From 62c28d740ce222dfbdda40eabce1588c5ee9c45c Mon Sep 17 00:00:00 2001 From: Amey Agrawal Date: Wed, 10 Oct 2018 13:03:18 +0530 Subject: [PATCH 01/10] added qubole.py --- .gitignore | 2 + dev-requirements.txt | 2 +- examples/qubole/readme.md | 34 +++ mlflow/projects/__init__.py | 13 +- mlflow/projects/qubole.py | 298 +++++++++++++++++++++ mlflow/server/js/src/components/RunView.js | 9 + mlflow/utils/mlflow_tags.py | 2 + setup.py | 1 + 8 files changed, 358 insertions(+), 3 deletions(-) create mode 100644 examples/qubole/readme.md create mode 100644 mlflow/projects/qubole.py diff --git a/.gitignore b/.gitignore index 70ff284a5103c..201ef25b18762 100644 --- a/.gitignore +++ b/.gitignore @@ -95,3 +95,5 @@ example/tutorial/R/*.nb.html # travis_wait command logs travis_wait*.log + +.history \ No newline at end of file diff --git a/dev-requirements.txt b/dev-requirements.txt index 2041345c125a2..6282e53ede643 100644 --- a/dev-requirements.txt +++ b/dev-requirements.txt @@ -7,4 +7,4 @@ codecov coverage pypi-publisher scikit-learn -scipy +scipy \ No newline at end of file diff --git a/examples/qubole/readme.md b/examples/qubole/readme.md new file mode 100644 index 0000000000000..339cd518d5d61 --- /dev/null +++ b/examples/qubole/readme.md @@ -0,0 +1,34 @@ +# Running MLFlow in Qubole Mode + +When run in `"qubole"` mode, a `ShellCommand` is launched on QDS from the MLFlow project. A `cluster-spec.json` must be passed as follows, + +```json +{ + "aws": { + "s3_experiment_bucket": "dev.canopydata.com", + "s3_experiment_base_path": "ameya/mlfow-test" + }, + "qubole": { + "api_token": "xyz" , + "api_url": "https://api.qubole.com/api/", + "version": "v1.2", + "poll_interval": 5, + "skip_ssl_cert_check": false, + "cloud_name": "AWS" + }, + "cluster": { + "label": "mlflow-test" + }, + "command": { + "name": "mlflow-test", + "tags": ["mlflow"], + "notify": false + } +} +``` + +A toy example can be launch using the following command, + +```sh +mlflow run git@github.com:mlflow/mlflow-example.git -P alpha=0.5 -m qubole --cluster-spec example/qubole_run_remote/cluster_spec.json +``` \ No newline at end of file diff --git a/mlflow/projects/__init__.py b/mlflow/projects/__init__.py index d6c7c2b04610b..35cf74f44022c 100644 --- a/mlflow/projects/__init__.py +++ b/mlflow/projects/__init__.py @@ -41,6 +41,9 @@ def _run(uri, entry_point="main", version=None, parameters=None, experiment_id=N """ if mode == "databricks": mlflow.projects.databricks.before_run_validations(mlflow.get_tracking_uri(), cluster_spec) + elif mode == "qubole": + mlflow.projects.qubole.before_run_validations(mlflow.get_tracking_uri(), cluster_spec) + exp_id = experiment_id or _get_experiment_id() parameters = parameters or {} @@ -70,6 +73,12 @@ def _run(uri, entry_point="main", version=None, parameters=None, experiment_id=N remote_run=active_run, uri=uri, entry_point=entry_point, work_dir=work_dir, parameters=parameters, experiment_id=exp_id, cluster_spec=cluster_spec) + elif mode == "qubole": + from mlflow.projects.qubole import run_qubole + return run_qubole( + remote_run=active_run, + uri=uri, entry_point=entry_point, work_dir=work_dir, parameters=parameters, + experiment_id=exp_id, cluster_spec=cluster_spec) elif mode == "local" or mode is None: # Synchronously create a conda environment (even though this may take some time) to avoid # failures due to multiple concurrent attempts to create the same conda env. @@ -112,8 +121,8 @@ def run(uri, entry_point="main", version=None, parameters=None, experiment_id=No environment variable ``$SHELL``) to run ``.sh`` files. :param version: For Git-based projects, either a commit hash or a branch name. :param experiment_id: ID of experiment under which to launch the run. - :param mode: Execution mode of the run: "local" or "databricks". - :param cluster_spec: When ``mode`` is "databricks", path to a JSON file containing a + :param mode: Execution mode of the run: "local", "databricks" or "qubole". + :param cluster_spec: When ``mode`` is "databricks" or "qubole", path to a JSON file containing a `Databricks cluster specification `_ to use when launching a run. diff --git a/mlflow/projects/qubole.py b/mlflow/projects/qubole.py new file mode 100644 index 0000000000000..469386115150b --- /dev/null +++ b/mlflow/projects/qubole.py @@ -0,0 +1,298 @@ +import boto3 +import botocore +import hashlib +import json +import os +import shutil +import tempfile +import textwrap +import time + +from six.moves import shlex_quote + +from mlflow.entities import RunStatus +from mlflow.projects.submitted_run import SubmittedRun +from mlflow.utils import rest_utils, file_utils +from mlflow.exceptions import ExecutionException +from mlflow.utils.logging_utils import eprint +from mlflow import tracking +from mlflow.utils.mlflow_tags import MLFLOW_QUBOLE_COMMAND_URL, MLFLOW_QUBOLE_COMMAND_ID +from mlflow.version import VERSION + +from qds_sdk.commands import ShellCommand +from qds_sdk.qubole import Qubole + +QUBOLE_TARFILE_ARCHIVE_NAME = "mlflow-project" +QUBOLE_CONDA_HOME = "/usr/lib/a-4.2.0-py-3.5.3/" + + +class S3Utils(object): + def __init__(self, conf): + self.bucket = conf["s3_experiment_bucket"] + self.base_path = conf["s3_experiment_base_path"] + + def _get_bucket(self): + return boto3.session.Session()\ + .resource('s3').Bucket(self.bucket) + + def _path_exists(self, path): + """ + Returns True if the passed-in path exists in s3. + """ + try: + self._get_bucket().load(path) + except botocore.exceptions.ClientError as e: + if e.response['Error']['Code'] == "404": + return True # The object does not exist. + else: + raise e # Something else has gone wrong. + else: + return False # The object exists. + + def _upload(self, src_path, path): + """ + Uploads the file at `src_path` to the specified S3 path. + """ + eprint("=== Uploading to S3 path %s ===" % path) + self._get_bucket().upload_file(src_path, path) + + def upload_project(self, project_dir, experiment_id): + """ + Tars a project directory into an archive in a temp dir and uploads it to S3, returning + the URI of the tarball in S3 (e.g. s3:/path/to/tar). + :param project_dir: Path to a directory containing an MLflow project to upload to S3 (e.g. + a directory containing an MLproject file). + """ + temp_tarfile_dir = tempfile.mkdtemp() + temp_tar_filename = file_utils.build_path(temp_tarfile_dir, "project.tar.gz") + try: + file_utils.make_tarfile(temp_tar_filename, project_dir, QUBOLE_TARFILE_ARCHIVE_NAME) + with open(temp_tar_filename, "rb") as tarred_project: + tarfile_hash = hashlib.sha256(tarred_project.read()).hexdigest() + # TODO: Get subdirectory for experiment from the tracking server + s3_path = os.path.join(self.base_path, str(experiment_id), + "projects-code", "%s.tar.gz" % tarfile_hash) + if not self._path_exists(s3_path): + self._upload(temp_tar_filename, s3_path) + eprint("=== Finished uploading project to %s ===" % s3_path) + else: + eprint("=== Project already exists in S3 ===") + finally: + shutil.rmtree(temp_tarfile_dir) + + full_path = "s3://{}/{}".format(self.bucket, s3_path) + + return full_path + + def upload_script(self, script, experiment_id): + """ + Stores the scrip in a temp file and uploads it to S3, returning + the URI of the script in S3 (e.g. s3:/path/to/tar). + :param script: String containing the commands to be run on QDS. + """ + temp_dir = tempfile.mkdtemp() + temp_filename = file_utils.build_path(temp_dir, "script.sh") + try: + file_utils.write_to(temp_filename, script) + with open(temp_filename, "r") as f: + script_hash = hashlib.sha256(f.read().encode('utf-8')).hexdigest() + # TODO: Get subdirectory for experiment from the tracking server + s3_path = os.path.join(self.base_path, str(experiment_id), + "script", "%s.sh" % script_hash) + if not self._path_exists(s3_path): + self._upload(temp_filename, s3_path) + eprint("=== Finished script to %s ===" % s3_path) + else: + eprint("=== Script already exists in S3 ===") + finally: + shutil.rmtree(temp_dir) + + full_path = "s3://{}/{}".format(self.bucket, s3_path) + + return full_path + + +def before_run_validations(tracking_uri, cluster_spec): + """Validations to perform before running a project on Qubole.""" + if cluster_spec is None: + raise ExecutionException("Cluster spec must be provided when launching MLflow project " + "runs on Qubole.") + if tracking.utils._is_local_uri(tracking_uri): + raise ExecutionException( + "When running on Qubole, the MLflow tracking URI must be " + "a remote HTTP URI accessible to both the " + "current client and code running on Qubole. Got local tracking URI %s. " + "Please specify a valid tracking URI via mlflow.set_tracking_uri or by setting the " + "MLFLOW_TRACKING_URI environment variable." % tracking_uri) + +def _get_qubole_run_script(project_s3_path, run_id, entry_point, parameters, env_vars): + """ + Generates MLflow CLI command to run on Qubole cluster + """ + project_dir = QUBOLE_TARFILE_ARCHIVE_NAME + + script_template = \ + """ + set -x + # Activate mlflow environment + source /usr/lib/envs/mlflow/bin/activate /usr/lib/envs/mlflow/ + # Export environment variables + {} + # Untar project + tar -xf {} + # Configure boto creds + source /usr/lib/hustler/bin/qubole-bash-lib.sh + export AWS_ACCESS_KEY_ID=`nodeinfo s3_access_key_id` + export AWS_SECRET_ACCESS_KEY=`nodeinfo s3_secret_access_key` + export HOME=/home/yarn + # Run mlflow + mlflow run {} \ + --entry-point {} \ + {} {} + """ + + env_var_export = " && ".join(["export {}={}".format(k, v) for + (k, v) in env_vars.items()]) + + project_tar = project_s3_path.rstrip("/").split("/")[-1] + + run_id_param = "--run-id {}".format(run_id) if run_id else "" + + program_params = "" + if parameters: + program_params = " ".join(["-P {}={}".format(k, v) for + (k, v) in parameters.items()]) + + mlflow_run_cmd = script_template.format(env_var_export, project_tar, + project_dir, entry_point, + run_id_param, program_params) + + return mlflow_run_cmd + + +def _run_shell_command_job(project_s3_path, script_s3_path, cluster_spec): + """ + Runs the specified shell command on a Qubole cluster. + :param project_s3_path: S3 path of archive + :param script_s3_path: S3 path of shell command to run + :param cluster_spec: Dictionary describing the cluster, expected to contain the fields for a + :return: ShellCommand Object. + """ + + args_template = """ + --script_location {} \\ + --files {} \\ + --cluster-label {} \\ + {} \\ + --tags {} \\ + --name {} \\ + """ + notify = "--notify" if cluster_spec["command"]["notify"] else "" + args = args_template.format(script_s3_path, project_s3_path, + cluster_spec["cluster"]["label"], + notify, ",".join(cluster_spec["command"]["tags"]), + cluster_spec["command"]["name"]) + + eprint("=== Launching MLflow run as Qubole job ===") + + Qubole.configure(**cluster_spec["qubole"]) + args = ShellCommand.parse(shlex.split(args)) + command = ShellCommand.run(**args) + + return command + + +def run_qubole(remote_run, uri, entry_point, work_dir, parameters, experiment_id, cluster_spec): + """ + Runs the project at the specified URI on Qubole, returning a `SubmittedRun` that can be + used to query the run's status or wait for the resulting Qubole command to terminate. + """ + tracking_uri = tracking.get_tracking_uri() + + with open(cluster_spec, 'r') as handle: + try: + cluster_spec = json.load(handle) + except ValueError: + eprint("Error when attempting to load and parse JSON cluster spec from file " + "%s. " % cluster_spec) + raise + + project_s3_path = S3Utils(cluster_spec["aws"]).upload_project(work_dir, experiment_id) + + env_vars = { + tracking._TRACKING_URI_ENV_VAR: tracking_uri, + tracking._EXPERIMENT_ID_ENV_VAR: experiment_id, + "MLFLOW_CONDA_HOME": QUBOLE_CONDA_HOME + } + + run_id = remote_run.run_info.run_uuid + eprint("=== Running entry point %s of project %s on Qubole. ===" % (entry_point, uri)) + + # Get the shell command to run + script = _get_qubole_run_script(project_s3_path, run_id, entry_point, parameters, env_vars) + + script_s3_path = S3Utils(cluster_spec["aws"]).upload_script(script, experiment_id) + + # Launch run on Qubole + command = _run_shell_command_job(project_s3_path, script_s3_path, cluster_spec) + submitted_run = QuboleSubmittedRun(command, run_id) + submitted_run._print_description_and_log_tags() + + return submitted_run + + +class QuboleSubmittedRun(SubmittedRun): + """ + Instance of SubmittedRun corresponding to a Qubole Job run launched to run an MLflow + project. Note that run_id may be None, e.g. if we did not launch the run against a tracking + server accessible to the local client. + """ + # How often to poll run status when waiting on a run + POLL_STATUS_INTERVAL = 30 + + def __init__(self, cluster_spec, command, run_id): + super(QuboleSubmittedRun, self).__init__() + self.cluster_spec = cluster_spec + self.command = command + self.run_id = run_id + + def wait(self): + while not command.is_done(command.status): + time.sleep(self.POLL_STATUS_INTERVAL) + return command.is_success(command.status) + + def cancel(self): + self.command.cancel() + self.wait() + + def _get_status(self): + status = self.command.status + if not self.command.is_done(status): + return RunStatus.RUNNING + if self.command.is_success(status): + return RunStatus.FINISHED + return RunStatus.FAILED + + def get_command_url(self): + qubol_env_base_url = "/".join(self.cluster_spec["qubole"]["api_url"]\ + .rstrip("/")\ + .split("/")[:-1]) + command_url = "{}/v2/analyze?command_id={}".format( + qubol_env_base_url, self.command.id) + + return command_url + + def _print_description_and_log_tags(self): + eprint("=== Launched MLflow run as Qubole command with ID %s. Getting run status " + "page URL... ===" % self.run_id) + command_url = self.get_command_url() + eprint("=== Check the run's status at %s ===" % jobs_page_url) + tracking.MlflowClient().set_tag(self._mlflow_run_id, + MLFLOW_QUBOLE_COMMAND_URL, command_url) + tracking.MlflowClient().set_tag(self._mlflow_run_id, + MLFLOW_QUBOLE_COMMAND_ID, self.command.id) + + eprint("=== Check the run's status at %s ===" % command_url) + + def get_status(self): + return RunStatus.to_string(self._get_status()) \ No newline at end of file diff --git a/mlflow/server/js/src/components/RunView.js b/mlflow/server/js/src/components/RunView.js index 9fd1dcd70c51b..9ae640fb1e613 100644 --- a/mlflow/server/js/src/components/RunView.js +++ b/mlflow/server/js/src/components/RunView.js @@ -255,6 +255,15 @@ class RunView extends Component { : null } + {tags['mlflow.qubole.commandURL'] !== undefined ? +
