* Replace `tf.keras.mixed_precision.experimental.set_policy` with `tf.keras.mixed_precision.set_global_policy`. The experimental symbol `set_policy` was renamed to `set_global_policy` in the non-experimental API.

 * elements.
 *
 * <p>The collections created by {@link #createCollection()} may or may not allow duplicates. If the
 * collection, such as a {@link Set}, does not support duplicates, an added key-value pair will
 * replace an existing pair with the same key and value, if such a pair is present. With collections
 * like {@link List} that allow duplicates, the collection will keep the existing key-value pairs
 * while adding a new pair.
 *

        try (BufferedReader reader = new BufferedReader(new InputStreamReader(in, Constants.UTF_8))) {
            long id = 0;
            String line = null;
            while ((line = reader.readLine()) != null) {
                // Remove comments
                final String replacedLine = line.replaceAll("#.*$", StringUtil.EMPTY).trim();

                // Skip empty lines or comment lines

        relatedQueryHelper.load();
        String[] results = relatedQueryHelper.getRelatedQueries("term1");
        assertEquals(1, results.length);
        assertEquals("query1", results[0]);

        // Replace with different data
        List<RelatedQuery> testData2 = new ArrayList<>();
        testData2.add(createRelatedQuery("term2", new String[] { "query2" }, ""));
        mockBhv.setTestData(testData2);

            return "file://" + path;
        }
        if (path.startsWith("/")) {
            return "file:" + path;
        }
        if (!path.startsWith("file:")) {
            return "file:/" + path.replace('\\', '/');
        }
        return path;
    }

    /**
     * Displays the start crawling form.
     *
     * @return HTML response for the start crawling form
     */
    @Execute

De la misma manera, hay muchas herramientas compatibles. Incluyendo herramientas de generación de código para muchos lenguajes.

## Pydantic

Toda la validación de datos se realiza internamente con <a href="https://docs.pydantic.dev/" class="external-link" target="_blank">Pydantic</a>, así que obtienes todos los beneficios de esta. Y sabes que estás en buenas manos.

     * @return normalized path
     */
    public static String normalizeSmbPath(String path) {
        validateSmbPath(path);

        // Normalize slashes
        path = path.replace('/', '\\');

        // Remove redundant slashes
        path = path.replaceAll("\\\\+", "\\\\");

        // Remove trailing slash unless it's root
        if (path.length() > 1 && path.endsWith("\\")) {

	// Reply with storage information (across nodes in a
	// distributed setup) as json.
	writeSuccessResponseJSON(w, jsonBytes)
}

// MetricsHandler - GET /minio/admin/v3/metrics
// ----------
// Get realtime server metrics
func (a adminAPIHandlers) MetricsHandler(w http.ResponseWriter, r *http.Request) {
	ctx := r.Context()

	objectAPI, _ := validateAdminReq(ctx, w, r, policy.ServerInfoAdminAction)
	if objectAPI == nil {

						}
						// Discard the directory.
						if err := selectFrom(otherIdx); err != nil {
							return err
						}
						continue
					}
					// Replace directory with object.
					if serverDebugLog {
						console.Debugln("mergeEntryChannels: discarding directory", best.name, "for object", other.name)
					}
					toMerge = toMerge[:0]
					best = other

## Implementation Phases

### Phase 1: SMB3 Lease Implementation (Foundation)
**Priority: HIGH** | **Estimated Effort: 3-4 weeks**

SMB3 leases replace the traditional oplock mechanism and are foundational for other features.

#### 1.1 Core Lease Infrastructure
```
Package: jcifs.internal.smb2.lease
├── Smb2LeaseBreak.java          - Lease break notification handling