def test_list(self):
io = DataIOHDFS()
hdfs_path = '/user/test'
tempdir = tempfile.mkdtemp()
handle1, fullpath1 = tempfile.mkstemp(dir=tempdir)
handle2, fullpath2 = tempfile.mkstemp(dir=tempdir)
io.copy_to_local(fullpath1, hdfs_path)
io.copy_to_local(fullpath2, hdfs_path)
for i in io.list(hdfs_path):
self.assertTrue(i[6] == fullpath2 or i[6] == fullpath1)
def test_list(self):
io = DataIOHDFS()
hdfs_path = '/user/test'
tempdir = tempfile.mkdtemp()
handle1, fullpath1 = tempfile.mkstemp(dir=tempdir)
handle2, fullpath2 = tempfile.mkstemp(dir=tempdir)
io.copy_to_local(fullpath1, hdfs_path)
io.copy_to_local(fullpath2, hdfs_path)
for i in io.list(hdfs_path):
self.assertTrue(i[6] == fullpath2 or i[6] == fullpath1)
def test_copy_to_local(self):
io = DataIOHDFS()
# Create a file on HDFS
tempdir = tempfile.mkdtemp()
handle, fullpath = tempfile.mkstemp(dir=tempdir)
hdfs_path = '/user/test'
io.copy_from_local(fullpath, hdfs_path)
# Copy back to the filesystem
tempdir = tempfile.mkdtemp()
handle, fullpath = tempfile.mkstemp(dir=tempdir)
io.copy_to_local(fullpath, hdfs_path)
self.assertTrue(os.path.exists(fullpath))
def test_copy_from_local(self):
io = DataIOHDFS()
# Create a file on HDFS
tempdir = tempfile.mkdtemp()
handle, fullpath = tempfile.mkstemp(dir=tempdir)
hdfs_path = '/user/test'
io.copy_from_local(fullpath, hdfs_path)
filename = os.path.basename(fullpath)
# Check the hdfs path
exists_in_hdfs = False
for item in io.list(hdfs_path):
if str(item) == filename:
exists_in_hdfs = True
self.assertTrue(exists_in_hdfs)
def test_copy_from_local(self):
io = DataIOHDFS()
# Create a file on HDFS
tempdir = tempfile.mkdtemp()
handle, fullpath = tempfile.mkstemp(dir=tempdir)
hdfs_path = '/user/test'
io.copy_from_local(fullpath, hdfs_path)
filename = os.path.basename(fullpath)
# Check the hdfs path
exists_in_hdfs = False
for item in io.list(hdfs_path):
if str(item) == filename:
exists_in_hdfs = True
self.assertTrue(exists_in_hdfs)
def test_copy_to_local(self):
io = DataIOHDFS()
# Create a file on HDFS
tempdir = tempfile.mkdtemp()
handle, fullpath = tempfile.mkstemp(dir=tempdir)
hdfs_path = '/user/test'
io.copy_from_local(fullpath, hdfs_path)
# Copy back to the filesystem
tempdir = tempfile.mkdtemp()
handle, fullpath = tempfile.mkstemp(dir=tempdir)
io.copy_to_local(fullpath, hdfs_path)
self.assertTrue(os.path.exists(fullpath))
def ingest():
"""
Handles form data ingestion.
"""
# redirect to home with a message
# return render_template('about.html')
label = request.form['phraseInput']
text = request.form['labelInput']
# model = request.form['modelInput']
with open(HDFS_BUFFER_FILE, 'a') as f:
# TODO - use control char as separator
f.write(str(label) + ':' + str(text) + '\n')
# Flush the file to HDFS_STAGE if it exceeds MAX_BUFFER_SIZE
# TODO - This should be done in a separate thread there'll
# TODO - also need to be locking on the file
if (os.stat(HDFS_BUFFER_FILE).st_size >= MAX_BUFFER_SIZE):
DataIOHDFS().copy_from_local(HDFS_BUFFER_FILE, HDFS_STAGE)
os.remove(HDFS_BUFFER_FILE)
return redirect(url_for('home'))