+ Job Output: + + Logs + +
+ : null + } {runCommand ?
diff --git a/mlflow/utils/mlflow_tags.py b/mlflow/utils/mlflow_tags.py index 222c4ee047459..a97a65590ae78 100644 --- a/mlflow/utils/mlflow_tags.py +++ b/mlflow/utils/mlflow_tags.py @@ -10,3 +10,5 @@ MLFLOW_RUN_NAME = "mlflow.runName" MLFLOW_GIT_BRANCH_NAME = "mlflow.gitBranchName" MLFLOW_PARENT_RUN_ID = "mlflow.parentRunId" +MLFLOW_QUBOLE_COMMAND_URL = "mlflow.qubole.commandURL" +MLFLOW_QUBOLE_COMMAND_ID = "mlflow.qubole.commandID" diff --git a/setup.py b/setup.py index 916dc9b2c6976..abb0ff29f4538 100644 --- a/setup.py +++ b/setup.py @@ -44,6 +44,7 @@ def package_files(directory): 'querystring_parser', 'simplejson', 'mleap>=0.8.1', + 'qds-sdk' ], entry_points=''' [console_scripts] From fcb1173a61e6e763078f1ee3d2afe78781d79af6 Mon Sep 17 00:00:00 2001 From: Amey Agrawal Date: Fri, 12 Oct 2018 13:16:37 +0530 Subject: [PATCH 02/10] added doc --- examples/qubole/readme.md | 39 ++++++++++++++++++++++++++++++++++++++- 1 file changed, 38 insertions(+), 1 deletion(-) diff --git a/examples/qubole/readme.md b/examples/qubole/readme.md index 339cd518d5d61..72eb17049b3f3 100644 --- a/examples/qubole/readme.md +++ b/examples/qubole/readme.md @@ -1,6 +1,41 @@ # Running MLFlow in Qubole Mode -When run in `"qubole"` mode, a `ShellCommand` is launched on QDS from the MLFlow project. A `cluster-spec.json` must be passed as follows, + +When run in `"qubole"` mode, a `ShellCommand` is launched on QDS from the MLFlow project. + +## Setting up cluster + +Install `mlflow` package on cluster using the node-bootstrap. + +``` +/usr/lib/a-4.2.0-py-3.5.3/pip install mlflow +/usr/lib/a-4.2.0-py-2.7.13/pip install mlflow +``` + +## Start tracking server + +To run a long-lived, shared MLflow tracking server, launch an EC2 instance to run the MLflow Tracking server. + +Create an Anaconda with Python 3 AMI EC2 instance.You can use a t2.micro (Free-tier) instance for test environment. This AMI already has conda and many other packages needed pre-installed. +Install mlflow: pip install mlflow. +Open port 5000 for MLflow server; an example of how to do this via How to open a web server port on EC2 instance. Opening up port 5000 to the Internet will allow anyone to access your server, so it is recommended to only open up the port within an AWS VPC that your Databricks clusters have access to. +Configure your AWS credentials on the instance. The optimal configuration for MLflow Remote Tracking is to use the default-artifact-root option to store your artifacts in an S3 bucket. +SSH into your EC2 instance, e.g. ssh -i ~/.ssh/.pem ubuntu@..compute.amazonaws.com. +Configure your S3 credentials via aws cli; for more information, refer to Configuring the AWS CLI. +Run the Tracking Server +Start the tracking server: mlflow server --default-artifact-root s3:// --host 0.0.0.0. For more information, refer to MLflow > Running a Tracking Server. +Test connectivity of your tracking server. Go to http://:5000; it should look similar to + +![](https://docs.databricks.com/_static/images/mlflow/mlflow-web-ui.png) + +## Run the job + +### Set tracking server variable + +Set environment variable `MLFLOW_TRACKING_URI`. + +### Create cluster spec file +Running the remote job requires `cluster-spec.json` to be passed as follows, ```json { @@ -27,6 +62,8 @@ When run in `"qubole"` mode, a `ShellCommand` is launched on QDS from the MLFlow } ``` +### Example + A toy example can be launch using the following command, ```sh From 54da5de1b3acd72627d7b0616cd96f30d393ad52 Mon Sep 17 00:00:00 2001 From: Amey Agrawal Date: Tue, 16 Oct 2018 12:16:08 +0530 Subject: [PATCH 03/10] small change --- examples/qubole/readme.md | 6 +-- .../java/.settings/org.eclipse.m2e.core.prefs | 4 ++ mlflow/java/client/.classpath | 49 ++++++++++++++++++ .../.settings/org.eclipse.jdt.apt.core.prefs | 2 + .../.settings/org.eclipse.jdt.core.prefs | 7 +++ .../.settings/org.eclipse.m2e.core.prefs | 4 ++ mlflow/java/scoring/.classpath | 50 +++++++++++++++++++ .../.settings/org.eclipse.jdt.apt.core.prefs | 2 + .../.settings/org.eclipse.jdt.core.prefs | 7 +++ .../.settings/org.eclipse.m2e.core.prefs | 4 ++ mlflow/projects/__init__.py | 4 +- 11 files changed, 134 insertions(+), 5 deletions(-) create mode 100644 mlflow/java/.settings/org.eclipse.m2e.core.prefs create mode 100644 mlflow/java/client/.classpath create mode 100644 mlflow/java/client/.settings/org.eclipse.jdt.apt.core.prefs create mode 100644 mlflow/java/client/.settings/org.eclipse.jdt.core.prefs create mode 100644 mlflow/java/client/.settings/org.eclipse.m2e.core.prefs create mode 100644 mlflow/java/scoring/.classpath create mode 100644 mlflow/java/scoring/.settings/org.eclipse.jdt.apt.core.prefs create mode 100644 mlflow/java/scoring/.settings/org.eclipse.jdt.core.prefs create mode 100644 mlflow/java/scoring/.settings/org.eclipse.m2e.core.prefs diff --git a/examples/qubole/readme.md b/examples/qubole/readme.md index 72eb17049b3f3..67d691f602524 100644 --- a/examples/qubole/readme.md +++ b/examples/qubole/readme.md @@ -40,11 +40,11 @@ Running the remote job requires `cluster-spec.json` to be passed as follows, ```json { "aws": { - "s3_experiment_bucket": "dev.canopydata.com", - "s3_experiment_base_path": "ameya/mlfow-test" + "s3_experiment_bucket": "", + "s3_experiment_base_path": "" }, "qubole": { - "api_token": "xyz" , + "api_token": "" , "api_url": "https://api.qubole.com/api/", "version": "v1.2", "poll_interval": 5, diff --git a/mlflow/java/.settings/org.eclipse.m2e.core.prefs b/mlflow/java/.settings/org.eclipse.m2e.core.prefs new file mode 100644 index 0000000000000..f897a7f1cb238 --- /dev/null +++ b/mlflow/java/.settings/org.eclipse.m2e.core.prefs @@ -0,0 +1,4 @@ +activeProfiles= +eclipse.preferences.version=1 +resolveWorkspaceProjects=true +version=1 diff --git a/mlflow/java/client/.classpath b/mlflow/java/client/.classpath new file mode 100644 index 0000000000000..39abf1c5e9102 --- /dev/null +++ b/mlflow/java/client/.classpath @@ -0,0 +1,49 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/mlflow/java/client/.settings/org.eclipse.jdt.apt.core.prefs b/mlflow/java/client/.settings/org.eclipse.jdt.apt.core.prefs new file mode 100644 index 0000000000000..d4313d4b25e4b --- /dev/null +++ b/mlflow/java/client/.settings/org.eclipse.jdt.apt.core.prefs @@ -0,0 +1,2 @@ +eclipse.preferences.version=1 +org.eclipse.jdt.apt.aptEnabled=false diff --git a/mlflow/java/client/.settings/org.eclipse.jdt.core.prefs b/mlflow/java/client/.settings/org.eclipse.jdt.core.prefs new file mode 100644 index 0000000000000..5592a0a1c1732 --- /dev/null +++ b/mlflow/java/client/.settings/org.eclipse.jdt.core.prefs @@ -0,0 +1,7 @@ +eclipse.preferences.version=1 +org.eclipse.jdt.core.compiler.codegen.targetPlatform=1.8 +org.eclipse.jdt.core.compiler.compliance=1.8 +org.eclipse.jdt.core.compiler.problem.forbiddenReference=warning +org.eclipse.jdt.core.compiler.processAnnotations=disabled +org.eclipse.jdt.core.compiler.release=disabled +org.eclipse.jdt.core.compiler.source=1.8 diff --git a/mlflow/java/client/.settings/org.eclipse.m2e.core.prefs b/mlflow/java/client/.settings/org.eclipse.m2e.core.prefs new file mode 100644 index 0000000000000..f897a7f1cb238 --- /dev/null +++ b/mlflow/java/client/.settings/org.eclipse.m2e.core.prefs @@ -0,0 +1,4 @@ +activeProfiles= +eclipse.preferences.version=1 +resolveWorkspaceProjects=true +version=1 diff --git a/mlflow/java/scoring/.classpath b/mlflow/java/scoring/.classpath new file mode 100644 index 0000000000000..5c8072ecc61c6 --- /dev/null +++ b/mlflow/java/scoring/.classpath @@ -0,0 +1,50 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + diff --git a/mlflow/java/scoring/.settings/org.eclipse.jdt.apt.core.prefs b/mlflow/java/scoring/.settings/org.eclipse.jdt.apt.core.prefs new file mode 100644 index 0000000000000..d4313d4b25e4b --- /dev/null +++ b/mlflow/java/scoring/.settings/org.eclipse.jdt.apt.core.prefs @@ -0,0 +1,2 @@ +eclipse.preferences.version=1 +org.eclipse.jdt.apt.aptEnabled=false diff --git a/mlflow/java/scoring/.settings/org.eclipse.jdt.core.prefs b/mlflow/java/scoring/.settings/org.eclipse.jdt.core.prefs new file mode 100644 index 0000000000000..5592a0a1c1732 --- /dev/null +++ b/mlflow/java/scoring/.settings/org.eclipse.jdt.core.prefs @@ -0,0 +1,7 @@ +eclipse.preferences.version=1 +org.eclipse.jdt.core.compiler.codegen.targetPlatform=1.8 +org.eclipse.jdt.core.compiler.compliance=1.8 +org.eclipse.jdt.core.compiler.problem.forbiddenReference=warning +org.eclipse.jdt.core.compiler.processAnnotations=disabled +org.eclipse.jdt.core.compiler.release=disabled +org.eclipse.jdt.core.compiler.source=1.8 diff --git a/mlflow/java/scoring/.settings/org.eclipse.m2e.core.prefs b/mlflow/java/scoring/.settings/org.eclipse.m2e.core.prefs new file mode 100644 index 0000000000000..f897a7f1cb238 --- /dev/null +++ b/mlflow/java/scoring/.settings/org.eclipse.m2e.core.prefs @@ -0,0 +1,4 @@ +activeProfiles= +eclipse.preferences.version=1 +resolveWorkspaceProjects=true +version=1 diff --git a/mlflow/projects/__init__.py b/mlflow/projects/__init__.py index 35cf74f44022c..1452f3fe66309 100644 --- a/mlflow/projects/__init__.py +++ b/mlflow/projects/__init__.py @@ -20,7 +20,7 @@ from mlflow.tracking.fluent import _get_experiment_id, _get_git_commit -import mlflow.projects.databricks +from mlflow.projects import databricks, qubole from mlflow.utils import process from mlflow.utils.logging_utils import eprint from mlflow.utils.mlflow_tags import MLFLOW_GIT_BRANCH_NAME @@ -94,7 +94,7 @@ def _run(uri, entry_point="main", version=None, parameters=None, experiment_id=N return _invoke_mlflow_run_subprocess( work_dir=work_dir, entry_point=entry_point, parameters=parameters, experiment_id=exp_id, use_conda=use_conda, storage_dir=storage_dir, run_id=active_run.info.run_uuid) - supported_modes = ["local", "databricks"] + supported_modes = ["local", "databricks", "qubole"] raise ExecutionException("Got unsupported execution mode %s. Supported " "values: %s" % (mode, supported_modes)) From cc411abe168eb6baa5ef78a34ba1d3bed18b4c66 Mon Sep 17 00:00:00 2001 From: Amey Agrawal Date: Thu, 25 Oct 2018 12:12:10 +0530 Subject: [PATCH 04/10] running --- mlflow/java/client/bin/README.md | 162 ++++++++++++++++++ mlflow/java/client/bin/pom.xml | 152 ++++++++++++++++ .../Databricks$ApiVersion$Builder.class | Bin 0 -> 9498 bytes .../databricks/Databricks$ApiVersion.class | Bin 0 -> 10198 bytes .../Databricks$ApiVersionOrBuilder.class | Bin 0 -> 4595 bytes ...abricks$DatabricksRpcOptions$Builder.class | Bin 0 -> 15333 bytes .../Databricks$DatabricksRpcOptions.class | Bin 0 -> 12383 bytes ...bricks$DatabricksRpcOptionsOrBuilder.class | Bin 0 -> 5818 bytes ...abricksServiceExceptionProto$Builder.class | Bin 0 -> 11185 bytes ...icks$DatabricksServiceExceptionProto.class | Bin 0 -> 11343 bytes ...bricksServiceExceptionProtoOrBuilder.class | Bin 0 -> 4995 bytes ...bricks$DocumentationMetadata$Builder.class | Bin 0 -> 12645 bytes 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.../resources/org/mlflow/mleap_model/MLmodel | 6 + .../mleap_model/mleap/model/bundle.json | 7 + .../model.json | 11 ++ .../node.json | 13 ++ .../model.json | 31 ++++ .../node.json | 19 ++ .../model.json | 15 ++ .../node.json | 13 ++ .../model.json | 6 + .../node.json | 13 ++ .../mleap_model/mleap/model/root/model.json | 9 + .../mleap_model/mleap/model/root/node.json | 7 + .../org/mlflow/mleap_model/mleap/schema.json | 17 ++ .../org/mlflow/mleap_model/sample_input.json | 6 + .../mlflow/models/sample_model_root/MLmodel | 6 + .../mlflow/sagemaker/sample_leapframe.json | 20 +++ mlflow/projects/__init__.py | 3 +- mlflow/projects/qubole.py | 32 ++-- 286 files changed, 664 insertions(+), 16 deletions(-) create mode 100644 mlflow/java/client/bin/README.md create mode 100644 mlflow/java/client/bin/pom.xml create mode 100644 mlflow/java/client/bin/src/main/java/com/databricks/api/proto/databricks/Databricks$ApiVersion$Builder.class create mode 100644 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mlflow/java/client/bin/src/main/java/org/mlflow/api/proto/Service$UpdateRun.class create mode 100644 mlflow/java/client/bin/src/main/java/org/mlflow/api/proto/Service$UpdateRunOrBuilder.class create mode 100644 mlflow/java/client/bin/src/main/java/org/mlflow/api/proto/Service$ViewType.class create mode 100644 mlflow/java/client/bin/src/main/java/org/mlflow/api/proto/Service.class create mode 100644 mlflow/java/client/bin/src/main/java/org/mlflow/api/proto/package-info.class create mode 100644 mlflow/java/client/bin/src/main/java/org/mlflow/artifacts/ArtifactRepository.class create mode 100644 mlflow/java/client/bin/src/main/java/org/mlflow/artifacts/ArtifactRepositoryFactory.class create mode 100644 mlflow/java/client/bin/src/main/java/org/mlflow/artifacts/CliBasedArtifactRepository.class create mode 100644 mlflow/java/client/bin/src/main/java/org/mlflow/scalapb_interface/Scalapb$FieldOptions$Builder.class create mode 100644 mlflow/java/client/bin/src/main/java/org/mlflow/scalapb_interface/Scalapb$FieldOptions.class create mode 100644 mlflow/java/client/bin/src/main/java/org/mlflow/scalapb_interface/Scalapb$FieldOptionsOrBuilder.class create mode 100644 mlflow/java/client/bin/src/main/java/org/mlflow/scalapb_interface/Scalapb$MessageOptions$Builder.class create mode 100644 mlflow/java/client/bin/src/main/java/org/mlflow/scalapb_interface/Scalapb$MessageOptions.class