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Merge environment and compare environments #14026
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0047176
Add some heuristic functions
karthiknadig 89d7b82
Support merging.
karthiknadig 7d60921
Clean up identifier code
karthiknadig e1f5d65
Tweaks and fixes
karthiknadig a4f8a9d
More clean up.
karthiknadig a4392e5
versions tweak
karthiknadig 6a3838f
Address comments
karthiknadig 4cdfcb0
more comments
karthiknadig e40f8de
Fix merge issues.
karthiknadig ecae324
Fix more merge issues.
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// Copyright (c) Microsoft Corporation. All rights reserved. | ||
// Licensed under the MIT License. | ||
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import { cloneDeep } from 'lodash'; | ||
import * as path from 'path'; | ||
import { | ||
FileInfo, | ||
PythonDistroInfo, | ||
PythonEnvInfo, PythonEnvKind, PythonVersion, | ||
} from '.'; | ||
import { Architecture } from '../../../common/utils/platform'; | ||
import { arePathsSame } from '../../common/externalDependencies'; | ||
import { areEqualVersions, areEquivalentVersions } from './pythonVersion'; | ||
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/** | ||
* Checks if two environments are same. | ||
* @param {string | PythonEnvInfo} left: environment to compare. | ||
* @param {string | PythonEnvInfo} right: environment to compare. | ||
* @param {boolean} allowPartialMatch: allow partial matches of properties when comparing. | ||
* | ||
* Remarks: The current comparison assumes that if the path to the executables are the same | ||
* then it is the same environment. Additionally, if the paths are not same but executables | ||
* are in the same directory and the version of python is the same than we can assume it | ||
* to be same environment. This later case is needed for comparing windows store python, | ||
* where multiple versions of python executables are all put in the same directory. | ||
*/ | ||
export function areSameEnvironment( | ||
left: string | PythonEnvInfo, | ||
right: string | PythonEnvInfo, | ||
allowPartialMatch?: boolean, | ||
): boolean { | ||
const leftFilename = typeof left === 'string' ? left : left.executable.filename; | ||
const rightFilename = typeof right === 'string' ? right : right.executable.filename; | ||
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if (arePathsSame(leftFilename, rightFilename)) { | ||
return true; | ||
} | ||
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if (arePathsSame(path.dirname(leftFilename), path.dirname(rightFilename))) { | ||
const leftVersion = typeof left === 'string' ? undefined : left.version; | ||
const rightVersion = typeof right === 'string' ? undefined : right.version; | ||
if (leftVersion && rightVersion) { | ||
if ( | ||
areEqualVersions(leftVersion, rightVersion) | ||
|| (allowPartialMatch && areEquivalentVersions(leftVersion, rightVersion)) | ||
) { | ||
return true; | ||
} | ||
} | ||
} | ||
return false; | ||
} | ||
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/** | ||
* Returns a heuristic value on how much information is available in the given version object. | ||
* @param {PythonVersion} version version object to generate heuristic from. | ||
* @returns A heuristic value indicating the amount of info available in the object | ||
* weighted by most important to least important fields. | ||
* Wn > Wn-1 + Wn-2 + ... W0 | ||
*/ | ||
function getPythonVersionInfoHeuristic(version:PythonVersion): number { | ||
let infoLevel = 0; | ||
if (version.major > 0) { | ||
infoLevel += 20; // W4 | ||
} | ||
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if (version.minor >= 0) { | ||
infoLevel += 10; // W3 | ||
} | ||
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if (version.micro >= 0) { | ||
infoLevel += 5; // W2 | ||
} | ||
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if (version.release.level) { | ||
infoLevel += 3; // W1 | ||
} | ||
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if (version.release.serial || version.sysVersion) { | ||
infoLevel += 1; // W0 | ||
} | ||
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return infoLevel; | ||
} | ||
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/** | ||
* Returns a heuristic value on how much information is available in the given executable object. | ||
* @param {FileInfo} executable executable object to generate heuristic from. | ||
* @returns A heuristic value indicating the amount of info available in the object | ||
* weighted by most important to least important fields. | ||
* Wn > Wn-1 + Wn-2 + ... W0 | ||
*/ | ||
function getFileInfoHeuristic(file:FileInfo): number { | ||
let infoLevel = 0; | ||
if (file.filename.length > 0) { | ||
infoLevel += 5; // W2 | ||
} | ||
|
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if (file.mtime) { | ||
infoLevel += 2; // W1 | ||
} | ||
|
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if (file.ctime) { | ||
infoLevel += 1; // W0 | ||
} | ||
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return infoLevel; | ||
} | ||
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/** | ||
* Returns a heuristic value on how much information is available in the given distro object. | ||
* @param {PythonDistroInfo} distro distro object to generate heuristic from. | ||
* @returns A heuristic value indicating the amount of info available in the object | ||
