Update reference to helper with client instead.

docs/templates/customization/customize_node_scheduling.md

@@ -70,7 +70,7 @@ environment:
 build:
   image: tensorflow/tensorflow:1.4.1-gpu-py3
   build_steps:
-    - pip3 install --no-cache-dir -U polyaxon-helper
+    - pip3 install --no-cache-dir -U polyaxon-client
 
 run:
   cmd:  python3 model.py  # Use default params
@@ -121,7 +121,7 @@ environment:
 build:
   image: tensorflow/tensorflow:1.4.1
   build_steps:
-    - pip install --no-cache-dir -U polyaxon-helper
+    - pip install --no-cache-dir -U polyaxon-client
 
 run:
   cmd:  python run.py --train-steps=400 --sync

docs/templates/customization/customize_outputs_and_data.md

@@ -49,7 +49,7 @@ Polyaxon will by default mount all these volumes when it schedules the experimen
 These data volumes will be accessible to you as a dictionary `{volume_name: path_to_data}`,
 exported as an env variable `POLYAXON_RUN_DATA_PATHS`.
 
-You can use as well our `helper` library `polyaxon-helper` to get access to this env variable automatically.
+You can use as well our `tracking` api in `polyaxon-client` to get access to this env variable automatically.
 
 If on the other hand, you wish to only mount one volume or a subset of the volumes,
 you then need to provide this information in the polyaxonfile, e.g.
@@ -74,7 +74,7 @@ Polyaxon will, by default mount one volume, either the first one or a random one
 The outputs volume will be accessible to you as a string `path_to_outputs_for_experiment`,
 exported as an env variable `POLYAXON_RUN_OUTPUTS_PATH`.
 
-You can use as well our `helper` library `polyaxon-helper` to get access to this env variable automatically.
+You can use as well our `tracking` api in `polyaxon-client` to get access to this env variable automatically.
 
 If on the other hand, you wish to mount a particular volume,
 you then need to provide this information in the polyaxonfile, e.g.

docs/templates/experimentation/experiment_groups.md

@@ -112,7 +112,7 @@ This command validate the polyaxon file, and the option `-def` returns the group
     or check the [command reference](/polyaxon_cli/commands/check)
 
 !!! tip "Polyaxon merges the combination values from matrix for a single experiment with the values from declarations and export under the environment variable name `POLYAXON_DECLARATIONS`"
-    Check how you can [get the experiment declarations](/reference_polyaxon_helper) to use them with your models.
+    Check how you can [get the experiment declarations](/tracking/exepriments) to use them with your models.
 
 ## Running a group of experiments
 

docs/templates/experimentation/experiments.md

@@ -319,10 +319,10 @@ Since we have multiple jobs, Polyaxon adds the cluster definition to the docker
 
 It also exposes some framework specific environment variables to the pods, in this case `TF_CONFIG` since we are running a Tensorflow distributed experiment.
 
-You can also use our helper library to extract these environment variables programmatically.
+You can also use our `tracking` api in `polyaxon-client` to extract these environment variables programmatically.
 
 !!! tip "Polyaxon export your cluster definition under environment variable name `POLYAXON_CLUSTER`"
-    Check how you can [get the cluster definition](/reference_polyaxon_helper) to use it with your distributed deep learning model.
+    Check how you can [get the cluster definition](/tracking/experiments) to use it with your distributed deep learning model.
 
 To run this distributed experiment, run
 

docs/templates/experimentation/save_resume_restart.md

@@ -18,7 +18,7 @@ Same as logs, the outputs are saved on the outputs volume, on:
 You don't need to figure out this path or hardcode them manually,
 Polyaxon will provide an environment variable for the outputs `POLYAXON_RUN_OUTPUTS_PATH`
 that you can use to export your outputs, artifacts and checkpoints.
-You can also use our helper to get this path [get_outputs_path](/reference_polyaxon_helper/#getting-env-variables-defined-by-polyaxon).
+You can also use our client to get this path [get_outputs_path](/tracking/experiments#tracking_experiments_running_inside_polyaxon).
 
