How to use the httpstan.services.arguments.Method function in httpstan

To help you get started, we’ve selected a few httpstan examples, based on popular ways it is used in public projects.

Secure your code as it's written. Use Snyk Code to scan source code in minutes - no build needed - and fix issues immediately.

github stan-dev / pystan-next / stan / model.py View on Github external
payload.update(kwargs)
            payload["chain"] = chain
            payload["data"] = self.data
            payload["init"] = init.pop(0)
            if self.random_seed is not None:
                payload["random_seed"] = self.random_seed

            # fit needs to know num_samples, num_warmup, num_thin, save_warmup
            # progress bar needs to know some of these
            num_warmup = payload.get("num_warmup", arguments.lookup_default(arguments.Method["SAMPLE"], "num_warmup"))
            num_samples = payload.get(
                "num_samples", arguments.lookup_default(arguments.Method["SAMPLE"], "num_samples"),
            )
            num_thin = payload.get("num_thin", arguments.lookup_default(arguments.Method["SAMPLE"], "num_thin"))
            save_warmup = payload.get(
                "save_warmup", arguments.lookup_default(arguments.Method["SAMPLE"], "save_warmup"),
            )
            payloads.append(payload)

        def extract_protobuf_messages(fit_bytes):
            varint_decoder = google.protobuf.internal.decoder._DecodeVarint32
            next_pos, pos = 0, 0
            while pos < len(fit_bytes):
                msg = callbacks_writer_pb2.WriterMessage()
                next_pos, pos = varint_decoder(fit_bytes, pos)
                msg.ParseFromString(fit_bytes[pos : pos + next_pos])
                yield msg
                pos += next_pos

        async def go():
            progress_bar = ProgressBar(ConsoleIO())
            progress_bar.set_format("very_verbose")