source: main/waeup.uniben/trunk/src/waeup/uniben/scripts.py @ 13195

"""The export() function herein is called by the kofaexport script.

To make this work, you have to pip install psutil in your local virtualenv.
"""
import gc
import grok
import os
import tempfile
import time
from ZODB import DB, DemoStorage, FileStorage
from ZODB.blob import BlobStorage
from zope.component import getUtility
from waeup.kofa.interfaces import ICSVExporter


#: Remember what packages were grokked already.
grokked = dict()


#: Packages that have to be 'grokked' in order to register exporters
#: and everything else.
#: The order of these packages is usually relevant.
TO_BE_GROKKED = ("waeup.kofa", "kofacustom.nigeria", "waeup.uniben")

#: The data root from where we can look out for Data.fs, etc.
#: We usually expect a `var/` directory in this root.
INSTANCE_HOME = os.path.dirname(os.path.dirname(os.path.dirname(
    os.path.dirname(__file__))))


def grok_bases():
    """Grok packages not already grokked.
    """
    for pkg_name in TO_BE_GROKKED:
        if grokked.get(pkg_name, False):
            continue
        print("Grokking %s..." % pkg_name)
        grokked[pkg_name] = True
        grok.testing.grok(pkg_name)
        print("Done.")


def init_dbs():
    """Setup databases.

    We return a sequence of `closables`. The closables can be passed
    to close_dbs() if you're done.

    The first of the elements returned is the main database. open()
    it for a new connection to the ZODB.
    """
    # https://github.com/zopefoundation/ZODB/\
    #         blob/master/src/ZODB/cross-database-references.txt
    databases = {}
    root_dir = INSTANCE_HOME
    db_dir = os.path.join(root_dir, 'var', 'filestorage')
    blob_dir = os.path.join(root_dir, 'var', 'blobstorage')
    db_path = os.path.join(db_dir, 'Data.fs')
    async_db_path = os.path.join(db_dir, 'Data.async.fs')
    async_storage = FileStorage.FileStorage(async_db_path, read_only=True)
    db1 = DB(async_storage, database_name="async", databases=databases)
    base_storage = FileStorage.FileStorage(db_path, read_only=True)
    blob_storage = BlobStorage(blob_dir, base_storage)
    db2 = DB(blob_storage, databases=databases)
    db2.open()
    grok_bases()
    return (db2, db1, base_storage, blob_storage, async_storage)


def close_dbs(closables):
    """Close all elements in `closables`.
    """
    for elem in closables:
        print("Closing %s..." % elem)
        elem.close()
        print("Done.")


def get_university(conn):
    return conn.root()["Application"]["uniben"]


def export():
    """Main function.
    """
    closables = init_dbs()
    conn = closables[0].open()
    uni = get_university(conn)
    studs = uni['students']

    parts = partition(studs)
    print(parts)

    #parts = [(0, 0, 100), ]
    #parts = [(0, 0, 4999), (1, 5000, 9999), (2, 10000, 14999)]
    #parts = [(0, 0, 14999), ]
    #parts = [(0, 0, 160000), ]

    workdir = tempfile.mkdtemp()

    t1 = time.time()
    conn.close()  # every loop will reopen the connection
    for p_num, start, end in parts:
        conn = closables[0].open()
        uni = get_university(conn)
        studs = uni['students']
        curr_path = os.path.join(workdir, "myexport%s.csv" % p_num)
        export_part(studs, p_num, start, end, curr_path)
        conn.close()
    print("Result in %s" % workdir)
    t2 = time.time()
    print("Elapsed: %s secs" % (t2 - t1))


def export_part(container, part_num, start, end, path):
    import psutil  # late import. Don't want to make it waeup.uniben req.
    PROC = psutil.Process(os.getpid())
    gc.collect()
    mem1 = PROC.get_memory_info().rss
    print("  Export %s-%s to %s (mem: %s)" % (start, end, path, mem1))
    tp1 = time.time()
    exporter = getUtility(ICSVExporter, name="students")
    exporter.export(get_all_students(container, start, end), path)
    tp2 = time.time()
    mem2 = PROC.get_memory_info().rss
    print("  Done (%s secs, mem: %s)" % (tp2 - tp1, mem2))


def get_all_students(container, cnt_from=0, cnt_to=0):
    cnt = 0
    for key in container:
        if cnt < cnt_from:
            cnt += 1
            continue
        if cnt_to and (cnt > cnt_to):
            break
        cnt += 1
        elem = container.get(key)
        yield elem
        del elem


def partition(container, part_size=10000):
    """Partition `container` into chunks.

    Get a list of triples (<num>, <index_start>, <index_end>) which
    represent chunks of elements from `container`.

    The `container` object must support `len()`.

    Split length of `container` and tell what partitions we get, if each
    partition is size `part_size` or less.

    For instance a container of size 250 and `part_size` 100 would give:

      [(0,   0,  99),
       (1, 100, 199),
       (2, 200, 249),
       ]

    """
    num = len(container)
    print("Container elements: %s" % num)
    return [
        (idx, start, min(start + part_size - 1, num - 1))
        for idx, start in enumerate(range(0, num, part_size))]