# -*- coding: utf-8 -*-
"""Agent - Agent object.

Manage wandb agent.

"""

from __future__ import print_function

import sys
import click

import time

import os
from wandb import Settings
from wandb.apis import internal_runqueue
import subprocess
import json


class Agent(object):
    def __init__(self, spec):
        self._spec = spec
        # glob_config = os.path.expanduser('~/.config/wandb/settings')
        # loc_config = 'wandb/settings'
        # files = (glob_config, loc_config)
        settings = Settings()
        self._api = internal_runqueue.Api()
        self._settings = settings

    def check_queue(self):
        entity, project = self._spec.split("/")
        # ups = self._api.pop_from_run_queue(entity="jeff", project="super-agent")
        # print("ent", entity, project)
        try:
            ups = self._api.pop_from_run_queue(entity=entity, project=project)
        except Exception as e:
            print("nothing to run.")
            return None
        return ups

    def run_job(self, job):
        print("agent: got job", job)
        # j = json.loads(job)
        j = job
        cl = j.get("runSpec", {}).get("input", {}).get("config", {})
        c = cl[0]
        # print("got config", c)
        outjson = json.dumps(c)

        with open("config.json", "w") as f:
            print(outjson, file=f)

        command = ["python", "train.py"]
        env = os.environ

        kwargs = dict()
        popen = subprocess.Popen(command, env=env, **kwargs)
        popen.wait()

    def loop(self):
        while True:
            job = self.check_queue()
            if not job:
                time.sleep(20)
                continue
            self.run_job(job)
            time.sleep(5)


def run_agent(spec):
    if not spec or len(spec) != 1 or len(spec[0].split("/")) != 2:
        click.echo("ERROR: Specify agent spec in the form: 'entity/project'")
        sys.exit(1)
    spec = spec[0]
    print("Super agent spec: %s" % spec)

    agent = Agent(spec)

    agent.loop()

18de0c55851128def06f5fbbd45c6841ad4f14f7
<mask token>


class Agent(object):
    <mask token>

    def check_queue(self):
        entity, project = self._spec.split('/')
        try:
            ups = self._api.pop_from_run_queue(entity=entity, project=project)
        except Exception as e:
            print('nothing to run.')
            return None
        return ups
    <mask token>
    <mask token>


<mask token>

<mask token>


class Agent(object):

    def __init__(self, spec):
        self._spec = spec
        settings = Settings()
        self._api = internal_runqueue.Api()
        self._settings = settings

    def check_queue(self):
        entity, project = self._spec.split('/')
        try:
            ups = self._api.pop_from_run_queue(entity=entity, project=project)
        except Exception as e:
            print('nothing to run.')
            return None
        return ups

    def run_job(self, job):
        print('agent: got job', job)
        j = job
        cl = j.get('runSpec', {}).get('input', {}).get('config', {})
        c = cl[0]
        outjson = json.dumps(c)
        with open('config.json', 'w') as f:
            print(outjson, file=f)
        command = ['python', 'train.py']
        env = os.environ
        kwargs = dict()
        popen = subprocess.Popen(command, env=env, **kwargs)
        popen.wait()

    def loop(self):
        while True:
            job = self.check_queue()
            if not job:
                time.sleep(20)
                continue
            self.run_job(job)
            time.sleep(5)


<mask token>

<mask token>


class Agent(object):

    def __init__(self, spec):
        self._spec = spec
        settings = Settings()
        self._api = internal_runqueue.Api()
        self._settings = settings

    def check_queue(self):
        entity, project = self._spec.split('/')
        try:
            ups = self._api.pop_from_run_queue(entity=entity, project=project)
        except Exception as e:
            print('nothing to run.')
            return None
        return ups

    def run_job(self, job):
        print('agent: got job', job)
        j = job
        cl = j.get('runSpec', {}).get('input', {}).get('config', {})
        c = cl[0]
        outjson = json.dumps(c)
        with open('config.json', 'w') as f:
            print(outjson, file=f)
        command = ['python', 'train.py']
        env = os.environ
        kwargs = dict()
        popen = subprocess.Popen(command, env=env, **kwargs)
        popen.wait()