* weighted by most important to least important fields. | ||
* Wn > Wn-1 + Wn-2 + ... W0 | ||
*/ | ||
function getDistroInfoHeuristic(distro:PythonDistroInfo):number { | ||
let infoLevel = 0; | ||
if (distro.org.length > 0) { | ||
infoLevel += 20; // W3 | ||
} | ||
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if (distro.defaultDisplayName) { | ||
infoLevel += 10; // W2 | ||
} | ||
|
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if (distro.binDir) { | ||
infoLevel += 5; // W1 | ||
} | ||
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if (distro.version) { | ||
infoLevel += 2; | ||
} | ||
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return infoLevel; | ||
} | ||
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/** | ||
* Gets a prioritized list of environment types for identification. | ||
* @returns {PythonEnvKind[]} : List of environments ordered by identification priority | ||
* | ||
* Remarks: This is the order of detection based on how the various distributions and tools | ||
* configure the environment, and the fall back for identification. | ||
* Top level we have the following environment types, since they leave a unique signature | ||
* in the environment or * use a unique path for the environments they create. | ||
* 1. Conda | ||
* 2. Windows Store | ||
* 3. PipEnv | ||
* 4. Pyenv | ||
* 5. Poetry | ||
* | ||
* Next level we have the following virtual environment tools. The are here because they | ||
* are consumed by the tools above, and can also be used independently. | ||
* 1. venv | ||
* 2. virtualenvwrapper | ||
* 3. virtualenv | ||
* | ||
* Last category is globally installed python, or system python. | ||
*/ | ||
export function getPrioritizedEnvironmentKind(): PythonEnvKind[] { | ||
return [ | ||
PythonEnvKind.CondaBase, | ||
PythonEnvKind.Conda, | ||
PythonEnvKind.WindowsStore, | ||
PythonEnvKind.Pipenv, | ||
PythonEnvKind.Pyenv, | ||
PythonEnvKind.Poetry, | ||
PythonEnvKind.Venv, | ||
PythonEnvKind.VirtualEnvWrapper, | ||
PythonEnvKind.VirtualEnv, | ||
PythonEnvKind.OtherVirtual, | ||
PythonEnvKind.OtherGlobal, | ||
PythonEnvKind.MacDefault, | ||
PythonEnvKind.System, | ||
PythonEnvKind.Custom, | ||
PythonEnvKind.Unknown, | ||
]; | ||
} | ||
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/** | ||
* Selects an environment based on the environment selection priority. This should | ||
* match the priority in the environment identifier. | ||
*/ | ||
export function sortEnvInfoByPriority(...envs: PythonEnvInfo[]): PythonEnvInfo[] { | ||
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// tslint:disable-next-line: no-suspicious-comment | ||
// TODO: When we consolidate the PythonEnvKind and EnvironmentType we should have | ||
// one location where we define priority and | ||
const envKindByPriority:PythonEnvKind[] = getPrioritizedEnvironmentKind(); | ||
return envs.sort( | ||
(a:PythonEnvInfo, b:PythonEnvInfo) => envKindByPriority.indexOf(a.kind) - envKindByPriority.indexOf(b.kind), | ||
); | ||
} | ||
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/** | ||
* Merges properties of the `target` environment and `other` environment and returns the merged environment. | ||
* if the value in the `target` environment is not defined or has less information. This does not mutate | ||
* the `target` instead it returns a new object that contains the merged results. | ||
* @param {PythonEnvInfo} target : Properties of this object are favored. | ||
* @param {PythonEnvInfo} other : Properties of this object are used to fill the gaps in the merged result. | ||
*/ | ||
export function mergeEnvironments(target: PythonEnvInfo, other: PythonEnvInfo): PythonEnvInfo { | ||
const merged = cloneDeep(target); | ||
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const version = cloneDeep( | ||
getPythonVersionInfoHeuristic(target.version) > getPythonVersionInfoHeuristic(other.version) | ||
? target.version : other.version, | ||
); | ||
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const executable = cloneDeep( | ||
getFileInfoHeuristic(target.executable) > getFileInfoHeuristic(other.executable) | ||
? target.executable : other.executable, | ||
); | ||
executable.sysPrefix = target.executable.sysPrefix ?? other.executable.sysPrefix; | ||
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const distro = cloneDeep( | ||
getDistroInfoHeuristic(target.distro) > getDistroInfoHeuristic(other.distro) | ||
? target.distro : other.distro, | ||
); | ||
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merged.arch = merged.arch === Architecture.Unknown ? other.arch : target.arch; | ||
merged.defaultDisplayName = merged.defaultDisplayName ?? other.defaultDisplayName; | ||
merged.distro = distro; | ||
merged.executable = executable; | ||
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// No need to check this just use preferred kind. Since the first thing we do is figure out the | ||
// preferred env based on kind. | ||
merged.kind = target.kind; | ||
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merged.location = merged.location ?? other.location; | ||
merged.name = merged.name ?? other.name; | ||
merged.searchLocation = merged.searchLocation ?? other.searchLocation; | ||
merged.version = version; | ||
|
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return merged; | ||
} |
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