests/__version__.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/requests/api.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/requests/api.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/requests/auth.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/requests/auth.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/requests/compat.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/requests/compat.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/requests/models.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/requests/models.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/requests/sessions.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/requests/sessions.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/requests/status_codes.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/requests/status_codes.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/requests/structures.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/requests/structures.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/requests/utils.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/requests/utils.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/six.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/six.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/__init__.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/__init__.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/_collections.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/_collections.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/connection.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/connection.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/connectionpool.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/connectionpool.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/contrib/_appengine_environ.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/contrib/_appengine_environ.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/contrib/_securetransport/bindings.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/contrib/_securetransport/bindings.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/contrib/_securetransport/low_level.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/contrib/_securetransport/low_level.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/contrib/appengine.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/contrib/appengine.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/contrib/ntlmpool.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/contrib/ntlmpool.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/contrib/pyopenssl.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/contrib/pyopenssl.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/contrib/securetransport.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/contrib/securetransport.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/contrib/socks.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/contrib/socks.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/exceptions.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/exceptions.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/fields.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/fields.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/filepost.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/filepost.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/packages/__init__.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/packages/__init__.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/packages/backports/makefile.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/packages/backports/makefile.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/packages/rfc3986/__init__.py" beforeDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/packages/rfc3986/_mixin.py" beforeDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/packages/rfc3986/abnf_regexp.py" beforeDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/packages/rfc3986/api.py" beforeDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/packages/rfc3986/builder.py" beforeDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/packages/rfc3986/compat.py" beforeDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/packages/rfc3986/exceptions.py" beforeDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/packages/rfc3986/iri.py" beforeDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/packages/rfc3986/misc.py" beforeDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/packages/rfc3986/normalizers.py" beforeDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/packages/rfc3986/parseresult.py" beforeDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/packages/rfc3986/uri.py" beforeDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/packages/rfc3986/validators.py" beforeDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/packages/six.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/packages/six.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/packages/ssl_match_hostname/__init__.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/packages/ssl_match_hostname/__init__.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/packages/ssl_match_hostname/_implementation.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/packages/ssl_match_hostname/_implementation.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/poolmanager.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/poolmanager.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/request.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/request.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/response.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/response.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/util/__init__.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/util/__init__.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/util/connection.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/util/connection.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/util/request.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/util/request.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/util/response.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/util/response.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/util/retry.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/util/retry.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/util/ssl_.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/util/ssl_.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/util/timeout.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/util/timeout.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/util/url.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/util/url.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/util/wait.py" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Lib/site-packages/pip/_vendor/urllib3/util/wait.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Scripts/pip.exe" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Scripts/pip.exe" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Scripts/pip3.8.exe" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Scripts/pip3.8.exe" afterDir="false" />
<change beforePath="$PROJECT_DIR$/venv/Scripts/pip3.exe" beforeDir="false" afterPath="$PROJECT_DIR$/venv/Scripts/pip3.exe" afterDir="false" />
</list>
<option name="EXCLUDED_CONVERTED_TO_IGNORED" value="true" />
<option name="SHOW_DIALOG" value="false" />
......@@ -230,8 +16,8 @@
<file pinned="false" current-in-tab="true">
<entry file="file://$PROJECT_DIR$/main.py">
<provider selected="true" editor-type-id="text-editor">
<state relative-caret-position="136">
<caret line="92" column="50" lean-forward="true" selection-start-line="92" selection-start-column="50" selection-end-line="92" selection-end-column="50" />
<state relative-caret-position="272">
<caret line="117" column="28" lean-forward="true" selection-start-line="117" selection-start-column="28" selection-end-line="117" selection-end-column="28" />
<folding>
<element signature="e#0#41#0" expanded="true" />
</folding>
......@@ -239,6 +25,15 @@
</provider>
</entry>
</file>
<file pinned="false" current-in-tab="false">
<entry file="file://$PROJECT_DIR$/venv/Lib/site-packages/flask/globals.py">
<provider selected="true" editor-type-id="text-editor">
<state relative-caret-position="952">
<caret line="59" selection-start-line="59" selection-end-line="59" />
</state>
</provider>
</entry>
</file>
<file pinned="false" current-in-tab="false">
<entry file="file://$APPLICATION_HOME_DIR$/helpers/typeshed/stdlib/3/collections/__init__.pyi">
<provider selected="true" editor-type-id="text-editor">
......@@ -411,12 +206,12 @@
<workItem from="1594589515579" duration="1044000" />
<workItem from="1594719112139" duration="10388000" />
<workItem from="1595247298901" duration="17719000" />
<workItem from="1597658111794" duration="20721000" />
<workItem from="1597658111794" duration="30822000" />
</task>
<servers />
</component>
<component name="TimeTrackingManager">
<option name="totallyTimeSpent" value="55189000" />
<option name="totallyTimeSpent" value="65290000" />
</component>
<component name="ToolWindowManager">
<frame x="-7" y="-7" width="1295" height="695" extended-state="6" />
......@@ -466,10 +261,17 @@
</state>
</provider>
</entry>
<entry file="file://$PROJECT_DIR$/venv/Lib/site-packages/flask/globals.py">
<provider selected="true" editor-type-id="text-editor">
<state relative-caret-position="952">
<caret line="59" selection-start-line="59" selection-end-line="59" />
</state>
</provider>
</entry>
<entry file="file://$PROJECT_DIR$/main.py">
<provider selected="true" editor-type-id="text-editor">
<state relative-caret-position="136">
<caret line="92" column="50" lean-forward="true" selection-start-line="92" selection-start-column="50" selection-end-line="92" selection-end-column="50" />
<state relative-caret-position="272">
<caret line="117" column="28" lean-forward="true" selection-start-line="117" selection-start-column="28" selection-end-line="117" selection-end-column="28" />
<folding>
<element signature="e#0#41#0" expanded="true" />
</folding>
......