create mode 100644 mlflow/java/client/bin/src/main/java/org/mlflow/scalapb_interface/Scalapb$MessageOptionsOrBuilder.class create mode 100644 mlflow/java/client/bin/src/main/java/org/mlflow/scalapb_interface/Scalapb$ScalaPbOptions$Builder.class create mode 100644 mlflow/java/client/bin/src/main/java/org/mlflow/scalapb_interface/Scalapb$ScalaPbOptions.class create mode 100644 mlflow/java/client/bin/src/main/java/org/mlflow/scalapb_interface/Scalapb$ScalaPbOptionsOrBuilder.class create mode 100644 mlflow/java/client/bin/src/main/java/org/mlflow/scalapb_interface/Scalapb.class create mode 100644 mlflow/java/client/bin/src/main/java/org/mlflow/tracking/MlflowClient.class create mode 100644 mlflow/java/client/bin/src/main/java/org/mlflow/tracking/MlflowClientException.class create mode 100644 mlflow/java/client/bin/src/main/java/org/mlflow/tracking/MlflowHttpCaller.class create mode 100644 mlflow/java/client/bin/src/main/java/org/mlflow/tracking/MlflowHttpException.class create mode 100644 mlflow/java/client/bin/src/main/java/org/mlflow/tracking/MlflowProtobufMapper.class create mode 100644 mlflow/java/client/bin/src/main/java/org/mlflow/tracking/creds/BasicMlflowHostCreds.class create mode 100644 mlflow/java/client/bin/src/main/java/org/mlflow/tracking/creds/DatabricksConfigHostCredsProvider.class create mode 100644 mlflow/java/client/bin/src/main/java/org/mlflow/tracking/creds/DatabricksDynamicHostCredsProvider.class create mode 100644 mlflow/java/client/bin/src/main/java/org/mlflow/tracking/creds/HostCredsProviderChain.class create mode 100644 mlflow/java/client/bin/src/main/java/org/mlflow/tracking/creds/MlflowHostCreds.class create mode 100644 mlflow/java/client/bin/src/main/java/org/mlflow/tracking/creds/MlflowHostCredsProvider.class create mode 100644 mlflow/java/client/bin/src/main/java/org/mlflow/tracking/creds/package-info.class create mode 100644 mlflow/java/client/bin/src/main/java/org/mlflow/tracking/package-info.class create mode 100644 mlflow/java/client/bin/src/main/java/org/mlflow/tracking/samples/QuickStartDriver.class create mode 100644 mlflow/java/client/bin/src/main/resources/log4j.properties create mode 100644 mlflow/java/client/bin/src/test/java/org/mlflow/artifacts/CliBasedArtifactRepositoryTest.class create mode 100644 mlflow/java/client/bin/src/test/java/org/mlflow/tracking/HttpTest.class create mode 100644 mlflow/java/client/bin/src/test/java/org/mlflow/tracking/MlflowClientTest.class create mode 100644 mlflow/java/client/bin/src/test/java/org/mlflow/tracking/MlflowProtobufMapperTest.class create mode 100644 mlflow/java/client/bin/src/test/java/org/mlflow/tracking/TestClientProvider.class create mode 100644 mlflow/java/client/bin/src/test/java/org/mlflow/tracking/TestUtils.class create mode 100644 mlflow/java/client/bin/src/test/java/org/mlflow/tracking/creds/DatabricksConfigHostCredsProviderTest.class create mode 100644 mlflow/java/client/bin/src/test/java/org/mlflow/tracking/creds/DatabricksDynamicHostCredsProviderTest$MyDynamicProvider.class create mode 100644 mlflow/java/client/bin/src/test/java/org/mlflow/tracking/creds/DatabricksDynamicHostCredsProviderTest.class create mode 100644 mlflow/java/client/bin/src/test/java/org/mlflow/tracking/creds/HostCredsProviderChainTest$MyHostCredsProvider.class create mode 100644 mlflow/java/client/bin/src/test/java/org/mlflow/tracking/creds/HostCredsProviderChainTest.class create mode 100644 mlflow/java/scoring/bin/pom.xml create 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mlflow/java/scoring/bin/src/main/java/org/mlflow/sagemaker/PandasRecordOrientedDataFrame.class create mode 100644 mlflow/java/scoring/bin/src/main/java/org/mlflow/sagemaker/Predictor.class create mode 100644 mlflow/java/scoring/bin/src/main/java/org/mlflow/sagemaker/PredictorDataWrapper$ContentType.class create mode 100644 mlflow/java/scoring/bin/src/main/java/org/mlflow/sagemaker/PredictorDataWrapper.class create mode 100644 mlflow/java/scoring/bin/src/main/java/org/mlflow/sagemaker/PredictorEvaluationException.class create mode 100644 mlflow/java/scoring/bin/src/main/java/org/mlflow/sagemaker/PredictorLoadingException.class create mode 100644 mlflow/java/scoring/bin/src/main/java/org/mlflow/sagemaker/ScoringServer$InvocationsServlet$InvalidRequestTypeException.class create mode 100644 mlflow/java/scoring/bin/src/main/java/org/mlflow/sagemaker/ScoringServer$InvocationsServlet.class create mode 100644 mlflow/java/scoring/bin/src/main/java/org/mlflow/sagemaker/ScoringServer$PingServlet.class create mode 100644 mlflow/java/scoring/bin/src/main/java/org/mlflow/sagemaker/ScoringServer$ServerStateChangeException.class create mode 100644 mlflow/java/scoring/bin/src/main/java/org/mlflow/sagemaker/ScoringServer.class create mode 100644 mlflow/java/scoring/bin/src/main/java/org/mlflow/utils/EnvironmentUtils.class create mode 100644 mlflow/java/scoring/bin/src/main/java/org/mlflow/utils/FileUtils.class create mode 100644 mlflow/java/scoring/bin/src/main/java/org/mlflow/utils/SerializationUtils.class create mode 100644 mlflow/java/scoring/bin/src/test/java/org/mlflow/FileUtilsTest.class create mode 100644 mlflow/java/scoring/bin/src/test/java/org/mlflow/LeapFrameSchemaTest.class create mode 100644 mlflow/java/scoring/bin/src/test/java/org/mlflow/LeapFrameUtilsTest.class create mode 100644 mlflow/java/scoring/bin/src/test/java/org/mlflow/LoaderModuleTest.class create mode 100644 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create mode 100644 mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/model/root/HashingTF_4c4b809c39f34396eba1.node/node.json create mode 100644 mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/model/root/LogisticRegression_4bcb80cd3dee34d548b6.node/model.json create mode 100644 mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/model/root/LogisticRegression_4bcb80cd3dee34d548b6.node/node.json create mode 100644 mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/model/root/StringIndexer_4cd08b474f8588514dbe.node/model.json create mode 100644 mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/model/root/StringIndexer_4cd08b474f8588514dbe.node/node.json create mode 100644 mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/model/root/Tokenizer_44838bc191653ca4f609.node/model.json create mode 100644 mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/model/root/Tokenizer_44838bc191653ca4f609.node/node.json create mode 100644 mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/model/root/model.json create mode 100644 mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/model/root/node.json create mode 100644 mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/schema.json create mode 100644 mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/sample_input.json create mode 100644 mlflow/java/scoring/bin/src/test/resources/org/mlflow/models/sample_model_root/MLmodel create mode 100644 mlflow/java/scoring/bin/src/test/resources/org/mlflow/sagemaker/sample_leapframe.json diff --git a/mlflow/java/client/bin/README.md b/mlflow/java/client/bin/README.md new file mode 100644 index 0000000000000..c32d473666b31 --- /dev/null +++ b/mlflow/java/client/bin/README.md @@ -0,0 +1,162 @@ +# MLflow Java Client + +Java client for [MLflow](https://mlflow.org) REST API. +See also the MLflow [Python API](https://mlflow.org/docs/latest/python_api/index.html) +and [REST API](https://mlflow.org/docs/latest/rest_api.html). + +## Requirements + +* Java 1.8 +* Maven +* Run the [MLflow Tracking Server 0.4.2](https://mlflow.org/docs/latest/tracking.html#running-a-tracking-server) + +## Build + +### Build with tests + +The MLflow Java client tests require that MLflow is on the PATH (to start a local server), +so it is recommended to run them from within a development conda environment. + +To build a deployable JAR and run tests: + +``` +mvn package +``` + +## Run + +To run a simple sample. +``` +java -cp target/mlflow-java-client-0.4.2.jar \ + com.databricks.mlflow.client.samples.QuickStartDriver http://localhost:5001 +``` + +## JSON Serialization + +MLflow Java client uses [Protobuf](https://developers.google.com/protocol-buffers/) 3.6.0 to serialize the JSON payload. +* [service.proto](../mlflow/protos/service.proto) - Protobuf definition of data objects. +* [com.databricks.api.proto.mlflow.Service.java](src/main/java/com/databricks/api/proto/mlflow/Service.java) - Generated Java classes of all data objects. +* [generate-protos.sh](generate-protos.sh) - One time script to generate Service.java. If service.proto changes you will need to re-run this script. +* Javadoc can be generated by running ``mvn javadoc:javadoc``. The output will be in [target/site/apidocs/index.html](target/site/apidocs/index.html). +Here is the javadoc for [Service.java](target/site/apidocs/com/databricks/api/proto/mlflow/Service.html). + +## Java Client API + +See [ApiClient.java](src/main/java/org/mlflow/client/ApiClient.java) +and [Service.java domain objects](src/main/java/org/mlflow/api/proto/mlflow/Service.java). + +``` +Run getRun(String runUuid) +RunInfo createRun() +RunInfo createRun(long experimentId) +RunInfo createRun(long experimentId, String appName) +RunInfo createRun(CreateRun request) +List listRunInfos(long experimentId) + + +List listExperiments() +GetExperiment.Response getExperiment(long experimentId) +Optional getExperimentByName(String experimentName) +long createExperiment(String experimentName) + +void logParam(String runUuid, String key, String value) +void logMetric(String runUuid, String key, float value) +void setTerminated(String runUuid) +void setTerminated(String runUuid, RunStatus status) +void setTerminated(String runUuid, RunStatus status, long endTime) +ListArtifacts.Response listArtifacts(String runUuid, String path) +``` + +## Usage + +### Java Usage + +For a simple example see [QuickStartDriver.java](src/main/java/org/mlflow/client/samples/QuickStartDriver.java). +For full examples of API coverage see the [tests](src/test/java/org/mlflow/client) such as [ApiClientTest.java](src/test/java/org/mlflow/client/ApiClientTest.java). + +``` +package org.mlflow.tracking.samples; + +import java.util.List; +import java.util.Optional; + +import org.apache.log4j.Level; +import org.apache.log4j.LogManager; + +import org.mlflow.api.proto.Service.*; +import org.mlflow.tracking.MlflowClient; + +/** + * This is an example application which uses the MLflow Tracking API to create and manage + * experiments and runs. + */ +public class QuickStartDriver { + public static void main(String[] args) throws Exception { + (new QuickStartDriver()).process(args); + } + + void process(String[] args) throws Exception { + MlflowClient client; + if (args.length < 1) { + client = new MlflowClient(); + } else { + client = new MlflowClient(args[0]); + } + + boolean verbose = args.length >= 2 && "true".equals(args[1]); + if (verbose) { + LogManager.getLogger("org.mlflow.client").setLevel(Level.DEBUG); + } + + System.out.println("====== createExperiment"); + String expName = "Exp_" + System.currentTimeMillis(); + long expId = client.createExperiment(expName); + System.out.println("createExperiment: expId=" + expId); + + System.out.println("====== getExperiment"); + GetExperiment.Response exp = client.getExperiment(expId); + System.out.println("getExperiment: " + exp); + + System.out.println("====== listExperiments"); + List exps = client.listExperiments(); + System.out.println("#experiments: " + exps.size()); + exps.forEach(e -> System.out.println(" Exp: " + e)); + + createRun(client, expId); + + System.out.println("====== getExperiment again"); + GetExperiment.Response exp2 = client.getExperiment(expId); + System.out.println("getExperiment: " + exp2); + + System.out.println("====== getExperiment by name"); + Optional exp3 = client.getExperimentByName(expName); + System.out.println("getExperimentByName: " + exp3); + } + + void createRun(MlflowClient client, long expId) { + System.out.println("====== createRun"); + + // Create run + String sourceFile = "MyFile.java"; + RunInfo runCreated = client.createRun(expId, sourceFile); + System.out.println("CreateRun: " + runCreated); + String runId = runCreated.getRunUuid(); + + // Log parameters + client.logParam(runId, "min_samples_leaf", "2"); + client.logParam(runId, "max_depth", "3"); + + // Log metrics + client.logMetric(runId, "auc", 2.12F); + client.logMetric(runId, "accuracy_score", 3.12F); + client.logMetric(runId, "zero_one_loss", 4.12F); + + // Update finished run + client.setTerminated(runId, RunStatus.FINISHED); + + // Get run details + Run run = client.getRun(runId); + System.out.println("GetRun: " + run); + } +} +``` diff --git a/mlflow/java/client/bin/pom.xml b/mlflow/java/client/bin/pom.xml new file mode 100644 index 0000000000000..3cd6d4fefc0fd --- /dev/null +++ b/mlflow/java/client/bin/pom.xml @@ -0,0 +1,152 @@ + + 4.0.0 + + + org.mlflow + mlflow-parent + 0.7.1 + ../pom.xml + + + mlflow-client + jar + 0.7.1 + MLflow Tracking API + http://mlflow.org + + org.mlflow_project + + + + + bintray + mlflow + https://api.bintray.com/maven/mlflow/mlflow/mlflow-client/;publish=1 + + + + + + org.slf4j + slf4j-api + + + org.apache.httpcomponents + httpclient + + + com.google.protobuf + protobuf-java + + + com.google.protobuf + protobuf-java-util + + + commons-io + commons-io + + + org.ini4j + ini4j + + + + + org.testng + testng + test + + + org.slf4j + slf4j-jdk14 + test + + + + + + + org.apache.maven.plugins + maven-checkstyle-plugin + + + org.apache.maven.plugins + maven-javadoc-plugin + + ${project.basedir}/src/main/java + com.databricks.api.proto.databricks:org.mlflow.scalapb_interface:org.mlflow.tracking.samples:org.mlflow.artifacts + + + Tracking API + org.mlflow.tracking:org.mlflow.tracking.