mirror of
https://github.com/ARM-software/workload-automation.git
synced 2025-09-01 19:02:31 +01:00
Factor out the ipython implementation in ipynb_exporter
The internal ABI for ipython has changed between ipython version 2 and 3. In its current state, the result processor only works with IPython version 2, so fail if the user wants to use the result processor with the wrong version. Abstract the ipython interface to a file so that we can make it support versions 2 and 3 at the same time.
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@@ -18,20 +18,13 @@
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from datetime import datetime
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import os
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import shutil
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import subprocess
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import webbrowser
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from wlauto import File, Parameter, ResultProcessor
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from wlauto.exceptions import ConfigError, ResultProcessorError
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import wlauto.utils.ipython as ipython
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from wlauto.utils.misc import open_file
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try:
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import IPython.kernel as ipython_kernel
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import IPython.nbformat.current as ipython_nbformat
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except ImportError:
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ipython_kernel = None
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ipython_nbformat = None
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try:
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import jinja2
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except ImportError:
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@@ -105,9 +98,8 @@ class IPythonNotebookExporter(ResultProcessor):
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self.nbbasename = datetime.now().strftime(nbbasename_template)
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def validate(self):
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if not ipython_kernel:
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msg = '{} requires ipython package to be installed'.format(self.name)
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raise ResultProcessorError(msg)
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if ipython.import_error_str:
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raise ResultProcessorError(ipython.import_error_str)
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if not jinja2:
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msg = '{} requires python-jinja2 package to be installed'.format(self.name)
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@@ -129,7 +121,8 @@ class IPythonNotebookExporter(ResultProcessor):
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self.open_notebook()
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if self.convert_to_pdf:
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self.generate_pdf(context.run_output_directory)
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ipython.generate_pdf(self.nbbasename,
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context.run_output_directory)
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if self.show_pdf:
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self.open_pdf()
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@@ -139,101 +132,23 @@ class IPythonNotebookExporter(ResultProcessor):
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template = jinja2.Template(fin.read())
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notebook_in = template.render(result=result, context=context)
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notebook = ipython_nbformat.reads(notebook_in, 'json')
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notebook = ipython.read_notebook(notebook_in)
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self.run_notebook(notebook)
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ipython.run_notebook(notebook)
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self.notebook_file = os.path.join(context.run_output_directory,
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self.nbbasename)
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with open(self.notebook_file, 'w') as wfh:
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ipython_nbformat.write(notebook, wfh, 'json')
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ipython.write_notebook(notebook, wfh)
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if self.notebook_directory:
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shutil.copy(self.notebook_file,
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os.path.join(self.notebook_directory))
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def run_notebook(self, notebook):
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"""Run the notebook"""
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kernel_manager = ipython_kernel.KernelManager()
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kernel_manager.start_kernel(stderr=open(os.devnull, 'w'))
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kernel_client = kernel_manager.client()
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kernel_client.start_channels()
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for sheet in notebook.worksheets:
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for (prompt_number, cell) in enumerate(sheet.cells, 1):
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if cell.cell_type != "code":
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continue
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cell.outputs = self.run_cell(kernel_client, cell)
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cell.prompt_number = prompt_number
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if cell.outputs:
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cell.outputs[0]["prompt_number"] = prompt_number
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kernel_manager.shutdown_kernel()
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def run_cell(self, kernel_client, cell): # pylint: disable=R0201
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"""Run a cell of a notebook in an ipython kernel and return its output"""
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kernel_client.shell_channel.execute(cell.input)
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outs = []
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while True:
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msg = kernel_client.get_iopub_msg()
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msg_type = msg["msg_type"]
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content = msg["content"]
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out = ipython_nbformat.NotebookNode(output_type=msg_type)
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if msg_type == "status":
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if content["execution_state"] == "idle":
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break
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else:
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continue
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elif msg_type == "pyin":
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continue
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elif msg_type == "stream":
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out.stream = content["name"]
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out.text = content["data"]
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elif msg_type in ("display_data", "pyout"):
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for mime, data in content["data"].iteritems():
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if mime == "text/plain":
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attr = "text"
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else:
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attr = mime.split("/")[-1]
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setattr(out, attr, data)
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elif msg_type == "pyerr":
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out.ename = content["ename"]
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out.evalue = content["evalue"]
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out.traceback = content["traceback"]
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else:
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raise ValueError("Unknown msg_type {}".format(msg_type))
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outs.append(out)
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return outs
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def open_notebook(self):
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"""Open the notebook in a browser"""
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webbrowser.open(self.notebook_url.rstrip('/') + '/' + self.nbbasename)
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def generate_pdf(self, output_directory):
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"""Generate a PDF from the ipython notebook"""
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# ipython nbconvert generates the pdf and other temporary files in the
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# current directory. Move to the results directory to avoid polluting a
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# random directory
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prev_dir = os.getcwd()
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os.chdir(output_directory)
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ipython_nbconvert = ['ipython', 'nbconvert', '--to=latex', '--post=PDF',
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self.nbbasename]
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with open(os.devnull, 'w') as devnull:
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subprocess.check_call(ipython_nbconvert, stderr=devnull)
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os.chdir(prev_dir)
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def open_pdf(self):
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"""Open the PDF"""
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pdf_file = os.path.splitext(self.notebook_file)[0] + ".pdf"
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