......@@ -12,6 +12,8 @@ from sklearn import preprocessing
from functools import partial
from itertools import groupby
from multiprocessing import Pool
import rapidjson
import orjson
app = Flask(__name__)
CORS(app)
......@@ -57,53 +59,81 @@ def read_data():
@app.route('/create-windows', methods=['POST'])
def create_windows():
t0 = time()
raw_data = request.json
values = raw_data["values"]
window_size = int(raw_data['parameters']["windowsize"])
data = [values[i:i+window_size] for i in range(len(values) - window_size)]
data = preprocessing.minmax_scale(data, (-1, 1), axis=1)
response = jsonify(data.tolist())
print("Created windows: " + str(time()-t0))
data = data.tolist()
print("data converted: " + str(time()-t0))
# response = {'data': data}
print("Sending response: " + str(time()-t0))
response = orjson.dumps(data)
print("Sending response: " + str(time()-t0))
return response
def fill_table(data, hash_functions, index):
def fill_table(data, tables_hash_function, index):
print(index)
table = defaultdict(list)
signatures = [''.join((np.dot(data[window_index], hash_functions[index]) > 0).astype('int').astype('str')) for window_index in
signatures = [''.join(list(map(lambda x: '1' if x > 0 else '0', np.dot(data[window_index], tables_hash_function[index])))) for window_index in
range(data.shape[0])]
counted_sig = enumerate(signatures)
for i, x in counted_sig:
table[x].append(i)
for i in range(len(signatures)):
table[signatures[i]].append(i)
return table
@app.route('/create-tables', methods=['POST'])
def create_tables():
t0 = time()
raw_data = request.json
raw_data = orjson.loads(request.data)
print(time()-t0)
global data
data = raw_data["windows"]
window_size = int(raw_data['parameters']["windowsize"])
hash_size = int(raw_data['parameters']["hashsize"])
table_size = int(raw_data['parameters']["tablesize"])
data = np.array(data)
print('Starting: ' + str(time()-t0))
global tables_hash_function
tables_hash_function = [np.random.uniform(-1, 1, size=(window_size, hash_size)) for _ in range(table_size)]
print('Init time: ' + str(time() - t0))
try:
pool = Pool()
func = partial(fill_table, data, tables_hash_function)
print('Starting pool: ' + str(time() - t0))
tables = pool.map(func, range(table_size))
finally:
pool.close()
pool.join()
tables = []
for index in range(table_size):
t1 = time()
print('------------')
print(index)
table = defaultdict(list)
print(time()-t1)
signatures1 = [
np.dot(data[window_index], tables_hash_function[index]) > 0
for window_index in
range(data.shape[0])]
print(time() - t1)
signatures = [''.join(['1' if x else '0' for x in lst]) for lst in signatures1]
print(time()-t1)
for i in range(len(signatures)):
table[signatures[i]].append(i)
print(time()-t1)
tables.append(table)
# try:
# pool = Pool()
# func = partial(fill_table, data, tables_hash_function)
# print('Starting pool: ' + str(time() - t0))
# tables = pool.map(func, range(table_size))
# finally:
# pool.close()
# pool.join()
print('Creation time: ' + str(time() - t0))
hash_functions = np.array(tables_hash_function).tolist()
response = {}
for table_index in range(table_size):
response[table_index] = {
response[str(table_index)] = {
"hash": hash_functions[table_index],
"entries": tables[table_index]
}
response = jsonify(response)
response = orjson.dumps(response)
return response
@app.route('/query', methods=['POST'])
......@@ -123,7 +153,7 @@ def query():
if not frequency in output:
output[frequency] = []
output[frequency].append(index)
response = jsonify(output)
response = orjson.dumps(output)
return response
def create_valid_table(data, window_size, hash_size, correct_indices, incorrect_indices, index):
......