* + + + + + + org.apache.maven.plugins + maven-source-plugin + + + + + org.apache.maven.plugins + maven-shade-plugin + + false + false + + + com.google.protobuf:protobuf-java + com.google.protobuf:protobuf-java-util + org.apache.httpcomponents:httpclient + com.google.guava:guava + com.google.code.gson:gson + commons-codec:commons-codec + commons-io:commons-io + commons-logging:commons-logging + org.apache.httpcomponents:httpcore + org.ini4j:ini4j + + + + + com.google + ${mlflow.shade.packageName}.google + + + org.apache.commons + ${mlflow.shade.packageName}.apachecommons + + + org.apache.http + ${mlflow.shade.packageName}.apachehttp + + + + com.databricks.api.proto.databricks + ${mlflow.shade.packageName}.databricks + + + org.ini4j + ${mlflow.shade.packageName}.ini4j + + + + + + package + + shade + + + + + + + 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"shape": { + "inputs": [{ + "port": "features", + "name": "features" + }], + "outputs": [{ + "port": "raw_prediction", + "name": "rawPrediction" + }, { + "port": "probability", + "name": "probability" + }, { + "port": "prediction", + "name": "prediction" + }] + } +} \ No newline at end of file diff --git a/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/model/root/StringIndexer_4cd08b474f8588514dbe.node/model.json b/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/model/root/StringIndexer_4cd08b474f8588514dbe.node/model.json new file mode 100644 index 0000000000000..1e1dd2bdbbff9 --- /dev/null +++ b/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/model/root/StringIndexer_4cd08b474f8588514dbe.node/model.json @@ -0,0 +1,15 @@ +{ + "op": "string_indexer", + "attributes": { + "labels": { + "string": ["rec.sport.hockey", "soc.religion.christian", "rec.motorcycles", "rec.sport.baseball", "sci.crypt", "sci.med", "rec.autos", "sci.space", "comp.windows.x", "comp.os.ms-windows.misc", "sci.electronics", "comp.sys.ibm.pc.hardware", "misc.forsale", "comp.graphics", "comp.sys.mac.hardware", "talk.politics.mideast", "talk.politics.guns", "alt.atheism", "talk.politics.misc", "talk.religion.misc"], + "type": "list" + }, + "handle_invalid": { + "string": "keep" + }, + "string_order_type": { + "string": "frequencyDesc" + } + } +} \ No newline at end of file diff --git a/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/model/root/StringIndexer_4cd08b474f8588514dbe.node/node.json b/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/model/root/StringIndexer_4cd08b474f8588514dbe.node/node.json new file mode 100644 index 0000000000000..89e005ddd4c87 --- /dev/null +++ b/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/model/root/StringIndexer_4cd08b474f8588514dbe.node/node.json @@ -0,0 +1,13 @@ +{ + "name": "StringIndexer_4cd08b474f8588514dbe", + "shape": { + "inputs": [{ + "port": "input", + "name": "topic" + }], + "outputs": [{ + "port": "output", + "name": "label" + }] + } +} \ No newline at end of file diff --git a/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/model/root/Tokenizer_44838bc191653ca4f609.node/model.json b/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/model/root/Tokenizer_44838bc191653ca4f609.node/model.json new file mode 100644 index 0000000000000..0e409e61eeabc --- /dev/null +++ b/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/model/root/Tokenizer_44838bc191653ca4f609.node/model.json @@ -0,0 +1,6 @@ +{ + "op": "tokenizer", + "attributes": { + + } +} \ No newline at end of file diff --git a/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/model/root/Tokenizer_44838bc191653ca4f609.node/node.json b/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/model/root/Tokenizer_44838bc191653ca4f609.node/node.json new file mode 100644 index 0000000000000..ca8270faea042 --- /dev/null +++ b/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/model/root/Tokenizer_44838bc191653ca4f609.node/node.json @@ -0,0 +1,13 @@ +{ + "name": "Tokenizer_44838bc191653ca4f609", + "shape": { + "inputs": [{ + "port": "input", + "name": "text" + }], + "outputs": [{ + "port": "output", + "name": "words" + }] + } +} \ No newline at end of file diff --git a/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/model/root/model.json b/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/model/root/model.json new file mode 100644 index 0000000000000..634b1d684e81d --- /dev/null +++ b/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/model/root/model.json @@ -0,0 +1,9 @@ +{ + "op": "pipeline", + "attributes": { + "nodes": { + "string": ["StringIndexer_4cd08b474f8588514dbe", "Tokenizer_44838bc191653ca4f609", "HashingTF_4c4b809c39f34396eba1", "LogisticRegression_4bcb80cd3dee34d548b6"], + "type": "list" + } + } +} \ No newline at end of file diff --git a/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/model/root/node.json b/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/model/root/node.json new file mode 100644 index 0000000000000..d30802bd09295 --- /dev/null +++ b/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/model/root/node.json @@ -0,0 +1,7 @@ +{ + "name": "PipelineModel_459ebc5d1d1d28980c4b", + "shape": { + "inputs": [], + "outputs": [] + } +} \ No newline at end of file diff --git a/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/schema.json b/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/schema.json new file mode 100644 index 0000000000000..1f1b71e0301c1 --- /dev/null +++ b/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/schema.json @@ -0,0 +1,17 @@ +{ + "fields": [ + { + "nullable": true, + "type": "string", + "name": "text", + "metadata": {} + }, + { + "nullable": true, + "type": "string", + "name": "topic", + "metadata": {} + } + ], + "type": "struct" +} diff --git a/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/sample_input.json b/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/sample_input.json new file mode 100644 index 0000000000000..91f7f3508a2e8 --- /dev/null +++ b/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/sample_input.json @@ -0,0 +1,6 @@ +[ + { + "topic": "alt.atheism", + "text": "From: marshall@csugrad.cs.vt.edu (Kevin Marshall) Subject: Re: Faith and Dogma Organization: Virginia Tech Computer Science Dept, Blacksburg, VA Lines: 96 NNTP-Posting-Host: csugrad.cs.vt.edsadsadasdasdaddu tgk@cs.toronto.edu (Todd Kelley) writes: >In light of what happened in Waco, I need to get something of my >chest. > >Faith and dogma are dangerous. " + } +] \ No newline at end of file diff --git a/mlflow/java/scoring/bin/src/test/resources/org/mlflow/models/sample_model_root/MLmodel b/mlflow/java/scoring/bin/src/test/resources/org/mlflow/models/sample_model_root/MLmodel new file mode 100644 index 0000000000000..04ca3ddf8827d --- /dev/null +++ b/mlflow/java/scoring/bin/src/test/resources/org/mlflow/models/sample_model_root/MLmodel @@ -0,0 +1,6 @@ +flavors: + mleap: + input_schema: mleap/schema.json + mleap_version: 0.8.1 + model_data: mleap/model +utc_time_created: '2018-08-10 18:34:28.720095' diff --git a/mlflow/java/scoring/bin/src/test/resources/org/mlflow/sagemaker/sample_leapframe.json b/mlflow/java/scoring/bin/src/test/resources/org/mlflow/sagemaker/sample_leapframe.json new file mode 100644 index 0000000000000..69d2cb4d169aa --- /dev/null +++ b/mlflow/java/scoring/bin/src/test/resources/org/mlflow/sagemaker/sample_leapframe.json @@ -0,0 +1,20 @@ +{ + "rows": [ + [ + "From: marshall@csugrad.cs.vt.edu (Kevin Marshall) Subject: Re: Faith and Dogma Organization: Virginia Tech Computer Science Dept, Blacksburg, VA Lines: 96 NNTP-Posting-Host: csugrad.cs.vt.edsadsadasdasdaddu tgk@cs.toronto.edu (Todd Kelley) writes: >In light of what happened in Waco, I need to get something of my >chest. > >Faith and dogma are dangerous. ", + "alt.atheism" + ] + ], + "schema": { + "fields": [ + { + "type": "string", + "name": "text" + }, + { + "type": "string", + "name": "topic" + } + ] + } +} \ No newline at end of file diff --git a/mlflow/projects/__init__.py b/mlflow/projects/__init__.py index 1452f3fe66309..9c1e4825ce417 100644 --- a/mlflow/projects/__init__.py +++ b/mlflow/projects/__init__.py @@ -20,7 +20,8 @@ from mlflow.tracking.fluent import _get_experiment_id, _get_git_commit -from mlflow.projects import databricks, qubole +import mlflow.projects.databricks +import mlflow.projects.qubole from mlflow.utils import process from mlflow.utils.logging_utils import eprint from mlflow.utils.mlflow_tags import MLFLOW_GIT_BRANCH_NAME diff --git a/mlflow/projects/qubole.py b/mlflow/projects/qubole.py index 469386115150b..92b47f6582c50 100644 --- a/mlflow/projects/qubole.py +++ b/mlflow/projects/qubole.py @@ -101,7 +101,7 @@ def upload_script(self, script, experiment_id): "script", "%s.sh" % script_hash) if not self._path_exists(s3_path): self._upload(temp_filename, s3_path) - eprint("=== Finished script to %s ===" % s3_path) + eprint("=== Uploaded script to %s ===" % s3_path) else: eprint("=== Script already exists in S3 ===") finally: @@ -117,13 +117,13 @@ def before_run_validations(tracking_uri, cluster_spec): if cluster_spec is None: raise ExecutionException("Cluster spec must be provided when launching MLflow project " "runs on Qubole.") - if tracking.utils._is_local_uri(tracking_uri): - raise ExecutionException( - "When running on Qubole, the MLflow tracking URI must be " - "a remote HTTP URI accessible to both the " - "current client and code running on Qubole. Got local tracking URI %s. " - "Please specify a valid tracking URI via mlflow.set_tracking_uri or by setting the " - "MLFLOW_TRACKING_URI environment variable." % tracking_uri) + # if tracking.utils._is_local_uri(tracking_uri): + # raise ExecutionException( + # "When running on Qubole, the MLflow tracking URI must be " + # "a remote HTTP URI accessible to both the " + # "current client and code running on Qubole. Got local tracking URI %s. " + # "Please specify a valid tracking URI via mlflow.set_tracking_uri or by setting the " + # "MLFLOW_TRACKING_URI environment variable." % tracking_uri) def _get_qubole_run_script(project_s3_path, run_id, entry_point, parameters, env_vars): """ @@ -196,8 +196,8 @@ def _run_shell_command_job(project_s3_path, script_s3_path, cluster_spec): eprint("=== Launching MLflow run as Qubole job ===") Qubole.configure(**cluster_spec["qubole"]) - args = ShellCommand.parse(shlex.split(args)) - command = ShellCommand.run(**args) + args = ShellCommand.parse([shlex_quote(x) for x in args.split()]) + command = ShellCommand.create(**args) return command @@ -208,7 +208,6 @@ def run_qubole(remote_run, uri, entry_point, work_dir, parameters, experiment_id used to query the run's status or wait for the resulting Qubole command to terminate. """ tracking_uri = tracking.get_tracking_uri() - with open(cluster_spec, 'r') as handle: try: cluster_spec = json.load(handle) @@ -225,7 +224,7 @@ def run_qubole(remote_run, uri, entry_point, work_dir, parameters, experiment_id "MLFLOW_CONDA_HOME": QUBOLE_CONDA_HOME } - run_id = remote_run.run_info.run_uuid + run_id = remote_run.info.run_uuid eprint("=== Running entry point %s of project %s on Qubole. ===" % (entry_point, uri)) # Get the shell command to run @@ -235,7 +234,7 @@ def run_qubole(remote_run, uri, entry_point, work_dir, parameters, experiment_id # Launch run on Qubole command = _run_shell_command_job(project_s3_path, script_s3_path, cluster_spec) - submitted_run = QuboleSubmittedRun(command, run_id) + submitted_run = QuboleSubmittedRun(cluster_spec, command, run_id) submitted_run._print_description_and_log_tags() return submitted_run @@ -254,7 +253,11 @@ def __init__(self, cluster_spec, command, run_id): super(QuboleSubmittedRun, self).__init__() self.cluster_spec = cluster_spec self.command = command - self.run_id = run_id + self._mlflow_run_id = run_id + + @property + def run_id(self): + return self._mlflow_run_id def wait(self): while not command.is_done(command.status): @@ -286,7 +289,6 @@ def _print_description_and_log_tags(self): eprint("=== Launched MLflow run as Qubole command with ID %s. Getting run status " "page URL... ===" % self.run_id) command_url = self.get_command_url() - eprint("=== Check the run's status at %s ===" % jobs_page_url) tracking.MlflowClient().set_tag(self._mlflow_run_id, MLFLOW_QUBOLE_COMMAND_URL, command_url) tracking.MlflowClient().set_tag(self._mlflow_run_id, From 804fd52c699ab7bcaca5760e88dbbae974b2c486 Mon Sep 17 00:00:00 2001 From: Amey Agrawal Date: Thu, 25 Oct 2018 12:14:57 +0530 Subject: [PATCH 05/10] removed some binaries files --- .gitignore | 5 +- mlflow/java/client/bin/README.md | 162 ------------------ mlflow/java/client/bin/pom.xml | 152 ---------------- .../Databricks$ApiVersion$Builder.class | Bin 9498 -> 0 bytes .../databricks/Databricks$ApiVersion.class | Bin 10198 -> 0 bytes .../Databricks$ApiVersionOrBuilder.class | Bin 4595 -> 0 bytes ...abricks$DatabricksRpcOptions$Builder.class | Bin 15333 -> 0 bytes .../Databricks$DatabricksRpcOptions.class | Bin 12383 -> 0 bytes ...bricks$DatabricksRpcOptionsOrBuilder.class | Bin 5818 -> 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mlflow/java/scoring/bin/src/test/resources/org/mlflow/sagemaker/sample_leapframe.json diff --git a/.gitignore b/.gitignore index 201ef25b18762..994a0fb3e274c 100644 --- a/.gitignore +++ b/.gitignore @@ -96,4 +96,7 @@ example/tutorial/R/*.nb.html # travis_wait command logs travis_wait*.log -.history \ No newline at end of file +.history + +mlflow/java/scoring/bin/* +mlflow/java/client/bin/* \ No newline at end of file diff --git a/mlflow/java/client/bin/README.md b/mlflow/java/client/bin/README.md deleted file mode 100644 index c32d473666b31..0000000000000 --- a/mlflow/java/client/bin/README.md +++ /dev/null @@ -1,162 +0,0 @@ -# MLflow Java Client - -Java client for [MLflow](https://mlflow.org) REST API. -See also the MLflow [Python API](https://mlflow.org/docs/latest/python_api/index.html) -and [REST API](https://mlflow.org/docs/latest/rest_api.html). - -## Requirements - -* Java 1.8 -* Maven -* Run the [MLflow Tracking Server 0.4.2](https://mlflow.org/docs/latest/tracking.html#running-a-tracking-server) - -## Build - -### Build