No entanto, se você usar `pip` diretamente, os pacotes serão instalados no seu **ambiente Python global** (a instalação global do Python).

### O Problema { #the-problem }

Então, qual é o problema em instalar pacotes no ambiente global do Python?

			p.errorf("bad addr size for DATA argument: %d", sz)
		}
	}
}

// asmGlobl assembles a GLOBL pseudo-op.
// GLOBL shifts<>(SB),8,$256
// GLOBL shifts<>(SB),$256
func (p *Parser) asmGlobl(operands [][]lex.Token) {
	if len(operands) != 2 && len(operands) != 3 {
		p.errorf("expect two or three operands for GLOBL")
		return
	}

	// Operand 0 has the general form foo<>+0x04(SB).

            throwValidationError(messages -> messages.addErrorsStorageFileUploadFailure(GLOBAL, form.uploadFile.getFileName()),
                    () -> asListHtml(encodeId(form.path)));

        }
        saveInfo(messages -> messages.addSuccessUploadFileToStorage(GLOBAL, form.uploadFile.getFileName()));
        return redirectWith(getClass(), moreUrl("list/" + encodeId(form.path)));
    }

        if (closed.get()) {
            throw new IllegalStateException("Rate limiter is closed");
        }

        // Check global rate limit
        if (!checkGlobalRateLimit()) {
            totalAttemptsBlocked.incrementAndGet();
            log.warn("Global rate limit exceeded, blocking attempt from {}", sourceIp);
            return false;
        }

        // Check per-account limit

/** Web specializations for {@link Ints} methods. */
public abstract class IntsMethodsForWeb {

  @JsMethod(name = "Math.min", namespace = JsPackage.GLOBAL)
  public static native int min(int... array);

  @JsMethod(name = "Math.max", namespace = JsPackage.GLOBAL)
  public static native int max(int... array);

            saveError(messages -> messages.addErrorsNoTargetIndexSelected(GLOBAL));
            return redirect(getClass());
        }

        final CoordinatorHelper coordinator = ComponentUtil.getCoordinatorHelper();
        if (!coordinator.tryStartOperation("reindex_config")) {
            saveError(messages -> messages.addErrorsOperationAlreadyRunning(GLOBAL,

          java-version: 17
      - name: Update Gradle to latest nightly and push to devprod/upgrade-to-latest-wrapper
        run: |
          set -eu
          git config --global user.email "******@****.***"
          git config --global user.name "GitHub Action"

          git reset origin/master --hard

          ./gradlew wrapper --gradle-version=nightly
          ./gradlew wrapper

  )

# Add Keras module aliases
_losses = _KerasLazyLoader(globals(), submodule="losses", name="losses")
_metrics = _KerasLazyLoader(globals(), submodule="metrics", name="metrics")
_optimizers = _KerasLazyLoader(
    globals(), submodule="optimizers", name="optimizers")
_initializers = _KerasLazyLoader(
    globals(), submodule="initializers", name="initializers")
setattr(_current_module, "losses", _losses)

Nevertheless, if you just use `pip` directly, the packages would be installed in your **global Python environment** (the global installation of Python).

### The Problem { #the-problem }

So, what's the problem with installing packages in the global Python environment?

    @Execute
    public JsonResponse<ApiResult> delete$all() {
        if (!suggestHelper.deleteAllWords()) {
            throwValidationErrorApi(messages -> messages.addErrorsFailedToDeleteDocInAdmin(GLOBAL));
        }
        return asJson(new ApiResult.ApiResponse().status(ApiResult.Status.OK).result());
    }

    /**
     * Deletes document-related suggest words.
     *