 ## Saving and checkpointing
 

docs/templates/polyaxon_rest/resources/build_job.md

@@ -32,7 +32,7 @@ curl --request GET \
     "config": {
         "build": {
             "build_steps": [
-                "pip3 install --no-cache-dir -U polyaxon-helper"
+                "pip3 install --no-cache-dir -U polyaxon-client"
             ],
             "image": "tensorflow/tensorflow:1.4.1-py3"
         },
@@ -43,7 +43,7 @@ curl --request GET \
     "node_scheduled": "gke-cluster-1-default-pool-65d093c7-7hk4",
     "num_jobs": 0,
     "num_experiments": 1,
-    "dockerfile": "\nFROM tensorflow/tensorflow:1.4.1-py3\n\nENV LC_ALL en_US.UTF-8\nENV LANG en_US.UTF-8\nENV LANGUAGE en_US.UTF-8\n# Use bash as default shell, rather than sh\nENV SHELL /bin/bash\n\nWORKDIR /code\n\nRUN pip3 install --no-cache-dir -U polyaxon-helper\nCOPY build /code\n",
+    "dockerfile": "\nFROM tensorflow/tensorflow:1.4.1-py3\n\nENV LC_ALL en_US.UTF-8\nENV LANG en_US.UTF-8\nENV LANGUAGE en_US.UTF-8\n# Use bash as default shell, rather than sh\nENV SHELL /bin/bash\n\nWORKDIR /code\n\nRUN pip3 install --no-cache-dir -U polyaxon-client\nCOPY build /code\n",
     "commit": "2f758b8902d4cf5d4147b09706613ec108eda369",
     "bookmarked": false
 }
@@ -87,7 +87,7 @@ curl --request PATCH \
     "config": {
         "build": {
             "build_steps": [
-                "pip3 install --no-cache-dir -U polyaxon-helper"
+                "pip3 install --no-cache-dir -U polyaxon-client"
             ],
             "image": "tensorflow/tensorflow:1.4.1-py3"
         },
@@ -98,7 +98,7 @@ curl --request PATCH \
     "node_scheduled": "gke-cluster-1-default-pool-65d093c7-7hk4",
     "num_jobs": 0,
     "num_experiments": 1,
-    "dockerfile": "\nFROM tensorflow/tensorflow:1.4.1-py3\n\nENV LC_ALL en_US.UTF-8\nENV LANG en_US.UTF-8\nENV LANGUAGE en_US.UTF-8\n# Use bash as default shell, rather than sh\nENV SHELL /bin/bash\n\nWORKDIR /code\n\nRUN pip3 install --no-cache-dir -U polyaxon-helper\nCOPY build /code\n",
+    "dockerfile": "\nFROM tensorflow/tensorflow:1.4.1-py3\n\nENV LC_ALL en_US.UTF-8\nENV LANG en_US.UTF-8\nENV LANGUAGE en_US.UTF-8\n# Use bash as default shell, rather than sh\nENV SHELL /bin/bash\n\nWORKDIR /code\n\nRUN pip3 install --no-cache-dir -U polyaxon-client\nCOPY build /code\n",
     "commit": "2f758b8902d4cf5d4147b09706613ec108eda369",
     "bookmarked": false
 }

docs/templates/polyaxon_rest/resources/experiment.md

@@ -36,7 +36,7 @@ curl --request GET \
     "build": {
       "image": "tensorflow/tensorflow:1.4.1-py3",
       "build_steps": [
-        "pip3 install --no-cache-dir -U polyaxon-helper"
+        "pip3 install --no-cache-dir -U polyaxon-client"
       ]
     },
     "version": 1,
@@ -101,7 +101,7 @@ curl --request PATCH \
     "build": {
       "image": "tensorflow/tensorflow:1.4.1-py3",
       "build_steps": [
-        "pip3 install --no-cache-dir -U polyaxon-helper"
+        "pip3 install --no-cache-dir -U polyaxon-client"
       ]
     },
     "version": 1,

