import java.util.concurrent.ConcurrentHashMap;
import java.util.function.ToLongFunction;

import org.apache.maven.execution.ProjectDependencyGraph;
import org.apache.maven.project.MavenProject;

/**
 * Smart project comparator that orders projects based on critical path analysis.
 * Projects with longer downstream dependency chains are prioritized to maximize
 * parallel execution efficiency.
 *

// - SOSAPI Protocol Version
// - Model Name of the vendor plus version for statistical analysis.
// - List of Smart Object Storage protocol capabilities supported by the server.
// Currently, there are three capabilities supported:
//   - Capacity Reporting
//   - Backup data locality for upload sessions (Veeam Smart Entity)
//   - Handover of IAM & STS Endpoints instead of manual definition in Veeam Backup & Replication. This allows Veeam

		ACB_AUTOLOCK               = 0x00000400, /* 1 = Account auto locked */
		ACB_ENC_TXT_PWD_ALLOWED    = 0x00000800, /* 1 = Encryped text password is allowed */
		ACB_SMARTCARD_REQUIRED     = 0x00001000, /* 1 = Smart Card required */
		ACB_TRUSTED_FOR_DELEGATION = 0x00002000, /* 1 = Trusted for Delegation */
		ACB_NOT_DELEGATED          = 0x00004000, /* 1 = Not delegated */
		ACB_USE_DES_KEY_ONLY       = 0x00008000, /* 1 = Use DES key only */

        activeDependencies.removeAll(finishedProjects);
        return activeDependencies;
    }

    /**
     * Gets the smart project comparator used for critical path scheduling.
     *
     * @return the project comparator
     */
    public SmartProjectComparator getProjectComparator() {
        return projectComparator;
    }

{* ../../docs_src/query_params/tutorial002_py310.py hl[7] *}

In this case, the function parameter `q` will be optional, and will be `None` by default.

/// check

Also notice that **FastAPI** is smart enough to notice that the path parameter `item_id` is a path parameter and `q` is not, so, it's a query parameter.

///

## Query parameter type conversion { #query-parameter-type-conversion }

```Python hl_lines="3  5-6"
{
    "name": "Baz",
    "description": None,
    "price": 50.2,
    "tax": 10.5,
    "tags": []
}
```

FastAPI is smart enough (actually, Pydantic is smart enough) to realize that, even though `description`, `tax`, and `tags` have the same values as the defaults, they were set explicitly (instead of taken from the defaults).

## Key Features

- **Smart Query Suggestions**: Real-time auto-completion and search suggestions
- **Multi-language Support**: Built-in support for Japanese text processing with Kuromoji analyzer

            lifespan=lifespan,
        )
        if prefix:
            assert prefix.startswith("/"), "A path prefix must start with '/'"
            assert not prefix.endswith("/"), (
                "A path prefix must not end with '/', as the routes will start with '/'"
            )
        self.prefix = prefix
        self.tags: list[Union[str, Enum]] = tags or []

            Doc(
                """
                Configuration passed to Pydantic to define if the response data should
                exclude fields set to `None`.

                This is much simpler (less smart) than `response_model_exclude_unset`
                and `response_model_exclude_defaults`. You probably want to use one of
                those two instead of this one, as those allow returning `None` values

    public static final int ACB_AUTOLOCK = 1024;
    /** Account control bit flag: Encrypted text password is allowed */
    public static final int ACB_ENC_TXT_PWD_ALLOWED = 2048;
    /** Account control bit flag: Smart card is required for login */
    public static final int ACB_SMARTCARD_REQUIRED = 4096;
    /** Account control bit flag: Account is trusted for delegation */
    public static final int ACB_TRUSTED_FOR_DELEGATION = 8192;