Apache License
Version 2.0, January 2004
http://www.apache.org/licenses/
TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
1. Definitions.
"License" shall mean the terms and conditions for use, reproduction,
and distribution as defined by Sections 1 through 9 of this document.
"Licensor" shall mean the copyright owner or entity authorized by
the copyright owner that is granting the License.
"Legal Entity" shall mean the union of the acting entity and all
other entities that control, are controlled by, or are under common
control with that entity. For the purposes of this definition,
"control" means (i) the power, direct or indirect, to cause the
direction or management of such entity, whether by contract or
otherwise, or (ii) ownership of fifty percent (50%) or more of the
outstanding shares, or (iii) beneficial ownership of such entity.
"You" (or "Your") shall mean an individual or Legal Entity
exercising permissions granted by this License.
"Source" form shall mean the preferred form for making modifications,
including but not limited to software source code, documentation
source, and configuration files.
"Object" form shall mean any form resulting from mechanical
transformation or translation of a Source form, including but
not limited to compiled object code, generated documentation,
and conversions to other media types.
"Work" shall mean the work of authorship, whether in Source or
Object form, made available under the License, as indicated by a
copyright notice that is included in or attached to the work
(an example is provided in the Appendix below).
"Derivative Works" shall mean any work, whether in Source or Object
form, that is based on (or derived from) the Work and for which the
editorial revisions, annotations, elaborations, or other modifications
represent, as a whole, an original work of authorship. For the purposes
of this License, Derivative Works shall not include works that remain
separable from, or merely link (or bind by name) to the interfaces of,
the Work and Derivative Works thereof.
"Contribution" shall mean any work of authorship, including
the original version of the Work and any modifications or additions
to that Work or Derivative Works thereof, that is intentionally
submitted to Licensor for inclusion in the Work by the copyright owner
or by an individual or Legal Entity authorized to submit on behalf of
the copyright owner. For the purposes of this definition, "submitted"
means any form of electronic, verbal, or written communication sent
to the Licensor or its representatives, including but not limited to
communication on electronic mailing lists, source code control systems,
and issue tracking systems that are managed by, or on behalf of, the
Licensor for the purpose of discussing and improving the Work, but
excluding communication that is conspicuously marked or otherwise
designated in writing by the copyright owner as "Not a Contribution."
"Contributor" shall mean Licensor and any individual or Legal Entity
on behalf of whom a Contribution has been received by Licensor and
subsequently incorporated within the Work.
2. Grant of Copyright License. Subject to the terms and conditions of
this License, each Contributor hereby grants to You a perpetual,
worldwide, non-exclusive, no-charge, royalty-free, irrevocable
copyright license to reproduce, prepare Derivative Works of,
publicly display, publicly perform, sublicense, and distribute the
Work and such Derivative Works in Source or Object form.
3. Grant of Patent License. Subject to the terms and conditions of
this License, each Contributor hereby grants to You a perpetual,
worldwide, non-exclusive, no-charge, royalty-free, irrevocable
(except as stated in this section) patent license to make, have made,
use, offer to sell, sell, import, and otherwise transfer the Work,
where such license applies only to those patent claims licensable
by such Contributor that are necessarily infringed by their
Contribution(s) alone or by combination of their Contribution(s)
with the Work to which such Contribution(s) was submitted. If You
institute patent litigation against any entity (including a
cross-claim or counterclaim in a lawsuit) alleging that the Work
or a Contribution incorporated within the Work constitutes direct
or contributory patent infringement, then any patent licenses
granted to You under this License for that Work shall terminate
as of the date such litigation is filed.
4. Redistribution. You may reproduce and distribute copies of the
Work or Derivative Works thereof in any medium, with or without
modifications, and in Source or Object form, provided that You
meet the following conditions:
(a) You must give any other recipients of the Work or
Derivative Works a copy of this License; and
(b) You must cause any modified files to carry prominent notices
stating that You changed the files; and
(c) You must retain, in the Source form of any Derivative Works
that You distribute, all copyright, patent, trademark, and
attribution notices from the Source form of the Work,
excluding those notices that do not pertain to any part of
the Derivative Works; and
(d) If the Work includes a "NOTICE" text file as part of its
distribution, then any Derivative Works that You distribute must
include a readable copy of the attribution notices contained
within such NOTICE file, excluding those notices that do not