from flask import render_template

from flask_monitoringdashboard import blueprint
from flask_monitoringdashboard.core.auth import secure
from flask_monitoringdashboard.core.colors import get_color
from flask_monitoringdashboard.core.forms import get_slider_form
from flask_monitoringdashboard.core.plot import boxplot, get_figure, get_layout, get_margin
from flask_monitoringdashboard.core.info_box import get_plot_info
from flask_monitoringdashboard.core.utils import get_endpoint_details, simplify
from flask_monitoringdashboard.database import Request, session_scope
from flask_monitoringdashboard.database.count import count_versions_endpoint
from flask_monitoringdashboard.database.count_group import get_value
from flask_monitoringdashboard.database.data_grouped import get_version_data_grouped
from flask_monitoringdashboard.database.endpoint import to_local_datetime
from flask_monitoringdashboard.database.versions import get_first_requests

TITLE = 'Per-Version Performance'

AXES_INFO = '''The X-axis presents the execution time in ms. The Y-axis presents the versions 
that are used.'''

CONTENT_INFO = '''This graph shows a horizontal boxplot for the versions that are used. With this
graph you can found out whether the performance changes across different versions.'''


@blueprint.route('/endpoint/<endpoint_id>/versions', methods=['GET', 'POST'])
@secure
def versions(endpoint_id):
    with session_scope() as db_session:
        details = get_endpoint_details(db_session, endpoint_id)
        form = get_slider_form(count_versions_endpoint(db_session, endpoint_id), title='Select the number of versions')

        graph = versions_graph(db_session, endpoint_id, form)
        return render_template('fmd_dashboard/graph-details.html', details=details, graph=graph,
                               title='{} for {}'.format(TITLE, details['endpoint']), form=form,
                               information=get_plot_info(AXES_INFO, CONTENT_INFO))


def format_version(version, first_used):
    """
    :param version: name of the version
    :param first_used: datetime object when the version was first used.
    :return: string that represents the version
    """
    if not first_used:
        return version
    return '{}<br>{}'.format(version, to_local_datetime(first_used).strftime('%Y-%m-%d %H:%M'))


def versions_graph(db_session, endpoint_id, form):
    times = get_version_data_grouped(db_session, lambda x: simplify(x, 10), Request.endpoint_id == endpoint_id)
    first_requests = get_first_requests(db_session, endpoint_id, form.get_slider_value())
    data = [boxplot(
                name=format_version(request.version_requested, get_value(first_requests, request.version_requested)),
                values=get_value(times, request.version_requested),
                marker={'color': get_color(request.version_requested)})
            for request in first_requests]

    layout = get_layout(
        height=350 + 40 * len(first_requests),
        xaxis={'title': 'Execution time (ms)'},
        yaxis={'type': 'category', 'title': 'Version', 'autorange': 'reversed'},
        margin=get_margin()
    )
    return get_figure(layout=layout, data=data)

from flask import render_template

from flask_monitoringdashboard import blueprint
from flask_monitoringdashboard.core.auth import secure
from flask_monitoringdashboard.core.colors import get_color
from flask_monitoringdashboard.core.forms import get_slider_form
from flask_monitoringdashboard.core.plot import boxplot, get_figure, get_layout, get_margin
from flask_monitoringdashboard.core.info_box import get_plot_info
from flask_monitoringdashboard.core.utils import get_endpoint_details, simplify
from flask_monitoringdashboard.database import Request, session_scope
from flask_monitoringdashboard.database.count import count_versions_endpoint
from flask_monitoringdashboard.database.count_group import get_value
from flask_monitoringdashboard.database.data_grouped import get_version_data_grouped
from flask_monitoringdashboard.database.endpoint import to_local_datetime
from flask_monitoringdashboard.database.versions import get_first_requests

TITLE = 'Per-Version Performance'

AXES_INFO = '''The X-axis presents the execution time in ms. The Y-axis presents the versions 
that are used.'''

CONTENT_INFO = '''This graph shows a horizontal boxplot for the versions that are used. With this
graph you can found out whether the performance changes across different versions.'''


@blueprint.route('/endpoint/<endpoint_id>/versions', methods=['GET', 'POST'])
@secure
def versions(endpoint_id):
    with session_scope() as db_session:
        details = get_endpoint_details(db_session, endpoint_id)
        form = get_slider_form(count_versions_endpoint(db_session, endpoint_id), title='Select the number of versions')

        graph = versions_graph(db_session, endpoint_id, form)
        return render_template('fmd_dashboard/graph-details.html', details=details, graph=graph,
                               title='{} for {}'.format(TITLE, details['endpoint']), form=form,
                               information=get_plot_info(AXES_INFO, CONTENT_INFO))


def format_version(version, first_used):
    """
    :param version: name of the version
    :param first_used: datetime object when the version was first used.
    :return: string that represents the version
    """
    if not first_used:
        return version
    return '{}<br>{}'.format(version, to_local_datetime(first_used).strftime('%Y-%m-%d %H:%M'))


def versions_graph(db_session, endpoint_id, form):
    times = get_version_data_grouped(db_session, lambda x: simplify(x, 10), Request.endpoint_id == endpoint_id)
    first_requests = get_first_requests(db_session, endpoint_id, form.get_slider_value())
    data = [boxplot(
                name=format_version(request.version_requested, get_value(first_requests, request.version_requested)),
                values=get_value(times, request.version_requested),
                marker={'color': get_color(request.version_requested)})
            for request in first_requests]

    layout = get_layout(
        height=350 + 40 * len(first_requests),
        xaxis={'title': 'Execution time (ms)'},
        yaxis={'type': 'category', 'title': 'Version', 'autorange': 'reversed'},
        margin=get_margin()
    )
    return get_figure(layout=layout, data=data)

The X-axis presents the execution time in ms. The Y-axis presents the versions  that are used. This graph shows a horizontal boxplot for the versions that are used. With this graph you can found out whether the performance changes across different versions. :param version: name of the version     :param first_used: datetime object when the version was first used.     :return: string that represents the version