Source code for joule.models.pipes.output_pipe

import asyncio
import numpy as np
import logging

from joule.models.pipes import Pipe, interval_token
from joule.models.pipes.errors import PipeError

log = logging.getLogger('joule')

[docs]class OutputPipe(Pipe): def __init__(self, name=None, stream=None, layout=None, close_cb=None, writer: asyncio.StreamWriter=None, writer_factory=None): super().__init__(name=name, stream=stream, layout=layout, direction=Pipe.DIRECTION.OUTPUT) self.writer_factory = writer_factory self.writer: asyncio.StreamWriter = writer self.close_cb = close_cb # caching self._caching = False self._cache_index = 0 self._cache = None
[docs] async def write(self, data): if self.closed: raise PipeError("Cannot write to a closed pipe") if not self._validate_data(data): return # make sure dtype is structured sdata = self._apply_dtype(data) if self._caching: for row in sdata: self._cache[self._cache_index] = row self._cache_index += 1 if self._cache_index >= len(self._cache): await self.flush_cache() else: await self._write(sdata)
[docs] def enable_cache(self, lines: int): self._caching = True self._cache = np.empty(lines, self.dtype) self._cache_index = 0
[docs] async def flush_cache(self): if self.closed: raise PipeError("Pipe is closed") if self._cache_index > 0: await self._write(self._cache[:self._cache_index]) self._cache_index = 0 self._cache = np.empty(len(self._cache), self.dtype)
async def _write(self, sdata): if self.writer is None: self.writer = await self.writer_factory() # send data to subscribers for pipe in self.subscribers: await pipe.write(sdata) # send data out self.writer.write(sdata.tostring()) await self.writer.drain()
[docs] async def close_interval(self): if self.closed: raise PipeError("Pipe is closed") if self._caching: await self.flush_cache() self.writer.write(interval_token(self.layout).tostring()) await self.writer.drain()
[docs] def close_interval_nowait(self): if self.closed: raise PipeError("Pipe is closed") if self._cache_index > 0: log.warning("dumping %d rows of cached data due on %s" % (self._cache_index, self._cache = np.empty(len(self._cache), self.dtype) self._cache_index = 0 self.writer.write(interval_token(self.layout).tostring())
[docs] async def close(self): if self.closed: return # if the cache is enabled, flush it if self._caching: await self.flush_cache() if self.close_cb is not None: await self.close_cb() if self.writer is not None: self.writer.close() # TODO: available in python3.7 # await self.writer.wait_closed() # Hack to close the transport await asyncio.sleep(0.01) self.writer = None # close any subscribers for pipe in self.subscribers: await pipe.close() self.closed = True