    def loop(self):
        while True:
            job = self.check_queue()
            if not job:
                time.sleep(20)
                continue
            self.run_job(job)
            time.sleep(5)


def run_agent(spec):
    if not spec or len(spec) != 1 or len(spec[0].split('/')) != 2:
        click.echo("ERROR: Specify agent spec in the form: 'entity/project'")
        sys.exit(1)
    spec = spec[0]
    print('Super agent spec: %s' % spec)
    agent = Agent(spec)
    agent.loop()

<mask token>
from __future__ import print_function
import sys
import click
import time
import os
from wandb import Settings
from wandb.apis import internal_runqueue
import subprocess
import json


class Agent(object):

    def __init__(self, spec):
        self._spec = spec
        settings = Settings()
        self._api = internal_runqueue.Api()
        self._settings = settings

    def check_queue(self):
        entity, project = self._spec.split('/')
        try:
            ups = self._api.pop_from_run_queue(entity=entity, project=project)
        except Exception as e:
            print('nothing to run.')
            return None
        return ups

    def run_job(self, job):
        print('agent: got job', job)
        j = job
        cl = j.get('runSpec', {}).get('input', {}).get('config', {})
        c = cl[0]
        outjson = json.dumps(c)
        with open('config.json', 'w') as f:
            print(outjson, file=f)
        command = ['python', 'train.py']
        env = os.environ
        kwargs = dict()
        popen = subprocess.Popen(command, env=env, **kwargs)
        popen.wait()

    def loop(self):
        while True:
            job = self.check_queue()
            if not job:
                time.sleep(20)
                continue
            self.run_job(job)
            time.sleep(5)


def run_agent(spec):
    if not spec or len(spec) != 1 or len(spec[0].split('/')) != 2:
        click.echo("ERROR: Specify agent spec in the form: 'entity/project'")
        sys.exit(1)
    spec = spec[0]
    print('Super agent spec: %s' % spec)
    agent = Agent(spec)
    agent.loop()

# -*- coding: utf-8 -*-
"""Agent - Agent object.

Manage wandb agent.

"""

from __future__ import print_function

import sys
import click

import time

import os
from wandb import Settings
from wandb.apis import internal_runqueue
import subprocess
import json


class Agent(object):
    def __init__(self, spec):
        self._spec = spec
        # glob_config = os.path.expanduser('~/.config/wandb/settings')
        # loc_config = 'wandb/settings'
        # files = (glob_config, loc_config)
        settings = Settings()
        self._api = internal_runqueue.Api()
        self._settings = settings

    def check_queue(self):
        entity, project = self._spec.split("/")
        # ups = self._api.pop_from_run_queue(entity="jeff", project="super-agent")
        # print("ent", entity, project)
        try:
            ups = self._api.pop_from_run_queue(entity=entity, project=project)
        except Exception as e:
            print("nothing to run.")
            return None
        return ups

    def run_job(self, job):
        print("agent: got job", job)
        # j = json.loads(job)
        j = job
        cl = j.get("runSpec", {}).get("input", {}).get("config", {})
        c = cl[0]
        # print("got config", c)
        outjson = json.dumps(c)

        with open("config.json", "w") as f:
            print(outjson, file=f)

        command = ["python", "train.py"]
        env = os.environ

        kwargs = dict()
        popen = subprocess.Popen(command, env=env, **kwargs)
        popen.wait()

    def loop(self):
        while True:
            job = self.check_queue()
            if not job:
                time.sleep(20)
                continue
            self.run_job(job)
            time.sleep(5)


def run_agent(spec):
    if not spec or len(spec) != 1 or len(spec[0].split("/")) != 2:
        click.echo("ERROR: Specify agent spec in the form: 'entity/project'")
        sys.exit(1)
    spec = spec[0]
    print("Super agent spec: %s" % spec)

    agent = Agent(spec)

    agent.loop()