docs/templates/polyaxon_rest/resources/experiment_group.md

@@ -33,7 +33,7 @@ curl -X GET \
     "concurrency": 5,
     "search_algorithm": "random",
     "current_iteration": 0,
-    "content": "{'version': 1, 'kind': 'group', 'hptuning': {'concurrency': 5, 'random_search': {'n_experiments': 10}, 'matrix': {'learning_rate': {'linspace': '0.001:0.1:5'}, 'dropout': {'values': [0.25, 0.3]}, 'activation': {'values': ['relu', 'sigmoid']}}}, 'declarations': {'batch_size': 128, 'num_steps': 500, 'num_epochs': 1}, 'build': {'image': 'tensorflow/tensorflow:1.4.1-py3', 'build_steps': ['pip3 install --no-cache-dir -U polyaxon-helper']}, 'run': {'cmd': 'python3 model.py --batch_size={{ batch_size }} \\\\ --num_steps={{ num_steps }} \\\\ --learning_rate={{ learning_rate }} \\\\ --dropout={{ dropout }} \\\\ --num_epochs={{ num_epochs }} \\\\ --activation={{ activation }}'}}",
+    "content": "{'version': 1, 'kind': 'group', 'hptuning': {'concurrency': 5, 'random_search': {'n_experiments': 10}, 'matrix': {'learning_rate': {'linspace': '0.001:0.1:5'}, 'dropout': {'values': [0.25, 0.3]}, 'activation': {'values': ['relu', 'sigmoid']}}}, 'declarations': {'batch_size': 128, 'num_steps': 500, 'num_epochs': 1}, 'build': {'image': 'tensorflow/tensorflow:1.4.1-py3', 'build_steps': ['pip3 install --no-cache-dir -U polyaxon-client']}, 'run': {'cmd': 'python3 model.py --batch_size={{ batch_size }} \\\\ --num_steps={{ num_steps }} \\\\ --learning_rate={{ learning_rate }} \\\\ --dropout={{ dropout }} \\\\ --num_epochs={{ num_epochs }} \\\\ --activation={{ activation }}'}}",
     "hptuning": {
         "early_stopping": null,
         "concurrency": 5,
@@ -114,7 +114,7 @@ curl -X PATCH \
     "concurrency": 5,
     "search_algorithm": "random",
     "current_iteration": 0,
-    "content": "{'version': 1, 'kind': 'group', 'hptuning': {'concurrency': 5, 'random_search': {'n_experiments': 10}, 'matrix': {'learning_rate': {'linspace': '0.001:0.1:5'}, 'dropout': {'values': [0.25, 0.3]}, 'activation': {'values': ['relu', 'sigmoid']}}}, 'declarations': {'batch_size': 128, 'num_steps': 500, 'num_epochs': 1}, 'build': {'image': 'tensorflow/tensorflow:1.4.1-py3', 'build_steps': ['pip3 install --no-cache-dir -U polyaxon-helper']}, 'run': {'cmd': 'python3 model.py --batch_size={{ batch_size }} \\\\ --num_steps={{ num_steps }} \\\\ --learning_rate={{ learning_rate }} \\\\ --dropout={{ dropout }} \\\\ --num_epochs={{ num_epochs }} \\\\ --activation={{ activation }}'}}",
+    "content": "{'version': 1, 'kind': 'group', 'hptuning': {'concurrency': 5, 'random_search': {'n_experiments': 10}, 'matrix': {'learning_rate': {'linspace': '0.001:0.1:5'}, 'dropout': {'values': [0.25, 0.3]}, 'activation': {'values': ['relu', 'sigmoid']}}}, 'declarations': {'batch_size': 128, 'num_steps': 500, 'num_epochs': 1}, 'build': {'image': 'tensorflow/tensorflow:1.4.1-py3', 'build_steps': ['pip3 install --no-cache-dir -U polyaxon-client']}, 'run': {'cmd': 'python3 model.py --batch_size={{ batch_size }} \\\\ --num_steps={{ num_steps }} \\\\ --learning_rate={{ learning_rate }} \\\\ --dropout={{ dropout }} \\\\ --num_epochs={{ num_epochs }} \\\\ --activation={{ activation }}'}}",
     "hptuning": {
         "early_stopping": null,
         "concurrency": 5,

