Example #1
0
def run_hdp():
    """
    This method performs HDP.
    :return:
    """
    all_projects = get_all_projects()  # Get a dictionary of all projects and their respective files.
    result = {}  # Store results here

    for _, v in all_projects.iteritems():
        # Create a template for results.
        for kk in v.keys():
            result.update({kk: {
                'pd': [],
                'pf': []
            }})

    for key_t, value_t in all_projects.iteritems():  # <key/value>_s denotes source
        for key_s, value_s in all_projects.iteritems():  # <key/value>_s denotes target
            if not key_s == key_t:  # Ignore cases where source=target
                print("Source: {}, Target: {}".format(key_s, key_t))
                hdp_runner = HDP(value_s, value_t)
                PD, PF = 0, 0
                oldname = newname = None
                for name, pd, pf in hdp_runner.process():
                    result[name]['pd'].append(pd)
                    result[name]['pf'].append(pf)

    return result
Example #2
0
def run_hdp():
    """
    This method performs HDP.
    :return:
    """
    all_projects = get_all_projects(
    )  # Get a dictionary of all projects and their respective files.
    result = {}  # Store results here

    for _, v in all_projects.iteritems():
        # Create a template for results.
        for kk in v.keys():
            result.update({kk: {'pd': [], 'pf': []}})

    for key_t, value_t in all_projects.iteritems(
    ):  # <key/value>_s denotes source
        for key_s, value_s in all_projects.iteritems(
        ):  # <key/value>_s denotes target
            if not key_s == key_t:  # Ignore cases where source=target
                print("Source: {}, Target: {}".format(key_s, key_t))
                hdp_runner = HDP(value_s, value_t)
                PD, PF = 0, 0
                oldname = newname = None
                for name, pd, pf in hdp_runner.process():
                    result[name]['pd'].append(pd)
                    result[name]['pf'].append(pf)

    return result
Example #3
0
def execute():
    """
    This method performs HDP.
    :return:
    """
    all_projects = get_all_projects()  # Get a dictionary of all projects and their respective pathnames.
    result = {}  # Store results here

    for target in all_projects.keys():
        for source in all_projects.keys():
            if source == target:  # This ensures transfer happens within community
                print("Target Community: {} | Source Community: {}".format(target, source))
                seer0(all_projects[source], all_projects[target])
Example #4
0
def execute():
    """
    This method performs HDP.
    :return:
    """
    all_projects = get_all_projects()  # Get a dictionary of all projects and their respective pathnames.
    project_pairs = []
    result = {}  # Store results here

    for target in all_projects.keys():
        for source in all_projects.keys():
            if not source == target:
                print("Target Community: {} | Source Community: {}".format(target, source))
                seer(all_projects[source], all_projects[target])
Example #5
0
def get_source_target():
    """
    This method performs HDP.
    :return:
    """
    all_projects = get_all_projects()  # Get a dictionary of all projects and their respective pathnames.
    project_pairs = []
    count = 0  # I use this for referencing saved pickle files
    for target in all_projects.keys():
        for source in all_projects.keys():
            if not source == target:
                count += 1
                project_pairs.append((all_projects[source], all_projects[target], count))

    return project_pairs
Example #6
0
def execute():
    """
    This method performs HDP.
    :return:
    """
    all_projects = get_all_projects(
    )  # Get a dictionary of all projects and their respective pathnames.
    result = {}  # Store results here

    for target in all_projects.keys():
        for source in all_projects.keys():
            if source == target:  # This ensures transfer happens within community
                print("Target Community: {} | Source Community: {}".format(
                    target, source))
                seer0(all_projects[source], all_projects[target])
Example #7
0
def get_source_target():
    """
    This method performs HDP.
    :return:
    """
    all_projects = get_all_projects()  # Get a dictionary of all projects and their respective pathnames.
    project_pairs = []
    count = 0  # I use this for referencing saved pickle files

    for target in all_projects.keys():
        for source in all_projects.keys():
            if source == target:
                count += 1
                project_pairs.append((all_projects[source], all_projects[target], count))

    return project_pairs
Example #8
0
def execute():
    """
    This method performs HDP.
    :return:
    """
    all_projects = get_all_projects(
    )  # Get a dictionary of all projects and their respective pathnames.
    project_pairs = []
    result = {}  # Store results here

    for target in all_projects.keys():
        for source in all_projects.keys():
            if source == target:
                print("Target Community: {} | Source Community: {}".format(
                    target, source))
                tca_plus(all_projects[source], all_projects[target])
Example #9
0
def tnb_jur():
    from data.handler import get_all_projects
    all = get_all_projects()
    apache = all["Apache"]
    return tnb(apache, apache, n_rep=1)
Example #10
0
def seer_jur():
    from data.handler import get_all_projects
    all = get_all_projects()
    apache = all["Apache"]
    return seer(apache, apache, n_rep=10, n_redo=5)
Example #11
0
def seer_jur():
    from data.handler import get_all_projects
    all = get_all_projects()
    apache = all["Apache"]
    return seer(apache, apache, n_rep=10, n_redo=5)
Example #12
0
def tnb_jur():
    from data.handler import get_all_projects
    all = get_all_projects()
    apache = all["Apache"]
    return vcb(apache, apache, n_rep=1)
Example #13
0
def tnb_jur():
    from data.handler import get_all_projects
    all = get_all_projects()
    # set_trace()
    apache = all["Apache"]
    return bellw(apache, apache, n_rep=10)