with tests - -The MLflow Java client tests require that MLflow is on the PATH (to start a local server), -so it is recommended to run them from within a development conda environment. - -To build a deployable JAR and run tests: - -``` -mvn package -``` - -## Run - -To run a simple sample. -``` -java -cp target/mlflow-java-client-0.4.2.jar \ - com.databricks.mlflow.client.samples.QuickStartDriver http://localhost:5001 -``` - -## JSON Serialization - -MLflow Java client uses [Protobuf](https://developers.google.com/protocol-buffers/) 3.6.0 to serialize the JSON payload. -* [service.proto](../mlflow/protos/service.proto) - Protobuf definition of data objects. -* [com.databricks.api.proto.mlflow.Service.java](src/main/java/com/databricks/api/proto/mlflow/Service.java) - Generated Java classes of all data objects. -* [generate-protos.sh](generate-protos.sh) - One time script to generate Service.java. If service.proto changes you will need to re-run this script. -* Javadoc can be generated by running ``mvn javadoc:javadoc``. The output will be in [target/site/apidocs/index.html](target/site/apidocs/index.html). -Here is the javadoc for [Service.java](target/site/apidocs/com/databricks/api/proto/mlflow/Service.html). - -## Java Client API - -See [ApiClient.java](src/main/java/org/mlflow/client/ApiClient.java) -and [Service.java domain objects](src/main/java/org/mlflow/api/proto/mlflow/Service.java). - -``` -Run getRun(String runUuid) -RunInfo createRun() -RunInfo createRun(long experimentId) -RunInfo createRun(long experimentId, String appName) -RunInfo createRun(CreateRun request) -List listRunInfos(long experimentId) - - -List listExperiments() -GetExperiment.Response getExperiment(long experimentId) -Optional getExperimentByName(String experimentName) -long createExperiment(String experimentName) - -void logParam(String runUuid, String key, String value) -void logMetric(String runUuid, String key, float value) -void setTerminated(String runUuid) -void setTerminated(String runUuid, RunStatus status) -void setTerminated(String runUuid, RunStatus status, long endTime) -ListArtifacts.Response listArtifacts(String runUuid, String path) -``` - -## Usage - -### Java Usage - -For a simple example see [QuickStartDriver.java](src/main/java/org/mlflow/client/samples/QuickStartDriver.java). -For full examples of API coverage see the [tests](src/test/java/org/mlflow/client) such as [ApiClientTest.java](src/test/java/org/mlflow/client/ApiClientTest.java). - -``` -package org.mlflow.tracking.samples; - -import java.util.List; -import java.util.Optional; - -import org.apache.log4j.Level; -import org.apache.log4j.LogManager; - -import org.mlflow.api.proto.Service.*; -import org.mlflow.tracking.MlflowClient; - -/** - * This is an example application which uses the MLflow Tracking API to create and manage - * experiments and runs. - */ -public class QuickStartDriver { - public static void main(String[] args) throws Exception { - (new QuickStartDriver()).process(args); - } - - void process(String[] args) throws Exception { - MlflowClient client; - if (args.length < 1) { - client = new MlflowClient(); - } else { - client = new MlflowClient(args[0]); - } - - boolean verbose = args.length >= 2 && "true".equals(args[1]); - if (verbose) { - LogManager.getLogger("org.mlflow.client").setLevel(Level.DEBUG); - } - - System.out.println("====== createExperiment"); - String expName = "Exp_" + System.currentTimeMillis(); - long expId = client.createExperiment(expName); - System.out.println("createExperiment: expId=" + expId); - - System.out.println("====== getExperiment"); - GetExperiment.Response exp = client.getExperiment(expId); - System.out.println("getExperiment: " + exp); - - System.out.println("====== listExperiments"); - List exps = client.listExperiments(); - System.out.println("#experiments: " + exps.size()); - exps.forEach(e -> System.out.println(" Exp: " + e)); - - createRun(client, expId); - - System.out.println("====== getExperiment again"); - GetExperiment.Response exp2 = client.getExperiment(expId); - System.out.println("getExperiment: " + exp2); - - System.out.println("====== getExperiment by name"); - Optional exp3 = client.getExperimentByName(expName); - System.out.println("getExperimentByName: " + exp3); - } - - void createRun(MlflowClient client, long expId) { - System.out.println("====== createRun"); - - // Create run - String sourceFile = "MyFile.java"; - RunInfo runCreated = client.createRun(expId, sourceFile); - System.out.println("CreateRun: " + runCreated); - String runId = runCreated.getRunUuid(); - - // Log parameters - client.logParam(runId, "min_samples_leaf", "2"); - client.logParam(runId, "max_depth", "3"); - - // Log metrics - client.logMetric(runId, "auc", 2.12F); - client.logMetric(runId, "accuracy_score", 3.12F); - client.logMetric(runId, "zero_one_loss", 4.12F); - - // Update finished run - client.setTerminated(runId, RunStatus.FINISHED); - - // Get run details - Run run = client.getRun(runId); - System.out.println("GetRun: " + run); - } -} -``` diff --git a/mlflow/java/client/bin/pom.xml b/mlflow/java/client/bin/pom.xml deleted file mode 100644 index 3cd6d4fefc0fd..0000000000000 --- a/mlflow/java/client/bin/pom.xml +++ /dev/null @@ -1,152 +0,0 @@ - - 4.0.0 - - - org.mlflow - mlflow-parent - 0.7.1 - ../pom.xml - - - mlflow-client - jar - 0.7.1 - MLflow Tracking API - http://mlflow.org - - org.mlflow_project - - - - - bintray - mlflow - https://api.bintray.com/maven/mlflow/mlflow/mlflow-client/;publish=1 - - - - - - org.slf4j - slf4j-api - - - org.apache.httpcomponents - httpclient - - - com.google.protobuf - protobuf-java - - - com.google.protobuf - protobuf-java-util - - - commons-io - commons-io - - - org.ini4j - ini4j - - - - - org.testng - testng - test - - - org.slf4j - slf4j-jdk14 - test - - - - - - - org.apache.maven.plugins - maven-checkstyle-plugin - - - org.apache.maven.plugins - maven-javadoc-plugin - - ${project.basedir}/src/main/java - com.databricks.api.proto.databricks:org.mlflow.scalapb_interface:org.mlflow.tracking.samples:org.mlflow.artifacts - - - Tracking API - org.mlflow.tracking:org.mlflow.tracking.* - - - - - - org.apache.maven.plugins - maven-source-plugin - - - - - org.apache.maven.plugins - maven-shade-plugin - - false - false - - - com.google.protobuf:protobuf-java - com.google.protobuf:protobuf-java-util - org.apache.httpcomponents:httpclient - com.google.guava:guava - com.google.code.gson:gson - commons-codec:commons-codec - commons-io:commons-io - commons-logging:commons-logging - org.apache.httpcomponents:httpcore - org.ini4j:ini4j - - - - - com.google - ${mlflow.shade.packageName}.google - - - org.apache.commons - ${mlflow.shade.packageName}.apachecommons - - - org.apache.http - ${mlflow.shade.packageName}.apachehttp - - - - com.databricks.api.proto.databricks - ${mlflow.shade.packageName}.databricks - - - org.ini4j - ${mlflow.shade.packageName}.ini4j - - - - - - package - - shade - - - - - - - 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"json", - "name": "PipelineModel_459ebc5d1d1d28980c4b", - "timestamp": "2018-08-10T11:34:28.990", - "version": "0.10.0", - "uid": "bd046b00-9be9-4d68-bd63-4ace4ef60bfa" -} \ No newline at end of file diff --git a/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/model/root/HashingTF_4c4b809c39f34396eba1.node/model.json b/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/model/root/HashingTF_4c4b809c39f34396eba1.node/model.json deleted file mode 100644 index 081631551de6c..0000000000000 --- a/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/model/root/HashingTF_4c4b809c39f34396eba1.node/model.json +++ /dev/null @@ -1,11 +0,0 @@ -{ - "op": "hashing_term_frequency", - "attributes": { - "num_features": { - "long": 2000 - }, - "binary": { - - } - } -} \ No newline at end of file diff --git a/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/model/root/HashingTF_4c4b809c39f34396eba1.node/node.json b/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/model/root/HashingTF_4c4b809c39f34396eba1.node/node.json deleted file mode 100644 index 7ca8e313cbe38..0000000000000 --- a/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/model/root/HashingTF_4c4b809c39f34396eba1.node/node.json +++ /dev/null @@ -1,13 +0,0 @@ -{ - "name": "HashingTF_4c4b809c39f34396eba1", - "shape": { - "inputs": [{ - "port": "input", - "name": "words" - }], - "outputs": [{ - "port": "output", - "name": "features" - }] - } -} \ No newline at end of file diff --git a/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/model/root/LogisticRegression_4bcb80cd3dee34d548b6.node/model.json b/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/model/root/LogisticRegression_4bcb80cd3dee34d548b6.node/model.json deleted file mode 100644 index d005deee4ff4d..0000000000000 --- a/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/model/root/LogisticRegression_4bcb80cd3dee34d548b6.node/model.json +++ /dev/null @@ -1,31 +0,0 @@ -{ - "op": "logistic_regression", - "attributes": { - "num_classes": { - "long": 21 - }, - "coefficient_matrix": { - "double": [-0.1564107918023592, -0.25114513812809874, -0.7723355448800407, -0.13503625503675867, 0.1276731935509488, 0.5131384496502779, -1.2181886248937257, 0.9298409829168579, -1.5707414250618192, 0.7536295371160308, 1.423793392199874, -0.647892154426073, 0.5373030761041437, 0.908800541169088, 0.23382564922811935, 1.0235018252165649, -0.3766082185731273, 0.32553401183053793, -0.5729469694854958, 0.023585733369686966, -1.0993212700646315, -0.30605763919803863, -0.14357320961558007, -0.02956333971844902, 0.002524807485983864, 0.061160152775902255, -0.1611918575606429, 0.5335945778681638, 1.5516663399020938, -0.29270967925362534, 0.0013315263892658285, 0.40629362219862164, -0.3257062545226571, 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0.01539894388185119, 0.17741587822609525, 0.08546972500086758, 0.1337123201345502, 0.26965605680449856, 0.19031320848728017, 0.24320472911217425, 0.19511724809699849, 0.18551654659013622, 0.03593663932445376, -0.2912409286112545, -0.4865634211614643, -0.31196067953291307, -1.78641194906424], - "shape": { - "dimensions": [{ - "size": 21, - "name": "" - }] - }, - "type": "tensor" - } - } -} \ No newline at end of file diff --git a/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/model/root/LogisticRegression_4bcb80cd3dee34d548b6.node/node.json b/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/model/root/LogisticRegression_4bcb80cd3dee34d548b6.node/node.json deleted file mode 100644 index 5bace538c508f..0000000000000 --- a/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/model/root/LogisticRegression_4bcb80cd3dee34d548b6.node/node.json +++ /dev/null @@ -1,19 +0,0 @@ -{ - "name": "LogisticRegression_4bcb80cd3dee34d548b6", - "shape": { - "inputs": [{ - "port": "features", - "name": "features" - }], - "outputs": [{ - "port": "raw_prediction", - "name": "rawPrediction" - }, { - "port": "probability", - "name": "probability" - }, { - "port": "prediction", - "name": "prediction" - }] - } -} \ No newline at end of file diff --git a/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/model/root/StringIndexer_4cd08b474f8588514dbe.node/model.json b/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/model/root/StringIndexer_4cd08b474f8588514dbe.node/model.json deleted file mode 100644 index 1e1dd2bdbbff9..0000000000000 --- a/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/model/root/StringIndexer_4cd08b474f8588514dbe.node/model.json +++ /dev/null @@ -1,15 +0,0 @@ -{ - "op": "string_indexer", - "attributes": { - "labels": { - "string": ["rec.sport.hockey", "soc.religion.christian", "rec.motorcycles", "rec.sport.baseball", "sci.crypt", "sci.med", "rec.autos", "sci.space", "comp.windows.x", "comp.os.ms-windows.misc", "sci.electronics", "comp.sys.ibm.pc.hardware", "misc.forsale", "comp.graphics", "comp.sys.mac.hardware", "talk.politics.mideast", "talk.politics.guns", "alt.atheism", "talk.politics.misc", "talk.religion.misc"], - "type": "list" - }, - "handle_invalid": { - "string": "keep" - }, - "string_order_type": { - "string": "frequencyDesc" - } - } -} \ No newline at end of file diff --git a/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/model/root/StringIndexer_4cd08b474f8588514dbe.node/node.json b/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/model/root/StringIndexer_4cd08b474f8588514dbe.node/node.json deleted file mode 100644 index 89e005ddd4c87..0000000000000 --- a/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/model/root/StringIndexer_4cd08b474f8588514dbe.node/node.json +++ /dev/null @@ -1,13 +0,0 @@ -{ - "name": "StringIndexer_4cd08b474f8588514dbe", - "shape": { - "inputs": [{ - "port": "input", - "name": "topic" - }], - "outputs": [{ - "port": "output", - "name": "label" - }] - } -} \ No newline at end of file diff --git a/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/model/root/Tokenizer_44838bc191653ca4f609.node/model.json b/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/model/root/Tokenizer_44838bc191653ca4f609.node/model.json deleted file mode 100644 index 0e409e61eeabc..0000000000000 --- a/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/model/root/Tokenizer_44838bc191653ca4f609.node/model.json +++ /dev/null @@ -1,6 +0,0 @@ -{ - "op": "tokenizer", - "attributes": { - - } -} \ No newline at end of file diff --git a/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/model/root/Tokenizer_44838bc191653ca4f609.node/node.json b/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/model/root/Tokenizer_44838bc191653ca4f609.node/node.json deleted file mode 100644 index ca8270faea042..0000000000000 --- a/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/model/root/Tokenizer_44838bc191653ca4f609.node/node.json +++ /dev/null @@ -1,13 +0,0 @@ -{ - "name": "Tokenizer_44838bc191653ca4f609", - "shape": { - "inputs": [{ - "port": "input", - "name": "text" - }], - "outputs": [{ - "port": "output", - "name": "words" - }] - } -} \ No newline at end of file diff --git a/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/model/root/model.json b/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/model/root/model.json deleted file mode 100644 index 634b1d684e81d..0000000000000 --- a/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/model/root/model.json +++ /dev/null @@ -1,9 +0,0 @@ -{ - "op": "pipeline", - "attributes": { - "nodes": { - "string": ["StringIndexer_4cd08b474f8588514dbe", "Tokenizer_44838bc191653ca4f609", "HashingTF_4c4b809c39f34396eba1", "LogisticRegression_4bcb80cd3dee34d548b6"], - "type": "list" - } - } -} \ No newline at end of file diff --git a/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/model/root/node.json b/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/model/root/node.json deleted file mode 100644 index d30802bd09295..0000000000000 --- a/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/model/root/node.json +++ /dev/null @@ -1,7 +0,0 @@ -{ - "name": "PipelineModel_459ebc5d1d1d28980c4b", - "shape": { - "inputs": [], - "outputs": [] - } -} \ No newline at end of file diff --git a/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/schema.json b/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/schema.json deleted file mode 100644 index 1f1b71e0301c1..0000000000000 --- a/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/mleap/schema.json +++ /dev/null @@ -1,17 +0,0 @@ -{ - "fields": [ - { - "nullable": true, - "type": "string", - "name": "text", - "metadata": {} - }, - { - "nullable": true, - "type": "string", - "name": "topic", - "metadata": {} - } - ], - "type": "struct" -} diff --git a/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/sample_input.json b/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/sample_input.json deleted file mode 100644 index 91f7f3508a2e8..0000000000000 --- a/mlflow/java/scoring/bin/src/test/resources/org/mlflow/mleap_model/sample_input.json +++ /dev/null @@ -1,6 +0,0 @@ -[ - { - "topic": "alt.atheism", - "text": "From: marshall@csugrad.cs.vt.edu (Kevin Marshall) Subject: Re: Faith and Dogma Organization: Virginia Tech Computer Science Dept, Blacksburg, VA Lines: 96 NNTP-Posting-Host: csugrad.cs.vt.edsadsadasdasdaddu tgk@cs.toronto.edu (Todd Kelley) writes: >In light of what happened in Waco, I need to get something of my >chest. > >Faith and dogma are dangerous. " - } -] \ No newline at end of file diff --git a/mlflow/java/scoring/bin/src/test/resources/org/mlflow/models/sample_model_root/MLmodel b/mlflow/java/scoring/bin/src/test/resources/org/mlflow/models/sample_model_root/MLmodel deleted file mode 100644 index 04ca3ddf8827d..0000000000000 --- a/mlflow/java/scoring/bin/src/test/resources/org/mlflow/models/sample_model_root/MLmodel +++ /dev/null @@ -1,6 +0,0 @@ -flavors: - mleap: - input_schema: mleap/schema.json - mleap_version: 0.8.1 - model_data: mleap/model -utc_time_created: '2018-08-10 18:34:28.720095' diff --git a/mlflow/java/scoring/bin/src/test/resources/org/mlflow/sagemaker/sample_leapframe.json b/mlflow/java/scoring/bin/src/test/resources/org/mlflow/sagemaker/sample_leapframe.json deleted file mode 100644 index 69d2cb4d169aa..0000000000000 --- a/mlflow/java/scoring/bin/src/test/resources/org/mlflow/sagemaker/sample_leapframe.json +++ /dev/null @@ -1,20 +0,0 @@ -{ - "rows": [ - [ - "From: marshall@csugrad.cs.vt.edu (Kevin Marshall) Subject: Re: Faith and Dogma Organization: Virginia Tech Computer Science Dept, Blacksburg, VA Lines: 96 NNTP-Posting-Host: csugrad.cs.vt.edsadsadasdasdaddu tgk@cs.toronto.edu (Todd Kelley) writes: >In light of what happened in Waco, I need to get something of my >chest. > >Faith and dogma are dangerous. ", - "alt.atheism" - ] - ], - "schema": { - "fields": [ - { - "type": "string", - "name": "text" - }, - { - "type": "string", - "name": "topic" - } - ] - } -} \ No newline at end of file From 39f8126186fa6f14576de852198cb31098b14532 Mon Sep 17 00:00:00 2001 From: Amey Agrawal Date: Thu, 25 Oct 2018 12:29:06 +0530 Subject: [PATCH 06/10] documentation change --- examples/qubole/readme.md | 8 ++++++-- 1 file changed, 6 insertions(+), 2 deletions(-) diff --git a/examples/qubole/readme.md b/examples/qubole/readme.md index 67d691f602524..f7d95b9c8f064 100644 --- a/examples/qubole/readme.md +++ b/examples/qubole/readme.md @@ -18,12 +18,16 @@ To run a long-lived, shared MLflow tracking server, launch an EC2 instance to ru Create an Anaconda with Python 3 AMI EC2 instance.You can use a t2.micro (Free-tier) instance for test environment. This AMI already has conda and many other packages needed pre-installed. Install mlflow: pip install mlflow. -Open port 5000 for MLflow server; an example of how to do this via How to open a web server port on EC2 instance. Opening up port 5000 to the Internet will allow anyone to access your server, so it is recommended to only open up the port within an AWS VPC that your Databricks clusters have access to. +Open port 5000 for MLflow server; an example of how to do this via How to open a web server port on EC2 instance. Opening up port 5000 to the Internet will allow anyone to access your server, so it is recommended to only open up the port within an AWS VPC that your Qubole clusters have access to. Configure your AWS credentials on the instance. The optimal configuration for MLflow Remote Tracking is to use the default-artifact-root option to store your artifacts in an S3 bucket. SSH into your EC2 instance, e.g. ssh -i ~/.ssh/.pem ubuntu@..compute.amazonaws.com. Configure your S3 credentials via aws cli; for more information, refer to Configuring the AWS CLI. Run the Tracking Server -Start the tracking server: mlflow server --default-artifact-root s3:// --host 0.0.0.0. For more information, refer to MLflow > Running a Tracking Server. +Start the tracking server: +```sh +mlflow server --default-artifact-root s3:// --host 0.0.0.0. +``` +For more information, refer to MLflow > Running a Tracking Server. Test connectivity of your tracking server. Go to http://:5000; it should look similar to ![](https://docs.databricks.com/_static/images/mlflow/mlflow-web-ui.png) From 562b4d78f17156ca934444a4c3f5326351e0023d Mon Sep 17 00:00:00 2001 From: Amey Agrawal Date: Thu, 25 Oct 2018 14:39:15 +0530 Subject: [PATCH 07/10] hide creds from user --- .../0/66c892481b78466b9dbd7ed7069e54df/meta.yaml | 14 ++++++++++++++ .../66c892481b78466b9dbd7ed7069e54df/params/alpha | 1 + .../params/l1_ratio | 1 + .../tags/mlflow.qubole.commandID | 1 + .../tags/mlflow.qubole.commandURL | 1 + .../0/a3aaf3833945439087da68ccad03853e/meta.yaml | 14 ++++++++++++++ .../a3aaf3833945439087da68ccad03853e/params/alpha | 1 + .../params/l1_ratio | 1 + .../tags/mlflow.qubole.commandID | 1 + .../tags/mlflow.qubole.commandURL | 1 + .../0/c578fb3dfedd4e58a5ea49716cb8c3c6/meta.yaml | 14 ++++++++++++++ .../c578fb3dfedd4e58a5ea49716cb8c3c6/params/alpha | 1 + .../params/l1_ratio | 1 + .../tags/mlflow.qubole.commandID | 1 + .../tags/mlflow.qubole.commandURL | 1 + localhost:10010/0/meta.yaml | 4 ++++ mlflow/projects/qubole.py | 2 ++ 17 files changed, 60 insertions(+) create mode 100644 localhost:10010/0/66c892481b78466b9dbd7ed7069e54df/meta.yaml create mode 100644 localhost:10010/0/66c892481b78466b9dbd7ed7069e54df/params/alpha create mode 100644 localhost:10010/0/66c892481b78466b9dbd7ed7069e54df/params/l1_ratio create mode 100644 localhost:10010/0/66c892481b78466b9dbd7ed7069e54df/tags/mlflow.qubole.commandID create mode 100644 localhost:10010/0/66c892481b78466b9dbd7ed7069e54df/tags/mlflow.qubole.commandURL create mode 100644 localhost:10010/0/a3aaf3833945439087da68ccad03853e/meta.yaml create mode 100644 localhost:10010/0/a3aaf3833945439087da68ccad03853e/params/alpha create mode 100644 localhost:10010/0/a3aaf3833945439087da68ccad03853e/params/l1_ratio create mode 100644 localhost:10010/0/a3aaf3833945439087da68ccad03853e/tags/mlflow.qubole.commandID create mode 100644 localhost:10010/0/a3aaf3833945439087da68ccad03853e/tags/mlflow.qubole.commandURL create mode 100644 localhost:10010/0/c578fb3dfedd4e58a5ea49716cb8c3c6/meta.yaml create mode 100644 localhost:10010/0/c578fb3dfedd4e58a5ea49716cb8c3c6/params/alpha create mode 100644 localhost:10010/0/c578fb3dfedd4e58a5ea49716cb8c3c6/params/l1_ratio create mode 100644 localhost:10010/0/c578fb3dfedd4e58a5ea49716cb8c3c6/tags/mlflow.qubole.commandID create mode 100644 localhost:10010/0/c578fb3dfedd4e58a5ea49716cb8c3c6/tags/mlflow.qubole.commandURL create mode 100644 localhost:10010/0/meta.yaml diff --git a/localhost:10010/0/66c892481b78466b9dbd7ed7069e54df/meta.yaml b/localhost:10010/0/66c892481b78466b9dbd7ed7069e54df/meta.yaml new file mode 100644 index 0000000000000..0e45d1e2ad1a2 --- /dev/null +++ b/localhost:10010/0/66c892481b78466b9dbd7ed7069e54df/meta.yaml @@ -0,0 +1,14 @@ +artifact_uri: localhost:10010/0/66c892481b78466b9dbd7ed7069e54df/artifacts +end_time: null +entry_point_name: main +experiment_id: 0 +lifecycle_stage: active +name: '' +run_uuid: 66c892481b78466b9dbd7ed7069e54df +source_name: git@github.com:mlflow/mlflow-example.git +source_type: 3 +source_version: 7193f0c7fea755acd68abf8fd6050f5eeeb5e2b3 +start_time: 1540451563409 +status: 1 +tags: [] +user_id: ameya diff --git a/localhost:10010/0/66c892481b78466b9dbd7ed7069e54df/params/alpha b/localhost:10010/0/66c892481b78466b9dbd7ed7069e54df/params/alpha new file mode 100644 index 0000000000000..ea2303bc03f1f --- /dev/null +++ b/localhost:10010/0/66c892481b78466b9dbd7ed7069e54df/params/alpha @@ -0,0 +1 @@ +0.5 \ No newline at end of file diff --git a/localhost:10010/0/66c892481b78466b9dbd7ed7069e54df/params/l1_ratio b/localhost:10010/0/66c892481b78466b9dbd7ed7069e54df/params/l1_ratio new file mode 100644 index 0000000000000..ceab6e11ece0b --- /dev/null +++ b/localhost:10010/0/66c892481b78466b9dbd7ed7069e54df/params/l1_ratio @@ -0,0 +1 @@ +0.1 \ No newline at end of file diff --git a/localhost:10010/0/66c892481b78466b9dbd7ed7069e54df/tags/mlflow.qubole.commandID b/localhost:10010/0/66c892481b78466b9dbd7ed7069e54df/tags/mlflow.qubole.commandID new file mode 100644 index 0000000000000..22e3cd4b7f1e4 --- /dev/null +++ b/localhost:10010/0/66c892481b78466b9dbd7ed7069e54df/tags/mlflow.qubole.commandID @@ -0,0 +1 @@ +195961015 \ No newline at end of file diff --git a/localhost:10010/0/66c892481b78466b9dbd7ed7069e54df/tags/mlflow.qubole.commandURL b/localhost:10010/0/66c892481b78466b9dbd7ed7069e54df/tags/mlflow.qubole.commandURL new file mode 100644 index 0000000000000..e58a100bf68f9 --- /dev/null +++ b/localhost:10010/0/66c892481b78466b9dbd7ed7069e54df/tags/mlflow.qubole.commandURL @@ -0,0 +1 @@ +https://api.qubole.com/v2/analyze?command_id=195961015 \ No newline at end of file diff --git a/localhost:10010/0/a3aaf3833945439087da68ccad03853e/meta.yaml b/localhost:10010/0/a3aaf3833945439087da68ccad03853e/meta.yaml new file mode 100644 index 0000000000000..9448aff1078e0 --- /dev/null +++ b/localhost:10010/0/a3aaf3833945439087da68ccad03853e/meta.yaml @@ -0,0 +1,14 @@ +artifact_uri: localhost:10010/0/a3aaf3833945439087da68ccad03853e/artifacts +end_time: null +entry_point_name: main +experiment_id: 0 +lifecycle_stage: active +name: '' +run_uuid: a3aaf3833945439087da68ccad03853e +source_name: git@github.com:mlflow/mlflow-example.git +source_type: 3 +source_version: 7193f0c7fea755acd68abf8fd6050f5eeeb5e2b3 +start_time: 1540450863762 +status: 1 +tags: [] +user_id: ameya diff --git a/localhost:10010/0/a3aaf3833945439087da68ccad03853e/params/alpha b/localhost:10010/0/a3aaf3833945439087da68ccad03853e/params/alpha new file mode 100644 index 0000000000000..ea2303bc03f1f --- /dev/null +++ b/localhost:10010/0/a3aaf3833945439087da68ccad03853e/params/alpha @@ -0,0 +1 @@ +0.5 \ No newline at end of file diff --git a/localhost:10010/0/a3aaf3833945439087da68ccad03853e/params/l1_ratio b/localhost:10010/0/a3aaf3833945439087da68ccad03853e/params/l1_ratio new file mode 100644 index 0000000000000..ceab6e11ece0b --- /dev/null +++ b/localhost:10010/0/a3aaf3833945439087da68ccad03853e/params/l1_ratio @@ -0,0 +1 @@ +0.1 \ No newline at end of file diff --git a/localhost:10010/0/a3aaf3833945439087da68ccad03853e/tags/mlflow.qubole.commandID b/localhost:10010/0/a3aaf3833945439087da68ccad03853e/tags/mlflow.qubole.commandID new file mode 100644 index 0000000000000..d3722599b3dbb --- /dev/null +++ b/localhost:10010/0/a3aaf3833945439087da68ccad03853e/tags/mlflow.qubole.commandID @@ -0,0 +1 @@ +195958182 \ No newline at end of file diff --git a/localhost:10010/0/a3aaf3833945439087da68ccad03853e/tags/mlflow.qubole.commandURL b/localhost:10010/0/a3aaf3833945439087da68ccad03853e/tags/mlflow.qubole.commandURL new file mode 100644 index 0000000000000..c34e121f213d2 --- /dev/null +++ b/localhost:10010/0/a3aaf3833945439087da68ccad03853e/tags/mlflow.qubole.commandURL @@ -0,0 +1 @@ +https://api.qubole.com/v2/analyze?command_id=195958182 \ No newline at end of file diff --git a/localhost:10010/0/c578fb3dfedd4e58a5ea49716cb8c3c6/meta.yaml b/localhost:10010/0/c578fb3dfedd4e58a5ea49716cb8c3c6/meta.yaml new file mode 100644 index 0000000000000..3f3ac9cb2a80a --- /dev/null +++ b/localhost:10010/0/c578fb3dfedd4e58a5ea49716cb8c3c6/meta.yaml @@ -0,0 +1,14 @@ +artifact_uri: localhost:10010/0/c578fb3dfedd4e58a5ea49716cb8c3c6/artifacts +end_time: null +entry_point_name: main +experiment_id: 0 +lifecycle_stage: active +name: '' +run_uuid: c578fb3dfedd4e58a5ea49716cb8c3c6 +source_name: git@github.com:mlflow/mlflow-example.git +source_type: 3 +source_version: 7193f0c7fea755acd68abf8fd6050f5eeeb5e2b3 +start_time: 1540451274578 +status: 1 +tags: [] +user_id: ameya diff --git a/localhost:10010/0/c578fb3dfedd4e58a5ea49716cb8c3c6/params/alpha b/localhost:10010/0/c578fb3dfedd4e58a5ea49716cb8c3c6/params/alpha new file mode 100644 index 0000000000000..ea2303bc03f1f --- /dev/null +++ b/localhost:10010/0/c578fb3dfedd4e58a5ea49716cb8c3c6/params/alpha @@ -0,0 +1 @@ +0.5 \ No newline at end of file