docs/templates/polyaxon_rest/resources/job.md

@@ -38,7 +38,7 @@ curl --request GET \
         },
         "build": {
             "build_steps": [
-                "pip3 install --no-cache-dir -U polyaxon-helper"
+                "pip3 install --no-cache-dir -U polyaxon-client"
             ],
             "image": "tensorflow/tensorflow:1.4.1-py3"
         },
@@ -95,7 +95,7 @@ curl --request PATCH \
         },
         "build": {
             "build_steps": [
-                "pip3 install --no-cache-dir -U polyaxon-helper"
+                "pip3 install --no-cache-dir -U polyaxon-client"
             ],
             "image": "tensorflow/tensorflow:1.4.1-py3"
         },
@@ -232,7 +232,7 @@ curl --request POST \
         },
         "build": {
             "build_steps": [
-                "pip3 install --no-cache-dir -U polyaxon-helper"
+                "pip3 install --no-cache-dir -U polyaxon-client"
             ],
             "image": "tensorflow/tensorflow:1.4.1-py3"
         },
@@ -286,7 +286,7 @@ curl --request POST \
         },
         "build": {
             "build_steps": [
-                "pip3 install --no-cache-dir -U polyaxon-helper"
+                "pip3 install --no-cache-dir -U polyaxon-client"
             ],
             "image": "tensorflow/tensorflow:1.4.1-py3"
         },
@@ -341,7 +341,7 @@ curl --request POST \
         },
         "build": {
             "build_steps": [
-                "pip3 install --no-cache-dir -U polyaxon-helper"
+                "pip3 install --no-cache-dir -U polyaxon-client"
             ],
             "image": "tensorflow/tensorflow:1.4.1-py3"
         },

docs/templates/polyaxonfile_specification/sections.md

@@ -203,7 +203,7 @@ For each experiment generated during the hyperparameters search, Polyaxon will a
 to your declarations, and will export them under the environment variable name `POLYAXON_DECLARATIONS`.
 
 !!! tip "Polyaxon append the matrix value combination to your declarations and export them under the environment variable name `POLYAXON_DECLARATIONS`"
-    Check how you can [get the cluster definition](/reference_polyaxon_helper) to use it with your models.
+    Check how you can [get the cluster definition](/tracking/experiments) to use it with your models.
 
 
 ### search algorithm: grid_search
@@ -766,7 +766,7 @@ The declaration are particularly important for descriptive models.
 All your declaration will be exported under the environment variable name `POLYAXON_DECLARATIONS`.
 
 !!! tip "Polyaxon export your declarations under environment variable name `POLYAXON_DECLARATIONS`"
-    Check how you can [get the experiment declarations](/reference_polyaxon_helper) to use them with your models.
+    Check how you can [get the experiment declarations](/tracking/experiments) to use them with your models.
 
 ## build
 

docs/templates/quick_start.md

@@ -77,7 +77,7 @@ And you are logged in to your Polyaxon account through the [polyaxon-cli](polyax
     build:
       image: tensorflow/tensorflow:1.4.1-py3
       build_steps:
-        - pip3 install polyaxon-helper
+        - pip3 install polyaxon-client
 
     run:
       cmd: python model.py
@@ -90,7 +90,7 @@ And you are logged in to your Polyaxon account through the [polyaxon-cli](polyax
        * The `project` namespace we want to run the experiment inside.
        * The `build` section to build a docker image,
          in this case we want to run our code with the specified tensorflow docker image.
-         We are also installing the [polyaxon helper](/reference_polyaxon_helper) library to send metrics at the end of the experiment.
+         We are also installing the polyaxon-client for [tracking](/tracking) and to send metrics at the end of the experiment.
        * The `run` section to execute our code.
 
 6. Now let's upload our code to create a commit on Polyaxon