diff --git a/localhost:10010/0/c578fb3dfedd4e58a5ea49716cb8c3c6/params/l1_ratio b/localhost:10010/0/c578fb3dfedd4e58a5ea49716cb8c3c6/params/l1_ratio new file mode 100644 index 0000000000000..ceab6e11ece0b --- /dev/null +++ b/localhost:10010/0/c578fb3dfedd4e58a5ea49716cb8c3c6/params/l1_ratio @@ -0,0 +1 @@ +0.1 \ No newline at end of file diff --git a/localhost:10010/0/c578fb3dfedd4e58a5ea49716cb8c3c6/tags/mlflow.qubole.commandID b/localhost:10010/0/c578fb3dfedd4e58a5ea49716cb8c3c6/tags/mlflow.qubole.commandID new file mode 100644 index 0000000000000..57fe295386873 --- /dev/null +++ b/localhost:10010/0/c578fb3dfedd4e58a5ea49716cb8c3c6/tags/mlflow.qubole.commandID @@ -0,0 +1 @@ +195959926 \ No newline at end of file diff --git a/localhost:10010/0/c578fb3dfedd4e58a5ea49716cb8c3c6/tags/mlflow.qubole.commandURL b/localhost:10010/0/c578fb3dfedd4e58a5ea49716cb8c3c6/tags/mlflow.qubole.commandURL new file mode 100644 index 0000000000000..1c07943a6e01d --- /dev/null +++ b/localhost:10010/0/c578fb3dfedd4e58a5ea49716cb8c3c6/tags/mlflow.qubole.commandURL @@ -0,0 +1 @@ +https://api.qubole.com/v2/analyze?command_id=195959926 \ No newline at end of file diff --git a/localhost:10010/0/meta.yaml b/localhost:10010/0/meta.yaml new file mode 100644 index 0000000000000..a4cd7794266ba --- /dev/null +++ b/localhost:10010/0/meta.yaml @@ -0,0 +1,4 @@ +artifact_location: localhost:10010/0 +experiment_id: 0 +lifecycle_stage: active +name: Default diff --git a/mlflow/projects/qubole.py b/mlflow/projects/qubole.py index 92b47f6582c50..43a6880e28e14 100644 --- a/mlflow/projects/qubole.py +++ b/mlflow/projects/qubole.py @@ -142,8 +142,10 @@ def _get_qubole_run_script(project_s3_path, run_id, entry_point, parameters, env tar -xf {} # Configure boto creds source /usr/lib/hustler/bin/qubole-bash-lib.sh + set +x export AWS_ACCESS_KEY_ID=`nodeinfo s3_access_key_id` export AWS_SECRET_ACCESS_KEY=`nodeinfo s3_secret_access_key` + set -x export HOME=/home/yarn # Run mlflow mlflow run {} \ From 554b85fb68b9559ddc4506ffdb2bb7dd84251bba Mon Sep 17 00:00:00 2001 From: Amey Agrawal Date: Thu, 25 Oct 2018 15:27:14 +0530 Subject: [PATCH 08/10] fresh build --- mlflow/server/js/package-lock.json | 6837 ++++++++++++++-------------- 1 file changed, 3419 insertions(+), 3418 deletions(-) diff --git a/mlflow/server/js/package-lock.json b/mlflow/server/js/package-lock.json index 76acc076d2612..bdf99ddafaddc 100644 --- a/mlflow/server/js/package-lock.json +++ b/mlflow/server/js/package-lock.json @@ -20,10 +20,10 @@ "dev": true, "requires": { "@babel/types": "7.0.0-rc.1", - "jsesc": "2.5.1", - "lodash": "4.17.10", - "source-map": "0.5.7", - "trim-right": "1.0.1" + "jsesc": "^2.5.1", + "lodash": "^4.17.10", + "source-map": "^0.5.0", + "trim-right": "^1.0.1" }, "dependencies": { "jsesc": { @@ -75,9 +75,9 @@ "integrity": "sha512-5PgPDV6F5s69XNznTcP0za3qH7qgBkr9DVQTXfZtpF+3iEyuIZB1Mjxu52F5CFxgzQUQJoBYHVxtH4Itdb5MgA==", "dev": true, "requires": { - "chalk": "2.4.1", - "esutils": "2.0.2", - "js-tokens": "3.0.2" + "chalk": "^2.0.0", + "esutils": "^2.0.2", + "js-tokens": "^3.0.0" }, "dependencies": { "chalk": { @@ -86,9 +86,9 @@ "integrity": "sha512-ObN6h1v2fTJSmUXoS3nMQ92LbDK9be4TV+6G+omQlGJFdcUX5heKi1LZ1YnRMIgwTLEj3E24bT6tYni50rlCfQ==", "dev": true, "requires": { - "ansi-styles": "3.2.1", - "escape-string-regexp": "1.0.5", - "supports-color": "5.4.0" + "ansi-styles": "^3.2.1", + "escape-string-regexp": "^1.0.5", + "supports-color": "^5.3.0" } } } @@ -104,7 +104,7 @@ "resolved": "https://registry.npmjs.org/@babel/runtime/-/runtime-7.0.0.tgz", "integrity": "sha512-7hGhzlcmg01CvH1EHdSPVXYX1aJ8KCEyz6I9xYIi/asDtzBPMyMhVibhM/K6g/5qnKBwjZtp10bNZIEFTRW1MA==", "requires": { - "regenerator-runtime": "0.12.1" + "regenerator-runtime": "^0.12.0" }, "dependencies": { "regenerator-runtime": { @@ -123,7 +123,7 @@ "@babel/code-frame": "7.0.0-rc.1", "@babel/parser": "7.0.0-rc.1", "@babel/types": "7.0.0-rc.1", - "lodash": "4.17.10" + "lodash": "^4.17.10" } }, "@babel/traverse": { @@ -138,9 +138,9 @@ "@babel/helper-split-export-declaration": "7.0.0-rc.1", "@babel/parser": "7.0.0-rc.1", "@babel/types": "7.0.0-rc.1", - "debug": "3.1.0", - "globals": "11.7.0", - "lodash": "4.17.10" + "debug": "^3.1.0", + "globals": "^11.1.0", + "lodash": "^4.17.10" }, "dependencies": { "debug": { @@ -166,9 +166,9 @@ "integrity": "sha512-MBwO1JQKin9BwKTGydrYe4VDJbStCUy35IhJzeZt3FByOdx/q3CYaqMRrH70qVD2RA7+Xk8e3RN0mzKZkYBYuQ==", "dev": true, "requires": { - "esutils": "2.0.2", - "lodash": "4.17.10", - "to-fast-properties": "2.0.0" + "esutils": "^2.0.2", + "lodash": "^4.17.10", + "to-fast-properties": "^2.0.0" }, "dependencies": { "to-fast-properties": { @@ -195,7 +195,7 @@ "resolved": "https://registry.npmjs.org/accepts/-/accepts-1.3.5.tgz", "integrity": "sha1-63d99gEXI6OxTopywIBcjoZ0a9I=", "requires": { - "mime-types": "2.1.18", + "mime-types": "~2.1.18", "negotiator": "0.6.1" } }, @@ -209,7 +209,7 @@ "resolved": "https://registry.npmjs.org/acorn-dynamic-import/-/acorn-dynamic-import-2.0.2.tgz", "integrity": "sha1-x1K9IQvvZ5UBtsbLf8hPj0cVjMQ=", "requires": { - "acorn": "4.0.13" + "acorn": "^4.0.3" }, "dependencies": { "acorn": { @@ -224,7 +224,7 @@ "resolved": "https://registry.npmjs.org/acorn-globals/-/acorn-globals-3.1.0.tgz", "integrity": "sha1-/YJw9x+7SZawBPqIDuXUZXOnMb8=", "requires": { - "acorn": "4.0.13" + "acorn": "^4.0.4" }, "dependencies": { "acorn": { @@ -239,7 +239,7 @@ "resolved": "https://registry.npmjs.org/acorn-jsx/-/acorn-jsx-3.0.1.tgz", "integrity": "sha1-r9+UiPsezvyDSPb7IvRk4ypYs2s=", "requires": { - "acorn": "3.3.0" + "acorn": "^3.0.4" }, "dependencies": { "acorn": { @@ -259,10 +259,10 @@ "resolved": "https://registry.npmjs.org/ajv/-/ajv-5.5.2.tgz", "integrity": "sha1-c7Xuyj+rZT49P5Qis0GtQiBdyWU=", "requires": { - "co": "4.6.0", - "fast-deep-equal": "1.1.0", - "fast-json-stable-stringify": "2.0.0", - "json-schema-traverse": "0.3.1" + "co": "^4.6.0", + "fast-deep-equal": "^1.0.0", + "fast-json-stable-stringify": "^2.0.0", + "json-schema-traverse": "^0.3.0" } }, "ajv-keywords": { @@ -275,9 +275,9 @@ "resolved": "https://registry.npmjs.org/align-text/-/align-text-0.1.4.tgz", "integrity": "sha1-DNkKVhCT810KmSVsIrcGlDP60Rc=", "requires": { - "kind-of": "3.2.2", - "longest": "1.0.1", - "repeat-string": "1.6.1" + "kind-of": "^3.0.2", + "longest": "^1.0.1", + "repeat-string": "^1.5.2" }, "dependencies": { "kind-of": { @@ -285,7 +285,7 @@ "resolved": "https://registry.npmjs.org/kind-of/-/kind-of-3.2.2.tgz", "integrity": "sha1-MeohpzS6ubuw8yRm2JOupR5KPGQ=", "requires": { - "is-buffer": "1.1.6" + "is-buffer": "^1.1.5" } } } @@ -305,7 +305,7 @@ "resolved": "https://registry.npmjs.org/ansi-align/-/ansi-align-2.0.0.tgz", "integrity": "sha1-w2rsy6VjuJzrVW82kPCx2eNUf38=", "requires": { - "string-width": "2.1.1" + "string-width": "^2.0.0" } }, "ansi-escapes": { @@ -328,7 +328,7 @@ "resolved": "https://registry.npmjs.org/ansi-styles/-/ansi-styles-3.2.1.tgz", "integrity": "sha512-VT0ZI6kZRdTh8YyJw3SMbYm/u+NqfsAxEpWO0Pf9sq8/e94WxxOpPKx9FR1FlyCtOVDNOQ+8ntlqFxiRc+r5qA==", "requires": { - "color-convert": "1.9.1" + "color-convert": "^1.9.0" } }, "anymatch": { @@ -336,8 +336,8 @@ "resolved": "https://registry.npmjs.org/anymatch/-/anymatch-1.3.2.tgz", "integrity": "sha512-0XNayC8lTHQ2OI8aljNCN3sSx6hsr/1+rlcDAotXJR7C1oZZHCNsfpbKwMjRA3Uqb5tF1Rae2oloTr4xpq+WjA==", "requires": { - "micromatch": "2.3.11", - "normalize-path": "2.1.1" + "micromatch": "^2.1.5", + "normalize-path": "^2.0.0" }, "dependencies": { "arr-diff": { @@ -345,7 +345,7 @@ "resolved": "https://registry.npmjs.org/arr-diff/-/arr-diff-2.0.0.tgz", "integrity": "sha1-jzuCf5Vai9ZpaX5KQlasPOrjVs8=", "requires": { - "arr-flatten": "1.1.0" + "arr-flatten": "^1.0.1" } }, "array-unique": { @@ -358,9 +358,9 @@ "resolved": "https://registry.npmjs.org/braces/-/braces-1.8.5.tgz", "integrity": "sha1-uneWLhLf+WnWt2cR6RS3N4V79qc=", "requires": { - "expand-range": "1.8.2", - "preserve": "0.2.0", - "repeat-element": "1.1.2" + "expand-range": "^1.8.1", + "preserve": "^0.2.0", + "repeat-element": "^1.1.2" } }, "expand-brackets": { @@ -368,7 +368,7 @@ "resolved": "https://registry.npmjs.org/expand-brackets/-/expand-brackets-0.1.5.tgz", "integrity": "sha1-3wcoTjQqgHzXM6xa9yQR5YHRF3s=", "requires": { - "is-posix-bracket": "0.1.1" + "is-posix-bracket": "^0.1.0" } }, "extglob": { @@ -376,7 +376,7 @@ "resolved": "https://registry.npmjs.org/extglob/-/extglob-0.3.2.tgz", "integrity": "sha1-Lhj/PS9JqydlzskCPwEdqo2DSaE=", "requires": { - "is-extglob": "1.0.0" + "is-extglob": "^1.0.0" } }, "kind-of": { @@ -384,7 +384,7 @@ "resolved": "https://registry.npmjs.org/kind-of/-/kind-of-3.2.2.tgz", "integrity": "sha1-MeohpzS6ubuw8yRm2JOupR5KPGQ=", "requires": { - "is-buffer": "1.1.6" + "is-buffer": "^1.1.5" } }, "micromatch": { @@ -392,19 +392,19 @@ "resolved": "https://registry.npmjs.org/micromatch/-/micromatch-2.3.11.tgz", "integrity": "sha1-hmd8l9FyCzY0MdBNDRUpO9OMFWU=", "requires": { - 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"integrity": "sha512-6w+3tHbM87WnSWnENBUvA2pxJPLhQUg5LKwUQHq3r+XPhIM+Gh2R5ycbwPCyuGbNg+lPgdcnQUhuC02kJCvffQ==", "requires": { - "errno": "0.1.7" + "errno": "~0.1.7" } }, "wrap-ansi": { @@ -15976,8 +15977,8 @@ "resolved": "https://registry.npmjs.org/wrap-ansi/-/wrap-ansi-2.1.0.tgz", "integrity": "sha1-2Pw9KE3QV5T+hJc8rs3Rz4JP3YU=", "requires": { - "string-width": "1.0.2", - "strip-ansi": "3.0.1" + "string-width": "^1.0.1", + "strip-ansi": "^3.0.1" }, "dependencies": { "is-fullwidth-code-point": { @@ -15985,7 +15986,7 @@ "resolved": "https://registry.npmjs.org/is-fullwidth-code-point/-/is-fullwidth-code-point-1.0.0.tgz", "integrity": "sha1-754xOG8DGn8NZDr4L95QxFfvAMs=", "requires": { - "number-is-nan": "1.0.1" + "number-is-nan": "^1.0.0" } }, "string-width": { @@ -15993,9 +15994,9 @@ "resolved": "https://registry.npmjs.org/string-width/-/string-width-1.0.2.tgz", "integrity": "sha1-EYvfW4zcUaKn5w0hHgfisLmxB9M=", "requires": { - "code-point-at": "1.1.0", - "is-fullwidth-code-point": "1.0.0", - "strip-ansi": "3.0.1" + "code-point-at": "^1.0.0", + "is-fullwidth-code-point": "^1.0.0", + "strip-ansi": "^3.0.0" } } } @@ -16010,7 +16011,7 @@ "resolved": "https://registry.npmjs.org/write/-/write-0.2.1.tgz", "integrity": "sha1-X8A4KOJkzqP+kUVUdvejxWbLB1c=", "requires": { - "mkdirp": "0.5.1" + "mkdirp": "^0.5.1" } }, "write-file-atomic": { @@ -16018,9 +16019,9 @@ "resolved": "https://registry.npmjs.org/write-file-atomic/-/write-file-atomic-2.3.0.tgz", "integrity": "sha512-xuPeK4OdjWqtfi59ylvVL0Yn35SF3zgcAcv7rBPFHVaEapaDr4GdGgm3j7ckTwH9wHL7fGmgfAnb0+THrHb8tA==", "requires": { - "graceful-fs": "4.1.11", - "imurmurhash": "0.1.4", - "signal-exit": "3.0.2" + "graceful-fs": "^4.1.11", + "imurmurhash": "^0.1.4", + "signal-exit": "^3.0.2" } }, "xdg-basedir": { @@ -16053,19 +16054,19 @@ "resolved": "https://registry.npmjs.org/yargs/-/yargs-7.1.0.tgz", "integrity": "sha1-a6MY6xaWFyf10oT46gA+jWFU0Mg=", "requires": { - "camelcase": "3.0.0", - "cliui": "3.2.0", - "decamelize": "1.2.0", - "get-caller-file": "1.0.2", - "os-locale": "1.4.0", - "read-pkg-up": "1.0.1", - "require-directory": "2.1.1", - "require-main-filename": "1.0.1", - "set-blocking": "2.0.0", - "string-width": "1.0.2", - "which-module": "1.0.0", - "y18n": "3.2.1", - "yargs-parser": "5.0.0" + "camelcase": "^3.0.0", + "cliui": "^3.2.0", + "decamelize": "^1.1.1", + "get-caller-file": "^1.0.1", + "os-locale": "^1.4.0", + "read-pkg-up": "^1.0.1", + "require-directory": "^2.1.1", + "require-main-filename": "^1.0.1", + "set-blocking": "^2.0.0", + "string-width": "^1.0.2", + "which-module": "^1.0.0", + "y18n": "^3.2.1", + "yargs-parser": "^5.0.0" }, "dependencies": { "camelcase": { @@ -16078,9 +16079,9 @@ "resolved": "https://registry.npmjs.org/cliui/-/cliui-3.2.0.tgz", "integrity": "sha1-EgYBU3qRbSmUD5NNo7SNWFo5IT0=", "requires": { - "string-width": "1.0.2", - "strip-ansi": "3.0.1", - "wrap-ansi": "2.1.0" + "string-width": "^1.0.1", + "strip-ansi": "^3.0.1", + "wrap-ansi": "^2.0.0" } }, "is-fullwidth-code-point": { @@ -16088,7 +16089,7 @@ "resolved": "https://registry.npmjs.org/is-fullwidth-code-point/-/is-fullwidth-code-point-1.0.0.tgz", "integrity": "sha1-754xOG8DGn8NZDr4L95QxFfvAMs=", "requires": { - "number-is-nan": "1.0.1" + "number-is-nan": "^1.0.0" } }, "string-width": { @@ -16096,9 +16097,9 @@ "resolved": "https://registry.npmjs.org/string-width/-/string-width-1.0.2.tgz", "integrity": "sha1-EYvfW4zcUaKn5w0hHgfisLmxB9M=", "requires": { - "code-point-at": "1.1.0", - "is-fullwidth-code-point": "1.0.0", - "strip-ansi": "3.0.1" + "code-point-at": "^1.0.0", + "is-fullwidth-code-point": "^1.0.0", + "strip-ansi": "^3.0.0" } } } @@ -16108,7 +16109,7 @@ "resolved": "https://registry.npmjs.org/yargs-parser/-/yargs-parser-5.0.0.tgz", "integrity": "sha1-J17PDX/+Bcd+ZOfIbkzZS/DhIoo=", "requires": { - "camelcase": "3.0.0" + "camelcase": "^3.0.0" }, "dependencies": { "camelcase": { @@ -16124,11 +16125,11 @@ "integrity": "sha512-Jg8fLV+ax2E5kHtAFAvh/JzMnpgyQykZS1DG8NAqojzsLjfSWKi1fX6VxHkYuQyyqPcH4bvStTBX/aF5CFhv4Q==", "requires": { "@babel/runtime": "7.0.0", - "fn-name": "2.0.1", - "lodash": "4.17.10", - "property-expr": "1.5.1", - "synchronous-promise": "2.0.5", - "toposort": "2.0.2" + "fn-name": "~2.0.1", + "lodash": "^4.17.10", + "property-expr": "^1.5.0", + "synchronous-promise": "^2.0.5", + "toposort": "^2.0.2" }, "dependencies": { "toposort": { From d67622019c7eddff32421028e604811717933009 Mon Sep 17 00:00:00 2001 From: Amey Agrawal Date: Thu, 25 Oct 2018 15:30:25 +0530 Subject: [PATCH 09/10] removed more trash --- .../0/66c892481b78466b9dbd7ed7069e54df/meta.yaml | 14 -------------- .../66c892481b78466b9dbd7ed7069e54df/params/alpha | 1 - .../params/l1_ratio | 1 - .../tags/mlflow.qubole.commandID | 1 - .../tags/mlflow.qubole.commandURL | 1 - .../0/a3aaf3833945439087da68ccad03853e/meta.yaml | 14 -------------- .../a3aaf3833945439087da68ccad03853e/params/alpha | 1 - .../params/l1_ratio | 1 - .../tags/mlflow.qubole.commandID | 1 - .../tags/mlflow.qubole.commandURL | 1 - .../0/c578fb3dfedd4e58a5ea49716cb8c3c6/meta.yaml | 14 -------------- .../c578fb3dfedd4e58a5ea49716cb8c3c6/params/alpha | 1 - .../params/l1_ratio | 1 - .../tags/mlflow.qubole.commandID | 1 - .../tags/mlflow.qubole.commandURL | 1 - localhost:10010/0/meta.yaml | 4 ---- 16 files changed, 58 deletions(-) delete mode 100644 localhost:10010/0/66c892481b78466b9dbd7ed7069e54df/meta.yaml delete mode 100644 localhost:10010/0/66c892481b78466b9dbd7ed7069e54df/params/alpha delete mode 100644 localhost:10010/0/66c892481b78466b9dbd7ed7069e54df/params/l1_ratio delete mode 100644 localhost:10010/0/66c892481b78466b9dbd7ed7069e54df/tags/mlflow.qubole.commandID delete mode 100644 localhost:10010/0/66c892481b78466b9dbd7ed7069e54df/tags/mlflow.qubole.commandURL delete mode 100644 localhost:10010/0/a3aaf3833945439087da68ccad03853e/meta.yaml delete mode 100644 localhost:10010/0/a3aaf3833945439087da68ccad03853e/params/alpha delete mode 100644 localhost:10010/0/a3aaf3833945439087da68ccad03853e/params/l1_ratio delete mode 100644 localhost:10010/0/a3aaf3833945439087da68ccad03853e/tags/mlflow.qubole.commandID delete mode 100644 localhost:10010/0/a3aaf3833945439087da68ccad03853e/tags/mlflow.qubole.commandURL delete mode 100644 localhost:10010/0/c578fb3dfedd4e58a5ea49716cb8c3c6/meta.yaml delete mode 100644 localhost:10010/0/c578fb3dfedd4e58a5ea49716cb8c3c6/params/alpha delete mode 100644 localhost:10010/0/c578fb3dfedd4e58a5ea49716cb8c3c6/params/l1_ratio delete mode 100644 localhost:10010/0/c578fb3dfedd4e58a5ea49716cb8c3c6/tags/mlflow.qubole.commandID delete mode 100644 localhost:10010/0/c578fb3dfedd4e58a5ea49716cb8c3c6/tags/mlflow.qubole.commandURL delete mode 100644 localhost:10010/0/meta.yaml diff --git a/localhost:10010/0/66c892481b78466b9dbd7ed7069e54df/meta.yaml b/localhost:10010/0/66c892481b78466b9dbd7ed7069e54df/meta.yaml deleted file mode 100644 index 0e45d1e2ad1a2..0000000000000 --- a/localhost:10010/0/66c892481b78466b9dbd7ed7069e54df/meta.yaml +++ /dev/null @@ -1,14 +0,0 @@ -artifact_uri: localhost:10010/0/66c892481b78466b9dbd7ed7069e54df/artifacts -end_time: null -entry_point_name: main -experiment_id: 0 -lifecycle_stage: active -name: '' -run_uuid: 66c892481b78466b9dbd7ed7069e54df -source_name: git@github.com:mlflow/mlflow-example.git -source_type: 3 -source_version: 7193f0c7fea755acd68abf8fd6050f5eeeb5e2b3 -start_time: 1540451563409 -status: 1 -tags: [] -user_id: ameya diff --git a/localhost:10010/0/66c892481b78466b9dbd7ed7069e54df/params/alpha b/localhost:10010/0/66c892481b78466b9dbd7ed7069e54df/params/alpha deleted file mode 100644 index ea2303bc03f1f..0000000000000 --- a/localhost:10010/0/66c892481b78466b9dbd7ed7069e54df/params/alpha +++ /dev/null @@ -1 +0,0 @@ -0.5 \ No newline at end of file diff --git a/localhost:10010/0/66c892481b78466b9dbd7ed7069e54df/params/l1_ratio b/localhost:10010/0/66c892481b78466b9dbd7ed7069e54df/params/l1_ratio deleted file mode 100644 index ceab6e11ece0b..0000000000000 --- a/localhost:10010/0/66c892481b78466b9dbd7ed7069e54df/params/l1_ratio +++ /dev/null @@ -1 +0,0 @@ -0.1 \ No newline at end of file diff --git a/localhost:10010/0/66c892481b78466b9dbd7ed7069e54df/tags/mlflow.qubole.commandID b/localhost:10010/0/66c892481b78466b9dbd7ed7069e54df/tags/mlflow.qubole.commandID deleted file mode 100644 index 22e3cd4b7f1e4..0000000000000 --- a/localhost:10010/0/66c892481b78466b9dbd7ed7069e54df/tags/mlflow.qubole.commandID +++ /dev/null @@ -1 +0,0 @@ -195961015 \ No newline at end of file diff --git a/localhost:10010/0/66c892481b78466b9dbd7ed7069e54df/tags/mlflow.qubole.commandURL b/localhost:10010/0/66c892481b78466b9dbd7ed7069e54df/tags/mlflow.qubole.commandURL deleted file mode 100644 index e58a100bf68f9..0000000000000 --- a/localhost:10010/0/66c892481b78466b9dbd7ed7069e54df/tags/mlflow.qubole.commandURL +++ /dev/null @@ -1 +0,0 @@ -https://api.qubole.com/v2/analyze?command_id=195961015 \ No newline at end of file diff --git a/localhost:10010/0/a3aaf3833945439087da68ccad03853e/meta.yaml b/localhost:10010/0/a3aaf3833945439087da68ccad03853e/meta.yaml deleted file mode 100644 index 9448aff1078e0..0000000000000 --- a/localhost:10010/0/a3aaf3833945439087da68ccad03853e/meta.yaml +++ /dev/null @@ -1,14 +0,0 @@ -artifact_uri: localhost:10010/0/a3aaf3833945439087da68ccad03853e/artifacts -end_time: null -entry_point_name: main -experiment_id: 0 -lifecycle_stage: active -name: '' -run_uuid: a3aaf3833945439087da68ccad03853e -source_name: git@github.com:mlflow/mlflow-example.git -source_type: 3 -source_version: 7193f0c7fea755acd68abf8fd6050f5eeeb5e2b3 -start_time: 1540450863762 -status: 1 -tags: [] -user_id: ameya diff --git a/localhost:10010/0/a3aaf3833945439087da68ccad03853e/params/alpha b/localhost:10010/0/a3aaf3833945439087da68ccad03853e/params/alpha deleted file mode 100644 index ea2303bc03f1f..0000000000000 --- a/localhost:10010/0/a3aaf3833945439087da68ccad03853e/params/alpha +++ /dev/null @@ -1 +0,0 @@ -0.5 \ No newline at end of file diff --git a/localhost:10010/0/a3aaf3833945439087da68ccad03853e/params/l1_ratio b/localhost:10010/0/a3aaf3833945439087da68ccad03853e/params/l1_ratio deleted file mode 100644 index ceab6e11ece0b..0000000000000 --- a/localhost:10010/0/a3aaf3833945439087da68ccad03853e/params/l1_ratio +++ /dev/null @@ -1 +0,0 @@ -0.1 \ No newline at end of file diff --git a/localhost:10010/0/a3aaf3833945439087da68ccad03853e/tags/mlflow.qubole.commandID b/localhost:10010/0/a3aaf3833945439087da68ccad03853e/tags/mlflow.qubole.commandID deleted file mode 100644 index d3722599b3dbb..0000000000000 --- a/localhost:10010/0/a3aaf3833945439087da68ccad03853e/tags/mlflow.qubole.commandID +++ /dev/null @@ -1 +0,0 @@ -195958182 \ No newline at end of file diff --git a/localhost:10010/0/a3aaf3833945439087da68ccad03853e/tags/mlflow.qubole.commandURL b/localhost:10010/0/a3aaf3833945439087da68ccad03853e/tags/mlflow.qubole.commandURL deleted file mode 100644 index c34e121f213d2..0000000000000 --- a/localhost:10010/0/a3aaf3833945439087da68ccad03853e/tags/mlflow.qubole.commandURL +++ /dev/null @@ -1 +0,0 @@ -https://api.qubole.com/v2/analyze?command_id=195958182 \ No newline at end of file diff --git a/localhost:10010/0/c578fb3dfedd4e58a5ea49716cb8c3c6/meta.yaml b/localhost:10010/0/c578fb3dfedd4e58a5ea49716cb8c3c6/meta.yaml deleted file mode 100644 index 3f3ac9cb2a80a..0000000000000 --- a/localhost:10010/0/c578fb3dfedd4e58a5ea49716cb8c3c6/meta.yaml +++ /dev/null @@ -1,14 +0,0 @@ -artifact_uri: localhost:10010/0/c578fb3dfedd4e58a5ea49716cb8c3c6/artifacts -end_time: null -entry_point_name: main -experiment_id: 0 -lifecycle_stage: active -name: '' -run_uuid: c578fb3dfedd4e58a5ea49716cb8c3c6 -source_name: git@github.com:mlflow/mlflow-example.git -source_type: 3 -source_version: 7193f0c7fea755acd68abf8fd6050f5eeeb5e2b3 -start_time: 1540451274578 -status: 1 -tags: [] -user_id: ameya diff --git a/localhost:10010/0/c578fb3dfedd4e58a5ea49716cb8c3c6/params/alpha b/localhost:10010/0/c578fb3dfedd4e58a5ea49716cb8c3c6/params/alpha deleted file mode 100644 index ea2303bc03f1f..0000000000000 --- a/localhost:10010/0/c578fb3dfedd4e58a5ea49716cb8c3c6/params/alpha +++ /dev/null @@ -1 +0,0 @@ -0.5 \ No newline at end of file diff --git a/localhost:10010/0/c578fb3dfedd4e58a5ea49716cb8c3c6/params/l1_ratio b/localhost:10010/0/c578fb3dfedd4e58a5ea49716cb8c3c6/params/l1_ratio deleted file mode 100644 index ceab6e11ece0b..0000000000000 --- a/localhost:10010/0/c578fb3dfedd4e58a5ea49716cb8c3c6/params/l1_ratio +++ /dev/null @@ -1 +0,0 @@ -0.1 \ No newline at end of file diff --git a/localhost:10010/0/c578fb3dfedd4e58a5ea49716cb8c3c6/tags/mlflow.qubole.commandID b/localhost:10010/0/c578fb3dfedd4e58a5ea49716cb8c3c6/tags/mlflow.qubole.commandID deleted file mode 100644 index 57fe295386873..0000000000000 --- a/localhost:10010/0/c578fb3dfedd4e58a5ea49716cb8c3c6/tags/mlflow.qubole.commandID +++ /dev/null @@ -1 +0,0 @@ -195959926 \ No newline at end of file diff --git a/localhost:10010/0/c578fb3dfedd4e58a5ea49716cb8c3c6/tags/mlflow.qubole.commandURL b/localhost:10010/0/c578fb3dfedd4e58a5ea49716cb8c3c6/tags/mlflow.qubole.commandURL deleted file mode 100644 index 1c07943a6e01d..0000000000000 --- a/localhost:10010/0/c578fb3dfedd4e58a5ea49716cb8c3c6/tags/mlflow.qubole.commandURL +++ /dev/null @@ -1 +0,0 @@ -https://api.qubole.com/v2/analyze?command_id=195959926 \ No newline at end of file diff --git a/localhost:10010/0/meta.yaml b/localhost:10010/0/meta.yaml deleted file mode 100644 index a4cd7794266ba..0000000000000 --- a/localhost:10010/0/meta.yaml +++ /dev/null @@ -1,4 +0,0 @@ -artifact_location: localhost:10010/0 -experiment_id: 0 -lifecycle_stage: active -name: Default From b09997515a76ef783bd1517a335ef735703a681e Mon Sep 17 00:00:00 2001 From: Amey Agrawal Date: Thu, 25 Oct 2018 15:35:46 +0530 Subject: [PATCH 10/10] removed more trash --- .gitignore | 8 ++- .../java/.settings/org.eclipse.m2e.core.prefs | 4 -- mlflow/java/client/.classpath | 49 ------------------ .../.settings/org.eclipse.jdt.apt.core.prefs | 2 - .../.settings/org.eclipse.jdt.core.prefs | 7 --- .../.settings/org.eclipse.m2e.core.prefs | 4 -- mlflow/java/scoring/.classpath | 50 ------------------- .../.settings/org.eclipse.jdt.apt.core.prefs | 2 - .../.settings/org.eclipse.jdt.core.prefs | 7 --- .../.settings/org.eclipse.m2e.core.prefs | 4 -- 10 files changed, 7 insertions(+), 130 deletions(-) delete mode 100644 mlflow/java/.settings/org.eclipse.m2e.core.prefs delete mode 100644 mlflow/java/client/.classpath delete mode 100644 mlflow/java/client/.settings/org.eclipse.jdt.apt.core.prefs delete mode 100644 mlflow/java/client/.settings/org.eclipse.jdt.core.prefs delete mode 100644 mlflow/java/client/.settings/org.eclipse.m2e.core.prefs delete mode 100644 mlflow/java/scoring/.classpath delete mode 100644 mlflow/java/scoring/.settings/org.eclipse.jdt.apt.core.prefs delete mode 100644 mlflow/java/scoring/.settings/org.eclipse.jdt.core.prefs delete mode 100644 mlflow/java/scoring/.settings/org.eclipse.m2e.core.prefs diff --git a/.gitignore b/.gitignore index 994a0fb3e274c..23bc8ea38615d 100644 --- a/.gitignore +++ b/.gitignore @@ -99,4 +99,10 @@ travis_wait*.log .history mlflow/java/scoring/bin/* -mlflow/java/client/bin/* \ No newline at end of file +mlflow/java/client/bin/* +mlflow/java/.settings/* +mlflow/java/client/.classpath +mlflow/java/scoring/.classpath +mlflow/java/scoring/.settings/ +mlflow/java/client/.settings/ + diff --git a/mlflow/java/.settings/org.eclipse.m2e.core.prefs b/mlflow/java/.settings/org.eclipse.m2e.core.prefs deleted file mode 100644 index f897a7f1cb238..0000000000000 --- a/mlflow/java/.settings/org.eclipse.m2e.core.prefs +++ /dev/null @@ -1,4 +0,0 @@ -activeProfiles= -eclipse.preferences.version=1 -resolveWorkspaceProjects=true -version=1 diff --git a/mlflow/java/client/.classpath b/mlflow/java/client/.classpath deleted file mode 100644 index 39abf1c5e9102..0000000000000 --- a/mlflow/java/client/.classpath +++ /dev/null @@ -1,49 +0,0 @@ - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - diff --git a/mlflow/java/client/.settings/org.eclipse.jdt.apt.core.prefs b/mlflow/java/client/.settings/org.eclipse.jdt.apt.core.prefs deleted file mode 100644 index d4313d4b25e4b..0000000000000 --- a/mlflow/java/client/.settings/org.eclipse.jdt.apt.core.prefs +++ /dev/null @@ -1,2 +0,0 @@ -eclipse.preferences.version=1 -org.eclipse.jdt.apt.aptEnabled=false diff --git a/mlflow/java/client/.settings/org.eclipse.jdt.core.prefs b/mlflow/java/client/.settings/org.eclipse.jdt.core.prefs deleted file mode 100644 index 5592a0a1c1732..0000000000000 --- a/mlflow/java/client/.settings/org.eclipse.jdt.core.prefs +++ /dev/null @@ -1,7 +0,0 @@ -eclipse.preferences.version=1 -org.eclipse.jdt.core.compiler.codegen.targetPlatform=1.8 -org.eclipse.jdt.core.compiler.compliance=1.8 -org.eclipse.jdt.core.compiler.problem.forbiddenReference=warning -org.eclipse.jdt.core.compiler.processAnnotations=disabled -org.eclipse.jdt.core.compiler.release=disabled -org.eclipse.jdt.core.compiler.source=1.8 diff --git a/mlflow/java/client/.settings/org.eclipse.m2e.core.prefs b/mlflow/java/client/.settings/org.eclipse.m2e.core.prefs deleted file mode 100644 index f897a7f1cb238..0000000000000 --- a/mlflow/java/client/.settings/org.eclipse.m2e.core.prefs +++ /dev/null @@ -1,4 +0,0 @@ -activeProfiles= -eclipse.preferences.version=1 -resolveWorkspaceProjects=true -version=1 diff --git a/mlflow/java/scoring/.classpath b/mlflow/java/scoring/.classpath deleted file mode 100644 index 5c8072ecc61c6..0000000000000 --- a/mlflow/java/scoring/.classpath +++ /dev/null @@ -1,50 +0,0 @@ - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - diff --git a/mlflow/java/scoring/.settings/org.eclipse.jdt.apt.core.prefs b/mlflow/java/scoring/.settings/org.eclipse.jdt.apt.core.prefs deleted file mode 100644 index d4313d4b25e4b..0000000000000 --- a/mlflow/java/scoring/.settings/org.eclipse.jdt.apt.core.prefs +++ /dev/null @@ -1,2 +0,0 @@ -eclipse.preferences.version=1 -org.eclipse.jdt.apt.aptEnabled=false diff --git a/mlflow/java/scoring/.settings/org.eclipse.jdt.core.prefs b/mlflow/java/scoring/.settings/org.eclipse.jdt.core.prefs deleted file mode 100644 index 5592a0a1c1732..0000000000000 --- a/mlflow/java/scoring/.settings/org.eclipse.jdt.core.prefs +++ /dev/null @@ -1,7 +0,0 @@ -eclipse.preferences.version=1 -org.eclipse.jdt.core.compiler.codegen.targetPlatform=1.8 -org.eclipse.jdt.core.compiler.compliance=1.8 -org.eclipse.jdt.core.compiler.problem.forbiddenReference=warning -org.eclipse.jdt.core.compiler.processAnnotations=disabled -org.eclipse.jdt.core.compiler.release=disabled -org.eclipse.jdt.core.compiler.source=1.8 diff --git a/mlflow/java/scoring/.settings/org.eclipse.m2e.core.prefs b/mlflow/java/scoring/.settings/org.eclipse.m2e.core.prefs deleted file mode 100644 index f897a7f1cb238..0000000000000 --- a/mlflow/java/scoring/.settings/org.eclipse.m2e.core.prefs +++ /dev/null @@ -1,4 +0,0 @@ -activeProfiles= -eclipse.preferences.version=1 -resolveWorkspaceProjects=true -version=1